2020-07-02 09:11:13,735 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.9 |Anaconda, Inc.| (default, Jul 30 2019, 19:07:31) [GCC 7.3.0] CUDA available: True CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.18.1 (Git Hash 7de7e5d02bf687f971e7668963649728356e0c20) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_30,code=sm_30;-gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-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;-gencode;arch=compute_52,code=compute_52 - CuDNN 7.6 - Built with CuDNN 7.3.1 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS=-march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -O2 -pipe -I/opt/conda/conda-bld/pytorch_1565134926719/_h_env_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_place/include -fdebug-prefix-map=${SRC_DIR}=/usr/local/src/conda/${PKG_NAME}-${PKG_VERSION} -fdebug-prefix-map=${PREFIX}=/usr/local/src/conda-prefix -D_FORTIFY_SOURCE=2 -O2 -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=True, USE_NNPACK=True, USE_OPENMP=ON, TorchVision: 0.3.0 OpenCV: 4.1.0 MMCV: 0.6.2 MMAction: 0.1.0+c9992ce ------------------------------------------------------------ 2020-07-02 09:11:13,735 - mmaction - INFO - Distributed training: True 2020-07-02 09:11:13,736 - mmaction - INFO - Config: /mnt/lustre/duanhaodong/mmaction-lite/configs/slowonly/flow-4x16.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet3d', depth=50, pretrained='modelzoo/resnet50-19c8e357.pth', pretrained2d=True, in_channels=2, conv1_kernel=(1,7,7), conv1_stride_t=1, pool1_stride_t=1, inflate=(0,0,1,1), no_pool2=True, norm_eval=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=2048, spatial_type='avg', dropout_ratio=0.5, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips='score') # dataset settings dataset_type = 'RawframeDataset' data_root = '/mnt/lustrenew/DATAshare/duanhaodong/TVL1' data_root_val = '/mnt/lustrenew/DATAshare/duanhaodong/TVL1_val' ann_file_train = 'data/kinetics400/kinetics_train_tvl1_hd320.txt' ann_file_val = 'data/kinetics400/kinetics_val_tvl1_hd320.txt' img_norm_cfg = dict( mean=[128, 128], std=[128, 128]) 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=4, frame_interval=16, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=4, frame_interval=16, num_clips=1, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=256), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=4, frame_interval=16, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( workers_per_gpu=3, videos_per_gpu=24, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, filename_tmpl='{}_{:05d}.jpg', modality_name='Flow', pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, filename_tmpl='{}_{:05d}.jpg', modality_name='Flow', pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, filename_tmpl='{}_{:05d}.jpg', modality_name='Flow', pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.06, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnealing', min_lr=0, warmup='linear', warmup_by_epoch=True, warmup_iters=34) total_epochs = 256 checkpoint_config = dict(interval=8) evaluation = dict( interval=8, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/flow_4x16' load_from = None resume_from = None workflow = [('train', 8)] 2020-07-02 09:11:15,278 - mmaction - INFO - load model from: modelzoo/resnet50-19c8e357.pth 2020-07-02 09:11:15,887 - mmaction - INFO - Module not exist in the state_dict_r2d: conv1_replace 2020-07-02 09:11:15,887 - mmaction - INFO - Module not exist in the state_dict_r2d: bn1_replace 2020-07-02 09:11:17,570 - mmaction - INFO - These parameters in the 2d checkpoint are not loaded: {'bn1.weight', 'bn1.running_var', 'conv1.weight', 'fc.weight', 'bn1.bias', 'fc.bias', 'bn1.running_mean'} 2020-07-02 09:11:31,798 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-36-194, work_dir: /mnt/lustre/duanhaodong/mmaction-lite/work_dirs/flow_4x16 2020-07-02 09:11:31,798 - mmaction - INFO - workflow: [('train', 8)], max: 256 epochs 2020-07-02 09:13:18,603 - mmaction - INFO - Epoch [1][20/627] lr: 6.048e-03, eta: 9 days, 21:56:54, time: 5.337, data_time: 4.005, memory: 8450, top1_acc: 0.0063, top5_acc: 0.0250, loss_cls: 5.9973, loss: 5.9973 2020-07-02 09:13:36,050 - mmaction - INFO - Epoch [1][40/627] lr: 6.099e-03, eta: 5 days, 18:22:48, time: 0.871, data_time: 0.004, memory: 8450, top1_acc: 0.0063, top5_acc: 0.0250, loss_cls: 5.9482, loss: 5.9482 2020-07-02 09:13:53,474 - mmaction - INFO - Epoch [1][60/627] lr: 6.149e-03, eta: 4 days, 9:12:28, time: 0.873, data_time: 0.003, memory: 8450, top1_acc: 0.0146, top5_acc: 0.0333, loss_cls: 5.9091, loss: 5.9091 2020-07-02 09:14:10,957 - mmaction - INFO - Epoch [1][80/627] lr: 6.200e-03, eta: 3 days, 16:37:26, time: 0.873, data_time: 0.003, memory: 8450, top1_acc: 0.0104, top5_acc: 0.0396, loss_cls: 5.8592, loss: 5.8592 2020-07-02 09:14:28,409 - mmaction - INFO - Epoch [1][100/627] lr: 6.251e-03, eta: 3 days, 6:40:40, time: 0.874, data_time: 0.003, memory: 8450, top1_acc: 0.0146, top5_acc: 0.0604, loss_cls: 5.8002, loss: 5.8002 2020-07-02 09:14:45,946 - mmaction - INFO - Epoch [1][120/627] lr: 6.301e-03, eta: 3 days, 0:04:12, time: 0.877, data_time: 0.003, memory: 8450, top1_acc: 0.0063, top5_acc: 0.0542, loss_cls: 5.7897, loss: 5.7897 2020-07-02 09:15:04,825 - mmaction - INFO - Epoch [1][140/627] lr: 6.352e-03, eta: 2 days, 19:45:09, time: 0.941, data_time: 0.001, memory: 8450, top1_acc: 0.0104, top5_acc: 0.0500, loss_cls: 5.7917, loss: 5.7917 2020-07-02 09:15:22,343 - mmaction - INFO - Epoch [1][160/627] lr: 6.403e-03, eta: 2 days, 16:10:05, time: 0.879, data_time: 0.004, memory: 8450, top1_acc: 0.0063, top5_acc: 0.0417, loss_cls: 5.7597, loss: 5.7597 2020-07-02 09:15:39,881 - mmaction - INFO - Epoch [1][180/627] lr: 6.453e-03, eta: 2 days, 13:22:06, time: 0.876, data_time: 0.001, memory: 8450, top1_acc: 0.0146, top5_acc: 0.0604, loss_cls: 5.7151, loss: 5.7151 2020-07-02 09:15:57,463 - mmaction - INFO - Epoch [1][200/627] lr: 6.504e-03, eta: 2 days, 11:08:40, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.0146, top5_acc: 0.0688, loss_cls: 5.6458, loss: 5.6458 2020-07-02 09:16:15,053 - mmaction - INFO - Epoch [1][220/627] lr: 6.555e-03, eta: 2 days, 9:18:51, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.0313, top5_acc: 0.0938, loss_cls: 5.5663, loss: 5.5663 2020-07-02 09:16:32,636 - mmaction - INFO - Epoch [1][240/627] lr: 6.605e-03, eta: 2 days, 7:47:47, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.0208, top5_acc: 0.0771, loss_cls: 5.5274, loss: 5.5274 2020-07-02 09:16:50,183 - mmaction - INFO - Epoch [1][260/627] lr: 6.656e-03, eta: 2 days, 6:30:02, time: 0.877, data_time: 0.003, memory: 8450, top1_acc: 0.0313, top5_acc: 0.1021, loss_cls: 5.5528, loss: 5.5528 2020-07-02 09:17:07,739 - mmaction - INFO - Epoch [1][280/627] lr: 6.707e-03, eta: 2 days, 5:23:42, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.0208, top5_acc: 0.0917, loss_cls: 5.5694, loss: 5.5694 2020-07-02 09:17:25,288 - mmaction - INFO - Epoch [1][300/627] lr: 6.757e-03, eta: 2 days, 4:25:48, time: 0.877, data_time: 0.003, memory: 8450, top1_acc: 0.0313, top5_acc: 0.0979, loss_cls: 5.4291, loss: 5.4291 2020-07-02 09:17:42,875 - mmaction - INFO - Epoch [1][320/627] lr: 6.808e-03, eta: 2 days, 3:35:44, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.0208, top5_acc: 0.0854, loss_cls: 5.4720, loss: 5.4720 2020-07-02 09:18:00,467 - mmaction - INFO - Epoch [1][340/627] lr: 6.859e-03, eta: 2 days, 2:51:07, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.0229, top5_acc: 0.1083, loss_cls: 5.4657, loss: 5.4657 2020-07-02 09:18:17,986 - mmaction - INFO - Epoch [1][360/627] lr: 6.909e-03, eta: 2 days, 2:11:25, time: 0.878, data_time: 0.003, memory: 8450, top1_acc: 0.0333, top5_acc: 0.0917, loss_cls: 5.3938, loss: 5.3938 2020-07-02 09:18:35,605 - mmaction - INFO - Epoch [1][380/627] lr: 6.960e-03, eta: 2 days, 1:36:06, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.0521, top5_acc: 0.1375, loss_cls: 5.2911, loss: 5.2911 2020-07-02 09:18:53,187 - mmaction - INFO - Epoch [1][400/627] lr: 7.011e-03, eta: 2 days, 1:04:24, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.0354, top5_acc: 0.1229, loss_cls: 5.3364, loss: 5.3364 2020-07-02 09:19:10,771 - mmaction - INFO - Epoch [1][420/627] lr: 7.061e-03, eta: 2 days, 0:35:27, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.0563, top5_acc: 0.1417, loss_cls: 5.3093, loss: 5.3093 2020-07-02 09:19:28,325 - mmaction - INFO - Epoch [1][440/627] lr: 7.112e-03, eta: 2 days, 0:09:07, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.0229, top5_acc: 0.1125, loss_cls: 5.3617, loss: 5.3617 2020-07-02 09:19:45,918 - mmaction - INFO - Epoch [1][460/627] lr: 7.163e-03, eta: 1 day, 23:45:03, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.0375, top5_acc: 0.1229, loss_cls: 5.2817, loss: 5.2817 2020-07-02 09:20:03,587 - mmaction - INFO - Epoch [1][480/627] lr: 7.213e-03, eta: 1 day, 23:23:38, time: 0.885, data_time: 0.002, memory: 8450, top1_acc: 0.0479, top5_acc: 0.1521, loss_cls: 5.2889, loss: 5.2889 2020-07-02 09:20:21,134 - mmaction - INFO - Epoch [1][500/627] lr: 7.264e-03, eta: 1 day, 23:03:09, time: 0.877, data_time: 0.001, memory: 8450, top1_acc: 0.0521, top5_acc: 0.1542, loss_cls: 5.2167, loss: 5.2167 2020-07-02 09:20:38,694 - mmaction - INFO - Epoch [1][520/627] lr: 7.315e-03, eta: 1 day, 22:44:09, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.0438, top5_acc: 0.1375, loss_cls: 5.2685, loss: 5.2685 2020-07-02 09:20:56,364 - mmaction - INFO - Epoch [1][540/627] lr: 7.365e-03, eta: 1 day, 22:27:12, time: 0.883, data_time: 0.002, memory: 8450, top1_acc: 0.0417, top5_acc: 0.1354, loss_cls: 5.2799, loss: 5.2799 2020-07-02 09:21:14,010 - mmaction - INFO - Epoch [1][560/627] lr: 7.416e-03, eta: 1 day, 22:11:26, time: 0.883, data_time: 0.003, memory: 8450, top1_acc: 0.0479, top5_acc: 0.1417, loss_cls: 5.2616, loss: 5.2616 2020-07-02 09:21:31,594 - mmaction - INFO - Epoch [1][580/627] lr: 7.467e-03, eta: 1 day, 21:56:17, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.0521, top5_acc: 0.1646, loss_cls: 5.1681, loss: 5.1681 2020-07-02 09:21:49,169 - mmaction - INFO - Epoch [1][600/627] lr: 7.517e-03, eta: 1 day, 21:42:08, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.0313, top5_acc: 0.1375, loss_cls: 5.1940, loss: 5.1940 2020-07-02 09:22:06,755 - mmaction - INFO - Epoch [1][620/627] lr: 7.568e-03, eta: 1 day, 21:28:58, time: 0.880, data_time: 0.001, memory: 8450, top1_acc: 0.0500, top5_acc: 0.1521, loss_cls: 5.1988, loss: 5.1988 2020-07-02 09:23:55,090 - mmaction - INFO - Epoch [2][20/627] lr: 7.636e-03, eta: 2 days, 2:23:30, time: 4.964, data_time: 3.904, memory: 8450, top1_acc: 0.0542, top5_acc: 0.1521, loss_cls: 5.1149, loss: 5.1149 2020-07-02 09:24:12,572 - mmaction - INFO - Epoch [2][40/627] lr: 7.687e-03, eta: 2 days, 2:02:15, time: 0.873, data_time: 0.003, memory: 8450, top1_acc: 0.0875, top5_acc: 0.2083, loss_cls: 4.9719, loss: 4.9719 2020-07-02 09:24:30,059 - mmaction - INFO - Epoch [2][60/627] lr: 7.737e-03, eta: 2 days, 1:42:19, time: 0.875, data_time: 0.002, memory: 8450, top1_acc: 0.0646, top5_acc: 0.1896, loss_cls: 5.0345, loss: 5.0345 2020-07-02 09:24:47,623 - mmaction - INFO - Epoch [2][80/627] lr: 7.788e-03, eta: 2 days, 1:23:43, time: 0.878, data_time: 0.003, memory: 8450, top1_acc: 0.0625, top5_acc: 0.1875, loss_cls: 5.0552, loss: 5.0552 2020-07-02 09:25:07,942 - mmaction - INFO - Epoch [2][100/627] lr: 7.839e-03, eta: 2 days, 1:16:04, time: 1.013, data_time: 0.002, memory: 8450, top1_acc: 0.0604, top5_acc: 0.1979, loss_cls: 5.0234, loss: 5.0234 2020-07-02 09:25:25,575 - mmaction - INFO - Epoch [2][120/627] lr: 7.889e-03, eta: 2 days, 0:59:39, time: 0.885, data_time: 0.004, memory: 8450, top1_acc: 0.0646, top5_acc: 0.1750, loss_cls: 5.1522, loss: 5.1522 2020-07-02 09:25:43,173 - mmaction - INFO - Epoch [2][140/627] lr: 7.940e-03, eta: 2 days, 0:43:39, time: 0.879, data_time: 0.003, memory: 8450, top1_acc: 0.0667, top5_acc: 0.2042, loss_cls: 4.9070, loss: 4.9070 2020-07-02 09:26:00,769 - mmaction - INFO - Epoch [2][160/627] lr: 7.991e-03, eta: 2 days, 0:28:35, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.0479, top5_acc: 0.2021, loss_cls: 4.9462, loss: 4.9462 2020-07-02 09:26:18,357 - mmaction - INFO - Epoch [2][180/627] lr: 8.041e-03, eta: 2 days, 0:14:05, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.0604, top5_acc: 0.1917, loss_cls: 4.9727, loss: 4.9727 2020-07-02 09:26:35,949 - mmaction - INFO - Epoch [2][200/627] lr: 8.092e-03, eta: 2 days, 0:00:25, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.0438, top5_acc: 0.1438, loss_cls: 5.0929, loss: 5.0929 2020-07-02 09:26:54,541 - mmaction - INFO - Epoch [2][220/627] lr: 8.143e-03, eta: 1 day, 23:50:25, time: 0.929, data_time: 0.002, memory: 8450, top1_acc: 0.0479, top5_acc: 0.1813, loss_cls: 5.1120, loss: 5.1120 2020-07-02 09:27:12,085 - mmaction - INFO - Epoch [2][240/627] lr: 8.193e-03, eta: 1 day, 23:37:42, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.0688, top5_acc: 0.1833, loss_cls: 4.9727, loss: 4.9727 2020-07-02 09:27:29,703 - mmaction - INFO - Epoch [2][260/627] lr: 8.244e-03, eta: 1 day, 23:25:48, time: 0.882, data_time: 0.003, memory: 8450, top1_acc: 0.0646, top5_acc: 0.1917, loss_cls: 5.0251, loss: 5.0251 2020-07-02 09:27:47,257 - mmaction - INFO - Epoch [2][280/627] lr: 8.295e-03, eta: 1 day, 23:14:11, time: 0.878, data_time: 0.001, memory: 8450, top1_acc: 0.0792, top5_acc: 0.1979, loss_cls: 4.9112, loss: 4.9112 2020-07-02 09:28:04,821 - mmaction - INFO - Epoch [2][300/627] lr: 8.345e-03, eta: 1 day, 23:03:04, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.0646, top5_acc: 0.1917, loss_cls: 4.9272, loss: 4.9272 2020-07-02 09:28:22,370 - mmaction - INFO - Epoch [2][320/627] lr: 8.396e-03, eta: 1 day, 22:52:23, time: 0.878, data_time: 0.001, memory: 8450, top1_acc: 0.0521, top5_acc: 0.1854, loss_cls: 5.0499, loss: 5.0499 2020-07-02 09:28:39,933 - mmaction - INFO - Epoch [2][340/627] lr: 8.447e-03, eta: 1 day, 22:42:07, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.0729, top5_acc: 0.1854, loss_cls: 5.0047, loss: 5.0047 2020-07-02 09:28:57,603 - mmaction - INFO - Epoch [2][360/627] lr: 8.497e-03, eta: 1 day, 22:32:37, time: 0.884, data_time: 0.002, memory: 8450, top1_acc: 0.0875, top5_acc: 0.2188, loss_cls: 4.8465, loss: 4.8465 2020-07-02 09:29:15,221 - mmaction - INFO - Epoch [2][380/627] lr: 8.548e-03, eta: 1 day, 22:23:18, time: 0.881, data_time: 0.003, memory: 8450, top1_acc: 0.0729, top5_acc: 0.1979, loss_cls: 4.9474, loss: 4.9474 2020-07-02 09:29:32,747 - mmaction - INFO - Epoch [2][400/627] lr: 8.599e-03, eta: 1 day, 22:14:10, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.0583, top5_acc: 0.2208, loss_cls: 4.8889, loss: 4.8889 2020-07-02 09:29:50,357 - mmaction - INFO - Epoch [2][420/627] lr: 8.649e-03, eta: 1 day, 22:05:28, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.0854, top5_acc: 0.2146, loss_cls: 4.9461, loss: 4.9461 2020-07-02 09:30:08,346 - mmaction - INFO - Epoch [2][440/627] lr: 8.700e-03, eta: 1 day, 21:58:10, time: 0.901, data_time: 0.003, memory: 8450, top1_acc: 0.0875, top5_acc: 0.2312, loss_cls: 4.8372, loss: 4.8372 2020-07-02 09:30:25,916 - mmaction - INFO - Epoch [2][460/627] lr: 8.751e-03, eta: 1 day, 21:50:01, time: 0.878, data_time: 0.001, memory: 8450, top1_acc: 0.0958, top5_acc: 0.2333, loss_cls: 4.7838, loss: 4.7838 2020-07-02 09:30:43,538 - mmaction - INFO - Epoch [2][480/627] lr: 8.801e-03, eta: 1 day, 21:42:13, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.0938, top5_acc: 0.2208, loss_cls: 4.7896, loss: 4.7896 2020-07-02 09:31:01,162 - mmaction - INFO - Epoch [2][500/627] lr: 8.852e-03, eta: 1 day, 21:34:48, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.0750, top5_acc: 0.2000, loss_cls: 4.9150, loss: 4.9150 2020-07-02 09:31:18,754 - mmaction - INFO - Epoch [2][520/627] lr: 8.903e-03, eta: 1 day, 21:27:27, time: 0.878, data_time: 0.003, memory: 8450, top1_acc: 0.0792, top5_acc: 0.2479, loss_cls: 4.8232, loss: 4.8232 2020-07-02 09:31:36,356 - mmaction - INFO - Epoch [2][540/627] lr: 8.953e-03, eta: 1 day, 21:20:30, time: 0.882, data_time: 0.003, memory: 8450, top1_acc: 0.0958, top5_acc: 0.2313, loss_cls: 4.8912, loss: 4.8912 2020-07-02 09:31:53,930 - mmaction - INFO - Epoch [2][560/627] lr: 9.004e-03, eta: 1 day, 21:13:37, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.0938, top5_acc: 0.2125, loss_cls: 4.7997, loss: 4.7997 2020-07-02 09:32:11,512 - mmaction - INFO - Epoch [2][580/627] lr: 9.055e-03, eta: 1 day, 21:07:02, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.0854, top5_acc: 0.2396, loss_cls: 4.7583, loss: 4.7583 2020-07-02 09:32:29,141 - mmaction - INFO - Epoch [2][600/627] lr: 9.105e-03, eta: 1 day, 21:00:41, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.0896, top5_acc: 0.2292, loss_cls: 4.6938, loss: 4.6938 2020-07-02 09:32:46,749 - mmaction - INFO - Epoch [2][620/627] lr: 9.156e-03, eta: 1 day, 20:54:32, time: 0.881, data_time: 0.001, memory: 8450, top1_acc: 0.0833, top5_acc: 0.2083, loss_cls: 4.7998, loss: 4.7998 2020-07-02 09:34:50,207 - mmaction - INFO - Epoch [3][20/627] lr: 9.223e-03, eta: 1 day, 23:53:14, time: 5.670, data_time: 4.709, memory: 8450, top1_acc: 0.0917, top5_acc: 0.2375, loss_cls: 4.7267, loss: 4.7267 2020-07-02 09:35:08,103 - mmaction - INFO - Epoch [3][40/627] lr: 9.274e-03, eta: 1 day, 23:45:10, time: 0.895, data_time: 0.003, memory: 8450, top1_acc: 0.0979, top5_acc: 0.2500, loss_cls: 4.6711, loss: 4.6711 2020-07-02 09:35:25,598 - mmaction - INFO - Epoch [3][60/627] lr: 9.325e-03, eta: 1 day, 23:36:32, time: 0.875, data_time: 0.001, memory: 8450, top1_acc: 0.0729, top5_acc: 0.2208, loss_cls: 4.7786, loss: 4.7786 2020-07-02 09:35:43,145 - mmaction - INFO - Epoch [3][80/627] lr: 9.375e-03, eta: 1 day, 23:28:14, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.0792, top5_acc: 0.2479, loss_cls: 4.7622, loss: 4.7622 2020-07-02 09:36:00,660 - mmaction - INFO - Epoch [3][100/627] lr: 9.426e-03, eta: 1 day, 23:20:07, time: 0.876, data_time: 0.001, memory: 8450, top1_acc: 0.0958, top5_acc: 0.2562, loss_cls: 4.7420, loss: 4.7420 2020-07-02 09:36:18,246 - mmaction - INFO - Epoch [3][120/627] lr: 9.476e-03, eta: 1 day, 23:12:21, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.0917, top5_acc: 0.2646, loss_cls: 4.7318, loss: 4.7318 2020-07-02 09:36:35,804 - mmaction - INFO - Epoch [3][140/627] lr: 9.527e-03, eta: 1 day, 23:04:48, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1083, top5_acc: 0.2792, loss_cls: 4.6947, loss: 4.6947 2020-07-02 09:36:53,395 - mmaction - INFO - Epoch [3][160/627] lr: 9.578e-03, eta: 1 day, 22:57:26, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1104, top5_acc: 0.2729, loss_cls: 4.6062, loss: 4.6062 2020-07-02 09:37:10,988 - mmaction - INFO - Epoch [3][180/627] lr: 9.628e-03, eta: 1 day, 22:50:22, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.0958, top5_acc: 0.2708, loss_cls: 4.6724, loss: 4.6724 2020-07-02 09:37:28,571 - mmaction - INFO - Epoch [3][200/627] lr: 9.679e-03, eta: 1 day, 22:43:23, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1083, top5_acc: 0.2833, loss_cls: 4.5768, loss: 4.5768 2020-07-02 09:37:46,145 - mmaction - INFO - Epoch [3][220/627] lr: 9.730e-03, eta: 1 day, 22:36:38, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.0979, top5_acc: 0.2583, loss_cls: 4.6893, loss: 4.6893 2020-07-02 09:38:03,921 - mmaction - INFO - Epoch [3][240/627] lr: 9.780e-03, eta: 1 day, 22:30:21, time: 0.888, data_time: 0.011, memory: 8450, top1_acc: 0.1146, top5_acc: 0.2562, loss_cls: 4.6538, loss: 4.6538 2020-07-02 09:38:21,541 - mmaction - INFO - Epoch [3][260/627] lr: 9.831e-03, eta: 1 day, 22:24:01, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.0958, top5_acc: 0.2542, loss_cls: 4.7368, loss: 4.7368 2020-07-02 09:38:39,143 - mmaction - INFO - Epoch [3][280/627] lr: 9.882e-03, eta: 1 day, 22:17:43, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1083, top5_acc: 0.2646, loss_cls: 4.6503, loss: 4.6503 2020-07-02 09:38:56,765 - mmaction - INFO - Epoch [3][300/627] lr: 9.932e-03, eta: 1 day, 22:11:43, time: 0.882, data_time: 0.003, memory: 8450, top1_acc: 0.1375, top5_acc: 0.2917, loss_cls: 4.5122, loss: 4.5122 2020-07-02 09:39:14,358 - mmaction - INFO - Epoch [3][320/627] lr: 9.983e-03, eta: 1 day, 22:05:44, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1250, top5_acc: 0.2833, loss_cls: 4.6517, loss: 4.6517 2020-07-02 09:39:31,993 - mmaction - INFO - Epoch [3][340/627] lr: 1.003e-02, eta: 1 day, 22:00:00, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.0792, top5_acc: 0.2458, loss_cls: 4.7614, loss: 4.7614 2020-07-02 09:39:49,601 - mmaction - INFO - Epoch [3][360/627] lr: 1.008e-02, eta: 1 day, 21:54:21, time: 0.881, data_time: 0.003, memory: 8450, top1_acc: 0.1104, top5_acc: 0.2458, loss_cls: 4.6560, loss: 4.6560 2020-07-02 09:40:07,255 - mmaction - INFO - Epoch [3][380/627] lr: 1.013e-02, eta: 1 day, 21:48:55, time: 0.883, data_time: 0.001, memory: 8450, top1_acc: 0.0938, top5_acc: 0.2458, loss_cls: 4.7037, loss: 4.7037 2020-07-02 09:40:24,840 - mmaction - INFO - Epoch [3][400/627] lr: 1.019e-02, eta: 1 day, 21:43:28, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.1021, top5_acc: 0.2583, loss_cls: 4.6188, loss: 4.6188 2020-07-02 09:40:42,521 - mmaction - INFO - Epoch [3][420/627] lr: 1.024e-02, eta: 1 day, 21:38:16, time: 0.883, data_time: 0.003, memory: 8450, top1_acc: 0.1083, top5_acc: 0.2979, loss_cls: 4.5839, loss: 4.5839 2020-07-02 09:41:00,187 - mmaction - INFO - Epoch [3][440/627] lr: 1.029e-02, eta: 1 day, 21:33:16, time: 0.885, data_time: 0.003, memory: 8450, top1_acc: 0.0979, top5_acc: 0.2833, loss_cls: 4.5470, loss: 4.5470 2020-07-02 09:41:17,787 - mmaction - INFO - Epoch [3][460/627] lr: 1.034e-02, eta: 1 day, 21:28:10, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1125, top5_acc: 0.2958, loss_cls: 4.5438, loss: 4.5438 2020-07-02 09:41:35,380 - mmaction - INFO - Epoch [3][480/627] lr: 1.039e-02, eta: 1 day, 21:23:15, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1021, top5_acc: 0.2625, loss_cls: 4.5426, loss: 4.5426 2020-07-02 09:41:53,002 - mmaction - INFO - Epoch [3][500/627] lr: 1.044e-02, eta: 1 day, 21:18:25, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.0833, top5_acc: 0.2646, loss_cls: 4.6916, loss: 4.6916 2020-07-02 09:42:10,582 - mmaction - INFO - Epoch [3][520/627] lr: 1.049e-02, eta: 1 day, 21:13:40, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1063, top5_acc: 0.2542, loss_cls: 4.6156, loss: 4.6156 2020-07-02 09:42:28,222 - mmaction - INFO - Epoch [3][540/627] lr: 1.054e-02, eta: 1 day, 21:09:03, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1125, top5_acc: 0.2771, loss_cls: 4.5135, loss: 4.5135 2020-07-02 09:42:45,784 - mmaction - INFO - Epoch [3][560/627] lr: 1.059e-02, eta: 1 day, 21:04:29, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.1187, top5_acc: 0.2771, loss_cls: 4.5803, loss: 4.5803 2020-07-02 09:43:03,384 - mmaction - INFO - Epoch [3][580/627] lr: 1.064e-02, eta: 1 day, 20:59:59, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1375, top5_acc: 0.2979, loss_cls: 4.4342, loss: 4.4342 2020-07-02 09:43:20,939 - mmaction - INFO - Epoch [3][600/627] lr: 1.069e-02, eta: 1 day, 20:55:37, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.1000, top5_acc: 0.2500, loss_cls: 4.6347, loss: 4.6347 2020-07-02 09:43:38,558 - mmaction - INFO - Epoch [3][620/627] lr: 1.074e-02, eta: 1 day, 20:51:19, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.0813, top5_acc: 0.2771, loss_cls: 4.6446, loss: 4.6446 2020-07-02 09:45:31,413 - mmaction - INFO - Epoch [4][20/627] lr: 1.081e-02, eta: 1 day, 22:37:47, time: 5.219, data_time: 4.330, memory: 8450, top1_acc: 0.0938, top5_acc: 0.2667, loss_cls: 4.5331, loss: 4.5331 2020-07-02 09:45:48,965 - mmaction - INFO - Epoch [4][40/627] lr: 1.086e-02, eta: 1 day, 22:32:27, time: 0.878, data_time: 0.003, memory: 8450, top1_acc: 0.1146, top5_acc: 0.2646, loss_cls: 4.5172, loss: 4.5172 2020-07-02 09:46:06,438 - mmaction - INFO - Epoch [4][60/627] lr: 1.091e-02, eta: 1 day, 22:27:07, time: 0.874, data_time: 0.001, memory: 8450, top1_acc: 0.1417, top5_acc: 0.3021, loss_cls: 4.4283, loss: 4.4283 2020-07-02 09:46:24,001 - mmaction - INFO - Epoch [4][80/627] lr: 1.096e-02, eta: 1 day, 22:21:59, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.1146, top5_acc: 0.2917, loss_cls: 4.4938, loss: 4.4938 2020-07-02 09:46:41,555 - mmaction - INFO - Epoch [4][100/627] lr: 1.101e-02, eta: 1 day, 22:17:00, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1208, top5_acc: 0.2625, loss_cls: 4.5928, loss: 4.5928 2020-07-02 09:46:59,116 - mmaction - INFO - Epoch [4][120/627] lr: 1.106e-02, eta: 1 day, 22:12:04, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.1083, top5_acc: 0.2854, loss_cls: 4.6140, loss: 4.6140 2020-07-02 09:47:16,722 - mmaction - INFO - Epoch [4][140/627] lr: 1.111e-02, eta: 1 day, 22:07:18, time: 0.881, data_time: 0.003, memory: 8450, top1_acc: 0.1313, top5_acc: 0.3063, loss_cls: 4.4666, loss: 4.4666 2020-07-02 09:47:34,271 - mmaction - INFO - Epoch [4][160/627] lr: 1.116e-02, eta: 1 day, 22:02:33, time: 0.878, data_time: 0.001, memory: 8450, top1_acc: 0.1313, top5_acc: 0.3104, loss_cls: 4.4560, loss: 4.4560 2020-07-02 09:47:51,926 - mmaction - INFO - Epoch [4][180/627] lr: 1.121e-02, eta: 1 day, 21:58:00, time: 0.882, data_time: 0.005, memory: 8450, top1_acc: 0.1271, top5_acc: 0.2813, loss_cls: 4.5061, loss: 4.5061 2020-07-02 09:48:09,540 - mmaction - INFO - Epoch [4][200/627] lr: 1.126e-02, eta: 1 day, 21:53:31, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1354, top5_acc: 0.3125, loss_cls: 4.4404, loss: 4.4404 2020-07-02 09:48:27,160 - mmaction - INFO - Epoch [4][220/627] lr: 1.132e-02, eta: 1 day, 21:49:06, time: 0.881, data_time: 0.001, memory: 8450, top1_acc: 0.1167, top5_acc: 0.2792, loss_cls: 4.6190, loss: 4.6190 2020-07-02 09:48:44,704 - mmaction - INFO - Epoch [4][240/627] lr: 1.137e-02, eta: 1 day, 21:44:40, time: 0.877, data_time: 0.001, memory: 8450, top1_acc: 0.1500, top5_acc: 0.2937, loss_cls: 4.5030, loss: 4.5030 2020-07-02 09:49:02,336 - mmaction - INFO - Epoch [4][260/627] lr: 1.142e-02, eta: 1 day, 21:40:24, time: 0.881, data_time: 0.003, memory: 8450, top1_acc: 0.1250, top5_acc: 0.2750, loss_cls: 4.5093, loss: 4.5093 2020-07-02 09:49:19,985 - mmaction - INFO - Epoch [4][280/627] lr: 1.147e-02, eta: 1 day, 21:36:16, time: 0.883, data_time: 0.002, memory: 8450, top1_acc: 0.1271, top5_acc: 0.2687, loss_cls: 4.5251, loss: 4.5251 2020-07-02 09:49:37,592 - mmaction - INFO - Epoch [4][300/627] lr: 1.152e-02, eta: 1 day, 21:32:08, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1250, top5_acc: 0.2812, loss_cls: 4.4939, loss: 4.4939 2020-07-02 09:49:55,172 - mmaction - INFO - Epoch [4][320/627] lr: 1.157e-02, eta: 1 day, 21:28:03, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1500, top5_acc: 0.3250, loss_cls: 4.3587, loss: 4.3587 2020-07-02 09:50:12,823 - mmaction - INFO - Epoch [4][340/627] lr: 1.162e-02, eta: 1 day, 21:24:05, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1333, top5_acc: 0.2687, loss_cls: 4.5376, loss: 4.5376 2020-07-02 09:50:30,464 - mmaction - INFO - Epoch [4][360/627] lr: 1.167e-02, eta: 1 day, 21:20:14, time: 0.883, data_time: 0.002, memory: 8450, top1_acc: 0.1333, top5_acc: 0.3000, loss_cls: 4.4417, loss: 4.4417 2020-07-02 09:50:48,042 - mmaction - INFO - Epoch [4][380/627] lr: 1.172e-02, eta: 1 day, 21:16:18, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1021, top5_acc: 0.2646, loss_cls: 4.7324, loss: 4.7324 2020-07-02 09:51:05,681 - mmaction - INFO - Epoch [4][400/627] lr: 1.177e-02, eta: 1 day, 21:12:33, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1292, top5_acc: 0.3104, loss_cls: 4.4986, loss: 4.4986 2020-07-02 09:51:23,261 - mmaction - INFO - Epoch [4][420/627] lr: 1.182e-02, eta: 1 day, 21:08:48, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1083, top5_acc: 0.2521, loss_cls: 4.5823, loss: 4.5823 2020-07-02 09:51:40,815 - mmaction - INFO - Epoch [4][440/627] lr: 1.187e-02, eta: 1 day, 21:05:03, time: 0.878, data_time: 0.001, memory: 8450, top1_acc: 0.1229, top5_acc: 0.2687, loss_cls: 4.6196, loss: 4.6196 2020-07-02 09:51:58,448 - mmaction - INFO - Epoch [4][460/627] lr: 1.192e-02, eta: 1 day, 21:01:27, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1708, top5_acc: 0.3187, loss_cls: 4.4283, loss: 4.4283 2020-07-02 09:52:16,104 - mmaction - INFO - Epoch [4][480/627] lr: 1.197e-02, eta: 1 day, 20:57:57, time: 0.884, data_time: 0.002, memory: 8450, top1_acc: 0.1146, top5_acc: 0.2687, loss_cls: 4.5838, loss: 4.5838 2020-07-02 09:52:33,730 - mmaction - INFO - Epoch [4][500/627] lr: 1.202e-02, eta: 1 day, 20:54:26, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1396, top5_acc: 0.3167, loss_cls: 4.3889, loss: 4.3889 2020-07-02 09:52:51,332 - mmaction - INFO - Epoch [4][520/627] lr: 1.208e-02, eta: 1 day, 20:51:00, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1417, top5_acc: 0.3125, loss_cls: 4.2816, loss: 4.2816 2020-07-02 09:53:08,947 - mmaction - INFO - Epoch [4][540/627] lr: 1.213e-02, eta: 1 day, 20:47:35, time: 0.880, data_time: 0.001, memory: 8450, top1_acc: 0.1313, top5_acc: 0.3062, loss_cls: 4.4308, loss: 4.4308 2020-07-02 09:53:26,576 - mmaction - INFO - Epoch [4][560/627] lr: 1.218e-02, eta: 1 day, 20:44:14, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1333, top5_acc: 0.2917, loss_cls: 4.4382, loss: 4.4382 2020-07-02 09:53:44,245 - mmaction - INFO - Epoch [4][580/627] lr: 1.223e-02, eta: 1 day, 20:41:01, time: 0.884, data_time: 0.002, memory: 8450, top1_acc: 0.1292, top5_acc: 0.3250, loss_cls: 4.4488, loss: 4.4488 2020-07-02 09:54:01,842 - mmaction - INFO - Epoch [4][600/627] lr: 1.228e-02, eta: 1 day, 20:37:45, time: 0.880, data_time: 0.001, memory: 8450, top1_acc: 0.1313, top5_acc: 0.2583, loss_cls: 4.4836, loss: 4.4836 2020-07-02 09:54:19,416 - mmaction - INFO - Epoch [4][620/627] lr: 1.233e-02, eta: 1 day, 20:34:29, time: 0.878, data_time: 0.003, memory: 8450, top1_acc: 0.1188, top5_acc: 0.3063, loss_cls: 4.4008, loss: 4.4008 2020-07-02 09:56:07,714 - mmaction - INFO - Epoch [5][20/627] lr: 1.239e-02, eta: 1 day, 21:51:04, time: 5.069, data_time: 4.007, memory: 8450, top1_acc: 0.1146, top5_acc: 0.2833, loss_cls: 4.5298, loss: 4.5298 2020-07-02 09:56:25,273 - mmaction - INFO - Epoch [5][40/627] lr: 1.244e-02, eta: 1 day, 21:47:14, time: 0.876, data_time: 0.004, memory: 8450, top1_acc: 0.1229, top5_acc: 0.3167, loss_cls: 4.4607, loss: 4.4607 2020-07-02 09:56:42,800 - mmaction - INFO - Epoch [5][60/627] lr: 1.249e-02, eta: 1 day, 21:43:29, time: 0.878, data_time: 0.003, memory: 8450, top1_acc: 0.1229, top5_acc: 0.2792, loss_cls: 4.4941, loss: 4.4941 2020-07-02 09:57:00,364 - mmaction - INFO - Epoch [5][80/627] lr: 1.255e-02, eta: 1 day, 21:39:47, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.1375, top5_acc: 0.3125, loss_cls: 4.3846, loss: 4.3846 2020-07-02 09:57:17,915 - mmaction - INFO - Epoch [5][100/627] lr: 1.260e-02, eta: 1 day, 21:36:10, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1125, top5_acc: 0.2937, loss_cls: 4.4179, loss: 4.4179 2020-07-02 09:57:35,501 - mmaction - INFO - Epoch [5][120/627] lr: 1.265e-02, eta: 1 day, 21:32:34, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1104, top5_acc: 0.2833, loss_cls: 4.5097, loss: 4.5097 2020-07-02 09:57:53,077 - mmaction - INFO - Epoch [5][140/627] lr: 1.270e-02, eta: 1 day, 21:29:05, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.1125, top5_acc: 0.2875, loss_cls: 4.5100, loss: 4.5100 2020-07-02 09:58:10,704 - mmaction - INFO - Epoch [5][160/627] lr: 1.275e-02, eta: 1 day, 21:25:40, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1375, top5_acc: 0.2833, loss_cls: 4.4419, loss: 4.4419 2020-07-02 09:58:28,234 - mmaction - INFO - Epoch [5][180/627] lr: 1.280e-02, eta: 1 day, 21:22:12, time: 0.876, data_time: 0.001, memory: 8450, top1_acc: 0.1292, top5_acc: 0.3229, loss_cls: 4.3490, loss: 4.3490 2020-07-02 09:58:45,914 - mmaction - INFO - Epoch [5][200/627] lr: 1.285e-02, eta: 1 day, 21:18:53, time: 0.882, data_time: 0.007, memory: 8450, top1_acc: 0.1479, top5_acc: 0.3271, loss_cls: 4.3443, loss: 4.3443 2020-07-02 09:59:03,454 - mmaction - INFO - Epoch [5][220/627] lr: 1.290e-02, eta: 1 day, 21:15:33, time: 0.879, data_time: 0.003, memory: 8450, top1_acc: 0.1479, top5_acc: 0.3271, loss_cls: 4.3726, loss: 4.3726 2020-07-02 09:59:21,095 - mmaction - INFO - Epoch [5][240/627] lr: 1.295e-02, eta: 1 day, 21:12:18, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1542, top5_acc: 0.3271, loss_cls: 4.4205, loss: 4.4205 2020-07-02 09:59:38,712 - mmaction - INFO - Epoch [5][260/627] lr: 1.300e-02, eta: 1 day, 21:09:07, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1604, top5_acc: 0.3833, loss_cls: 4.2742, loss: 4.2742 2020-07-02 09:59:56,304 - mmaction - INFO - Epoch [5][280/627] lr: 1.305e-02, eta: 1 day, 21:05:55, time: 0.879, data_time: 0.003, memory: 8450, top1_acc: 0.1354, top5_acc: 0.3104, loss_cls: 4.3582, loss: 4.3582 2020-07-02 10:00:21,586 - mmaction - INFO - Epoch [5][300/627] lr: 1.310e-02, eta: 1 day, 21:09:51, time: 1.258, data_time: 0.002, memory: 8450, top1_acc: 0.1104, top5_acc: 0.2646, loss_cls: 4.5770, loss: 4.5770 2020-07-02 10:00:39,159 - mmaction - INFO - Epoch [5][320/627] lr: 1.315e-02, eta: 1 day, 21:06:48, time: 0.885, data_time: 0.009, memory: 8450, top1_acc: 0.1604, top5_acc: 0.3646, loss_cls: 4.1961, loss: 4.1961 2020-07-02 10:00:56,781 - mmaction - INFO - Epoch [5][340/627] lr: 1.320e-02, eta: 1 day, 21:03:41, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1208, top5_acc: 0.3208, loss_cls: 4.3906, loss: 4.3906 2020-07-02 10:01:14,351 - mmaction - INFO - Epoch [5][360/627] lr: 1.325e-02, eta: 1 day, 21:00:37, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1375, top5_acc: 0.3250, loss_cls: 4.4250, loss: 4.4250 2020-07-02 10:01:31,923 - mmaction - INFO - Epoch [5][380/627] lr: 1.330e-02, eta: 1 day, 20:57:33, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1625, top5_acc: 0.3417, loss_cls: 4.2557, loss: 4.2557 2020-07-02 10:01:49,502 - mmaction - INFO - Epoch [5][400/627] lr: 1.336e-02, eta: 1 day, 20:54:32, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.1438, top5_acc: 0.3396, loss_cls: 4.3908, loss: 4.3908 2020-07-02 10:02:07,073 - mmaction - INFO - Epoch [5][420/627] lr: 1.341e-02, eta: 1 day, 20:51:32, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1375, top5_acc: 0.3083, loss_cls: 4.3931, loss: 4.3931 2020-07-02 10:02:24,648 - mmaction - INFO - Epoch [5][440/627] lr: 1.346e-02, eta: 1 day, 20:48:37, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1458, top5_acc: 0.3125, loss_cls: 4.3494, loss: 4.3494 2020-07-02 10:02:42,222 - mmaction - INFO - Epoch [5][460/627] lr: 1.351e-02, eta: 1 day, 20:45:41, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1208, top5_acc: 0.3000, loss_cls: 4.4516, loss: 4.4516 2020-07-02 10:02:59,814 - mmaction - INFO - Epoch [5][480/627] lr: 1.356e-02, eta: 1 day, 20:42:51, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1521, top5_acc: 0.3375, loss_cls: 4.3518, loss: 4.3518 2020-07-02 10:03:17,381 - mmaction - INFO - Epoch [5][500/627] lr: 1.361e-02, eta: 1 day, 20:40:00, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.1458, top5_acc: 0.3333, loss_cls: 4.3424, loss: 4.3424 2020-07-02 10:03:34,935 - mmaction - INFO - Epoch [5][520/627] lr: 1.366e-02, eta: 1 day, 20:37:10, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.1375, top5_acc: 0.3438, loss_cls: 4.2994, loss: 4.2994 2020-07-02 10:03:52,557 - mmaction - INFO - Epoch [5][540/627] lr: 1.371e-02, eta: 1 day, 20:34:27, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1250, top5_acc: 0.2979, loss_cls: 4.3864, loss: 4.3864 2020-07-02 10:04:10,186 - mmaction - INFO - Epoch [5][560/627] lr: 1.376e-02, eta: 1 day, 20:31:45, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1271, top5_acc: 0.3208, loss_cls: 4.3252, loss: 4.3252 2020-07-02 10:04:27,761 - mmaction - INFO - Epoch [5][580/627] lr: 1.381e-02, eta: 1 day, 20:29:03, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.1458, top5_acc: 0.3187, loss_cls: 4.3090, loss: 4.3090 2020-07-02 10:04:45,357 - mmaction - INFO - Epoch [5][600/627] lr: 1.386e-02, eta: 1 day, 20:26:23, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.1354, top5_acc: 0.3000, loss_cls: 4.5033, loss: 4.5033 2020-07-02 10:05:02,997 - mmaction - INFO - Epoch [5][620/627] lr: 1.391e-02, eta: 1 day, 20:23:47, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1250, top5_acc: 0.2667, loss_cls: 4.5373, loss: 4.5373 2020-07-02 10:07:10,021 - mmaction - INFO - Epoch [6][20/627] lr: 1.398e-02, eta: 1 day, 21:35:22, time: 5.704, data_time: 4.825, memory: 8450, top1_acc: 0.1333, top5_acc: 0.3375, loss_cls: 4.3045, loss: 4.3045 2020-07-02 10:07:27,513 - mmaction - INFO - Epoch [6][40/627] lr: 1.403e-02, eta: 1 day, 21:32:14, time: 0.875, data_time: 0.002, memory: 8450, top1_acc: 0.1333, top5_acc: 0.3271, loss_cls: 4.3749, loss: 4.3749 2020-07-02 10:07:45,052 - mmaction - INFO - Epoch [6][60/627] lr: 1.408e-02, eta: 1 day, 21:29:10, time: 0.876, data_time: 0.002, memory: 8450, top1_acc: 0.1417, top5_acc: 0.3458, loss_cls: 4.2852, loss: 4.2852 2020-07-02 10:08:02,571 - mmaction - INFO - Epoch [6][80/627] lr: 1.413e-02, eta: 1 day, 21:26:08, time: 0.876, data_time: 0.002, memory: 8450, top1_acc: 0.1417, top5_acc: 0.2979, loss_cls: 4.3531, loss: 4.3531 2020-07-02 10:08:20,139 - mmaction - INFO - Epoch [6][100/627] lr: 1.418e-02, eta: 1 day, 21:23:10, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1333, top5_acc: 0.2979, loss_cls: 4.4290, loss: 4.4290 2020-07-02 10:08:37,739 - mmaction - INFO - Epoch [6][120/627] lr: 1.423e-02, eta: 1 day, 21:20:17, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1333, top5_acc: 0.3104, loss_cls: 4.3791, loss: 4.3791 2020-07-02 10:08:55,324 - mmaction - INFO - Epoch [6][140/627] lr: 1.428e-02, eta: 1 day, 21:17:23, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1583, top5_acc: 0.3438, loss_cls: 4.1990, loss: 4.1990 2020-07-02 10:09:12,896 - mmaction - INFO - Epoch [6][160/627] lr: 1.433e-02, eta: 1 day, 21:14:31, time: 0.878, data_time: 0.001, memory: 8450, top1_acc: 0.1438, top5_acc: 0.3208, loss_cls: 4.3296, loss: 4.3296 2020-07-02 10:09:30,716 - mmaction - INFO - Epoch [6][180/627] lr: 1.438e-02, eta: 1 day, 21:11:43, time: 0.880, data_time: 0.001, memory: 8450, top1_acc: 0.1583, top5_acc: 0.3687, loss_cls: 4.2788, loss: 4.2788 2020-07-02 10:09:49,259 - mmaction - INFO - Epoch [6][200/627] lr: 1.443e-02, eta: 1 day, 21:09:51, time: 0.939, data_time: 0.063, memory: 8450, top1_acc: 0.1438, top5_acc: 0.3167, loss_cls: 4.3224, loss: 4.3224 2020-07-02 10:10:07,246 - mmaction - INFO - Epoch [6][220/627] lr: 1.448e-02, eta: 1 day, 21:07:24, time: 0.899, data_time: 0.002, memory: 8450, top1_acc: 0.1500, top5_acc: 0.3333, loss_cls: 4.3129, loss: 4.3129 2020-07-02 10:10:24,829 - mmaction - INFO - Epoch [6][240/627] lr: 1.453e-02, eta: 1 day, 21:04:39, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.1438, top5_acc: 0.3583, loss_cls: 4.3199, loss: 4.3199 2020-07-02 10:10:42,422 - mmaction - INFO - Epoch [6][260/627] lr: 1.458e-02, eta: 1 day, 21:01:56, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.1417, top5_acc: 0.2979, loss_cls: 4.3793, loss: 4.3793 2020-07-02 10:11:00,059 - mmaction - INFO - Epoch [6][280/627] lr: 1.463e-02, eta: 1 day, 20:59:17, time: 0.881, data_time: 0.003, memory: 8450, top1_acc: 0.1458, top5_acc: 0.3479, loss_cls: 4.2756, loss: 4.2756 2020-07-02 10:11:17,692 - mmaction - INFO - Epoch [6][300/627] lr: 1.468e-02, eta: 1 day, 20:56:41, time: 0.883, data_time: 0.002, memory: 8450, top1_acc: 0.1354, top5_acc: 0.3625, loss_cls: 4.2713, loss: 4.2713 2020-07-02 10:11:35,288 - mmaction - INFO - Epoch [6][320/627] lr: 1.474e-02, eta: 1 day, 20:54:03, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1354, top5_acc: 0.2812, loss_cls: 4.4061, loss: 4.4061 2020-07-02 10:11:52,902 - mmaction - INFO - Epoch [6][340/627] lr: 1.479e-02, eta: 1 day, 20:51:29, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1729, top5_acc: 0.3625, loss_cls: 4.1590, loss: 4.1590 2020-07-02 10:12:10,524 - mmaction - INFO - Epoch [6][360/627] lr: 1.484e-02, eta: 1 day, 20:48:55, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.1687, top5_acc: 0.3500, loss_cls: 4.2878, loss: 4.2878 2020-07-02 10:12:28,132 - mmaction - INFO - Epoch [6][380/627] lr: 1.489e-02, eta: 1 day, 20:46:23, time: 0.881, data_time: 0.003, memory: 8450, top1_acc: 0.1312, top5_acc: 0.3333, loss_cls: 4.4177, loss: 4.4177 2020-07-02 10:12:45,728 - mmaction - INFO - Epoch [6][400/627] lr: 1.494e-02, eta: 1 day, 20:43:53, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.1812, top5_acc: 0.3521, loss_cls: 4.2399, loss: 4.2399 2020-07-02 10:13:03,327 - mmaction - INFO - Epoch [6][420/627] lr: 1.499e-02, eta: 1 day, 20:41:24, time: 0.880, data_time: 0.001, memory: 8450, top1_acc: 0.1458, top5_acc: 0.2687, loss_cls: 4.4780, loss: 4.4780 2020-07-02 10:13:20,947 - mmaction - INFO - Epoch [6][440/627] lr: 1.504e-02, eta: 1 day, 20:38:55, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1604, top5_acc: 0.3417, loss_cls: 4.3373, loss: 4.3373 2020-07-02 10:13:38,487 - mmaction - INFO - Epoch [6][460/627] lr: 1.509e-02, eta: 1 day, 20:36:28, time: 0.879, data_time: 0.003, memory: 8450, top1_acc: 0.1646, top5_acc: 0.3646, loss_cls: 4.1350, loss: 4.1350 2020-07-02 10:13:56,122 - mmaction - INFO - Epoch [6][480/627] lr: 1.514e-02, eta: 1 day, 20:34:04, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1708, top5_acc: 0.3500, loss_cls: 4.2345, loss: 4.2345 2020-07-02 10:14:13,705 - mmaction - INFO - Epoch [6][500/627] lr: 1.519e-02, eta: 1 day, 20:31:40, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1542, top5_acc: 0.3625, loss_cls: 4.2129, loss: 4.2129 2020-07-02 10:14:31,354 - mmaction - INFO - Epoch [6][520/627] lr: 1.524e-02, eta: 1 day, 20:29:20, time: 0.883, data_time: 0.003, memory: 8450, top1_acc: 0.1542, top5_acc: 0.3313, loss_cls: 4.3243, loss: 4.3243 2020-07-02 10:14:48,943 - mmaction - INFO - Epoch [6][540/627] lr: 1.529e-02, eta: 1 day, 20:26:59, time: 0.880, data_time: 0.001, memory: 8450, top1_acc: 0.1646, top5_acc: 0.3125, loss_cls: 4.3874, loss: 4.3874 2020-07-02 10:15:06,558 - mmaction - INFO - Epoch [6][560/627] lr: 1.534e-02, eta: 1 day, 20:24:40, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1396, top5_acc: 0.3292, loss_cls: 4.3772, loss: 4.3772 2020-07-02 10:15:24,147 - mmaction - INFO - Epoch [6][580/627] lr: 1.539e-02, eta: 1 day, 20:22:21, time: 0.880, data_time: 0.001, memory: 8450, top1_acc: 0.1687, top5_acc: 0.3500, loss_cls: 4.1844, loss: 4.1844 2020-07-02 10:15:41,769 - mmaction - INFO - Epoch [6][600/627] lr: 1.544e-02, eta: 1 day, 20:20:04, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1354, top5_acc: 0.3479, loss_cls: 4.2911, loss: 4.2911 2020-07-02 10:15:59,370 - mmaction - INFO - Epoch [6][620/627] lr: 1.549e-02, eta: 1 day, 20:17:50, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1583, top5_acc: 0.3667, loss_cls: 4.2688, loss: 4.2688 2020-07-02 10:17:45,049 - mmaction - INFO - Epoch [7][20/627] lr: 1.556e-02, eta: 1 day, 21:06:31, time: 4.931, data_time: 3.984, memory: 8450, top1_acc: 0.1146, top5_acc: 0.2979, loss_cls: 4.4565, loss: 4.4565 2020-07-02 10:18:02,618 - mmaction - INFO - Epoch [7][40/627] lr: 1.561e-02, eta: 1 day, 21:03:59, time: 0.877, data_time: 0.003, memory: 8450, top1_acc: 0.1167, top5_acc: 0.3083, loss_cls: 4.3793, loss: 4.3793 2020-07-02 10:18:20,160 - mmaction - INFO - Epoch [7][60/627] lr: 1.566e-02, eta: 1 day, 21:01:30, time: 0.879, data_time: 0.003, memory: 8450, top1_acc: 0.1604, top5_acc: 0.3312, loss_cls: 4.2054, loss: 4.2054 2020-07-02 10:18:37,736 - mmaction - INFO - Epoch [7][80/627] lr: 1.571e-02, eta: 1 day, 20:59:01, time: 0.878, data_time: 0.003, memory: 8450, top1_acc: 0.1708, top5_acc: 0.3521, loss_cls: 4.1724, loss: 4.1724 2020-07-02 10:18:55,278 - mmaction - INFO - Epoch [7][100/627] lr: 1.576e-02, eta: 1 day, 20:56:35, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1521, top5_acc: 0.3125, loss_cls: 4.4057, loss: 4.4057 2020-07-02 10:19:12,867 - mmaction - INFO - Epoch [7][120/627] lr: 1.581e-02, eta: 1 day, 20:54:09, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1583, top5_acc: 0.3271, loss_cls: 4.2730, loss: 4.2730 2020-07-02 10:19:30,448 - mmaction - INFO - Epoch [7][140/627] lr: 1.586e-02, eta: 1 day, 20:51:47, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.1708, top5_acc: 0.3500, loss_cls: 4.2028, loss: 4.2028 2020-07-02 10:19:48,100 - mmaction - INFO - Epoch [7][160/627] lr: 1.591e-02, eta: 1 day, 20:49:26, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1667, top5_acc: 0.3604, loss_cls: 4.1680, loss: 4.1680 2020-07-02 10:20:06,460 - mmaction - INFO - Epoch [7][180/627] lr: 1.596e-02, eta: 1 day, 20:47:37, time: 0.919, data_time: 0.002, memory: 8450, top1_acc: 0.1792, top5_acc: 0.3625, loss_cls: 4.1675, loss: 4.1675 2020-07-02 10:20:23,989 - mmaction - INFO - Epoch [7][200/627] lr: 1.601e-02, eta: 1 day, 20:45:15, time: 0.876, data_time: 0.001, memory: 8450, top1_acc: 0.1333, top5_acc: 0.3333, loss_cls: 4.3930, loss: 4.3930 2020-07-02 10:20:41,630 - mmaction - INFO - Epoch [7][220/627] lr: 1.606e-02, eta: 1 day, 20:42:59, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1583, top5_acc: 0.3604, loss_cls: 4.1083, loss: 4.1083 2020-07-02 10:20:59,285 - mmaction - INFO - Epoch [7][240/627] lr: 1.611e-02, eta: 1 day, 20:40:45, time: 0.883, data_time: 0.002, memory: 8450, top1_acc: 0.1542, top5_acc: 0.3708, loss_cls: 4.2286, loss: 4.2286 2020-07-02 10:21:16,889 - mmaction - INFO - Epoch [7][260/627] lr: 1.616e-02, eta: 1 day, 20:38:29, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1646, top5_acc: 0.3229, loss_cls: 4.3870, loss: 4.3870 2020-07-02 10:21:34,481 - mmaction - INFO - Epoch [7][280/627] lr: 1.621e-02, eta: 1 day, 20:36:15, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1417, top5_acc: 0.3333, loss_cls: 4.2739, loss: 4.2739 2020-07-02 10:21:52,146 - mmaction - INFO - Epoch [7][300/627] lr: 1.626e-02, eta: 1 day, 20:34:04, time: 0.883, data_time: 0.002, memory: 8450, top1_acc: 0.1667, top5_acc: 0.3500, loss_cls: 4.2772, loss: 4.2772 2020-07-02 10:22:09,772 - mmaction - INFO - Epoch [7][320/627] lr: 1.632e-02, eta: 1 day, 20:31:53, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1563, top5_acc: 0.3750, loss_cls: 4.1071, loss: 4.1071 2020-07-02 10:22:27,420 - mmaction - INFO - Epoch [7][340/627] lr: 1.637e-02, eta: 1 day, 20:29:43, time: 0.882, data_time: 0.003, memory: 8450, top1_acc: 0.1625, top5_acc: 0.3479, loss_cls: 4.2382, loss: 4.2382 2020-07-02 10:22:44,999 - mmaction - INFO - Epoch [7][360/627] lr: 1.642e-02, eta: 1 day, 20:27:33, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1562, top5_acc: 0.3312, loss_cls: 4.1994, loss: 4.1994 2020-07-02 10:23:02,583 - mmaction - INFO - Epoch [7][380/627] lr: 1.647e-02, eta: 1 day, 20:25:23, time: 0.878, data_time: 0.002, memory: 8450, top1_acc: 0.1792, top5_acc: 0.3396, loss_cls: 4.1940, loss: 4.1940 2020-07-02 10:23:20,175 - mmaction - INFO - Epoch [7][400/627] lr: 1.652e-02, eta: 1 day, 20:23:16, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1542, top5_acc: 0.3250, loss_cls: 4.2408, loss: 4.2408 2020-07-02 10:23:37,835 - mmaction - INFO - Epoch [7][420/627] lr: 1.657e-02, eta: 1 day, 20:21:10, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1417, top5_acc: 0.3479, loss_cls: 4.2596, loss: 4.2596 2020-07-02 10:23:55,415 - mmaction - INFO - Epoch [7][440/627] lr: 1.662e-02, eta: 1 day, 20:19:05, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.1750, top5_acc: 0.3521, loss_cls: 4.2531, loss: 4.2531 2020-07-02 10:24:13,000 - mmaction - INFO - Epoch [7][460/627] lr: 1.667e-02, eta: 1 day, 20:16:59, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1792, top5_acc: 0.3646, loss_cls: 4.1078, loss: 4.1078 2020-07-02 10:24:30,618 - mmaction - INFO - Epoch [7][480/627] lr: 1.672e-02, eta: 1 day, 20:14:57, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1688, top5_acc: 0.3458, loss_cls: 4.2518, loss: 4.2518 2020-07-02 10:24:48,228 - mmaction - INFO - Epoch [7][500/627] lr: 1.677e-02, eta: 1 day, 20:12:54, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1625, top5_acc: 0.3729, loss_cls: 4.2202, loss: 4.2202 2020-07-02 10:25:05,883 - mmaction - INFO - Epoch [7][520/627] lr: 1.682e-02, eta: 1 day, 20:10:55, time: 0.884, data_time: 0.002, memory: 8450, top1_acc: 0.1708, top5_acc: 0.3458, loss_cls: 4.2388, loss: 4.2388 2020-07-02 10:25:23,573 - mmaction - INFO - Epoch [7][540/627] lr: 1.687e-02, eta: 1 day, 20:08:58, time: 0.884, data_time: 0.007, memory: 8450, top1_acc: 0.1375, top5_acc: 0.3479, loss_cls: 4.3940, loss: 4.3940 2020-07-02 10:25:41,194 - mmaction - INFO - Epoch [7][560/627] lr: 1.692e-02, eta: 1 day, 20:06:58, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.1896, top5_acc: 0.3958, loss_cls: 4.0186, loss: 4.0186 2020-07-02 10:25:58,770 - mmaction - INFO - Epoch [7][580/627] lr: 1.697e-02, eta: 1 day, 20:04:59, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1667, top5_acc: 0.3625, loss_cls: 4.1940, loss: 4.1940 2020-07-02 10:26:16,377 - mmaction - INFO - Epoch [7][600/627] lr: 1.702e-02, eta: 1 day, 20:03:01, time: 0.880, data_time: 0.001, memory: 8450, top1_acc: 0.1708, top5_acc: 0.3354, loss_cls: 4.1536, loss: 4.1536 2020-07-02 10:26:33,969 - mmaction - INFO - Epoch [7][620/627] lr: 1.707e-02, eta: 1 day, 20:01:03, time: 0.879, data_time: 0.003, memory: 8450, top1_acc: 0.1313, top5_acc: 0.3042, loss_cls: 4.3690, loss: 4.3690 2020-07-02 10:28:17,370 - mmaction - INFO - Epoch [8][20/627] lr: 1.713e-02, eta: 1 day, 20:40:58, time: 4.791, data_time: 3.851, memory: 8450, top1_acc: 0.1417, top5_acc: 0.3563, loss_cls: 4.2464, loss: 4.2464 2020-07-02 10:28:34,848 - mmaction - INFO - Epoch [8][40/627] lr: 1.718e-02, eta: 1 day, 20:38:48, time: 0.875, data_time: 0.003, memory: 8450, top1_acc: 0.1729, top5_acc: 0.4229, loss_cls: 3.9892, loss: 3.9892 2020-07-02 10:28:52,384 - mmaction - INFO - Epoch [8][60/627] lr: 1.724e-02, eta: 1 day, 20:36:40, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.2000, top5_acc: 0.3875, loss_cls: 4.0474, loss: 4.0474 2020-07-02 10:29:09,876 - mmaction - INFO - Epoch [8][80/627] lr: 1.729e-02, eta: 1 day, 20:34:31, time: 0.874, data_time: 0.001, memory: 8450, top1_acc: 0.1625, top5_acc: 0.3375, loss_cls: 4.3058, loss: 4.3058 2020-07-02 10:29:27,451 - mmaction - INFO - Epoch [8][100/627] lr: 1.734e-02, eta: 1 day, 20:32:26, time: 0.877, data_time: 0.002, memory: 8450, top1_acc: 0.1521, top5_acc: 0.3354, loss_cls: 4.3089, loss: 4.3089 2020-07-02 10:29:45,037 - mmaction - INFO - Epoch [8][120/627] lr: 1.739e-02, eta: 1 day, 20:30:24, time: 0.881, data_time: 0.003, memory: 8450, top1_acc: 0.1667, top5_acc: 0.3771, loss_cls: 4.0919, loss: 4.0919 2020-07-02 10:30:04,347 - mmaction - INFO - Epoch [8][140/627] lr: 1.744e-02, eta: 1 day, 20:29:18, time: 0.962, data_time: 0.003, memory: 8450, top1_acc: 0.1792, top5_acc: 0.3750, loss_cls: 4.0792, loss: 4.0792 2020-07-02 10:30:21,945 - mmaction - INFO - Epoch [8][160/627] lr: 1.749e-02, eta: 1 day, 20:27:20, time: 0.883, data_time: 0.004, memory: 8450, top1_acc: 0.1438, top5_acc: 0.3542, loss_cls: 4.3188, loss: 4.3188 2020-07-02 10:30:39,556 - mmaction - INFO - Epoch [8][180/627] lr: 1.754e-02, eta: 1 day, 20:25:18, time: 0.879, data_time: 0.001, memory: 8450, top1_acc: 0.1583, top5_acc: 0.3396, loss_cls: 4.2626, loss: 4.2626 2020-07-02 10:30:57,155 - mmaction - INFO - Epoch [8][200/627] lr: 1.759e-02, eta: 1 day, 20:23:20, time: 0.882, data_time: 0.003, memory: 8450, top1_acc: 0.1875, top5_acc: 0.3729, loss_cls: 4.1547, loss: 4.1547 2020-07-02 10:31:15,461 - mmaction - INFO - Epoch [8][220/627] lr: 1.764e-02, eta: 1 day, 20:21:22, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.2021, top5_acc: 0.3667, loss_cls: 4.0846, loss: 4.0846 2020-07-02 10:31:33,628 - mmaction - INFO - Epoch [8][240/627] lr: 1.769e-02, eta: 1 day, 20:20:07, time: 0.943, data_time: 0.067, memory: 8450, top1_acc: 0.1438, top5_acc: 0.3917, loss_cls: 4.2013, loss: 4.2013 2020-07-02 10:31:51,255 - mmaction - INFO - Epoch [8][260/627] lr: 1.774e-02, eta: 1 day, 20:18:10, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1938, top5_acc: 0.3875, loss_cls: 4.1927, loss: 4.1927 2020-07-02 10:32:08,832 - mmaction - INFO - Epoch [8][280/627] lr: 1.779e-02, eta: 1 day, 20:16:14, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1750, top5_acc: 0.3437, loss_cls: 4.1629, loss: 4.1629 2020-07-02 10:32:26,473 - mmaction - INFO - Epoch [8][300/627] lr: 1.784e-02, eta: 1 day, 20:14:19, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1667, top5_acc: 0.3458, loss_cls: 4.2054, loss: 4.2054 2020-07-02 10:32:44,088 - mmaction - INFO - Epoch [8][320/627] lr: 1.789e-02, eta: 1 day, 20:12:26, time: 0.882, data_time: 0.003, memory: 8450, top1_acc: 0.1688, top5_acc: 0.4063, loss_cls: 4.0818, loss: 4.0818 2020-07-02 10:33:01,680 - mmaction - INFO - Epoch [8][340/627] lr: 1.794e-02, eta: 1 day, 20:10:32, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1646, top5_acc: 0.3625, loss_cls: 4.1654, loss: 4.1654 2020-07-02 10:33:19,303 - mmaction - INFO - Epoch [8][360/627] lr: 1.799e-02, eta: 1 day, 20:08:40, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1833, top5_acc: 0.4000, loss_cls: 4.0823, loss: 4.0823 2020-07-02 10:33:36,885 - mmaction - INFO - Epoch [8][380/627] lr: 1.804e-02, eta: 1 day, 20:06:47, time: 0.879, data_time: 0.003, memory: 8450, top1_acc: 0.1708, top5_acc: 0.3583, loss_cls: 4.1157, loss: 4.1157 2020-07-02 10:33:54,486 - mmaction - INFO - Epoch [8][400/627] lr: 1.809e-02, eta: 1 day, 20:04:56, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1479, top5_acc: 0.3458, loss_cls: 4.1863, loss: 4.1863 2020-07-02 10:34:12,137 - mmaction - INFO - Epoch [8][420/627] lr: 1.815e-02, eta: 1 day, 20:03:07, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1688, top5_acc: 0.4021, loss_cls: 4.1030, loss: 4.1030 2020-07-02 10:34:29,714 - mmaction - INFO - Epoch [8][440/627] lr: 1.820e-02, eta: 1 day, 20:01:17, time: 0.880, data_time: 0.002, memory: 8450, top1_acc: 0.1937, top5_acc: 0.3688, loss_cls: 4.1171, loss: 4.1171 2020-07-02 10:34:47,340 - mmaction - INFO - Epoch [8][460/627] lr: 1.825e-02, eta: 1 day, 19:59:29, time: 0.881, data_time: 0.002, memory: 8450, top1_acc: 0.1687, top5_acc: 0.3312, loss_cls: 4.3034, loss: 4.3034 2020-07-02 10:35:09,429 - mmaction - INFO - Epoch [8][480/627] lr: 1.830e-02, eta: 1 day, 20:00:03, time: 1.102, data_time: 0.001, memory: 8450, top1_acc: 0.1604, top5_acc: 0.3854, loss_cls: 4.1013, loss: 4.1013 2020-07-02 10:35:28,128 - mmaction - INFO - Epoch [8][500/627] lr: 1.835e-02, eta: 1 day, 19:58:51, time: 0.937, data_time: 0.060, memory: 8450, top1_acc: 0.1792, top5_acc: 0.3729, loss_cls: 4.1347, loss: 4.1347 2020-07-02 10:35:45,760 - mmaction - INFO - Epoch [8][520/627] lr: 1.840e-02, eta: 1 day, 19:57:03, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1688, top5_acc: 0.3917, loss_cls: 4.0499, loss: 4.0499 2020-07-02 10:36:03,361 - mmaction - INFO - Epoch [8][540/627] lr: 1.845e-02, eta: 1 day, 19:55:18, time: 0.882, data_time: 0.003, memory: 8450, top1_acc: 0.1479, top5_acc: 0.3521, loss_cls: 4.2549, loss: 4.2549 2020-07-02 10:36:20,951 - mmaction - INFO - Epoch [8][560/627] lr: 1.850e-02, eta: 1 day, 19:53:32, time: 0.880, data_time: 0.003, memory: 8450, top1_acc: 0.1771, top5_acc: 0.3646, loss_cls: 4.0640, loss: 4.0640 2020-07-02 10:36:38,540 - mmaction - INFO - Epoch [8][580/627] lr: 1.855e-02, eta: 1 day, 19:51:46, time: 0.880, data_time: 0.004, memory: 8450, top1_acc: 0.1875, top5_acc: 0.3875, loss_cls: 4.0967, loss: 4.0967 2020-07-02 10:36:56,128 - mmaction - INFO - Epoch [8][600/627] lr: 1.860e-02, eta: 1 day, 19:50:01, time: 0.879, data_time: 0.002, memory: 8450, top1_acc: 0.1813, top5_acc: 0.3625, loss_cls: 4.1840, loss: 4.1840 2020-07-02 10:37:13,755 - mmaction - INFO - Epoch [8][620/627] lr: 1.865e-02, eta: 1 day, 19:48:18, time: 0.882, data_time: 0.002, memory: 8450, top1_acc: 0.1625, top5_acc: 0.3604, loss_cls: 4.1885, loss: 4.1885 2020-07-02 10:37:22,473 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-02 13:13:13,252 - mmaction - INFO - Epoch [9][20/627] lr: 1.871e-02, eta: 11 days, 2:31:03, time: 6.171, data_time: 4.623, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3813, loss_cls: 4.0426, loss: 4.0426 2020-07-02 13:13:30,833 - mmaction - INFO - Epoch [9][40/627] lr: 1.876e-02, eta: 6 days, 8:15:17, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.1792, top5_acc: 0.3646, loss_cls: 4.0947, loss: 4.0947 2020-07-02 13:13:48,377 - mmaction - INFO - Epoch [9][60/627] lr: 1.881e-02, eta: 4 days, 18:06:03, time: 0.876, data_time: 0.003, memory: 8451, top1_acc: 0.1854, top5_acc: 0.3938, loss_cls: 4.0438, loss: 4.0438 2020-07-02 13:14:05,970 - mmaction - INFO - Epoch [9][80/627] lr: 1.886e-02, eta: 3 days, 23:04:16, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.1417, top5_acc: 0.3354, loss_cls: 4.2079, loss: 4.2079 2020-07-02 13:14:23,578 - mmaction - INFO - Epoch [9][100/627] lr: 1.891e-02, eta: 3 days, 11:38:46, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.1625, top5_acc: 0.3521, loss_cls: 4.1667, loss: 4.1667 2020-07-02 13:14:41,219 - mmaction - INFO - Epoch [9][120/627] lr: 1.896e-02, eta: 3 days, 4:02:50, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3729, loss_cls: 4.0752, loss: 4.0752 2020-07-02 13:14:58,923 - mmaction - INFO - Epoch [9][140/627] lr: 1.901e-02, eta: 2 days, 22:37:35, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1687, top5_acc: 0.3458, loss_cls: 4.1434, loss: 4.1434 2020-07-02 13:15:16,547 - mmaction - INFO - Epoch [9][160/627] lr: 1.906e-02, eta: 2 days, 18:32:37, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.1521, top5_acc: 0.3792, loss_cls: 4.1540, loss: 4.1540 2020-07-02 13:15:34,211 - mmaction - INFO - Epoch [9][180/627] lr: 1.911e-02, eta: 2 days, 15:22:26, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.1333, top5_acc: 0.3271, loss_cls: 4.2291, loss: 4.2291 2020-07-02 13:15:52,275 - mmaction - INFO - Epoch [9][200/627] lr: 1.916e-02, eta: 2 days, 12:55:47, time: 0.904, data_time: 0.024, memory: 8451, top1_acc: 0.1854, top5_acc: 0.3750, loss_cls: 4.1039, loss: 4.1039 2020-07-02 13:16:10,131 - mmaction - INFO - Epoch [9][220/627] lr: 1.921e-02, eta: 2 days, 10:52:34, time: 0.891, data_time: 0.011, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3687, loss_cls: 4.1618, loss: 4.1618 2020-07-02 13:16:28,125 - mmaction - INFO - Epoch [9][240/627] lr: 1.926e-02, eta: 2 days, 9:12:15, time: 0.902, data_time: 0.022, memory: 8451, top1_acc: 0.1938, top5_acc: 0.3625, loss_cls: 4.1004, loss: 4.1004 2020-07-02 13:16:46,108 - mmaction - INFO - Epoch [9][260/627] lr: 1.932e-02, eta: 2 days, 7:46:29, time: 0.898, data_time: 0.018, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3750, loss_cls: 4.0594, loss: 4.0594 2020-07-02 13:17:04,150 - mmaction - INFO - Epoch [9][280/627] lr: 1.937e-02, eta: 2 days, 6:33:58, time: 0.903, data_time: 0.022, memory: 8451, top1_acc: 0.1667, top5_acc: 0.3708, loss_cls: 4.0842, loss: 4.0842 2020-07-02 13:17:22,206 - mmaction - INFO - Epoch [9][300/627] lr: 1.942e-02, eta: 2 days, 5:30:48, time: 0.902, data_time: 0.021, memory: 8451, top1_acc: 0.1500, top5_acc: 0.3604, loss_cls: 4.2015, loss: 4.2015 2020-07-02 13:17:39,881 - mmaction - INFO - Epoch [9][320/627] lr: 1.947e-02, eta: 2 days, 4:32:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1667, top5_acc: 0.3604, loss_cls: 4.1704, loss: 4.1704 2020-07-02 13:17:57,571 - mmaction - INFO - Epoch [9][340/627] lr: 1.952e-02, eta: 2 days, 3:41:19, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2083, top5_acc: 0.3958, loss_cls: 4.0228, loss: 4.0228 2020-07-02 13:18:15,290 - mmaction - INFO - Epoch [9][360/627] lr: 1.957e-02, eta: 2 days, 2:56:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1583, top5_acc: 0.3646, loss_cls: 4.1496, loss: 4.1496 2020-07-02 13:18:32,966 - mmaction - INFO - Epoch [9][380/627] lr: 1.962e-02, eta: 2 days, 2:14:58, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.1583, top5_acc: 0.3708, loss_cls: 4.1979, loss: 4.1979 2020-07-02 13:18:50,652 - mmaction - INFO - Epoch [9][400/627] lr: 1.967e-02, eta: 2 days, 1:38:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1771, top5_acc: 0.3917, loss_cls: 4.0496, loss: 4.0496 2020-07-02 13:19:08,325 - mmaction - INFO - Epoch [9][420/627] lr: 1.972e-02, eta: 2 days, 1:04:41, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.1583, top5_acc: 0.3687, loss_cls: 4.1933, loss: 4.1933 2020-07-02 13:19:26,070 - mmaction - INFO - Epoch [9][440/627] lr: 1.977e-02, eta: 2 days, 0:34:44, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3667, loss_cls: 4.1334, loss: 4.1334 2020-07-02 13:19:43,914 - mmaction - INFO - Epoch [9][460/627] lr: 1.982e-02, eta: 2 days, 0:07:55, time: 0.893, data_time: 0.008, memory: 8451, top1_acc: 0.2062, top5_acc: 0.3896, loss_cls: 4.0402, loss: 4.0402 2020-07-02 13:20:01,594 - mmaction - INFO - Epoch [9][480/627] lr: 1.987e-02, eta: 1 day, 23:42:14, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.1812, top5_acc: 0.3854, loss_cls: 4.0910, loss: 4.0910 2020-07-02 13:20:19,245 - mmaction - INFO - Epoch [9][500/627] lr: 1.992e-02, eta: 1 day, 23:18:42, time: 0.884, data_time: 0.004, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3458, loss_cls: 4.2498, loss: 4.2498 2020-07-02 13:20:36,961 - mmaction - INFO - Epoch [9][520/627] lr: 1.997e-02, eta: 1 day, 22:57:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4063, loss_cls: 4.0305, loss: 4.0305 2020-07-02 13:20:54,674 - mmaction - INFO - Epoch [9][540/627] lr: 2.002e-02, eta: 1 day, 22:37:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1854, top5_acc: 0.4125, loss_cls: 3.9894, loss: 3.9894 2020-07-02 13:21:12,385 - mmaction - INFO - Epoch [9][560/627] lr: 2.007e-02, eta: 1 day, 22:18:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4250, loss_cls: 3.9215, loss: 3.9215 2020-07-02 13:21:30,059 - mmaction - INFO - Epoch [9][580/627] lr: 2.012e-02, eta: 1 day, 22:01:05, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1625, top5_acc: 0.3604, loss_cls: 4.1638, loss: 4.1638 2020-07-02 13:21:47,702 - mmaction - INFO - Epoch [9][600/627] lr: 2.017e-02, eta: 1 day, 21:44:41, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1667, top5_acc: 0.3604, loss_cls: 4.1641, loss: 4.1641 2020-07-02 13:22:05,475 - mmaction - INFO - Epoch [9][620/627] lr: 2.023e-02, eta: 1 day, 21:29:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1979, top5_acc: 0.3833, loss_cls: 4.0921, loss: 4.0921 2020-07-02 13:23:49,960 - mmaction - INFO - Epoch [10][20/627] lr: 2.028e-02, eta: 2 days, 1:57:31, time: 4.792, data_time: 3.916, memory: 8451, top1_acc: 0.1854, top5_acc: 0.3813, loss_cls: 4.0574, loss: 4.0574 2020-07-02 13:24:07,504 - mmaction - INFO - Epoch [10][40/627] lr: 2.033e-02, eta: 2 days, 1:35:09, time: 0.877, data_time: 0.001, memory: 8451, top1_acc: 0.1688, top5_acc: 0.3438, loss_cls: 4.1962, loss: 4.1962 2020-07-02 13:24:25,099 - mmaction - INFO - Epoch [10][60/627] lr: 2.038e-02, eta: 2 days, 1:14:06, time: 0.878, data_time: 0.002, memory: 8451, top1_acc: 0.1729, top5_acc: 0.3708, loss_cls: 4.1505, loss: 4.1505 2020-07-02 13:24:42,709 - mmaction - INFO - Epoch [10][80/627] lr: 2.043e-02, eta: 2 days, 0:54:28, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.1729, top5_acc: 0.3771, loss_cls: 4.1712, loss: 4.1712 2020-07-02 13:25:00,342 - mmaction - INFO - Epoch [10][100/627] lr: 2.048e-02, eta: 2 days, 0:35:55, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.1729, top5_acc: 0.3667, loss_cls: 4.2051, loss: 4.2051 2020-07-02 13:25:18,050 - mmaction - INFO - Epoch [10][120/627] lr: 2.053e-02, eta: 2 days, 0:18:43, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1854, top5_acc: 0.3583, loss_cls: 4.0542, loss: 4.0542 2020-07-02 13:25:35,761 - mmaction - INFO - Epoch [10][140/627] lr: 2.058e-02, eta: 2 days, 0:02:19, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4208, loss_cls: 3.9488, loss: 3.9488 2020-07-02 13:25:53,439 - mmaction - INFO - Epoch [10][160/627] lr: 2.063e-02, eta: 1 day, 23:46:33, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.3500, loss_cls: 4.1317, loss: 4.1317 2020-07-02 13:26:11,108 - mmaction - INFO - Epoch [10][180/627] lr: 2.068e-02, eta: 1 day, 23:31:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1771, top5_acc: 0.3500, loss_cls: 4.0286, loss: 4.0286 2020-07-02 13:26:28,823 - mmaction - INFO - Epoch [10][200/627] lr: 2.073e-02, eta: 1 day, 23:17:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1750, top5_acc: 0.3604, loss_cls: 4.1365, loss: 4.1365 2020-07-02 13:26:46,481 - mmaction - INFO - Epoch [10][220/627] lr: 2.079e-02, eta: 1 day, 23:03:53, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1583, top5_acc: 0.3500, loss_cls: 4.1435, loss: 4.1435 2020-07-02 13:27:04,251 - mmaction - INFO - Epoch [10][240/627] lr: 2.084e-02, eta: 1 day, 22:51:11, time: 0.888, data_time: 0.006, memory: 8451, top1_acc: 0.1896, top5_acc: 0.4021, loss_cls: 4.0368, loss: 4.0368 2020-07-02 13:27:22,271 - mmaction - INFO - Epoch [10][260/627] lr: 2.089e-02, eta: 1 day, 22:39:50, time: 0.902, data_time: 0.020, memory: 8451, top1_acc: 0.1750, top5_acc: 0.3479, loss_cls: 4.2037, loss: 4.2037 2020-07-02 13:27:39,971 - mmaction - INFO - Epoch [10][280/627] lr: 2.094e-02, eta: 1 day, 22:27:59, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.1979, top5_acc: 0.3958, loss_cls: 3.9666, loss: 3.9666 2020-07-02 13:27:57,685 - mmaction - INFO - Epoch [10][300/627] lr: 2.099e-02, eta: 1 day, 22:16:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2000, top5_acc: 0.3729, loss_cls: 4.0322, loss: 4.0322 2020-07-02 13:28:15,375 - mmaction - INFO - Epoch [10][320/627] lr: 2.104e-02, eta: 1 day, 22:05:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2042, top5_acc: 0.3771, loss_cls: 4.0301, loss: 4.0301 2020-07-02 13:28:33,118 - mmaction - INFO - Epoch [10][340/627] lr: 2.109e-02, eta: 1 day, 21:55:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.1771, top5_acc: 0.3333, loss_cls: 4.1843, loss: 4.1843 2020-07-02 13:28:50,839 - mmaction - INFO - Epoch [10][360/627] lr: 2.114e-02, eta: 1 day, 21:45:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1687, top5_acc: 0.3875, loss_cls: 4.0137, loss: 4.0137 2020-07-02 13:29:08,545 - mmaction - INFO - Epoch [10][380/627] lr: 2.119e-02, eta: 1 day, 21:36:01, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.1729, top5_acc: 0.3646, loss_cls: 4.1642, loss: 4.1642 2020-07-02 13:29:26,220 - mmaction - INFO - Epoch [10][400/627] lr: 2.124e-02, eta: 1 day, 21:26:38, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.1792, top5_acc: 0.3958, loss_cls: 4.0361, loss: 4.0361 2020-07-02 13:29:43,898 - mmaction - INFO - Epoch [10][420/627] lr: 2.129e-02, eta: 1 day, 21:17:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1750, top5_acc: 0.4125, loss_cls: 3.9637, loss: 3.9637 2020-07-02 13:30:01,612 - mmaction - INFO - Epoch [10][440/627] lr: 2.134e-02, eta: 1 day, 21:09:05, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.1667, top5_acc: 0.3854, loss_cls: 4.0563, loss: 4.0563 2020-07-02 13:30:19,647 - mmaction - INFO - Epoch [10][460/627] lr: 2.139e-02, eta: 1 day, 21:01:38, time: 0.903, data_time: 0.003, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3396, loss_cls: 4.1832, loss: 4.1832 2020-07-02 13:30:37,303 - mmaction - INFO - Epoch [10][480/627] lr: 2.144e-02, eta: 1 day, 20:53:32, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3854, loss_cls: 4.0704, loss: 4.0704 2020-07-02 13:30:55,006 - mmaction - INFO - Epoch [10][500/627] lr: 2.149e-02, eta: 1 day, 20:45:48, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3854, loss_cls: 4.0314, loss: 4.0314 2020-07-02 13:31:12,729 - mmaction - INFO - Epoch [10][520/627] lr: 2.154e-02, eta: 1 day, 20:38:23, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1792, top5_acc: 0.3500, loss_cls: 4.1410, loss: 4.1410 2020-07-02 13:31:30,444 - mmaction - INFO - Epoch [10][540/627] lr: 2.159e-02, eta: 1 day, 20:31:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1812, top5_acc: 0.4104, loss_cls: 4.0609, loss: 4.0609 2020-07-02 13:31:48,167 - mmaction - INFO - Epoch [10][560/627] lr: 2.164e-02, eta: 1 day, 20:24:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1854, top5_acc: 0.3417, loss_cls: 4.2546, loss: 4.2546 2020-07-02 13:32:05,876 - mmaction - INFO - Epoch [10][580/627] lr: 2.169e-02, eta: 1 day, 20:17:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3750, loss_cls: 4.1250, loss: 4.1250 2020-07-02 13:32:23,602 - mmaction - INFO - Epoch [10][600/627] lr: 2.174e-02, eta: 1 day, 20:11:00, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.1792, top5_acc: 0.3854, loss_cls: 4.0335, loss: 4.0335 2020-07-02 13:32:41,294 - mmaction - INFO - Epoch [10][620/627] lr: 2.180e-02, eta: 1 day, 20:04:37, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3604, loss_cls: 4.1231, loss: 4.1231 2020-07-02 13:34:34,526 - mmaction - INFO - Epoch [11][20/627] lr: 2.185e-02, eta: 1 day, 22:42:31, time: 5.314, data_time: 4.037, memory: 8451, top1_acc: 0.1750, top5_acc: 0.3708, loss_cls: 4.1092, loss: 4.1092 2020-07-02 13:34:52,206 - mmaction - INFO - Epoch [11][40/627] lr: 2.190e-02, eta: 1 day, 22:33:57, time: 0.884, data_time: 0.004, memory: 8451, top1_acc: 0.1896, top5_acc: 0.3625, loss_cls: 4.0531, loss: 4.0531 2020-07-02 13:35:10,269 - mmaction - INFO - Epoch [11][60/627] lr: 2.195e-02, eta: 1 day, 22:26:26, time: 0.904, data_time: 0.027, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3833, loss_cls: 4.2149, loss: 4.2149 2020-07-02 13:35:28,507 - mmaction - INFO - Epoch [11][80/627] lr: 2.200e-02, eta: 1 day, 22:19:24, time: 0.911, data_time: 0.031, memory: 8451, top1_acc: 0.1458, top5_acc: 0.3625, loss_cls: 4.1848, loss: 4.1848 2020-07-02 13:35:46,165 - mmaction - INFO - Epoch [11][100/627] lr: 2.205e-02, eta: 1 day, 22:11:31, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3292, loss_cls: 4.2729, loss: 4.2729 2020-07-02 13:36:04,156 - mmaction - INFO - Epoch [11][120/627] lr: 2.210e-02, eta: 1 day, 22:04:26, time: 0.899, data_time: 0.018, memory: 8451, top1_acc: 0.2063, top5_acc: 0.4042, loss_cls: 4.0143, loss: 4.0143 2020-07-02 13:36:22,146 - mmaction - INFO - Epoch [11][140/627] lr: 2.215e-02, eta: 1 day, 21:57:35, time: 0.900, data_time: 0.020, memory: 8451, top1_acc: 0.1729, top5_acc: 0.3625, loss_cls: 4.1259, loss: 4.1259 2020-07-02 13:36:40,165 - mmaction - INFO - Epoch [11][160/627] lr: 2.220e-02, eta: 1 day, 21:50:56, time: 0.900, data_time: 0.019, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3875, loss_cls: 4.0988, loss: 4.0988 2020-07-02 13:36:58,131 - mmaction - INFO - Epoch [11][180/627] lr: 2.225e-02, eta: 1 day, 21:44:24, time: 0.899, data_time: 0.019, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3750, loss_cls: 4.0945, loss: 4.0945 2020-07-02 13:37:16,175 - mmaction - INFO - Epoch [11][200/627] lr: 2.230e-02, eta: 1 day, 21:38:08, time: 0.901, data_time: 0.019, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3938, loss_cls: 4.0623, loss: 4.0623 2020-07-02 13:37:34,133 - mmaction - INFO - Epoch [11][220/627] lr: 2.235e-02, eta: 1 day, 21:31:57, time: 0.899, data_time: 0.019, memory: 8451, top1_acc: 0.1750, top5_acc: 0.3542, loss_cls: 4.1401, loss: 4.1401 2020-07-02 13:37:51,849 - mmaction - INFO - Epoch [11][240/627] lr: 2.240e-02, eta: 1 day, 21:25:25, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1896, top5_acc: 0.3708, loss_cls: 4.0976, loss: 4.0976 2020-07-02 13:38:09,571 - mmaction - INFO - Epoch [11][260/627] lr: 2.245e-02, eta: 1 day, 21:19:07, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4146, loss_cls: 3.9423, loss: 3.9423 2020-07-02 13:38:27,258 - mmaction - INFO - Epoch [11][280/627] lr: 2.250e-02, eta: 1 day, 21:12:53, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2063, top5_acc: 0.3958, loss_cls: 3.9051, loss: 3.9051 2020-07-02 13:38:44,965 - mmaction - INFO - Epoch [11][300/627] lr: 2.255e-02, eta: 1 day, 21:06:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1563, top5_acc: 0.3396, loss_cls: 4.2182, loss: 4.2182 2020-07-02 13:39:02,694 - mmaction - INFO - Epoch [11][320/627] lr: 2.261e-02, eta: 1 day, 21:01:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2021, top5_acc: 0.3792, loss_cls: 4.0437, loss: 4.0437 2020-07-02 13:39:20,368 - mmaction - INFO - Epoch [11][340/627] lr: 2.266e-02, eta: 1 day, 20:55:14, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4333, loss_cls: 3.9081, loss: 3.9081 2020-07-02 13:39:38,085 - mmaction - INFO - Epoch [11][360/627] lr: 2.271e-02, eta: 1 day, 20:49:38, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4188, loss_cls: 3.9072, loss: 3.9072 2020-07-02 13:39:55,787 - mmaction - INFO - Epoch [11][380/627] lr: 2.276e-02, eta: 1 day, 20:44:09, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3875, loss_cls: 4.0295, loss: 4.0295 2020-07-02 13:40:13,505 - mmaction - INFO - Epoch [11][400/627] lr: 2.281e-02, eta: 1 day, 20:38:47, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.1854, top5_acc: 0.3708, loss_cls: 4.0949, loss: 4.0949 2020-07-02 13:40:31,212 - mmaction - INFO - Epoch [11][420/627] lr: 2.286e-02, eta: 1 day, 20:33:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1938, top5_acc: 0.3771, loss_cls: 4.0229, loss: 4.0229 2020-07-02 13:40:48,935 - mmaction - INFO - Epoch [11][440/627] lr: 2.291e-02, eta: 1 day, 20:28:27, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.1771, top5_acc: 0.3708, loss_cls: 4.0589, loss: 4.0589 2020-07-02 13:41:06,608 - mmaction - INFO - Epoch [11][460/627] lr: 2.296e-02, eta: 1 day, 20:23:27, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4021, loss_cls: 3.9941, loss: 3.9941 2020-07-02 13:41:24,329 - mmaction - INFO - Epoch [11][480/627] lr: 2.301e-02, eta: 1 day, 20:18:34, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1854, top5_acc: 0.3875, loss_cls: 3.9979, loss: 3.9979 2020-07-02 13:41:42,041 - mmaction - INFO - Epoch [11][500/627] lr: 2.306e-02, eta: 1 day, 20:13:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1854, top5_acc: 0.4000, loss_cls: 3.9194, loss: 3.9194 2020-07-02 13:41:59,769 - mmaction - INFO - Epoch [11][520/627] lr: 2.311e-02, eta: 1 day, 20:09:08, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1750, top5_acc: 0.3771, loss_cls: 4.0957, loss: 4.0957 2020-07-02 13:42:17,468 - mmaction - INFO - Epoch [11][540/627] lr: 2.316e-02, eta: 1 day, 20:04:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3521, loss_cls: 4.1404, loss: 4.1404 2020-07-02 13:42:35,171 - mmaction - INFO - Epoch [11][560/627] lr: 2.321e-02, eta: 1 day, 20:00:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3667, loss_cls: 4.1222, loss: 4.1222 2020-07-02 13:42:52,902 - mmaction - INFO - Epoch [11][580/627] lr: 2.326e-02, eta: 1 day, 19:55:39, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4000, loss_cls: 3.9414, loss: 3.9414 2020-07-02 13:43:10,601 - mmaction - INFO - Epoch [11][600/627] lr: 2.331e-02, eta: 1 day, 19:51:21, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4104, loss_cls: 3.9095, loss: 3.9095 2020-07-02 13:43:28,318 - mmaction - INFO - Epoch [11][620/627] lr: 2.336e-02, eta: 1 day, 19:47:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4104, loss_cls: 3.9304, loss: 3.9304 2020-07-02 13:45:33,491 - mmaction - INFO - Epoch [12][20/627] lr: 2.341e-02, eta: 1 day, 21:46:27, time: 5.832, data_time: 4.917, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3792, loss_cls: 4.0994, loss: 4.0994 2020-07-02 13:45:51,156 - mmaction - INFO - Epoch [12][40/627] lr: 2.346e-02, eta: 1 day, 21:41:00, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.1896, top5_acc: 0.3896, loss_cls: 4.0507, loss: 4.0507 2020-07-02 13:46:08,729 - mmaction - INFO - Epoch [12][60/627] lr: 2.351e-02, eta: 1 day, 21:35:38, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.1813, top5_acc: 0.3708, loss_cls: 4.1508, loss: 4.1508 2020-07-02 13:46:26,366 - mmaction - INFO - Epoch [12][80/627] lr: 2.356e-02, eta: 1 day, 21:30:22, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4042, loss_cls: 4.0033, loss: 4.0033 2020-07-02 13:46:44,038 - mmaction - INFO - Epoch [12][100/627] lr: 2.361e-02, eta: 1 day, 21:25:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1875, top5_acc: 0.4125, loss_cls: 4.0103, loss: 4.0103 2020-07-02 13:47:01,685 - mmaction - INFO - Epoch [12][120/627] lr: 2.366e-02, eta: 1 day, 21:20:14, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.1917, top5_acc: 0.4000, loss_cls: 4.0279, loss: 4.0279 2020-07-02 13:47:19,394 - mmaction - INFO - Epoch [12][140/627] lr: 2.371e-02, eta: 1 day, 21:15:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4021, loss_cls: 4.0168, loss: 4.0168 2020-07-02 13:47:37,123 - mmaction - INFO - Epoch [12][160/627] lr: 2.376e-02, eta: 1 day, 21:10:38, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1750, top5_acc: 0.3812, loss_cls: 4.1455, loss: 4.1455 2020-07-02 13:47:54,791 - mmaction - INFO - Epoch [12][180/627] lr: 2.382e-02, eta: 1 day, 21:05:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1667, top5_acc: 0.3771, loss_cls: 4.0449, loss: 4.0449 2020-07-02 13:48:12,554 - mmaction - INFO - Epoch [12][200/627] lr: 2.387e-02, eta: 1 day, 21:01:23, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.1792, top5_acc: 0.3875, loss_cls: 4.0204, loss: 4.0204 2020-07-02 13:48:30,190 - mmaction - INFO - Epoch [12][220/627] lr: 2.392e-02, eta: 1 day, 20:56:48, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2125, top5_acc: 0.3833, loss_cls: 3.9601, loss: 3.9601 2020-07-02 13:48:47,882 - mmaction - INFO - Epoch [12][240/627] lr: 2.397e-02, eta: 1 day, 20:52:20, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.1833, top5_acc: 0.4104, loss_cls: 4.0166, loss: 4.0166 2020-07-02 13:49:05,597 - mmaction - INFO - Epoch [12][260/627] lr: 2.402e-02, eta: 1 day, 20:47:59, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2125, top5_acc: 0.3979, loss_cls: 3.9313, loss: 3.9313 2020-07-02 13:49:23,329 - mmaction - INFO - Epoch [12][280/627] lr: 2.407e-02, eta: 1 day, 20:43:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1854, top5_acc: 0.3688, loss_cls: 3.9605, loss: 3.9605 2020-07-02 13:49:41,021 - mmaction - INFO - Epoch [12][300/627] lr: 2.412e-02, eta: 1 day, 20:39:29, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1792, top5_acc: 0.3625, loss_cls: 4.2206, loss: 4.2206 2020-07-02 13:49:58,681 - mmaction - INFO - Epoch [12][320/627] lr: 2.417e-02, eta: 1 day, 20:35:18, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2042, top5_acc: 0.3979, loss_cls: 3.9184, loss: 3.9184 2020-07-02 13:50:16,348 - mmaction - INFO - Epoch [12][340/627] lr: 2.422e-02, eta: 1 day, 20:31:11, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2021, top5_acc: 0.3937, loss_cls: 3.9328, loss: 3.9328 2020-07-02 13:50:34,246 - mmaction - INFO - Epoch [12][360/627] lr: 2.427e-02, eta: 1 day, 20:27:24, time: 0.895, data_time: 0.011, memory: 8451, top1_acc: 0.1812, top5_acc: 0.3771, loss_cls: 4.0899, loss: 4.0899 2020-07-02 13:50:52,457 - mmaction - INFO - Epoch [12][380/627] lr: 2.432e-02, eta: 1 day, 20:24:02, time: 0.911, data_time: 0.031, memory: 8451, top1_acc: 0.2229, top5_acc: 0.3917, loss_cls: 3.9392, loss: 3.9392 2020-07-02 13:51:10,182 - mmaction - INFO - Epoch [12][400/627] lr: 2.437e-02, eta: 1 day, 20:20:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1896, top5_acc: 0.4083, loss_cls: 3.9216, loss: 3.9216 2020-07-02 13:51:28,242 - mmaction - INFO - Epoch [12][420/627] lr: 2.442e-02, eta: 1 day, 20:16:44, time: 0.903, data_time: 0.017, memory: 8451, top1_acc: 0.2021, top5_acc: 0.3646, loss_cls: 4.1439, loss: 4.1439 2020-07-02 13:51:45,923 - mmaction - INFO - Epoch [12][440/627] lr: 2.447e-02, eta: 1 day, 20:12:58, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4042, loss_cls: 3.9261, loss: 3.9261 2020-07-02 13:52:03,637 - mmaction - INFO - Epoch [12][460/627] lr: 2.452e-02, eta: 1 day, 20:09:14, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3792, loss_cls: 4.1161, loss: 4.1161 2020-07-02 13:52:21,397 - mmaction - INFO - Epoch [12][480/627] lr: 2.457e-02, eta: 1 day, 20:05:41, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.1896, top5_acc: 0.3667, loss_cls: 4.0680, loss: 4.0680 2020-07-02 13:52:39,133 - mmaction - INFO - Epoch [12][500/627] lr: 2.462e-02, eta: 1 day, 20:02:06, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3750, loss_cls: 4.0214, loss: 4.0214 2020-07-02 13:52:56,857 - mmaction - INFO - Epoch [12][520/627] lr: 2.467e-02, eta: 1 day, 19:58:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1812, top5_acc: 0.3917, loss_cls: 4.0546, loss: 4.0546 2020-07-02 13:53:14,588 - mmaction - INFO - Epoch [12][540/627] lr: 2.472e-02, eta: 1 day, 19:55:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4313, loss_cls: 3.8142, loss: 3.8142 2020-07-02 13:53:32,339 - mmaction - INFO - Epoch [12][560/627] lr: 2.477e-02, eta: 1 day, 19:51:46, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.1854, top5_acc: 0.4104, loss_cls: 3.9253, loss: 3.9253 2020-07-02 13:53:50,024 - mmaction - INFO - Epoch [12][580/627] lr: 2.482e-02, eta: 1 day, 19:48:21, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4188, loss_cls: 3.9594, loss: 3.9594 2020-07-02 13:54:07,740 - mmaction - INFO - Epoch [12][600/627] lr: 2.487e-02, eta: 1 day, 19:45:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.3958, loss_cls: 3.9624, loss: 3.9624 2020-07-02 13:54:25,495 - mmaction - INFO - Epoch [12][620/627] lr: 2.492e-02, eta: 1 day, 19:41:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1896, top5_acc: 0.3646, loss_cls: 4.0890, loss: 4.0890 2020-07-02 13:56:20,382 - mmaction - INFO - Epoch [13][20/627] lr: 2.497e-02, eta: 1 day, 21:01:11, time: 5.347, data_time: 4.466, memory: 8451, top1_acc: 0.1979, top5_acc: 0.3979, loss_cls: 3.9605, loss: 3.9605 2020-07-02 13:56:37,972 - mmaction - INFO - Epoch [13][40/627] lr: 2.502e-02, eta: 1 day, 20:57:13, time: 0.879, data_time: 0.004, memory: 8451, top1_acc: 0.1833, top5_acc: 0.4000, loss_cls: 4.0514, loss: 4.0514 2020-07-02 13:56:55,587 - mmaction - INFO - Epoch [13][60/627] lr: 2.507e-02, eta: 1 day, 20:53:22, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2063, top5_acc: 0.4458, loss_cls: 3.8331, loss: 3.8331 2020-07-02 13:57:13,252 - mmaction - INFO - Epoch [13][80/627] lr: 2.512e-02, eta: 1 day, 20:49:35, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4042, loss_cls: 4.0333, loss: 4.0333 2020-07-02 13:57:30,934 - mmaction - INFO - Epoch [13][100/627] lr: 2.517e-02, eta: 1 day, 20:45:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.3771, loss_cls: 3.9265, loss: 3.9265 2020-07-02 13:57:48,602 - mmaction - INFO - Epoch [13][120/627] lr: 2.522e-02, eta: 1 day, 20:42:13, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4167, loss_cls: 3.9589, loss: 3.9589 2020-07-02 13:58:06,286 - mmaction - INFO - Epoch [13][140/627] lr: 2.527e-02, eta: 1 day, 20:38:38, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4167, loss_cls: 3.9116, loss: 3.9116 2020-07-02 13:58:24,024 - mmaction - INFO - Epoch [13][160/627] lr: 2.532e-02, eta: 1 day, 20:35:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2146, top5_acc: 0.3833, loss_cls: 4.0113, loss: 4.0113 2020-07-02 13:58:41,722 - mmaction - INFO - Epoch [13][180/627] lr: 2.537e-02, eta: 1 day, 20:31:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4083, loss_cls: 3.9841, loss: 3.9841 2020-07-02 13:58:59,474 - mmaction - INFO - Epoch [13][200/627] lr: 2.542e-02, eta: 1 day, 20:28:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3833, loss_cls: 3.9837, loss: 3.9837 2020-07-02 13:59:17,216 - mmaction - INFO - Epoch [13][220/627] lr: 2.547e-02, eta: 1 day, 20:24:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2146, top5_acc: 0.3875, loss_cls: 3.9909, loss: 3.9909 2020-07-02 13:59:34,964 - mmaction - INFO - Epoch [13][240/627] lr: 2.553e-02, eta: 1 day, 20:21:36, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2208, top5_acc: 0.3937, loss_cls: 3.9350, loss: 3.9350 2020-07-02 13:59:52,708 - mmaction - INFO - Epoch [13][260/627] lr: 2.558e-02, eta: 1 day, 20:18:21, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.3979, loss_cls: 3.9780, loss: 3.9780 2020-07-02 14:00:16,951 - mmaction - INFO - Epoch [13][280/627] lr: 2.563e-02, eta: 1 day, 20:20:57, time: 1.206, data_time: 0.005, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4354, loss_cls: 3.9471, loss: 3.9471 2020-07-02 14:00:34,665 - mmaction - INFO - Epoch [13][300/627] lr: 2.568e-02, eta: 1 day, 20:17:50, time: 0.892, data_time: 0.010, memory: 8451, top1_acc: 0.1854, top5_acc: 0.4021, loss_cls: 3.9940, loss: 3.9940 2020-07-02 14:00:52,326 - mmaction - INFO - Epoch [13][320/627] lr: 2.573e-02, eta: 1 day, 20:14:34, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.1687, top5_acc: 0.3896, loss_cls: 4.0230, loss: 4.0230 2020-07-02 14:01:10,151 - mmaction - INFO - Epoch [13][340/627] lr: 2.578e-02, eta: 1 day, 20:11:31, time: 0.892, data_time: 0.010, memory: 8451, top1_acc: 0.1938, top5_acc: 0.4021, loss_cls: 4.0799, loss: 4.0799 2020-07-02 14:01:28,085 - mmaction - INFO - Epoch [13][360/627] lr: 2.583e-02, eta: 1 day, 20:08:34, time: 0.896, data_time: 0.015, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3583, loss_cls: 4.0292, loss: 4.0292 2020-07-02 14:01:46,143 - mmaction - INFO - Epoch [13][380/627] lr: 2.588e-02, eta: 1 day, 20:05:48, time: 0.904, data_time: 0.022, memory: 8451, top1_acc: 0.1937, top5_acc: 0.4271, loss_cls: 3.9882, loss: 3.9882 2020-07-02 14:02:04,209 - mmaction - INFO - Epoch [13][400/627] lr: 2.593e-02, eta: 1 day, 20:03:03, time: 0.902, data_time: 0.020, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4021, loss_cls: 3.8859, loss: 3.8859 2020-07-02 14:02:22,085 - mmaction - INFO - Epoch [13][420/627] lr: 2.598e-02, eta: 1 day, 20:00:11, time: 0.895, data_time: 0.014, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4438, loss_cls: 3.8793, loss: 3.8793 2020-07-02 14:02:39,818 - mmaction - INFO - Epoch [13][440/627] lr: 2.603e-02, eta: 1 day, 19:57:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1937, top5_acc: 0.3604, loss_cls: 4.1231, loss: 4.1231 2020-07-02 14:02:57,556 - mmaction - INFO - Epoch [13][460/627] lr: 2.608e-02, eta: 1 day, 19:54:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2021, top5_acc: 0.3813, loss_cls: 4.0296, loss: 4.0296 2020-07-02 14:03:15,272 - mmaction - INFO - Epoch [13][480/627] lr: 2.613e-02, eta: 1 day, 19:51:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1917, top5_acc: 0.3896, loss_cls: 4.0497, loss: 4.0497 2020-07-02 14:03:33,062 - mmaction - INFO - Epoch [13][500/627] lr: 2.618e-02, eta: 1 day, 19:48:36, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.1771, top5_acc: 0.3979, loss_cls: 3.9573, loss: 3.9573 2020-07-02 14:03:50,781 - mmaction - INFO - Epoch [13][520/627] lr: 2.623e-02, eta: 1 day, 19:45:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4104, loss_cls: 3.8562, loss: 3.8562 2020-07-02 14:04:08,463 - mmaction - INFO - Epoch [13][540/627] lr: 2.628e-02, eta: 1 day, 19:42:55, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.1833, top5_acc: 0.4146, loss_cls: 3.9736, loss: 3.9736 2020-07-02 14:04:26,157 - mmaction - INFO - Epoch [13][560/627] lr: 2.633e-02, eta: 1 day, 19:40:08, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.1729, top5_acc: 0.3875, loss_cls: 4.0932, loss: 4.0932 2020-07-02 14:04:43,854 - mmaction - INFO - Epoch [13][580/627] lr: 2.638e-02, eta: 1 day, 19:37:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1917, top5_acc: 0.3646, loss_cls: 4.1032, loss: 4.1032 2020-07-02 14:05:01,591 - mmaction - INFO - Epoch [13][600/627] lr: 2.643e-02, eta: 1 day, 19:34:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4271, loss_cls: 3.8801, loss: 3.8801 2020-07-02 14:05:19,269 - mmaction - INFO - Epoch [13][620/627] lr: 2.648e-02, eta: 1 day, 19:31:59, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3687, loss_cls: 4.1422, loss: 4.1422 2020-07-02 14:07:31,194 - mmaction - INFO - Epoch [14][20/627] lr: 2.653e-02, eta: 1 day, 20:43:59, time: 5.890, data_time: 4.980, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4208, loss_cls: 3.9564, loss: 3.9564 2020-07-02 14:07:48,785 - mmaction - INFO - Epoch [14][40/627] lr: 2.658e-02, eta: 1 day, 20:40:47, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.1833, top5_acc: 0.4062, loss_cls: 3.9694, loss: 3.9694 2020-07-02 14:08:06,392 - mmaction - INFO - Epoch [14][60/627] lr: 2.663e-02, eta: 1 day, 20:37:38, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4188, loss_cls: 3.8552, loss: 3.8552 2020-07-02 14:08:24,095 - mmaction - INFO - Epoch [14][80/627] lr: 2.668e-02, eta: 1 day, 20:34:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4188, loss_cls: 4.0225, loss: 4.0225 2020-07-02 14:08:41,784 - mmaction - INFO - Epoch [14][100/627] lr: 2.673e-02, eta: 1 day, 20:31:36, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4208, loss_cls: 3.9112, loss: 3.9112 2020-07-02 14:08:59,497 - mmaction - INFO - Epoch [14][120/627] lr: 2.678e-02, eta: 1 day, 20:28:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4271, loss_cls: 3.8461, loss: 3.8461 2020-07-02 14:09:17,177 - mmaction - INFO - Epoch [14][140/627] lr: 2.683e-02, eta: 1 day, 20:25:41, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4146, loss_cls: 3.9274, loss: 3.9274 2020-07-02 14:09:34,931 - mmaction - INFO - Epoch [14][160/627] lr: 2.688e-02, eta: 1 day, 20:22:51, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4229, loss_cls: 3.8056, loss: 3.8056 2020-07-02 14:09:52,668 - mmaction - INFO - Epoch [14][180/627] lr: 2.693e-02, eta: 1 day, 20:19:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4083, loss_cls: 3.8732, loss: 3.8732 2020-07-02 14:10:10,813 - mmaction - INFO - Epoch [14][200/627] lr: 2.698e-02, eta: 1 day, 20:17:30, time: 0.909, data_time: 0.003, memory: 8451, top1_acc: 0.2042, top5_acc: 0.3917, loss_cls: 4.0491, loss: 4.0491 2020-07-02 14:10:28,536 - mmaction - INFO - Epoch [14][220/627] lr: 2.703e-02, eta: 1 day, 20:14:42, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4479, loss_cls: 3.9237, loss: 3.9237 2020-07-02 14:10:46,274 - mmaction - INFO - Epoch [14][240/627] lr: 2.708e-02, eta: 1 day, 20:11:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.3854, loss_cls: 3.9641, loss: 3.9641 2020-07-02 14:11:04,059 - mmaction - INFO - Epoch [14][260/627] lr: 2.713e-02, eta: 1 day, 20:09:15, time: 0.888, data_time: 0.007, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4375, loss_cls: 3.7701, loss: 3.7701 2020-07-02 14:11:21,805 - mmaction - INFO - Epoch [14][280/627] lr: 2.718e-02, eta: 1 day, 20:06:34, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.1750, top5_acc: 0.4063, loss_cls: 4.0177, loss: 4.0177 2020-07-02 14:11:39,505 - mmaction - INFO - Epoch [14][300/627] lr: 2.723e-02, eta: 1 day, 20:03:52, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1771, top5_acc: 0.4042, loss_cls: 4.0377, loss: 4.0377 2020-07-02 14:11:57,250 - mmaction - INFO - Epoch [14][320/627] lr: 2.728e-02, eta: 1 day, 20:01:14, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.1854, top5_acc: 0.4104, loss_cls: 3.9663, loss: 3.9663 2020-07-02 14:12:14,930 - mmaction - INFO - Epoch [14][340/627] lr: 2.733e-02, eta: 1 day, 19:58:35, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.1833, top5_acc: 0.4188, loss_cls: 3.9892, loss: 3.9892 2020-07-02 14:12:32,678 - mmaction - INFO - Epoch [14][360/627] lr: 2.738e-02, eta: 1 day, 19:56:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4146, loss_cls: 3.9291, loss: 3.9291 2020-07-02 14:12:50,465 - mmaction - INFO - Epoch [14][380/627] lr: 2.743e-02, eta: 1 day, 19:53:28, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.1896, top5_acc: 0.3750, loss_cls: 4.0792, loss: 4.0792 2020-07-02 14:13:08,200 - mmaction - INFO - Epoch [14][400/627] lr: 2.748e-02, eta: 1 day, 19:50:56, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.1750, top5_acc: 0.3729, loss_cls: 4.0560, loss: 4.0560 2020-07-02 14:13:25,871 - mmaction - INFO - Epoch [14][420/627] lr: 2.753e-02, eta: 1 day, 19:48:23, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4042, loss_cls: 3.9816, loss: 3.9816 2020-07-02 14:13:43,602 - mmaction - INFO - Epoch [14][440/627] lr: 2.758e-02, eta: 1 day, 19:45:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1813, top5_acc: 0.4062, loss_cls: 3.9276, loss: 3.9276 2020-07-02 14:14:01,335 - mmaction - INFO - Epoch [14][460/627] lr: 2.763e-02, eta: 1 day, 19:43:26, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4208, loss_cls: 3.8141, loss: 3.8141 2020-07-02 14:14:19,030 - mmaction - INFO - Epoch [14][480/627] lr: 2.768e-02, eta: 1 day, 19:40:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1937, top5_acc: 0.3792, loss_cls: 4.0737, loss: 4.0737 2020-07-02 14:14:36,785 - mmaction - INFO - Epoch [14][500/627] lr: 2.773e-02, eta: 1 day, 19:38:33, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.1792, top5_acc: 0.3917, loss_cls: 4.0328, loss: 4.0328 2020-07-02 14:14:54,536 - mmaction - INFO - Epoch [14][520/627] lr: 2.778e-02, eta: 1 day, 19:36:10, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4167, loss_cls: 3.8514, loss: 3.8514 2020-07-02 14:15:12,260 - mmaction - INFO - Epoch [14][540/627] lr: 2.783e-02, eta: 1 day, 19:33:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3667, loss_cls: 4.0620, loss: 4.0620 2020-07-02 14:15:30,027 - mmaction - INFO - Epoch [14][560/627] lr: 2.788e-02, eta: 1 day, 19:31:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.1792, top5_acc: 0.4000, loss_cls: 3.9668, loss: 3.9668 2020-07-02 14:15:47,794 - mmaction - INFO - Epoch [14][580/627] lr: 2.794e-02, eta: 1 day, 19:29:10, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4188, loss_cls: 3.8093, loss: 3.8093 2020-07-02 14:16:05,523 - mmaction - INFO - Epoch [14][600/627] lr: 2.799e-02, eta: 1 day, 19:26:52, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4146, loss_cls: 3.8726, loss: 3.8726 2020-07-02 14:16:23,221 - mmaction - INFO - Epoch [14][620/627] lr: 2.804e-02, eta: 1 day, 19:24:33, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4250, loss_cls: 3.9890, loss: 3.9890 2020-07-02 14:18:26,777 - mmaction - INFO - Epoch [15][20/627] lr: 2.808e-02, eta: 1 day, 20:22:58, time: 5.794, data_time: 4.476, memory: 8451, top1_acc: 0.2042, top5_acc: 0.3792, loss_cls: 4.0686, loss: 4.0686 2020-07-02 14:18:44,400 - mmaction - INFO - Epoch [15][40/627] lr: 2.813e-02, eta: 1 day, 20:20:20, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.1875, top5_acc: 0.4146, loss_cls: 3.9009, loss: 3.9009 2020-07-02 14:19:02,024 - mmaction - INFO - Epoch [15][60/627] lr: 2.818e-02, eta: 1 day, 20:17:43, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.1542, top5_acc: 0.3583, loss_cls: 4.1585, loss: 4.1585 2020-07-02 14:19:19,665 - mmaction - INFO - Epoch [15][80/627] lr: 2.823e-02, eta: 1 day, 20:15:08, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.1875, top5_acc: 0.4000, loss_cls: 4.0304, loss: 4.0304 2020-07-02 14:19:37,278 - mmaction - INFO - Epoch [15][100/627] lr: 2.828e-02, eta: 1 day, 20:12:34, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.1625, top5_acc: 0.3854, loss_cls: 4.0425, loss: 4.0425 2020-07-02 14:19:54,972 - mmaction - INFO - Epoch [15][120/627] lr: 2.833e-02, eta: 1 day, 20:10:04, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4292, loss_cls: 3.9363, loss: 3.9363 2020-07-02 14:20:15,877 - mmaction - INFO - Epoch [15][140/627] lr: 2.838e-02, eta: 1 day, 20:09:36, time: 1.040, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4396, loss_cls: 3.8128, loss: 3.8128 2020-07-02 14:20:33,675 - mmaction - INFO - Epoch [15][160/627] lr: 2.843e-02, eta: 1 day, 20:07:17, time: 0.895, data_time: 0.008, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4250, loss_cls: 3.9570, loss: 3.9570 2020-07-02 14:20:51,355 - mmaction - INFO - Epoch [15][180/627] lr: 2.848e-02, eta: 1 day, 20:04:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2187, top5_acc: 0.3562, loss_cls: 4.0531, loss: 4.0531 2020-07-02 14:21:09,030 - mmaction - INFO - Epoch [15][200/627] lr: 2.853e-02, eta: 1 day, 20:02:24, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4271, loss_cls: 3.9073, loss: 3.9073 2020-07-02 14:21:26,723 - mmaction - INFO - Epoch [15][220/627] lr: 2.858e-02, eta: 1 day, 20:00:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1958, top5_acc: 0.3813, loss_cls: 3.9997, loss: 3.9997 2020-07-02 14:21:44,465 - mmaction - INFO - Epoch [15][240/627] lr: 2.863e-02, eta: 1 day, 19:57:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1937, top5_acc: 0.3708, loss_cls: 4.0375, loss: 4.0375 2020-07-02 14:22:02,205 - mmaction - INFO - Epoch [15][260/627] lr: 2.868e-02, eta: 1 day, 19:55:19, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4188, loss_cls: 3.7951, loss: 3.7951 2020-07-02 14:22:19,874 - mmaction - INFO - Epoch [15][280/627] lr: 2.873e-02, eta: 1 day, 19:52:58, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4000, loss_cls: 3.8731, loss: 3.8731 2020-07-02 14:22:37,561 - mmaction - INFO - Epoch [15][300/627] lr: 2.878e-02, eta: 1 day, 19:50:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4229, loss_cls: 3.8855, loss: 3.8855 2020-07-02 14:22:55,264 - mmaction - INFO - Epoch [15][320/627] lr: 2.883e-02, eta: 1 day, 19:48:22, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4188, loss_cls: 3.8709, loss: 3.8709 2020-07-02 14:23:12,913 - mmaction - INFO - Epoch [15][340/627] lr: 2.888e-02, eta: 1 day, 19:46:04, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4021, loss_cls: 3.8829, loss: 3.8829 2020-07-02 14:23:30,623 - mmaction - INFO - Epoch [15][360/627] lr: 2.893e-02, eta: 1 day, 19:43:48, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4292, loss_cls: 3.8901, loss: 3.8901 2020-07-02 14:23:48,373 - mmaction - INFO - Epoch [15][380/627] lr: 2.898e-02, eta: 1 day, 19:41:37, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.1583, top5_acc: 0.4000, loss_cls: 4.0101, loss: 4.0101 2020-07-02 14:24:06,092 - mmaction - INFO - Epoch [15][400/627] lr: 2.903e-02, eta: 1 day, 19:39:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4229, loss_cls: 3.9399, loss: 3.9399 2020-07-02 14:24:23,817 - mmaction - INFO - Epoch [15][420/627] lr: 2.908e-02, eta: 1 day, 19:37:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3604, loss_cls: 4.1375, loss: 4.1375 2020-07-02 14:24:41,518 - mmaction - INFO - Epoch [15][440/627] lr: 2.913e-02, eta: 1 day, 19:35:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4375, loss_cls: 3.8831, loss: 3.8831 2020-07-02 14:24:59,231 - mmaction - INFO - Epoch [15][460/627] lr: 2.918e-02, eta: 1 day, 19:32:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4042, loss_cls: 3.9086, loss: 3.9086 2020-07-02 14:25:16,958 - mmaction - INFO - Epoch [15][480/627] lr: 2.923e-02, eta: 1 day, 19:30:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4083, loss_cls: 3.9644, loss: 3.9644 2020-07-02 14:25:34,658 - mmaction - INFO - Epoch [15][500/627] lr: 2.928e-02, eta: 1 day, 19:28:38, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4146, loss_cls: 3.8649, loss: 3.8649 2020-07-02 14:25:52,326 - mmaction - INFO - Epoch [15][520/627] lr: 2.933e-02, eta: 1 day, 19:26:30, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1896, top5_acc: 0.3708, loss_cls: 4.0105, loss: 4.0105 2020-07-02 14:26:10,026 - mmaction - INFO - Epoch [15][540/627] lr: 2.938e-02, eta: 1 day, 19:24:25, time: 0.886, data_time: 0.006, memory: 8451, top1_acc: 0.2000, top5_acc: 0.3979, loss_cls: 3.9645, loss: 3.9645 2020-07-02 14:26:27,749 - mmaction - INFO - Epoch [15][560/627] lr: 2.943e-02, eta: 1 day, 19:22:20, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3833, loss_cls: 3.9929, loss: 3.9929 2020-07-02 14:26:45,491 - mmaction - INFO - Epoch [15][580/627] lr: 2.948e-02, eta: 1 day, 19:20:19, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4083, loss_cls: 3.8519, loss: 3.8519 2020-07-02 14:27:03,194 - mmaction - INFO - Epoch [15][600/627] lr: 2.953e-02, eta: 1 day, 19:18:16, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4167, loss_cls: 3.9341, loss: 3.9341 2020-07-02 14:27:20,918 - mmaction - INFO - Epoch [15][620/627] lr: 2.958e-02, eta: 1 day, 19:16:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4063, loss_cls: 4.0256, loss: 4.0256 2020-07-02 14:29:23,383 - mmaction - INFO - Epoch [16][20/627] lr: 2.962e-02, eta: 1 day, 20:05:10, time: 5.715, data_time: 4.617, memory: 8451, top1_acc: 0.2167, top5_acc: 0.3854, loss_cls: 3.9519, loss: 3.9519 2020-07-02 14:29:41,020 - mmaction - INFO - Epoch [16][40/627] lr: 2.967e-02, eta: 1 day, 20:02:54, time: 0.882, data_time: 0.005, memory: 8451, top1_acc: 0.1958, top5_acc: 0.3917, loss_cls: 3.9931, loss: 3.9931 2020-07-02 14:29:58,580 - mmaction - INFO - Epoch [16][60/627] lr: 2.972e-02, eta: 1 day, 20:00:37, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4146, loss_cls: 3.9832, loss: 3.9832 2020-07-02 14:30:16,759 - mmaction - INFO - Epoch [16][80/627] lr: 2.977e-02, eta: 1 day, 19:58:40, time: 0.908, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4354, loss_cls: 3.8580, loss: 3.8580 2020-07-02 14:30:34,417 - mmaction - INFO - Epoch [16][100/627] lr: 2.982e-02, eta: 1 day, 19:56:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4042, loss_cls: 3.8561, loss: 3.8561 2020-07-02 14:30:52,119 - mmaction - INFO - Epoch [16][120/627] lr: 2.987e-02, eta: 1 day, 19:54:19, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2188, top5_acc: 0.4104, loss_cls: 3.8190, loss: 3.8190 2020-07-02 14:31:10,149 - mmaction - INFO - Epoch [16][140/627] lr: 2.992e-02, eta: 1 day, 19:52:22, time: 0.902, data_time: 0.019, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4146, loss_cls: 3.7538, loss: 3.7538 2020-07-02 14:31:28,263 - mmaction - INFO - Epoch [16][160/627] lr: 2.997e-02, eta: 1 day, 19:50:27, time: 0.906, data_time: 0.022, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4021, loss_cls: 4.0232, loss: 4.0232 2020-07-02 14:31:46,205 - mmaction - INFO - Epoch [16][180/627] lr: 3.002e-02, eta: 1 day, 19:48:28, time: 0.897, data_time: 0.014, memory: 8451, top1_acc: 0.1833, top5_acc: 0.4146, loss_cls: 3.9105, loss: 3.9105 2020-07-02 14:32:04,135 - mmaction - INFO - Epoch [16][200/627] lr: 3.007e-02, eta: 1 day, 19:46:30, time: 0.896, data_time: 0.014, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4083, loss_cls: 3.8273, loss: 3.8273 2020-07-02 14:32:22,030 - mmaction - INFO - Epoch [16][220/627] lr: 3.012e-02, eta: 1 day, 19:44:31, time: 0.895, data_time: 0.013, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4438, loss_cls: 3.8160, loss: 3.8160 2020-07-02 14:32:39,728 - mmaction - INFO - Epoch [16][240/627] lr: 3.017e-02, eta: 1 day, 19:42:26, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4167, loss_cls: 3.8645, loss: 3.8645 2020-07-02 14:32:57,516 - mmaction - INFO - Epoch [16][260/627] lr: 3.022e-02, eta: 1 day, 19:40:26, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.1667, top5_acc: 0.3750, loss_cls: 4.0719, loss: 4.0719 2020-07-02 14:33:15,171 - mmaction - INFO - Epoch [16][280/627] lr: 3.027e-02, eta: 1 day, 19:38:22, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.1938, top5_acc: 0.4062, loss_cls: 3.9893, loss: 3.9893 2020-07-02 14:33:32,886 - mmaction - INFO - Epoch [16][300/627] lr: 3.032e-02, eta: 1 day, 19:36:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4333, loss_cls: 3.7607, loss: 3.7607 2020-07-02 14:33:50,608 - mmaction - INFO - Epoch [16][320/627] lr: 3.037e-02, eta: 1 day, 19:34:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.3708, loss_cls: 4.0843, loss: 4.0843 2020-07-02 14:34:08,335 - mmaction - INFO - Epoch [16][340/627] lr: 3.042e-02, eta: 1 day, 19:32:21, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4042, loss_cls: 3.8414, loss: 3.8414 2020-07-02 14:34:26,066 - mmaction - INFO - Epoch [16][360/627] lr: 3.047e-02, eta: 1 day, 19:30:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4063, loss_cls: 3.9391, loss: 3.9391 2020-07-02 14:34:43,799 - mmaction - INFO - Epoch [16][380/627] lr: 3.052e-02, eta: 1 day, 19:28:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.3979, loss_cls: 4.0038, loss: 4.0038 2020-07-02 14:35:01,554 - mmaction - INFO - Epoch [16][400/627] lr: 3.057e-02, eta: 1 day, 19:26:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1896, top5_acc: 0.3875, loss_cls: 4.0509, loss: 4.0509 2020-07-02 14:35:19,281 - mmaction - INFO - Epoch [16][420/627] lr: 3.062e-02, eta: 1 day, 19:24:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4625, loss_cls: 3.6481, loss: 3.6481 2020-07-02 14:35:36,959 - mmaction - INFO - Epoch [16][440/627] lr: 3.067e-02, eta: 1 day, 19:22:39, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4188, loss_cls: 3.9027, loss: 3.9027 2020-07-02 14:35:54,704 - mmaction - INFO - Epoch [16][460/627] lr: 3.072e-02, eta: 1 day, 19:20:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2000, top5_acc: 0.3708, loss_cls: 4.1065, loss: 4.1065 2020-07-02 14:36:12,416 - mmaction - INFO - Epoch [16][480/627] lr: 3.077e-02, eta: 1 day, 19:18:52, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1917, top5_acc: 0.4125, loss_cls: 3.8718, loss: 3.8718 2020-07-02 14:36:30,115 - mmaction - INFO - Epoch [16][500/627] lr: 3.082e-02, eta: 1 day, 19:16:59, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2000, top5_acc: 0.3729, loss_cls: 4.0239, loss: 4.0239 2020-07-02 14:36:47,844 - mmaction - INFO - Epoch [16][520/627] lr: 3.088e-02, eta: 1 day, 19:15:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2188, top5_acc: 0.4458, loss_cls: 3.7550, loss: 3.7550 2020-07-02 14:37:05,572 - mmaction - INFO - Epoch [16][540/627] lr: 3.093e-02, eta: 1 day, 19:13:16, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4500, loss_cls: 3.7931, loss: 3.7931 2020-07-02 14:37:23,348 - mmaction - INFO - Epoch [16][560/627] lr: 3.098e-02, eta: 1 day, 19:11:28, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4188, loss_cls: 3.9248, loss: 3.9248 2020-07-02 14:37:41,090 - mmaction - INFO - Epoch [16][580/627] lr: 3.103e-02, eta: 1 day, 19:09:39, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4042, loss_cls: 3.9385, loss: 3.9385 2020-07-02 14:37:58,805 - mmaction - INFO - Epoch [16][600/627] lr: 3.108e-02, eta: 1 day, 19:07:50, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4000, loss_cls: 3.9896, loss: 3.9896 2020-07-02 14:38:16,500 - mmaction - INFO - Epoch [16][620/627] lr: 3.113e-02, eta: 1 day, 19:06:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1792, top5_acc: 0.4125, loss_cls: 4.0016, loss: 4.0016 2020-07-02 14:38:24,003 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-02 14:40:16,572 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 14:40:17,521 - mmaction - INFO - top1_acc 0.2078 top5_acc 0.4261 2020-07-02 14:40:17,521 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 14:40:17,580 - mmaction - INFO - mean_acc 0.2078 2020-07-02 14:40:17,587 - mmaction - INFO - Epoch [16][627/627] lr: 3.114e-02, top1_acc: 0.2078, top5_acc: 0.4261, mean_class_accuracy: 0.2078 2020-07-02 14:42:07,279 - mmaction - INFO - Epoch [17][20/627] lr: 3.116e-02, eta: 1 day, 19:46:17, time: 5.483, data_time: 4.562, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4354, loss_cls: 3.7509, loss: 3.7509 2020-07-02 14:42:24,844 - mmaction - INFO - Epoch [17][40/627] lr: 3.121e-02, eta: 1 day, 19:44:16, time: 0.878, data_time: 0.004, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4208, loss_cls: 3.9181, loss: 3.9181 2020-07-02 14:42:42,452 - mmaction - INFO - Epoch [17][60/627] lr: 3.126e-02, eta: 1 day, 19:42:17, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4313, loss_cls: 3.8342, loss: 3.8342 2020-07-02 14:43:00,124 - mmaction - INFO - Epoch [17][80/627] lr: 3.131e-02, eta: 1 day, 19:40:19, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4146, loss_cls: 3.9659, loss: 3.9659 2020-07-02 14:43:17,789 - mmaction - INFO - Epoch [17][100/627] lr: 3.136e-02, eta: 1 day, 19:38:24, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2042, top5_acc: 0.3792, loss_cls: 3.9633, loss: 3.9633 2020-07-02 14:43:35,475 - mmaction - INFO - Epoch [17][120/627] lr: 3.141e-02, eta: 1 day, 19:36:28, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4354, loss_cls: 3.7480, loss: 3.7480 2020-07-02 14:43:53,152 - mmaction - INFO - Epoch [17][140/627] lr: 3.146e-02, eta: 1 day, 19:34:34, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4125, loss_cls: 3.8402, loss: 3.8402 2020-07-02 14:44:10,814 - mmaction - INFO - Epoch [17][160/627] lr: 3.151e-02, eta: 1 day, 19:32:41, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4354, loss_cls: 3.8194, loss: 3.8194 2020-07-02 14:44:28,549 - mmaction - INFO - Epoch [17][180/627] lr: 3.156e-02, eta: 1 day, 19:30:50, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4062, loss_cls: 3.8535, loss: 3.8535 2020-07-02 14:44:46,213 - mmaction - INFO - Epoch [17][200/627] lr: 3.161e-02, eta: 1 day, 19:28:57, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4125, loss_cls: 3.9013, loss: 3.9013 2020-07-02 14:45:04,651 - mmaction - INFO - Epoch [17][220/627] lr: 3.166e-02, eta: 1 day, 19:27:28, time: 0.922, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4375, loss_cls: 3.7785, loss: 3.7785 2020-07-02 14:45:22,318 - mmaction - INFO - Epoch [17][240/627] lr: 3.171e-02, eta: 1 day, 19:25:36, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4188, loss_cls: 3.9024, loss: 3.9024 2020-07-02 14:45:40,036 - mmaction - INFO - Epoch [17][260/627] lr: 3.176e-02, eta: 1 day, 19:23:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4667, loss_cls: 3.7346, loss: 3.7346 2020-07-02 14:45:57,769 - mmaction - INFO - Epoch [17][280/627] lr: 3.181e-02, eta: 1 day, 19:22:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4208, loss_cls: 3.9087, loss: 3.9087 2020-07-02 14:46:15,494 - mmaction - INFO - Epoch [17][300/627] lr: 3.186e-02, eta: 1 day, 19:20:12, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4229, loss_cls: 3.8321, loss: 3.8321 2020-07-02 14:46:33,170 - mmaction - INFO - Epoch [17][320/627] lr: 3.191e-02, eta: 1 day, 19:18:24, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1854, top5_acc: 0.3604, loss_cls: 3.9964, loss: 3.9964 2020-07-02 14:46:50,885 - mmaction - INFO - Epoch [17][340/627] lr: 3.196e-02, eta: 1 day, 19:16:37, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4208, loss_cls: 3.9125, loss: 3.9125 2020-07-02 14:47:08,611 - mmaction - INFO - Epoch [17][360/627] lr: 3.201e-02, eta: 1 day, 19:14:53, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3937, loss_cls: 4.0333, loss: 4.0333 2020-07-02 14:47:26,334 - mmaction - INFO - Epoch [17][380/627] lr: 3.206e-02, eta: 1 day, 19:13:08, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4271, loss_cls: 3.8010, loss: 3.8010 2020-07-02 14:47:44,051 - mmaction - INFO - Epoch [17][400/627] lr: 3.211e-02, eta: 1 day, 19:11:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4000, loss_cls: 3.7765, loss: 3.7765 2020-07-02 14:48:01,795 - mmaction - INFO - Epoch [17][420/627] lr: 3.216e-02, eta: 1 day, 19:09:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4313, loss_cls: 3.8908, loss: 3.8908 2020-07-02 14:48:19,469 - mmaction - INFO - Epoch [17][440/627] lr: 3.221e-02, eta: 1 day, 19:07:57, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4229, loss_cls: 3.8245, loss: 3.8245 2020-07-02 14:48:37,196 - mmaction - INFO - Epoch [17][460/627] lr: 3.226e-02, eta: 1 day, 19:06:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4542, loss_cls: 3.7977, loss: 3.7977 2020-07-02 14:48:54,914 - mmaction - INFO - Epoch [17][480/627] lr: 3.231e-02, eta: 1 day, 19:04:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4417, loss_cls: 3.7569, loss: 3.7569 2020-07-02 14:49:12,649 - mmaction - INFO - Epoch [17][500/627] lr: 3.236e-02, eta: 1 day, 19:02:52, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1896, top5_acc: 0.4063, loss_cls: 3.8923, loss: 3.8923 2020-07-02 14:49:30,425 - mmaction - INFO - Epoch [17][520/627] lr: 3.241e-02, eta: 1 day, 19:01:13, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.1896, top5_acc: 0.4250, loss_cls: 3.8641, loss: 3.8641 2020-07-02 14:49:48,137 - mmaction - INFO - Epoch [17][540/627] lr: 3.246e-02, eta: 1 day, 18:59:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4354, loss_cls: 3.7666, loss: 3.7666 2020-07-02 14:50:05,909 - mmaction - INFO - Epoch [17][560/627] lr: 3.251e-02, eta: 1 day, 18:57:55, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4354, loss_cls: 3.7225, loss: 3.7225 2020-07-02 14:50:23,597 - mmaction - INFO - Epoch [17][580/627] lr: 3.256e-02, eta: 1 day, 18:56:16, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4646, loss_cls: 3.7215, loss: 3.7215 2020-07-02 14:50:41,268 - mmaction - INFO - Epoch [17][600/627] lr: 3.261e-02, eta: 1 day, 18:54:36, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1708, top5_acc: 0.3875, loss_cls: 4.0134, loss: 4.0134 2020-07-02 14:50:59,000 - mmaction - INFO - Epoch [17][620/627] lr: 3.266e-02, eta: 1 day, 18:52:59, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2187, top5_acc: 0.3937, loss_cls: 3.9310, loss: 3.9310 2020-07-02 14:53:10,727 - mmaction - INFO - Epoch [18][20/627] lr: 3.269e-02, eta: 1 day, 19:34:28, time: 6.147, data_time: 5.223, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4458, loss_cls: 3.8266, loss: 3.8266 2020-07-02 14:53:28,335 - mmaction - INFO - Epoch [18][40/627] lr: 3.274e-02, eta: 1 day, 19:32:39, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.2083, top5_acc: 0.3979, loss_cls: 3.9312, loss: 3.9312 2020-07-02 14:53:45,973 - mmaction - INFO - Epoch [18][60/627] lr: 3.279e-02, eta: 1 day, 19:30:52, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1833, top5_acc: 0.3938, loss_cls: 3.9435, loss: 3.9435 2020-07-02 14:54:03,628 - mmaction - INFO - Epoch [18][80/627] lr: 3.284e-02, eta: 1 day, 19:29:05, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4167, loss_cls: 3.9058, loss: 3.9058 2020-07-02 14:54:21,344 - mmaction - INFO - Epoch [18][100/627] lr: 3.289e-02, eta: 1 day, 19:27:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4500, loss_cls: 3.8028, loss: 3.8028 2020-07-02 14:54:39,016 - mmaction - INFO - Epoch [18][120/627] lr: 3.294e-02, eta: 1 day, 19:25:37, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4125, loss_cls: 3.9035, loss: 3.9035 2020-07-02 14:54:56,684 - mmaction - INFO - Epoch [18][140/627] lr: 3.299e-02, eta: 1 day, 19:23:53, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4521, loss_cls: 3.7583, loss: 3.7583 2020-07-02 14:55:14,696 - mmaction - INFO - Epoch [18][160/627] lr: 3.304e-02, eta: 1 day, 19:22:18, time: 0.899, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4167, loss_cls: 3.8898, loss: 3.8898 2020-07-02 14:55:32,442 - mmaction - INFO - Epoch [18][180/627] lr: 3.309e-02, eta: 1 day, 19:20:37, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4375, loss_cls: 3.8977, loss: 3.8977 2020-07-02 14:55:50,149 - mmaction - INFO - Epoch [18][200/627] lr: 3.314e-02, eta: 1 day, 19:18:56, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4042, loss_cls: 3.9988, loss: 3.9988 2020-07-02 14:56:07,888 - mmaction - INFO - Epoch [18][220/627] lr: 3.319e-02, eta: 1 day, 19:17:16, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4042, loss_cls: 3.8379, loss: 3.8379 2020-07-02 14:56:25,602 - mmaction - INFO - Epoch [18][240/627] lr: 3.324e-02, eta: 1 day, 19:15:36, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4250, loss_cls: 3.8233, loss: 3.8233 2020-07-02 14:56:43,303 - mmaction - INFO - Epoch [18][260/627] lr: 3.329e-02, eta: 1 day, 19:13:55, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4500, loss_cls: 3.7681, loss: 3.7681 2020-07-02 14:57:01,008 - mmaction - INFO - Epoch [18][280/627] lr: 3.334e-02, eta: 1 day, 19:12:17, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4167, loss_cls: 3.8585, loss: 3.8585 2020-07-02 14:57:18,787 - mmaction - INFO - Epoch [18][300/627] lr: 3.339e-02, eta: 1 day, 19:10:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4125, loss_cls: 3.9318, loss: 3.9318 2020-07-02 14:57:36,639 - mmaction - INFO - Epoch [18][320/627] lr: 3.344e-02, eta: 1 day, 19:09:06, time: 0.896, data_time: 0.014, memory: 8451, top1_acc: 0.1938, top5_acc: 0.3896, loss_cls: 3.9204, loss: 3.9204 2020-07-02 14:57:54,622 - mmaction - INFO - Epoch [18][340/627] lr: 3.349e-02, eta: 1 day, 19:07:33, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4000, loss_cls: 3.9889, loss: 3.9889 2020-07-02 14:58:12,510 - mmaction - INFO - Epoch [18][360/627] lr: 3.354e-02, eta: 1 day, 19:06:03, time: 0.898, data_time: 0.015, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4271, loss_cls: 3.8226, loss: 3.8226 2020-07-02 14:58:30,242 - mmaction - INFO - Epoch [18][380/627] lr: 3.359e-02, eta: 1 day, 19:04:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4271, loss_cls: 3.8762, loss: 3.8762 2020-07-02 14:58:47,996 - mmaction - INFO - Epoch [18][400/627] lr: 3.364e-02, eta: 1 day, 19:02:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4292, loss_cls: 3.7987, loss: 3.7987 2020-07-02 14:59:05,751 - mmaction - INFO - Epoch [18][420/627] lr: 3.369e-02, eta: 1 day, 19:01:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2188, top5_acc: 0.4333, loss_cls: 3.9279, loss: 3.9279 2020-07-02 14:59:23,550 - mmaction - INFO - Epoch [18][440/627] lr: 3.374e-02, eta: 1 day, 18:59:45, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4021, loss_cls: 3.8310, loss: 3.8310 2020-07-02 14:59:41,268 - mmaction - INFO - Epoch [18][460/627] lr: 3.379e-02, eta: 1 day, 18:58:10, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2042, top5_acc: 0.3771, loss_cls: 3.9757, loss: 3.9757 2020-07-02 14:59:59,031 - mmaction - INFO - Epoch [18][480/627] lr: 3.384e-02, eta: 1 day, 18:56:38, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4688, loss_cls: 3.6613, loss: 3.6613 2020-07-02 15:00:23,236 - mmaction - INFO - Epoch [18][500/627] lr: 3.389e-02, eta: 1 day, 18:57:39, time: 1.203, data_time: 0.008, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4708, loss_cls: 3.6160, loss: 3.6160 2020-07-02 15:00:40,982 - mmaction - INFO - Epoch [18][520/627] lr: 3.394e-02, eta: 1 day, 18:56:10, time: 0.894, data_time: 0.012, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4042, loss_cls: 3.8078, loss: 3.8078 2020-07-02 15:00:58,736 - mmaction - INFO - Epoch [18][540/627] lr: 3.399e-02, eta: 1 day, 18:54:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4562, loss_cls: 3.8878, loss: 3.8878 2020-07-02 15:01:16,410 - mmaction - INFO - Epoch [18][560/627] lr: 3.404e-02, eta: 1 day, 18:53:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4104, loss_cls: 3.9218, loss: 3.9218 2020-07-02 15:01:34,184 - mmaction - INFO - Epoch [18][580/627] lr: 3.409e-02, eta: 1 day, 18:51:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1792, top5_acc: 0.4021, loss_cls: 3.9807, loss: 3.9807 2020-07-02 15:01:51,880 - mmaction - INFO - Epoch [18][600/627] lr: 3.414e-02, eta: 1 day, 18:50:03, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4271, loss_cls: 3.8578, loss: 3.8578 2020-07-02 15:02:09,690 - mmaction - INFO - Epoch [18][620/627] lr: 3.419e-02, eta: 1 day, 18:48:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4292, loss_cls: 3.7813, loss: 3.7813 2020-07-02 15:04:24,375 - mmaction - INFO - Epoch [19][20/627] lr: 3.422e-02, eta: 1 day, 19:22:56, time: 5.800, data_time: 4.828, memory: 8451, top1_acc: 0.2062, top5_acc: 0.3875, loss_cls: 3.9615, loss: 3.9615 2020-07-02 15:04:41,953 - mmaction - INFO - Epoch [19][40/627] lr: 3.427e-02, eta: 1 day, 19:21:15, time: 0.878, data_time: 0.004, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4396, loss_cls: 3.8033, loss: 3.8033 2020-07-02 15:04:59,600 - mmaction - INFO - Epoch [19][60/627] lr: 3.432e-02, eta: 1 day, 19:19:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4188, loss_cls: 3.8308, loss: 3.8308 2020-07-02 15:05:17,688 - mmaction - INFO - Epoch [19][80/627] lr: 3.437e-02, eta: 1 day, 19:18:10, time: 0.903, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4146, loss_cls: 3.7804, loss: 3.7804 2020-07-02 15:05:35,417 - mmaction - INFO - Epoch [19][100/627] lr: 3.442e-02, eta: 1 day, 19:16:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4313, loss_cls: 3.8840, loss: 3.8840 2020-07-02 15:05:53,047 - mmaction - INFO - Epoch [19][120/627] lr: 3.447e-02, eta: 1 day, 19:14:58, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4375, loss_cls: 3.7234, loss: 3.7234 2020-07-02 15:06:10,762 - mmaction - INFO - Epoch [19][140/627] lr: 3.452e-02, eta: 1 day, 19:13:22, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4333, loss_cls: 3.8051, loss: 3.8051 2020-07-02 15:06:28,431 - mmaction - INFO - Epoch [19][160/627] lr: 3.457e-02, eta: 1 day, 19:11:48, time: 0.886, data_time: 0.004, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4229, loss_cls: 3.8398, loss: 3.8398 2020-07-02 15:06:46,142 - mmaction - INFO - Epoch [19][180/627] lr: 3.462e-02, eta: 1 day, 19:10:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4458, loss_cls: 3.7607, loss: 3.7607 2020-07-02 15:07:04,138 - mmaction - INFO - Epoch [19][200/627] lr: 3.467e-02, eta: 1 day, 19:08:48, time: 0.900, data_time: 0.017, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4271, loss_cls: 3.9132, loss: 3.9132 2020-07-02 15:07:22,121 - mmaction - INFO - Epoch [19][220/627] lr: 3.472e-02, eta: 1 day, 19:07:21, time: 0.899, data_time: 0.016, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4479, loss_cls: 3.7984, loss: 3.7984 2020-07-02 15:07:40,058 - mmaction - INFO - Epoch [19][240/627] lr: 3.477e-02, eta: 1 day, 19:05:54, time: 0.897, data_time: 0.015, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4229, loss_cls: 3.7512, loss: 3.7512 2020-07-02 15:07:57,780 - mmaction - INFO - Epoch [19][260/627] lr: 3.482e-02, eta: 1 day, 19:04:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2000, top5_acc: 0.3896, loss_cls: 3.9217, loss: 3.9217 2020-07-02 15:08:15,547 - mmaction - INFO - Epoch [19][280/627] lr: 3.487e-02, eta: 1 day, 19:02:52, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4562, loss_cls: 3.7360, loss: 3.7360 2020-07-02 15:08:33,246 - mmaction - INFO - Epoch [19][300/627] lr: 3.492e-02, eta: 1 day, 19:01:20, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1812, top5_acc: 0.3938, loss_cls: 4.0407, loss: 4.0407 2020-07-02 15:08:51,011 - mmaction - INFO - Epoch [19][320/627] lr: 3.497e-02, eta: 1 day, 18:59:51, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2063, top5_acc: 0.4062, loss_cls: 3.8290, loss: 3.8290 2020-07-02 15:09:08,785 - mmaction - INFO - Epoch [19][340/627] lr: 3.502e-02, eta: 1 day, 18:58:22, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4521, loss_cls: 3.7090, loss: 3.7090 2020-07-02 15:09:26,587 - mmaction - INFO - Epoch [19][360/627] lr: 3.507e-02, eta: 1 day, 18:56:55, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4083, loss_cls: 3.9870, loss: 3.9870 2020-07-02 15:09:44,281 - mmaction - INFO - Epoch [19][380/627] lr: 3.512e-02, eta: 1 day, 18:55:25, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2313, top5_acc: 0.4167, loss_cls: 3.8718, loss: 3.8718 2020-07-02 15:10:02,197 - mmaction - INFO - Epoch [19][400/627] lr: 3.517e-02, eta: 1 day, 18:54:00, time: 0.894, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4250, loss_cls: 3.9124, loss: 3.9124 2020-07-02 15:10:20,105 - mmaction - INFO - Epoch [19][420/627] lr: 3.522e-02, eta: 1 day, 18:52:37, time: 0.897, data_time: 0.016, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4333, loss_cls: 3.8630, loss: 3.8630 2020-07-02 15:10:38,211 - mmaction - INFO - Epoch [19][440/627] lr: 3.527e-02, eta: 1 day, 18:51:15, time: 0.899, data_time: 0.013, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4354, loss_cls: 3.7683, loss: 3.7683 2020-07-02 15:10:56,063 - mmaction - INFO - Epoch [19][460/627] lr: 3.532e-02, eta: 1 day, 18:49:53, time: 0.899, data_time: 0.016, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4188, loss_cls: 3.7846, loss: 3.7846 2020-07-02 15:11:14,057 - mmaction - INFO - Epoch [19][480/627] lr: 3.537e-02, eta: 1 day, 18:48:31, time: 0.898, data_time: 0.013, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4042, loss_cls: 3.7929, loss: 3.7929 2020-07-02 15:11:31,751 - mmaction - INFO - Epoch [19][500/627] lr: 3.542e-02, eta: 1 day, 18:47:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4146, loss_cls: 3.7549, loss: 3.7549 2020-07-02 15:11:49,457 - mmaction - INFO - Epoch [19][520/627] lr: 3.547e-02, eta: 1 day, 18:45:38, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4021, loss_cls: 3.8590, loss: 3.8590 2020-07-02 15:12:07,199 - mmaction - INFO - Epoch [19][540/627] lr: 3.552e-02, eta: 1 day, 18:44:13, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.1896, top5_acc: 0.4104, loss_cls: 3.8630, loss: 3.8630 2020-07-02 15:12:24,921 - mmaction - INFO - Epoch [19][560/627] lr: 3.557e-02, eta: 1 day, 18:42:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4313, loss_cls: 3.8195, loss: 3.8195 2020-07-02 15:12:42,701 - mmaction - INFO - Epoch [19][580/627] lr: 3.562e-02, eta: 1 day, 18:41:24, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.1937, top5_acc: 0.3938, loss_cls: 4.0209, loss: 4.0209 2020-07-02 15:13:00,448 - mmaction - INFO - Epoch [19][600/627] lr: 3.567e-02, eta: 1 day, 18:40:00, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4708, loss_cls: 3.7784, loss: 3.7784 2020-07-02 15:13:18,218 - mmaction - INFO - Epoch [19][620/627] lr: 3.572e-02, eta: 1 day, 18:38:36, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1917, top5_acc: 0.3938, loss_cls: 4.0240, loss: 4.0240 2020-07-02 15:15:22,973 - mmaction - INFO - Epoch [20][20/627] lr: 3.573e-02, eta: 1 day, 19:09:16, time: 5.743, data_time: 4.826, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4562, loss_cls: 3.7887, loss: 3.7887 2020-07-02 15:15:40,621 - mmaction - INFO - Epoch [20][40/627] lr: 3.578e-02, eta: 1 day, 19:07:45, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4542, loss_cls: 3.8608, loss: 3.8608 2020-07-02 15:15:58,237 - mmaction - INFO - Epoch [20][60/627] lr: 3.583e-02, eta: 1 day, 19:06:14, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4250, loss_cls: 3.7954, loss: 3.7954 2020-07-02 15:16:16,112 - mmaction - INFO - Epoch [20][80/627] lr: 3.588e-02, eta: 1 day, 19:04:49, time: 0.892, data_time: 0.014, memory: 8451, top1_acc: 0.2188, top5_acc: 0.4208, loss_cls: 3.8503, loss: 3.8503 2020-07-02 15:16:33,803 - mmaction - INFO - Epoch [20][100/627] lr: 3.593e-02, eta: 1 day, 19:03:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4229, loss_cls: 3.8752, loss: 3.8752 2020-07-02 15:16:51,510 - mmaction - INFO - Epoch [20][120/627] lr: 3.598e-02, eta: 1 day, 19:01:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4146, loss_cls: 3.9566, loss: 3.9566 2020-07-02 15:17:09,222 - mmaction - INFO - Epoch [20][140/627] lr: 3.603e-02, eta: 1 day, 19:00:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4292, loss_cls: 3.7913, loss: 3.7913 2020-07-02 15:17:26,981 - mmaction - INFO - Epoch [20][160/627] lr: 3.608e-02, eta: 1 day, 18:58:59, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4333, loss_cls: 3.6907, loss: 3.6907 2020-07-02 15:17:44,786 - mmaction - INFO - Epoch [20][180/627] lr: 3.613e-02, eta: 1 day, 18:57:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4208, loss_cls: 3.7975, loss: 3.7975 2020-07-02 15:18:02,622 - mmaction - INFO - Epoch [20][200/627] lr: 3.618e-02, eta: 1 day, 18:56:10, time: 0.895, data_time: 0.014, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4083, loss_cls: 3.8256, loss: 3.8256 2020-07-02 15:18:20,574 - mmaction - INFO - Epoch [20][220/627] lr: 3.623e-02, eta: 1 day, 18:54:49, time: 0.897, data_time: 0.013, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4771, loss_cls: 3.7727, loss: 3.7727 2020-07-02 15:18:38,310 - mmaction - INFO - Epoch [20][240/627] lr: 3.628e-02, eta: 1 day, 18:53:25, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4167, loss_cls: 3.8769, loss: 3.8769 2020-07-02 15:18:56,044 - mmaction - INFO - Epoch [20][260/627] lr: 3.633e-02, eta: 1 day, 18:52:00, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.1917, top5_acc: 0.4313, loss_cls: 3.8437, loss: 3.8437 2020-07-02 15:19:13,773 - mmaction - INFO - Epoch [20][280/627] lr: 3.638e-02, eta: 1 day, 18:50:35, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4583, loss_cls: 3.7836, loss: 3.7836 2020-07-02 15:19:31,517 - mmaction - INFO - Epoch [20][300/627] lr: 3.643e-02, eta: 1 day, 18:49:11, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4125, loss_cls: 3.8172, loss: 3.8172 2020-07-02 15:19:49,213 - mmaction - INFO - Epoch [20][320/627] lr: 3.648e-02, eta: 1 day, 18:47:47, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4354, loss_cls: 3.7692, loss: 3.7692 2020-07-02 15:20:06,957 - mmaction - INFO - Epoch [20][340/627] lr: 3.653e-02, eta: 1 day, 18:46:25, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4417, loss_cls: 3.7715, loss: 3.7715 2020-07-02 15:20:24,657 - mmaction - INFO - Epoch [20][360/627] lr: 3.658e-02, eta: 1 day, 18:45:01, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4771, loss_cls: 3.6439, loss: 3.6439 2020-07-02 15:20:42,395 - mmaction - INFO - Epoch [20][380/627] lr: 3.663e-02, eta: 1 day, 18:43:38, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4313, loss_cls: 3.7568, loss: 3.7568 2020-07-02 15:21:00,151 - mmaction - INFO - Epoch [20][400/627] lr: 3.668e-02, eta: 1 day, 18:42:17, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4771, loss_cls: 3.6640, loss: 3.6640 2020-07-02 15:21:17,920 - mmaction - INFO - Epoch [20][420/627] lr: 3.673e-02, eta: 1 day, 18:40:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4354, loss_cls: 3.8808, loss: 3.8808 2020-07-02 15:21:35,621 - mmaction - INFO - Epoch [20][440/627] lr: 3.678e-02, eta: 1 day, 18:39:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1937, top5_acc: 0.4125, loss_cls: 3.8909, loss: 3.8909 2020-07-02 15:21:53,362 - mmaction - INFO - Epoch [20][460/627] lr: 3.683e-02, eta: 1 day, 18:38:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4604, loss_cls: 3.6819, loss: 3.6819 2020-07-02 15:22:11,122 - mmaction - INFO - Epoch [20][480/627] lr: 3.688e-02, eta: 1 day, 18:36:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4271, loss_cls: 3.6983, loss: 3.6983 2020-07-02 15:22:28,895 - mmaction - INFO - Epoch [20][500/627] lr: 3.693e-02, eta: 1 day, 18:35:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1917, top5_acc: 0.4021, loss_cls: 4.0053, loss: 4.0053 2020-07-02 15:22:46,624 - mmaction - INFO - Epoch [20][520/627] lr: 3.698e-02, eta: 1 day, 18:34:13, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2062, top5_acc: 0.3854, loss_cls: 4.0330, loss: 4.0330 2020-07-02 15:23:04,334 - mmaction - INFO - Epoch [20][540/627] lr: 3.703e-02, eta: 1 day, 18:32:53, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4458, loss_cls: 3.6537, loss: 3.6537 2020-07-02 15:23:22,062 - mmaction - INFO - Epoch [20][560/627] lr: 3.708e-02, eta: 1 day, 18:31:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4021, loss_cls: 3.8918, loss: 3.8918 2020-07-02 15:23:39,703 - mmaction - INFO - Epoch [20][580/627] lr: 3.713e-02, eta: 1 day, 18:30:12, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4271, loss_cls: 3.7453, loss: 3.7453 2020-07-02 15:23:57,410 - mmaction - INFO - Epoch [20][600/627] lr: 3.718e-02, eta: 1 day, 18:28:53, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4229, loss_cls: 3.8517, loss: 3.8517 2020-07-02 15:24:15,169 - mmaction - INFO - Epoch [20][620/627] lr: 3.723e-02, eta: 1 day, 18:27:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4292, loss_cls: 3.9173, loss: 3.9173 2020-07-02 15:26:15,729 - mmaction - INFO - Epoch [21][20/627] lr: 3.725e-02, eta: 1 day, 18:54:37, time: 5.600, data_time: 4.582, memory: 8451, top1_acc: 0.2188, top5_acc: 0.4000, loss_cls: 3.8994, loss: 3.8994 2020-07-02 15:26:33,408 - mmaction - INFO - Epoch [21][40/627] lr: 3.730e-02, eta: 1 day, 18:53:13, time: 0.884, data_time: 0.004, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4271, loss_cls: 3.8461, loss: 3.8461 2020-07-02 15:26:51,043 - mmaction - INFO - Epoch [21][60/627] lr: 3.735e-02, eta: 1 day, 18:51:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4083, loss_cls: 3.8275, loss: 3.8275 2020-07-02 15:27:08,704 - mmaction - INFO - Epoch [21][80/627] lr: 3.740e-02, eta: 1 day, 18:50:26, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4104, loss_cls: 3.8763, loss: 3.8763 2020-07-02 15:27:26,459 - mmaction - INFO - Epoch [21][100/627] lr: 3.745e-02, eta: 1 day, 18:49:05, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4104, loss_cls: 3.8627, loss: 3.8627 2020-07-02 15:27:44,143 - mmaction - INFO - Epoch [21][120/627] lr: 3.750e-02, eta: 1 day, 18:47:43, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4625, loss_cls: 3.7774, loss: 3.7774 2020-07-02 15:28:01,779 - mmaction - INFO - Epoch [21][140/627] lr: 3.755e-02, eta: 1 day, 18:46:20, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4563, loss_cls: 3.7531, loss: 3.7531 2020-07-02 15:28:19,512 - mmaction - INFO - Epoch [21][160/627] lr: 3.760e-02, eta: 1 day, 18:45:00, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4625, loss_cls: 3.8459, loss: 3.8459 2020-07-02 15:28:37,206 - mmaction - INFO - Epoch [21][180/627] lr: 3.765e-02, eta: 1 day, 18:43:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1979, top5_acc: 0.4271, loss_cls: 3.8375, loss: 3.8375 2020-07-02 15:28:54,896 - mmaction - INFO - Epoch [21][200/627] lr: 3.770e-02, eta: 1 day, 18:42:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4438, loss_cls: 3.7993, loss: 3.7993 2020-07-02 15:29:12,571 - mmaction - INFO - Epoch [21][220/627] lr: 3.775e-02, eta: 1 day, 18:40:58, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4479, loss_cls: 3.8087, loss: 3.8087 2020-07-02 15:29:30,287 - mmaction - INFO - Epoch [21][240/627] lr: 3.780e-02, eta: 1 day, 18:39:38, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4500, loss_cls: 3.6842, loss: 3.6842 2020-07-02 15:29:47,969 - mmaction - INFO - Epoch [21][260/627] lr: 3.785e-02, eta: 1 day, 18:38:18, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4375, loss_cls: 3.7758, loss: 3.7758 2020-07-02 15:30:11,119 - mmaction - INFO - Epoch [21][280/627] lr: 3.789e-02, eta: 1 day, 18:38:41, time: 1.153, data_time: 0.009, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4146, loss_cls: 3.8640, loss: 3.8640 2020-07-02 15:30:28,844 - mmaction - INFO - Epoch [21][300/627] lr: 3.794e-02, eta: 1 day, 18:37:24, time: 0.891, data_time: 0.011, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4542, loss_cls: 3.7047, loss: 3.7047 2020-07-02 15:30:46,557 - mmaction - INFO - Epoch [21][320/627] lr: 3.799e-02, eta: 1 day, 18:36:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4292, loss_cls: 3.8131, loss: 3.8131 2020-07-02 15:31:04,233 - mmaction - INFO - Epoch [21][340/627] lr: 3.804e-02, eta: 1 day, 18:34:46, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4146, loss_cls: 3.8063, loss: 3.8063 2020-07-02 15:31:22,291 - mmaction - INFO - Epoch [21][360/627] lr: 3.809e-02, eta: 1 day, 18:33:35, time: 0.902, data_time: 0.020, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4146, loss_cls: 3.8575, loss: 3.8575 2020-07-02 15:31:40,271 - mmaction - INFO - Epoch [21][380/627] lr: 3.814e-02, eta: 1 day, 18:32:22, time: 0.900, data_time: 0.016, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4563, loss_cls: 3.8143, loss: 3.8143 2020-07-02 15:31:58,322 - mmaction - INFO - Epoch [21][400/627] lr: 3.819e-02, eta: 1 day, 18:31:11, time: 0.902, data_time: 0.018, memory: 8451, top1_acc: 0.1917, top5_acc: 0.4021, loss_cls: 3.9449, loss: 3.9449 2020-07-02 15:32:16,128 - mmaction - INFO - Epoch [21][420/627] lr: 3.824e-02, eta: 1 day, 18:29:56, time: 0.892, data_time: 0.010, memory: 8451, top1_acc: 0.2146, top5_acc: 0.3854, loss_cls: 3.8466, loss: 3.8466 2020-07-02 15:32:33,840 - mmaction - INFO - Epoch [21][440/627] lr: 3.829e-02, eta: 1 day, 18:28:39, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4521, loss_cls: 3.7417, loss: 3.7417 2020-07-02 15:32:51,612 - mmaction - INFO - Epoch [21][460/627] lr: 3.834e-02, eta: 1 day, 18:27:24, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4750, loss_cls: 3.6927, loss: 3.6927 2020-07-02 15:33:09,339 - mmaction - INFO - Epoch [21][480/627] lr: 3.839e-02, eta: 1 day, 18:26:08, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4458, loss_cls: 3.7440, loss: 3.7440 2020-07-02 15:33:27,078 - mmaction - INFO - Epoch [21][500/627] lr: 3.844e-02, eta: 1 day, 18:24:52, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4229, loss_cls: 3.8708, loss: 3.8708 2020-07-02 15:33:44,803 - mmaction - INFO - Epoch [21][520/627] lr: 3.849e-02, eta: 1 day, 18:23:37, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4437, loss_cls: 3.6853, loss: 3.6853 2020-07-02 15:34:02,510 - mmaction - INFO - Epoch [21][540/627] lr: 3.854e-02, eta: 1 day, 18:22:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4042, loss_cls: 3.9468, loss: 3.9468 2020-07-02 15:34:20,348 - mmaction - INFO - Epoch [21][560/627] lr: 3.859e-02, eta: 1 day, 18:21:08, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.1917, top5_acc: 0.3792, loss_cls: 3.9807, loss: 3.9807 2020-07-02 15:34:38,113 - mmaction - INFO - Epoch [21][580/627] lr: 3.864e-02, eta: 1 day, 18:19:55, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4375, loss_cls: 3.8802, loss: 3.8802 2020-07-02 15:34:55,884 - mmaction - INFO - Epoch [21][600/627] lr: 3.869e-02, eta: 1 day, 18:18:41, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4292, loss_cls: 3.7932, loss: 3.7932 2020-07-02 15:35:13,604 - mmaction - INFO - Epoch [21][620/627] lr: 3.874e-02, eta: 1 day, 18:17:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4292, loss_cls: 3.7798, loss: 3.7798 2020-07-02 15:37:16,966 - mmaction - INFO - Epoch [22][20/627] lr: 3.875e-02, eta: 1 day, 18:42:57, time: 5.713, data_time: 4.199, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4271, loss_cls: 3.7320, loss: 3.7320 2020-07-02 15:37:34,581 - mmaction - INFO - Epoch [22][40/627] lr: 3.880e-02, eta: 1 day, 18:41:37, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.2167, top5_acc: 0.3979, loss_cls: 3.9000, loss: 3.9000 2020-07-02 15:37:52,193 - mmaction - INFO - Epoch [22][60/627] lr: 3.885e-02, eta: 1 day, 18:40:18, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.1750, top5_acc: 0.3938, loss_cls: 3.9899, loss: 3.9899 2020-07-02 15:38:10,151 - mmaction - INFO - Epoch [22][80/627] lr: 3.890e-02, eta: 1 day, 18:39:05, time: 0.898, data_time: 0.017, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4521, loss_cls: 3.7472, loss: 3.7472 2020-07-02 15:38:28,169 - mmaction - INFO - Epoch [22][100/627] lr: 3.895e-02, eta: 1 day, 18:37:54, time: 0.902, data_time: 0.021, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4604, loss_cls: 3.7537, loss: 3.7537 2020-07-02 15:38:46,300 - mmaction - INFO - Epoch [22][120/627] lr: 3.900e-02, eta: 1 day, 18:36:44, time: 0.907, data_time: 0.023, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4250, loss_cls: 3.7386, loss: 3.7386 2020-07-02 15:39:04,160 - mmaction - INFO - Epoch [22][140/627] lr: 3.905e-02, eta: 1 day, 18:35:31, time: 0.893, data_time: 0.012, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4104, loss_cls: 3.8653, loss: 3.8653 2020-07-02 15:39:22,199 - mmaction - INFO - Epoch [22][160/627] lr: 3.910e-02, eta: 1 day, 18:34:20, time: 0.901, data_time: 0.019, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4750, loss_cls: 3.7376, loss: 3.7376 2020-07-02 15:39:40,112 - mmaction - INFO - Epoch [22][180/627] lr: 3.915e-02, eta: 1 day, 18:33:08, time: 0.897, data_time: 0.015, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4083, loss_cls: 4.0152, loss: 4.0152 2020-07-02 15:39:58,209 - mmaction - INFO - Epoch [22][200/627] lr: 3.920e-02, eta: 1 day, 18:31:59, time: 0.904, data_time: 0.023, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4500, loss_cls: 3.8267, loss: 3.8267 2020-07-02 15:40:16,421 - mmaction - INFO - Epoch [22][220/627] lr: 3.925e-02, eta: 1 day, 18:30:53, time: 0.911, data_time: 0.012, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4125, loss_cls: 3.8774, loss: 3.8774 2020-07-02 15:40:34,232 - mmaction - INFO - Epoch [22][240/627] lr: 3.930e-02, eta: 1 day, 18:29:39, time: 0.890, data_time: 0.004, memory: 8451, top1_acc: 0.1875, top5_acc: 0.4188, loss_cls: 3.9098, loss: 3.9098 2020-07-02 15:40:52,193 - mmaction - INFO - Epoch [22][260/627] lr: 3.935e-02, eta: 1 day, 18:28:29, time: 0.899, data_time: 0.016, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4500, loss_cls: 3.7556, loss: 3.7556 2020-07-02 15:41:10,128 - mmaction - INFO - Epoch [22][280/627] lr: 3.940e-02, eta: 1 day, 18:27:18, time: 0.896, data_time: 0.014, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4542, loss_cls: 3.6321, loss: 3.6321 2020-07-02 15:41:27,863 - mmaction - INFO - Epoch [22][300/627] lr: 3.945e-02, eta: 1 day, 18:26:05, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4313, loss_cls: 3.7109, loss: 3.7109 2020-07-02 15:41:45,593 - mmaction - INFO - Epoch [22][320/627] lr: 3.950e-02, eta: 1 day, 18:24:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4521, loss_cls: 3.8297, loss: 3.8297 2020-07-02 15:42:03,305 - mmaction - INFO - Epoch [22][340/627] lr: 3.955e-02, eta: 1 day, 18:23:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4563, loss_cls: 3.7099, loss: 3.7099 2020-07-02 15:42:21,047 - mmaction - INFO - Epoch [22][360/627] lr: 3.960e-02, eta: 1 day, 18:22:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4396, loss_cls: 3.7970, loss: 3.7970 2020-07-02 15:42:38,795 - mmaction - INFO - Epoch [22][380/627] lr: 3.965e-02, eta: 1 day, 18:21:11, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4604, loss_cls: 3.7731, loss: 3.7731 2020-07-02 15:42:56,535 - mmaction - INFO - Epoch [22][400/627] lr: 3.970e-02, eta: 1 day, 18:19:59, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4438, loss_cls: 3.8457, loss: 3.8457 2020-07-02 15:43:14,275 - mmaction - INFO - Epoch [22][420/627] lr: 3.975e-02, eta: 1 day, 18:18:47, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4250, loss_cls: 3.7361, loss: 3.7361 2020-07-02 15:43:32,043 - mmaction - INFO - Epoch [22][440/627] lr: 3.980e-02, eta: 1 day, 18:17:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4458, loss_cls: 3.7102, loss: 3.7102 2020-07-02 15:43:49,746 - mmaction - INFO - Epoch [22][460/627] lr: 3.985e-02, eta: 1 day, 18:16:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4375, loss_cls: 3.7501, loss: 3.7501 2020-07-02 15:44:07,472 - mmaction - INFO - Epoch [22][480/627] lr: 3.990e-02, eta: 1 day, 18:15:11, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4125, loss_cls: 3.9400, loss: 3.9400 2020-07-02 15:44:25,160 - mmaction - INFO - Epoch [22][500/627] lr: 3.995e-02, eta: 1 day, 18:13:59, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4625, loss_cls: 3.6811, loss: 3.6811 2020-07-02 15:44:42,925 - mmaction - INFO - Epoch [22][520/627] lr: 4.000e-02, eta: 1 day, 18:12:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4479, loss_cls: 3.6864, loss: 3.6864 2020-07-02 15:45:00,684 - mmaction - INFO - Epoch [22][540/627] lr: 4.005e-02, eta: 1 day, 18:11:38, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4542, loss_cls: 3.6696, loss: 3.6696 2020-07-02 15:45:18,426 - mmaction - INFO - Epoch [22][560/627] lr: 4.010e-02, eta: 1 day, 18:10:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4271, loss_cls: 3.8727, loss: 3.8727 2020-07-02 15:45:36,233 - mmaction - INFO - Epoch [22][580/627] lr: 4.015e-02, eta: 1 day, 18:09:19, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4375, loss_cls: 3.7757, loss: 3.7757 2020-07-02 15:45:53,999 - mmaction - INFO - Epoch [22][600/627] lr: 4.020e-02, eta: 1 day, 18:08:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4313, loss_cls: 3.8095, loss: 3.8095 2020-07-02 15:46:11,736 - mmaction - INFO - Epoch [22][620/627] lr: 4.025e-02, eta: 1 day, 18:06:59, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4250, loss_cls: 3.8932, loss: 3.8932 2020-07-02 15:48:17,673 - mmaction - INFO - Epoch [23][20/627] lr: 4.025e-02, eta: 1 day, 18:31:34, time: 5.902, data_time: 4.996, memory: 8451, top1_acc: 0.1917, top5_acc: 0.4396, loss_cls: 3.8715, loss: 3.8715 2020-07-02 15:48:35,283 - mmaction - INFO - Epoch [23][40/627] lr: 4.030e-02, eta: 1 day, 18:30:19, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4604, loss_cls: 3.6725, loss: 3.6725 2020-07-02 15:48:52,925 - mmaction - INFO - Epoch [23][60/627] lr: 4.035e-02, eta: 1 day, 18:29:05, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4583, loss_cls: 3.7683, loss: 3.7683 2020-07-02 15:49:10,605 - mmaction - INFO - Epoch [23][80/627] lr: 4.040e-02, eta: 1 day, 18:27:51, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4396, loss_cls: 3.7967, loss: 3.7967 2020-07-02 15:49:28,260 - mmaction - INFO - Epoch [23][100/627] lr: 4.045e-02, eta: 1 day, 18:26:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4062, loss_cls: 3.9754, loss: 3.9754 2020-07-02 15:49:46,078 - mmaction - INFO - Epoch [23][120/627] lr: 4.050e-02, eta: 1 day, 18:25:27, time: 0.890, data_time: 0.009, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4500, loss_cls: 3.7513, loss: 3.7513 2020-07-02 15:50:06,857 - mmaction - INFO - Epoch [23][140/627] lr: 4.055e-02, eta: 1 day, 18:25:05, time: 1.038, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4146, loss_cls: 3.8823, loss: 3.8823 2020-07-02 15:50:24,594 - mmaction - INFO - Epoch [23][160/627] lr: 4.060e-02, eta: 1 day, 18:23:53, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2292, top5_acc: 0.3958, loss_cls: 3.8804, loss: 3.8804 2020-07-02 15:50:42,317 - mmaction - INFO - Epoch [23][180/627] lr: 4.064e-02, eta: 1 day, 18:22:42, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4125, loss_cls: 3.7565, loss: 3.7565 2020-07-02 15:51:00,062 - mmaction - INFO - Epoch [23][200/627] lr: 4.069e-02, eta: 1 day, 18:21:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4521, loss_cls: 3.7570, loss: 3.7570 2020-07-02 15:51:17,770 - mmaction - INFO - Epoch [23][220/627] lr: 4.074e-02, eta: 1 day, 18:20:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4500, loss_cls: 3.7362, loss: 3.7362 2020-07-02 15:51:35,495 - mmaction - INFO - Epoch [23][240/627] lr: 4.079e-02, eta: 1 day, 18:19:08, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4521, loss_cls: 3.7806, loss: 3.7806 2020-07-02 15:51:53,221 - mmaction - INFO - Epoch [23][260/627] lr: 4.084e-02, eta: 1 day, 18:17:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4313, loss_cls: 3.7869, loss: 3.7869 2020-07-02 15:52:10,922 - mmaction - INFO - Epoch [23][280/627] lr: 4.089e-02, eta: 1 day, 18:16:47, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4208, loss_cls: 3.9054, loss: 3.9054 2020-07-02 15:52:28,630 - mmaction - INFO - Epoch [23][300/627] lr: 4.094e-02, eta: 1 day, 18:15:36, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4167, loss_cls: 3.7554, loss: 3.7554 2020-07-02 15:52:46,317 - mmaction - INFO - Epoch [23][320/627] lr: 4.099e-02, eta: 1 day, 18:14:26, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4354, loss_cls: 3.8255, loss: 3.8255 2020-07-02 15:53:04,066 - mmaction - INFO - Epoch [23][340/627] lr: 4.104e-02, eta: 1 day, 18:13:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4125, loss_cls: 3.8493, loss: 3.8493 2020-07-02 15:53:21,792 - mmaction - INFO - Epoch [23][360/627] lr: 4.109e-02, eta: 1 day, 18:12:07, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2063, top5_acc: 0.4479, loss_cls: 3.8259, loss: 3.8259 2020-07-02 15:53:39,480 - mmaction - INFO - Epoch [23][380/627] lr: 4.114e-02, eta: 1 day, 18:10:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4646, loss_cls: 3.6971, loss: 3.6971 2020-07-02 15:53:57,223 - mmaction - INFO - Epoch [23][400/627] lr: 4.119e-02, eta: 1 day, 18:09:49, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4250, loss_cls: 3.7722, loss: 3.7722 2020-07-02 15:54:14,914 - mmaction - INFO - Epoch [23][420/627] lr: 4.124e-02, eta: 1 day, 18:08:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4271, loss_cls: 3.8626, loss: 3.8626 2020-07-02 15:54:32,612 - mmaction - INFO - Epoch [23][440/627] lr: 4.129e-02, eta: 1 day, 18:07:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4563, loss_cls: 3.7083, loss: 3.7083 2020-07-02 15:54:50,341 - mmaction - INFO - Epoch [23][460/627] lr: 4.134e-02, eta: 1 day, 18:06:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4250, loss_cls: 3.7328, loss: 3.7328 2020-07-02 15:55:08,143 - mmaction - INFO - Epoch [23][480/627] lr: 4.139e-02, eta: 1 day, 18:05:15, time: 0.890, data_time: 0.001, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4354, loss_cls: 3.7429, loss: 3.7429 2020-07-02 15:55:25,821 - mmaction - INFO - Epoch [23][500/627] lr: 4.144e-02, eta: 1 day, 18:04:06, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4375, loss_cls: 3.8162, loss: 3.8162 2020-07-02 15:55:43,565 - mmaction - INFO - Epoch [23][520/627] lr: 4.149e-02, eta: 1 day, 18:02:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1917, top5_acc: 0.3854, loss_cls: 4.0281, loss: 4.0281 2020-07-02 15:56:01,313 - mmaction - INFO - Epoch [23][540/627] lr: 4.154e-02, eta: 1 day, 18:01:52, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4375, loss_cls: 3.7908, loss: 3.7908 2020-07-02 15:56:19,038 - mmaction - INFO - Epoch [23][560/627] lr: 4.159e-02, eta: 1 day, 18:00:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4708, loss_cls: 3.7002, loss: 3.7002 2020-07-02 15:56:36,768 - mmaction - INFO - Epoch [23][580/627] lr: 4.164e-02, eta: 1 day, 17:59:37, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4500, loss_cls: 3.7223, loss: 3.7223 2020-07-02 15:56:54,526 - mmaction - INFO - Epoch [23][600/627] lr: 4.169e-02, eta: 1 day, 17:58:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4333, loss_cls: 3.7568, loss: 3.7568 2020-07-02 15:57:12,243 - mmaction - INFO - Epoch [23][620/627] lr: 4.174e-02, eta: 1 day, 17:57:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4458, loss_cls: 3.7879, loss: 3.7879 2020-07-02 15:59:15,348 - mmaction - INFO - Epoch [24][20/627] lr: 4.174e-02, eta: 1 day, 18:19:27, time: 5.755, data_time: 3.789, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4396, loss_cls: 3.7884, loss: 3.7884 2020-07-02 15:59:33,048 - mmaction - INFO - Epoch [24][40/627] lr: 4.178e-02, eta: 1 day, 18:18:18, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4375, loss_cls: 3.8156, loss: 3.8156 2020-07-02 15:59:50,657 - mmaction - INFO - Epoch [24][60/627] lr: 4.183e-02, eta: 1 day, 18:17:07, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4271, loss_cls: 3.8065, loss: 3.8065 2020-07-02 16:00:14,794 - mmaction - INFO - Epoch [24][80/627] lr: 4.188e-02, eta: 1 day, 18:17:35, time: 1.201, data_time: 0.006, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4458, loss_cls: 3.7546, loss: 3.7546 2020-07-02 16:00:32,459 - mmaction - INFO - Epoch [24][100/627] lr: 4.193e-02, eta: 1 day, 18:16:27, time: 0.889, data_time: 0.010, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4104, loss_cls: 3.7714, loss: 3.7714 2020-07-02 16:00:50,135 - mmaction - INFO - Epoch [24][120/627] lr: 4.198e-02, eta: 1 day, 18:15:17, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4812, loss_cls: 3.6109, loss: 3.6109 2020-07-02 16:01:07,891 - mmaction - INFO - Epoch [24][140/627] lr: 4.203e-02, eta: 1 day, 18:14:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4604, loss_cls: 3.6712, loss: 3.6712 2020-07-02 16:01:25,598 - mmaction - INFO - Epoch [24][160/627] lr: 4.208e-02, eta: 1 day, 18:13:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4438, loss_cls: 3.8407, loss: 3.8407 2020-07-02 16:01:43,353 - mmaction - INFO - Epoch [24][180/627] lr: 4.213e-02, eta: 1 day, 18:11:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2313, top5_acc: 0.4500, loss_cls: 3.7644, loss: 3.7644 2020-07-02 16:02:01,090 - mmaction - INFO - Epoch [24][200/627] lr: 4.218e-02, eta: 1 day, 18:10:45, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4396, loss_cls: 3.8303, loss: 3.8303 2020-07-02 16:02:18,872 - mmaction - INFO - Epoch [24][220/627] lr: 4.223e-02, eta: 1 day, 18:09:39, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4146, loss_cls: 3.7939, loss: 3.7939 2020-07-02 16:02:36,637 - mmaction - INFO - Epoch [24][240/627] lr: 4.228e-02, eta: 1 day, 18:08:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4188, loss_cls: 3.7407, loss: 3.7407 2020-07-02 16:02:54,378 - mmaction - INFO - Epoch [24][260/627] lr: 4.233e-02, eta: 1 day, 18:07:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2188, top5_acc: 0.4229, loss_cls: 3.8188, loss: 3.8188 2020-07-02 16:03:12,094 - mmaction - INFO - Epoch [24][280/627] lr: 4.238e-02, eta: 1 day, 18:06:17, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4542, loss_cls: 3.6591, loss: 3.6591 2020-07-02 16:03:29,808 - mmaction - INFO - Epoch [24][300/627] lr: 4.243e-02, eta: 1 day, 18:05:10, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4563, loss_cls: 3.8056, loss: 3.8056 2020-07-02 16:03:47,542 - mmaction - INFO - Epoch [24][320/627] lr: 4.248e-02, eta: 1 day, 18:04:04, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2313, top5_acc: 0.4292, loss_cls: 3.8337, loss: 3.8337 2020-07-02 16:04:05,268 - mmaction - INFO - Epoch [24][340/627] lr: 4.253e-02, eta: 1 day, 18:02:57, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4479, loss_cls: 3.7419, loss: 3.7419 2020-07-02 16:04:23,028 - mmaction - INFO - Epoch [24][360/627] lr: 4.258e-02, eta: 1 day, 18:01:52, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4375, loss_cls: 3.8052, loss: 3.8052 2020-07-02 16:04:40,768 - mmaction - INFO - Epoch [24][380/627] lr: 4.263e-02, eta: 1 day, 18:00:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2313, top5_acc: 0.4125, loss_cls: 3.8053, loss: 3.8053 2020-07-02 16:04:58,528 - mmaction - INFO - Epoch [24][400/627] lr: 4.268e-02, eta: 1 day, 17:59:41, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4146, loss_cls: 3.8030, loss: 3.8030 2020-07-02 16:05:16,495 - mmaction - INFO - Epoch [24][420/627] lr: 4.273e-02, eta: 1 day, 17:58:35, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4188, loss_cls: 3.8291, loss: 3.8291 2020-07-02 16:05:34,264 - mmaction - INFO - Epoch [24][440/627] lr: 4.278e-02, eta: 1 day, 17:57:34, time: 0.902, data_time: 0.015, memory: 8451, top1_acc: 0.2313, top5_acc: 0.4542, loss_cls: 3.7609, loss: 3.7609 2020-07-02 16:05:52,063 - mmaction - INFO - Epoch [24][460/627] lr: 4.283e-02, eta: 1 day, 17:56:29, time: 0.889, data_time: 0.009, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4958, loss_cls: 3.5887, loss: 3.5887 2020-07-02 16:06:09,775 - mmaction - INFO - Epoch [24][480/627] lr: 4.288e-02, eta: 1 day, 17:55:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4750, loss_cls: 3.7060, loss: 3.7060 2020-07-02 16:06:27,513 - mmaction - INFO - Epoch [24][500/627] lr: 4.293e-02, eta: 1 day, 17:54:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4104, loss_cls: 3.8647, loss: 3.8647 2020-07-02 16:06:45,233 - mmaction - INFO - Epoch [24][520/627] lr: 4.298e-02, eta: 1 day, 17:53:15, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4146, loss_cls: 3.8558, loss: 3.8558 2020-07-02 16:07:02,968 - mmaction - INFO - Epoch [24][540/627] lr: 4.303e-02, eta: 1 day, 17:52:10, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4438, loss_cls: 3.7861, loss: 3.7861 2020-07-02 16:07:20,664 - mmaction - INFO - Epoch [24][560/627] lr: 4.308e-02, eta: 1 day, 17:51:06, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4146, loss_cls: 3.8332, loss: 3.8332 2020-07-02 16:07:38,358 - mmaction - INFO - Epoch [24][580/627] lr: 4.313e-02, eta: 1 day, 17:50:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4646, loss_cls: 3.6414, loss: 3.6414 2020-07-02 16:07:56,025 - mmaction - INFO - Epoch [24][600/627] lr: 4.318e-02, eta: 1 day, 17:48:56, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4396, loss_cls: 3.7475, loss: 3.7475 2020-07-02 16:08:13,775 - mmaction - INFO - Epoch [24][620/627] lr: 4.322e-02, eta: 1 day, 17:47:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4542, loss_cls: 3.6758, loss: 3.6758 2020-07-02 16:08:26,019 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-02 16:10:18,814 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 16:10:19,761 - mmaction - INFO - top1_acc 0.2635 top5_acc 0.4975 2020-07-02 16:10:19,761 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 16:10:19,837 - mmaction - INFO - mean_acc 0.2633 2020-07-02 16:10:19,845 - mmaction - INFO - Epoch [24][627/627] lr: 4.324e-02, top1_acc: 0.2635, top5_acc: 0.4975, mean_class_accuracy: 0.2633 2020-07-02 16:11:53,369 - mmaction - INFO - Epoch [25][20/627] lr: 4.321e-02, eta: 1 day, 18:03:14, time: 4.676, data_time: 3.471, memory: 8451, top1_acc: 0.1917, top5_acc: 0.4125, loss_cls: 3.8979, loss: 3.8979 2020-07-02 16:12:11,018 - mmaction - INFO - Epoch [25][40/627] lr: 4.326e-02, eta: 1 day, 18:02:07, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4917, loss_cls: 3.5977, loss: 3.5977 2020-07-02 16:12:28,664 - mmaction - INFO - Epoch [25][60/627] lr: 4.331e-02, eta: 1 day, 18:01:01, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4563, loss_cls: 3.7736, loss: 3.7736 2020-07-02 16:12:46,309 - mmaction - INFO - Epoch [25][80/627] lr: 4.336e-02, eta: 1 day, 17:59:54, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4188, loss_cls: 3.7782, loss: 3.7782 2020-07-02 16:13:04,014 - mmaction - INFO - Epoch [25][100/627] lr: 4.341e-02, eta: 1 day, 17:58:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4021, loss_cls: 3.7770, loss: 3.7770 2020-07-02 16:13:21,737 - mmaction - INFO - Epoch [25][120/627] lr: 4.346e-02, eta: 1 day, 17:57:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4479, loss_cls: 3.6984, loss: 3.6984 2020-07-02 16:13:39,425 - mmaction - INFO - Epoch [25][140/627] lr: 4.351e-02, eta: 1 day, 17:56:39, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.1833, top5_acc: 0.4042, loss_cls: 3.9582, loss: 3.9582 2020-07-02 16:13:57,139 - mmaction - INFO - Epoch [25][160/627] lr: 4.356e-02, eta: 1 day, 17:55:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4729, loss_cls: 3.7220, loss: 3.7220 2020-07-02 16:14:14,835 - mmaction - INFO - Epoch [25][180/627] lr: 4.361e-02, eta: 1 day, 17:54:30, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4354, loss_cls: 3.7918, loss: 3.7918 2020-07-02 16:14:32,549 - mmaction - INFO - Epoch [25][200/627] lr: 4.366e-02, eta: 1 day, 17:53:26, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4125, loss_cls: 3.7700, loss: 3.7700 2020-07-02 16:14:50,240 - mmaction - INFO - Epoch [25][220/627] lr: 4.371e-02, eta: 1 day, 17:52:22, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5063, loss_cls: 3.5775, loss: 3.5775 2020-07-02 16:15:08,475 - mmaction - INFO - Epoch [25][240/627] lr: 4.376e-02, eta: 1 day, 17:51:25, time: 0.913, data_time: 0.002, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4583, loss_cls: 3.7513, loss: 3.7513 2020-07-02 16:15:26,152 - mmaction - INFO - Epoch [25][260/627] lr: 4.381e-02, eta: 1 day, 17:50:21, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4688, loss_cls: 3.6695, loss: 3.6695 2020-07-02 16:15:43,865 - mmaction - INFO - Epoch [25][280/627] lr: 4.386e-02, eta: 1 day, 17:49:18, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4146, loss_cls: 3.8280, loss: 3.8280 2020-07-02 16:16:01,622 - mmaction - INFO - Epoch [25][300/627] lr: 4.391e-02, eta: 1 day, 17:48:15, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4667, loss_cls: 3.6180, loss: 3.6180 2020-07-02 16:16:19,371 - mmaction - INFO - Epoch [25][320/627] lr: 4.396e-02, eta: 1 day, 17:47:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4500, loss_cls: 3.7071, loss: 3.7071 2020-07-02 16:16:37,090 - mmaction - INFO - Epoch [25][340/627] lr: 4.401e-02, eta: 1 day, 17:46:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4604, loss_cls: 3.6362, loss: 3.6362 2020-07-02 16:16:54,805 - mmaction - INFO - Epoch [25][360/627] lr: 4.406e-02, eta: 1 day, 17:45:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2063, top5_acc: 0.4354, loss_cls: 3.8035, loss: 3.8035 2020-07-02 16:17:12,541 - mmaction - INFO - Epoch [25][380/627] lr: 4.411e-02, eta: 1 day, 17:44:05, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4542, loss_cls: 3.6853, loss: 3.6853 2020-07-02 16:17:30,276 - mmaction - INFO - Epoch [25][400/627] lr: 4.416e-02, eta: 1 day, 17:43:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4292, loss_cls: 3.8614, loss: 3.8614 2020-07-02 16:17:47,945 - mmaction - INFO - Epoch [25][420/627] lr: 4.421e-02, eta: 1 day, 17:42:00, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4208, loss_cls: 3.8769, loss: 3.8769 2020-07-02 16:18:05,681 - mmaction - INFO - Epoch [25][440/627] lr: 4.426e-02, eta: 1 day, 17:40:58, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4437, loss_cls: 3.7309, loss: 3.7309 2020-07-02 16:18:23,383 - mmaction - INFO - Epoch [25][460/627] lr: 4.431e-02, eta: 1 day, 17:39:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1958, top5_acc: 0.4063, loss_cls: 3.9033, loss: 3.9033 2020-07-02 16:18:41,106 - mmaction - INFO - Epoch [25][480/627] lr: 4.436e-02, eta: 1 day, 17:38:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4583, loss_cls: 3.7252, loss: 3.7252 2020-07-02 16:18:58,756 - mmaction - INFO - Epoch [25][500/627] lr: 4.440e-02, eta: 1 day, 17:37:52, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4000, loss_cls: 3.9446, loss: 3.9446 2020-07-02 16:19:16,481 - mmaction - INFO - Epoch [25][520/627] lr: 4.445e-02, eta: 1 day, 17:36:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4604, loss_cls: 3.7568, loss: 3.7568 2020-07-02 16:19:34,220 - mmaction - INFO - Epoch [25][540/627] lr: 4.450e-02, eta: 1 day, 17:35:50, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4479, loss_cls: 3.7601, loss: 3.7601 2020-07-02 16:19:52,076 - mmaction - INFO - Epoch [25][560/627] lr: 4.455e-02, eta: 1 day, 17:34:50, time: 0.891, data_time: 0.009, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4271, loss_cls: 3.8078, loss: 3.8078 2020-07-02 16:20:09,768 - mmaction - INFO - Epoch [25][580/627] lr: 4.460e-02, eta: 1 day, 17:33:50, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4708, loss_cls: 3.7044, loss: 3.7044 2020-07-02 16:20:27,557 - mmaction - INFO - Epoch [25][600/627] lr: 4.465e-02, eta: 1 day, 17:32:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4458, loss_cls: 3.7986, loss: 3.7986 2020-07-02 16:20:45,263 - mmaction - INFO - Epoch [25][620/627] lr: 4.470e-02, eta: 1 day, 17:31:49, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4458, loss_cls: 3.7784, loss: 3.7784 2020-07-02 16:22:32,526 - mmaction - INFO - Epoch [26][20/627] lr: 4.469e-02, eta: 1 day, 17:47:36, time: 4.987, data_time: 3.834, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4187, loss_cls: 3.8660, loss: 3.8660 2020-07-02 16:22:50,122 - mmaction - INFO - Epoch [26][40/627] lr: 4.474e-02, eta: 1 day, 17:46:32, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4312, loss_cls: 3.7134, loss: 3.7134 2020-07-02 16:23:07,750 - mmaction - INFO - Epoch [26][60/627] lr: 4.478e-02, eta: 1 day, 17:45:29, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4208, loss_cls: 3.7417, loss: 3.7417 2020-07-02 16:23:25,437 - mmaction - INFO - Epoch [26][80/627] lr: 4.483e-02, eta: 1 day, 17:44:26, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4625, loss_cls: 3.6041, loss: 3.6041 2020-07-02 16:23:43,081 - mmaction - INFO - Epoch [26][100/627] lr: 4.488e-02, eta: 1 day, 17:43:24, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4104, loss_cls: 3.8538, loss: 3.8538 2020-07-02 16:24:00,792 - mmaction - INFO - Epoch [26][120/627] lr: 4.493e-02, eta: 1 day, 17:42:22, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4563, loss_cls: 3.6833, loss: 3.6833 2020-07-02 16:24:18,423 - mmaction - INFO - Epoch [26][140/627] lr: 4.498e-02, eta: 1 day, 17:41:19, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4583, loss_cls: 3.7275, loss: 3.7275 2020-07-02 16:24:36,564 - mmaction - INFO - Epoch [26][160/627] lr: 4.503e-02, eta: 1 day, 17:40:22, time: 0.901, data_time: 0.012, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4667, loss_cls: 3.5576, loss: 3.5576 2020-07-02 16:24:54,429 - mmaction - INFO - Epoch [26][180/627] lr: 4.508e-02, eta: 1 day, 17:39:25, time: 0.899, data_time: 0.017, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4292, loss_cls: 3.7805, loss: 3.7805 2020-07-02 16:25:12,374 - mmaction - INFO - Epoch [26][200/627] lr: 4.513e-02, eta: 1 day, 17:38:27, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.2083, top5_acc: 0.3958, loss_cls: 3.9335, loss: 3.9335 2020-07-02 16:25:30,094 - mmaction - INFO - Epoch [26][220/627] lr: 4.518e-02, eta: 1 day, 17:37:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4833, loss_cls: 3.5152, loss: 3.5152 2020-07-02 16:25:47,768 - mmaction - INFO - Epoch [26][240/627] lr: 4.523e-02, eta: 1 day, 17:36:25, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2021, top5_acc: 0.4271, loss_cls: 3.9365, loss: 3.9365 2020-07-02 16:26:05,503 - mmaction - INFO - Epoch [26][260/627] lr: 4.528e-02, eta: 1 day, 17:35:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4271, loss_cls: 3.8205, loss: 3.8205 2020-07-02 16:26:23,425 - mmaction - INFO - Epoch [26][280/627] lr: 4.533e-02, eta: 1 day, 17:34:24, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4438, loss_cls: 3.7770, loss: 3.7770 2020-07-02 16:26:41,189 - mmaction - INFO - Epoch [26][300/627] lr: 4.538e-02, eta: 1 day, 17:33:28, time: 0.898, data_time: 0.019, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4625, loss_cls: 3.6660, loss: 3.6660 2020-07-02 16:26:59,223 - mmaction - INFO - Epoch [26][320/627] lr: 4.543e-02, eta: 1 day, 17:32:30, time: 0.896, data_time: 0.014, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4375, loss_cls: 3.6966, loss: 3.6966 2020-07-02 16:27:17,070 - mmaction - INFO - Epoch [26][340/627] lr: 4.548e-02, eta: 1 day, 17:31:34, time: 0.898, data_time: 0.016, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4708, loss_cls: 3.6421, loss: 3.6421 2020-07-02 16:27:34,794 - mmaction - INFO - Epoch [26][360/627] lr: 4.553e-02, eta: 1 day, 17:30:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2563, top5_acc: 0.4583, loss_cls: 3.6760, loss: 3.6760 2020-07-02 16:27:52,547 - mmaction - INFO - Epoch [26][380/627] lr: 4.558e-02, eta: 1 day, 17:29:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4687, loss_cls: 3.6473, loss: 3.6473 2020-07-02 16:28:10,280 - mmaction - INFO - Epoch [26][400/627] lr: 4.563e-02, eta: 1 day, 17:28:36, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4542, loss_cls: 3.7522, loss: 3.7522 2020-07-02 16:28:28,058 - mmaction - INFO - Epoch [26][420/627] lr: 4.568e-02, eta: 1 day, 17:27:37, time: 0.889, data_time: 0.008, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4542, loss_cls: 3.6928, loss: 3.6928 2020-07-02 16:28:45,802 - mmaction - INFO - Epoch [26][440/627] lr: 4.572e-02, eta: 1 day, 17:26:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4333, loss_cls: 3.8182, loss: 3.8182 2020-07-02 16:29:03,538 - mmaction - INFO - Epoch [26][460/627] lr: 4.577e-02, eta: 1 day, 17:25:40, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4521, loss_cls: 3.6835, loss: 3.6835 2020-07-02 16:29:21,248 - mmaction - INFO - Epoch [26][480/627] lr: 4.582e-02, eta: 1 day, 17:24:41, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4354, loss_cls: 3.7897, loss: 3.7897 2020-07-02 16:29:38,968 - mmaction - INFO - Epoch [26][500/627] lr: 4.587e-02, eta: 1 day, 17:23:42, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4271, loss_cls: 3.8328, loss: 3.8328 2020-07-02 16:29:56,629 - mmaction - INFO - Epoch [26][520/627] lr: 4.592e-02, eta: 1 day, 17:22:43, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4500, loss_cls: 3.7442, loss: 3.7442 2020-07-02 16:30:14,342 - mmaction - INFO - Epoch [26][540/627] lr: 4.597e-02, eta: 1 day, 17:21:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.3729, loss_cls: 3.9771, loss: 3.9771 2020-07-02 16:30:32,045 - mmaction - INFO - Epoch [26][560/627] lr: 4.602e-02, eta: 1 day, 17:20:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.1875, top5_acc: 0.3896, loss_cls: 3.9319, loss: 3.9319 2020-07-02 16:30:49,757 - mmaction - INFO - Epoch [26][580/627] lr: 4.607e-02, eta: 1 day, 17:19:48, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4708, loss_cls: 3.6115, loss: 3.6115 2020-07-02 16:31:07,541 - mmaction - INFO - Epoch [26][600/627] lr: 4.612e-02, eta: 1 day, 17:18:51, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4417, loss_cls: 3.6538, loss: 3.6538 2020-07-02 16:31:25,245 - mmaction - INFO - Epoch [26][620/627] lr: 4.617e-02, eta: 1 day, 17:17:53, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4188, loss_cls: 3.8330, loss: 3.8330 2020-07-02 16:33:12,010 - mmaction - INFO - Epoch [27][20/627] lr: 4.615e-02, eta: 1 day, 17:32:45, time: 5.000, data_time: 4.096, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4563, loss_cls: 3.7083, loss: 3.7083 2020-07-02 16:33:29,594 - mmaction - INFO - Epoch [27][40/627] lr: 4.620e-02, eta: 1 day, 17:31:44, time: 0.878, data_time: 0.003, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4396, loss_cls: 3.6811, loss: 3.6811 2020-07-02 16:33:47,253 - mmaction - INFO - Epoch [27][60/627] lr: 4.625e-02, eta: 1 day, 17:30:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.5000, loss_cls: 3.5347, loss: 3.5347 2020-07-02 16:34:04,945 - mmaction - INFO - Epoch [27][80/627] lr: 4.630e-02, eta: 1 day, 17:29:45, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4500, loss_cls: 3.7026, loss: 3.7026 2020-07-02 16:34:22,659 - mmaction - INFO - Epoch [27][100/627] lr: 4.635e-02, eta: 1 day, 17:28:46, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4354, loss_cls: 3.8121, loss: 3.8121 2020-07-02 16:34:40,618 - mmaction - INFO - Epoch [27][120/627] lr: 4.639e-02, eta: 1 day, 17:27:50, time: 0.895, data_time: 0.013, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4625, loss_cls: 3.6837, loss: 3.6837 2020-07-02 16:34:58,422 - mmaction - INFO - Epoch [27][140/627] lr: 4.644e-02, eta: 1 day, 17:26:53, time: 0.894, data_time: 0.014, memory: 8451, top1_acc: 0.2688, top5_acc: 0.4542, loss_cls: 3.6972, loss: 3.6972 2020-07-02 16:35:16,495 - mmaction - INFO - Epoch [27][160/627] lr: 4.649e-02, eta: 1 day, 17:25:59, time: 0.902, data_time: 0.013, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4458, loss_cls: 3.7075, loss: 3.7075 2020-07-02 16:35:34,218 - mmaction - INFO - Epoch [27][180/627] lr: 4.654e-02, eta: 1 day, 17:25:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4104, loss_cls: 3.9090, loss: 3.9090 2020-07-02 16:35:52,164 - mmaction - INFO - Epoch [27][200/627] lr: 4.659e-02, eta: 1 day, 17:24:05, time: 0.896, data_time: 0.014, memory: 8451, top1_acc: 0.1958, top5_acc: 0.3896, loss_cls: 3.9314, loss: 3.9314 2020-07-02 16:36:13,395 - mmaction - INFO - Epoch [27][220/627] lr: 4.664e-02, eta: 1 day, 17:23:51, time: 1.060, data_time: 0.013, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4375, loss_cls: 3.7704, loss: 3.7704 2020-07-02 16:36:31,225 - mmaction - INFO - Epoch [27][240/627] lr: 4.669e-02, eta: 1 day, 17:22:55, time: 0.893, data_time: 0.004, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4333, loss_cls: 3.7405, loss: 3.7405 2020-07-02 16:36:48,936 - mmaction - INFO - Epoch [27][260/627] lr: 4.674e-02, eta: 1 day, 17:21:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4854, loss_cls: 3.5006, loss: 3.5006 2020-07-02 16:37:06,690 - mmaction - INFO - Epoch [27][280/627] lr: 4.679e-02, eta: 1 day, 17:21:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4479, loss_cls: 3.7067, loss: 3.7067 2020-07-02 16:37:24,444 - mmaction - INFO - Epoch [27][300/627] lr: 4.684e-02, eta: 1 day, 17:20:03, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4313, loss_cls: 3.7863, loss: 3.7863 2020-07-02 16:37:42,157 - mmaction - INFO - Epoch [27][320/627] lr: 4.689e-02, eta: 1 day, 17:19:05, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4438, loss_cls: 3.7645, loss: 3.7645 2020-07-02 16:37:59,888 - mmaction - INFO - Epoch [27][340/627] lr: 4.694e-02, eta: 1 day, 17:18:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4063, loss_cls: 3.8869, loss: 3.8869 2020-07-02 16:38:17,587 - mmaction - INFO - Epoch [27][360/627] lr: 4.699e-02, eta: 1 day, 17:17:11, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4667, loss_cls: 3.6081, loss: 3.6081 2020-07-02 16:38:35,330 - mmaction - INFO - Epoch [27][380/627] lr: 4.704e-02, eta: 1 day, 17:16:14, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4271, loss_cls: 3.8448, loss: 3.8448 2020-07-02 16:38:53,064 - mmaction - INFO - Epoch [27][400/627] lr: 4.709e-02, eta: 1 day, 17:15:17, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4688, loss_cls: 3.6839, loss: 3.6839 2020-07-02 16:39:10,741 - mmaction - INFO - Epoch [27][420/627] lr: 4.714e-02, eta: 1 day, 17:14:20, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4604, loss_cls: 3.7207, loss: 3.7207 2020-07-02 16:39:28,498 - mmaction - INFO - Epoch [27][440/627] lr: 4.718e-02, eta: 1 day, 17:13:24, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4417, loss_cls: 3.7404, loss: 3.7404 2020-07-02 16:39:46,255 - mmaction - INFO - Epoch [27][460/627] lr: 4.723e-02, eta: 1 day, 17:12:28, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4208, loss_cls: 3.8659, loss: 3.8659 2020-07-02 16:40:06,110 - mmaction - INFO - Epoch [27][480/627] lr: 4.728e-02, eta: 1 day, 17:11:57, time: 0.991, data_time: 0.003, memory: 8451, top1_acc: 0.1938, top5_acc: 0.4000, loss_cls: 3.8551, loss: 3.8551 2020-07-02 16:40:23,818 - mmaction - INFO - Epoch [27][500/627] lr: 4.733e-02, eta: 1 day, 17:11:02, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4542, loss_cls: 3.6266, loss: 3.6266 2020-07-02 16:40:41,537 - mmaction - INFO - Epoch [27][520/627] lr: 4.738e-02, eta: 1 day, 17:10:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4583, loss_cls: 3.6756, loss: 3.6756 2020-07-02 16:40:59,291 - mmaction - INFO - Epoch [27][540/627] lr: 4.743e-02, eta: 1 day, 17:09:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4542, loss_cls: 3.8699, loss: 3.8699 2020-07-02 16:41:17,061 - mmaction - INFO - Epoch [27][560/627] lr: 4.748e-02, eta: 1 day, 17:08:14, time: 0.888, data_time: 0.005, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4438, loss_cls: 3.7481, loss: 3.7481 2020-07-02 16:41:34,790 - mmaction - INFO - Epoch [27][580/627] lr: 4.753e-02, eta: 1 day, 17:07:19, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4646, loss_cls: 3.7043, loss: 3.7043 2020-07-02 16:41:52,538 - mmaction - INFO - Epoch [27][600/627] lr: 4.758e-02, eta: 1 day, 17:06:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4563, loss_cls: 3.7460, loss: 3.7460 2020-07-02 16:42:10,306 - mmaction - INFO - Epoch [27][620/627] lr: 4.763e-02, eta: 1 day, 17:05:29, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4396, loss_cls: 3.7815, loss: 3.7815 2020-07-02 16:44:13,857 - mmaction - INFO - Epoch [28][20/627] lr: 4.760e-02, eta: 1 day, 17:22:49, time: 5.827, data_time: 4.128, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4333, loss_cls: 3.7355, loss: 3.7355 2020-07-02 16:44:31,521 - mmaction - INFO - Epoch [28][40/627] lr: 4.765e-02, eta: 1 day, 17:21:51, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4542, loss_cls: 3.6757, loss: 3.6757 2020-07-02 16:44:49,122 - mmaction - INFO - Epoch [28][60/627] lr: 4.770e-02, eta: 1 day, 17:20:53, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4375, loss_cls: 3.6992, loss: 3.6992 2020-07-02 16:45:07,526 - mmaction - INFO - Epoch [28][80/627] lr: 4.775e-02, eta: 1 day, 17:20:04, time: 0.920, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4917, loss_cls: 3.4894, loss: 3.4894 2020-07-02 16:45:25,132 - mmaction - INFO - Epoch [28][100/627] lr: 4.780e-02, eta: 1 day, 17:19:06, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4646, loss_cls: 3.7444, loss: 3.7444 2020-07-02 16:45:42,767 - mmaction - INFO - Epoch [28][120/627] lr: 4.785e-02, eta: 1 day, 17:18:08, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4354, loss_cls: 3.7742, loss: 3.7742 2020-07-02 16:46:00,489 - mmaction - INFO - Epoch [28][140/627] lr: 4.790e-02, eta: 1 day, 17:17:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4833, loss_cls: 3.5909, loss: 3.5909 2020-07-02 16:46:18,183 - mmaction - INFO - Epoch [28][160/627] lr: 4.794e-02, eta: 1 day, 17:16:15, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4542, loss_cls: 3.7399, loss: 3.7399 2020-07-02 16:46:35,876 - mmaction - INFO - Epoch [28][180/627] lr: 4.799e-02, eta: 1 day, 17:15:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4229, loss_cls: 3.7719, loss: 3.7719 2020-07-02 16:46:53,589 - mmaction - INFO - Epoch [28][200/627] lr: 4.804e-02, eta: 1 day, 17:14:22, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4479, loss_cls: 3.8409, loss: 3.8409 2020-07-02 16:47:11,292 - mmaction - INFO - Epoch [28][220/627] lr: 4.809e-02, eta: 1 day, 17:13:26, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4542, loss_cls: 3.6574, loss: 3.6574 2020-07-02 16:47:29,050 - mmaction - INFO - Epoch [28][240/627] lr: 4.814e-02, eta: 1 day, 17:12:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4667, loss_cls: 3.6199, loss: 3.6199 2020-07-02 16:47:46,764 - mmaction - INFO - Epoch [28][260/627] lr: 4.819e-02, eta: 1 day, 17:11:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4375, loss_cls: 3.7272, loss: 3.7272 2020-07-02 16:48:04,486 - mmaction - INFO - Epoch [28][280/627] lr: 4.824e-02, eta: 1 day, 17:10:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4646, loss_cls: 3.6587, loss: 3.6587 2020-07-02 16:48:22,167 - mmaction - INFO - Epoch [28][300/627] lr: 4.829e-02, eta: 1 day, 17:09:43, time: 0.886, data_time: 0.004, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4542, loss_cls: 3.6321, loss: 3.6321 2020-07-02 16:48:40,068 - mmaction - INFO - Epoch [28][320/627] lr: 4.834e-02, eta: 1 day, 17:08:49, time: 0.894, data_time: 0.009, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4792, loss_cls: 3.6504, loss: 3.6504 2020-07-02 16:48:57,794 - mmaction - INFO - Epoch [28][340/627] lr: 4.839e-02, eta: 1 day, 17:07:54, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4458, loss_cls: 3.6944, loss: 3.6944 2020-07-02 16:49:15,528 - mmaction - INFO - Epoch [28][360/627] lr: 4.844e-02, eta: 1 day, 17:06:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.3896, loss_cls: 3.8953, loss: 3.8953 2020-07-02 16:49:33,262 - mmaction - INFO - Epoch [28][380/627] lr: 4.849e-02, eta: 1 day, 17:06:04, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4792, loss_cls: 3.6392, loss: 3.6392 2020-07-02 16:49:51,014 - mmaction - INFO - Epoch [28][400/627] lr: 4.854e-02, eta: 1 day, 17:05:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4375, loss_cls: 3.5650, loss: 3.5650 2020-07-02 16:50:08,716 - mmaction - INFO - Epoch [28][420/627] lr: 4.859e-02, eta: 1 day, 17:04:15, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4750, loss_cls: 3.6645, loss: 3.6645 2020-07-02 16:50:26,449 - mmaction - INFO - Epoch [28][440/627] lr: 4.863e-02, eta: 1 day, 17:03:20, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4271, loss_cls: 3.7643, loss: 3.7643 2020-07-02 16:50:44,191 - mmaction - INFO - Epoch [28][460/627] lr: 4.868e-02, eta: 1 day, 17:02:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4375, loss_cls: 3.7714, loss: 3.7714 2020-07-02 16:51:01,954 - mmaction - INFO - Epoch [28][480/627] lr: 4.873e-02, eta: 1 day, 17:01:32, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4625, loss_cls: 3.6800, loss: 3.6800 2020-07-02 16:51:19,682 - mmaction - INFO - Epoch [28][500/627] lr: 4.878e-02, eta: 1 day, 17:00:38, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4354, loss_cls: 3.7790, loss: 3.7790 2020-07-02 16:51:37,431 - mmaction - INFO - Epoch [28][520/627] lr: 4.883e-02, eta: 1 day, 16:59:44, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.5677, loss: 3.5677 2020-07-02 16:51:55,182 - mmaction - INFO - Epoch [28][540/627] lr: 4.888e-02, eta: 1 day, 16:58:50, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4583, loss_cls: 3.6844, loss: 3.6844 2020-07-02 16:52:12,911 - mmaction - INFO - Epoch [28][560/627] lr: 4.893e-02, eta: 1 day, 16:57:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2313, top5_acc: 0.4479, loss_cls: 3.7659, loss: 3.7659 2020-07-02 16:52:30,620 - mmaction - INFO - Epoch [28][580/627] lr: 4.898e-02, eta: 1 day, 16:57:02, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4375, loss_cls: 3.7514, loss: 3.7514 2020-07-02 16:52:48,411 - mmaction - INFO - Epoch [28][600/627] lr: 4.903e-02, eta: 1 day, 16:56:10, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4333, loss_cls: 3.7917, loss: 3.7917 2020-07-02 16:53:06,173 - mmaction - INFO - Epoch [28][620/627] lr: 4.908e-02, eta: 1 day, 16:55:16, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4708, loss_cls: 3.6584, loss: 3.6584 2020-07-02 16:54:52,796 - mmaction - INFO - Epoch [29][20/627] lr: 4.904e-02, eta: 1 day, 17:08:13, time: 4.926, data_time: 3.977, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4437, loss_cls: 3.7674, loss: 3.7674 2020-07-02 16:55:10,899 - mmaction - INFO - Epoch [29][40/627] lr: 4.909e-02, eta: 1 day, 17:07:22, time: 0.905, data_time: 0.001, memory: 8451, top1_acc: 0.1813, top5_acc: 0.3771, loss_cls: 4.0521, loss: 4.0521 2020-07-02 16:55:28,574 - mmaction - INFO - Epoch [29][60/627] lr: 4.914e-02, eta: 1 day, 17:06:27, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4958, loss_cls: 3.4573, loss: 3.4573 2020-07-02 16:55:46,267 - mmaction - INFO - Epoch [29][80/627] lr: 4.919e-02, eta: 1 day, 17:05:32, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4500, loss_cls: 3.6593, loss: 3.6593 2020-07-02 16:56:03,924 - mmaction - INFO - Epoch [29][100/627] lr: 4.924e-02, eta: 1 day, 17:04:37, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4583, loss_cls: 3.7089, loss: 3.7089 2020-07-02 16:56:21,610 - mmaction - INFO - Epoch [29][120/627] lr: 4.929e-02, eta: 1 day, 17:03:42, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4458, loss_cls: 3.6669, loss: 3.6669 2020-07-02 16:56:39,287 - mmaction - INFO - Epoch [29][140/627] lr: 4.934e-02, eta: 1 day, 17:02:47, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4396, loss_cls: 3.7770, loss: 3.7770 2020-07-02 16:56:57,020 - mmaction - INFO - Epoch [29][160/627] lr: 4.939e-02, eta: 1 day, 17:01:53, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4563, loss_cls: 3.6665, loss: 3.6665 2020-07-02 16:57:14,773 - mmaction - INFO - Epoch [29][180/627] lr: 4.944e-02, eta: 1 day, 17:01:00, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4500, loss_cls: 3.7102, loss: 3.7102 2020-07-02 16:57:32,501 - mmaction - INFO - Epoch [29][200/627] lr: 4.948e-02, eta: 1 day, 17:00:06, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4208, loss_cls: 3.7736, loss: 3.7736 2020-07-02 16:57:50,237 - mmaction - INFO - Epoch [29][220/627] lr: 4.953e-02, eta: 1 day, 16:59:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4313, loss_cls: 3.6985, loss: 3.6985 2020-07-02 16:58:07,973 - mmaction - INFO - Epoch [29][240/627] lr: 4.958e-02, eta: 1 day, 16:58:19, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4688, loss_cls: 3.6175, loss: 3.6175 2020-07-02 16:58:25,743 - mmaction - INFO - Epoch [29][260/627] lr: 4.963e-02, eta: 1 day, 16:57:26, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4958, loss_cls: 3.5070, loss: 3.5070 2020-07-02 16:58:43,484 - mmaction - INFO - Epoch [29][280/627] lr: 4.968e-02, eta: 1 day, 16:56:33, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4646, loss_cls: 3.6579, loss: 3.6579 2020-07-02 16:59:01,152 - mmaction - INFO - Epoch [29][300/627] lr: 4.973e-02, eta: 1 day, 16:55:39, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4646, loss_cls: 3.6250, loss: 3.6250 2020-07-02 16:59:18,848 - mmaction - INFO - Epoch [29][320/627] lr: 4.978e-02, eta: 1 day, 16:54:45, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4333, loss_cls: 3.7505, loss: 3.7505 2020-07-02 16:59:36,596 - mmaction - INFO - Epoch [29][340/627] lr: 4.983e-02, eta: 1 day, 16:53:52, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4667, loss_cls: 3.7166, loss: 3.7166 2020-07-02 16:59:54,310 - mmaction - INFO - Epoch [29][360/627] lr: 4.988e-02, eta: 1 day, 16:52:59, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4333, loss_cls: 3.7399, loss: 3.7399 2020-07-02 17:00:22,524 - mmaction - INFO - Epoch [29][380/627] lr: 4.993e-02, eta: 1 day, 16:53:59, time: 1.393, data_time: 0.004, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4396, loss_cls: 3.7941, loss: 3.7941 2020-07-02 17:00:40,196 - mmaction - INFO - Epoch [29][400/627] lr: 4.998e-02, eta: 1 day, 16:53:09, time: 0.901, data_time: 0.022, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4479, loss_cls: 3.7226, loss: 3.7226 2020-07-02 17:00:58,203 - mmaction - INFO - Epoch [29][420/627] lr: 5.003e-02, eta: 1 day, 16:52:19, time: 0.899, data_time: 0.017, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4562, loss_cls: 3.7004, loss: 3.7004 2020-07-02 17:01:15,910 - mmaction - INFO - Epoch [29][440/627] lr: 5.007e-02, eta: 1 day, 16:51:26, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4542, loss_cls: 3.6978, loss: 3.6978 2020-07-02 17:01:33,602 - mmaction - INFO - Epoch [29][460/627] lr: 5.012e-02, eta: 1 day, 16:50:33, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4604, loss_cls: 3.6727, loss: 3.6727 2020-07-02 17:01:51,363 - mmaction - INFO - Epoch [29][480/627] lr: 5.017e-02, eta: 1 day, 16:49:41, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4292, loss_cls: 3.6777, loss: 3.6777 2020-07-02 17:02:09,073 - mmaction - INFO - Epoch [29][500/627] lr: 5.022e-02, eta: 1 day, 16:48:48, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4375, loss_cls: 3.8207, loss: 3.8207 2020-07-02 17:02:26,806 - mmaction - INFO - Epoch [29][520/627] lr: 5.027e-02, eta: 1 day, 16:47:56, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4917, loss_cls: 3.6162, loss: 3.6162 2020-07-02 17:02:44,543 - mmaction - INFO - Epoch [29][540/627] lr: 5.032e-02, eta: 1 day, 16:47:04, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4792, loss_cls: 3.5959, loss: 3.5959 2020-07-02 17:03:02,317 - mmaction - INFO - Epoch [29][560/627] lr: 5.037e-02, eta: 1 day, 16:46:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4500, loss_cls: 3.6938, loss: 3.6938 2020-07-02 17:03:20,045 - mmaction - INFO - Epoch [29][580/627] lr: 5.042e-02, eta: 1 day, 16:45:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4667, loss_cls: 3.6385, loss: 3.6385 2020-07-02 17:03:37,757 - mmaction - INFO - Epoch [29][600/627] lr: 5.047e-02, eta: 1 day, 16:44:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4458, loss_cls: 3.6716, loss: 3.6716 2020-07-02 17:03:55,495 - mmaction - INFO - Epoch [29][620/627] lr: 5.052e-02, eta: 1 day, 16:43:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4563, loss_cls: 3.6253, loss: 3.6253 2020-07-02 17:06:08,700 - mmaction - INFO - Epoch [30][20/627] lr: 5.047e-02, eta: 1 day, 16:59:32, time: 5.946, data_time: 5.050, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4167, loss_cls: 3.8819, loss: 3.8819 2020-07-02 17:06:26,286 - mmaction - INFO - Epoch [30][40/627] lr: 5.052e-02, eta: 1 day, 16:58:38, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4271, loss_cls: 3.7854, loss: 3.7854 2020-07-02 17:06:43,837 - mmaction - INFO - Epoch [30][60/627] lr: 5.057e-02, eta: 1 day, 16:57:43, time: 0.878, data_time: 0.001, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4625, loss_cls: 3.6117, loss: 3.6117 2020-07-02 17:07:01,509 - mmaction - INFO - Epoch [30][80/627] lr: 5.062e-02, eta: 1 day, 16:56:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4563, loss_cls: 3.7227, loss: 3.7227 2020-07-02 17:07:19,179 - mmaction - INFO - Epoch [30][100/627] lr: 5.067e-02, eta: 1 day, 16:55:56, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4396, loss_cls: 3.8226, loss: 3.8226 2020-07-02 17:07:36,845 - mmaction - INFO - Epoch [30][120/627] lr: 5.072e-02, eta: 1 day, 16:55:02, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4646, loss_cls: 3.7687, loss: 3.7687 2020-07-02 17:07:54,476 - mmaction - INFO - Epoch [30][140/627] lr: 5.077e-02, eta: 1 day, 16:54:09, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5354, loss_cls: 3.3878, loss: 3.3878 2020-07-02 17:08:12,185 - mmaction - INFO - Epoch [30][160/627] lr: 5.082e-02, eta: 1 day, 16:53:16, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4625, loss_cls: 3.6069, loss: 3.6069 2020-07-02 17:08:29,903 - mmaction - INFO - Epoch [30][180/627] lr: 5.087e-02, eta: 1 day, 16:52:23, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4458, loss_cls: 3.6065, loss: 3.6065 2020-07-02 17:08:47,675 - mmaction - INFO - Epoch [30][200/627] lr: 5.092e-02, eta: 1 day, 16:51:31, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4625, loss_cls: 3.5866, loss: 3.5866 2020-07-02 17:09:05,408 - mmaction - INFO - Epoch [30][220/627] lr: 5.097e-02, eta: 1 day, 16:50:39, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4479, loss_cls: 3.8096, loss: 3.8096 2020-07-02 17:09:23,161 - mmaction - INFO - Epoch [30][240/627] lr: 5.101e-02, eta: 1 day, 16:49:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4896, loss_cls: 3.5461, loss: 3.5461 2020-07-02 17:09:40,889 - mmaction - INFO - Epoch [30][260/627] lr: 5.106e-02, eta: 1 day, 16:48:55, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4792, loss_cls: 3.6094, loss: 3.6094 2020-07-02 17:09:58,682 - mmaction - INFO - Epoch [30][280/627] lr: 5.111e-02, eta: 1 day, 16:48:04, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4500, loss_cls: 3.7468, loss: 3.7468 2020-07-02 17:10:17,302 - mmaction - INFO - Epoch [30][300/627] lr: 5.116e-02, eta: 1 day, 16:47:22, time: 0.932, data_time: 0.003, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4292, loss_cls: 3.7149, loss: 3.7149 2020-07-02 17:10:35,117 - mmaction - INFO - Epoch [30][320/627] lr: 5.121e-02, eta: 1 day, 16:46:31, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4938, loss_cls: 3.5357, loss: 3.5357 2020-07-02 17:10:52,856 - mmaction - INFO - Epoch [30][340/627] lr: 5.126e-02, eta: 1 day, 16:45:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4500, loss_cls: 3.7354, loss: 3.7354 2020-07-02 17:11:10,603 - mmaction - INFO - Epoch [30][360/627] lr: 5.131e-02, eta: 1 day, 16:44:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4292, loss_cls: 3.7590, loss: 3.7590 2020-07-02 17:11:28,299 - mmaction - INFO - Epoch [30][380/627] lr: 5.136e-02, eta: 1 day, 16:43:56, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4396, loss_cls: 3.6957, loss: 3.6957 2020-07-02 17:11:46,057 - mmaction - INFO - Epoch [30][400/627] lr: 5.141e-02, eta: 1 day, 16:43:05, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4688, loss_cls: 3.7360, loss: 3.7360 2020-07-02 17:12:03,762 - mmaction - INFO - Epoch [30][420/627] lr: 5.146e-02, eta: 1 day, 16:42:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4708, loss_cls: 3.6624, loss: 3.6624 2020-07-02 17:12:21,495 - mmaction - INFO - Epoch [30][440/627] lr: 5.150e-02, eta: 1 day, 16:41:22, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4458, loss_cls: 3.7260, loss: 3.7260 2020-07-02 17:12:39,207 - mmaction - INFO - Epoch [30][460/627] lr: 5.155e-02, eta: 1 day, 16:40:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4625, loss_cls: 3.7907, loss: 3.7907 2020-07-02 17:12:57,001 - mmaction - INFO - Epoch [30][480/627] lr: 5.160e-02, eta: 1 day, 16:39:41, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4646, loss_cls: 3.6553, loss: 3.6553 2020-07-02 17:13:14,704 - mmaction - INFO - Epoch [30][500/627] lr: 5.165e-02, eta: 1 day, 16:38:50, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4208, loss_cls: 3.7066, loss: 3.7066 2020-07-02 17:13:32,446 - mmaction - INFO - Epoch [30][520/627] lr: 5.170e-02, eta: 1 day, 16:37:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4562, loss_cls: 3.6851, loss: 3.6851 2020-07-02 17:13:50,194 - mmaction - INFO - Epoch [30][540/627] lr: 5.175e-02, eta: 1 day, 16:37:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4625, loss_cls: 3.6487, loss: 3.6487 2020-07-02 17:14:07,936 - mmaction - INFO - Epoch [30][560/627] lr: 5.180e-02, eta: 1 day, 16:36:19, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4208, loss_cls: 3.7853, loss: 3.7853 2020-07-02 17:14:25,675 - mmaction - INFO - Epoch [30][580/627] lr: 5.185e-02, eta: 1 day, 16:35:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4833, loss_cls: 3.6260, loss: 3.6260 2020-07-02 17:14:43,427 - mmaction - INFO - Epoch [30][600/627] lr: 5.190e-02, eta: 1 day, 16:34:38, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4229, loss_cls: 3.8154, loss: 3.8154 2020-07-02 17:15:01,177 - mmaction - INFO - Epoch [30][620/627] lr: 5.195e-02, eta: 1 day, 16:33:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4625, loss_cls: 3.5459, loss: 3.5459 2020-07-02 17:16:47,339 - mmaction - INFO - Epoch [31][20/627] lr: 5.190e-02, eta: 1 day, 16:45:33, time: 4.966, data_time: 4.057, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4583, loss_cls: 3.7105, loss: 3.7105 2020-07-02 17:17:04,974 - mmaction - INFO - Epoch [31][40/627] lr: 5.195e-02, eta: 1 day, 16:44:41, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4646, loss_cls: 3.5764, loss: 3.5764 2020-07-02 17:17:22,551 - mmaction - INFO - Epoch [31][60/627] lr: 5.199e-02, eta: 1 day, 16:43:48, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4583, loss_cls: 3.7034, loss: 3.7034 2020-07-02 17:17:40,221 - mmaction - INFO - Epoch [31][80/627] lr: 5.204e-02, eta: 1 day, 16:42:57, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4646, loss_cls: 3.6036, loss: 3.6036 2020-07-02 17:17:58,056 - mmaction - INFO - Epoch [31][100/627] lr: 5.209e-02, eta: 1 day, 16:42:07, time: 0.893, data_time: 0.012, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4750, loss_cls: 3.6083, loss: 3.6083 2020-07-02 17:18:15,950 - mmaction - INFO - Epoch [31][120/627] lr: 5.214e-02, eta: 1 day, 16:41:17, time: 0.894, data_time: 0.013, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4938, loss_cls: 3.4865, loss: 3.4865 2020-07-02 17:18:33,637 - mmaction - INFO - Epoch [31][140/627] lr: 5.219e-02, eta: 1 day, 16:40:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4500, loss_cls: 3.6978, loss: 3.6978 2020-07-02 17:18:51,345 - mmaction - INFO - Epoch [31][160/627] lr: 5.224e-02, eta: 1 day, 16:39:35, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4313, loss_cls: 3.6705, loss: 3.6705 2020-07-02 17:19:09,020 - mmaction - INFO - Epoch [31][180/627] lr: 5.229e-02, eta: 1 day, 16:38:44, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4500, loss_cls: 3.6776, loss: 3.6776 2020-07-02 17:19:26,785 - mmaction - INFO - Epoch [31][200/627] lr: 5.234e-02, eta: 1 day, 16:37:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4229, loss_cls: 3.7946, loss: 3.7946 2020-07-02 17:19:44,493 - mmaction - INFO - Epoch [31][220/627] lr: 5.239e-02, eta: 1 day, 16:37:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4375, loss_cls: 3.7131, loss: 3.7131 2020-07-02 17:20:02,210 - mmaction - INFO - Epoch [31][240/627] lr: 5.243e-02, eta: 1 day, 16:36:13, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4479, loss_cls: 3.6161, loss: 3.6161 2020-07-02 17:20:20,392 - mmaction - INFO - Epoch [31][260/627] lr: 5.248e-02, eta: 1 day, 16:35:27, time: 0.910, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4750, loss_cls: 3.6774, loss: 3.6774 2020-07-02 17:20:38,096 - mmaction - INFO - Epoch [31][280/627] lr: 5.253e-02, eta: 1 day, 16:34:37, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4833, loss_cls: 3.6825, loss: 3.6825 2020-07-02 17:20:55,823 - mmaction - INFO - Epoch [31][300/627] lr: 5.258e-02, eta: 1 day, 16:33:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2313, top5_acc: 0.4396, loss_cls: 3.7662, loss: 3.7662 2020-07-02 17:21:13,570 - mmaction - INFO - Epoch [31][320/627] lr: 5.263e-02, eta: 1 day, 16:32:57, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4479, loss_cls: 3.7608, loss: 3.7608 2020-07-02 17:21:31,280 - mmaction - INFO - Epoch [31][340/627] lr: 5.268e-02, eta: 1 day, 16:32:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4438, loss_cls: 3.7112, loss: 3.7112 2020-07-02 17:21:49,010 - mmaction - INFO - Epoch [31][360/627] lr: 5.273e-02, eta: 1 day, 16:31:17, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4958, loss_cls: 3.5540, loss: 3.5540 2020-07-02 17:22:06,747 - mmaction - INFO - Epoch [31][380/627] lr: 5.278e-02, eta: 1 day, 16:30:28, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4771, loss_cls: 3.6360, loss: 3.6360 2020-07-02 17:22:24,483 - mmaction - INFO - Epoch [31][400/627] lr: 5.283e-02, eta: 1 day, 16:29:38, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.5771, loss: 3.5771 2020-07-02 17:22:42,279 - mmaction - INFO - Epoch [31][420/627] lr: 5.288e-02, eta: 1 day, 16:28:49, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4250, loss_cls: 3.8292, loss: 3.8292 2020-07-02 17:22:59,977 - mmaction - INFO - Epoch [31][440/627] lr: 5.292e-02, eta: 1 day, 16:28:00, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4292, loss_cls: 3.7424, loss: 3.7424 2020-07-02 17:23:17,685 - mmaction - INFO - Epoch [31][460/627] lr: 5.297e-02, eta: 1 day, 16:27:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4687, loss_cls: 3.6647, loss: 3.6647 2020-07-02 17:23:35,417 - mmaction - INFO - Epoch [31][480/627] lr: 5.302e-02, eta: 1 day, 16:26:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4750, loss_cls: 3.5645, loss: 3.5645 2020-07-02 17:23:53,144 - mmaction - INFO - Epoch [31][500/627] lr: 5.307e-02, eta: 1 day, 16:25:32, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4563, loss_cls: 3.6933, loss: 3.6933 2020-07-02 17:24:10,868 - mmaction - INFO - Epoch [31][520/627] lr: 5.312e-02, eta: 1 day, 16:24:43, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4229, loss_cls: 3.7273, loss: 3.7273 2020-07-02 17:24:28,666 - mmaction - INFO - Epoch [31][540/627] lr: 5.317e-02, eta: 1 day, 16:23:54, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4542, loss_cls: 3.6604, loss: 3.6604 2020-07-02 17:24:46,390 - mmaction - INFO - Epoch [31][560/627] lr: 5.322e-02, eta: 1 day, 16:23:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4687, loss_cls: 3.6174, loss: 3.6174 2020-07-02 17:25:04,128 - mmaction - INFO - Epoch [31][580/627] lr: 5.327e-02, eta: 1 day, 16:22:17, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4813, loss_cls: 3.4370, loss: 3.4370 2020-07-02 17:25:21,830 - mmaction - INFO - Epoch [31][600/627] lr: 5.332e-02, eta: 1 day, 16:21:28, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5083, loss_cls: 3.4727, loss: 3.4727 2020-07-02 17:25:39,572 - mmaction - INFO - Epoch [31][620/627] lr: 5.337e-02, eta: 1 day, 16:20:39, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5146, loss_cls: 3.4938, loss: 3.4938 2020-07-02 17:27:29,482 - mmaction - INFO - Epoch [32][20/627] lr: 5.331e-02, eta: 1 day, 16:32:23, time: 5.135, data_time: 4.224, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4708, loss_cls: 3.7256, loss: 3.7256 2020-07-02 17:27:47,105 - mmaction - INFO - Epoch [32][40/627] lr: 5.336e-02, eta: 1 day, 16:31:33, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4938, loss_cls: 3.5203, loss: 3.5203 2020-07-02 17:28:04,765 - mmaction - INFO - Epoch [32][60/627] lr: 5.340e-02, eta: 1 day, 16:30:42, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4854, loss_cls: 3.6187, loss: 3.6187 2020-07-02 17:28:22,457 - mmaction - INFO - Epoch [32][80/627] lr: 5.345e-02, eta: 1 day, 16:29:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4333, loss_cls: 3.7503, loss: 3.7503 2020-07-02 17:28:40,077 - mmaction - INFO - Epoch [32][100/627] lr: 5.350e-02, eta: 1 day, 16:29:02, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5063, loss_cls: 3.4761, loss: 3.4761 2020-07-02 17:28:57,783 - mmaction - INFO - Epoch [32][120/627] lr: 5.355e-02, eta: 1 day, 16:28:12, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4604, loss_cls: 3.7309, loss: 3.7309 2020-07-02 17:29:15,472 - mmaction - INFO - Epoch [32][140/627] lr: 5.360e-02, eta: 1 day, 16:27:23, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5042, loss_cls: 3.4840, loss: 3.4840 2020-07-02 17:29:33,149 - mmaction - INFO - Epoch [32][160/627] lr: 5.365e-02, eta: 1 day, 16:26:34, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4313, loss_cls: 3.7205, loss: 3.7205 2020-07-02 17:29:50,849 - mmaction - INFO - Epoch [32][180/627] lr: 5.370e-02, eta: 1 day, 16:25:44, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4500, loss_cls: 3.7499, loss: 3.7499 2020-07-02 17:30:09,221 - mmaction - INFO - Epoch [32][200/627] lr: 5.375e-02, eta: 1 day, 16:25:01, time: 0.918, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4500, loss_cls: 3.6561, loss: 3.6561 2020-07-02 17:30:26,914 - mmaction - INFO - Epoch [32][220/627] lr: 5.380e-02, eta: 1 day, 16:24:12, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4854, loss_cls: 3.5914, loss: 3.5914 2020-07-02 17:30:44,601 - mmaction - INFO - Epoch [32][240/627] lr: 5.384e-02, eta: 1 day, 16:23:23, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4229, loss_cls: 3.8106, loss: 3.8106 2020-07-02 17:31:02,364 - mmaction - INFO - Epoch [32][260/627] lr: 5.389e-02, eta: 1 day, 16:22:35, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4896, loss_cls: 3.5954, loss: 3.5954 2020-07-02 17:31:20,038 - mmaction - INFO - Epoch [32][280/627] lr: 5.394e-02, eta: 1 day, 16:21:46, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4437, loss_cls: 3.8752, loss: 3.8752 2020-07-02 17:31:37,806 - mmaction - INFO - Epoch [32][300/627] lr: 5.399e-02, eta: 1 day, 16:20:58, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4250, loss_cls: 3.7809, loss: 3.7809 2020-07-02 17:31:55,564 - mmaction - INFO - Epoch [32][320/627] lr: 5.404e-02, eta: 1 day, 16:20:10, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4333, loss_cls: 3.7009, loss: 3.7009 2020-07-02 17:32:13,329 - mmaction - INFO - Epoch [32][340/627] lr: 5.409e-02, eta: 1 day, 16:19:22, time: 0.888, data_time: 0.005, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4833, loss_cls: 3.6356, loss: 3.6356 2020-07-02 17:32:31,086 - mmaction - INFO - Epoch [32][360/627] lr: 5.414e-02, eta: 1 day, 16:18:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2083, top5_acc: 0.4271, loss_cls: 3.7814, loss: 3.7814 2020-07-02 17:32:48,834 - mmaction - INFO - Epoch [32][380/627] lr: 5.419e-02, eta: 1 day, 16:17:46, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4917, loss_cls: 3.5846, loss: 3.5846 2020-07-02 17:33:06,604 - mmaction - INFO - Epoch [32][400/627] lr: 5.424e-02, eta: 1 day, 16:16:58, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4625, loss_cls: 3.6483, loss: 3.6483 2020-07-02 17:33:24,336 - mmaction - INFO - Epoch [32][420/627] lr: 5.428e-02, eta: 1 day, 16:16:10, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4750, loss_cls: 3.5590, loss: 3.5590 2020-07-02 17:33:42,103 - mmaction - INFO - Epoch [32][440/627] lr: 5.433e-02, eta: 1 day, 16:15:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4208, loss_cls: 3.7692, loss: 3.7692 2020-07-02 17:33:59,902 - mmaction - INFO - Epoch [32][460/627] lr: 5.438e-02, eta: 1 day, 16:14:35, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4500, loss_cls: 3.6148, loss: 3.6148 2020-07-02 17:34:17,668 - mmaction - INFO - Epoch [32][480/627] lr: 5.443e-02, eta: 1 day, 16:13:48, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.2062, top5_acc: 0.4333, loss_cls: 3.8525, loss: 3.8525 2020-07-02 17:34:35,424 - mmaction - INFO - Epoch [32][500/627] lr: 5.448e-02, eta: 1 day, 16:13:00, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4583, loss_cls: 3.6377, loss: 3.6377 2020-07-02 17:34:53,182 - mmaction - INFO - Epoch [32][520/627] lr: 5.453e-02, eta: 1 day, 16:12:13, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4583, loss_cls: 3.6481, loss: 3.6481 2020-07-02 17:35:10,945 - mmaction - INFO - Epoch [32][540/627] lr: 5.458e-02, eta: 1 day, 16:11:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4521, loss_cls: 3.6538, loss: 3.6538 2020-07-02 17:35:28,695 - mmaction - INFO - Epoch [32][560/627] lr: 5.463e-02, eta: 1 day, 16:10:39, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4771, loss_cls: 3.6221, loss: 3.6221 2020-07-02 17:35:46,513 - mmaction - INFO - Epoch [32][580/627] lr: 5.468e-02, eta: 1 day, 16:09:52, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4542, loss_cls: 3.6954, loss: 3.6954 2020-07-02 17:36:04,254 - mmaction - INFO - Epoch [32][600/627] lr: 5.472e-02, eta: 1 day, 16:09:05, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4583, loss_cls: 3.6170, loss: 3.6170 2020-07-02 17:36:21,956 - mmaction - INFO - Epoch [32][620/627] lr: 5.477e-02, eta: 1 day, 16:08:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4750, loss_cls: 3.6537, loss: 3.6537 2020-07-02 17:36:30,247 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-02 17:38:23,619 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 17:38:24,547 - mmaction - INFO - top1_acc 0.2835 top5_acc 0.5242 2020-07-02 17:38:24,547 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 17:38:24,604 - mmaction - INFO - mean_acc 0.2834 2020-07-02 17:38:24,611 - mmaction - INFO - Epoch [32][627/627] lr: 5.479e-02, top1_acc: 0.2835, top5_acc: 0.5242, mean_class_accuracy: 0.2834 2020-07-02 17:40:16,557 - mmaction - INFO - Epoch [33][20/627] lr: 5.471e-02, eta: 1 day, 16:20:54, time: 5.596, data_time: 4.656, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4917, loss_cls: 3.4980, loss: 3.4980 2020-07-02 17:40:34,126 - mmaction - INFO - Epoch [33][40/627] lr: 5.476e-02, eta: 1 day, 16:20:04, time: 0.878, data_time: 0.003, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4708, loss_cls: 3.6020, loss: 3.6020 2020-07-02 17:40:51,961 - mmaction - INFO - Epoch [33][60/627] lr: 5.480e-02, eta: 1 day, 16:19:17, time: 0.892, data_time: 0.016, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4500, loss_cls: 3.7301, loss: 3.7301 2020-07-02 17:41:09,643 - mmaction - INFO - Epoch [33][80/627] lr: 5.485e-02, eta: 1 day, 16:18:28, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4417, loss_cls: 3.7354, loss: 3.7354 2020-07-02 17:41:27,311 - mmaction - INFO - Epoch [33][100/627] lr: 5.490e-02, eta: 1 day, 16:17:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4563, loss_cls: 3.7383, loss: 3.7383 2020-07-02 17:41:45,014 - mmaction - INFO - Epoch [33][120/627] lr: 5.495e-02, eta: 1 day, 16:16:52, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4646, loss_cls: 3.6644, loss: 3.6644 2020-07-02 17:42:02,707 - mmaction - INFO - Epoch [33][140/627] lr: 5.500e-02, eta: 1 day, 16:16:04, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4438, loss_cls: 3.6577, loss: 3.6577 2020-07-02 17:42:20,416 - mmaction - INFO - Epoch [33][160/627] lr: 5.505e-02, eta: 1 day, 16:15:16, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4625, loss_cls: 3.6777, loss: 3.6777 2020-07-02 17:42:38,128 - mmaction - INFO - Epoch [33][180/627] lr: 5.510e-02, eta: 1 day, 16:14:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4417, loss_cls: 3.7138, loss: 3.7138 2020-07-02 17:42:55,865 - mmaction - INFO - Epoch [33][200/627] lr: 5.515e-02, eta: 1 day, 16:13:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4354, loss_cls: 3.7009, loss: 3.7009 2020-07-02 17:43:13,598 - mmaction - INFO - Epoch [33][220/627] lr: 5.519e-02, eta: 1 day, 16:12:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4562, loss_cls: 3.7146, loss: 3.7146 2020-07-02 17:43:31,320 - mmaction - INFO - Epoch [33][240/627] lr: 5.524e-02, eta: 1 day, 16:12:05, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4229, loss_cls: 3.8352, loss: 3.8352 2020-07-02 17:43:48,995 - mmaction - INFO - Epoch [33][260/627] lr: 5.529e-02, eta: 1 day, 16:11:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4646, loss_cls: 3.6534, loss: 3.6534 2020-07-02 17:44:06,729 - mmaction - INFO - Epoch [33][280/627] lr: 5.534e-02, eta: 1 day, 16:10:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4708, loss_cls: 3.6158, loss: 3.6158 2020-07-02 17:44:24,439 - mmaction - INFO - Epoch [33][300/627] lr: 5.539e-02, eta: 1 day, 16:09:43, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4313, loss_cls: 3.7761, loss: 3.7761 2020-07-02 17:44:42,144 - mmaction - INFO - Epoch [33][320/627] lr: 5.544e-02, eta: 1 day, 16:08:56, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4583, loss_cls: 3.6492, loss: 3.6492 2020-07-02 17:44:59,866 - mmaction - INFO - Epoch [33][340/627] lr: 5.549e-02, eta: 1 day, 16:08:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4792, loss_cls: 3.5481, loss: 3.5481 2020-07-02 17:45:17,582 - mmaction - INFO - Epoch [33][360/627] lr: 5.554e-02, eta: 1 day, 16:07:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4771, loss_cls: 3.6838, loss: 3.6838 2020-07-02 17:45:35,336 - mmaction - INFO - Epoch [33][380/627] lr: 5.558e-02, eta: 1 day, 16:06:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4625, loss_cls: 3.7176, loss: 3.7176 2020-07-02 17:45:53,086 - mmaction - INFO - Epoch [33][400/627] lr: 5.563e-02, eta: 1 day, 16:05:48, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4771, loss_cls: 3.4812, loss: 3.4812 2020-07-02 17:46:10,894 - mmaction - INFO - Epoch [33][420/627] lr: 5.568e-02, eta: 1 day, 16:05:02, time: 0.892, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4688, loss_cls: 3.6655, loss: 3.6655 2020-07-02 17:46:28,605 - mmaction - INFO - Epoch [33][440/627] lr: 5.573e-02, eta: 1 day, 16:04:15, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4521, loss_cls: 3.7476, loss: 3.7476 2020-07-02 17:46:46,286 - mmaction - INFO - Epoch [33][460/627] lr: 5.578e-02, eta: 1 day, 16:03:28, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2563, top5_acc: 0.4438, loss_cls: 3.7352, loss: 3.7352 2020-07-02 17:47:03,991 - mmaction - INFO - Epoch [33][480/627] lr: 5.583e-02, eta: 1 day, 16:02:42, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.5042, loss_cls: 3.5532, loss: 3.5532 2020-07-02 17:47:21,699 - mmaction - INFO - Epoch [33][500/627] lr: 5.588e-02, eta: 1 day, 16:01:55, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4813, loss_cls: 3.5784, loss: 3.5784 2020-07-02 17:47:39,423 - mmaction - INFO - Epoch [33][520/627] lr: 5.593e-02, eta: 1 day, 16:01:08, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4396, loss_cls: 3.7134, loss: 3.7134 2020-07-02 17:47:57,097 - mmaction - INFO - Epoch [33][540/627] lr: 5.597e-02, eta: 1 day, 16:00:22, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4458, loss_cls: 3.7527, loss: 3.7527 2020-07-02 17:48:14,835 - mmaction - INFO - Epoch [33][560/627] lr: 5.602e-02, eta: 1 day, 15:59:36, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4625, loss_cls: 3.6607, loss: 3.6607 2020-07-02 17:48:32,593 - mmaction - INFO - Epoch [33][580/627] lr: 5.607e-02, eta: 1 day, 15:58:50, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4458, loss_cls: 3.7985, loss: 3.7985 2020-07-02 17:48:50,280 - mmaction - INFO - Epoch [33][600/627] lr: 5.612e-02, eta: 1 day, 15:58:03, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2104, top5_acc: 0.4146, loss_cls: 3.8628, loss: 3.8628 2020-07-02 17:49:07,992 - mmaction - INFO - Epoch [33][620/627] lr: 5.617e-02, eta: 1 day, 15:57:17, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4896, loss_cls: 3.5291, loss: 3.5291 2020-07-02 17:51:08,967 - mmaction - INFO - Epoch [34][20/627] lr: 5.610e-02, eta: 1 day, 16:09:23, time: 5.617, data_time: 4.597, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4563, loss_cls: 3.6253, loss: 3.6253 2020-07-02 17:51:26,576 - mmaction - INFO - Epoch [34][40/627] lr: 5.614e-02, eta: 1 day, 16:08:35, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.4052, loss: 3.4052 2020-07-02 17:51:44,240 - mmaction - INFO - Epoch [34][60/627] lr: 5.619e-02, eta: 1 day, 16:07:47, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4833, loss_cls: 3.6449, loss: 3.6449 2020-07-02 17:52:01,854 - mmaction - INFO - Epoch [34][80/627] lr: 5.624e-02, eta: 1 day, 16:06:59, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4500, loss_cls: 3.7420, loss: 3.7420 2020-07-02 17:52:19,543 - mmaction - INFO - Epoch [34][100/627] lr: 5.629e-02, eta: 1 day, 16:06:12, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4771, loss_cls: 3.5764, loss: 3.5764 2020-07-02 17:52:37,253 - mmaction - INFO - Epoch [34][120/627] lr: 5.634e-02, eta: 1 day, 16:05:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4750, loss_cls: 3.5491, loss: 3.5491 2020-07-02 17:52:55,009 - mmaction - INFO - Epoch [34][140/627] lr: 5.639e-02, eta: 1 day, 16:04:39, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4458, loss_cls: 3.7129, loss: 3.7129 2020-07-02 17:53:12,694 - mmaction - INFO - Epoch [34][160/627] lr: 5.644e-02, eta: 1 day, 16:03:52, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4250, loss_cls: 3.7579, loss: 3.7579 2020-07-02 17:53:30,457 - mmaction - INFO - Epoch [34][180/627] lr: 5.648e-02, eta: 1 day, 16:03:06, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4583, loss_cls: 3.7296, loss: 3.7296 2020-07-02 17:53:48,201 - mmaction - INFO - Epoch [34][200/627] lr: 5.653e-02, eta: 1 day, 16:02:20, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.5133, loss: 3.5133 2020-07-02 17:54:05,927 - mmaction - INFO - Epoch [34][220/627] lr: 5.658e-02, eta: 1 day, 16:01:33, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4667, loss_cls: 3.6601, loss: 3.6601 2020-07-02 17:54:23,681 - mmaction - INFO - Epoch [34][240/627] lr: 5.663e-02, eta: 1 day, 16:00:48, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4125, loss_cls: 3.8356, loss: 3.8356 2020-07-02 17:54:41,425 - mmaction - INFO - Epoch [34][260/627] lr: 5.668e-02, eta: 1 day, 16:00:02, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4708, loss_cls: 3.5394, loss: 3.5394 2020-07-02 17:54:59,195 - mmaction - INFO - Epoch [34][280/627] lr: 5.673e-02, eta: 1 day, 15:59:16, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4875, loss_cls: 3.5893, loss: 3.5893 2020-07-02 17:55:19,684 - mmaction - INFO - Epoch [34][300/627] lr: 5.678e-02, eta: 1 day, 15:58:54, time: 1.023, data_time: 0.003, memory: 8451, top1_acc: 0.2042, top5_acc: 0.4250, loss_cls: 3.8066, loss: 3.8066 2020-07-02 17:55:37,401 - mmaction - INFO - Epoch [34][320/627] lr: 5.682e-02, eta: 1 day, 15:58:08, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4646, loss_cls: 3.6850, loss: 3.6850 2020-07-02 17:55:55,148 - mmaction - INFO - Epoch [34][340/627] lr: 5.687e-02, eta: 1 day, 15:57:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4292, loss_cls: 3.7609, loss: 3.7609 2020-07-02 17:56:12,854 - mmaction - INFO - Epoch [34][360/627] lr: 5.692e-02, eta: 1 day, 15:56:36, time: 0.888, data_time: 0.004, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4458, loss_cls: 3.7719, loss: 3.7719 2020-07-02 17:56:30,579 - mmaction - INFO - Epoch [34][380/627] lr: 5.697e-02, eta: 1 day, 15:55:50, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4688, loss_cls: 3.6970, loss: 3.6970 2020-07-02 17:56:48,271 - mmaction - INFO - Epoch [34][400/627] lr: 5.702e-02, eta: 1 day, 15:55:05, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4500, loss_cls: 3.7378, loss: 3.7378 2020-07-02 17:57:06,009 - mmaction - INFO - Epoch [34][420/627] lr: 5.707e-02, eta: 1 day, 15:54:19, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4708, loss_cls: 3.5904, loss: 3.5904 2020-07-02 17:57:23,698 - mmaction - INFO - Epoch [34][440/627] lr: 5.712e-02, eta: 1 day, 15:53:33, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4812, loss_cls: 3.5722, loss: 3.5722 2020-07-02 17:57:41,423 - mmaction - INFO - Epoch [34][460/627] lr: 5.717e-02, eta: 1 day, 15:52:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4417, loss_cls: 3.7139, loss: 3.7139 2020-07-02 17:57:59,131 - mmaction - INFO - Epoch [34][480/627] lr: 5.721e-02, eta: 1 day, 15:52:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4646, loss_cls: 3.5516, loss: 3.5516 2020-07-02 17:58:16,793 - mmaction - INFO - Epoch [34][500/627] lr: 5.726e-02, eta: 1 day, 15:51:16, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4375, loss_cls: 3.7559, loss: 3.7559 2020-07-02 17:58:34,534 - mmaction - INFO - Epoch [34][520/627] lr: 5.731e-02, eta: 1 day, 15:50:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4604, loss_cls: 3.6545, loss: 3.6545 2020-07-02 17:58:52,252 - mmaction - INFO - Epoch [34][540/627] lr: 5.736e-02, eta: 1 day, 15:49:45, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4625, loss_cls: 3.6331, loss: 3.6331 2020-07-02 17:59:10,050 - mmaction - INFO - Epoch [34][560/627] lr: 5.741e-02, eta: 1 day, 15:49:01, time: 0.891, data_time: 0.006, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4854, loss_cls: 3.6124, loss: 3.6124 2020-07-02 17:59:28,158 - mmaction - INFO - Epoch [34][580/627] lr: 5.746e-02, eta: 1 day, 15:48:19, time: 0.905, data_time: 0.022, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4375, loss_cls: 3.7465, loss: 3.7465 2020-07-02 17:59:46,128 - mmaction - INFO - Epoch [34][600/627] lr: 5.751e-02, eta: 1 day, 15:47:36, time: 0.899, data_time: 0.015, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4792, loss_cls: 3.6220, loss: 3.6220 2020-07-02 18:00:10,165 - mmaction - INFO - Epoch [34][620/627] lr: 5.755e-02, eta: 1 day, 15:47:44, time: 1.196, data_time: 0.012, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4646, loss_cls: 3.5732, loss: 3.5732 2020-07-02 18:02:36,604 - mmaction - INFO - Epoch [35][20/627] lr: 5.743e-02, eta: 1 day, 16:01:47, time: 6.495, data_time: 5.583, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4229, loss_cls: 3.8291, loss: 3.8291 2020-07-02 18:02:54,219 - mmaction - INFO - Epoch [35][40/627] lr: 5.743e-02, eta: 1 day, 16:01:00, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4625, loss_cls: 3.7442, loss: 3.7442 2020-07-02 18:03:11,809 - mmaction - INFO - Epoch [35][60/627] lr: 5.743e-02, eta: 1 day, 16:00:13, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4708, loss_cls: 3.7153, loss: 3.7153 2020-07-02 18:03:29,555 - mmaction - INFO - Epoch [35][80/627] lr: 5.743e-02, eta: 1 day, 15:59:27, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4375, loss_cls: 3.7245, loss: 3.7245 2020-07-02 18:03:47,232 - mmaction - INFO - Epoch [35][100/627] lr: 5.743e-02, eta: 1 day, 15:58:41, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4396, loss_cls: 3.6981, loss: 3.6981 2020-07-02 18:04:04,969 - mmaction - INFO - Epoch [35][120/627] lr: 5.743e-02, eta: 1 day, 15:57:55, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4625, loss_cls: 3.7056, loss: 3.7056 2020-07-02 18:04:22,648 - mmaction - INFO - Epoch [35][140/627] lr: 5.743e-02, eta: 1 day, 15:57:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4958, loss_cls: 3.5616, loss: 3.5616 2020-07-02 18:04:40,321 - mmaction - INFO - Epoch [35][160/627] lr: 5.743e-02, eta: 1 day, 15:56:23, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4604, loss_cls: 3.6675, loss: 3.6675 2020-07-02 18:04:58,037 - mmaction - INFO - Epoch [35][180/627] lr: 5.743e-02, eta: 1 day, 15:55:37, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4542, loss_cls: 3.7597, loss: 3.7597 2020-07-02 18:05:16,248 - mmaction - INFO - Epoch [35][200/627] lr: 5.743e-02, eta: 1 day, 15:54:55, time: 0.911, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4708, loss_cls: 3.5759, loss: 3.5759 2020-07-02 18:05:34,012 - mmaction - INFO - Epoch [35][220/627] lr: 5.743e-02, eta: 1 day, 15:54:10, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4479, loss_cls: 3.6617, loss: 3.6617 2020-07-02 18:05:51,749 - mmaction - INFO - Epoch [35][240/627] lr: 5.743e-02, eta: 1 day, 15:53:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4479, loss_cls: 3.6443, loss: 3.6443 2020-07-02 18:06:09,446 - mmaction - INFO - Epoch [35][260/627] lr: 5.743e-02, eta: 1 day, 15:52:39, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.5042, loss_cls: 3.5513, loss: 3.5513 2020-07-02 18:06:27,154 - mmaction - INFO - Epoch [35][280/627] lr: 5.743e-02, eta: 1 day, 15:51:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4979, loss_cls: 3.4618, loss: 3.4618 2020-07-02 18:06:44,851 - mmaction - INFO - Epoch [35][300/627] lr: 5.743e-02, eta: 1 day, 15:51:08, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4729, loss_cls: 3.7042, loss: 3.7042 2020-07-02 18:07:02,613 - mmaction - INFO - Epoch [35][320/627] lr: 5.743e-02, eta: 1 day, 15:50:24, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4458, loss_cls: 3.5850, loss: 3.5850 2020-07-02 18:07:20,350 - mmaction - INFO - Epoch [35][340/627] lr: 5.743e-02, eta: 1 day, 15:49:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4750, loss_cls: 3.5488, loss: 3.5488 2020-07-02 18:07:38,057 - mmaction - INFO - Epoch [35][360/627] lr: 5.743e-02, eta: 1 day, 15:48:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4625, loss_cls: 3.6291, loss: 3.6291 2020-07-02 18:07:55,777 - mmaction - INFO - Epoch [35][380/627] lr: 5.743e-02, eta: 1 day, 15:48:08, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4458, loss_cls: 3.7230, loss: 3.7230 2020-07-02 18:08:13,544 - mmaction - INFO - Epoch [35][400/627] lr: 5.743e-02, eta: 1 day, 15:47:24, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5042, loss_cls: 3.5358, loss: 3.5358 2020-07-02 18:08:31,260 - mmaction - INFO - Epoch [35][420/627] lr: 5.743e-02, eta: 1 day, 15:46:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4979, loss_cls: 3.6230, loss: 3.6230 2020-07-02 18:08:49,032 - mmaction - INFO - Epoch [35][440/627] lr: 5.743e-02, eta: 1 day, 15:45:54, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4396, loss_cls: 3.7228, loss: 3.7228 2020-07-02 18:09:06,827 - mmaction - INFO - Epoch [35][460/627] lr: 5.743e-02, eta: 1 day, 15:45:10, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4375, loss_cls: 3.7263, loss: 3.7263 2020-07-02 18:09:24,545 - mmaction - INFO - Epoch [35][480/627] lr: 5.743e-02, eta: 1 day, 15:44:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4792, loss_cls: 3.5822, loss: 3.5822 2020-07-02 18:09:42,321 - mmaction - INFO - Epoch [35][500/627] lr: 5.743e-02, eta: 1 day, 15:43:41, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4667, loss_cls: 3.5889, loss: 3.5889 2020-07-02 18:10:00,062 - mmaction - INFO - Epoch [35][520/627] lr: 5.743e-02, eta: 1 day, 15:42:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4271, loss_cls: 3.7029, loss: 3.7029 2020-07-02 18:10:17,812 - mmaction - INFO - Epoch [35][540/627] lr: 5.743e-02, eta: 1 day, 15:42:13, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4458, loss_cls: 3.6046, loss: 3.6046 2020-07-02 18:10:35,559 - mmaction - INFO - Epoch [35][560/627] lr: 5.743e-02, eta: 1 day, 15:41:29, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4687, loss_cls: 3.7276, loss: 3.7276 2020-07-02 18:10:53,290 - mmaction - INFO - Epoch [35][580/627] lr: 5.743e-02, eta: 1 day, 15:40:44, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2417, top5_acc: 0.5063, loss_cls: 3.5385, loss: 3.5385 2020-07-02 18:11:11,054 - mmaction - INFO - Epoch [35][600/627] lr: 5.743e-02, eta: 1 day, 15:40:00, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4500, loss_cls: 3.7142, loss: 3.7142 2020-07-02 18:11:28,796 - mmaction - INFO - Epoch [35][620/627] lr: 5.743e-02, eta: 1 day, 15:39:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4625, loss_cls: 3.6374, loss: 3.6374 2020-07-02 18:13:16,400 - mmaction - INFO - Epoch [36][20/627] lr: 5.728e-02, eta: 1 day, 15:48:44, time: 5.034, data_time: 4.124, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4479, loss_cls: 3.8038, loss: 3.8038 2020-07-02 18:13:34,035 - mmaction - INFO - Epoch [36][40/627] lr: 5.728e-02, eta: 1 day, 15:47:59, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4479, loss_cls: 3.6857, loss: 3.6857 2020-07-02 18:13:51,623 - mmaction - INFO - Epoch [36][60/627] lr: 5.728e-02, eta: 1 day, 15:47:13, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4250, loss_cls: 3.7961, loss: 3.7961 2020-07-02 18:14:09,290 - mmaction - INFO - Epoch [36][80/627] lr: 5.728e-02, eta: 1 day, 15:46:27, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4958, loss_cls: 3.4027, loss: 3.4027 2020-07-02 18:14:26,969 - mmaction - INFO - Epoch [36][100/627] lr: 5.728e-02, eta: 1 day, 15:45:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4542, loss_cls: 3.7182, loss: 3.7182 2020-07-02 18:14:44,670 - mmaction - INFO - Epoch [36][120/627] lr: 5.728e-02, eta: 1 day, 15:44:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2188, top5_acc: 0.4646, loss_cls: 3.6905, loss: 3.6905 2020-07-02 18:15:02,853 - mmaction - INFO - Epoch [36][140/627] lr: 5.728e-02, eta: 1 day, 15:44:17, time: 0.910, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4958, loss_cls: 3.4927, loss: 3.4927 2020-07-02 18:15:20,861 - mmaction - INFO - Epoch [36][160/627] lr: 5.728e-02, eta: 1 day, 15:43:34, time: 0.900, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4417, loss_cls: 3.7061, loss: 3.7061 2020-07-02 18:15:38,597 - mmaction - INFO - Epoch [36][180/627] lr: 5.728e-02, eta: 1 day, 15:42:50, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4479, loss_cls: 3.6834, loss: 3.6834 2020-07-02 18:15:56,278 - mmaction - INFO - Epoch [36][200/627] lr: 5.728e-02, eta: 1 day, 15:42:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4854, loss_cls: 3.5010, loss: 3.5010 2020-07-02 18:16:14,034 - mmaction - INFO - Epoch [36][220/627] lr: 5.728e-02, eta: 1 day, 15:41:21, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4958, loss_cls: 3.6621, loss: 3.6621 2020-07-02 18:16:31,727 - mmaction - INFO - Epoch [36][240/627] lr: 5.728e-02, eta: 1 day, 15:40:37, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2688, top5_acc: 0.4667, loss_cls: 3.5685, loss: 3.5685 2020-07-02 18:16:49,424 - mmaction - INFO - Epoch [36][260/627] lr: 5.728e-02, eta: 1 day, 15:39:52, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4542, loss_cls: 3.6300, loss: 3.6300 2020-07-02 18:17:07,141 - mmaction - INFO - Epoch [36][280/627] lr: 5.728e-02, eta: 1 day, 15:39:08, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4708, loss_cls: 3.5808, loss: 3.5808 2020-07-02 18:17:24,892 - mmaction - INFO - Epoch [36][300/627] lr: 5.728e-02, eta: 1 day, 15:38:24, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4729, loss_cls: 3.5797, loss: 3.5797 2020-07-02 18:17:42,598 - mmaction - INFO - Epoch [36][320/627] lr: 5.728e-02, eta: 1 day, 15:37:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4646, loss_cls: 3.7047, loss: 3.7047 2020-07-02 18:18:00,235 - mmaction - INFO - Epoch [36][340/627] lr: 5.728e-02, eta: 1 day, 15:36:55, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4646, loss_cls: 3.6452, loss: 3.6452 2020-07-02 18:18:17,971 - mmaction - INFO - Epoch [36][360/627] lr: 5.728e-02, eta: 1 day, 15:36:11, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4375, loss_cls: 3.6939, loss: 3.6939 2020-07-02 18:18:35,711 - mmaction - INFO - Epoch [36][380/627] lr: 5.728e-02, eta: 1 day, 15:35:28, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4521, loss_cls: 3.6432, loss: 3.6432 2020-07-02 18:18:53,419 - mmaction - INFO - Epoch [36][400/627] lr: 5.728e-02, eta: 1 day, 15:34:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4688, loss_cls: 3.6761, loss: 3.6761 2020-07-02 18:19:11,143 - mmaction - INFO - Epoch [36][420/627] lr: 5.728e-02, eta: 1 day, 15:34:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4729, loss_cls: 3.6145, loss: 3.6145 2020-07-02 18:19:28,901 - mmaction - INFO - Epoch [36][440/627] lr: 5.728e-02, eta: 1 day, 15:33:17, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4771, loss_cls: 3.6101, loss: 3.6101 2020-07-02 18:19:46,657 - mmaction - INFO - Epoch [36][460/627] lr: 5.728e-02, eta: 1 day, 15:32:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4229, loss_cls: 3.7849, loss: 3.7849 2020-07-02 18:20:04,350 - mmaction - INFO - Epoch [36][480/627] lr: 5.728e-02, eta: 1 day, 15:31:50, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4854, loss_cls: 3.5613, loss: 3.5613 2020-07-02 18:20:22,080 - mmaction - INFO - Epoch [36][500/627] lr: 5.728e-02, eta: 1 day, 15:31:06, time: 0.886, data_time: 0.006, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4417, loss_cls: 3.6230, loss: 3.6230 2020-07-02 18:20:40,030 - mmaction - INFO - Epoch [36][520/627] lr: 5.728e-02, eta: 1 day, 15:30:24, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4208, loss_cls: 3.8174, loss: 3.8174 2020-07-02 18:20:57,717 - mmaction - INFO - Epoch [36][540/627] lr: 5.728e-02, eta: 1 day, 15:29:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4333, loss_cls: 3.7867, loss: 3.7867 2020-07-02 18:21:15,462 - mmaction - INFO - Epoch [36][560/627] lr: 5.728e-02, eta: 1 day, 15:28:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4854, loss_cls: 3.5226, loss: 3.5226 2020-07-02 18:21:33,203 - mmaction - INFO - Epoch [36][580/627] lr: 5.728e-02, eta: 1 day, 15:28:15, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5000, loss_cls: 3.4845, loss: 3.4845 2020-07-02 18:21:50,989 - mmaction - INFO - Epoch [36][600/627] lr: 5.728e-02, eta: 1 day, 15:27:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4583, loss_cls: 3.6322, loss: 3.6322 2020-07-02 18:22:08,718 - mmaction - INFO - Epoch [36][620/627] lr: 5.728e-02, eta: 1 day, 15:26:49, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4896, loss_cls: 3.6432, loss: 3.6432 2020-07-02 18:23:58,204 - mmaction - INFO - Epoch [37][20/627] lr: 5.712e-02, eta: 1 day, 15:36:02, time: 5.093, data_time: 3.940, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4438, loss_cls: 3.7361, loss: 3.7361 2020-07-02 18:24:15,778 - mmaction - INFO - Epoch [37][40/627] lr: 5.712e-02, eta: 1 day, 15:35:17, time: 0.878, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4708, loss_cls: 3.5908, loss: 3.5908 2020-07-02 18:24:33,418 - mmaction - INFO - Epoch [37][60/627] lr: 5.712e-02, eta: 1 day, 15:34:33, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2563, top5_acc: 0.4437, loss_cls: 3.6717, loss: 3.6717 2020-07-02 18:24:51,116 - mmaction - INFO - Epoch [37][80/627] lr: 5.712e-02, eta: 1 day, 15:33:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4521, loss_cls: 3.6540, loss: 3.6540 2020-07-02 18:25:10,545 - mmaction - INFO - Epoch [37][100/627] lr: 5.712e-02, eta: 1 day, 15:33:18, time: 0.967, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4708, loss_cls: 3.6186, loss: 3.6186 2020-07-02 18:25:28,230 - mmaction - INFO - Epoch [37][120/627] lr: 5.712e-02, eta: 1 day, 15:32:35, time: 0.889, data_time: 0.006, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4458, loss_cls: 3.7371, loss: 3.7371 2020-07-02 18:25:45,902 - mmaction - INFO - Epoch [37][140/627] lr: 5.712e-02, eta: 1 day, 15:31:51, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4708, loss_cls: 3.7273, loss: 3.7273 2020-07-02 18:26:03,621 - mmaction - INFO - Epoch [37][160/627] lr: 5.712e-02, eta: 1 day, 15:31:07, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4896, loss_cls: 3.5742, loss: 3.5742 2020-07-02 18:26:21,372 - mmaction - INFO - Epoch [37][180/627] lr: 5.712e-02, eta: 1 day, 15:30:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4854, loss_cls: 3.6097, loss: 3.6097 2020-07-02 18:26:39,135 - mmaction - INFO - Epoch [37][200/627] lr: 5.712e-02, eta: 1 day, 15:29:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2188, top5_acc: 0.4625, loss_cls: 3.7400, loss: 3.7400 2020-07-02 18:26:56,876 - mmaction - INFO - Epoch [37][220/627] lr: 5.712e-02, eta: 1 day, 15:28:58, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4271, loss_cls: 3.7096, loss: 3.7096 2020-07-02 18:27:14,594 - mmaction - INFO - Epoch [37][240/627] lr: 5.712e-02, eta: 1 day, 15:28:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4479, loss_cls: 3.7533, loss: 3.7533 2020-07-02 18:27:32,361 - mmaction - INFO - Epoch [37][260/627] lr: 5.712e-02, eta: 1 day, 15:27:32, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4750, loss_cls: 3.6227, loss: 3.6227 2020-07-02 18:27:50,115 - mmaction - INFO - Epoch [37][280/627] lr: 5.712e-02, eta: 1 day, 15:26:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4708, loss_cls: 3.6709, loss: 3.6709 2020-07-02 18:28:07,880 - mmaction - INFO - Epoch [37][300/627] lr: 5.712e-02, eta: 1 day, 15:26:06, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4771, loss_cls: 3.5791, loss: 3.5791 2020-07-02 18:28:25,613 - mmaction - INFO - Epoch [37][320/627] lr: 5.712e-02, eta: 1 day, 15:25:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4604, loss_cls: 3.5912, loss: 3.5912 2020-07-02 18:28:43,325 - mmaction - INFO - Epoch [37][340/627] lr: 5.712e-02, eta: 1 day, 15:24:40, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4583, loss_cls: 3.7391, loss: 3.7391 2020-07-02 18:29:01,100 - mmaction - INFO - Epoch [37][360/627] lr: 5.712e-02, eta: 1 day, 15:23:58, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4542, loss_cls: 3.6835, loss: 3.6835 2020-07-02 18:29:18,831 - mmaction - INFO - Epoch [37][380/627] lr: 5.712e-02, eta: 1 day, 15:23:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4583, loss_cls: 3.7521, loss: 3.7521 2020-07-02 18:29:36,618 - mmaction - INFO - Epoch [37][400/627] lr: 5.712e-02, eta: 1 day, 15:22:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4667, loss_cls: 3.6714, loss: 3.6714 2020-07-02 18:29:54,311 - mmaction - INFO - Epoch [37][420/627] lr: 5.712e-02, eta: 1 day, 15:21:50, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5292, loss_cls: 3.4054, loss: 3.4054 2020-07-02 18:30:12,080 - mmaction - INFO - Epoch [37][440/627] lr: 5.712e-02, eta: 1 day, 15:21:07, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4938, loss_cls: 3.5865, loss: 3.5865 2020-07-02 18:30:29,808 - mmaction - INFO - Epoch [37][460/627] lr: 5.712e-02, eta: 1 day, 15:20:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.5407, loss: 3.5407 2020-07-02 18:30:47,603 - mmaction - INFO - Epoch [37][480/627] lr: 5.712e-02, eta: 1 day, 15:19:43, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4729, loss_cls: 3.5583, loss: 3.5583 2020-07-02 18:31:05,372 - mmaction - INFO - Epoch [37][500/627] lr: 5.712e-02, eta: 1 day, 15:19:01, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5021, loss_cls: 3.4970, loss: 3.4970 2020-07-02 18:31:23,107 - mmaction - INFO - Epoch [37][520/627] lr: 5.712e-02, eta: 1 day, 15:18:18, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2000, top5_acc: 0.4229, loss_cls: 3.7980, loss: 3.7980 2020-07-02 18:31:40,883 - mmaction - INFO - Epoch [37][540/627] lr: 5.712e-02, eta: 1 day, 15:17:36, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4667, loss_cls: 3.5756, loss: 3.5756 2020-07-02 18:31:58,612 - mmaction - INFO - Epoch [37][560/627] lr: 5.712e-02, eta: 1 day, 15:16:54, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4625, loss_cls: 3.6678, loss: 3.6678 2020-07-02 18:32:16,309 - mmaction - INFO - Epoch [37][580/627] lr: 5.712e-02, eta: 1 day, 15:16:11, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4813, loss_cls: 3.5792, loss: 3.5792 2020-07-02 18:32:33,997 - mmaction - INFO - Epoch [37][600/627] lr: 5.712e-02, eta: 1 day, 15:15:29, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4813, loss_cls: 3.4639, loss: 3.4639 2020-07-02 18:32:51,782 - mmaction - INFO - Epoch [37][620/627] lr: 5.712e-02, eta: 1 day, 15:14:47, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4646, loss_cls: 3.6521, loss: 3.6521 2020-07-02 18:34:54,595 - mmaction - INFO - Epoch [38][20/627] lr: 5.696e-02, eta: 1 day, 15:25:14, time: 5.726, data_time: 4.056, memory: 8451, top1_acc: 0.2604, top5_acc: 0.5021, loss_cls: 3.5773, loss: 3.5773 2020-07-02 18:35:12,219 - mmaction - INFO - Epoch [38][40/627] lr: 5.696e-02, eta: 1 day, 15:24:30, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.5083, loss_cls: 3.5103, loss: 3.5103 2020-07-02 18:35:29,877 - mmaction - INFO - Epoch [38][60/627] lr: 5.696e-02, eta: 1 day, 15:23:47, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4958, loss_cls: 3.4636, loss: 3.4636 2020-07-02 18:35:47,599 - mmaction - INFO - Epoch [38][80/627] lr: 5.696e-02, eta: 1 day, 15:23:04, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4438, loss_cls: 3.7466, loss: 3.7466 2020-07-02 18:36:05,374 - mmaction - INFO - Epoch [38][100/627] lr: 5.696e-02, eta: 1 day, 15:22:22, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4875, loss_cls: 3.4847, loss: 3.4847 2020-07-02 18:36:23,026 - mmaction - INFO - Epoch [38][120/627] lr: 5.696e-02, eta: 1 day, 15:21:39, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4667, loss_cls: 3.6620, loss: 3.6620 2020-07-02 18:36:40,766 - mmaction - INFO - Epoch [38][140/627] lr: 5.696e-02, eta: 1 day, 15:20:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5229, loss_cls: 3.4329, loss: 3.4329 2020-07-02 18:36:58,512 - mmaction - INFO - Epoch [38][160/627] lr: 5.696e-02, eta: 1 day, 15:20:14, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4542, loss_cls: 3.7048, loss: 3.7048 2020-07-02 18:37:16,227 - mmaction - INFO - Epoch [38][180/627] lr: 5.696e-02, eta: 1 day, 15:19:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2688, top5_acc: 0.5042, loss_cls: 3.4481, loss: 3.4481 2020-07-02 18:37:34,116 - mmaction - INFO - Epoch [38][200/627] lr: 5.696e-02, eta: 1 day, 15:18:50, time: 0.895, data_time: 0.010, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4875, loss_cls: 3.6066, loss: 3.6066 2020-07-02 18:37:51,781 - mmaction - INFO - Epoch [38][220/627] lr: 5.696e-02, eta: 1 day, 15:18:07, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4625, loss_cls: 3.7070, loss: 3.7070 2020-07-02 18:38:09,530 - mmaction - INFO - Epoch [38][240/627] lr: 5.696e-02, eta: 1 day, 15:17:25, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4979, loss_cls: 3.4511, loss: 3.4511 2020-07-02 18:38:27,247 - mmaction - INFO - Epoch [38][260/627] lr: 5.696e-02, eta: 1 day, 15:16:43, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4833, loss_cls: 3.5004, loss: 3.5004 2020-07-02 18:38:45,038 - mmaction - INFO - Epoch [38][280/627] lr: 5.696e-02, eta: 1 day, 15:16:01, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4479, loss_cls: 3.7214, loss: 3.7214 2020-07-02 18:39:02,866 - mmaction - INFO - Epoch [38][300/627] lr: 5.696e-02, eta: 1 day, 15:15:19, time: 0.892, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4979, loss_cls: 3.4636, loss: 3.4636 2020-07-02 18:39:20,621 - mmaction - INFO - Epoch [38][320/627] lr: 5.696e-02, eta: 1 day, 15:14:38, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4583, loss_cls: 3.7562, loss: 3.7562 2020-07-02 18:39:38,345 - mmaction - INFO - Epoch [38][340/627] lr: 5.696e-02, eta: 1 day, 15:13:55, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4458, loss_cls: 3.7379, loss: 3.7379 2020-07-02 18:39:56,071 - mmaction - INFO - Epoch [38][360/627] lr: 5.696e-02, eta: 1 day, 15:13:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4521, loss_cls: 3.6407, loss: 3.6407 2020-07-02 18:40:13,832 - mmaction - INFO - Epoch [38][380/627] lr: 5.696e-02, eta: 1 day, 15:12:32, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4771, loss_cls: 3.6297, loss: 3.6297 2020-07-02 18:40:31,546 - mmaction - INFO - Epoch [38][400/627] lr: 5.696e-02, eta: 1 day, 15:11:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4521, loss_cls: 3.6785, loss: 3.6785 2020-07-02 18:40:49,337 - mmaction - INFO - Epoch [38][420/627] lr: 5.696e-02, eta: 1 day, 15:11:08, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5063, loss_cls: 3.5471, loss: 3.5471 2020-07-02 18:41:07,084 - mmaction - INFO - Epoch [38][440/627] lr: 5.696e-02, eta: 1 day, 15:10:27, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4375, loss_cls: 3.7148, loss: 3.7148 2020-07-02 18:41:24,807 - mmaction - INFO - Epoch [38][460/627] lr: 5.696e-02, eta: 1 day, 15:09:45, time: 0.886, data_time: 0.004, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4417, loss_cls: 3.7498, loss: 3.7498 2020-07-02 18:41:42,614 - mmaction - INFO - Epoch [38][480/627] lr: 5.696e-02, eta: 1 day, 15:09:04, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4813, loss_cls: 3.6564, loss: 3.6564 2020-07-02 18:42:00,380 - mmaction - INFO - Epoch [38][500/627] lr: 5.696e-02, eta: 1 day, 15:08:22, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4812, loss_cls: 3.5303, loss: 3.5303 2020-07-02 18:42:18,085 - mmaction - INFO - Epoch [38][520/627] lr: 5.696e-02, eta: 1 day, 15:07:41, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4292, loss_cls: 3.7615, loss: 3.7615 2020-07-02 18:42:35,862 - mmaction - INFO - Epoch [38][540/627] lr: 5.696e-02, eta: 1 day, 15:06:59, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4688, loss_cls: 3.6535, loss: 3.6535 2020-07-02 18:42:53,581 - mmaction - INFO - Epoch [38][560/627] lr: 5.696e-02, eta: 1 day, 15:06:18, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4813, loss_cls: 3.5573, loss: 3.5573 2020-07-02 18:43:11,258 - mmaction - INFO - Epoch [38][580/627] lr: 5.696e-02, eta: 1 day, 15:05:36, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4792, loss_cls: 3.6861, loss: 3.6861 2020-07-02 18:43:29,000 - mmaction - INFO - Epoch [38][600/627] lr: 5.696e-02, eta: 1 day, 15:04:55, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4521, loss_cls: 3.6728, loss: 3.6728 2020-07-02 18:43:46,705 - mmaction - INFO - Epoch [38][620/627] lr: 5.696e-02, eta: 1 day, 15:04:13, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4625, loss_cls: 3.5115, loss: 3.5115 2020-07-02 18:45:33,477 - mmaction - INFO - Epoch [39][20/627] lr: 5.680e-02, eta: 1 day, 15:12:29, time: 4.993, data_time: 4.037, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4292, loss_cls: 3.8051, loss: 3.8051 2020-07-02 18:45:51,081 - mmaction - INFO - Epoch [39][40/627] lr: 5.680e-02, eta: 1 day, 15:11:46, time: 0.879, data_time: 0.004, memory: 8451, top1_acc: 0.2187, top5_acc: 0.4333, loss_cls: 3.8162, loss: 3.8162 2020-07-02 18:46:08,737 - mmaction - INFO - Epoch [39][60/627] lr: 5.680e-02, eta: 1 day, 15:11:03, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4729, loss_cls: 3.6420, loss: 3.6420 2020-07-02 18:46:26,399 - mmaction - INFO - Epoch [39][80/627] lr: 5.680e-02, eta: 1 day, 15:10:21, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4667, loss_cls: 3.6626, loss: 3.6626 2020-07-02 18:46:44,104 - mmaction - INFO - Epoch [39][100/627] lr: 5.680e-02, eta: 1 day, 15:09:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4875, loss_cls: 3.5632, loss: 3.5632 2020-07-02 18:47:01,817 - mmaction - INFO - Epoch [39][120/627] lr: 5.680e-02, eta: 1 day, 15:08:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4458, loss_cls: 3.5756, loss: 3.5756 2020-07-02 18:47:19,517 - mmaction - INFO - Epoch [39][140/627] lr: 5.680e-02, eta: 1 day, 15:08:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4229, loss_cls: 3.7754, loss: 3.7754 2020-07-02 18:47:37,279 - mmaction - INFO - Epoch [39][160/627] lr: 5.680e-02, eta: 1 day, 15:07:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4854, loss_cls: 3.5541, loss: 3.5541 2020-07-02 18:47:55,034 - mmaction - INFO - Epoch [39][180/627] lr: 5.680e-02, eta: 1 day, 15:06:53, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.5280, loss: 3.5280 2020-07-02 18:48:12,740 - mmaction - INFO - Epoch [39][200/627] lr: 5.680e-02, eta: 1 day, 15:06:11, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5042, loss_cls: 3.5097, loss: 3.5097 2020-07-02 18:48:30,476 - mmaction - INFO - Epoch [39][220/627] lr: 5.680e-02, eta: 1 day, 15:05:30, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4792, loss_cls: 3.6035, loss: 3.6035 2020-07-02 18:48:48,166 - mmaction - INFO - Epoch [39][240/627] lr: 5.680e-02, eta: 1 day, 15:04:48, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4833, loss_cls: 3.6089, loss: 3.6089 2020-07-02 18:49:05,953 - mmaction - INFO - Epoch [39][260/627] lr: 5.680e-02, eta: 1 day, 15:04:07, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4688, loss_cls: 3.5522, loss: 3.5522 2020-07-02 18:49:23,703 - mmaction - INFO - Epoch [39][280/627] lr: 5.680e-02, eta: 1 day, 15:03:26, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5000, loss_cls: 3.4154, loss: 3.4154 2020-07-02 18:49:41,434 - mmaction - INFO - Epoch [39][300/627] lr: 5.680e-02, eta: 1 day, 15:02:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4750, loss_cls: 3.7039, loss: 3.7039 2020-07-02 18:49:59,113 - mmaction - INFO - Epoch [39][320/627] lr: 5.680e-02, eta: 1 day, 15:02:04, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4750, loss_cls: 3.5021, loss: 3.5021 2020-07-02 18:50:16,845 - mmaction - INFO - Epoch [39][340/627] lr: 5.680e-02, eta: 1 day, 15:01:22, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4625, loss_cls: 3.6705, loss: 3.6705 2020-07-02 18:50:34,583 - mmaction - INFO - Epoch [39][360/627] lr: 5.680e-02, eta: 1 day, 15:00:41, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4646, loss_cls: 3.5271, loss: 3.5271 2020-07-02 18:50:52,290 - mmaction - INFO - Epoch [39][380/627] lr: 5.680e-02, eta: 1 day, 15:00:00, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4792, loss_cls: 3.5033, loss: 3.5033 2020-07-02 18:51:09,992 - mmaction - INFO - Epoch [39][400/627] lr: 5.680e-02, eta: 1 day, 14:59:19, time: 0.886, data_time: 0.004, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4542, loss_cls: 3.6445, loss: 3.6445 2020-07-02 18:51:27,720 - mmaction - INFO - Epoch [39][420/627] lr: 5.680e-02, eta: 1 day, 14:58:38, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4333, loss_cls: 3.8642, loss: 3.8642 2020-07-02 18:51:45,446 - mmaction - INFO - Epoch [39][440/627] lr: 5.680e-02, eta: 1 day, 14:57:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4646, loss_cls: 3.5674, loss: 3.5674 2020-07-02 18:52:03,134 - mmaction - INFO - Epoch [39][460/627] lr: 5.680e-02, eta: 1 day, 14:57:16, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2938, top5_acc: 0.4792, loss_cls: 3.5324, loss: 3.5324 2020-07-02 18:52:20,897 - mmaction - INFO - Epoch [39][480/627] lr: 5.680e-02, eta: 1 day, 14:56:36, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4729, loss_cls: 3.5722, loss: 3.5722 2020-07-02 18:52:38,642 - mmaction - INFO - Epoch [39][500/627] lr: 5.680e-02, eta: 1 day, 14:55:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.5021, loss_cls: 3.4999, loss: 3.4999 2020-07-02 18:52:56,397 - mmaction - INFO - Epoch [39][520/627] lr: 5.680e-02, eta: 1 day, 14:55:14, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4583, loss_cls: 3.7176, loss: 3.7176 2020-07-02 18:53:14,139 - mmaction - INFO - Epoch [39][540/627] lr: 5.680e-02, eta: 1 day, 14:54:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4625, loss_cls: 3.5905, loss: 3.5905 2020-07-02 18:53:31,860 - mmaction - INFO - Epoch [39][560/627] lr: 5.680e-02, eta: 1 day, 14:53:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4458, loss_cls: 3.6286, loss: 3.6286 2020-07-02 18:53:49,551 - mmaction - INFO - Epoch [39][580/627] lr: 5.680e-02, eta: 1 day, 14:53:12, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4979, loss_cls: 3.4915, loss: 3.4915 2020-07-02 18:54:07,280 - mmaction - INFO - Epoch [39][600/627] lr: 5.680e-02, eta: 1 day, 14:52:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4833, loss_cls: 3.5533, loss: 3.5533 2020-07-02 18:54:25,029 - mmaction - INFO - Epoch [39][620/627] lr: 5.680e-02, eta: 1 day, 14:51:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4771, loss_cls: 3.6186, loss: 3.6186 2020-07-02 18:56:10,047 - mmaction - INFO - Epoch [40][20/627] lr: 5.663e-02, eta: 1 day, 14:59:37, time: 4.914, data_time: 4.007, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4833, loss_cls: 3.5539, loss: 3.5539 2020-07-02 18:56:27,661 - mmaction - INFO - Epoch [40][40/627] lr: 5.663e-02, eta: 1 day, 14:58:55, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4729, loss_cls: 3.6473, loss: 3.6473 2020-07-02 18:56:45,253 - mmaction - INFO - Epoch [40][60/627] lr: 5.663e-02, eta: 1 day, 14:58:13, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4771, loss_cls: 3.5233, loss: 3.5233 2020-07-02 18:57:02,962 - mmaction - INFO - Epoch [40][80/627] lr: 5.663e-02, eta: 1 day, 14:57:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4563, loss_cls: 3.6456, loss: 3.6456 2020-07-02 18:57:20,654 - mmaction - INFO - Epoch [40][100/627] lr: 5.663e-02, eta: 1 day, 14:56:51, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4875, loss_cls: 3.5301, loss: 3.5301 2020-07-02 18:57:38,335 - mmaction - INFO - Epoch [40][120/627] lr: 5.663e-02, eta: 1 day, 14:56:10, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4688, loss_cls: 3.6658, loss: 3.6658 2020-07-02 18:57:55,995 - mmaction - INFO - Epoch [40][140/627] lr: 5.663e-02, eta: 1 day, 14:55:29, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5167, loss_cls: 3.4299, loss: 3.4299 2020-07-02 18:58:13,693 - mmaction - INFO - Epoch [40][160/627] lr: 5.663e-02, eta: 1 day, 14:54:48, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4521, loss_cls: 3.7453, loss: 3.7453 2020-07-02 18:58:31,388 - mmaction - INFO - Epoch [40][180/627] lr: 5.663e-02, eta: 1 day, 14:54:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4521, loss_cls: 3.5291, loss: 3.5291 2020-07-02 18:58:49,087 - mmaction - INFO - Epoch [40][200/627] lr: 5.663e-02, eta: 1 day, 14:53:26, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4896, loss_cls: 3.4514, loss: 3.4514 2020-07-02 18:59:06,811 - mmaction - INFO - Epoch [40][220/627] lr: 5.663e-02, eta: 1 day, 14:52:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5104, loss_cls: 3.4960, loss: 3.4960 2020-07-02 18:59:24,509 - mmaction - INFO - Epoch [40][240/627] lr: 5.663e-02, eta: 1 day, 14:52:05, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4958, loss_cls: 3.5748, loss: 3.5748 2020-07-02 18:59:42,246 - mmaction - INFO - Epoch [40][260/627] lr: 5.663e-02, eta: 1 day, 14:51:25, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4583, loss_cls: 3.6615, loss: 3.6615 2020-07-02 18:59:59,964 - mmaction - INFO - Epoch [40][280/627] lr: 5.663e-02, eta: 1 day, 14:50:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5104, loss_cls: 3.4876, loss: 3.4876 2020-07-02 19:00:27,860 - mmaction - INFO - Epoch [40][300/627] lr: 5.663e-02, eta: 1 day, 14:51:13, time: 1.390, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4625, loss_cls: 3.7829, loss: 3.7829 2020-07-02 19:00:45,600 - mmaction - INFO - Epoch [40][320/627] lr: 5.663e-02, eta: 1 day, 14:50:34, time: 0.892, data_time: 0.012, memory: 8451, top1_acc: 0.2438, top5_acc: 0.4813, loss_cls: 3.5779, loss: 3.5779 2020-07-02 19:01:03,277 - mmaction - INFO - Epoch [40][340/627] lr: 5.663e-02, eta: 1 day, 14:49:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4521, loss_cls: 3.6988, loss: 3.6988 2020-07-02 19:01:20,996 - mmaction - INFO - Epoch [40][360/627] lr: 5.663e-02, eta: 1 day, 14:49:13, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4479, loss_cls: 3.7312, loss: 3.7312 2020-07-02 19:01:38,759 - mmaction - INFO - Epoch [40][380/627] lr: 5.663e-02, eta: 1 day, 14:48:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4750, loss_cls: 3.5826, loss: 3.5826 2020-07-02 19:01:56,537 - mmaction - INFO - Epoch [40][400/627] lr: 5.663e-02, eta: 1 day, 14:47:53, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4979, loss_cls: 3.3954, loss: 3.3954 2020-07-02 19:02:14,253 - mmaction - INFO - Epoch [40][420/627] lr: 5.663e-02, eta: 1 day, 14:47:12, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4917, loss_cls: 3.5338, loss: 3.5338 2020-07-02 19:02:31,991 - mmaction - INFO - Epoch [40][440/627] lr: 5.663e-02, eta: 1 day, 14:46:32, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4854, loss_cls: 3.5662, loss: 3.5662 2020-07-02 19:02:49,736 - mmaction - INFO - Epoch [40][460/627] lr: 5.663e-02, eta: 1 day, 14:45:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.5286, loss: 3.5286 2020-07-02 19:03:07,464 - mmaction - INFO - Epoch [40][480/627] lr: 5.663e-02, eta: 1 day, 14:45:12, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4396, loss_cls: 3.8164, loss: 3.8164 2020-07-02 19:03:25,252 - mmaction - INFO - Epoch [40][500/627] lr: 5.663e-02, eta: 1 day, 14:44:33, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2146, top5_acc: 0.4333, loss_cls: 3.7976, loss: 3.7976 2020-07-02 19:03:42,974 - mmaction - INFO - Epoch [40][520/627] lr: 5.663e-02, eta: 1 day, 14:43:53, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4917, loss_cls: 3.5477, loss: 3.5477 2020-07-02 19:04:00,748 - mmaction - INFO - Epoch [40][540/627] lr: 5.663e-02, eta: 1 day, 14:43:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4604, loss_cls: 3.6304, loss: 3.6304 2020-07-02 19:04:18,526 - mmaction - INFO - Epoch [40][560/627] lr: 5.663e-02, eta: 1 day, 14:42:34, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4688, loss_cls: 3.6923, loss: 3.6923 2020-07-02 19:04:36,252 - mmaction - INFO - Epoch [40][580/627] lr: 5.663e-02, eta: 1 day, 14:41:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4813, loss_cls: 3.5964, loss: 3.5964 2020-07-02 19:04:53,957 - mmaction - INFO - Epoch [40][600/627] lr: 5.663e-02, eta: 1 day, 14:41:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4271, loss_cls: 3.7391, loss: 3.7391 2020-07-02 19:05:11,729 - mmaction - INFO - Epoch [40][620/627] lr: 5.663e-02, eta: 1 day, 14:40:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4771, loss_cls: 3.5524, loss: 3.5524 2020-07-02 19:05:24,837 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-02 19:07:18,290 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 19:07:19,244 - mmaction - INFO - top1_acc 0.2503 top5_acc 0.4805 2020-07-02 19:07:19,245 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 19:07:19,322 - mmaction - INFO - mean_acc 0.2502 2020-07-02 19:07:19,330 - mmaction - INFO - Epoch [40][627/627] lr: 5.663e-02, top1_acc: 0.2503, top5_acc: 0.4805, mean_class_accuracy: 0.2502 2020-07-02 19:08:57,459 - mmaction - INFO - Epoch [41][20/627] lr: 5.646e-02, eta: 1 day, 14:48:01, time: 4.905, data_time: 3.988, memory: 8451, top1_acc: 0.2521, top5_acc: 0.5062, loss_cls: 3.4878, loss: 3.4878 2020-07-02 19:09:15,045 - mmaction - INFO - Epoch [41][40/627] lr: 5.646e-02, eta: 1 day, 14:47:20, time: 0.879, data_time: 0.004, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4667, loss_cls: 3.5430, loss: 3.5430 2020-07-02 19:09:32,671 - mmaction - INFO - Epoch [41][60/627] lr: 5.646e-02, eta: 1 day, 14:46:39, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5229, loss_cls: 3.5204, loss: 3.5204 2020-07-02 19:09:50,322 - mmaction - INFO - Epoch [41][80/627] lr: 5.646e-02, eta: 1 day, 14:45:59, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4396, loss_cls: 3.7763, loss: 3.7763 2020-07-02 19:10:09,700 - mmaction - INFO - Epoch [41][100/627] lr: 5.646e-02, eta: 1 day, 14:45:30, time: 0.970, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4958, loss_cls: 3.6100, loss: 3.6100 2020-07-02 19:10:27,357 - mmaction - INFO - Epoch [41][120/627] lr: 5.646e-02, eta: 1 day, 14:44:49, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5125, loss_cls: 3.3159, loss: 3.3159 2020-07-02 19:10:45,623 - mmaction - INFO - Epoch [41][140/627] lr: 5.646e-02, eta: 1 day, 14:44:13, time: 0.912, data_time: 0.013, memory: 8451, top1_acc: 0.2250, top5_acc: 0.5063, loss_cls: 3.6543, loss: 3.6543 2020-07-02 19:11:03,523 - mmaction - INFO - Epoch [41][160/627] lr: 5.646e-02, eta: 1 day, 14:43:34, time: 0.895, data_time: 0.008, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4750, loss_cls: 3.5987, loss: 3.5987 2020-07-02 19:11:21,219 - mmaction - INFO - Epoch [41][180/627] lr: 5.646e-02, eta: 1 day, 14:42:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4938, loss_cls: 3.4115, loss: 3.4115 2020-07-02 19:11:38,884 - mmaction - INFO - Epoch [41][200/627] lr: 5.646e-02, eta: 1 day, 14:42:14, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4875, loss_cls: 3.5829, loss: 3.5829 2020-07-02 19:11:56,588 - mmaction - INFO - Epoch [41][220/627] lr: 5.646e-02, eta: 1 day, 14:41:34, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4813, loss_cls: 3.5422, loss: 3.5422 2020-07-02 19:12:14,284 - mmaction - INFO - Epoch [41][240/627] lr: 5.646e-02, eta: 1 day, 14:40:54, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2688, top5_acc: 0.4833, loss_cls: 3.5357, loss: 3.5357 2020-07-02 19:12:32,002 - mmaction - INFO - Epoch [41][260/627] lr: 5.646e-02, eta: 1 day, 14:40:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5042, loss_cls: 3.3737, loss: 3.3737 2020-07-02 19:12:49,723 - mmaction - INFO - Epoch [41][280/627] lr: 5.646e-02, eta: 1 day, 14:39:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.1833, top5_acc: 0.4146, loss_cls: 3.9141, loss: 3.9141 2020-07-02 19:13:07,473 - mmaction - INFO - Epoch [41][300/627] lr: 5.646e-02, eta: 1 day, 14:38:55, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4896, loss_cls: 3.5155, loss: 3.5155 2020-07-02 19:13:25,180 - mmaction - INFO - Epoch [41][320/627] lr: 5.646e-02, eta: 1 day, 14:38:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4729, loss_cls: 3.5441, loss: 3.5441 2020-07-02 19:13:42,884 - mmaction - INFO - Epoch [41][340/627] lr: 5.646e-02, eta: 1 day, 14:37:35, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4813, loss_cls: 3.5527, loss: 3.5527 2020-07-02 19:14:00,600 - mmaction - INFO - Epoch [41][360/627] lr: 5.646e-02, eta: 1 day, 14:36:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4792, loss_cls: 3.5912, loss: 3.5912 2020-07-02 19:14:18,332 - mmaction - INFO - Epoch [41][380/627] lr: 5.646e-02, eta: 1 day, 14:36:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4688, loss_cls: 3.5469, loss: 3.5469 2020-07-02 19:14:36,036 - mmaction - INFO - Epoch [41][400/627] lr: 5.646e-02, eta: 1 day, 14:35:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4917, loss_cls: 3.5109, loss: 3.5109 2020-07-02 19:14:53,748 - mmaction - INFO - Epoch [41][420/627] lr: 5.646e-02, eta: 1 day, 14:34:57, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4750, loss_cls: 3.6426, loss: 3.6426 2020-07-02 19:15:11,461 - mmaction - INFO - Epoch [41][440/627] lr: 5.646e-02, eta: 1 day, 14:34:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4750, loss_cls: 3.7097, loss: 3.7097 2020-07-02 19:15:29,144 - mmaction - INFO - Epoch [41][460/627] lr: 5.646e-02, eta: 1 day, 14:33:38, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4708, loss_cls: 3.7329, loss: 3.7329 2020-07-02 19:15:46,914 - mmaction - INFO - Epoch [41][480/627] lr: 5.646e-02, eta: 1 day, 14:32:59, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2938, top5_acc: 0.4979, loss_cls: 3.4387, loss: 3.4387 2020-07-02 19:16:04,686 - mmaction - INFO - Epoch [41][500/627] lr: 5.646e-02, eta: 1 day, 14:32:20, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4625, loss_cls: 3.6586, loss: 3.6586 2020-07-02 19:16:22,425 - mmaction - INFO - Epoch [41][520/627] lr: 5.646e-02, eta: 1 day, 14:31:41, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4625, loss_cls: 3.5942, loss: 3.5942 2020-07-02 19:16:40,157 - mmaction - INFO - Epoch [41][540/627] lr: 5.646e-02, eta: 1 day, 14:31:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4896, loss_cls: 3.5057, loss: 3.5057 2020-07-02 19:16:58,191 - mmaction - INFO - Epoch [41][560/627] lr: 5.646e-02, eta: 1 day, 14:30:25, time: 0.902, data_time: 0.021, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.3298, loss: 3.3298 2020-07-02 19:17:15,868 - mmaction - INFO - Epoch [41][580/627] lr: 5.646e-02, eta: 1 day, 14:29:46, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5104, loss_cls: 3.4978, loss: 3.4978 2020-07-02 19:17:33,572 - mmaction - INFO - Epoch [41][600/627] lr: 5.646e-02, eta: 1 day, 14:29:07, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4771, loss_cls: 3.5551, loss: 3.5551 2020-07-02 19:17:51,290 - mmaction - INFO - Epoch [41][620/627] lr: 5.646e-02, eta: 1 day, 14:28:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4604, loss_cls: 3.6320, loss: 3.6320 2020-07-02 19:19:40,145 - mmaction - INFO - Epoch [42][20/627] lr: 5.628e-02, eta: 1 day, 14:35:50, time: 4.999, data_time: 4.083, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4771, loss_cls: 3.6072, loss: 3.6072 2020-07-02 19:19:57,783 - mmaction - INFO - Epoch [42][40/627] lr: 5.628e-02, eta: 1 day, 14:35:10, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4833, loss_cls: 3.5751, loss: 3.5751 2020-07-02 19:20:17,445 - mmaction - INFO - Epoch [42][60/627] lr: 5.628e-02, eta: 1 day, 14:34:43, time: 0.982, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4896, loss_cls: 3.4852, loss: 3.4852 2020-07-02 19:20:35,136 - mmaction - INFO - Epoch [42][80/627] lr: 5.628e-02, eta: 1 day, 14:34:04, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5063, loss_cls: 3.3983, loss: 3.3983 2020-07-02 19:20:52,813 - mmaction - INFO - Epoch [42][100/627] lr: 5.628e-02, eta: 1 day, 14:33:24, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4938, loss_cls: 3.6129, loss: 3.6129 2020-07-02 19:21:10,537 - mmaction - INFO - Epoch [42][120/627] lr: 5.628e-02, eta: 1 day, 14:32:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4354, loss_cls: 3.7429, loss: 3.7429 2020-07-02 19:21:28,214 - mmaction - INFO - Epoch [42][140/627] lr: 5.628e-02, eta: 1 day, 14:32:05, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4562, loss_cls: 3.6341, loss: 3.6341 2020-07-02 19:21:46,100 - mmaction - INFO - Epoch [42][160/627] lr: 5.628e-02, eta: 1 day, 14:31:27, time: 0.895, data_time: 0.013, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4833, loss_cls: 3.5308, loss: 3.5308 2020-07-02 19:22:03,905 - mmaction - INFO - Epoch [42][180/627] lr: 5.628e-02, eta: 1 day, 14:30:48, time: 0.889, data_time: 0.010, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5042, loss_cls: 3.5037, loss: 3.5037 2020-07-02 19:22:21,591 - mmaction - INFO - Epoch [42][200/627] lr: 5.628e-02, eta: 1 day, 14:30:09, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4625, loss_cls: 3.4981, loss: 3.4981 2020-07-02 19:22:39,275 - mmaction - INFO - Epoch [42][220/627] lr: 5.628e-02, eta: 1 day, 14:29:30, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4792, loss_cls: 3.5457, loss: 3.5457 2020-07-02 19:22:57,051 - mmaction - INFO - Epoch [42][240/627] lr: 5.628e-02, eta: 1 day, 14:28:51, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4771, loss_cls: 3.5199, loss: 3.5199 2020-07-02 19:23:14,723 - mmaction - INFO - Epoch [42][260/627] lr: 5.628e-02, eta: 1 day, 14:28:12, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4542, loss_cls: 3.6149, loss: 3.6149 2020-07-02 19:23:32,441 - mmaction - INFO - Epoch [42][280/627] lr: 5.628e-02, eta: 1 day, 14:27:33, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4646, loss_cls: 3.6164, loss: 3.6164 2020-07-02 19:23:50,172 - mmaction - INFO - Epoch [42][300/627] lr: 5.628e-02, eta: 1 day, 14:26:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5146, loss_cls: 3.4069, loss: 3.4069 2020-07-02 19:24:07,948 - mmaction - INFO - Epoch [42][320/627] lr: 5.628e-02, eta: 1 day, 14:26:15, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4708, loss_cls: 3.6286, loss: 3.6286 2020-07-02 19:24:25,659 - mmaction - INFO - Epoch [42][340/627] lr: 5.628e-02, eta: 1 day, 14:25:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.4854, loss_cls: 3.5701, loss: 3.5701 2020-07-02 19:24:43,394 - mmaction - INFO - Epoch [42][360/627] lr: 5.628e-02, eta: 1 day, 14:24:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4833, loss_cls: 3.5563, loss: 3.5563 2020-07-02 19:25:01,065 - mmaction - INFO - Epoch [42][380/627] lr: 5.628e-02, eta: 1 day, 14:24:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4958, loss_cls: 3.5577, loss: 3.5577 2020-07-02 19:25:18,806 - mmaction - INFO - Epoch [42][400/627] lr: 5.628e-02, eta: 1 day, 14:23:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4812, loss_cls: 3.5430, loss: 3.5430 2020-07-02 19:25:36,531 - mmaction - INFO - Epoch [42][420/627] lr: 5.628e-02, eta: 1 day, 14:23:01, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4958, loss_cls: 3.5307, loss: 3.5307 2020-07-02 19:25:54,239 - mmaction - INFO - Epoch [42][440/627] lr: 5.628e-02, eta: 1 day, 14:22:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4875, loss_cls: 3.4752, loss: 3.4752 2020-07-02 19:26:11,900 - mmaction - INFO - Epoch [42][460/627] lr: 5.628e-02, eta: 1 day, 14:21:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4896, loss_cls: 3.5254, loss: 3.5254 2020-07-02 19:26:29,624 - mmaction - INFO - Epoch [42][480/627] lr: 5.628e-02, eta: 1 day, 14:21:05, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4854, loss_cls: 3.4768, loss: 3.4768 2020-07-02 19:26:47,282 - mmaction - INFO - Epoch [42][500/627] lr: 5.628e-02, eta: 1 day, 14:20:26, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4563, loss_cls: 3.7168, loss: 3.7168 2020-07-02 19:27:05,026 - mmaction - INFO - Epoch [42][520/627] lr: 5.628e-02, eta: 1 day, 14:19:48, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4979, loss_cls: 3.5327, loss: 3.5327 2020-07-02 19:27:22,677 - mmaction - INFO - Epoch [42][540/627] lr: 5.628e-02, eta: 1 day, 14:19:09, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4500, loss_cls: 3.6261, loss: 3.6261 2020-07-02 19:27:40,397 - mmaction - INFO - Epoch [42][560/627] lr: 5.628e-02, eta: 1 day, 14:18:30, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4938, loss_cls: 3.5258, loss: 3.5258 2020-07-02 19:27:58,047 - mmaction - INFO - Epoch [42][580/627] lr: 5.628e-02, eta: 1 day, 14:17:52, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4812, loss_cls: 3.5556, loss: 3.5556 2020-07-02 19:28:15,746 - mmaction - INFO - Epoch [42][600/627] lr: 5.628e-02, eta: 1 day, 14:17:13, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4625, loss_cls: 3.6022, loss: 3.6022 2020-07-02 19:28:33,469 - mmaction - INFO - Epoch [42][620/627] lr: 5.628e-02, eta: 1 day, 14:16:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4958, loss_cls: 3.4575, loss: 3.4575 2020-07-02 19:30:36,317 - mmaction - INFO - Epoch [43][20/627] lr: 5.610e-02, eta: 1 day, 14:25:13, time: 5.722, data_time: 4.798, memory: 8451, top1_acc: 0.3187, top5_acc: 0.4938, loss_cls: 3.4247, loss: 3.4247 2020-07-02 19:30:53,959 - mmaction - INFO - Epoch [43][40/627] lr: 5.610e-02, eta: 1 day, 14:24:33, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4562, loss_cls: 3.6351, loss: 3.6351 2020-07-02 19:31:11,618 - mmaction - INFO - Epoch [43][60/627] lr: 5.610e-02, eta: 1 day, 14:23:54, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4583, loss_cls: 3.6362, loss: 3.6362 2020-07-02 19:31:29,251 - mmaction - INFO - Epoch [43][80/627] lr: 5.610e-02, eta: 1 day, 14:23:15, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2563, top5_acc: 0.4729, loss_cls: 3.6412, loss: 3.6412 2020-07-02 19:31:46,957 - mmaction - INFO - Epoch [43][100/627] lr: 5.610e-02, eta: 1 day, 14:22:36, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2562, top5_acc: 0.5229, loss_cls: 3.4966, loss: 3.4966 2020-07-02 19:32:04,674 - mmaction - INFO - Epoch [43][120/627] lr: 5.610e-02, eta: 1 day, 14:21:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4792, loss_cls: 3.5496, loss: 3.5496 2020-07-02 19:32:22,407 - mmaction - INFO - Epoch [43][140/627] lr: 5.610e-02, eta: 1 day, 14:21:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4708, loss_cls: 3.5976, loss: 3.5976 2020-07-02 19:32:40,075 - mmaction - INFO - Epoch [43][160/627] lr: 5.610e-02, eta: 1 day, 14:20:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5062, loss_cls: 3.3461, loss: 3.3461 2020-07-02 19:32:57,872 - mmaction - INFO - Epoch [43][180/627] lr: 5.610e-02, eta: 1 day, 14:20:02, time: 0.890, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5021, loss_cls: 3.3535, loss: 3.3535 2020-07-02 19:33:15,570 - mmaction - INFO - Epoch [43][200/627] lr: 5.610e-02, eta: 1 day, 14:19:23, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5250, loss_cls: 3.3297, loss: 3.3297 2020-07-02 19:33:33,314 - mmaction - INFO - Epoch [43][220/627] lr: 5.610e-02, eta: 1 day, 14:18:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4354, loss_cls: 3.7635, loss: 3.7635 2020-07-02 19:33:51,060 - mmaction - INFO - Epoch [43][240/627] lr: 5.610e-02, eta: 1 day, 14:18:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4479, loss_cls: 3.5992, loss: 3.5992 2020-07-02 19:34:08,785 - mmaction - INFO - Epoch [43][260/627] lr: 5.610e-02, eta: 1 day, 14:17:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2938, top5_acc: 0.4938, loss_cls: 3.4762, loss: 3.4762 2020-07-02 19:34:26,481 - mmaction - INFO - Epoch [43][280/627] lr: 5.610e-02, eta: 1 day, 14:16:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.6006, loss: 3.6006 2020-07-02 19:34:44,197 - mmaction - INFO - Epoch [43][300/627] lr: 5.610e-02, eta: 1 day, 14:16:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.5198, loss: 3.5198 2020-07-02 19:35:01,994 - mmaction - INFO - Epoch [43][320/627] lr: 5.610e-02, eta: 1 day, 14:15:33, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4833, loss_cls: 3.5412, loss: 3.5412 2020-07-02 19:35:20,061 - mmaction - INFO - Epoch [43][340/627] lr: 5.610e-02, eta: 1 day, 14:14:57, time: 0.903, data_time: 0.001, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4646, loss_cls: 3.6686, loss: 3.6686 2020-07-02 19:35:37,756 - mmaction - INFO - Epoch [43][360/627] lr: 5.610e-02, eta: 1 day, 14:14:19, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4479, loss_cls: 3.6594, loss: 3.6594 2020-07-02 19:35:55,460 - mmaction - INFO - Epoch [43][380/627] lr: 5.610e-02, eta: 1 day, 14:13:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4354, loss_cls: 3.7780, loss: 3.7780 2020-07-02 19:36:13,129 - mmaction - INFO - Epoch [43][400/627] lr: 5.610e-02, eta: 1 day, 14:13:02, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4500, loss_cls: 3.6633, loss: 3.6633 2020-07-02 19:36:30,844 - mmaction - INFO - Epoch [43][420/627] lr: 5.610e-02, eta: 1 day, 14:12:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4604, loss_cls: 3.6903, loss: 3.6903 2020-07-02 19:36:48,531 - mmaction - INFO - Epoch [43][440/627] lr: 5.610e-02, eta: 1 day, 14:11:46, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5271, loss_cls: 3.4121, loss: 3.4121 2020-07-02 19:37:06,241 - mmaction - INFO - Epoch [43][460/627] lr: 5.610e-02, eta: 1 day, 14:11:08, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4938, loss_cls: 3.5481, loss: 3.5481 2020-07-02 19:37:23,940 - mmaction - INFO - Epoch [43][480/627] lr: 5.610e-02, eta: 1 day, 14:10:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4667, loss_cls: 3.6316, loss: 3.6316 2020-07-02 19:37:41,679 - mmaction - INFO - Epoch [43][500/627] lr: 5.610e-02, eta: 1 day, 14:09:52, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4917, loss_cls: 3.6692, loss: 3.6692 2020-07-02 19:37:59,407 - mmaction - INFO - Epoch [43][520/627] lr: 5.610e-02, eta: 1 day, 14:09:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4896, loss_cls: 3.4560, loss: 3.4560 2020-07-02 19:38:17,148 - mmaction - INFO - Epoch [43][540/627] lr: 5.610e-02, eta: 1 day, 14:08:36, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4625, loss_cls: 3.5692, loss: 3.5692 2020-07-02 19:38:34,819 - mmaction - INFO - Epoch [43][560/627] lr: 5.610e-02, eta: 1 day, 14:07:58, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4979, loss_cls: 3.4358, loss: 3.4358 2020-07-02 19:38:52,544 - mmaction - INFO - Epoch [43][580/627] lr: 5.610e-02, eta: 1 day, 14:07:20, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4438, loss_cls: 3.6564, loss: 3.6564 2020-07-02 19:39:10,232 - mmaction - INFO - Epoch [43][600/627] lr: 5.610e-02, eta: 1 day, 14:06:42, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5083, loss_cls: 3.5175, loss: 3.5175 2020-07-02 19:39:28,121 - mmaction - INFO - Epoch [43][620/627] lr: 5.610e-02, eta: 1 day, 14:06:05, time: 0.893, data_time: 0.010, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4771, loss_cls: 3.5707, loss: 3.5707 2020-07-02 19:41:19,567 - mmaction - INFO - Epoch [44][20/627] lr: 5.592e-02, eta: 1 day, 14:13:17, time: 5.162, data_time: 4.252, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5063, loss_cls: 3.4164, loss: 3.4164 2020-07-02 19:41:37,125 - mmaction - INFO - Epoch [44][40/627] lr: 5.592e-02, eta: 1 day, 14:12:38, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5021, loss_cls: 3.4088, loss: 3.4088 2020-07-02 19:41:54,781 - mmaction - INFO - Epoch [44][60/627] lr: 5.592e-02, eta: 1 day, 14:11:59, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4958, loss_cls: 3.5008, loss: 3.5008 2020-07-02 19:42:12,408 - mmaction - INFO - Epoch [44][80/627] lr: 5.592e-02, eta: 1 day, 14:11:21, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5208, loss_cls: 3.4842, loss: 3.4842 2020-07-02 19:42:30,074 - mmaction - INFO - Epoch [44][100/627] lr: 5.592e-02, eta: 1 day, 14:10:42, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2583, top5_acc: 0.5167, loss_cls: 3.4921, loss: 3.4921 2020-07-02 19:42:47,804 - mmaction - INFO - Epoch [44][120/627] lr: 5.592e-02, eta: 1 day, 14:10:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4937, loss_cls: 3.4687, loss: 3.4687 2020-07-02 19:43:05,535 - mmaction - INFO - Epoch [44][140/627] lr: 5.592e-02, eta: 1 day, 14:09:27, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5208, loss_cls: 3.4411, loss: 3.4411 2020-07-02 19:43:23,279 - mmaction - INFO - Epoch [44][160/627] lr: 5.592e-02, eta: 1 day, 14:08:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5083, loss_cls: 3.4146, loss: 3.4146 2020-07-02 19:43:41,018 - mmaction - INFO - Epoch [44][180/627] lr: 5.592e-02, eta: 1 day, 14:08:11, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4708, loss_cls: 3.5820, loss: 3.5820 2020-07-02 19:43:58,705 - mmaction - INFO - Epoch [44][200/627] lr: 5.592e-02, eta: 1 day, 14:07:33, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.5000, loss_cls: 3.5117, loss: 3.5117 2020-07-02 19:44:16,417 - mmaction - INFO - Epoch [44][220/627] lr: 5.592e-02, eta: 1 day, 14:06:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4708, loss_cls: 3.5010, loss: 3.5010 2020-07-02 19:44:34,112 - mmaction - INFO - Epoch [44][240/627] lr: 5.592e-02, eta: 1 day, 14:06:17, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2604, top5_acc: 0.5104, loss_cls: 3.5393, loss: 3.5393 2020-07-02 19:44:51,861 - mmaction - INFO - Epoch [44][260/627] lr: 5.592e-02, eta: 1 day, 14:05:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4729, loss_cls: 3.6370, loss: 3.6370 2020-07-02 19:45:09,871 - mmaction - INFO - Epoch [44][280/627] lr: 5.592e-02, eta: 1 day, 14:05:04, time: 0.902, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4750, loss_cls: 3.6238, loss: 3.6238 2020-07-02 19:45:27,597 - mmaction - INFO - Epoch [44][300/627] lr: 5.592e-02, eta: 1 day, 14:04:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4854, loss_cls: 3.5840, loss: 3.5840 2020-07-02 19:45:45,289 - mmaction - INFO - Epoch [44][320/627] lr: 5.592e-02, eta: 1 day, 14:03:48, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4667, loss_cls: 3.5533, loss: 3.5533 2020-07-02 19:46:03,005 - mmaction - INFO - Epoch [44][340/627] lr: 5.592e-02, eta: 1 day, 14:03:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4542, loss_cls: 3.6642, loss: 3.6642 2020-07-02 19:46:20,705 - mmaction - INFO - Epoch [44][360/627] lr: 5.592e-02, eta: 1 day, 14:02:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5104, loss_cls: 3.4398, loss: 3.4398 2020-07-02 19:46:38,445 - mmaction - INFO - Epoch [44][380/627] lr: 5.592e-02, eta: 1 day, 14:01:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4750, loss_cls: 3.5875, loss: 3.5875 2020-07-02 19:46:56,185 - mmaction - INFO - Epoch [44][400/627] lr: 5.592e-02, eta: 1 day, 14:01:18, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4542, loss_cls: 3.6613, loss: 3.6613 2020-07-02 19:47:13,889 - mmaction - INFO - Epoch [44][420/627] lr: 5.592e-02, eta: 1 day, 14:00:41, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4729, loss_cls: 3.6061, loss: 3.6061 2020-07-02 19:47:31,605 - mmaction - INFO - Epoch [44][440/627] lr: 5.592e-02, eta: 1 day, 14:00:03, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2208, top5_acc: 0.4396, loss_cls: 3.7809, loss: 3.7809 2020-07-02 19:47:49,322 - mmaction - INFO - Epoch [44][460/627] lr: 5.592e-02, eta: 1 day, 13:59:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4729, loss_cls: 3.5848, loss: 3.5848 2020-07-02 19:48:07,085 - mmaction - INFO - Epoch [44][480/627] lr: 5.592e-02, eta: 1 day, 13:58:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4729, loss_cls: 3.6091, loss: 3.6091 2020-07-02 19:48:24,822 - mmaction - INFO - Epoch [44][500/627] lr: 5.592e-02, eta: 1 day, 13:58:11, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4771, loss_cls: 3.5203, loss: 3.5203 2020-07-02 19:48:42,571 - mmaction - INFO - Epoch [44][520/627] lr: 5.592e-02, eta: 1 day, 13:57:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4771, loss_cls: 3.5070, loss: 3.5070 2020-07-02 19:49:00,329 - mmaction - INFO - Epoch [44][540/627] lr: 5.592e-02, eta: 1 day, 13:56:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4708, loss_cls: 3.6945, loss: 3.6945 2020-07-02 19:49:18,057 - mmaction - INFO - Epoch [44][560/627] lr: 5.592e-02, eta: 1 day, 13:56:20, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5021, loss_cls: 3.4450, loss: 3.4450 2020-07-02 19:49:35,793 - mmaction - INFO - Epoch [44][580/627] lr: 5.592e-02, eta: 1 day, 13:55:43, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4729, loss_cls: 3.5567, loss: 3.5567 2020-07-02 19:49:53,498 - mmaction - INFO - Epoch [44][600/627] lr: 5.592e-02, eta: 1 day, 13:55:06, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4875, loss_cls: 3.5894, loss: 3.5894 2020-07-02 19:50:11,242 - mmaction - INFO - Epoch [44][620/627] lr: 5.592e-02, eta: 1 day, 13:54:29, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4875, loss_cls: 3.4884, loss: 3.4884 2020-07-02 19:52:09,933 - mmaction - INFO - Epoch [45][20/627] lr: 5.573e-02, eta: 1 day, 14:02:08, time: 5.526, data_time: 4.601, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4583, loss_cls: 3.6394, loss: 3.6394 2020-07-02 19:52:27,556 - mmaction - INFO - Epoch [45][40/627] lr: 5.573e-02, eta: 1 day, 14:01:30, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.2583, top5_acc: 0.5021, loss_cls: 3.5895, loss: 3.5895 2020-07-02 19:52:45,178 - mmaction - INFO - Epoch [45][60/627] lr: 5.573e-02, eta: 1 day, 14:00:52, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4729, loss_cls: 3.7771, loss: 3.7771 2020-07-02 19:53:02,831 - mmaction - INFO - Epoch [45][80/627] lr: 5.573e-02, eta: 1 day, 14:00:14, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4938, loss_cls: 3.4281, loss: 3.4281 2020-07-02 19:53:20,520 - mmaction - INFO - Epoch [45][100/627] lr: 5.573e-02, eta: 1 day, 13:59:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5375, loss_cls: 3.2366, loss: 3.2366 2020-07-02 19:53:38,206 - mmaction - INFO - Epoch [45][120/627] lr: 5.573e-02, eta: 1 day, 13:58:59, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4896, loss_cls: 3.4524, loss: 3.4524 2020-07-02 19:53:55,921 - mmaction - INFO - Epoch [45][140/627] lr: 5.573e-02, eta: 1 day, 13:58:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4792, loss_cls: 3.5525, loss: 3.5525 2020-07-02 19:54:13,625 - mmaction - INFO - Epoch [45][160/627] lr: 5.573e-02, eta: 1 day, 13:57:44, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4729, loss_cls: 3.5423, loss: 3.5423 2020-07-02 19:54:31,331 - mmaction - INFO - Epoch [45][180/627] lr: 5.573e-02, eta: 1 day, 13:57:06, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4833, loss_cls: 3.4484, loss: 3.4484 2020-07-02 19:54:49,040 - mmaction - INFO - Epoch [45][200/627] lr: 5.573e-02, eta: 1 day, 13:56:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4438, loss_cls: 3.6153, loss: 3.6153 2020-07-02 19:55:08,479 - mmaction - INFO - Epoch [45][220/627] lr: 5.573e-02, eta: 1 day, 13:56:02, time: 0.973, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4729, loss_cls: 3.6520, loss: 3.6520 2020-07-02 19:55:26,124 - mmaction - INFO - Epoch [45][240/627] lr: 5.573e-02, eta: 1 day, 13:55:24, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5042, loss_cls: 3.5108, loss: 3.5108 2020-07-02 19:55:43,872 - mmaction - INFO - Epoch [45][260/627] lr: 5.573e-02, eta: 1 day, 13:54:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4646, loss_cls: 3.5683, loss: 3.5683 2020-07-02 19:56:01,571 - mmaction - INFO - Epoch [45][280/627] lr: 5.573e-02, eta: 1 day, 13:54:10, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5000, loss_cls: 3.5082, loss: 3.5082 2020-07-02 19:56:19,328 - mmaction - INFO - Epoch [45][300/627] lr: 5.573e-02, eta: 1 day, 13:53:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5083, loss_cls: 3.4593, loss: 3.4593 2020-07-02 19:56:37,008 - mmaction - INFO - Epoch [45][320/627] lr: 5.573e-02, eta: 1 day, 13:52:56, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4646, loss_cls: 3.5838, loss: 3.5838 2020-07-02 19:56:54,718 - mmaction - INFO - Epoch [45][340/627] lr: 5.573e-02, eta: 1 day, 13:52:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4625, loss_cls: 3.5878, loss: 3.5878 2020-07-02 19:57:12,429 - mmaction - INFO - Epoch [45][360/627] lr: 5.573e-02, eta: 1 day, 13:51:42, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4542, loss_cls: 3.5675, loss: 3.5675 2020-07-02 19:57:30,166 - mmaction - INFO - Epoch [45][380/627] lr: 5.573e-02, eta: 1 day, 13:51:05, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5187, loss_cls: 3.4816, loss: 3.4816 2020-07-02 19:57:47,906 - mmaction - INFO - Epoch [45][400/627] lr: 5.573e-02, eta: 1 day, 13:50:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4833, loss_cls: 3.6354, loss: 3.6354 2020-07-02 19:58:05,614 - mmaction - INFO - Epoch [45][420/627] lr: 5.573e-02, eta: 1 day, 13:49:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4729, loss_cls: 3.5969, loss: 3.5969 2020-07-02 19:58:23,293 - mmaction - INFO - Epoch [45][440/627] lr: 5.573e-02, eta: 1 day, 13:49:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4771, loss_cls: 3.4628, loss: 3.4628 2020-07-02 19:58:41,049 - mmaction - INFO - Epoch [45][460/627] lr: 5.573e-02, eta: 1 day, 13:48:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4750, loss_cls: 3.5838, loss: 3.5838 2020-07-02 19:58:58,730 - mmaction - INFO - Epoch [45][480/627] lr: 5.573e-02, eta: 1 day, 13:48:00, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.4896, loss_cls: 3.3659, loss: 3.3659 2020-07-02 19:59:16,448 - mmaction - INFO - Epoch [45][500/627] lr: 5.573e-02, eta: 1 day, 13:47:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5417, loss_cls: 3.3177, loss: 3.3177 2020-07-02 19:59:34,201 - mmaction - INFO - Epoch [45][520/627] lr: 5.573e-02, eta: 1 day, 13:46:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5000, loss_cls: 3.4722, loss: 3.4722 2020-07-02 19:59:51,900 - mmaction - INFO - Epoch [45][540/627] lr: 5.573e-02, eta: 1 day, 13:46:10, time: 0.885, data_time: 0.005, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4604, loss_cls: 3.5506, loss: 3.5506 2020-07-02 20:00:15,253 - mmaction - INFO - Epoch [45][560/627] lr: 5.573e-02, eta: 1 day, 13:46:04, time: 1.161, data_time: 0.005, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4542, loss_cls: 3.6208, loss: 3.6208 2020-07-02 20:00:32,955 - mmaction - INFO - Epoch [45][580/627] lr: 5.573e-02, eta: 1 day, 13:45:29, time: 0.892, data_time: 0.012, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4854, loss_cls: 3.5967, loss: 3.5967 2020-07-02 20:00:50,667 - mmaction - INFO - Epoch [45][600/627] lr: 5.573e-02, eta: 1 day, 13:44:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4958, loss_cls: 3.4676, loss: 3.4676 2020-07-02 20:01:08,390 - mmaction - INFO - Epoch [45][620/627] lr: 5.573e-02, eta: 1 day, 13:44:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4917, loss_cls: 3.5225, loss: 3.5225 2020-07-02 20:03:25,325 - mmaction - INFO - Epoch [46][20/627] lr: 5.554e-02, eta: 1 day, 13:52:52, time: 6.165, data_time: 5.238, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4583, loss_cls: 3.5854, loss: 3.5854 2020-07-02 20:03:42,950 - mmaction - INFO - Epoch [46][40/627] lr: 5.554e-02, eta: 1 day, 13:52:14, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5083, loss_cls: 3.4450, loss: 3.4450 2020-07-02 20:04:00,661 - mmaction - INFO - Epoch [46][60/627] lr: 5.554e-02, eta: 1 day, 13:51:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.5125, loss_cls: 3.4662, loss: 3.4662 2020-07-02 20:04:18,306 - mmaction - INFO - Epoch [46][80/627] lr: 5.554e-02, eta: 1 day, 13:51:00, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4583, loss_cls: 3.6742, loss: 3.6742 2020-07-02 20:04:36,017 - mmaction - INFO - Epoch [46][100/627] lr: 5.554e-02, eta: 1 day, 13:50:23, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4979, loss_cls: 3.4530, loss: 3.4530 2020-07-02 20:04:53,734 - mmaction - INFO - Epoch [46][120/627] lr: 5.554e-02, eta: 1 day, 13:49:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5000, loss_cls: 3.4277, loss: 3.4277 2020-07-02 20:05:11,981 - mmaction - INFO - Epoch [46][140/627] lr: 5.554e-02, eta: 1 day, 13:49:12, time: 0.911, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4375, loss_cls: 3.7130, loss: 3.7130 2020-07-02 20:05:29,691 - mmaction - INFO - Epoch [46][160/627] lr: 5.554e-02, eta: 1 day, 13:48:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4771, loss_cls: 3.5392, loss: 3.5392 2020-07-02 20:05:47,368 - mmaction - INFO - Epoch [46][180/627] lr: 5.554e-02, eta: 1 day, 13:47:58, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2271, top5_acc: 0.4646, loss_cls: 3.5910, loss: 3.5910 2020-07-02 20:06:05,081 - mmaction - INFO - Epoch [46][200/627] lr: 5.554e-02, eta: 1 day, 13:47:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4646, loss_cls: 3.7546, loss: 3.7546 2020-07-02 20:06:22,776 - mmaction - INFO - Epoch [46][220/627] lr: 5.554e-02, eta: 1 day, 13:46:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4688, loss_cls: 3.6520, loss: 3.6520 2020-07-02 20:06:40,499 - mmaction - INFO - Epoch [46][240/627] lr: 5.554e-02, eta: 1 day, 13:46:07, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5188, loss_cls: 3.3316, loss: 3.3316 2020-07-02 20:06:58,223 - mmaction - INFO - Epoch [46][260/627] lr: 5.554e-02, eta: 1 day, 13:45:30, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5042, loss_cls: 3.5117, loss: 3.5117 2020-07-02 20:07:15,893 - mmaction - INFO - Epoch [46][280/627] lr: 5.554e-02, eta: 1 day, 13:44:53, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4896, loss_cls: 3.4311, loss: 3.4311 2020-07-02 20:07:33,631 - mmaction - INFO - Epoch [46][300/627] lr: 5.554e-02, eta: 1 day, 13:44:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4875, loss_cls: 3.4925, loss: 3.4925 2020-07-02 20:07:51,403 - mmaction - INFO - Epoch [46][320/627] lr: 5.554e-02, eta: 1 day, 13:43:40, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4708, loss_cls: 3.5762, loss: 3.5762 2020-07-02 20:08:09,124 - mmaction - INFO - Epoch [46][340/627] lr: 5.554e-02, eta: 1 day, 13:43:04, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4896, loss_cls: 3.4829, loss: 3.4829 2020-07-02 20:08:26,882 - mmaction - INFO - Epoch [46][360/627] lr: 5.554e-02, eta: 1 day, 13:42:27, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4688, loss_cls: 3.5233, loss: 3.5233 2020-07-02 20:08:44,580 - mmaction - INFO - Epoch [46][380/627] lr: 5.554e-02, eta: 1 day, 13:41:50, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2167, top5_acc: 0.4229, loss_cls: 3.7335, loss: 3.7335 2020-07-02 20:09:02,336 - mmaction - INFO - Epoch [46][400/627] lr: 5.554e-02, eta: 1 day, 13:41:14, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4688, loss_cls: 3.4943, loss: 3.4943 2020-07-02 20:09:20,068 - mmaction - INFO - Epoch [46][420/627] lr: 5.554e-02, eta: 1 day, 13:40:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4625, loss_cls: 3.5256, loss: 3.5256 2020-07-02 20:09:37,788 - mmaction - INFO - Epoch [46][440/627] lr: 5.554e-02, eta: 1 day, 13:40:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5167, loss_cls: 3.3937, loss: 3.3937 2020-07-02 20:09:55,531 - mmaction - INFO - Epoch [46][460/627] lr: 5.554e-02, eta: 1 day, 13:39:25, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5312, loss_cls: 3.3558, loss: 3.3558 2020-07-02 20:10:13,226 - mmaction - INFO - Epoch [46][480/627] lr: 5.554e-02, eta: 1 day, 13:38:48, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4896, loss_cls: 3.4983, loss: 3.4983 2020-07-02 20:10:30,985 - mmaction - INFO - Epoch [46][500/627] lr: 5.554e-02, eta: 1 day, 13:38:12, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4771, loss_cls: 3.4774, loss: 3.4774 2020-07-02 20:10:48,737 - mmaction - INFO - Epoch [46][520/627] lr: 5.554e-02, eta: 1 day, 13:37:36, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4729, loss_cls: 3.5535, loss: 3.5535 2020-07-02 20:11:06,468 - mmaction - INFO - Epoch [46][540/627] lr: 5.554e-02, eta: 1 day, 13:37:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4854, loss_cls: 3.5231, loss: 3.5231 2020-07-02 20:11:24,172 - mmaction - INFO - Epoch [46][560/627] lr: 5.554e-02, eta: 1 day, 13:36:24, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4937, loss_cls: 3.5461, loss: 3.5461 2020-07-02 20:11:41,889 - mmaction - INFO - Epoch [46][580/627] lr: 5.554e-02, eta: 1 day, 13:35:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4750, loss_cls: 3.4845, loss: 3.4845 2020-07-02 20:11:59,651 - mmaction - INFO - Epoch [46][600/627] lr: 5.554e-02, eta: 1 day, 13:35:11, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2229, top5_acc: 0.4396, loss_cls: 3.7524, loss: 3.7524 2020-07-02 20:12:17,376 - mmaction - INFO - Epoch [46][620/627] lr: 5.554e-02, eta: 1 day, 13:34:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4667, loss_cls: 3.6594, loss: 3.6594 2020-07-02 20:14:04,593 - mmaction - INFO - Epoch [47][20/627] lr: 5.535e-02, eta: 1 day, 13:40:47, time: 5.008, data_time: 4.114, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4688, loss_cls: 3.6042, loss: 3.6042 2020-07-02 20:14:22,258 - mmaction - INFO - Epoch [47][40/627] lr: 5.535e-02, eta: 1 day, 13:40:10, time: 0.883, data_time: 0.004, memory: 8451, top1_acc: 0.2937, top5_acc: 0.4854, loss_cls: 3.4696, loss: 3.4696 2020-07-02 20:14:39,966 - mmaction - INFO - Epoch [47][60/627] lr: 5.535e-02, eta: 1 day, 13:39:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4604, loss_cls: 3.6557, loss: 3.6557 2020-07-02 20:14:57,655 - mmaction - INFO - Epoch [47][80/627] lr: 5.535e-02, eta: 1 day, 13:38:57, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5021, loss_cls: 3.4968, loss: 3.4968 2020-07-02 20:15:17,426 - mmaction - INFO - Epoch [47][100/627] lr: 5.535e-02, eta: 1 day, 13:38:32, time: 0.989, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4854, loss_cls: 3.5372, loss: 3.5372 2020-07-02 20:15:35,199 - mmaction - INFO - Epoch [47][120/627] lr: 5.535e-02, eta: 1 day, 13:37:56, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4354, loss_cls: 3.6335, loss: 3.6335 2020-07-02 20:15:52,906 - mmaction - INFO - Epoch [47][140/627] lr: 5.535e-02, eta: 1 day, 13:37:19, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4854, loss_cls: 3.4800, loss: 3.4800 2020-07-02 20:16:10,657 - mmaction - INFO - Epoch [47][160/627] lr: 5.535e-02, eta: 1 day, 13:36:43, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.5132, loss: 3.5132 2020-07-02 20:16:28,499 - mmaction - INFO - Epoch [47][180/627] lr: 5.535e-02, eta: 1 day, 13:36:08, time: 0.893, data_time: 0.003, memory: 8451, top1_acc: 0.2250, top5_acc: 0.4604, loss_cls: 3.6746, loss: 3.6746 2020-07-02 20:16:46,260 - mmaction - INFO - Epoch [47][200/627] lr: 5.535e-02, eta: 1 day, 13:35:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4688, loss_cls: 3.5455, loss: 3.5455 2020-07-02 20:17:04,969 - mmaction - INFO - Epoch [47][220/627] lr: 5.535e-02, eta: 1 day, 13:35:01, time: 0.936, data_time: 0.051, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4854, loss_cls: 3.5196, loss: 3.5196 2020-07-02 20:17:22,709 - mmaction - INFO - Epoch [47][240/627] lr: 5.535e-02, eta: 1 day, 13:34:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5063, loss_cls: 3.4964, loss: 3.4964 2020-07-02 20:17:40,457 - mmaction - INFO - Epoch [47][260/627] lr: 5.535e-02, eta: 1 day, 13:33:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5104, loss_cls: 3.3759, loss: 3.3759 2020-07-02 20:17:58,244 - mmaction - INFO - Epoch [47][280/627] lr: 5.535e-02, eta: 1 day, 13:33:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4625, loss_cls: 3.6185, loss: 3.6185 2020-07-02 20:18:16,035 - mmaction - INFO - Epoch [47][300/627] lr: 5.535e-02, eta: 1 day, 13:32:37, time: 0.891, data_time: 0.009, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4833, loss_cls: 3.5656, loss: 3.5656 2020-07-02 20:18:33,963 - mmaction - INFO - Epoch [47][320/627] lr: 5.535e-02, eta: 1 day, 13:32:02, time: 0.895, data_time: 0.013, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4792, loss_cls: 3.6236, loss: 3.6236 2020-07-02 20:18:51,724 - mmaction - INFO - Epoch [47][340/627] lr: 5.535e-02, eta: 1 day, 13:31:26, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4625, loss_cls: 3.6548, loss: 3.6548 2020-07-02 20:19:09,438 - mmaction - INFO - Epoch [47][360/627] lr: 5.535e-02, eta: 1 day, 13:30:50, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.5021, loss_cls: 3.5440, loss: 3.5440 2020-07-02 20:19:27,196 - mmaction - INFO - Epoch [47][380/627] lr: 5.535e-02, eta: 1 day, 13:30:14, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5021, loss_cls: 3.5026, loss: 3.5026 2020-07-02 20:19:44,954 - mmaction - INFO - Epoch [47][400/627] lr: 5.535e-02, eta: 1 day, 13:29:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.5000, loss_cls: 3.5464, loss: 3.5464 2020-07-02 20:20:02,692 - mmaction - INFO - Epoch [47][420/627] lr: 5.535e-02, eta: 1 day, 13:29:02, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5083, loss_cls: 3.4230, loss: 3.4230 2020-07-02 20:20:20,357 - mmaction - INFO - Epoch [47][440/627] lr: 5.535e-02, eta: 1 day, 13:28:26, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4813, loss_cls: 3.5148, loss: 3.5148 2020-07-02 20:20:38,104 - mmaction - INFO - Epoch [47][460/627] lr: 5.535e-02, eta: 1 day, 13:27:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5000, loss_cls: 3.3964, loss: 3.3964 2020-07-02 20:20:55,860 - mmaction - INFO - Epoch [47][480/627] lr: 5.535e-02, eta: 1 day, 13:27:15, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4896, loss_cls: 3.4870, loss: 3.4870 2020-07-02 20:21:13,655 - mmaction - INFO - Epoch [47][500/627] lr: 5.535e-02, eta: 1 day, 13:26:39, time: 0.890, data_time: 0.006, memory: 8451, top1_acc: 0.2563, top5_acc: 0.4188, loss_cls: 3.8805, loss: 3.8805 2020-07-02 20:21:31,392 - mmaction - INFO - Epoch [47][520/627] lr: 5.535e-02, eta: 1 day, 13:26:04, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5083, loss_cls: 3.4455, loss: 3.4455 2020-07-02 20:21:49,124 - mmaction - INFO - Epoch [47][540/627] lr: 5.535e-02, eta: 1 day, 13:25:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.4979, loss_cls: 3.4565, loss: 3.4565 2020-07-02 20:22:06,856 - mmaction - INFO - Epoch [47][560/627] lr: 5.535e-02, eta: 1 day, 13:24:52, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4562, loss_cls: 3.6106, loss: 3.6106 2020-07-02 20:22:24,605 - mmaction - INFO - Epoch [47][580/627] lr: 5.535e-02, eta: 1 day, 13:24:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5396, loss_cls: 3.4500, loss: 3.4500 2020-07-02 20:22:42,367 - mmaction - INFO - Epoch [47][600/627] lr: 5.535e-02, eta: 1 day, 13:23:41, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2125, top5_acc: 0.4417, loss_cls: 3.7700, loss: 3.7700 2020-07-02 20:23:00,103 - mmaction - INFO - Epoch [47][620/627] lr: 5.535e-02, eta: 1 day, 13:23:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5083, loss_cls: 3.4757, loss: 3.4757 2020-07-02 20:25:00,723 - mmaction - INFO - Epoch [48][20/627] lr: 5.515e-02, eta: 1 day, 13:30:17, time: 5.675, data_time: 4.182, memory: 8451, top1_acc: 0.2688, top5_acc: 0.4812, loss_cls: 3.5531, loss: 3.5531 2020-07-02 20:25:18,742 - mmaction - INFO - Epoch [48][40/627] lr: 5.515e-02, eta: 1 day, 13:29:43, time: 0.902, data_time: 0.002, memory: 8451, top1_acc: 0.2188, top5_acc: 0.4542, loss_cls: 3.7333, loss: 3.7333 2020-07-02 20:25:36,346 - mmaction - INFO - Epoch [48][60/627] lr: 5.515e-02, eta: 1 day, 13:29:06, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5292, loss_cls: 3.3097, loss: 3.3097 2020-07-02 20:25:54,013 - mmaction - INFO - Epoch [48][80/627] lr: 5.515e-02, eta: 1 day, 13:28:29, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4896, loss_cls: 3.5161, loss: 3.5161 2020-07-02 20:26:11,755 - mmaction - INFO - Epoch [48][100/627] lr: 5.515e-02, eta: 1 day, 13:27:54, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5063, loss_cls: 3.4181, loss: 3.4181 2020-07-02 20:26:29,470 - mmaction - INFO - Epoch [48][120/627] lr: 5.515e-02, eta: 1 day, 13:27:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4938, loss_cls: 3.5036, loss: 3.5036 2020-07-02 20:26:47,150 - mmaction - INFO - Epoch [48][140/627] lr: 5.515e-02, eta: 1 day, 13:26:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4896, loss_cls: 3.5515, loss: 3.5515 2020-07-02 20:27:04,867 - mmaction - INFO - Epoch [48][160/627] lr: 5.515e-02, eta: 1 day, 13:26:06, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4833, loss_cls: 3.5447, loss: 3.5447 2020-07-02 20:27:22,604 - mmaction - INFO - Epoch [48][180/627] lr: 5.515e-02, eta: 1 day, 13:25:30, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4667, loss_cls: 3.4993, loss: 3.4993 2020-07-02 20:27:40,331 - mmaction - INFO - Epoch [48][200/627] lr: 5.515e-02, eta: 1 day, 13:24:54, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4521, loss_cls: 3.6756, loss: 3.6756 2020-07-02 20:27:58,068 - mmaction - INFO - Epoch [48][220/627] lr: 5.515e-02, eta: 1 day, 13:24:18, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.4607, loss: 3.4607 2020-07-02 20:28:15,960 - mmaction - INFO - Epoch [48][240/627] lr: 5.515e-02, eta: 1 day, 13:23:44, time: 0.894, data_time: 0.011, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4958, loss_cls: 3.4418, loss: 3.4418 2020-07-02 20:28:33,711 - mmaction - INFO - Epoch [48][260/627] lr: 5.515e-02, eta: 1 day, 13:23:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4979, loss_cls: 3.5158, loss: 3.5158 2020-07-02 20:28:51,493 - mmaction - INFO - Epoch [48][280/627] lr: 5.515e-02, eta: 1 day, 13:22:32, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4625, loss_cls: 3.5506, loss: 3.5506 2020-07-02 20:29:09,195 - mmaction - INFO - Epoch [48][300/627] lr: 5.515e-02, eta: 1 day, 13:21:57, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5271, loss_cls: 3.3901, loss: 3.3901 2020-07-02 20:29:26,993 - mmaction - INFO - Epoch [48][320/627] lr: 5.515e-02, eta: 1 day, 13:21:21, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5042, loss_cls: 3.4563, loss: 3.4563 2020-07-02 20:29:44,702 - mmaction - INFO - Epoch [48][340/627] lr: 5.515e-02, eta: 1 day, 13:20:46, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4979, loss_cls: 3.4766, loss: 3.4766 2020-07-02 20:30:02,462 - mmaction - INFO - Epoch [48][360/627] lr: 5.515e-02, eta: 1 day, 13:20:11, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4813, loss_cls: 3.5785, loss: 3.5785 2020-07-02 20:30:20,186 - mmaction - INFO - Epoch [48][380/627] lr: 5.515e-02, eta: 1 day, 13:19:35, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5292, loss_cls: 3.3969, loss: 3.3969 2020-07-02 20:30:37,869 - mmaction - INFO - Epoch [48][400/627] lr: 5.515e-02, eta: 1 day, 13:18:59, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4708, loss_cls: 3.6366, loss: 3.6366 2020-07-02 20:30:55,611 - mmaction - INFO - Epoch [48][420/627] lr: 5.515e-02, eta: 1 day, 13:18:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4750, loss_cls: 3.5635, loss: 3.5635 2020-07-02 20:31:13,372 - mmaction - INFO - Epoch [48][440/627] lr: 5.515e-02, eta: 1 day, 13:17:49, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.4958, loss_cls: 3.3896, loss: 3.3896 2020-07-02 20:31:31,152 - mmaction - INFO - Epoch [48][460/627] lr: 5.515e-02, eta: 1 day, 13:17:13, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5062, loss_cls: 3.3833, loss: 3.3833 2020-07-02 20:31:48,837 - mmaction - INFO - Epoch [48][480/627] lr: 5.515e-02, eta: 1 day, 13:16:38, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4688, loss_cls: 3.5753, loss: 3.5753 2020-07-02 20:32:06,566 - mmaction - INFO - Epoch [48][500/627] lr: 5.515e-02, eta: 1 day, 13:16:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4458, loss_cls: 3.5561, loss: 3.5561 2020-07-02 20:32:24,331 - mmaction - INFO - Epoch [48][520/627] lr: 5.515e-02, eta: 1 day, 13:15:27, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3859, loss: 3.3859 2020-07-02 20:32:42,055 - mmaction - INFO - Epoch [48][540/627] lr: 5.515e-02, eta: 1 day, 13:14:52, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4792, loss_cls: 3.5455, loss: 3.5455 2020-07-02 20:32:59,836 - mmaction - INFO - Epoch [48][560/627] lr: 5.515e-02, eta: 1 day, 13:14:17, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4896, loss_cls: 3.5432, loss: 3.5432 2020-07-02 20:33:17,544 - mmaction - INFO - Epoch [48][580/627] lr: 5.515e-02, eta: 1 day, 13:13:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5125, loss_cls: 3.4837, loss: 3.4837 2020-07-02 20:33:35,347 - mmaction - INFO - Epoch [48][600/627] lr: 5.515e-02, eta: 1 day, 13:13:07, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4833, loss_cls: 3.4900, loss: 3.4900 2020-07-02 20:33:53,109 - mmaction - INFO - Epoch [48][620/627] lr: 5.515e-02, eta: 1 day, 13:12:32, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4958, loss_cls: 3.4355, loss: 3.4355 2020-07-02 20:34:00,065 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-02 20:35:44,324 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 20:35:45,278 - mmaction - INFO - top1_acc 0.2152 top5_acc 0.4083 2020-07-02 20:35:45,278 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 20:35:45,403 - mmaction - INFO - mean_acc 0.2150 2020-07-02 20:35:45,410 - mmaction - INFO - Epoch [48][627/627] lr: 5.515e-02, top1_acc: 0.2152, top5_acc: 0.4083, mean_class_accuracy: 0.2150 2020-07-02 20:37:32,809 - mmaction - INFO - Epoch [49][20/627] lr: 5.494e-02, eta: 1 day, 13:18:58, time: 5.369, data_time: 4.461, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5021, loss_cls: 3.4647, loss: 3.4647 2020-07-02 20:37:50,542 - mmaction - INFO - Epoch [49][40/627] lr: 5.494e-02, eta: 1 day, 13:18:22, time: 0.886, data_time: 0.010, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5083, loss_cls: 3.3998, loss: 3.3998 2020-07-02 20:38:08,201 - mmaction - INFO - Epoch [49][60/627] lr: 5.494e-02, eta: 1 day, 13:17:46, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5000, loss_cls: 3.4347, loss: 3.4347 2020-07-02 20:38:25,844 - mmaction - INFO - Epoch [49][80/627] lr: 5.494e-02, eta: 1 day, 13:17:11, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4833, loss_cls: 3.4412, loss: 3.4412 2020-07-02 20:38:43,532 - mmaction - INFO - Epoch [49][100/627] lr: 5.494e-02, eta: 1 day, 13:16:35, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4875, loss_cls: 3.5153, loss: 3.5153 2020-07-02 20:39:01,232 - mmaction - INFO - Epoch [49][120/627] lr: 5.494e-02, eta: 1 day, 13:15:59, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.4497, loss: 3.4497 2020-07-02 20:39:18,944 - mmaction - INFO - Epoch [49][140/627] lr: 5.494e-02, eta: 1 day, 13:15:24, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.4646, loss_cls: 3.5691, loss: 3.5691 2020-07-02 20:39:36,620 - mmaction - INFO - Epoch [49][160/627] lr: 5.494e-02, eta: 1 day, 13:14:48, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4688, loss_cls: 3.6223, loss: 3.6223 2020-07-02 20:39:54,374 - mmaction - INFO - Epoch [49][180/627] lr: 5.494e-02, eta: 1 day, 13:14:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5146, loss_cls: 3.4382, loss: 3.4382 2020-07-02 20:40:12,510 - mmaction - INFO - Epoch [49][200/627] lr: 5.494e-02, eta: 1 day, 13:13:40, time: 0.907, data_time: 0.001, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4792, loss_cls: 3.5307, loss: 3.5307 2020-07-02 20:40:30,563 - mmaction - INFO - Epoch [49][220/627] lr: 5.494e-02, eta: 1 day, 13:13:06, time: 0.898, data_time: 0.013, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5146, loss_cls: 3.5057, loss: 3.5057 2020-07-02 20:40:48,426 - mmaction - INFO - Epoch [49][240/627] lr: 5.494e-02, eta: 1 day, 13:12:32, time: 0.898, data_time: 0.015, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4833, loss_cls: 3.4935, loss: 3.4935 2020-07-02 20:41:06,354 - mmaction - INFO - Epoch [49][260/627] lr: 5.494e-02, eta: 1 day, 13:11:57, time: 0.895, data_time: 0.013, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4687, loss_cls: 3.6526, loss: 3.6526 2020-07-02 20:41:24,076 - mmaction - INFO - Epoch [49][280/627] lr: 5.494e-02, eta: 1 day, 13:11:22, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4479, loss_cls: 3.7054, loss: 3.7054 2020-07-02 20:41:41,821 - mmaction - INFO - Epoch [49][300/627] lr: 5.494e-02, eta: 1 day, 13:10:47, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5375, loss_cls: 3.3294, loss: 3.3294 2020-07-02 20:41:59,575 - mmaction - INFO - Epoch [49][320/627] lr: 5.494e-02, eta: 1 day, 13:10:12, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4937, loss_cls: 3.5569, loss: 3.5569 2020-07-02 20:42:17,326 - mmaction - INFO - Epoch [49][340/627] lr: 5.494e-02, eta: 1 day, 13:09:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4583, loss_cls: 3.6266, loss: 3.6266 2020-07-02 20:42:35,086 - mmaction - INFO - Epoch [49][360/627] lr: 5.494e-02, eta: 1 day, 13:09:02, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5250, loss_cls: 3.4592, loss: 3.4592 2020-07-02 20:42:52,821 - mmaction - INFO - Epoch [49][380/627] lr: 5.494e-02, eta: 1 day, 13:08:27, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4458, loss_cls: 3.6482, loss: 3.6482 2020-07-02 20:43:10,556 - mmaction - INFO - Epoch [49][400/627] lr: 5.494e-02, eta: 1 day, 13:07:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4750, loss_cls: 3.5885, loss: 3.5885 2020-07-02 20:43:28,345 - mmaction - INFO - Epoch [49][420/627] lr: 5.494e-02, eta: 1 day, 13:07:17, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5146, loss_cls: 3.4944, loss: 3.4944 2020-07-02 20:43:46,103 - mmaction - INFO - Epoch [49][440/627] lr: 5.494e-02, eta: 1 day, 13:06:43, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4667, loss_cls: 3.5793, loss: 3.5793 2020-07-02 20:44:03,896 - mmaction - INFO - Epoch [49][460/627] lr: 5.494e-02, eta: 1 day, 13:06:08, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4896, loss_cls: 3.5169, loss: 3.5169 2020-07-02 20:44:21,612 - mmaction - INFO - Epoch [49][480/627] lr: 5.494e-02, eta: 1 day, 13:05:33, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2688, top5_acc: 0.4687, loss_cls: 3.5740, loss: 3.5740 2020-07-02 20:44:39,388 - mmaction - INFO - Epoch [49][500/627] lr: 5.494e-02, eta: 1 day, 13:04:58, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2354, top5_acc: 0.4771, loss_cls: 3.5298, loss: 3.5298 2020-07-02 20:44:57,173 - mmaction - INFO - Epoch [49][520/627] lr: 5.494e-02, eta: 1 day, 13:04:24, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4625, loss_cls: 3.5928, loss: 3.5928 2020-07-02 20:45:14,960 - mmaction - INFO - Epoch [49][540/627] lr: 5.494e-02, eta: 1 day, 13:03:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4792, loss_cls: 3.6143, loss: 3.6143 2020-07-02 20:45:32,835 - mmaction - INFO - Epoch [49][560/627] lr: 5.494e-02, eta: 1 day, 13:03:15, time: 0.898, data_time: 0.015, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5021, loss_cls: 3.4606, loss: 3.4606 2020-07-02 20:45:50,858 - mmaction - INFO - Epoch [49][580/627] lr: 5.494e-02, eta: 1 day, 13:02:41, time: 0.897, data_time: 0.013, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4917, loss_cls: 3.4403, loss: 3.4403 2020-07-02 20:46:08,748 - mmaction - INFO - Epoch [49][600/627] lr: 5.494e-02, eta: 1 day, 13:02:08, time: 0.898, data_time: 0.014, memory: 8451, top1_acc: 0.2292, top5_acc: 0.4833, loss_cls: 3.6182, loss: 3.6182 2020-07-02 20:46:26,525 - mmaction - INFO - Epoch [49][620/627] lr: 5.494e-02, eta: 1 day, 13:01:33, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4750, loss_cls: 3.6467, loss: 3.6467 2020-07-02 20:48:16,639 - mmaction - INFO - Epoch [50][20/627] lr: 5.474e-02, eta: 1 day, 13:07:26, time: 5.155, data_time: 4.244, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4688, loss_cls: 3.5782, loss: 3.5782 2020-07-02 20:48:34,243 - mmaction - INFO - Epoch [50][40/627] lr: 5.474e-02, eta: 1 day, 13:06:50, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4688, loss_cls: 3.4783, loss: 3.4783 2020-07-02 20:48:52,073 - mmaction - INFO - Epoch [50][60/627] lr: 5.474e-02, eta: 1 day, 13:06:15, time: 0.892, data_time: 0.014, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5167, loss_cls: 3.4896, loss: 3.4896 2020-07-02 20:49:09,775 - mmaction - INFO - Epoch [50][80/627] lr: 5.474e-02, eta: 1 day, 13:05:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4667, loss_cls: 3.4605, loss: 3.4605 2020-07-02 20:49:27,498 - mmaction - INFO - Epoch [50][100/627] lr: 5.474e-02, eta: 1 day, 13:05:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4813, loss_cls: 3.4908, loss: 3.4908 2020-07-02 20:49:45,168 - mmaction - INFO - Epoch [50][120/627] lr: 5.474e-02, eta: 1 day, 13:04:30, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5229, loss_cls: 3.4676, loss: 3.4676 2020-07-02 20:50:05,012 - mmaction - INFO - Epoch [50][140/627] lr: 5.474e-02, eta: 1 day, 13:04:05, time: 0.984, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5104, loss_cls: 3.4022, loss: 3.4022 2020-07-02 20:50:22,865 - mmaction - INFO - Epoch [50][160/627] lr: 5.474e-02, eta: 1 day, 13:03:31, time: 0.901, data_time: 0.017, memory: 8451, top1_acc: 0.2313, top5_acc: 0.4604, loss_cls: 3.5849, loss: 3.5849 2020-07-02 20:50:40,554 - mmaction - INFO - Epoch [50][180/627] lr: 5.474e-02, eta: 1 day, 13:02:56, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4813, loss_cls: 3.5207, loss: 3.5207 2020-07-02 20:50:58,258 - mmaction - INFO - Epoch [50][200/627] lr: 5.474e-02, eta: 1 day, 13:02:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4958, loss_cls: 3.4893, loss: 3.4893 2020-07-02 20:51:15,951 - mmaction - INFO - Epoch [50][220/627] lr: 5.474e-02, eta: 1 day, 13:01:46, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4792, loss_cls: 3.5410, loss: 3.5410 2020-07-02 20:51:33,662 - mmaction - INFO - Epoch [50][240/627] lr: 5.474e-02, eta: 1 day, 13:01:11, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5083, loss_cls: 3.4006, loss: 3.4006 2020-07-02 20:51:51,382 - mmaction - INFO - Epoch [50][260/627] lr: 5.474e-02, eta: 1 day, 13:00:37, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4667, loss_cls: 3.6160, loss: 3.6160 2020-07-02 20:52:09,146 - mmaction - INFO - Epoch [50][280/627] lr: 5.474e-02, eta: 1 day, 13:00:02, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4958, loss_cls: 3.4822, loss: 3.4822 2020-07-02 20:52:26,809 - mmaction - INFO - Epoch [50][300/627] lr: 5.474e-02, eta: 1 day, 12:59:27, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5167, loss_cls: 3.5373, loss: 3.5373 2020-07-02 20:52:44,553 - mmaction - INFO - Epoch [50][320/627] lr: 5.474e-02, eta: 1 day, 12:58:52, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4771, loss_cls: 3.4243, loss: 3.4243 2020-07-02 20:53:02,310 - mmaction - INFO - Epoch [50][340/627] lr: 5.474e-02, eta: 1 day, 12:58:18, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5271, loss_cls: 3.4806, loss: 3.4806 2020-07-02 20:53:20,106 - mmaction - INFO - Epoch [50][360/627] lr: 5.474e-02, eta: 1 day, 12:57:44, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4750, loss_cls: 3.5462, loss: 3.5462 2020-07-02 20:53:37,825 - mmaction - INFO - Epoch [50][380/627] lr: 5.474e-02, eta: 1 day, 12:57:09, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4938, loss_cls: 3.5476, loss: 3.5476 2020-07-02 20:53:55,584 - mmaction - INFO - Epoch [50][400/627] lr: 5.474e-02, eta: 1 day, 12:56:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5125, loss_cls: 3.5167, loss: 3.5167 2020-07-02 20:54:13,306 - mmaction - INFO - Epoch [50][420/627] lr: 5.474e-02, eta: 1 day, 12:56:00, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4813, loss_cls: 3.4894, loss: 3.4894 2020-07-02 20:54:31,047 - mmaction - INFO - Epoch [50][440/627] lr: 5.474e-02, eta: 1 day, 12:55:25, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5000, loss_cls: 3.3939, loss: 3.3939 2020-07-02 20:54:48,804 - mmaction - INFO - Epoch [50][460/627] lr: 5.474e-02, eta: 1 day, 12:54:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4896, loss_cls: 3.5627, loss: 3.5627 2020-07-02 20:55:06,576 - mmaction - INFO - Epoch [50][480/627] lr: 5.474e-02, eta: 1 day, 12:54:17, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.5217, loss: 3.5217 2020-07-02 20:55:24,319 - mmaction - INFO - Epoch [50][500/627] lr: 5.474e-02, eta: 1 day, 12:53:42, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5042, loss_cls: 3.4715, loss: 3.4715 2020-07-02 20:55:42,054 - mmaction - INFO - Epoch [50][520/627] lr: 5.474e-02, eta: 1 day, 12:53:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4750, loss_cls: 3.5193, loss: 3.5193 2020-07-02 20:55:59,754 - mmaction - INFO - Epoch [50][540/627] lr: 5.474e-02, eta: 1 day, 12:52:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4917, loss_cls: 3.4925, loss: 3.4925 2020-07-02 20:56:17,483 - mmaction - INFO - Epoch [50][560/627] lr: 5.474e-02, eta: 1 day, 12:51:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4896, loss_cls: 3.4565, loss: 3.4565 2020-07-02 20:56:35,255 - mmaction - INFO - Epoch [50][580/627] lr: 5.474e-02, eta: 1 day, 12:51:25, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5104, loss_cls: 3.4470, loss: 3.4470 2020-07-02 20:56:53,054 - mmaction - INFO - Epoch [50][600/627] lr: 5.474e-02, eta: 1 day, 12:50:51, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4896, loss_cls: 3.5175, loss: 3.5175 2020-07-02 20:57:10,744 - mmaction - INFO - Epoch [50][620/627] lr: 5.474e-02, eta: 1 day, 12:50:16, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5021, loss_cls: 3.4228, loss: 3.4228 2020-07-02 20:59:14,095 - mmaction - INFO - Epoch [51][20/627] lr: 5.453e-02, eta: 1 day, 12:56:50, time: 5.684, data_time: 4.779, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5042, loss_cls: 3.2917, loss: 3.2917 2020-07-02 20:59:31,735 - mmaction - INFO - Epoch [51][40/627] lr: 5.453e-02, eta: 1 day, 12:56:15, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5167, loss_cls: 3.4833, loss: 3.4833 2020-07-02 20:59:49,371 - mmaction - INFO - Epoch [51][60/627] lr: 5.453e-02, eta: 1 day, 12:55:40, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5167, loss_cls: 3.4023, loss: 3.4023 2020-07-02 21:00:15,611 - mmaction - INFO - Epoch [51][80/627] lr: 5.453e-02, eta: 1 day, 12:55:46, time: 1.304, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4750, loss_cls: 3.5046, loss: 3.5046 2020-07-02 21:00:33,267 - mmaction - INFO - Epoch [51][100/627] lr: 5.453e-02, eta: 1 day, 12:55:12, time: 0.890, data_time: 0.010, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4938, loss_cls: 3.5010, loss: 3.5010 2020-07-02 21:00:50,940 - mmaction - INFO - Epoch [51][120/627] lr: 5.453e-02, eta: 1 day, 12:54:37, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5292, loss_cls: 3.4426, loss: 3.4426 2020-07-02 21:01:08,641 - mmaction - INFO - Epoch [51][140/627] lr: 5.453e-02, eta: 1 day, 12:54:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.6128, loss: 3.6128 2020-07-02 21:01:26,349 - mmaction - INFO - Epoch [51][160/627] lr: 5.453e-02, eta: 1 day, 12:53:27, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.5146, loss_cls: 3.5300, loss: 3.5300 2020-07-02 21:01:44,049 - mmaction - INFO - Epoch [51][180/627] lr: 5.453e-02, eta: 1 day, 12:52:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4917, loss_cls: 3.4178, loss: 3.4178 2020-07-02 21:02:01,757 - mmaction - INFO - Epoch [51][200/627] lr: 5.453e-02, eta: 1 day, 12:52:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4771, loss_cls: 3.6134, loss: 3.6134 2020-07-02 21:02:19,423 - mmaction - INFO - Epoch [51][220/627] lr: 5.453e-02, eta: 1 day, 12:51:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4792, loss_cls: 3.4471, loss: 3.4471 2020-07-02 21:02:37,143 - mmaction - INFO - Epoch [51][240/627] lr: 5.453e-02, eta: 1 day, 12:51:09, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5021, loss_cls: 3.6172, loss: 3.6172 2020-07-02 21:02:54,914 - mmaction - INFO - Epoch [51][260/627] lr: 5.453e-02, eta: 1 day, 12:50:35, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4833, loss_cls: 3.5170, loss: 3.5170 2020-07-02 21:03:12,600 - mmaction - INFO - Epoch [51][280/627] lr: 5.453e-02, eta: 1 day, 12:50:00, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3104, top5_acc: 0.4979, loss_cls: 3.3941, loss: 3.3941 2020-07-02 21:03:30,356 - mmaction - INFO - Epoch [51][300/627] lr: 5.453e-02, eta: 1 day, 12:49:26, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4646, loss_cls: 3.6306, loss: 3.6306 2020-07-02 21:03:48,095 - mmaction - INFO - Epoch [51][320/627] lr: 5.453e-02, eta: 1 day, 12:48:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4813, loss_cls: 3.4816, loss: 3.4816 2020-07-02 21:04:05,827 - mmaction - INFO - Epoch [51][340/627] lr: 5.453e-02, eta: 1 day, 12:48:17, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4917, loss_cls: 3.4717, loss: 3.4717 2020-07-02 21:04:23,564 - mmaction - INFO - Epoch [51][360/627] lr: 5.453e-02, eta: 1 day, 12:47:43, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4771, loss_cls: 3.6585, loss: 3.6585 2020-07-02 21:04:41,300 - mmaction - INFO - Epoch [51][380/627] lr: 5.453e-02, eta: 1 day, 12:47:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5000, loss_cls: 3.5881, loss: 3.5881 2020-07-02 21:04:59,086 - mmaction - INFO - Epoch [51][400/627] lr: 5.453e-02, eta: 1 day, 12:46:35, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4896, loss_cls: 3.4961, loss: 3.4961 2020-07-02 21:05:17,177 - mmaction - INFO - Epoch [51][420/627] lr: 5.453e-02, eta: 1 day, 12:46:03, time: 0.904, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5021, loss_cls: 3.4661, loss: 3.4661 2020-07-02 21:05:34,991 - mmaction - INFO - Epoch [51][440/627] lr: 5.453e-02, eta: 1 day, 12:45:29, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5229, loss_cls: 3.4483, loss: 3.4483 2020-07-02 21:05:52,721 - mmaction - INFO - Epoch [51][460/627] lr: 5.453e-02, eta: 1 day, 12:44:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5271, loss_cls: 3.2691, loss: 3.2691 2020-07-02 21:06:10,490 - mmaction - INFO - Epoch [51][480/627] lr: 5.453e-02, eta: 1 day, 12:44:21, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.5021, loss_cls: 3.5438, loss: 3.5438 2020-07-02 21:06:28,212 - mmaction - INFO - Epoch [51][500/627] lr: 5.453e-02, eta: 1 day, 12:43:47, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4814, loss: 3.4814 2020-07-02 21:06:45,943 - mmaction - INFO - Epoch [51][520/627] lr: 5.453e-02, eta: 1 day, 12:43:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5333, loss_cls: 3.2070, loss: 3.2070 2020-07-02 21:07:03,692 - mmaction - INFO - Epoch [51][540/627] lr: 5.453e-02, eta: 1 day, 12:42:39, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4771, loss_cls: 3.5361, loss: 3.5361 2020-07-02 21:07:21,431 - mmaction - INFO - Epoch [51][560/627] lr: 5.453e-02, eta: 1 day, 12:42:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5229, loss_cls: 3.3776, loss: 3.3776 2020-07-02 21:07:39,230 - mmaction - INFO - Epoch [51][580/627] lr: 5.453e-02, eta: 1 day, 12:41:31, time: 0.890, data_time: 0.005, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5271, loss_cls: 3.3441, loss: 3.3441 2020-07-02 21:07:56,950 - mmaction - INFO - Epoch [51][600/627] lr: 5.453e-02, eta: 1 day, 12:40:57, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4917, loss_cls: 3.4203, loss: 3.4203 2020-07-02 21:08:14,669 - mmaction - INFO - Epoch [51][620/627] lr: 5.453e-02, eta: 1 day, 12:40:23, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4813, loss_cls: 3.5830, loss: 3.5830 2020-07-02 21:10:26,027 - mmaction - INFO - Epoch [52][20/627] lr: 5.431e-02, eta: 1 day, 12:47:07, time: 5.925, data_time: 5.044, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5021, loss_cls: 3.3475, loss: 3.3475 2020-07-02 21:10:43,628 - mmaction - INFO - Epoch [52][40/627] lr: 5.431e-02, eta: 1 day, 12:46:32, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4958, loss_cls: 3.4674, loss: 3.4674 2020-07-02 21:11:01,259 - mmaction - INFO - Epoch [52][60/627] lr: 5.431e-02, eta: 1 day, 12:45:58, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5313, loss_cls: 3.3307, loss: 3.3307 2020-07-02 21:11:18,907 - mmaction - INFO - Epoch [52][80/627] lr: 5.431e-02, eta: 1 day, 12:45:23, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5021, loss_cls: 3.4527, loss: 3.4527 2020-07-02 21:11:36,551 - mmaction - INFO - Epoch [52][100/627] lr: 5.431e-02, eta: 1 day, 12:44:48, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4750, loss_cls: 3.5466, loss: 3.5466 2020-07-02 21:11:54,284 - mmaction - INFO - Epoch [52][120/627] lr: 5.431e-02, eta: 1 day, 12:44:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5042, loss_cls: 3.4494, loss: 3.4494 2020-07-02 21:12:11,956 - mmaction - INFO - Epoch [52][140/627] lr: 5.431e-02, eta: 1 day, 12:43:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4750, loss_cls: 3.4954, loss: 3.4954 2020-07-02 21:12:29,641 - mmaction - INFO - Epoch [52][160/627] lr: 5.431e-02, eta: 1 day, 12:43:05, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4667, loss_cls: 3.6043, loss: 3.6043 2020-07-02 21:12:47,343 - mmaction - INFO - Epoch [52][180/627] lr: 5.431e-02, eta: 1 day, 12:42:31, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5083, loss_cls: 3.3582, loss: 3.3582 2020-07-02 21:13:05,107 - mmaction - INFO - Epoch [52][200/627] lr: 5.431e-02, eta: 1 day, 12:41:57, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5375, loss_cls: 3.3662, loss: 3.3662 2020-07-02 21:13:22,825 - mmaction - INFO - Epoch [52][220/627] lr: 5.431e-02, eta: 1 day, 12:41:23, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5292, loss_cls: 3.3531, loss: 3.3531 2020-07-02 21:13:40,545 - mmaction - INFO - Epoch [52][240/627] lr: 5.431e-02, eta: 1 day, 12:40:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4917, loss_cls: 3.5035, loss: 3.5035 2020-07-02 21:13:58,261 - mmaction - INFO - Epoch [52][260/627] lr: 5.431e-02, eta: 1 day, 12:40:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4667, loss_cls: 3.5918, loss: 3.5918 2020-07-02 21:14:15,996 - mmaction - INFO - Epoch [52][280/627] lr: 5.431e-02, eta: 1 day, 12:39:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5125, loss_cls: 3.4177, loss: 3.4177 2020-07-02 21:14:33,627 - mmaction - INFO - Epoch [52][300/627] lr: 5.431e-02, eta: 1 day, 12:39:06, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4917, loss_cls: 3.4552, loss: 3.4552 2020-07-02 21:14:51,383 - mmaction - INFO - Epoch [52][320/627] lr: 5.431e-02, eta: 1 day, 12:38:32, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4875, loss_cls: 3.4320, loss: 3.4320 2020-07-02 21:15:09,222 - mmaction - INFO - Epoch [52][340/627] lr: 5.431e-02, eta: 1 day, 12:37:59, time: 0.893, data_time: 0.002, memory: 8451, top1_acc: 0.2688, top5_acc: 0.4896, loss_cls: 3.5052, loss: 3.5052 2020-07-02 21:15:26,890 - mmaction - INFO - Epoch [52][360/627] lr: 5.431e-02, eta: 1 day, 12:37:25, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4875, loss_cls: 3.5442, loss: 3.5442 2020-07-02 21:15:44,634 - mmaction - INFO - Epoch [52][380/627] lr: 5.431e-02, eta: 1 day, 12:36:51, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4875, loss_cls: 3.5241, loss: 3.5241 2020-07-02 21:16:02,327 - mmaction - INFO - Epoch [52][400/627] lr: 5.431e-02, eta: 1 day, 12:36:17, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4604, loss_cls: 3.6255, loss: 3.6255 2020-07-02 21:16:20,056 - mmaction - INFO - Epoch [52][420/627] lr: 5.431e-02, eta: 1 day, 12:35:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5000, loss_cls: 3.3675, loss: 3.3675 2020-07-02 21:16:37,759 - mmaction - INFO - Epoch [52][440/627] lr: 5.431e-02, eta: 1 day, 12:35:09, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5208, loss_cls: 3.4140, loss: 3.4140 2020-07-02 21:16:55,481 - mmaction - INFO - Epoch [52][460/627] lr: 5.431e-02, eta: 1 day, 12:34:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5063, loss_cls: 3.4247, loss: 3.4247 2020-07-02 21:17:13,239 - mmaction - INFO - Epoch [52][480/627] lr: 5.431e-02, eta: 1 day, 12:34:02, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4938, loss_cls: 3.4368, loss: 3.4368 2020-07-02 21:17:30,989 - mmaction - INFO - Epoch [52][500/627] lr: 5.431e-02, eta: 1 day, 12:33:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4854, loss_cls: 3.4943, loss: 3.4943 2020-07-02 21:17:48,722 - mmaction - INFO - Epoch [52][520/627] lr: 5.431e-02, eta: 1 day, 12:32:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5292, loss_cls: 3.2515, loss: 3.2515 2020-07-02 21:18:06,414 - mmaction - INFO - Epoch [52][540/627] lr: 5.431e-02, eta: 1 day, 12:32:20, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4896, loss_cls: 3.4643, loss: 3.4643 2020-07-02 21:18:24,129 - mmaction - INFO - Epoch [52][560/627] lr: 5.431e-02, eta: 1 day, 12:31:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5000, loss_cls: 3.4456, loss: 3.4456 2020-07-02 21:18:41,840 - mmaction - INFO - Epoch [52][580/627] lr: 5.431e-02, eta: 1 day, 12:31:13, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4438, loss_cls: 3.7529, loss: 3.7529 2020-07-02 21:18:59,550 - mmaction - INFO - Epoch [52][600/627] lr: 5.431e-02, eta: 1 day, 12:30:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4958, loss_cls: 3.4556, loss: 3.4556 2020-07-02 21:19:17,261 - mmaction - INFO - Epoch [52][620/627] lr: 5.431e-02, eta: 1 day, 12:30:06, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4604, loss_cls: 3.6561, loss: 3.6561 2020-07-02 21:21:06,220 - mmaction - INFO - Epoch [53][20/627] lr: 5.410e-02, eta: 1 day, 12:35:23, time: 5.118, data_time: 4.208, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4812, loss_cls: 3.5345, loss: 3.5345 2020-07-02 21:21:23,815 - mmaction - INFO - Epoch [53][40/627] lr: 5.410e-02, eta: 1 day, 12:34:49, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5083, loss_cls: 3.4140, loss: 3.4140 2020-07-02 21:21:41,456 - mmaction - INFO - Epoch [53][60/627] lr: 5.410e-02, eta: 1 day, 12:34:15, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5104, loss_cls: 3.3662, loss: 3.3662 2020-07-02 21:21:59,159 - mmaction - INFO - Epoch [53][80/627] lr: 5.410e-02, eta: 1 day, 12:33:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4958, loss_cls: 3.5111, loss: 3.5111 2020-07-02 21:22:16,841 - mmaction - INFO - Epoch [53][100/627] lr: 5.410e-02, eta: 1 day, 12:33:07, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4896, loss_cls: 3.5043, loss: 3.5043 2020-07-02 21:22:34,599 - mmaction - INFO - Epoch [53][120/627] lr: 5.410e-02, eta: 1 day, 12:32:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2563, top5_acc: 0.4958, loss_cls: 3.5552, loss: 3.5552 2020-07-02 21:22:52,343 - mmaction - INFO - Epoch [53][140/627] lr: 5.410e-02, eta: 1 day, 12:31:59, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4708, loss_cls: 3.6010, loss: 3.6010 2020-07-02 21:23:10,025 - mmaction - INFO - Epoch [53][160/627] lr: 5.410e-02, eta: 1 day, 12:31:25, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3187, top5_acc: 0.4958, loss_cls: 3.4547, loss: 3.4547 2020-07-02 21:23:27,748 - mmaction - INFO - Epoch [53][180/627] lr: 5.410e-02, eta: 1 day, 12:30:52, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5250, loss_cls: 3.3151, loss: 3.3151 2020-07-02 21:23:45,468 - mmaction - INFO - Epoch [53][200/627] lr: 5.410e-02, eta: 1 day, 12:30:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4875, loss_cls: 3.5249, loss: 3.5249 2020-07-02 21:24:03,206 - mmaction - INFO - Epoch [53][220/627] lr: 5.410e-02, eta: 1 day, 12:29:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4604, loss_cls: 3.6898, loss: 3.6898 2020-07-02 21:24:20,902 - mmaction - INFO - Epoch [53][240/627] lr: 5.410e-02, eta: 1 day, 12:29:11, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5083, loss_cls: 3.4533, loss: 3.4533 2020-07-02 21:24:38,580 - mmaction - INFO - Epoch [53][260/627] lr: 5.410e-02, eta: 1 day, 12:28:37, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5208, loss_cls: 3.2709, loss: 3.2709 2020-07-02 21:24:56,274 - mmaction - INFO - Epoch [53][280/627] lr: 5.410e-02, eta: 1 day, 12:28:03, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4854, loss_cls: 3.5105, loss: 3.5105 2020-07-02 21:25:14,346 - mmaction - INFO - Epoch [53][300/627] lr: 5.410e-02, eta: 1 day, 12:27:31, time: 0.905, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4771, loss_cls: 3.4419, loss: 3.4419 2020-07-02 21:25:32,117 - mmaction - INFO - Epoch [53][320/627] lr: 5.410e-02, eta: 1 day, 12:26:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5000, loss_cls: 3.4878, loss: 3.4878 2020-07-02 21:25:49,845 - mmaction - INFO - Epoch [53][340/627] lr: 5.410e-02, eta: 1 day, 12:26:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5250, loss_cls: 3.3272, loss: 3.3272 2020-07-02 21:26:07,585 - mmaction - INFO - Epoch [53][360/627] lr: 5.410e-02, eta: 1 day, 12:25:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4896, loss_cls: 3.4189, loss: 3.4189 2020-07-02 21:26:25,337 - mmaction - INFO - Epoch [53][380/627] lr: 5.410e-02, eta: 1 day, 12:25:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4854, loss_cls: 3.6036, loss: 3.6036 2020-07-02 21:26:43,069 - mmaction - INFO - Epoch [53][400/627] lr: 5.410e-02, eta: 1 day, 12:24:44, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.4958, loss_cls: 3.4425, loss: 3.4425 2020-07-02 21:27:00,735 - mmaction - INFO - Epoch [53][420/627] lr: 5.410e-02, eta: 1 day, 12:24:10, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4542, loss_cls: 3.5977, loss: 3.5977 2020-07-02 21:27:18,458 - mmaction - INFO - Epoch [53][440/627] lr: 5.410e-02, eta: 1 day, 12:23:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4750, loss_cls: 3.5737, loss: 3.5737 2020-07-02 21:27:36,174 - mmaction - INFO - Epoch [53][460/627] lr: 5.410e-02, eta: 1 day, 12:23:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5021, loss_cls: 3.4587, loss: 3.4587 2020-07-02 21:27:53,878 - mmaction - INFO - Epoch [53][480/627] lr: 5.410e-02, eta: 1 day, 12:22:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5042, loss_cls: 3.3901, loss: 3.3901 2020-07-02 21:28:11,637 - mmaction - INFO - Epoch [53][500/627] lr: 5.410e-02, eta: 1 day, 12:21:56, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4979, loss_cls: 3.4202, loss: 3.4202 2020-07-02 21:28:29,316 - mmaction - INFO - Epoch [53][520/627] lr: 5.410e-02, eta: 1 day, 12:21:23, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3000, top5_acc: 0.4958, loss_cls: 3.3806, loss: 3.3806 2020-07-02 21:28:47,048 - mmaction - INFO - Epoch [53][540/627] lr: 5.410e-02, eta: 1 day, 12:20:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4917, loss_cls: 3.4831, loss: 3.4831 2020-07-02 21:29:04,739 - mmaction - INFO - Epoch [53][560/627] lr: 5.410e-02, eta: 1 day, 12:20:16, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4562, loss_cls: 3.6533, loss: 3.6533 2020-07-02 21:29:22,449 - mmaction - INFO - Epoch [53][580/627] lr: 5.410e-02, eta: 1 day, 12:19:43, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5250, loss_cls: 3.4376, loss: 3.4376 2020-07-02 21:29:40,215 - mmaction - INFO - Epoch [53][600/627] lr: 5.410e-02, eta: 1 day, 12:19:10, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.4545, loss: 3.4545 2020-07-02 21:29:57,932 - mmaction - INFO - Epoch [53][620/627] lr: 5.410e-02, eta: 1 day, 12:18:36, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5167, loss_cls: 3.4425, loss: 3.4425 2020-07-02 21:31:46,080 - mmaction - INFO - Epoch [54][20/627] lr: 5.388e-02, eta: 1 day, 12:23:39, time: 5.050, data_time: 3.553, memory: 8451, top1_acc: 0.2813, top5_acc: 0.4958, loss_cls: 3.4466, loss: 3.4466 2020-07-02 21:32:03,793 - mmaction - INFO - Epoch [54][40/627] lr: 5.388e-02, eta: 1 day, 12:23:05, time: 0.886, data_time: 0.011, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5146, loss_cls: 3.4060, loss: 3.4060 2020-07-02 21:32:21,428 - mmaction - INFO - Epoch [54][60/627] lr: 5.388e-02, eta: 1 day, 12:22:31, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4958, loss_cls: 3.5321, loss: 3.5321 2020-07-02 21:32:39,091 - mmaction - INFO - Epoch [54][80/627] lr: 5.388e-02, eta: 1 day, 12:21:58, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4979, loss_cls: 3.4696, loss: 3.4696 2020-07-02 21:32:56,796 - mmaction - INFO - Epoch [54][100/627] lr: 5.388e-02, eta: 1 day, 12:21:24, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5083, loss_cls: 3.4229, loss: 3.4229 2020-07-02 21:33:14,514 - mmaction - INFO - Epoch [54][120/627] lr: 5.388e-02, eta: 1 day, 12:20:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4750, loss_cls: 3.4866, loss: 3.4866 2020-07-02 21:33:32,251 - mmaction - INFO - Epoch [54][140/627] lr: 5.388e-02, eta: 1 day, 12:20:17, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4458, loss_cls: 3.6888, loss: 3.6888 2020-07-02 21:33:49,948 - mmaction - INFO - Epoch [54][160/627] lr: 5.388e-02, eta: 1 day, 12:19:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4792, loss_cls: 3.5326, loss: 3.5326 2020-07-02 21:34:07,651 - mmaction - INFO - Epoch [54][180/627] lr: 5.388e-02, eta: 1 day, 12:19:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4958, loss_cls: 3.5714, loss: 3.5714 2020-07-02 21:34:25,402 - mmaction - INFO - Epoch [54][200/627] lr: 5.388e-02, eta: 1 day, 12:18:37, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5229, loss_cls: 3.4137, loss: 3.4137 2020-07-02 21:34:43,175 - mmaction - INFO - Epoch [54][220/627] lr: 5.388e-02, eta: 1 day, 12:18:04, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5333, loss_cls: 3.2833, loss: 3.2833 2020-07-02 21:35:00,953 - mmaction - INFO - Epoch [54][240/627] lr: 5.388e-02, eta: 1 day, 12:17:31, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5479, loss_cls: 3.3388, loss: 3.3388 2020-07-02 21:35:21,306 - mmaction - INFO - Epoch [54][260/627] lr: 5.388e-02, eta: 1 day, 12:17:09, time: 1.019, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5229, loss_cls: 3.4137, loss: 3.4137 2020-07-02 21:35:39,413 - mmaction - INFO - Epoch [54][280/627] lr: 5.388e-02, eta: 1 day, 12:16:38, time: 0.906, data_time: 0.008, memory: 8451, top1_acc: 0.3042, top5_acc: 0.4875, loss_cls: 3.3921, loss: 3.3921 2020-07-02 21:35:57,084 - mmaction - INFO - Epoch [54][300/627] lr: 5.388e-02, eta: 1 day, 12:16:04, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5229, loss_cls: 3.3615, loss: 3.3615 2020-07-02 21:36:14,816 - mmaction - INFO - Epoch [54][320/627] lr: 5.388e-02, eta: 1 day, 12:15:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4792, loss_cls: 3.5386, loss: 3.5386 2020-07-02 21:36:32,583 - mmaction - INFO - Epoch [54][340/627] lr: 5.388e-02, eta: 1 day, 12:14:58, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4938, loss_cls: 3.4944, loss: 3.4944 2020-07-02 21:36:50,372 - mmaction - INFO - Epoch [54][360/627] lr: 5.388e-02, eta: 1 day, 12:14:26, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4562, loss_cls: 3.6123, loss: 3.6123 2020-07-02 21:37:08,042 - mmaction - INFO - Epoch [54][380/627] lr: 5.388e-02, eta: 1 day, 12:13:52, time: 0.883, data_time: 0.000, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4646, loss_cls: 3.5660, loss: 3.5660 2020-07-02 21:37:25,788 - mmaction - INFO - Epoch [54][400/627] lr: 5.388e-02, eta: 1 day, 12:13:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4729, loss_cls: 3.4726, loss: 3.4726 2020-07-02 21:37:43,521 - mmaction - INFO - Epoch [54][420/627] lr: 5.388e-02, eta: 1 day, 12:12:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4750, loss_cls: 3.5515, loss: 3.5515 2020-07-02 21:38:01,230 - mmaction - INFO - Epoch [54][440/627] lr: 5.388e-02, eta: 1 day, 12:12:13, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5146, loss_cls: 3.4235, loss: 3.4235 2020-07-02 21:38:18,932 - mmaction - INFO - Epoch [54][460/627] lr: 5.388e-02, eta: 1 day, 12:11:40, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4813, loss_cls: 3.5340, loss: 3.5340 2020-07-02 21:38:36,646 - mmaction - INFO - Epoch [54][480/627] lr: 5.388e-02, eta: 1 day, 12:11:07, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4688, loss_cls: 3.5065, loss: 3.5065 2020-07-02 21:38:54,358 - mmaction - INFO - Epoch [54][500/627] lr: 5.388e-02, eta: 1 day, 12:10:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5354, loss_cls: 3.2986, loss: 3.2986 2020-07-02 21:39:12,094 - mmaction - INFO - Epoch [54][520/627] lr: 5.388e-02, eta: 1 day, 12:10:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4813, loss_cls: 3.5522, loss: 3.5522 2020-07-02 21:39:29,851 - mmaction - INFO - Epoch [54][540/627] lr: 5.388e-02, eta: 1 day, 12:09:28, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5125, loss_cls: 3.4789, loss: 3.4789 2020-07-02 21:39:47,555 - mmaction - INFO - Epoch [54][560/627] lr: 5.388e-02, eta: 1 day, 12:08:55, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5083, loss_cls: 3.4647, loss: 3.4647 2020-07-02 21:40:05,320 - mmaction - INFO - Epoch [54][580/627] lr: 5.388e-02, eta: 1 day, 12:08:22, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4750, loss_cls: 3.5231, loss: 3.5231 2020-07-02 21:40:22,991 - mmaction - INFO - Epoch [54][600/627] lr: 5.388e-02, eta: 1 day, 12:07:49, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5375, loss_cls: 3.3288, loss: 3.3288 2020-07-02 21:40:40,708 - mmaction - INFO - Epoch [54][620/627] lr: 5.388e-02, eta: 1 day, 12:07:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5000, loss_cls: 3.4334, loss: 3.4334 2020-07-02 21:42:58,502 - mmaction - INFO - Epoch [55][20/627] lr: 5.365e-02, eta: 1 day, 12:14:13, time: 6.450, data_time: 4.961, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4979, loss_cls: 3.4385, loss: 3.4385 2020-07-02 21:43:16,092 - mmaction - INFO - Epoch [55][40/627] lr: 5.365e-02, eta: 1 day, 12:13:39, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4854, loss_cls: 3.4901, loss: 3.4901 2020-07-02 21:43:33,739 - mmaction - INFO - Epoch [55][60/627] lr: 5.365e-02, eta: 1 day, 12:13:05, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4896, loss_cls: 3.5047, loss: 3.5047 2020-07-02 21:43:51,364 - mmaction - INFO - Epoch [55][80/627] lr: 5.365e-02, eta: 1 day, 12:12:32, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4813, loss_cls: 3.4728, loss: 3.4728 2020-07-02 21:44:09,052 - mmaction - INFO - Epoch [55][100/627] lr: 5.365e-02, eta: 1 day, 12:11:58, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5083, loss_cls: 3.4169, loss: 3.4169 2020-07-02 21:44:26,725 - mmaction - INFO - Epoch [55][120/627] lr: 5.365e-02, eta: 1 day, 12:11:25, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.5000, loss_cls: 3.4403, loss: 3.4403 2020-07-02 21:44:44,447 - mmaction - INFO - Epoch [55][140/627] lr: 5.365e-02, eta: 1 day, 12:10:52, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5042, loss_cls: 3.3301, loss: 3.3301 2020-07-02 21:45:02,642 - mmaction - INFO - Epoch [55][160/627] lr: 5.365e-02, eta: 1 day, 12:10:21, time: 0.911, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5104, loss_cls: 3.3884, loss: 3.3884 2020-07-02 21:45:20,340 - mmaction - INFO - Epoch [55][180/627] lr: 5.365e-02, eta: 1 day, 12:09:48, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4979, loss_cls: 3.5637, loss: 3.5637 2020-07-02 21:45:38,049 - mmaction - INFO - Epoch [55][200/627] lr: 5.365e-02, eta: 1 day, 12:09:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4896, loss_cls: 3.5544, loss: 3.5544 2020-07-02 21:45:55,750 - mmaction - INFO - Epoch [55][220/627] lr: 5.365e-02, eta: 1 day, 12:08:42, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4521, loss_cls: 3.6408, loss: 3.6408 2020-07-02 21:46:13,486 - mmaction - INFO - Epoch [55][240/627] lr: 5.365e-02, eta: 1 day, 12:08:08, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5062, loss_cls: 3.4390, loss: 3.4390 2020-07-02 21:46:31,173 - mmaction - INFO - Epoch [55][260/627] lr: 5.365e-02, eta: 1 day, 12:07:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5396, loss_cls: 3.2138, loss: 3.2138 2020-07-02 21:46:48,932 - mmaction - INFO - Epoch [55][280/627] lr: 5.365e-02, eta: 1 day, 12:07:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5083, loss_cls: 3.4789, loss: 3.4789 2020-07-02 21:47:06,688 - mmaction - INFO - Epoch [55][300/627] lr: 5.365e-02, eta: 1 day, 12:06:30, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.2583, top5_acc: 0.5042, loss_cls: 3.4177, loss: 3.4177 2020-07-02 21:47:24,377 - mmaction - INFO - Epoch [55][320/627] lr: 5.365e-02, eta: 1 day, 12:05:57, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5333, loss_cls: 3.2214, loss: 3.2214 2020-07-02 21:47:42,117 - mmaction - INFO - Epoch [55][340/627] lr: 5.365e-02, eta: 1 day, 12:05:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4354, loss_cls: 3.6999, loss: 3.6999 2020-07-02 21:47:59,841 - mmaction - INFO - Epoch [55][360/627] lr: 5.365e-02, eta: 1 day, 12:04:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4833, loss_cls: 3.6269, loss: 3.6269 2020-07-02 21:48:17,541 - mmaction - INFO - Epoch [55][380/627] lr: 5.365e-02, eta: 1 day, 12:04:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.5021, loss_cls: 3.4689, loss: 3.4689 2020-07-02 21:48:35,251 - mmaction - INFO - Epoch [55][400/627] lr: 5.365e-02, eta: 1 day, 12:03:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4687, loss_cls: 3.5877, loss: 3.5877 2020-07-02 21:48:52,982 - mmaction - INFO - Epoch [55][420/627] lr: 5.365e-02, eta: 1 day, 12:03:12, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4979, loss_cls: 3.4824, loss: 3.4824 2020-07-02 21:49:10,745 - mmaction - INFO - Epoch [55][440/627] lr: 5.365e-02, eta: 1 day, 12:02:40, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4688, loss_cls: 3.6191, loss: 3.6191 2020-07-02 21:49:28,498 - mmaction - INFO - Epoch [55][460/627] lr: 5.365e-02, eta: 1 day, 12:02:07, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4667, loss_cls: 3.5806, loss: 3.5806 2020-07-02 21:49:46,190 - mmaction - INFO - Epoch [55][480/627] lr: 5.365e-02, eta: 1 day, 12:01:34, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.5167, loss_cls: 3.4679, loss: 3.4679 2020-07-02 21:50:03,917 - mmaction - INFO - Epoch [55][500/627] lr: 5.365e-02, eta: 1 day, 12:01:01, time: 0.887, data_time: 0.005, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3567, loss: 3.3567 2020-07-02 21:50:21,586 - mmaction - INFO - Epoch [55][520/627] lr: 5.365e-02, eta: 1 day, 12:00:28, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4875, loss_cls: 3.6335, loss: 3.6335 2020-07-02 21:50:39,276 - mmaction - INFO - Epoch [55][540/627] lr: 5.365e-02, eta: 1 day, 11:59:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4750, loss_cls: 3.5593, loss: 3.5593 2020-07-02 21:50:56,968 - mmaction - INFO - Epoch [55][560/627] lr: 5.365e-02, eta: 1 day, 11:59:23, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4625, loss_cls: 3.6283, loss: 3.6283 2020-07-02 21:51:14,625 - mmaction - INFO - Epoch [55][580/627] lr: 5.365e-02, eta: 1 day, 11:58:50, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4729, loss_cls: 3.5246, loss: 3.5246 2020-07-02 21:51:32,329 - mmaction - INFO - Epoch [55][600/627] lr: 5.365e-02, eta: 1 day, 11:58:17, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5250, loss_cls: 3.3915, loss: 3.3915 2020-07-02 21:51:50,052 - mmaction - INFO - Epoch [55][620/627] lr: 5.365e-02, eta: 1 day, 11:57:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4833, loss_cls: 3.4810, loss: 3.4810 2020-07-02 21:54:35,536 - mmaction - INFO - Epoch [56][20/627] lr: 5.342e-02, eta: 1 day, 12:06:31, time: 7.867, data_time: 6.927, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5146, loss_cls: 3.4700, loss: 3.4700 2020-07-02 21:54:53,117 - mmaction - INFO - Epoch [56][40/627] lr: 5.342e-02, eta: 1 day, 12:05:57, time: 0.881, data_time: 0.006, memory: 8451, top1_acc: 0.2437, top5_acc: 0.4521, loss_cls: 3.7089, loss: 3.7089 2020-07-02 21:55:12,801 - mmaction - INFO - Epoch [56][60/627] lr: 5.342e-02, eta: 1 day, 12:05:32, time: 0.983, data_time: 0.002, memory: 8451, top1_acc: 0.2417, top5_acc: 0.4542, loss_cls: 3.6227, loss: 3.6227 2020-07-02 21:55:30,498 - mmaction - INFO - Epoch [56][80/627] lr: 5.342e-02, eta: 1 day, 12:04:59, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3224, loss: 3.3224 2020-07-02 21:55:48,137 - mmaction - INFO - Epoch [56][100/627] lr: 5.342e-02, eta: 1 day, 12:04:26, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5063, loss_cls: 3.4562, loss: 3.4562 2020-07-02 21:56:05,806 - mmaction - INFO - Epoch [56][120/627] lr: 5.342e-02, eta: 1 day, 12:03:53, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4813, loss_cls: 3.5477, loss: 3.5477 2020-07-02 21:56:23,505 - mmaction - INFO - Epoch [56][140/627] lr: 5.342e-02, eta: 1 day, 12:03:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5396, loss_cls: 3.3361, loss: 3.3361 2020-07-02 21:56:41,176 - mmaction - INFO - Epoch [56][160/627] lr: 5.342e-02, eta: 1 day, 12:02:47, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2563, top5_acc: 0.4708, loss_cls: 3.4979, loss: 3.4979 2020-07-02 21:56:58,894 - mmaction - INFO - Epoch [56][180/627] lr: 5.342e-02, eta: 1 day, 12:02:13, time: 0.884, data_time: 0.000, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4646, loss_cls: 3.5272, loss: 3.5272 2020-07-02 21:57:16,558 - mmaction - INFO - Epoch [56][200/627] lr: 5.342e-02, eta: 1 day, 12:01:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5313, loss_cls: 3.3839, loss: 3.3839 2020-07-02 21:57:34,244 - mmaction - INFO - Epoch [56][220/627] lr: 5.342e-02, eta: 1 day, 12:01:07, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5021, loss_cls: 3.4253, loss: 3.4253 2020-07-02 21:57:52,021 - mmaction - INFO - Epoch [56][240/627] lr: 5.342e-02, eta: 1 day, 12:00:35, time: 0.889, data_time: 0.008, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4833, loss_cls: 3.5203, loss: 3.5203 2020-07-02 21:58:09,823 - mmaction - INFO - Epoch [56][260/627] lr: 5.342e-02, eta: 1 day, 12:00:02, time: 0.890, data_time: 0.001, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4854, loss_cls: 3.5311, loss: 3.5311 2020-07-02 21:58:27,491 - mmaction - INFO - Epoch [56][280/627] lr: 5.342e-02, eta: 1 day, 11:59:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5396, loss_cls: 3.3347, loss: 3.3347 2020-07-02 21:58:45,203 - mmaction - INFO - Epoch [56][300/627] lr: 5.342e-02, eta: 1 day, 11:58:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4813, loss_cls: 3.5016, loss: 3.5016 2020-07-02 21:59:02,918 - mmaction - INFO - Epoch [56][320/627] lr: 5.342e-02, eta: 1 day, 11:58:24, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4833, loss_cls: 3.5079, loss: 3.5079 2020-07-02 21:59:20,621 - mmaction - INFO - Epoch [56][340/627] lr: 5.342e-02, eta: 1 day, 11:57:51, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4958, loss_cls: 3.4440, loss: 3.4440 2020-07-02 21:59:38,335 - mmaction - INFO - Epoch [56][360/627] lr: 5.342e-02, eta: 1 day, 11:57:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4562, loss_cls: 3.4858, loss: 3.4858 2020-07-02 21:59:56,045 - mmaction - INFO - Epoch [56][380/627] lr: 5.342e-02, eta: 1 day, 11:56:45, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5250, loss_cls: 3.3249, loss: 3.3249 2020-07-02 22:00:23,773 - mmaction - INFO - Epoch [56][400/627] lr: 5.342e-02, eta: 1 day, 11:56:54, time: 1.381, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4875, loss_cls: 3.4498, loss: 3.4498 2020-07-02 22:00:41,496 - mmaction - INFO - Epoch [56][420/627] lr: 5.342e-02, eta: 1 day, 11:56:22, time: 0.891, data_time: 0.012, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4667, loss_cls: 3.6466, loss: 3.6466 2020-07-02 22:00:59,256 - mmaction - INFO - Epoch [56][440/627] lr: 5.342e-02, eta: 1 day, 11:55:49, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4583, loss_cls: 3.6213, loss: 3.6213 2020-07-02 22:01:17,041 - mmaction - INFO - Epoch [56][460/627] lr: 5.342e-02, eta: 1 day, 11:55:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5083, loss_cls: 3.3366, loss: 3.3366 2020-07-02 22:01:34,702 - mmaction - INFO - Epoch [56][480/627] lr: 5.342e-02, eta: 1 day, 11:54:44, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4854, loss_cls: 3.4579, loss: 3.4579 2020-07-02 22:01:52,448 - mmaction - INFO - Epoch [56][500/627] lr: 5.342e-02, eta: 1 day, 11:54:11, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4979, loss_cls: 3.4805, loss: 3.4805 2020-07-02 22:02:10,195 - mmaction - INFO - Epoch [56][520/627] lr: 5.342e-02, eta: 1 day, 11:53:39, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4917, loss_cls: 3.5728, loss: 3.5728 2020-07-02 22:02:27,938 - mmaction - INFO - Epoch [56][540/627] lr: 5.342e-02, eta: 1 day, 11:53:06, time: 0.886, data_time: 0.005, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4979, loss_cls: 3.5303, loss: 3.5303 2020-07-02 22:02:45,699 - mmaction - INFO - Epoch [56][560/627] lr: 5.342e-02, eta: 1 day, 11:52:34, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4792, loss_cls: 3.5539, loss: 3.5539 2020-07-02 22:03:03,419 - mmaction - INFO - Epoch [56][580/627] lr: 5.342e-02, eta: 1 day, 11:52:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5188, loss_cls: 3.3856, loss: 3.3856 2020-07-02 22:03:21,193 - mmaction - INFO - Epoch [56][600/627] lr: 5.342e-02, eta: 1 day, 11:51:29, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4771, loss_cls: 3.5324, loss: 3.5324 2020-07-02 22:03:38,840 - mmaction - INFO - Epoch [56][620/627] lr: 5.342e-02, eta: 1 day, 11:50:56, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4383, loss: 3.4383 2020-07-02 22:03:54,054 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-02 22:05:52,213 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 22:05:53,145 - mmaction - INFO - top1_acc 0.2663 top5_acc 0.4907 2020-07-02 22:05:53,145 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 22:05:53,223 - mmaction - INFO - mean_acc 0.2661 2020-07-02 22:05:53,230 - mmaction - INFO - Epoch [56][627/627] lr: 5.342e-02, top1_acc: 0.2663, top5_acc: 0.4907, mean_class_accuracy: 0.2661 2020-07-02 22:07:30,986 - mmaction - INFO - Epoch [57][20/627] lr: 5.319e-02, eta: 1 day, 11:55:20, time: 4.886, data_time: 3.990, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5292, loss_cls: 3.3504, loss: 3.3504 2020-07-02 22:07:48,609 - mmaction - INFO - Epoch [57][40/627] lr: 5.319e-02, eta: 1 day, 11:54:47, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4979, loss_cls: 3.5370, loss: 3.5370 2020-07-02 22:08:06,170 - mmaction - INFO - Epoch [57][60/627] lr: 5.319e-02, eta: 1 day, 11:54:13, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4813, loss_cls: 3.5181, loss: 3.5181 2020-07-02 22:08:23,822 - mmaction - INFO - Epoch [57][80/627] lr: 5.319e-02, eta: 1 day, 11:53:40, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4958, loss_cls: 3.4787, loss: 3.4787 2020-07-02 22:08:41,517 - mmaction - INFO - Epoch [57][100/627] lr: 5.319e-02, eta: 1 day, 11:53:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4979, loss_cls: 3.4730, loss: 3.4730 2020-07-02 22:08:59,223 - mmaction - INFO - Epoch [57][120/627] lr: 5.319e-02, eta: 1 day, 11:52:35, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5000, loss_cls: 3.4576, loss: 3.4576 2020-07-02 22:09:16,865 - mmaction - INFO - Epoch [57][140/627] lr: 5.319e-02, eta: 1 day, 11:52:02, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4958, loss_cls: 3.4721, loss: 3.4721 2020-07-02 22:09:34,538 - mmaction - INFO - Epoch [57][160/627] lr: 5.319e-02, eta: 1 day, 11:51:29, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4958, loss_cls: 3.4325, loss: 3.4325 2020-07-02 22:09:52,231 - mmaction - INFO - Epoch [57][180/627] lr: 5.319e-02, eta: 1 day, 11:50:56, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5250, loss_cls: 3.3495, loss: 3.3495 2020-07-02 22:10:10,035 - mmaction - INFO - Epoch [57][200/627] lr: 5.319e-02, eta: 1 day, 11:50:24, time: 0.888, data_time: 0.005, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4979, loss_cls: 3.4876, loss: 3.4876 2020-07-02 22:10:27,759 - mmaction - INFO - Epoch [57][220/627] lr: 5.319e-02, eta: 1 day, 11:49:52, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5042, loss_cls: 3.4981, loss: 3.4981 2020-07-02 22:10:45,488 - mmaction - INFO - Epoch [57][240/627] lr: 5.319e-02, eta: 1 day, 11:49:19, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5458, loss_cls: 3.3200, loss: 3.3200 2020-07-02 22:11:03,357 - mmaction - INFO - Epoch [57][260/627] lr: 5.319e-02, eta: 1 day, 11:48:47, time: 0.897, data_time: 0.014, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4854, loss_cls: 3.5932, loss: 3.5932 2020-07-02 22:11:21,506 - mmaction - INFO - Epoch [57][280/627] lr: 5.319e-02, eta: 1 day, 11:48:16, time: 0.900, data_time: 0.013, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5208, loss_cls: 3.3757, loss: 3.3757 2020-07-02 22:11:39,329 - mmaction - INFO - Epoch [57][300/627] lr: 5.319e-02, eta: 1 day, 11:47:44, time: 0.898, data_time: 0.017, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5167, loss_cls: 3.3850, loss: 3.3850 2020-07-02 22:11:57,034 - mmaction - INFO - Epoch [57][320/627] lr: 5.319e-02, eta: 1 day, 11:47:12, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5188, loss_cls: 3.4465, loss: 3.4465 2020-07-02 22:12:14,706 - mmaction - INFO - Epoch [57][340/627] lr: 5.319e-02, eta: 1 day, 11:46:39, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4750, loss_cls: 3.4810, loss: 3.4810 2020-07-02 22:12:32,431 - mmaction - INFO - Epoch [57][360/627] lr: 5.319e-02, eta: 1 day, 11:46:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5250, loss_cls: 3.3578, loss: 3.3578 2020-07-02 22:12:50,174 - mmaction - INFO - Epoch [57][380/627] lr: 5.319e-02, eta: 1 day, 11:45:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4938, loss_cls: 3.4396, loss: 3.4396 2020-07-02 22:13:07,846 - mmaction - INFO - Epoch [57][400/627] lr: 5.319e-02, eta: 1 day, 11:45:02, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4771, loss_cls: 3.4764, loss: 3.4764 2020-07-02 22:13:25,586 - mmaction - INFO - Epoch [57][420/627] lr: 5.319e-02, eta: 1 day, 11:44:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5146, loss_cls: 3.4429, loss: 3.4429 2020-07-02 22:13:43,294 - mmaction - INFO - Epoch [57][440/627] lr: 5.319e-02, eta: 1 day, 11:43:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4917, loss_cls: 3.5560, loss: 3.5560 2020-07-02 22:14:01,055 - mmaction - INFO - Epoch [57][460/627] lr: 5.319e-02, eta: 1 day, 11:43:25, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5250, loss_cls: 3.2919, loss: 3.2919 2020-07-02 22:14:18,782 - mmaction - INFO - Epoch [57][480/627] lr: 5.319e-02, eta: 1 day, 11:42:53, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5167, loss_cls: 3.4592, loss: 3.4592 2020-07-02 22:14:36,534 - mmaction - INFO - Epoch [57][500/627] lr: 5.319e-02, eta: 1 day, 11:42:21, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5458, loss_cls: 3.2476, loss: 3.2476 2020-07-02 22:14:54,188 - mmaction - INFO - Epoch [57][520/627] lr: 5.319e-02, eta: 1 day, 11:41:48, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5167, loss_cls: 3.2963, loss: 3.2963 2020-07-02 22:15:11,902 - mmaction - INFO - Epoch [57][540/627] lr: 5.319e-02, eta: 1 day, 11:41:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.4958, loss_cls: 3.4786, loss: 3.4786 2020-07-02 22:15:29,653 - mmaction - INFO - Epoch [57][560/627] lr: 5.319e-02, eta: 1 day, 11:40:44, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2312, top5_acc: 0.4500, loss_cls: 3.7169, loss: 3.7169 2020-07-02 22:15:47,362 - mmaction - INFO - Epoch [57][580/627] lr: 5.319e-02, eta: 1 day, 11:40:12, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5021, loss_cls: 3.4444, loss: 3.4444 2020-07-02 22:16:05,116 - mmaction - INFO - Epoch [57][600/627] lr: 5.319e-02, eta: 1 day, 11:39:40, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4750, loss_cls: 3.5726, loss: 3.5726 2020-07-02 22:16:22,825 - mmaction - INFO - Epoch [57][620/627] lr: 5.319e-02, eta: 1 day, 11:39:07, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5021, loss_cls: 3.4875, loss: 3.4875 2020-07-02 22:18:27,402 - mmaction - INFO - Epoch [58][20/627] lr: 5.296e-02, eta: 1 day, 11:44:44, time: 5.879, data_time: 3.892, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5271, loss_cls: 3.3828, loss: 3.3828 2020-07-02 22:18:45,011 - mmaction - INFO - Epoch [58][40/627] lr: 5.296e-02, eta: 1 day, 11:44:11, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5083, loss_cls: 3.4519, loss: 3.4519 2020-07-02 22:19:02,615 - mmaction - INFO - Epoch [58][60/627] lr: 5.296e-02, eta: 1 day, 11:43:38, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5500, loss_cls: 3.3548, loss: 3.3548 2020-07-02 22:19:20,290 - mmaction - INFO - Epoch [58][80/627] lr: 5.296e-02, eta: 1 day, 11:43:06, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.5240, loss: 3.5240 2020-07-02 22:19:37,954 - mmaction - INFO - Epoch [58][100/627] lr: 5.296e-02, eta: 1 day, 11:42:33, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5063, loss_cls: 3.5761, loss: 3.5761 2020-07-02 22:19:55,650 - mmaction - INFO - Epoch [58][120/627] lr: 5.296e-02, eta: 1 day, 11:42:01, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4854, loss_cls: 3.5286, loss: 3.5286 2020-07-02 22:20:13,334 - mmaction - INFO - Epoch [58][140/627] lr: 5.296e-02, eta: 1 day, 11:41:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5208, loss_cls: 3.3746, loss: 3.3746 2020-07-02 22:20:31,044 - mmaction - INFO - Epoch [58][160/627] lr: 5.296e-02, eta: 1 day, 11:40:56, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5333, loss_cls: 3.3283, loss: 3.3283 2020-07-02 22:20:48,743 - mmaction - INFO - Epoch [58][180/627] lr: 5.296e-02, eta: 1 day, 11:40:23, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5063, loss_cls: 3.2771, loss: 3.2771 2020-07-02 22:21:06,411 - mmaction - INFO - Epoch [58][200/627] lr: 5.296e-02, eta: 1 day, 11:39:51, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5208, loss_cls: 3.2964, loss: 3.2964 2020-07-02 22:21:24,164 - mmaction - INFO - Epoch [58][220/627] lr: 5.296e-02, eta: 1 day, 11:39:19, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5187, loss_cls: 3.3966, loss: 3.3966 2020-07-02 22:21:41,856 - mmaction - INFO - Epoch [58][240/627] lr: 5.296e-02, eta: 1 day, 11:38:46, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4958, loss_cls: 3.4562, loss: 3.4562 2020-07-02 22:21:59,571 - mmaction - INFO - Epoch [58][260/627] lr: 5.296e-02, eta: 1 day, 11:38:14, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5458, loss_cls: 3.2742, loss: 3.2742 2020-07-02 22:22:17,287 - mmaction - INFO - Epoch [58][280/627] lr: 5.296e-02, eta: 1 day, 11:37:42, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5542, loss_cls: 3.3033, loss: 3.3033 2020-07-02 22:22:35,072 - mmaction - INFO - Epoch [58][300/627] lr: 5.296e-02, eta: 1 day, 11:37:10, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5042, loss_cls: 3.4111, loss: 3.4111 2020-07-02 22:22:52,786 - mmaction - INFO - Epoch [58][320/627] lr: 5.296e-02, eta: 1 day, 11:36:38, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5229, loss_cls: 3.4018, loss: 3.4018 2020-07-02 22:23:10,545 - mmaction - INFO - Epoch [58][340/627] lr: 5.296e-02, eta: 1 day, 11:36:06, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5208, loss_cls: 3.2398, loss: 3.2398 2020-07-02 22:23:28,273 - mmaction - INFO - Epoch [58][360/627] lr: 5.296e-02, eta: 1 day, 11:35:34, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4979, loss_cls: 3.5797, loss: 3.5797 2020-07-02 22:23:46,015 - mmaction - INFO - Epoch [58][380/627] lr: 5.296e-02, eta: 1 day, 11:35:02, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.3958, loss: 3.3958 2020-07-02 22:24:03,772 - mmaction - INFO - Epoch [58][400/627] lr: 5.296e-02, eta: 1 day, 11:34:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4771, loss_cls: 3.5715, loss: 3.5715 2020-07-02 22:24:21,477 - mmaction - INFO - Epoch [58][420/627] lr: 5.296e-02, eta: 1 day, 11:33:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4708, loss_cls: 3.5653, loss: 3.5653 2020-07-02 22:24:39,200 - mmaction - INFO - Epoch [58][440/627] lr: 5.296e-02, eta: 1 day, 11:33:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5000, loss_cls: 3.3721, loss: 3.3721 2020-07-02 22:24:56,919 - mmaction - INFO - Epoch [58][460/627] lr: 5.296e-02, eta: 1 day, 11:32:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5146, loss_cls: 3.3592, loss: 3.3592 2020-07-02 22:25:14,651 - mmaction - INFO - Epoch [58][480/627] lr: 5.296e-02, eta: 1 day, 11:32:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.5208, loss_cls: 3.4455, loss: 3.4455 2020-07-02 22:25:32,400 - mmaction - INFO - Epoch [58][500/627] lr: 5.296e-02, eta: 1 day, 11:31:50, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5333, loss_cls: 3.3274, loss: 3.3274 2020-07-02 22:25:50,142 - mmaction - INFO - Epoch [58][520/627] lr: 5.296e-02, eta: 1 day, 11:31:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5146, loss_cls: 3.4056, loss: 3.4056 2020-07-02 22:26:07,920 - mmaction - INFO - Epoch [58][540/627] lr: 5.296e-02, eta: 1 day, 11:30:46, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5083, loss_cls: 3.4216, loss: 3.4216 2020-07-02 22:26:25,645 - mmaction - INFO - Epoch [58][560/627] lr: 5.296e-02, eta: 1 day, 11:30:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5458, loss_cls: 3.2683, loss: 3.2683 2020-07-02 22:26:43,410 - mmaction - INFO - Epoch [58][580/627] lr: 5.296e-02, eta: 1 day, 11:29:42, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5063, loss_cls: 3.4415, loss: 3.4415 2020-07-02 22:27:01,100 - mmaction - INFO - Epoch [58][600/627] lr: 5.296e-02, eta: 1 day, 11:29:10, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5167, loss_cls: 3.3467, loss: 3.3467 2020-07-02 22:27:18,851 - mmaction - INFO - Epoch [58][620/627] lr: 5.296e-02, eta: 1 day, 11:28:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5167, loss_cls: 3.3254, loss: 3.3254 2020-07-02 22:30:05,328 - mmaction - INFO - Epoch [59][20/627] lr: 5.272e-02, eta: 1 day, 11:36:48, time: 7.923, data_time: 6.796, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4500, loss_cls: 3.6152, loss: 3.6152 2020-07-02 22:30:23,063 - mmaction - INFO - Epoch [59][40/627] lr: 5.272e-02, eta: 1 day, 11:36:16, time: 0.889, data_time: 0.014, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.2387, loss: 3.2387 2020-07-02 22:30:40,649 - mmaction - INFO - Epoch [59][60/627] lr: 5.272e-02, eta: 1 day, 11:35:43, time: 0.878, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4750, loss_cls: 3.5284, loss: 3.5284 2020-07-02 22:30:58,265 - mmaction - INFO - Epoch [59][80/627] lr: 5.272e-02, eta: 1 day, 11:35:10, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4917, loss_cls: 3.3993, loss: 3.3993 2020-07-02 22:31:16,188 - mmaction - INFO - Epoch [59][100/627] lr: 5.272e-02, eta: 1 day, 11:34:39, time: 0.894, data_time: 0.013, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5292, loss_cls: 3.3648, loss: 3.3648 2020-07-02 22:31:33,937 - mmaction - INFO - Epoch [59][120/627] lr: 5.272e-02, eta: 1 day, 11:34:07, time: 0.890, data_time: 0.009, memory: 8451, top1_acc: 0.3000, top5_acc: 0.4896, loss_cls: 3.4209, loss: 3.4209 2020-07-02 22:31:51,636 - mmaction - INFO - Epoch [59][140/627] lr: 5.272e-02, eta: 1 day, 11:33:35, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5104, loss_cls: 3.3744, loss: 3.3744 2020-07-02 22:32:09,350 - mmaction - INFO - Epoch [59][160/627] lr: 5.272e-02, eta: 1 day, 11:33:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5333, loss_cls: 3.3760, loss: 3.3760 2020-07-02 22:32:27,055 - mmaction - INFO - Epoch [59][180/627] lr: 5.272e-02, eta: 1 day, 11:32:30, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4729, loss_cls: 3.5116, loss: 3.5116 2020-07-02 22:32:44,786 - mmaction - INFO - Epoch [59][200/627] lr: 5.272e-02, eta: 1 day, 11:31:58, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5271, loss_cls: 3.4450, loss: 3.4450 2020-07-02 22:33:02,541 - mmaction - INFO - Epoch [59][220/627] lr: 5.272e-02, eta: 1 day, 11:31:26, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5187, loss_cls: 3.5941, loss: 3.5941 2020-07-02 22:33:20,288 - mmaction - INFO - Epoch [59][240/627] lr: 5.272e-02, eta: 1 day, 11:30:54, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.4917, loss_cls: 3.3418, loss: 3.3418 2020-07-02 22:33:37,964 - mmaction - INFO - Epoch [59][260/627] lr: 5.272e-02, eta: 1 day, 11:30:22, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4792, loss_cls: 3.4939, loss: 3.4939 2020-07-02 22:33:55,636 - mmaction - INFO - Epoch [59][280/627] lr: 5.272e-02, eta: 1 day, 11:29:50, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5146, loss_cls: 3.3895, loss: 3.3895 2020-07-02 22:34:13,409 - mmaction - INFO - Epoch [59][300/627] lr: 5.272e-02, eta: 1 day, 11:29:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5104, loss_cls: 3.3646, loss: 3.3646 2020-07-02 22:34:31,103 - mmaction - INFO - Epoch [59][320/627] lr: 5.272e-02, eta: 1 day, 11:28:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5104, loss_cls: 3.4695, loss: 3.4695 2020-07-02 22:34:48,937 - mmaction - INFO - Epoch [59][340/627] lr: 5.272e-02, eta: 1 day, 11:28:14, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5375, loss_cls: 3.3409, loss: 3.3409 2020-07-02 22:35:06,726 - mmaction - INFO - Epoch [59][360/627] lr: 5.272e-02, eta: 1 day, 11:27:43, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5000, loss_cls: 3.4477, loss: 3.4477 2020-07-02 22:35:24,430 - mmaction - INFO - Epoch [59][380/627] lr: 5.272e-02, eta: 1 day, 11:27:10, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5333, loss_cls: 3.2416, loss: 3.2416 2020-07-02 22:35:42,223 - mmaction - INFO - Epoch [59][400/627] lr: 5.272e-02, eta: 1 day, 11:26:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5104, loss_cls: 3.3741, loss: 3.3741 2020-07-02 22:36:00,088 - mmaction - INFO - Epoch [59][420/627] lr: 5.272e-02, eta: 1 day, 11:26:08, time: 0.898, data_time: 0.015, memory: 8451, top1_acc: 0.2333, top5_acc: 0.4500, loss_cls: 3.5747, loss: 3.5747 2020-07-02 22:36:18,128 - mmaction - INFO - Epoch [59][440/627] lr: 5.272e-02, eta: 1 day, 11:25:36, time: 0.895, data_time: 0.013, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5104, loss_cls: 3.4482, loss: 3.4482 2020-07-02 22:36:36,580 - mmaction - INFO - Epoch [59][460/627] lr: 5.272e-02, eta: 1 day, 11:25:08, time: 0.929, data_time: 0.016, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4813, loss_cls: 3.5151, loss: 3.5151 2020-07-02 22:36:54,332 - mmaction - INFO - Epoch [59][480/627] lr: 5.272e-02, eta: 1 day, 11:24:36, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5146, loss_cls: 3.4206, loss: 3.4206 2020-07-02 22:37:12,046 - mmaction - INFO - Epoch [59][500/627] lr: 5.272e-02, eta: 1 day, 11:24:04, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4854, loss_cls: 3.5667, loss: 3.5667 2020-07-02 22:37:30,139 - mmaction - INFO - Epoch [59][520/627] lr: 5.272e-02, eta: 1 day, 11:23:33, time: 0.898, data_time: 0.013, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4771, loss_cls: 3.5108, loss: 3.5108 2020-07-02 22:37:47,988 - mmaction - INFO - Epoch [59][540/627] lr: 5.272e-02, eta: 1 day, 11:23:02, time: 0.899, data_time: 0.017, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5063, loss_cls: 3.4600, loss: 3.4600 2020-07-02 22:38:05,978 - mmaction - INFO - Epoch [59][560/627] lr: 5.272e-02, eta: 1 day, 11:22:32, time: 0.899, data_time: 0.013, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5000, loss_cls: 3.3990, loss: 3.3990 2020-07-02 22:38:23,667 - mmaction - INFO - Epoch [59][580/627] lr: 5.272e-02, eta: 1 day, 11:22:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5396, loss_cls: 3.3509, loss: 3.3509 2020-07-02 22:38:41,530 - mmaction - INFO - Epoch [59][600/627] lr: 5.272e-02, eta: 1 day, 11:21:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5292, loss_cls: 3.3274, loss: 3.3274 2020-07-02 22:38:59,422 - mmaction - INFO - Epoch [59][620/627] lr: 5.272e-02, eta: 1 day, 11:20:57, time: 0.899, data_time: 0.015, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5063, loss_cls: 3.3959, loss: 3.3959 2020-07-02 22:40:59,571 - mmaction - INFO - Epoch [60][20/627] lr: 5.247e-02, eta: 1 day, 11:25:50, time: 5.538, data_time: 4.629, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4958, loss_cls: 3.5448, loss: 3.5448 2020-07-02 22:41:17,245 - mmaction - INFO - Epoch [60][40/627] lr: 5.247e-02, eta: 1 day, 11:25:17, time: 0.877, data_time: 0.003, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4958, loss_cls: 3.5107, loss: 3.5107 2020-07-02 22:41:35,016 - mmaction - INFO - Epoch [60][60/627] lr: 5.247e-02, eta: 1 day, 11:24:46, time: 0.894, data_time: 0.017, memory: 8451, top1_acc: 0.3042, top5_acc: 0.4792, loss_cls: 3.4403, loss: 3.4403 2020-07-02 22:41:52,996 - mmaction - INFO - Epoch [60][80/627] lr: 5.247e-02, eta: 1 day, 11:24:15, time: 0.900, data_time: 0.013, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5188, loss_cls: 3.3535, loss: 3.3535 2020-07-02 22:42:10,782 - mmaction - INFO - Epoch [60][100/627] lr: 5.247e-02, eta: 1 day, 11:23:43, time: 0.889, data_time: 0.010, memory: 8451, top1_acc: 0.3021, top5_acc: 0.4854, loss_cls: 3.4561, loss: 3.4561 2020-07-02 22:42:28,499 - mmaction - INFO - Epoch [60][120/627] lr: 5.247e-02, eta: 1 day, 11:23:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3733, loss: 3.3733 2020-07-02 22:42:46,204 - mmaction - INFO - Epoch [60][140/627] lr: 5.247e-02, eta: 1 day, 11:22:39, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5250, loss_cls: 3.4336, loss: 3.4336 2020-07-02 22:43:03,962 - mmaction - INFO - Epoch [60][160/627] lr: 5.247e-02, eta: 1 day, 11:22:08, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4625, loss_cls: 3.6297, loss: 3.6297 2020-07-02 22:43:21,615 - mmaction - INFO - Epoch [60][180/627] lr: 5.247e-02, eta: 1 day, 11:21:35, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4875, loss_cls: 3.5490, loss: 3.5490 2020-07-02 22:43:39,348 - mmaction - INFO - Epoch [60][200/627] lr: 5.247e-02, eta: 1 day, 11:21:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4979, loss_cls: 3.4430, loss: 3.4430 2020-07-02 22:43:57,070 - mmaction - INFO - Epoch [60][220/627] lr: 5.247e-02, eta: 1 day, 11:20:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4979, loss_cls: 3.3933, loss: 3.3933 2020-07-02 22:44:14,769 - mmaction - INFO - Epoch [60][240/627] lr: 5.247e-02, eta: 1 day, 11:20:00, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5000, loss_cls: 3.4278, loss: 3.4278 2020-07-02 22:44:32,480 - mmaction - INFO - Epoch [60][260/627] lr: 5.247e-02, eta: 1 day, 11:19:28, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2688, top5_acc: 0.5417, loss_cls: 3.3966, loss: 3.3966 2020-07-02 22:44:50,165 - mmaction - INFO - Epoch [60][280/627] lr: 5.247e-02, eta: 1 day, 11:18:56, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2938, top5_acc: 0.4979, loss_cls: 3.4324, loss: 3.4324 2020-07-02 22:45:10,003 - mmaction - INFO - Epoch [60][300/627] lr: 5.247e-02, eta: 1 day, 11:18:33, time: 0.993, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5271, loss_cls: 3.3914, loss: 3.3914 2020-07-02 22:45:27,694 - mmaction - INFO - Epoch [60][320/627] lr: 5.247e-02, eta: 1 day, 11:18:01, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5104, loss_cls: 3.4416, loss: 3.4416 2020-07-02 22:45:45,402 - mmaction - INFO - Epoch [60][340/627] lr: 5.247e-02, eta: 1 day, 11:17:29, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4896, loss_cls: 3.4920, loss: 3.4920 2020-07-02 22:46:03,083 - mmaction - INFO - Epoch [60][360/627] lr: 5.247e-02, eta: 1 day, 11:16:57, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5063, loss_cls: 3.3524, loss: 3.3524 2020-07-02 22:46:20,757 - mmaction - INFO - Epoch [60][380/627] lr: 5.247e-02, eta: 1 day, 11:16:25, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5000, loss_cls: 3.4062, loss: 3.4062 2020-07-02 22:46:38,470 - mmaction - INFO - Epoch [60][400/627] lr: 5.247e-02, eta: 1 day, 11:15:53, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4833, loss_cls: 3.5801, loss: 3.5801 2020-07-02 22:46:56,143 - mmaction - INFO - Epoch [60][420/627] lr: 5.247e-02, eta: 1 day, 11:15:22, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5188, loss_cls: 3.4271, loss: 3.4271 2020-07-02 22:47:13,848 - mmaction - INFO - Epoch [60][440/627] lr: 5.247e-02, eta: 1 day, 11:14:50, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.5021, loss_cls: 3.4597, loss: 3.4597 2020-07-02 22:47:31,595 - mmaction - INFO - Epoch [60][460/627] lr: 5.247e-02, eta: 1 day, 11:14:18, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4938, loss_cls: 3.3928, loss: 3.3928 2020-07-02 22:47:49,310 - mmaction - INFO - Epoch [60][480/627] lr: 5.247e-02, eta: 1 day, 11:13:47, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4958, loss_cls: 3.5335, loss: 3.5335 2020-07-02 22:48:07,090 - mmaction - INFO - Epoch [60][500/627] lr: 5.247e-02, eta: 1 day, 11:13:16, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5417, loss_cls: 3.2509, loss: 3.2509 2020-07-02 22:48:24,885 - mmaction - INFO - Epoch [60][520/627] lr: 5.247e-02, eta: 1 day, 11:12:44, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5250, loss_cls: 3.3571, loss: 3.3571 2020-07-02 22:48:42,642 - mmaction - INFO - Epoch [60][540/627] lr: 5.247e-02, eta: 1 day, 11:12:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4917, loss_cls: 3.4559, loss: 3.4559 2020-07-02 22:49:00,347 - mmaction - INFO - Epoch [60][560/627] lr: 5.247e-02, eta: 1 day, 11:11:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5104, loss_cls: 3.4438, loss: 3.4438 2020-07-02 22:49:18,094 - mmaction - INFO - Epoch [60][580/627] lr: 5.247e-02, eta: 1 day, 11:11:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5000, loss_cls: 3.3560, loss: 3.3560 2020-07-02 22:49:35,805 - mmaction - INFO - Epoch [60][600/627] lr: 5.247e-02, eta: 1 day, 11:10:38, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4979, loss_cls: 3.4207, loss: 3.4207 2020-07-02 22:49:53,559 - mmaction - INFO - Epoch [60][620/627] lr: 5.247e-02, eta: 1 day, 11:10:07, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4812, loss_cls: 3.4994, loss: 3.4994 2020-07-02 22:51:45,422 - mmaction - INFO - Epoch [61][20/627] lr: 5.223e-02, eta: 1 day, 11:14:24, time: 5.179, data_time: 3.437, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5229, loss_cls: 3.3711, loss: 3.3711 2020-07-02 22:52:02,993 - mmaction - INFO - Epoch [61][40/627] lr: 5.223e-02, eta: 1 day, 11:13:52, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5042, loss_cls: 3.4866, loss: 3.4866 2020-07-02 22:52:20,597 - mmaction - INFO - Epoch [61][60/627] lr: 5.223e-02, eta: 1 day, 11:13:20, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5208, loss_cls: 3.3555, loss: 3.3555 2020-07-02 22:52:38,253 - mmaction - INFO - Epoch [61][80/627] lr: 5.223e-02, eta: 1 day, 11:12:48, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5021, loss_cls: 3.4480, loss: 3.4480 2020-07-02 22:52:55,978 - mmaction - INFO - Epoch [61][100/627] lr: 5.223e-02, eta: 1 day, 11:12:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5333, loss_cls: 3.3368, loss: 3.3368 2020-07-02 22:53:13,664 - mmaction - INFO - Epoch [61][120/627] lr: 5.223e-02, eta: 1 day, 11:11:45, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.4958, loss_cls: 3.4051, loss: 3.4051 2020-07-02 22:53:31,306 - mmaction - INFO - Epoch [61][140/627] lr: 5.223e-02, eta: 1 day, 11:11:13, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4833, loss_cls: 3.4416, loss: 3.4416 2020-07-02 22:53:49,027 - mmaction - INFO - Epoch [61][160/627] lr: 5.223e-02, eta: 1 day, 11:10:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5187, loss_cls: 3.3903, loss: 3.3903 2020-07-02 22:54:06,708 - mmaction - INFO - Epoch [61][180/627] lr: 5.223e-02, eta: 1 day, 11:10:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4854, loss_cls: 3.5051, loss: 3.5051 2020-07-02 22:54:24,373 - mmaction - INFO - Epoch [61][200/627] lr: 5.223e-02, eta: 1 day, 11:09:38, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5250, loss_cls: 3.4603, loss: 3.4603 2020-07-02 22:54:42,061 - mmaction - INFO - Epoch [61][220/627] lr: 5.223e-02, eta: 1 day, 11:09:06, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4521, loss_cls: 3.6113, loss: 3.6113 2020-07-02 22:54:59,741 - mmaction - INFO - Epoch [61][240/627] lr: 5.223e-02, eta: 1 day, 11:08:35, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5417, loss_cls: 3.2307, loss: 3.2307 2020-07-02 22:55:17,708 - mmaction - INFO - Epoch [61][260/627] lr: 5.223e-02, eta: 1 day, 11:08:04, time: 0.899, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5417, loss_cls: 3.2417, loss: 3.2417 2020-07-02 22:55:35,413 - mmaction - INFO - Epoch [61][280/627] lr: 5.223e-02, eta: 1 day, 11:07:32, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5271, loss_cls: 3.2772, loss: 3.2772 2020-07-02 22:55:53,144 - mmaction - INFO - Epoch [61][300/627] lr: 5.223e-02, eta: 1 day, 11:07:01, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5125, loss_cls: 3.4215, loss: 3.4215 2020-07-02 22:56:10,827 - mmaction - INFO - Epoch [61][320/627] lr: 5.223e-02, eta: 1 day, 11:06:30, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5188, loss_cls: 3.3184, loss: 3.3184 2020-07-02 22:56:28,483 - mmaction - INFO - Epoch [61][340/627] lr: 5.223e-02, eta: 1 day, 11:05:58, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.5354, loss_cls: 3.3207, loss: 3.3207 2020-07-02 22:56:46,208 - mmaction - INFO - Epoch [61][360/627] lr: 5.223e-02, eta: 1 day, 11:05:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.2775, loss: 3.2775 2020-07-02 22:57:03,888 - mmaction - INFO - Epoch [61][380/627] lr: 5.223e-02, eta: 1 day, 11:04:55, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4833, loss_cls: 3.4446, loss: 3.4446 2020-07-02 22:57:21,569 - mmaction - INFO - Epoch [61][400/627] lr: 5.223e-02, eta: 1 day, 11:04:23, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4500, loss_cls: 3.5469, loss: 3.5469 2020-07-02 22:57:39,261 - mmaction - INFO - Epoch [61][420/627] lr: 5.223e-02, eta: 1 day, 11:03:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5000, loss_cls: 3.3940, loss: 3.3940 2020-07-02 22:57:56,957 - mmaction - INFO - Epoch [61][440/627] lr: 5.223e-02, eta: 1 day, 11:03:21, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4896, loss_cls: 3.4061, loss: 3.4061 2020-07-02 22:58:14,683 - mmaction - INFO - Epoch [61][460/627] lr: 5.223e-02, eta: 1 day, 11:02:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4958, loss_cls: 3.4831, loss: 3.4831 2020-07-02 22:58:32,361 - mmaction - INFO - Epoch [61][480/627] lr: 5.223e-02, eta: 1 day, 11:02:18, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4833, loss_cls: 3.4485, loss: 3.4485 2020-07-02 22:58:50,074 - mmaction - INFO - Epoch [61][500/627] lr: 5.223e-02, eta: 1 day, 11:01:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4688, loss_cls: 3.4911, loss: 3.4911 2020-07-02 22:59:07,756 - mmaction - INFO - Epoch [61][520/627] lr: 5.223e-02, eta: 1 day, 11:01:15, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5167, loss_cls: 3.3646, loss: 3.3646 2020-07-02 22:59:25,526 - mmaction - INFO - Epoch [61][540/627] lr: 5.223e-02, eta: 1 day, 11:00:44, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5250, loss_cls: 3.3726, loss: 3.3726 2020-07-02 22:59:43,135 - mmaction - INFO - Epoch [61][560/627] lr: 5.223e-02, eta: 1 day, 11:00:12, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4854, loss_cls: 3.4775, loss: 3.4775 2020-07-02 23:00:00,900 - mmaction - INFO - Epoch [61][580/627] lr: 5.223e-02, eta: 1 day, 10:59:41, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4896, loss_cls: 3.4997, loss: 3.4997 2020-07-02 23:00:29,066 - mmaction - INFO - Epoch [61][600/627] lr: 5.223e-02, eta: 1 day, 10:59:48, time: 1.404, data_time: 0.006, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4708, loss_cls: 3.4721, loss: 3.4721 2020-07-02 23:00:46,779 - mmaction - INFO - Epoch [61][620/627] lr: 5.223e-02, eta: 1 day, 10:59:17, time: 0.891, data_time: 0.012, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5063, loss_cls: 3.3634, loss: 3.3634 2020-07-02 23:03:08,238 - mmaction - INFO - Epoch [62][20/627] lr: 5.198e-02, eta: 1 day, 11:04:57, time: 6.389, data_time: 5.470, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4771, loss_cls: 3.5702, loss: 3.5702 2020-07-02 23:03:25,831 - mmaction - INFO - Epoch [62][40/627] lr: 5.198e-02, eta: 1 day, 11:04:25, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4563, loss_cls: 3.5232, loss: 3.5232 2020-07-02 23:03:43,459 - mmaction - INFO - Epoch [62][60/627] lr: 5.198e-02, eta: 1 day, 11:03:53, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5208, loss_cls: 3.3005, loss: 3.3005 2020-07-02 23:04:01,120 - mmaction - INFO - Epoch [62][80/627] lr: 5.198e-02, eta: 1 day, 11:03:22, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4771, loss_cls: 3.5854, loss: 3.5854 2020-07-02 23:04:18,784 - mmaction - INFO - Epoch [62][100/627] lr: 5.198e-02, eta: 1 day, 11:02:50, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5188, loss_cls: 3.3213, loss: 3.3213 2020-07-02 23:04:36,434 - mmaction - INFO - Epoch [62][120/627] lr: 5.198e-02, eta: 1 day, 11:02:18, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5146, loss_cls: 3.3621, loss: 3.3621 2020-07-02 23:04:54,127 - mmaction - INFO - Epoch [62][140/627] lr: 5.198e-02, eta: 1 day, 11:01:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.2415, loss: 3.2415 2020-07-02 23:05:12,187 - mmaction - INFO - Epoch [62][160/627] lr: 5.198e-02, eta: 1 day, 11:01:17, time: 0.901, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5250, loss_cls: 3.4338, loss: 3.4338 2020-07-02 23:05:29,868 - mmaction - INFO - Epoch [62][180/627] lr: 5.198e-02, eta: 1 day, 11:00:45, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3062, top5_acc: 0.4625, loss_cls: 3.5245, loss: 3.5245 2020-07-02 23:05:47,562 - mmaction - INFO - Epoch [62][200/627] lr: 5.198e-02, eta: 1 day, 11:00:14, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5187, loss_cls: 3.3177, loss: 3.3177 2020-07-02 23:06:05,231 - mmaction - INFO - Epoch [62][220/627] lr: 5.198e-02, eta: 1 day, 10:59:42, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5354, loss_cls: 3.2832, loss: 3.2832 2020-07-02 23:06:22,958 - mmaction - INFO - Epoch [62][240/627] lr: 5.198e-02, eta: 1 day, 10:59:11, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5083, loss_cls: 3.4024, loss: 3.4024 2020-07-02 23:06:40,656 - mmaction - INFO - Epoch [62][260/627] lr: 5.198e-02, eta: 1 day, 10:58:40, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5188, loss_cls: 3.3702, loss: 3.3702 2020-07-02 23:06:58,303 - mmaction - INFO - Epoch [62][280/627] lr: 5.198e-02, eta: 1 day, 10:58:08, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5208, loss_cls: 3.4073, loss: 3.4073 2020-07-02 23:07:16,028 - mmaction - INFO - Epoch [62][300/627] lr: 5.198e-02, eta: 1 day, 10:57:37, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5229, loss_cls: 3.3615, loss: 3.3615 2020-07-02 23:07:33,720 - mmaction - INFO - Epoch [62][320/627] lr: 5.198e-02, eta: 1 day, 10:57:06, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3516, loss: 3.3516 2020-07-02 23:07:51,419 - mmaction - INFO - Epoch [62][340/627] lr: 5.198e-02, eta: 1 day, 10:56:34, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5021, loss_cls: 3.3334, loss: 3.3334 2020-07-02 23:08:09,119 - mmaction - INFO - Epoch [62][360/627] lr: 5.198e-02, eta: 1 day, 10:56:03, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4896, loss_cls: 3.5247, loss: 3.5247 2020-07-02 23:08:26,794 - mmaction - INFO - Epoch [62][380/627] lr: 5.198e-02, eta: 1 day, 10:55:32, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4958, loss_cls: 3.6055, loss: 3.6055 2020-07-02 23:08:44,476 - mmaction - INFO - Epoch [62][400/627] lr: 5.198e-02, eta: 1 day, 10:55:00, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5042, loss_cls: 3.4188, loss: 3.4188 2020-07-02 23:09:02,108 - mmaction - INFO - Epoch [62][420/627] lr: 5.198e-02, eta: 1 day, 10:54:29, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5042, loss_cls: 3.4095, loss: 3.4095 2020-07-02 23:09:19,833 - mmaction - INFO - Epoch [62][440/627] lr: 5.198e-02, eta: 1 day, 10:53:58, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2375, top5_acc: 0.4604, loss_cls: 3.6086, loss: 3.6086 2020-07-02 23:09:37,493 - mmaction - INFO - Epoch [62][460/627] lr: 5.198e-02, eta: 1 day, 10:53:26, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5646, loss_cls: 3.2650, loss: 3.2650 2020-07-02 23:09:55,199 - mmaction - INFO - Epoch [62][480/627] lr: 5.198e-02, eta: 1 day, 10:52:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4958, loss_cls: 3.5376, loss: 3.5376 2020-07-02 23:10:12,897 - mmaction - INFO - Epoch [62][500/627] lr: 5.198e-02, eta: 1 day, 10:52:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5167, loss_cls: 3.4433, loss: 3.4433 2020-07-02 23:10:30,677 - mmaction - INFO - Epoch [62][520/627] lr: 5.198e-02, eta: 1 day, 10:51:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2396, top5_acc: 0.4813, loss_cls: 3.5528, loss: 3.5528 2020-07-02 23:10:48,393 - mmaction - INFO - Epoch [62][540/627] lr: 5.198e-02, eta: 1 day, 10:51:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5208, loss_cls: 3.3060, loss: 3.3060 2020-07-02 23:11:06,093 - mmaction - INFO - Epoch [62][560/627] lr: 5.198e-02, eta: 1 day, 10:50:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4792, loss_cls: 3.5419, loss: 3.5419 2020-07-02 23:11:23,812 - mmaction - INFO - Epoch [62][580/627] lr: 5.198e-02, eta: 1 day, 10:50:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5042, loss_cls: 3.3602, loss: 3.3602 2020-07-02 23:11:41,506 - mmaction - INFO - Epoch [62][600/627] lr: 5.198e-02, eta: 1 day, 10:49:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5292, loss_cls: 3.3136, loss: 3.3136 2020-07-02 23:11:59,223 - mmaction - INFO - Epoch [62][620/627] lr: 5.198e-02, eta: 1 day, 10:49:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5500, loss_cls: 3.3108, loss: 3.3108 2020-07-02 23:13:47,615 - mmaction - INFO - Epoch [63][20/627] lr: 5.173e-02, eta: 1 day, 10:53:11, time: 5.028, data_time: 4.145, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4896, loss_cls: 3.5091, loss: 3.5091 2020-07-02 23:14:05,252 - mmaction - INFO - Epoch [63][40/627] lr: 5.173e-02, eta: 1 day, 10:52:40, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4979, loss_cls: 3.4116, loss: 3.4116 2020-07-02 23:14:22,858 - mmaction - INFO - Epoch [63][60/627] lr: 5.173e-02, eta: 1 day, 10:52:08, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2563, top5_acc: 0.4875, loss_cls: 3.4197, loss: 3.4197 2020-07-02 23:14:40,516 - mmaction - INFO - Epoch [63][80/627] lr: 5.173e-02, eta: 1 day, 10:51:37, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5625, loss_cls: 3.1803, loss: 3.1803 2020-07-02 23:14:58,170 - mmaction - INFO - Epoch [63][100/627] lr: 5.173e-02, eta: 1 day, 10:51:05, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5167, loss_cls: 3.4613, loss: 3.4613 2020-07-02 23:15:16,178 - mmaction - INFO - Epoch [63][120/627] lr: 5.173e-02, eta: 1 day, 10:50:35, time: 0.899, data_time: 0.002, memory: 8451, top1_acc: 0.2688, top5_acc: 0.5250, loss_cls: 3.4126, loss: 3.4126 2020-07-02 23:15:33,882 - mmaction - INFO - Epoch [63][140/627] lr: 5.173e-02, eta: 1 day, 10:50:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4750, loss_cls: 3.4592, loss: 3.4592 2020-07-02 23:15:51,589 - mmaction - INFO - Epoch [63][160/627] lr: 5.173e-02, eta: 1 day, 10:49:33, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5188, loss_cls: 3.3745, loss: 3.3745 2020-07-02 23:16:09,252 - mmaction - INFO - Epoch [63][180/627] lr: 5.173e-02, eta: 1 day, 10:49:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5000, loss_cls: 3.3479, loss: 3.3479 2020-07-02 23:16:26,933 - mmaction - INFO - Epoch [63][200/627] lr: 5.173e-02, eta: 1 day, 10:48:30, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5292, loss_cls: 3.2630, loss: 3.2630 2020-07-02 23:16:44,634 - mmaction - INFO - Epoch [63][220/627] lr: 5.173e-02, eta: 1 day, 10:47:59, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4854, loss_cls: 3.5861, loss: 3.5861 2020-07-02 23:17:02,345 - mmaction - INFO - Epoch [63][240/627] lr: 5.173e-02, eta: 1 day, 10:47:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4688, loss_cls: 3.6499, loss: 3.6499 2020-07-02 23:17:20,033 - mmaction - INFO - Epoch [63][260/627] lr: 5.173e-02, eta: 1 day, 10:46:57, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5333, loss_cls: 3.3216, loss: 3.3216 2020-07-02 23:17:37,749 - mmaction - INFO - Epoch [63][280/627] lr: 5.173e-02, eta: 1 day, 10:46:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.4625, loss_cls: 3.6130, loss: 3.6130 2020-07-02 23:17:55,477 - mmaction - INFO - Epoch [63][300/627] lr: 5.173e-02, eta: 1 day, 10:45:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5208, loss_cls: 3.4225, loss: 3.4225 2020-07-02 23:18:13,194 - mmaction - INFO - Epoch [63][320/627] lr: 5.173e-02, eta: 1 day, 10:45:24, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5167, loss_cls: 3.4207, loss: 3.4207 2020-07-02 23:18:30,918 - mmaction - INFO - Epoch [63][340/627] lr: 5.173e-02, eta: 1 day, 10:44:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5229, loss_cls: 3.3448, loss: 3.3448 2020-07-02 23:18:48,611 - mmaction - INFO - Epoch [63][360/627] lr: 5.173e-02, eta: 1 day, 10:44:22, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4958, loss_cls: 3.3221, loss: 3.3221 2020-07-02 23:19:06,397 - mmaction - INFO - Epoch [63][380/627] lr: 5.173e-02, eta: 1 day, 10:43:52, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4771, loss_cls: 3.4980, loss: 3.4980 2020-07-02 23:19:24,114 - mmaction - INFO - Epoch [63][400/627] lr: 5.173e-02, eta: 1 day, 10:43:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5167, loss_cls: 3.4449, loss: 3.4449 2020-07-02 23:19:41,841 - mmaction - INFO - Epoch [63][420/627] lr: 5.173e-02, eta: 1 day, 10:42:50, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5479, loss_cls: 3.2525, loss: 3.2525 2020-07-02 23:19:59,546 - mmaction - INFO - Epoch [63][440/627] lr: 5.173e-02, eta: 1 day, 10:42:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5167, loss_cls: 3.2701, loss: 3.2701 2020-07-02 23:20:17,267 - mmaction - INFO - Epoch [63][460/627] lr: 5.173e-02, eta: 1 day, 10:41:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5063, loss_cls: 3.4681, loss: 3.4681 2020-07-02 23:20:35,008 - mmaction - INFO - Epoch [63][480/627] lr: 5.173e-02, eta: 1 day, 10:41:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4938, loss_cls: 3.4184, loss: 3.4184 2020-07-02 23:20:52,722 - mmaction - INFO - Epoch [63][500/627] lr: 5.173e-02, eta: 1 day, 10:40:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4979, loss_cls: 3.5158, loss: 3.5158 2020-07-02 23:21:10,427 - mmaction - INFO - Epoch [63][520/627] lr: 5.173e-02, eta: 1 day, 10:40:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4833, loss_cls: 3.4941, loss: 3.4941 2020-07-02 23:21:28,175 - mmaction - INFO - Epoch [63][540/627] lr: 5.173e-02, eta: 1 day, 10:39:45, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5083, loss_cls: 3.4814, loss: 3.4814 2020-07-02 23:21:45,867 - mmaction - INFO - Epoch [63][560/627] lr: 5.173e-02, eta: 1 day, 10:39:14, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5104, loss_cls: 3.4036, loss: 3.4036 2020-07-02 23:22:03,630 - mmaction - INFO - Epoch [63][580/627] lr: 5.173e-02, eta: 1 day, 10:38:43, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.5063, loss_cls: 3.4206, loss: 3.4206 2020-07-02 23:22:21,330 - mmaction - INFO - Epoch [63][600/627] lr: 5.173e-02, eta: 1 day, 10:38:13, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5542, loss_cls: 3.2953, loss: 3.2953 2020-07-02 23:22:39,055 - mmaction - INFO - Epoch [63][620/627] lr: 5.173e-02, eta: 1 day, 10:37:42, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5396, loss_cls: 3.2454, loss: 3.2454 2020-07-02 23:24:34,708 - mmaction - INFO - Epoch [64][20/627] lr: 5.147e-02, eta: 1 day, 10:41:57, time: 5.423, data_time: 4.109, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4875, loss_cls: 3.5051, loss: 3.5051 2020-07-02 23:24:52,346 - mmaction - INFO - Epoch [64][40/627] lr: 5.147e-02, eta: 1 day, 10:41:26, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5458, loss_cls: 3.2023, loss: 3.2023 2020-07-02 23:25:10,466 - mmaction - INFO - Epoch [64][60/627] lr: 5.147e-02, eta: 1 day, 10:40:56, time: 0.907, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5458, loss_cls: 3.3344, loss: 3.3344 2020-07-02 23:25:28,100 - mmaction - INFO - Epoch [64][80/627] lr: 5.147e-02, eta: 1 day, 10:40:25, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4917, loss_cls: 3.4830, loss: 3.4830 2020-07-02 23:25:45,761 - mmaction - INFO - Epoch [64][100/627] lr: 5.147e-02, eta: 1 day, 10:39:54, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5187, loss_cls: 3.3262, loss: 3.3262 2020-07-02 23:26:03,425 - mmaction - INFO - Epoch [64][120/627] lr: 5.147e-02, eta: 1 day, 10:39:23, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.2620, loss: 3.2620 2020-07-02 23:26:21,134 - mmaction - INFO - Epoch [64][140/627] lr: 5.147e-02, eta: 1 day, 10:38:52, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4979, loss_cls: 3.3787, loss: 3.3787 2020-07-02 23:26:38,837 - mmaction - INFO - Epoch [64][160/627] lr: 5.147e-02, eta: 1 day, 10:38:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5542, loss_cls: 3.2227, loss: 3.2227 2020-07-02 23:26:56,486 - mmaction - INFO - Epoch [64][180/627] lr: 5.147e-02, eta: 1 day, 10:37:50, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4854, loss_cls: 3.5712, loss: 3.5712 2020-07-02 23:27:14,181 - mmaction - INFO - Epoch [64][200/627] lr: 5.147e-02, eta: 1 day, 10:37:19, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5479, loss_cls: 3.2892, loss: 3.2892 2020-07-02 23:27:31,888 - mmaction - INFO - Epoch [64][220/627] lr: 5.147e-02, eta: 1 day, 10:36:48, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5271, loss_cls: 3.2899, loss: 3.2899 2020-07-02 23:27:49,562 - mmaction - INFO - Epoch [64][240/627] lr: 5.147e-02, eta: 1 day, 10:36:17, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5083, loss_cls: 3.3775, loss: 3.3775 2020-07-02 23:28:07,313 - mmaction - INFO - Epoch [64][260/627] lr: 5.147e-02, eta: 1 day, 10:35:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4792, loss_cls: 3.5445, loss: 3.5445 2020-07-02 23:28:25,019 - mmaction - INFO - Epoch [64][280/627] lr: 5.147e-02, eta: 1 day, 10:35:16, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4875, loss_cls: 3.3980, loss: 3.3980 2020-07-02 23:28:42,725 - mmaction - INFO - Epoch [64][300/627] lr: 5.147e-02, eta: 1 day, 10:34:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4979, loss_cls: 3.4610, loss: 3.4610 2020-07-02 23:29:00,457 - mmaction - INFO - Epoch [64][320/627] lr: 5.147e-02, eta: 1 day, 10:34:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5271, loss_cls: 3.2863, loss: 3.2863 2020-07-02 23:29:18,161 - mmaction - INFO - Epoch [64][340/627] lr: 5.147e-02, eta: 1 day, 10:33:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4667, loss_cls: 3.5287, loss: 3.5287 2020-07-02 23:29:35,855 - mmaction - INFO - Epoch [64][360/627] lr: 5.147e-02, eta: 1 day, 10:33:13, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5063, loss_cls: 3.5205, loss: 3.5205 2020-07-02 23:29:53,579 - mmaction - INFO - Epoch [64][380/627] lr: 5.147e-02, eta: 1 day, 10:32:42, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5458, loss_cls: 3.2036, loss: 3.2036 2020-07-02 23:30:11,312 - mmaction - INFO - Epoch [64][400/627] lr: 5.147e-02, eta: 1 day, 10:32:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5000, loss_cls: 3.5162, loss: 3.5162 2020-07-02 23:30:29,016 - mmaction - INFO - Epoch [64][420/627] lr: 5.147e-02, eta: 1 day, 10:31:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4895, loss: 3.4895 2020-07-02 23:30:46,724 - mmaction - INFO - Epoch [64][440/627] lr: 5.147e-02, eta: 1 day, 10:31:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2813, top5_acc: 0.4708, loss_cls: 3.5245, loss: 3.5245 2020-07-02 23:31:04,448 - mmaction - INFO - Epoch [64][460/627] lr: 5.147e-02, eta: 1 day, 10:30:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5646, loss_cls: 3.1961, loss: 3.1961 2020-07-02 23:31:22,080 - mmaction - INFO - Epoch [64][480/627] lr: 5.147e-02, eta: 1 day, 10:30:09, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4979, loss_cls: 3.5003, loss: 3.5003 2020-07-02 23:31:39,961 - mmaction - INFO - Epoch [64][500/627] lr: 5.147e-02, eta: 1 day, 10:29:39, time: 0.895, data_time: 0.012, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5125, loss_cls: 3.4903, loss: 3.4903 2020-07-02 23:31:57,695 - mmaction - INFO - Epoch [64][520/627] lr: 5.147e-02, eta: 1 day, 10:29:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5188, loss_cls: 3.4356, loss: 3.4356 2020-07-02 23:32:15,381 - mmaction - INFO - Epoch [64][540/627] lr: 5.147e-02, eta: 1 day, 10:28:38, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.4523, loss: 3.4523 2020-07-02 23:32:33,116 - mmaction - INFO - Epoch [64][560/627] lr: 5.147e-02, eta: 1 day, 10:28:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4917, loss_cls: 3.3938, loss: 3.3938 2020-07-02 23:32:50,862 - mmaction - INFO - Epoch [64][580/627] lr: 5.147e-02, eta: 1 day, 10:27:37, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5083, loss_cls: 3.4037, loss: 3.4037 2020-07-02 23:33:08,546 - mmaction - INFO - Epoch [64][600/627] lr: 5.147e-02, eta: 1 day, 10:27:06, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5271, loss_cls: 3.3204, loss: 3.3204 2020-07-02 23:33:26,317 - mmaction - INFO - Epoch [64][620/627] lr: 5.147e-02, eta: 1 day, 10:26:36, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4708, loss_cls: 3.5318, loss: 3.5318 2020-07-02 23:33:33,359 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-02 23:35:26,308 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-02 23:35:27,260 - mmaction - INFO - top1_acc 0.2998 top5_acc 0.5362 2020-07-02 23:35:27,261 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-02 23:35:27,330 - mmaction - INFO - mean_acc 0.2998 2020-07-02 23:35:27,337 - mmaction - INFO - Epoch [64][627/627] lr: 5.147e-02, top1_acc: 0.2998, top5_acc: 0.5362, mean_class_accuracy: 0.2998 2020-07-02 23:37:16,710 - mmaction - INFO - Epoch [65][20/627] lr: 5.121e-02, eta: 1 day, 10:30:48, time: 5.468, data_time: 4.549, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5167, loss_cls: 3.2923, loss: 3.2923 2020-07-02 23:37:34,253 - mmaction - INFO - Epoch [65][40/627] lr: 5.121e-02, eta: 1 day, 10:30:16, time: 0.876, data_time: 0.003, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5000, loss_cls: 3.3830, loss: 3.3830 2020-07-02 23:37:51,872 - mmaction - INFO - Epoch [65][60/627] lr: 5.121e-02, eta: 1 day, 10:29:45, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4750, loss_cls: 3.5311, loss: 3.5311 2020-07-02 23:38:09,546 - mmaction - INFO - Epoch [65][80/627] lr: 5.121e-02, eta: 1 day, 10:29:14, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5417, loss_cls: 3.2031, loss: 3.2031 2020-07-02 23:38:27,247 - mmaction - INFO - Epoch [65][100/627] lr: 5.121e-02, eta: 1 day, 10:28:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5396, loss_cls: 3.2683, loss: 3.2683 2020-07-02 23:38:45,056 - mmaction - INFO - Epoch [65][120/627] lr: 5.121e-02, eta: 1 day, 10:28:14, time: 0.891, data_time: 0.005, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5104, loss_cls: 3.3681, loss: 3.3681 2020-07-02 23:39:02,698 - mmaction - INFO - Epoch [65][140/627] lr: 5.121e-02, eta: 1 day, 10:27:43, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4854, loss_cls: 3.6552, loss: 3.6552 2020-07-02 23:39:20,440 - mmaction - INFO - Epoch [65][160/627] lr: 5.121e-02, eta: 1 day, 10:27:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5458, loss_cls: 3.3062, loss: 3.3062 2020-07-02 23:39:38,060 - mmaction - INFO - Epoch [65][180/627] lr: 5.121e-02, eta: 1 day, 10:26:41, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4854, loss_cls: 3.4116, loss: 3.4116 2020-07-02 23:39:55,759 - mmaction - INFO - Epoch [65][200/627] lr: 5.121e-02, eta: 1 day, 10:26:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5167, loss_cls: 3.4680, loss: 3.4680 2020-07-02 23:40:13,820 - mmaction - INFO - Epoch [65][220/627] lr: 5.121e-02, eta: 1 day, 10:25:41, time: 0.903, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4979, loss_cls: 3.4242, loss: 3.4242 2020-07-02 23:40:31,577 - mmaction - INFO - Epoch [65][240/627] lr: 5.121e-02, eta: 1 day, 10:25:11, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5271, loss_cls: 3.2822, loss: 3.2822 2020-07-02 23:40:49,252 - mmaction - INFO - Epoch [65][260/627] lr: 5.121e-02, eta: 1 day, 10:24:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.4792, loss_cls: 3.3931, loss: 3.3931 2020-07-02 23:41:06,935 - mmaction - INFO - Epoch [65][280/627] lr: 5.121e-02, eta: 1 day, 10:24:10, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5458, loss_cls: 3.3212, loss: 3.3212 2020-07-02 23:41:24,668 - mmaction - INFO - Epoch [65][300/627] lr: 5.121e-02, eta: 1 day, 10:23:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5271, loss_cls: 3.3232, loss: 3.3232 2020-07-02 23:41:42,388 - mmaction - INFO - Epoch [65][320/627] lr: 5.121e-02, eta: 1 day, 10:23:09, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4917, loss_cls: 3.5906, loss: 3.5906 2020-07-02 23:42:00,095 - mmaction - INFO - Epoch [65][340/627] lr: 5.121e-02, eta: 1 day, 10:22:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5271, loss_cls: 3.4227, loss: 3.4227 2020-07-02 23:42:17,792 - mmaction - INFO - Epoch [65][360/627] lr: 5.121e-02, eta: 1 day, 10:22:08, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4979, loss_cls: 3.4898, loss: 3.4898 2020-07-02 23:42:35,562 - mmaction - INFO - Epoch [65][380/627] lr: 5.121e-02, eta: 1 day, 10:21:38, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5167, loss_cls: 3.4122, loss: 3.4122 2020-07-02 23:42:53,263 - mmaction - INFO - Epoch [65][400/627] lr: 5.121e-02, eta: 1 day, 10:21:07, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5146, loss_cls: 3.4547, loss: 3.4547 2020-07-02 23:43:10,984 - mmaction - INFO - Epoch [65][420/627] lr: 5.121e-02, eta: 1 day, 10:20:37, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4771, loss_cls: 3.4454, loss: 3.4454 2020-07-02 23:43:28,708 - mmaction - INFO - Epoch [65][440/627] lr: 5.121e-02, eta: 1 day, 10:20:06, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5312, loss_cls: 3.3090, loss: 3.3090 2020-07-02 23:43:46,405 - mmaction - INFO - Epoch [65][460/627] lr: 5.121e-02, eta: 1 day, 10:19:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.5000, loss_cls: 3.4289, loss: 3.4289 2020-07-02 23:44:04,119 - mmaction - INFO - Epoch [65][480/627] lr: 5.121e-02, eta: 1 day, 10:19:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5208, loss_cls: 3.2713, loss: 3.2713 2020-07-02 23:44:21,829 - mmaction - INFO - Epoch [65][500/627] lr: 5.121e-02, eta: 1 day, 10:18:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.4917, loss_cls: 3.3295, loss: 3.3295 2020-07-02 23:44:39,516 - mmaction - INFO - Epoch [65][520/627] lr: 5.121e-02, eta: 1 day, 10:18:05, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5104, loss_cls: 3.3818, loss: 3.3818 2020-07-02 23:44:57,218 - mmaction - INFO - Epoch [65][540/627] lr: 5.121e-02, eta: 1 day, 10:17:34, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5208, loss_cls: 3.2972, loss: 3.2972 2020-07-02 23:45:14,919 - mmaction - INFO - Epoch [65][560/627] lr: 5.121e-02, eta: 1 day, 10:17:04, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5062, loss_cls: 3.3636, loss: 3.3636 2020-07-02 23:45:32,672 - mmaction - INFO - Epoch [65][580/627] lr: 5.121e-02, eta: 1 day, 10:16:34, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5083, loss_cls: 3.3511, loss: 3.3511 2020-07-02 23:45:50,408 - mmaction - INFO - Epoch [65][600/627] lr: 5.121e-02, eta: 1 day, 10:16:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5000, loss_cls: 3.4607, loss: 3.4607 2020-07-02 23:46:08,172 - mmaction - INFO - Epoch [65][620/627] lr: 5.121e-02, eta: 1 day, 10:15:34, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5208, loss_cls: 3.3508, loss: 3.3508 2020-07-02 23:48:10,979 - mmaction - INFO - Epoch [66][20/627] lr: 5.095e-02, eta: 1 day, 10:19:56, time: 5.724, data_time: 4.805, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5167, loss_cls: 3.3311, loss: 3.3311 2020-07-02 23:48:28,624 - mmaction - INFO - Epoch [66][40/627] lr: 5.095e-02, eta: 1 day, 10:19:25, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4521, loss_cls: 3.5791, loss: 3.5791 2020-07-02 23:48:46,236 - mmaction - INFO - Epoch [66][60/627] lr: 5.095e-02, eta: 1 day, 10:18:54, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5333, loss_cls: 3.4567, loss: 3.4567 2020-07-02 23:49:03,925 - mmaction - INFO - Epoch [66][80/627] lr: 5.095e-02, eta: 1 day, 10:18:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4896, loss_cls: 3.4869, loss: 3.4869 2020-07-02 23:49:21,532 - mmaction - INFO - Epoch [66][100/627] lr: 5.095e-02, eta: 1 day, 10:17:53, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5188, loss_cls: 3.3518, loss: 3.3518 2020-07-02 23:49:39,231 - mmaction - INFO - Epoch [66][120/627] lr: 5.095e-02, eta: 1 day, 10:17:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5083, loss_cls: 3.2895, loss: 3.2895 2020-07-02 23:49:56,924 - mmaction - INFO - Epoch [66][140/627] lr: 5.095e-02, eta: 1 day, 10:16:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5333, loss_cls: 3.2656, loss: 3.2656 2020-07-02 23:50:15,566 - mmaction - INFO - Epoch [66][160/627] lr: 5.095e-02, eta: 1 day, 10:16:25, time: 0.932, data_time: 0.003, memory: 8451, top1_acc: 0.2667, top5_acc: 0.5125, loss_cls: 3.4651, loss: 3.4651 2020-07-02 23:50:33,274 - mmaction - INFO - Epoch [66][180/627] lr: 5.095e-02, eta: 1 day, 10:15:55, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5146, loss_cls: 3.3816, loss: 3.3816 2020-07-02 23:50:50,959 - mmaction - INFO - Epoch [66][200/627] lr: 5.095e-02, eta: 1 day, 10:15:24, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5458, loss_cls: 3.1891, loss: 3.1891 2020-07-02 23:51:08,666 - mmaction - INFO - Epoch [66][220/627] lr: 5.095e-02, eta: 1 day, 10:14:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3625, loss: 3.3625 2020-07-02 23:51:26,355 - mmaction - INFO - Epoch [66][240/627] lr: 5.095e-02, eta: 1 day, 10:14:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4938, loss_cls: 3.3686, loss: 3.3686 2020-07-02 23:51:44,110 - mmaction - INFO - Epoch [66][260/627] lr: 5.095e-02, eta: 1 day, 10:13:53, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5063, loss_cls: 3.3752, loss: 3.3752 2020-07-02 23:52:01,836 - mmaction - INFO - Epoch [66][280/627] lr: 5.095e-02, eta: 1 day, 10:13:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4979, loss_cls: 3.3989, loss: 3.3989 2020-07-02 23:52:19,531 - mmaction - INFO - Epoch [66][300/627] lr: 5.095e-02, eta: 1 day, 10:12:53, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5271, loss_cls: 3.3835, loss: 3.3835 2020-07-02 23:52:37,245 - mmaction - INFO - Epoch [66][320/627] lr: 5.095e-02, eta: 1 day, 10:12:22, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5312, loss_cls: 3.2934, loss: 3.2934 2020-07-02 23:52:55,041 - mmaction - INFO - Epoch [66][340/627] lr: 5.095e-02, eta: 1 day, 10:11:52, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5313, loss_cls: 3.3565, loss: 3.3565 2020-07-02 23:53:12,732 - mmaction - INFO - Epoch [66][360/627] lr: 5.095e-02, eta: 1 day, 10:11:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5479, loss_cls: 3.2831, loss: 3.2831 2020-07-02 23:53:30,446 - mmaction - INFO - Epoch [66][380/627] lr: 5.095e-02, eta: 1 day, 10:10:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5021, loss_cls: 3.3795, loss: 3.3795 2020-07-02 23:53:48,137 - mmaction - INFO - Epoch [66][400/627] lr: 5.095e-02, eta: 1 day, 10:10:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5021, loss_cls: 3.3479, loss: 3.3479 2020-07-02 23:54:05,922 - mmaction - INFO - Epoch [66][420/627] lr: 5.095e-02, eta: 1 day, 10:09:52, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5604, loss_cls: 3.1953, loss: 3.1953 2020-07-02 23:54:23,612 - mmaction - INFO - Epoch [66][440/627] lr: 5.095e-02, eta: 1 day, 10:09:22, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2667, top5_acc: 0.5208, loss_cls: 3.3864, loss: 3.3864 2020-07-02 23:54:41,332 - mmaction - INFO - Epoch [66][460/627] lr: 5.095e-02, eta: 1 day, 10:08:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5313, loss_cls: 3.2687, loss: 3.2687 2020-07-02 23:54:59,055 - mmaction - INFO - Epoch [66][480/627] lr: 5.095e-02, eta: 1 day, 10:08:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5146, loss_cls: 3.3672, loss: 3.3672 2020-07-02 23:55:16,820 - mmaction - INFO - Epoch [66][500/627] lr: 5.095e-02, eta: 1 day, 10:07:51, time: 0.888, data_time: 0.007, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5229, loss_cls: 3.2845, loss: 3.2845 2020-07-02 23:55:34,559 - mmaction - INFO - Epoch [66][520/627] lr: 5.095e-02, eta: 1 day, 10:07:21, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5229, loss_cls: 3.3459, loss: 3.3459 2020-07-02 23:55:52,333 - mmaction - INFO - Epoch [66][540/627] lr: 5.095e-02, eta: 1 day, 10:06:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4896, loss_cls: 3.4593, loss: 3.4593 2020-07-02 23:56:10,055 - mmaction - INFO - Epoch [66][560/627] lr: 5.095e-02, eta: 1 day, 10:06:21, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5042, loss_cls: 3.4506, loss: 3.4506 2020-07-02 23:56:27,776 - mmaction - INFO - Epoch [66][580/627] lr: 5.095e-02, eta: 1 day, 10:05:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5271, loss_cls: 3.3977, loss: 3.3977 2020-07-02 23:56:45,510 - mmaction - INFO - Epoch [66][600/627] lr: 5.095e-02, eta: 1 day, 10:05:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4688, loss_cls: 3.5590, loss: 3.5590 2020-07-02 23:57:03,217 - mmaction - INFO - Epoch [66][620/627] lr: 5.095e-02, eta: 1 day, 10:04:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4958, loss_cls: 3.4375, loss: 3.4375 2020-07-02 23:59:09,382 - mmaction - INFO - Epoch [67][20/627] lr: 5.069e-02, eta: 1 day, 10:09:15, time: 5.844, data_time: 4.938, memory: 8451, top1_acc: 0.2813, top5_acc: 0.4646, loss_cls: 3.5369, loss: 3.5369 2020-07-02 23:59:26,977 - mmaction - INFO - Epoch [67][40/627] lr: 5.069e-02, eta: 1 day, 10:08:44, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5104, loss_cls: 3.3109, loss: 3.3109 2020-07-02 23:59:44,569 - mmaction - INFO - Epoch [67][60/627] lr: 5.069e-02, eta: 1 day, 10:08:14, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5167, loss_cls: 3.2672, loss: 3.2672 2020-07-03 00:00:04,107 - mmaction - INFO - Epoch [67][80/627] lr: 5.069e-02, eta: 1 day, 10:07:43, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5500, loss_cls: 3.2122, loss: 3.2122 2020-07-03 00:00:25,763 - mmaction - INFO - Epoch [67][100/627] lr: 5.069e-02, eta: 1 day, 10:07:32, time: 1.175, data_time: 0.118, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4813, loss_cls: 3.5432, loss: 3.5432 2020-07-03 00:00:43,429 - mmaction - INFO - Epoch [67][120/627] lr: 5.069e-02, eta: 1 day, 10:07:02, time: 0.884, data_time: 0.004, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5042, loss_cls: 3.3605, loss: 3.3605 2020-07-03 00:01:01,167 - mmaction - INFO - Epoch [67][140/627] lr: 5.069e-02, eta: 1 day, 10:06:32, time: 0.888, data_time: 0.008, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5167, loss_cls: 3.3711, loss: 3.3711 2020-07-03 00:01:18,845 - mmaction - INFO - Epoch [67][160/627] lr: 5.069e-02, eta: 1 day, 10:06:01, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5021, loss_cls: 3.3885, loss: 3.3885 2020-07-03 00:01:36,547 - mmaction - INFO - Epoch [67][180/627] lr: 5.069e-02, eta: 1 day, 10:05:31, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5125, loss_cls: 3.3713, loss: 3.3713 2020-07-03 00:01:54,248 - mmaction - INFO - Epoch [67][200/627] lr: 5.069e-02, eta: 1 day, 10:05:01, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5250, loss_cls: 3.2576, loss: 3.2576 2020-07-03 00:02:11,960 - mmaction - INFO - Epoch [67][220/627] lr: 5.069e-02, eta: 1 day, 10:04:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4833, loss_cls: 3.5115, loss: 3.5115 2020-07-03 00:02:29,636 - mmaction - INFO - Epoch [67][240/627] lr: 5.069e-02, eta: 1 day, 10:04:01, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4854, loss_cls: 3.4627, loss: 3.4627 2020-07-03 00:02:47,401 - mmaction - INFO - Epoch [67][260/627] lr: 5.069e-02, eta: 1 day, 10:03:31, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4771, loss_cls: 3.5362, loss: 3.5362 2020-07-03 00:03:05,120 - mmaction - INFO - Epoch [67][280/627] lr: 5.069e-02, eta: 1 day, 10:03:01, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5292, loss_cls: 3.3248, loss: 3.3248 2020-07-03 00:03:22,801 - mmaction - INFO - Epoch [67][300/627] lr: 5.069e-02, eta: 1 day, 10:02:30, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4958, loss_cls: 3.4180, loss: 3.4180 2020-07-03 00:03:40,512 - mmaction - INFO - Epoch [67][320/627] lr: 5.069e-02, eta: 1 day, 10:02:00, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5604, loss_cls: 3.2221, loss: 3.2221 2020-07-03 00:03:58,234 - mmaction - INFO - Epoch [67][340/627] lr: 5.069e-02, eta: 1 day, 10:01:30, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5104, loss_cls: 3.3677, loss: 3.3677 2020-07-03 00:04:15,933 - mmaction - INFO - Epoch [67][360/627] lr: 5.069e-02, eta: 1 day, 10:01:00, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5333, loss_cls: 3.2398, loss: 3.2398 2020-07-03 00:04:33,641 - mmaction - INFO - Epoch [67][380/627] lr: 5.069e-02, eta: 1 day, 10:00:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5354, loss_cls: 3.3376, loss: 3.3376 2020-07-03 00:04:51,425 - mmaction - INFO - Epoch [67][400/627] lr: 5.069e-02, eta: 1 day, 10:00:00, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4917, loss_cls: 3.5076, loss: 3.5076 2020-07-03 00:05:09,124 - mmaction - INFO - Epoch [67][420/627] lr: 5.069e-02, eta: 1 day, 9:59:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4854, loss_cls: 3.5514, loss: 3.5514 2020-07-03 00:05:26,845 - mmaction - INFO - Epoch [67][440/627] lr: 5.069e-02, eta: 1 day, 9:59:00, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5354, loss_cls: 3.2458, loss: 3.2458 2020-07-03 00:05:44,531 - mmaction - INFO - Epoch [67][460/627] lr: 5.069e-02, eta: 1 day, 9:58:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5271, loss_cls: 3.3396, loss: 3.3396 2020-07-03 00:06:02,241 - mmaction - INFO - Epoch [67][480/627] lr: 5.069e-02, eta: 1 day, 9:58:00, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5271, loss_cls: 3.4163, loss: 3.4163 2020-07-03 00:06:19,933 - mmaction - INFO - Epoch [67][500/627] lr: 5.069e-02, eta: 1 day, 9:57:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2542, top5_acc: 0.5250, loss_cls: 3.4116, loss: 3.4116 2020-07-03 00:06:37,637 - mmaction - INFO - Epoch [67][520/627] lr: 5.069e-02, eta: 1 day, 9:57:00, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5229, loss_cls: 3.4868, loss: 3.4868 2020-07-03 00:06:55,333 - mmaction - INFO - Epoch [67][540/627] lr: 5.069e-02, eta: 1 day, 9:56:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5021, loss_cls: 3.4172, loss: 3.4172 2020-07-03 00:07:13,036 - mmaction - INFO - Epoch [67][560/627] lr: 5.069e-02, eta: 1 day, 9:56:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5167, loss_cls: 3.3273, loss: 3.3273 2020-07-03 00:07:30,769 - mmaction - INFO - Epoch [67][580/627] lr: 5.069e-02, eta: 1 day, 9:55:31, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.3402, loss: 3.3402 2020-07-03 00:07:48,413 - mmaction - INFO - Epoch [67][600/627] lr: 5.069e-02, eta: 1 day, 9:55:01, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4750, loss_cls: 3.4648, loss: 3.4648 2020-07-03 00:08:06,126 - mmaction - INFO - Epoch [67][620/627] lr: 5.069e-02, eta: 1 day, 9:54:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5625, loss_cls: 3.2974, loss: 3.2974 2020-07-03 00:10:16,257 - mmaction - INFO - Epoch [68][20/627] lr: 5.042e-02, eta: 1 day, 9:58:47, time: 5.824, data_time: 4.921, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5583, loss_cls: 3.2455, loss: 3.2455 2020-07-03 00:10:33,866 - mmaction - INFO - Epoch [68][40/627] lr: 5.042e-02, eta: 1 day, 9:58:16, time: 0.883, data_time: 0.004, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5062, loss_cls: 3.3733, loss: 3.3733 2020-07-03 00:10:51,511 - mmaction - INFO - Epoch [68][60/627] lr: 5.042e-02, eta: 1 day, 9:57:46, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5375, loss_cls: 3.2349, loss: 3.2349 2020-07-03 00:11:09,176 - mmaction - INFO - Epoch [68][80/627] lr: 5.042e-02, eta: 1 day, 9:57:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4896, loss_cls: 3.5249, loss: 3.5249 2020-07-03 00:11:26,852 - mmaction - INFO - Epoch [68][100/627] lr: 5.042e-02, eta: 1 day, 9:56:46, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4896, loss_cls: 3.4920, loss: 3.4920 2020-07-03 00:11:44,545 - mmaction - INFO - Epoch [68][120/627] lr: 5.042e-02, eta: 1 day, 9:56:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4729, loss_cls: 3.5229, loss: 3.5229 2020-07-03 00:12:02,243 - mmaction - INFO - Epoch [68][140/627] lr: 5.042e-02, eta: 1 day, 9:55:46, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5375, loss_cls: 3.2551, loss: 3.2551 2020-07-03 00:12:19,980 - mmaction - INFO - Epoch [68][160/627] lr: 5.042e-02, eta: 1 day, 9:55:16, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5000, loss_cls: 3.4541, loss: 3.4541 2020-07-03 00:12:37,658 - mmaction - INFO - Epoch [68][180/627] lr: 5.042e-02, eta: 1 day, 9:54:46, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5146, loss_cls: 3.4091, loss: 3.4091 2020-07-03 00:12:55,383 - mmaction - INFO - Epoch [68][200/627] lr: 5.042e-02, eta: 1 day, 9:54:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5042, loss_cls: 3.4669, loss: 3.4669 2020-07-03 00:13:13,091 - mmaction - INFO - Epoch [68][220/627] lr: 5.042e-02, eta: 1 day, 9:53:46, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5271, loss_cls: 3.4120, loss: 3.4120 2020-07-03 00:13:30,778 - mmaction - INFO - Epoch [68][240/627] lr: 5.042e-02, eta: 1 day, 9:53:16, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5417, loss_cls: 3.1778, loss: 3.1778 2020-07-03 00:13:48,467 - mmaction - INFO - Epoch [68][260/627] lr: 5.042e-02, eta: 1 day, 9:52:46, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5188, loss_cls: 3.3183, loss: 3.3183 2020-07-03 00:14:06,145 - mmaction - INFO - Epoch [68][280/627] lr: 5.042e-02, eta: 1 day, 9:52:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5083, loss_cls: 3.3708, loss: 3.3708 2020-07-03 00:14:23,882 - mmaction - INFO - Epoch [68][300/627] lr: 5.042e-02, eta: 1 day, 9:51:46, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4667, loss_cls: 3.4676, loss: 3.4676 2020-07-03 00:14:41,652 - mmaction - INFO - Epoch [68][320/627] lr: 5.042e-02, eta: 1 day, 9:51:17, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5146, loss_cls: 3.4038, loss: 3.4038 2020-07-03 00:14:59,330 - mmaction - INFO - Epoch [68][340/627] lr: 5.042e-02, eta: 1 day, 9:50:47, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4583, loss_cls: 3.6276, loss: 3.6276 2020-07-03 00:15:17,094 - mmaction - INFO - Epoch [68][360/627] lr: 5.042e-02, eta: 1 day, 9:50:17, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5292, loss_cls: 3.3993, loss: 3.3993 2020-07-03 00:15:34,856 - mmaction - INFO - Epoch [68][380/627] lr: 5.042e-02, eta: 1 day, 9:49:47, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5167, loss_cls: 3.3496, loss: 3.3496 2020-07-03 00:15:52,597 - mmaction - INFO - Epoch [68][400/627] lr: 5.042e-02, eta: 1 day, 9:49:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5063, loss_cls: 3.3812, loss: 3.3812 2020-07-03 00:16:10,313 - mmaction - INFO - Epoch [68][420/627] lr: 5.042e-02, eta: 1 day, 9:48:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5000, loss_cls: 3.3951, loss: 3.3951 2020-07-03 00:16:27,963 - mmaction - INFO - Epoch [68][440/627] lr: 5.042e-02, eta: 1 day, 9:48:18, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4875, loss_cls: 3.5615, loss: 3.5615 2020-07-03 00:16:45,684 - mmaction - INFO - Epoch [68][460/627] lr: 5.042e-02, eta: 1 day, 9:47:48, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4958, loss_cls: 3.3571, loss: 3.3571 2020-07-03 00:17:03,388 - mmaction - INFO - Epoch [68][480/627] lr: 5.042e-02, eta: 1 day, 9:47:18, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5083, loss_cls: 3.4628, loss: 3.4628 2020-07-03 00:17:21,152 - mmaction - INFO - Epoch [68][500/627] lr: 5.042e-02, eta: 1 day, 9:46:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5396, loss_cls: 3.2328, loss: 3.2328 2020-07-03 00:17:38,886 - mmaction - INFO - Epoch [68][520/627] lr: 5.042e-02, eta: 1 day, 9:46:19, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4771, loss_cls: 3.4234, loss: 3.4234 2020-07-03 00:17:56,619 - mmaction - INFO - Epoch [68][540/627] lr: 5.042e-02, eta: 1 day, 9:45:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3264, loss: 3.3264 2020-07-03 00:18:14,335 - mmaction - INFO - Epoch [68][560/627] lr: 5.042e-02, eta: 1 day, 9:45:20, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5229, loss_cls: 3.2948, loss: 3.2948 2020-07-03 00:18:32,049 - mmaction - INFO - Epoch [68][580/627] lr: 5.042e-02, eta: 1 day, 9:44:50, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5229, loss_cls: 3.4368, loss: 3.4368 2020-07-03 00:18:49,775 - mmaction - INFO - Epoch [68][600/627] lr: 5.042e-02, eta: 1 day, 9:44:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2688, top5_acc: 0.5021, loss_cls: 3.4355, loss: 3.4355 2020-07-03 00:19:07,514 - mmaction - INFO - Epoch [68][620/627] lr: 5.042e-02, eta: 1 day, 9:43:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5500, loss_cls: 3.2867, loss: 3.2867 2020-07-03 00:20:58,641 - mmaction - INFO - Epoch [69][20/627] lr: 5.015e-02, eta: 1 day, 9:47:22, time: 5.211, data_time: 4.043, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4688, loss_cls: 3.5692, loss: 3.5692 2020-07-03 00:21:16,238 - mmaction - INFO - Epoch [69][40/627] lr: 5.015e-02, eta: 1 day, 9:46:52, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4833, loss_cls: 3.4444, loss: 3.4444 2020-07-03 00:21:33,913 - mmaction - INFO - Epoch [69][60/627] lr: 5.015e-02, eta: 1 day, 9:46:22, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5229, loss_cls: 3.3618, loss: 3.3618 2020-07-03 00:21:51,568 - mmaction - INFO - Epoch [69][80/627] lr: 5.015e-02, eta: 1 day, 9:45:52, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.4688, loss_cls: 3.5259, loss: 3.5259 2020-07-03 00:22:09,257 - mmaction - INFO - Epoch [69][100/627] lr: 5.015e-02, eta: 1 day, 9:45:22, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4896, loss_cls: 3.4555, loss: 3.4555 2020-07-03 00:22:26,943 - mmaction - INFO - Epoch [69][120/627] lr: 5.015e-02, eta: 1 day, 9:44:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5188, loss_cls: 3.3811, loss: 3.3811 2020-07-03 00:22:44,636 - mmaction - INFO - Epoch [69][140/627] lr: 5.015e-02, eta: 1 day, 9:44:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5333, loss_cls: 3.2259, loss: 3.2259 2020-07-03 00:23:02,383 - mmaction - INFO - Epoch [69][160/627] lr: 5.015e-02, eta: 1 day, 9:43:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4750, loss_cls: 3.4571, loss: 3.4571 2020-07-03 00:23:20,105 - mmaction - INFO - Epoch [69][180/627] lr: 5.015e-02, eta: 1 day, 9:43:23, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5063, loss_cls: 3.3275, loss: 3.3275 2020-07-03 00:23:37,811 - mmaction - INFO - Epoch [69][200/627] lr: 5.015e-02, eta: 1 day, 9:42:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5000, loss_cls: 3.3464, loss: 3.3464 2020-07-03 00:23:55,531 - mmaction - INFO - Epoch [69][220/627] lr: 5.015e-02, eta: 1 day, 9:42:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.4958, loss_cls: 3.3459, loss: 3.3459 2020-07-03 00:24:13,225 - mmaction - INFO - Epoch [69][240/627] lr: 5.015e-02, eta: 1 day, 9:41:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5208, loss_cls: 3.3888, loss: 3.3888 2020-07-03 00:24:30,965 - mmaction - INFO - Epoch [69][260/627] lr: 5.015e-02, eta: 1 day, 9:41:25, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5125, loss_cls: 3.3604, loss: 3.3604 2020-07-03 00:24:48,700 - mmaction - INFO - Epoch [69][280/627] lr: 5.015e-02, eta: 1 day, 9:40:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5375, loss_cls: 3.3373, loss: 3.3373 2020-07-03 00:25:09,439 - mmaction - INFO - Epoch [69][300/627] lr: 5.015e-02, eta: 1 day, 9:40:35, time: 1.034, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4979, loss_cls: 3.4970, loss: 3.4970 2020-07-03 00:25:27,152 - mmaction - INFO - Epoch [69][320/627] lr: 5.015e-02, eta: 1 day, 9:40:05, time: 0.889, data_time: 0.004, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5312, loss_cls: 3.4106, loss: 3.4106 2020-07-03 00:25:44,866 - mmaction - INFO - Epoch [69][340/627] lr: 5.015e-02, eta: 1 day, 9:39:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5271, loss_cls: 3.2683, loss: 3.2683 2020-07-03 00:26:02,543 - mmaction - INFO - Epoch [69][360/627] lr: 5.015e-02, eta: 1 day, 9:39:06, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4875, loss_cls: 3.4488, loss: 3.4488 2020-07-03 00:26:20,246 - mmaction - INFO - Epoch [69][380/627] lr: 5.015e-02, eta: 1 day, 9:38:36, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5521, loss_cls: 3.3161, loss: 3.3161 2020-07-03 00:26:37,955 - mmaction - INFO - Epoch [69][400/627] lr: 5.015e-02, eta: 1 day, 9:38:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5208, loss_cls: 3.4126, loss: 3.4126 2020-07-03 00:26:55,708 - mmaction - INFO - Epoch [69][420/627] lr: 5.015e-02, eta: 1 day, 9:37:37, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5521, loss_cls: 3.1711, loss: 3.1711 2020-07-03 00:27:13,403 - mmaction - INFO - Epoch [69][440/627] lr: 5.015e-02, eta: 1 day, 9:37:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5104, loss_cls: 3.4962, loss: 3.4962 2020-07-03 00:27:31,144 - mmaction - INFO - Epoch [69][460/627] lr: 5.015e-02, eta: 1 day, 9:36:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5042, loss_cls: 3.4050, loss: 3.4050 2020-07-03 00:27:48,824 - mmaction - INFO - Epoch [69][480/627] lr: 5.015e-02, eta: 1 day, 9:36:09, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5125, loss_cls: 3.3654, loss: 3.3654 2020-07-03 00:28:06,562 - mmaction - INFO - Epoch [69][500/627] lr: 5.015e-02, eta: 1 day, 9:35:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4958, loss_cls: 3.5171, loss: 3.5171 2020-07-03 00:28:24,281 - mmaction - INFO - Epoch [69][520/627] lr: 5.015e-02, eta: 1 day, 9:35:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4875, loss_cls: 3.4152, loss: 3.4152 2020-07-03 00:28:42,029 - mmaction - INFO - Epoch [69][540/627] lr: 5.015e-02, eta: 1 day, 9:34:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5229, loss_cls: 3.4086, loss: 3.4086 2020-07-03 00:28:59,724 - mmaction - INFO - Epoch [69][560/627] lr: 5.015e-02, eta: 1 day, 9:34:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5167, loss_cls: 3.4158, loss: 3.4158 2020-07-03 00:29:17,465 - mmaction - INFO - Epoch [69][580/627] lr: 5.015e-02, eta: 1 day, 9:33:41, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4958, loss_cls: 3.4561, loss: 3.4561 2020-07-03 00:29:35,225 - mmaction - INFO - Epoch [69][600/627] lr: 5.015e-02, eta: 1 day, 9:33:12, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5313, loss_cls: 3.2794, loss: 3.2794 2020-07-03 00:29:53,021 - mmaction - INFO - Epoch [69][620/627] lr: 5.015e-02, eta: 1 day, 9:32:43, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5292, loss_cls: 3.4329, loss: 3.4329 2020-07-03 00:31:56,334 - mmaction - INFO - Epoch [70][20/627] lr: 4.987e-02, eta: 1 day, 9:36:44, time: 5.781, data_time: 4.005, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5083, loss_cls: 3.4569, loss: 3.4569 2020-07-03 00:32:13,927 - mmaction - INFO - Epoch [70][40/627] lr: 4.987e-02, eta: 1 day, 9:36:14, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4833, loss_cls: 3.4657, loss: 3.4657 2020-07-03 00:32:31,580 - mmaction - INFO - Epoch [70][60/627] lr: 4.987e-02, eta: 1 day, 9:35:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5146, loss_cls: 3.2782, loss: 3.2782 2020-07-03 00:32:49,259 - mmaction - INFO - Epoch [70][80/627] lr: 4.987e-02, eta: 1 day, 9:35:14, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5146, loss_cls: 3.3880, loss: 3.3880 2020-07-03 00:33:06,901 - mmaction - INFO - Epoch [70][100/627] lr: 4.987e-02, eta: 1 day, 9:34:45, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5000, loss_cls: 3.3488, loss: 3.3488 2020-07-03 00:33:24,593 - mmaction - INFO - Epoch [70][120/627] lr: 4.987e-02, eta: 1 day, 9:34:15, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5146, loss_cls: 3.4156, loss: 3.4156 2020-07-03 00:33:42,262 - mmaction - INFO - Epoch [70][140/627] lr: 4.987e-02, eta: 1 day, 9:33:45, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5563, loss_cls: 3.2581, loss: 3.2581 2020-07-03 00:33:59,952 - mmaction - INFO - Epoch [70][160/627] lr: 4.987e-02, eta: 1 day, 9:33:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5417, loss_cls: 3.2680, loss: 3.2680 2020-07-03 00:34:17,599 - mmaction - INFO - Epoch [70][180/627] lr: 4.987e-02, eta: 1 day, 9:32:46, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4771, loss_cls: 3.4395, loss: 3.4395 2020-07-03 00:34:35,341 - mmaction - INFO - Epoch [70][200/627] lr: 4.987e-02, eta: 1 day, 9:32:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5313, loss_cls: 3.3203, loss: 3.3203 2020-07-03 00:34:53,069 - mmaction - INFO - Epoch [70][220/627] lr: 4.987e-02, eta: 1 day, 9:31:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5104, loss_cls: 3.3755, loss: 3.3755 2020-07-03 00:35:11,221 - mmaction - INFO - Epoch [70][240/627] lr: 4.987e-02, eta: 1 day, 9:31:19, time: 0.907, data_time: 0.001, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5354, loss_cls: 3.2590, loss: 3.2590 2020-07-03 00:35:28,885 - mmaction - INFO - Epoch [70][260/627] lr: 4.987e-02, eta: 1 day, 9:30:49, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5063, loss_cls: 3.3405, loss: 3.3405 2020-07-03 00:35:46,625 - mmaction - INFO - Epoch [70][280/627] lr: 4.987e-02, eta: 1 day, 9:30:20, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4958, loss_cls: 3.4350, loss: 3.4350 2020-07-03 00:36:04,409 - mmaction - INFO - Epoch [70][300/627] lr: 4.987e-02, eta: 1 day, 9:29:51, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5188, loss_cls: 3.3308, loss: 3.3308 2020-07-03 00:36:22,084 - mmaction - INFO - Epoch [70][320/627] lr: 4.987e-02, eta: 1 day, 9:29:21, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5146, loss_cls: 3.3068, loss: 3.3068 2020-07-03 00:36:39,750 - mmaction - INFO - Epoch [70][340/627] lr: 4.987e-02, eta: 1 day, 9:28:51, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5188, loss_cls: 3.3779, loss: 3.3779 2020-07-03 00:36:57,498 - mmaction - INFO - Epoch [70][360/627] lr: 4.987e-02, eta: 1 day, 9:28:22, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4938, loss_cls: 3.4501, loss: 3.4501 2020-07-03 00:37:15,206 - mmaction - INFO - Epoch [70][380/627] lr: 4.987e-02, eta: 1 day, 9:27:53, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4750, loss_cls: 3.5090, loss: 3.5090 2020-07-03 00:37:32,933 - mmaction - INFO - Epoch [70][400/627] lr: 4.987e-02, eta: 1 day, 9:27:23, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5167, loss_cls: 3.3668, loss: 3.3668 2020-07-03 00:37:50,637 - mmaction - INFO - Epoch [70][420/627] lr: 4.987e-02, eta: 1 day, 9:26:54, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5312, loss_cls: 3.3263, loss: 3.3263 2020-07-03 00:38:08,350 - mmaction - INFO - Epoch [70][440/627] lr: 4.987e-02, eta: 1 day, 9:26:25, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5188, loss_cls: 3.2796, loss: 3.2796 2020-07-03 00:38:26,016 - mmaction - INFO - Epoch [70][460/627] lr: 4.987e-02, eta: 1 day, 9:25:55, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5167, loss_cls: 3.4433, loss: 3.4433 2020-07-03 00:38:43,818 - mmaction - INFO - Epoch [70][480/627] lr: 4.987e-02, eta: 1 day, 9:25:26, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5062, loss_cls: 3.4917, loss: 3.4917 2020-07-03 00:39:01,509 - mmaction - INFO - Epoch [70][500/627] lr: 4.987e-02, eta: 1 day, 9:24:57, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5042, loss_cls: 3.4915, loss: 3.4915 2020-07-03 00:39:19,273 - mmaction - INFO - Epoch [70][520/627] lr: 4.987e-02, eta: 1 day, 9:24:27, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4321, loss: 3.4321 2020-07-03 00:39:36,984 - mmaction - INFO - Epoch [70][540/627] lr: 4.987e-02, eta: 1 day, 9:23:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5104, loss_cls: 3.3808, loss: 3.3808 2020-07-03 00:39:54,737 - mmaction - INFO - Epoch [70][560/627] lr: 4.987e-02, eta: 1 day, 9:23:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4979, loss_cls: 3.3927, loss: 3.3927 2020-07-03 00:40:12,437 - mmaction - INFO - Epoch [70][580/627] lr: 4.987e-02, eta: 1 day, 9:23:00, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5292, loss_cls: 3.3452, loss: 3.3452 2020-07-03 00:40:30,188 - mmaction - INFO - Epoch [70][600/627] lr: 4.987e-02, eta: 1 day, 9:22:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5417, loss_cls: 3.3685, loss: 3.3685 2020-07-03 00:40:47,893 - mmaction - INFO - Epoch [70][620/627] lr: 4.987e-02, eta: 1 day, 9:22:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5229, loss_cls: 3.3498, loss: 3.3498 2020-07-03 00:42:32,886 - mmaction - INFO - Epoch [71][20/627] lr: 4.960e-02, eta: 1 day, 9:25:04, time: 4.902, data_time: 3.987, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5125, loss_cls: 3.4087, loss: 3.4087 2020-07-03 00:42:50,540 - mmaction - INFO - Epoch [71][40/627] lr: 4.960e-02, eta: 1 day, 9:24:34, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5146, loss_cls: 3.3579, loss: 3.3579 2020-07-03 00:43:08,156 - mmaction - INFO - Epoch [71][60/627] lr: 4.960e-02, eta: 1 day, 9:24:05, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5146, loss_cls: 3.4156, loss: 3.4156 2020-07-03 00:43:25,842 - mmaction - INFO - Epoch [71][80/627] lr: 4.960e-02, eta: 1 day, 9:23:35, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5313, loss_cls: 3.3555, loss: 3.3555 2020-07-03 00:43:43,536 - mmaction - INFO - Epoch [71][100/627] lr: 4.960e-02, eta: 1 day, 9:23:06, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5375, loss_cls: 3.2554, loss: 3.2554 2020-07-03 00:44:01,220 - mmaction - INFO - Epoch [71][120/627] lr: 4.960e-02, eta: 1 day, 9:22:36, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5167, loss_cls: 3.4697, loss: 3.4697 2020-07-03 00:44:18,953 - mmaction - INFO - Epoch [71][140/627] lr: 4.960e-02, eta: 1 day, 9:22:07, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4917, loss_cls: 3.4078, loss: 3.4078 2020-07-03 00:44:36,652 - mmaction - INFO - Epoch [71][160/627] lr: 4.960e-02, eta: 1 day, 9:21:38, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5292, loss_cls: 3.4069, loss: 3.4069 2020-07-03 00:44:54,415 - mmaction - INFO - Epoch [71][180/627] lr: 4.960e-02, eta: 1 day, 9:21:09, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5104, loss_cls: 3.4299, loss: 3.4299 2020-07-03 00:45:12,501 - mmaction - INFO - Epoch [71][200/627] lr: 4.960e-02, eta: 1 day, 9:20:40, time: 0.903, data_time: 0.002, memory: 8451, top1_acc: 0.2458, top5_acc: 0.5104, loss_cls: 3.5995, loss: 3.5995 2020-07-03 00:45:30,316 - mmaction - INFO - Epoch [71][220/627] lr: 4.960e-02, eta: 1 day, 9:20:11, time: 0.892, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5000, loss_cls: 3.3279, loss: 3.3279 2020-07-03 00:45:48,045 - mmaction - INFO - Epoch [71][240/627] lr: 4.960e-02, eta: 1 day, 9:19:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5146, loss_cls: 3.1815, loss: 3.1815 2020-07-03 00:46:05,796 - mmaction - INFO - Epoch [71][260/627] lr: 4.960e-02, eta: 1 day, 9:19:13, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5292, loss_cls: 3.2720, loss: 3.2720 2020-07-03 00:46:23,575 - mmaction - INFO - Epoch [71][280/627] lr: 4.960e-02, eta: 1 day, 9:18:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5417, loss_cls: 3.2809, loss: 3.2809 2020-07-03 00:46:41,293 - mmaction - INFO - Epoch [71][300/627] lr: 4.960e-02, eta: 1 day, 9:18:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5208, loss_cls: 3.3439, loss: 3.3439 2020-07-03 00:46:59,032 - mmaction - INFO - Epoch [71][320/627] lr: 4.960e-02, eta: 1 day, 9:17:46, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5187, loss_cls: 3.4406, loss: 3.4406 2020-07-03 00:47:16,745 - mmaction - INFO - Epoch [71][340/627] lr: 4.960e-02, eta: 1 day, 9:17:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5063, loss_cls: 3.4064, loss: 3.4064 2020-07-03 00:47:34,461 - mmaction - INFO - Epoch [71][360/627] lr: 4.960e-02, eta: 1 day, 9:16:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5292, loss_cls: 3.2686, loss: 3.2686 2020-07-03 00:47:52,197 - mmaction - INFO - Epoch [71][380/627] lr: 4.960e-02, eta: 1 day, 9:16:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.5000, loss_cls: 3.4834, loss: 3.4834 2020-07-03 00:48:09,909 - mmaction - INFO - Epoch [71][400/627] lr: 4.960e-02, eta: 1 day, 9:15:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5083, loss_cls: 3.4194, loss: 3.4194 2020-07-03 00:48:27,690 - mmaction - INFO - Epoch [71][420/627] lr: 4.960e-02, eta: 1 day, 9:15:20, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5104, loss_cls: 3.3316, loss: 3.3316 2020-07-03 00:48:45,426 - mmaction - INFO - Epoch [71][440/627] lr: 4.960e-02, eta: 1 day, 9:14:51, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4854, loss_cls: 3.4723, loss: 3.4723 2020-07-03 00:49:03,188 - mmaction - INFO - Epoch [71][460/627] lr: 4.960e-02, eta: 1 day, 9:14:22, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5583, loss_cls: 3.3162, loss: 3.3162 2020-07-03 00:49:20,963 - mmaction - INFO - Epoch [71][480/627] lr: 4.960e-02, eta: 1 day, 9:13:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4896, loss_cls: 3.4084, loss: 3.4084 2020-07-03 00:49:38,827 - mmaction - INFO - Epoch [71][500/627] lr: 4.960e-02, eta: 1 day, 9:13:24, time: 0.897, data_time: 0.014, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5167, loss_cls: 3.2963, loss: 3.2963 2020-07-03 00:49:56,880 - mmaction - INFO - Epoch [71][520/627] lr: 4.960e-02, eta: 1 day, 9:12:56, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4917, loss_cls: 3.3446, loss: 3.3446 2020-07-03 00:50:14,946 - mmaction - INFO - Epoch [71][540/627] lr: 4.960e-02, eta: 1 day, 9:12:28, time: 0.909, data_time: 0.017, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5375, loss_cls: 3.2762, loss: 3.2762 2020-07-03 00:50:32,742 - mmaction - INFO - Epoch [71][560/627] lr: 4.960e-02, eta: 1 day, 9:11:59, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5583, loss_cls: 3.2302, loss: 3.2302 2020-07-03 00:50:50,494 - mmaction - INFO - Epoch [71][580/627] lr: 4.960e-02, eta: 1 day, 9:11:30, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4917, loss_cls: 3.3397, loss: 3.3397 2020-07-03 00:51:08,212 - mmaction - INFO - Epoch [71][600/627] lr: 4.960e-02, eta: 1 day, 9:11:01, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4979, loss_cls: 3.3618, loss: 3.3618 2020-07-03 00:51:25,950 - mmaction - INFO - Epoch [71][620/627] lr: 4.960e-02, eta: 1 day, 9:10:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5229, loss_cls: 3.3198, loss: 3.3198 2020-07-03 00:53:13,655 - mmaction - INFO - Epoch [72][20/627] lr: 4.931e-02, eta: 1 day, 9:13:38, time: 5.033, data_time: 4.125, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5521, loss_cls: 3.2920, loss: 3.2920 2020-07-03 00:53:31,265 - mmaction - INFO - Epoch [72][40/627] lr: 4.931e-02, eta: 1 day, 9:13:09, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5396, loss_cls: 3.3624, loss: 3.3624 2020-07-03 00:53:48,908 - mmaction - INFO - Epoch [72][60/627] lr: 4.931e-02, eta: 1 day, 9:12:39, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5146, loss_cls: 3.3249, loss: 3.3249 2020-07-03 00:54:06,598 - mmaction - INFO - Epoch [72][80/627] lr: 4.931e-02, eta: 1 day, 9:12:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5375, loss_cls: 3.2114, loss: 3.2114 2020-07-03 00:54:24,290 - mmaction - INFO - Epoch [72][100/627] lr: 4.931e-02, eta: 1 day, 9:11:41, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5021, loss_cls: 3.4320, loss: 3.4320 2020-07-03 00:54:41,952 - mmaction - INFO - Epoch [72][120/627] lr: 4.931e-02, eta: 1 day, 9:11:12, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5187, loss_cls: 3.3839, loss: 3.3839 2020-07-03 00:54:59,639 - mmaction - INFO - Epoch [72][140/627] lr: 4.931e-02, eta: 1 day, 9:10:43, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5167, loss_cls: 3.3376, loss: 3.3376 2020-07-03 00:55:17,466 - mmaction - INFO - Epoch [72][160/627] lr: 4.931e-02, eta: 1 day, 9:10:14, time: 0.892, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5354, loss_cls: 3.1631, loss: 3.1631 2020-07-03 00:55:35,253 - mmaction - INFO - Epoch [72][180/627] lr: 4.931e-02, eta: 1 day, 9:09:45, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5062, loss_cls: 3.4167, loss: 3.4167 2020-07-03 00:55:52,957 - mmaction - INFO - Epoch [72][200/627] lr: 4.931e-02, eta: 1 day, 9:09:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5500, loss_cls: 3.2085, loss: 3.2085 2020-07-03 00:56:10,707 - mmaction - INFO - Epoch [72][220/627] lr: 4.931e-02, eta: 1 day, 9:08:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5188, loss_cls: 3.3482, loss: 3.3482 2020-07-03 00:56:28,438 - mmaction - INFO - Epoch [72][240/627] lr: 4.931e-02, eta: 1 day, 9:08:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5146, loss_cls: 3.3017, loss: 3.3017 2020-07-03 00:56:46,136 - mmaction - INFO - Epoch [72][260/627] lr: 4.931e-02, eta: 1 day, 9:07:49, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5167, loss_cls: 3.3289, loss: 3.3289 2020-07-03 00:57:03,843 - mmaction - INFO - Epoch [72][280/627] lr: 4.931e-02, eta: 1 day, 9:07:20, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5396, loss_cls: 3.2445, loss: 3.2445 2020-07-03 00:57:21,597 - mmaction - INFO - Epoch [72][300/627] lr: 4.931e-02, eta: 1 day, 9:06:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5125, loss_cls: 3.4327, loss: 3.4327 2020-07-03 00:57:39,331 - mmaction - INFO - Epoch [72][320/627] lr: 4.931e-02, eta: 1 day, 9:06:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5063, loss_cls: 3.3974, loss: 3.3974 2020-07-03 00:57:57,069 - mmaction - INFO - Epoch [72][340/627] lr: 4.931e-02, eta: 1 day, 9:05:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5229, loss_cls: 3.3904, loss: 3.3904 2020-07-03 00:58:14,763 - mmaction - INFO - Epoch [72][360/627] lr: 4.931e-02, eta: 1 day, 9:05:24, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5062, loss_cls: 3.4146, loss: 3.4146 2020-07-03 00:58:32,535 - mmaction - INFO - Epoch [72][380/627] lr: 4.931e-02, eta: 1 day, 9:04:55, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5500, loss_cls: 3.2886, loss: 3.2886 2020-07-03 00:58:50,228 - mmaction - INFO - Epoch [72][400/627] lr: 4.931e-02, eta: 1 day, 9:04:26, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5021, loss_cls: 3.4838, loss: 3.4838 2020-07-03 00:59:07,920 - mmaction - INFO - Epoch [72][420/627] lr: 4.931e-02, eta: 1 day, 9:03:57, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5083, loss_cls: 3.2733, loss: 3.2733 2020-07-03 00:59:25,648 - mmaction - INFO - Epoch [72][440/627] lr: 4.931e-02, eta: 1 day, 9:03:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4896, loss_cls: 3.5147, loss: 3.5147 2020-07-03 00:59:43,378 - mmaction - INFO - Epoch [72][460/627] lr: 4.931e-02, eta: 1 day, 9:02:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2688, top5_acc: 0.5104, loss_cls: 3.4148, loss: 3.4148 2020-07-03 01:00:01,090 - mmaction - INFO - Epoch [72][480/627] lr: 4.931e-02, eta: 1 day, 9:02:30, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4938, loss_cls: 3.4103, loss: 3.4103 2020-07-03 01:00:24,215 - mmaction - INFO - Epoch [72][500/627] lr: 4.931e-02, eta: 1 day, 9:02:17, time: 1.150, data_time: 0.005, memory: 8451, top1_acc: 0.2938, top5_acc: 0.4937, loss_cls: 3.5045, loss: 3.5045 2020-07-03 01:00:41,961 - mmaction - INFO - Epoch [72][520/627] lr: 4.931e-02, eta: 1 day, 9:01:48, time: 0.894, data_time: 0.012, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5312, loss_cls: 3.3162, loss: 3.3162 2020-07-03 01:00:59,719 - mmaction - INFO - Epoch [72][540/627] lr: 4.931e-02, eta: 1 day, 9:01:19, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5354, loss_cls: 3.2852, loss: 3.2852 2020-07-03 01:01:17,409 - mmaction - INFO - Epoch [72][560/627] lr: 4.931e-02, eta: 1 day, 9:00:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5354, loss_cls: 3.3633, loss: 3.3633 2020-07-03 01:01:35,111 - mmaction - INFO - Epoch [72][580/627] lr: 4.931e-02, eta: 1 day, 9:00:21, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5000, loss_cls: 3.4263, loss: 3.4263 2020-07-03 01:01:52,875 - mmaction - INFO - Epoch [72][600/627] lr: 4.931e-02, eta: 1 day, 8:59:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5396, loss_cls: 3.2472, loss: 3.2472 2020-07-03 01:02:10,599 - mmaction - INFO - Epoch [72][620/627] lr: 4.931e-02, eta: 1 day, 8:59:24, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4938, loss_cls: 3.4452, loss: 3.4452 2020-07-03 01:02:25,013 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-03 01:04:21,359 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 01:04:22,287 - mmaction - INFO - top1_acc 0.3290 top5_acc 0.5743 2020-07-03 01:04:22,288 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 01:04:22,341 - mmaction - INFO - mean_acc 0.3289 2020-07-03 01:04:22,349 - mmaction - INFO - Epoch [72][627/627] lr: 4.931e-02, top1_acc: 0.3290, top5_acc: 0.5743, mean_class_accuracy: 0.3289 2020-07-03 01:06:09,661 - mmaction - INFO - Epoch [73][20/627] lr: 4.903e-02, eta: 1 day, 9:02:44, time: 5.363, data_time: 3.903, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5146, loss_cls: 3.3499, loss: 3.3499 2020-07-03 01:06:27,237 - mmaction - INFO - Epoch [73][40/627] lr: 4.903e-02, eta: 1 day, 9:02:15, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5250, loss_cls: 3.2743, loss: 3.2743 2020-07-03 01:06:44,814 - mmaction - INFO - Epoch [73][60/627] lr: 4.903e-02, eta: 1 day, 9:01:46, time: 0.878, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5354, loss_cls: 3.3695, loss: 3.3695 2020-07-03 01:07:02,450 - mmaction - INFO - Epoch [73][80/627] lr: 4.903e-02, eta: 1 day, 9:01:17, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5479, loss_cls: 3.1600, loss: 3.1600 2020-07-03 01:07:20,133 - mmaction - INFO - Epoch [73][100/627] lr: 4.903e-02, eta: 1 day, 9:00:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5854, loss_cls: 3.0722, loss: 3.0722 2020-07-03 01:07:37,826 - mmaction - INFO - Epoch [73][120/627] lr: 4.903e-02, eta: 1 day, 9:00:19, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5500, loss_cls: 3.2764, loss: 3.2764 2020-07-03 01:07:55,543 - mmaction - INFO - Epoch [73][140/627] lr: 4.903e-02, eta: 1 day, 8:59:50, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5271, loss_cls: 3.3125, loss: 3.3125 2020-07-03 01:08:13,283 - mmaction - INFO - Epoch [73][160/627] lr: 4.903e-02, eta: 1 day, 8:59:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5167, loss_cls: 3.2950, loss: 3.2950 2020-07-03 01:08:30,981 - mmaction - INFO - Epoch [73][180/627] lr: 4.903e-02, eta: 1 day, 8:58:52, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2688, top5_acc: 0.5229, loss_cls: 3.4303, loss: 3.4303 2020-07-03 01:08:48,655 - mmaction - INFO - Epoch [73][200/627] lr: 4.903e-02, eta: 1 day, 8:58:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5563, loss_cls: 3.0955, loss: 3.0955 2020-07-03 01:09:06,342 - mmaction - INFO - Epoch [73][220/627] lr: 4.903e-02, eta: 1 day, 8:57:54, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5146, loss_cls: 3.4336, loss: 3.4336 2020-07-03 01:09:24,060 - mmaction - INFO - Epoch [73][240/627] lr: 4.903e-02, eta: 1 day, 8:57:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5313, loss_cls: 3.2211, loss: 3.2211 2020-07-03 01:09:41,759 - mmaction - INFO - Epoch [73][260/627] lr: 4.903e-02, eta: 1 day, 8:56:56, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5021, loss_cls: 3.3681, loss: 3.3681 2020-07-03 01:09:59,433 - mmaction - INFO - Epoch [73][280/627] lr: 4.903e-02, eta: 1 day, 8:56:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5125, loss_cls: 3.3624, loss: 3.3624 2020-07-03 01:10:17,935 - mmaction - INFO - Epoch [73][300/627] lr: 4.903e-02, eta: 1 day, 8:56:00, time: 0.924, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5708, loss_cls: 3.2259, loss: 3.2259 2020-07-03 01:10:35,702 - mmaction - INFO - Epoch [73][320/627] lr: 4.903e-02, eta: 1 day, 8:55:32, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5146, loss_cls: 3.3264, loss: 3.3264 2020-07-03 01:10:53,385 - mmaction - INFO - Epoch [73][340/627] lr: 4.903e-02, eta: 1 day, 8:55:03, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5187, loss_cls: 3.2521, loss: 3.2521 2020-07-03 01:11:11,052 - mmaction - INFO - Epoch [73][360/627] lr: 4.903e-02, eta: 1 day, 8:54:34, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5021, loss_cls: 3.3739, loss: 3.3739 2020-07-03 01:11:28,771 - mmaction - INFO - Epoch [73][380/627] lr: 4.903e-02, eta: 1 day, 8:54:05, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5396, loss_cls: 3.3842, loss: 3.3842 2020-07-03 01:11:46,509 - mmaction - INFO - Epoch [73][400/627] lr: 4.903e-02, eta: 1 day, 8:53:36, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4833, loss_cls: 3.4923, loss: 3.4923 2020-07-03 01:12:04,260 - mmaction - INFO - Epoch [73][420/627] lr: 4.903e-02, eta: 1 day, 8:53:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5146, loss_cls: 3.3664, loss: 3.3664 2020-07-03 01:12:22,002 - mmaction - INFO - Epoch [73][440/627] lr: 4.903e-02, eta: 1 day, 8:52:39, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5250, loss_cls: 3.3795, loss: 3.3795 2020-07-03 01:12:39,737 - mmaction - INFO - Epoch [73][460/627] lr: 4.903e-02, eta: 1 day, 8:52:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5146, loss_cls: 3.3309, loss: 3.3309 2020-07-03 01:12:57,496 - mmaction - INFO - Epoch [73][480/627] lr: 4.903e-02, eta: 1 day, 8:51:42, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5333, loss_cls: 3.3082, loss: 3.3082 2020-07-03 01:13:15,219 - mmaction - INFO - Epoch [73][500/627] lr: 4.903e-02, eta: 1 day, 8:51:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5333, loss_cls: 3.3653, loss: 3.3653 2020-07-03 01:13:32,951 - mmaction - INFO - Epoch [73][520/627] lr: 4.903e-02, eta: 1 day, 8:50:44, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5042, loss_cls: 3.4416, loss: 3.4416 2020-07-03 01:13:50,704 - mmaction - INFO - Epoch [73][540/627] lr: 4.903e-02, eta: 1 day, 8:50:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5083, loss_cls: 3.3747, loss: 3.3747 2020-07-03 01:14:08,442 - mmaction - INFO - Epoch [73][560/627] lr: 4.903e-02, eta: 1 day, 8:49:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5396, loss_cls: 3.2483, loss: 3.2483 2020-07-03 01:14:26,179 - mmaction - INFO - Epoch [73][580/627] lr: 4.903e-02, eta: 1 day, 8:49:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5313, loss_cls: 3.2773, loss: 3.2773 2020-07-03 01:14:43,932 - mmaction - INFO - Epoch [73][600/627] lr: 4.903e-02, eta: 1 day, 8:48:50, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4938, loss_cls: 3.3817, loss: 3.3817 2020-07-03 01:15:01,748 - mmaction - INFO - Epoch [73][620/627] lr: 4.903e-02, eta: 1 day, 8:48:21, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5104, loss_cls: 3.3508, loss: 3.3508 2020-07-03 01:16:56,584 - mmaction - INFO - Epoch [74][20/627] lr: 4.875e-02, eta: 1 day, 8:51:35, time: 5.317, data_time: 4.404, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5250, loss_cls: 3.3437, loss: 3.3437 2020-07-03 01:17:14,199 - mmaction - INFO - Epoch [74][40/627] lr: 4.875e-02, eta: 1 day, 8:51:05, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.5166, loss: 3.5166 2020-07-03 01:17:31,771 - mmaction - INFO - Epoch [74][60/627] lr: 4.875e-02, eta: 1 day, 8:50:36, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5104, loss_cls: 3.4049, loss: 3.4049 2020-07-03 01:17:49,392 - mmaction - INFO - Epoch [74][80/627] lr: 4.875e-02, eta: 1 day, 8:50:07, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5458, loss_cls: 3.1641, loss: 3.1641 2020-07-03 01:18:07,071 - mmaction - INFO - Epoch [74][100/627] lr: 4.875e-02, eta: 1 day, 8:49:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5000, loss_cls: 3.4480, loss: 3.4480 2020-07-03 01:18:24,755 - mmaction - INFO - Epoch [74][120/627] lr: 4.875e-02, eta: 1 day, 8:49:09, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4958, loss_cls: 3.4393, loss: 3.4393 2020-07-03 01:18:42,456 - mmaction - INFO - Epoch [74][140/627] lr: 4.875e-02, eta: 1 day, 8:48:41, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5313, loss_cls: 3.3800, loss: 3.3800 2020-07-03 01:19:00,159 - mmaction - INFO - Epoch [74][160/627] lr: 4.875e-02, eta: 1 day, 8:48:12, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5167, loss_cls: 3.4150, loss: 3.4150 2020-07-03 01:19:17,869 - mmaction - INFO - Epoch [74][180/627] lr: 4.875e-02, eta: 1 day, 8:47:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5271, loss_cls: 3.3832, loss: 3.3832 2020-07-03 01:19:35,561 - mmaction - INFO - Epoch [74][200/627] lr: 4.875e-02, eta: 1 day, 8:47:14, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5333, loss_cls: 3.2256, loss: 3.2256 2020-07-03 01:19:53,294 - mmaction - INFO - Epoch [74][220/627] lr: 4.875e-02, eta: 1 day, 8:46:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4812, loss_cls: 3.4867, loss: 3.4867 2020-07-03 01:20:10,966 - mmaction - INFO - Epoch [74][240/627] lr: 4.875e-02, eta: 1 day, 8:46:17, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5313, loss_cls: 3.2869, loss: 3.2869 2020-07-03 01:20:28,656 - mmaction - INFO - Epoch [74][260/627] lr: 4.875e-02, eta: 1 day, 8:45:48, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3536, loss: 3.3536 2020-07-03 01:20:46,355 - mmaction - INFO - Epoch [74][280/627] lr: 4.875e-02, eta: 1 day, 8:45:19, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.4813, loss_cls: 3.4557, loss: 3.4557 2020-07-03 01:21:04,092 - mmaction - INFO - Epoch [74][300/627] lr: 4.875e-02, eta: 1 day, 8:44:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5229, loss_cls: 3.3319, loss: 3.3319 2020-07-03 01:21:21,752 - mmaction - INFO - Epoch [74][320/627] lr: 4.875e-02, eta: 1 day, 8:44:22, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5188, loss_cls: 3.4463, loss: 3.4463 2020-07-03 01:21:39,481 - mmaction - INFO - Epoch [74][340/627] lr: 4.875e-02, eta: 1 day, 8:43:53, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5125, loss_cls: 3.3546, loss: 3.3546 2020-07-03 01:21:57,207 - mmaction - INFO - Epoch [74][360/627] lr: 4.875e-02, eta: 1 day, 8:43:25, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5417, loss_cls: 3.2244, loss: 3.2244 2020-07-03 01:22:14,835 - mmaction - INFO - Epoch [74][380/627] lr: 4.875e-02, eta: 1 day, 8:42:56, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4729, loss_cls: 3.5347, loss: 3.5347 2020-07-03 01:22:32,521 - mmaction - INFO - Epoch [74][400/627] lr: 4.875e-02, eta: 1 day, 8:42:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2625, top5_acc: 0.5021, loss_cls: 3.4703, loss: 3.4703 2020-07-03 01:22:50,330 - mmaction - INFO - Epoch [74][420/627] lr: 4.875e-02, eta: 1 day, 8:41:59, time: 0.891, data_time: 0.001, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5333, loss_cls: 3.3843, loss: 3.3843 2020-07-03 01:23:08,011 - mmaction - INFO - Epoch [74][440/627] lr: 4.875e-02, eta: 1 day, 8:41:30, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5208, loss_cls: 3.2555, loss: 3.2555 2020-07-03 01:23:25,761 - mmaction - INFO - Epoch [74][460/627] lr: 4.875e-02, eta: 1 day, 8:41:02, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5271, loss_cls: 3.3075, loss: 3.3075 2020-07-03 01:23:43,489 - mmaction - INFO - Epoch [74][480/627] lr: 4.875e-02, eta: 1 day, 8:40:33, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5167, loss_cls: 3.3515, loss: 3.3515 2020-07-03 01:24:01,236 - mmaction - INFO - Epoch [74][500/627] lr: 4.875e-02, eta: 1 day, 8:40:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5625, loss_cls: 3.1345, loss: 3.1345 2020-07-03 01:24:18,982 - mmaction - INFO - Epoch [74][520/627] lr: 4.875e-02, eta: 1 day, 8:39:36, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5396, loss_cls: 3.3555, loss: 3.3555 2020-07-03 01:24:36,749 - mmaction - INFO - Epoch [74][540/627] lr: 4.875e-02, eta: 1 day, 8:39:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4917, loss_cls: 3.5767, loss: 3.5767 2020-07-03 01:24:54,460 - mmaction - INFO - Epoch [74][560/627] lr: 4.875e-02, eta: 1 day, 8:38:40, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5229, loss_cls: 3.4647, loss: 3.4647 2020-07-03 01:25:12,181 - mmaction - INFO - Epoch [74][580/627] lr: 4.875e-02, eta: 1 day, 8:38:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.4896, loss_cls: 3.4461, loss: 3.4461 2020-07-03 01:25:29,880 - mmaction - INFO - Epoch [74][600/627] lr: 4.875e-02, eta: 1 day, 8:37:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5333, loss_cls: 3.3268, loss: 3.3268 2020-07-03 01:25:47,641 - mmaction - INFO - Epoch [74][620/627] lr: 4.875e-02, eta: 1 day, 8:37:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2563, top5_acc: 0.4583, loss_cls: 3.6008, loss: 3.6008 2020-07-03 01:27:27,869 - mmaction - INFO - Epoch [75][20/627] lr: 4.846e-02, eta: 1 day, 8:39:45, time: 4.629, data_time: 3.705, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4625, loss_cls: 3.4734, loss: 3.4734 2020-07-03 01:27:45,488 - mmaction - INFO - Epoch [75][40/627] lr: 4.846e-02, eta: 1 day, 8:39:16, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.2979, loss: 3.2979 2020-07-03 01:28:03,146 - mmaction - INFO - Epoch [75][60/627] lr: 4.846e-02, eta: 1 day, 8:38:47, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4938, loss_cls: 3.4243, loss: 3.4243 2020-07-03 01:28:20,814 - mmaction - INFO - Epoch [75][80/627] lr: 4.846e-02, eta: 1 day, 8:38:19, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5208, loss_cls: 3.3087, loss: 3.3087 2020-07-03 01:28:38,497 - mmaction - INFO - Epoch [75][100/627] lr: 4.846e-02, eta: 1 day, 8:37:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5646, loss_cls: 3.3824, loss: 3.3824 2020-07-03 01:28:56,121 - mmaction - INFO - Epoch [75][120/627] lr: 4.846e-02, eta: 1 day, 8:37:21, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5167, loss_cls: 3.3914, loss: 3.3914 2020-07-03 01:29:13,873 - mmaction - INFO - Epoch [75][140/627] lr: 4.846e-02, eta: 1 day, 8:36:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5292, loss_cls: 3.3316, loss: 3.3316 2020-07-03 01:29:31,635 - mmaction - INFO - Epoch [75][160/627] lr: 4.846e-02, eta: 1 day, 8:36:24, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5375, loss_cls: 3.2610, loss: 3.2610 2020-07-03 01:29:49,370 - mmaction - INFO - Epoch [75][180/627] lr: 4.846e-02, eta: 1 day, 8:35:56, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5438, loss_cls: 3.1721, loss: 3.1721 2020-07-03 01:30:07,866 - mmaction - INFO - Epoch [75][200/627] lr: 4.846e-02, eta: 1 day, 8:35:30, time: 0.925, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5354, loss_cls: 3.3019, loss: 3.3019 2020-07-03 01:30:25,564 - mmaction - INFO - Epoch [75][220/627] lr: 4.846e-02, eta: 1 day, 8:35:01, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5604, loss_cls: 3.2453, loss: 3.2453 2020-07-03 01:30:43,321 - mmaction - INFO - Epoch [75][240/627] lr: 4.846e-02, eta: 1 day, 8:34:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5208, loss_cls: 3.3540, loss: 3.3540 2020-07-03 01:31:01,085 - mmaction - INFO - Epoch [75][260/627] lr: 4.846e-02, eta: 1 day, 8:34:04, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5417, loss_cls: 3.3340, loss: 3.3340 2020-07-03 01:31:18,793 - mmaction - INFO - Epoch [75][280/627] lr: 4.846e-02, eta: 1 day, 8:33:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5250, loss_cls: 3.3531, loss: 3.3531 2020-07-03 01:31:36,553 - mmaction - INFO - Epoch [75][300/627] lr: 4.846e-02, eta: 1 day, 8:33:07, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5542, loss_cls: 3.1830, loss: 3.1830 2020-07-03 01:31:54,288 - mmaction - INFO - Epoch [75][320/627] lr: 4.846e-02, eta: 1 day, 8:32:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4917, loss_cls: 3.4704, loss: 3.4704 2020-07-03 01:32:12,034 - mmaction - INFO - Epoch [75][340/627] lr: 4.846e-02, eta: 1 day, 8:32:11, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3062, top5_acc: 0.4958, loss_cls: 3.3968, loss: 3.3968 2020-07-03 01:32:29,782 - mmaction - INFO - Epoch [75][360/627] lr: 4.846e-02, eta: 1 day, 8:31:42, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5021, loss_cls: 3.3988, loss: 3.3988 2020-07-03 01:32:47,555 - mmaction - INFO - Epoch [75][380/627] lr: 4.846e-02, eta: 1 day, 8:31:14, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5063, loss_cls: 3.4553, loss: 3.4553 2020-07-03 01:33:05,337 - mmaction - INFO - Epoch [75][400/627] lr: 4.846e-02, eta: 1 day, 8:30:46, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5563, loss_cls: 3.3840, loss: 3.3840 2020-07-03 01:33:23,062 - mmaction - INFO - Epoch [75][420/627] lr: 4.846e-02, eta: 1 day, 8:30:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3479, loss: 3.3479 2020-07-03 01:33:40,775 - mmaction - INFO - Epoch [75][440/627] lr: 4.846e-02, eta: 1 day, 8:29:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5250, loss_cls: 3.2524, loss: 3.2524 2020-07-03 01:33:58,497 - mmaction - INFO - Epoch [75][460/627] lr: 4.846e-02, eta: 1 day, 8:29:21, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2062, loss: 3.2062 2020-07-03 01:34:16,237 - mmaction - INFO - Epoch [75][480/627] lr: 4.846e-02, eta: 1 day, 8:28:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4729, loss_cls: 3.6076, loss: 3.6076 2020-07-03 01:34:33,939 - mmaction - INFO - Epoch [75][500/627] lr: 4.846e-02, eta: 1 day, 8:28:24, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5000, loss_cls: 3.4401, loss: 3.4401 2020-07-03 01:34:51,696 - mmaction - INFO - Epoch [75][520/627] lr: 4.846e-02, eta: 1 day, 8:27:56, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4979, loss_cls: 3.4518, loss: 3.4518 2020-07-03 01:35:09,477 - mmaction - INFO - Epoch [75][540/627] lr: 4.846e-02, eta: 1 day, 8:27:28, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5208, loss_cls: 3.2317, loss: 3.2317 2020-07-03 01:35:27,138 - mmaction - INFO - Epoch [75][560/627] lr: 4.846e-02, eta: 1 day, 8:26:59, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5146, loss_cls: 3.4031, loss: 3.4031 2020-07-03 01:35:44,871 - mmaction - INFO - Epoch [75][580/627] lr: 4.846e-02, eta: 1 day, 8:26:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5125, loss_cls: 3.3279, loss: 3.3279 2020-07-03 01:36:02,558 - mmaction - INFO - Epoch [75][600/627] lr: 4.846e-02, eta: 1 day, 8:26:03, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5167, loss_cls: 3.3453, loss: 3.3453 2020-07-03 01:36:20,271 - mmaction - INFO - Epoch [75][620/627] lr: 4.846e-02, eta: 1 day, 8:25:34, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.5146, loss_cls: 3.4406, loss: 3.4406 2020-07-03 01:38:14,169 - mmaction - INFO - Epoch [76][20/627] lr: 4.817e-02, eta: 1 day, 8:28:37, time: 5.280, data_time: 4.357, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5250, loss_cls: 3.2954, loss: 3.2954 2020-07-03 01:38:31,743 - mmaction - INFO - Epoch [76][40/627] lr: 4.817e-02, eta: 1 day, 8:28:08, time: 0.878, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5208, loss_cls: 3.3289, loss: 3.3289 2020-07-03 01:38:49,363 - mmaction - INFO - Epoch [76][60/627] lr: 4.817e-02, eta: 1 day, 8:27:39, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5271, loss_cls: 3.2704, loss: 3.2704 2020-07-03 01:39:07,069 - mmaction - INFO - Epoch [76][80/627] lr: 4.817e-02, eta: 1 day, 8:27:11, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5500, loss_cls: 3.3450, loss: 3.3450 2020-07-03 01:39:24,739 - mmaction - INFO - Epoch [76][100/627] lr: 4.817e-02, eta: 1 day, 8:26:42, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4875, loss_cls: 3.4546, loss: 3.4546 2020-07-03 01:39:42,370 - mmaction - INFO - Epoch [76][120/627] lr: 4.817e-02, eta: 1 day, 8:26:14, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5292, loss_cls: 3.3842, loss: 3.3842 2020-07-03 01:40:00,106 - mmaction - INFO - Epoch [76][140/627] lr: 4.817e-02, eta: 1 day, 8:25:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5146, loss_cls: 3.4657, loss: 3.4657 2020-07-03 01:40:18,804 - mmaction - INFO - Epoch [76][160/627] lr: 4.817e-02, eta: 1 day, 8:25:19, time: 0.933, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5083, loss_cls: 3.4678, loss: 3.4678 2020-07-03 01:40:36,505 - mmaction - INFO - Epoch [76][180/627] lr: 4.817e-02, eta: 1 day, 8:24:51, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5146, loss_cls: 3.1600, loss: 3.1600 2020-07-03 01:40:54,203 - mmaction - INFO - Epoch [76][200/627] lr: 4.817e-02, eta: 1 day, 8:24:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4917, loss_cls: 3.4930, loss: 3.4930 2020-07-03 01:41:11,905 - mmaction - INFO - Epoch [76][220/627] lr: 4.817e-02, eta: 1 day, 8:23:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5208, loss_cls: 3.3342, loss: 3.3342 2020-07-03 01:41:29,587 - mmaction - INFO - Epoch [76][240/627] lr: 4.817e-02, eta: 1 day, 8:23:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5146, loss_cls: 3.4138, loss: 3.4138 2020-07-03 01:41:47,255 - mmaction - INFO - Epoch [76][260/627] lr: 4.817e-02, eta: 1 day, 8:22:58, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5292, loss_cls: 3.3118, loss: 3.3118 2020-07-03 01:42:04,917 - mmaction - INFO - Epoch [76][280/627] lr: 4.817e-02, eta: 1 day, 8:22:29, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5000, loss_cls: 3.4094, loss: 3.4094 2020-07-03 01:42:22,658 - mmaction - INFO - Epoch [76][300/627] lr: 4.817e-02, eta: 1 day, 8:22:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5063, loss_cls: 3.3244, loss: 3.3244 2020-07-03 01:42:40,385 - mmaction - INFO - Epoch [76][320/627] lr: 4.817e-02, eta: 1 day, 8:21:33, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5229, loss_cls: 3.3603, loss: 3.3603 2020-07-03 01:42:58,080 - mmaction - INFO - Epoch [76][340/627] lr: 4.817e-02, eta: 1 day, 8:21:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5458, loss_cls: 3.1841, loss: 3.1841 2020-07-03 01:43:15,766 - mmaction - INFO - Epoch [76][360/627] lr: 4.817e-02, eta: 1 day, 8:20:36, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2479, top5_acc: 0.5042, loss_cls: 3.5285, loss: 3.5285 2020-07-03 01:43:33,485 - mmaction - INFO - Epoch [76][380/627] lr: 4.817e-02, eta: 1 day, 8:20:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5146, loss_cls: 3.3766, loss: 3.3766 2020-07-03 01:43:51,182 - mmaction - INFO - Epoch [76][400/627] lr: 4.817e-02, eta: 1 day, 8:19:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5063, loss_cls: 3.4280, loss: 3.4280 2020-07-03 01:44:08,915 - mmaction - INFO - Epoch [76][420/627] lr: 4.817e-02, eta: 1 day, 8:19:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4667, loss_cls: 3.4312, loss: 3.4312 2020-07-03 01:44:26,664 - mmaction - INFO - Epoch [76][440/627] lr: 4.817e-02, eta: 1 day, 8:18:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5188, loss_cls: 3.3678, loss: 3.3678 2020-07-03 01:44:44,423 - mmaction - INFO - Epoch [76][460/627] lr: 4.817e-02, eta: 1 day, 8:18:15, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4833, loss_cls: 3.5161, loss: 3.5161 2020-07-03 01:45:02,097 - mmaction - INFO - Epoch [76][480/627] lr: 4.817e-02, eta: 1 day, 8:17:47, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5292, loss_cls: 3.3541, loss: 3.3541 2020-07-03 01:45:19,809 - mmaction - INFO - Epoch [76][500/627] lr: 4.817e-02, eta: 1 day, 8:17:19, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5229, loss_cls: 3.3292, loss: 3.3292 2020-07-03 01:45:37,540 - mmaction - INFO - Epoch [76][520/627] lr: 4.817e-02, eta: 1 day, 8:16:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5250, loss_cls: 3.2050, loss: 3.2050 2020-07-03 01:45:55,263 - mmaction - INFO - Epoch [76][540/627] lr: 4.817e-02, eta: 1 day, 8:16:22, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2479, top5_acc: 0.4854, loss_cls: 3.5390, loss: 3.5390 2020-07-03 01:46:12,983 - mmaction - INFO - Epoch [76][560/627] lr: 4.817e-02, eta: 1 day, 8:15:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5083, loss_cls: 3.4904, loss: 3.4904 2020-07-03 01:46:30,732 - mmaction - INFO - Epoch [76][580/627] lr: 4.817e-02, eta: 1 day, 8:15:26, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5167, loss_cls: 3.3651, loss: 3.3651 2020-07-03 01:46:48,477 - mmaction - INFO - Epoch [76][600/627] lr: 4.817e-02, eta: 1 day, 8:14:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4896, loss_cls: 3.4887, loss: 3.4887 2020-07-03 01:47:06,187 - mmaction - INFO - Epoch [76][620/627] lr: 4.817e-02, eta: 1 day, 8:14:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5417, loss_cls: 3.2470, loss: 3.2470 2020-07-03 01:49:10,204 - mmaction - INFO - Epoch [77][20/627] lr: 4.787e-02, eta: 1 day, 8:17:58, time: 5.843, data_time: 4.179, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.3747, loss: 3.3747 2020-07-03 01:49:28,044 - mmaction - INFO - Epoch [77][40/627] lr: 4.787e-02, eta: 1 day, 8:17:30, time: 0.892, data_time: 0.013, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4958, loss_cls: 3.4724, loss: 3.4724 2020-07-03 01:49:45,693 - mmaction - INFO - Epoch [77][60/627] lr: 4.787e-02, eta: 1 day, 8:17:02, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5625, loss_cls: 3.2429, loss: 3.2429 2020-07-03 01:50:04,148 - mmaction - INFO - Epoch [77][80/627] lr: 4.787e-02, eta: 1 day, 8:16:35, time: 0.922, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5417, loss_cls: 3.2233, loss: 3.2233 2020-07-03 01:50:21,817 - mmaction - INFO - Epoch [77][100/627] lr: 4.787e-02, eta: 1 day, 8:16:07, time: 0.885, data_time: 0.006, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5167, loss_cls: 3.3390, loss: 3.3390 2020-07-03 01:50:39,516 - mmaction - INFO - Epoch [77][120/627] lr: 4.787e-02, eta: 1 day, 8:15:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5271, loss_cls: 3.3488, loss: 3.3488 2020-07-03 01:50:57,213 - mmaction - INFO - Epoch [77][140/627] lr: 4.787e-02, eta: 1 day, 8:15:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4583, loss_cls: 3.5689, loss: 3.5689 2020-07-03 01:51:14,947 - mmaction - INFO - Epoch [77][160/627] lr: 4.787e-02, eta: 1 day, 8:14:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5562, loss_cls: 3.3568, loss: 3.3568 2020-07-03 01:51:32,660 - mmaction - INFO - Epoch [77][180/627] lr: 4.787e-02, eta: 1 day, 8:14:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5313, loss_cls: 3.3463, loss: 3.3463 2020-07-03 01:51:50,329 - mmaction - INFO - Epoch [77][200/627] lr: 4.787e-02, eta: 1 day, 8:13:46, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5354, loss_cls: 3.3679, loss: 3.3679 2020-07-03 01:52:08,078 - mmaction - INFO - Epoch [77][220/627] lr: 4.787e-02, eta: 1 day, 8:13:18, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5271, loss_cls: 3.3914, loss: 3.3914 2020-07-03 01:52:25,767 - mmaction - INFO - Epoch [77][240/627] lr: 4.787e-02, eta: 1 day, 8:12:49, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.3163, loss: 3.3163 2020-07-03 01:52:43,446 - mmaction - INFO - Epoch [77][260/627] lr: 4.787e-02, eta: 1 day, 8:12:21, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5271, loss_cls: 3.3831, loss: 3.3831 2020-07-03 01:53:01,218 - mmaction - INFO - Epoch [77][280/627] lr: 4.787e-02, eta: 1 day, 8:11:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5187, loss_cls: 3.4083, loss: 3.4083 2020-07-03 01:53:18,920 - mmaction - INFO - Epoch [77][300/627] lr: 4.787e-02, eta: 1 day, 8:11:25, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5146, loss_cls: 3.3333, loss: 3.3333 2020-07-03 01:53:36,634 - mmaction - INFO - Epoch [77][320/627] lr: 4.787e-02, eta: 1 day, 8:10:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.4792, loss_cls: 3.4614, loss: 3.4614 2020-07-03 01:53:54,367 - mmaction - INFO - Epoch [77][340/627] lr: 4.787e-02, eta: 1 day, 8:10:29, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5375, loss_cls: 3.2430, loss: 3.2430 2020-07-03 01:54:12,092 - mmaction - INFO - Epoch [77][360/627] lr: 4.787e-02, eta: 1 day, 8:10:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5396, loss_cls: 3.1976, loss: 3.1976 2020-07-03 01:54:29,850 - mmaction - INFO - Epoch [77][380/627] lr: 4.787e-02, eta: 1 day, 8:09:33, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5229, loss_cls: 3.3482, loss: 3.3482 2020-07-03 01:54:47,559 - mmaction - INFO - Epoch [77][400/627] lr: 4.787e-02, eta: 1 day, 8:09:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4875, loss_cls: 3.4489, loss: 3.4489 2020-07-03 01:55:05,306 - mmaction - INFO - Epoch [77][420/627] lr: 4.787e-02, eta: 1 day, 8:08:37, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5271, loss_cls: 3.3028, loss: 3.3028 2020-07-03 01:55:22,945 - mmaction - INFO - Epoch [77][440/627] lr: 4.787e-02, eta: 1 day, 8:08:08, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5396, loss_cls: 3.2466, loss: 3.2466 2020-07-03 01:55:40,680 - mmaction - INFO - Epoch [77][460/627] lr: 4.787e-02, eta: 1 day, 8:07:40, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5542, loss_cls: 3.1281, loss: 3.1281 2020-07-03 01:55:58,415 - mmaction - INFO - Epoch [77][480/627] lr: 4.787e-02, eta: 1 day, 8:07:12, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5313, loss_cls: 3.3492, loss: 3.3492 2020-07-03 01:56:16,130 - mmaction - INFO - Epoch [77][500/627] lr: 4.787e-02, eta: 1 day, 8:06:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5042, loss_cls: 3.3281, loss: 3.3281 2020-07-03 01:56:33,853 - mmaction - INFO - Epoch [77][520/627] lr: 4.787e-02, eta: 1 day, 8:06:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5146, loss_cls: 3.4105, loss: 3.4105 2020-07-03 01:56:51,930 - mmaction - INFO - Epoch [77][540/627] lr: 4.787e-02, eta: 1 day, 8:05:49, time: 0.898, data_time: 0.013, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5104, loss_cls: 3.3479, loss: 3.3479 2020-07-03 01:57:09,774 - mmaction - INFO - Epoch [77][560/627] lr: 4.787e-02, eta: 1 day, 8:05:22, time: 0.899, data_time: 0.016, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5000, loss_cls: 3.4875, loss: 3.4875 2020-07-03 01:57:27,471 - mmaction - INFO - Epoch [77][580/627] lr: 4.787e-02, eta: 1 day, 8:04:53, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.4875, loss_cls: 3.4917, loss: 3.4917 2020-07-03 01:57:45,187 - mmaction - INFO - Epoch [77][600/627] lr: 4.787e-02, eta: 1 day, 8:04:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.5104, loss_cls: 3.4039, loss: 3.4039 2020-07-03 01:58:02,915 - mmaction - INFO - Epoch [77][620/627] lr: 4.787e-02, eta: 1 day, 8:03:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5500, loss_cls: 3.1853, loss: 3.1853 2020-07-03 02:00:10,113 - mmaction - INFO - Epoch [78][20/627] lr: 4.757e-02, eta: 1 day, 8:07:27, time: 5.958, data_time: 4.096, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5417, loss_cls: 3.3117, loss: 3.3117 2020-07-03 02:00:27,748 - mmaction - INFO - Epoch [78][40/627] lr: 4.757e-02, eta: 1 day, 8:06:59, time: 0.889, data_time: 0.013, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5396, loss_cls: 3.2534, loss: 3.2534 2020-07-03 02:00:45,410 - mmaction - INFO - Epoch [78][60/627] lr: 4.757e-02, eta: 1 day, 8:06:30, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5646, loss_cls: 3.1516, loss: 3.1516 2020-07-03 02:01:03,091 - mmaction - INFO - Epoch [78][80/627] lr: 4.757e-02, eta: 1 day, 8:06:02, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5479, loss_cls: 3.3797, loss: 3.3797 2020-07-03 02:01:20,787 - mmaction - INFO - Epoch [78][100/627] lr: 4.757e-02, eta: 1 day, 8:05:34, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5479, loss_cls: 3.1820, loss: 3.1820 2020-07-03 02:01:38,490 - mmaction - INFO - Epoch [78][120/627] lr: 4.757e-02, eta: 1 day, 8:05:06, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5187, loss_cls: 3.4107, loss: 3.4107 2020-07-03 02:01:56,184 - mmaction - INFO - Epoch [78][140/627] lr: 4.757e-02, eta: 1 day, 8:04:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5354, loss_cls: 3.2804, loss: 3.2804 2020-07-03 02:02:13,910 - mmaction - INFO - Epoch [78][160/627] lr: 4.757e-02, eta: 1 day, 8:04:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5333, loss_cls: 3.2723, loss: 3.2723 2020-07-03 02:02:31,611 - mmaction - INFO - Epoch [78][180/627] lr: 4.757e-02, eta: 1 day, 8:03:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5146, loss_cls: 3.3525, loss: 3.3525 2020-07-03 02:02:49,365 - mmaction - INFO - Epoch [78][200/627] lr: 4.757e-02, eta: 1 day, 8:03:14, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5271, loss_cls: 3.3880, loss: 3.3880 2020-07-03 02:03:07,053 - mmaction - INFO - Epoch [78][220/627] lr: 4.757e-02, eta: 1 day, 8:02:46, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5125, loss_cls: 3.4359, loss: 3.4359 2020-07-03 02:03:24,827 - mmaction - INFO - Epoch [78][240/627] lr: 4.757e-02, eta: 1 day, 8:02:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5479, loss_cls: 3.1732, loss: 3.1732 2020-07-03 02:03:42,508 - mmaction - INFO - Epoch [78][260/627] lr: 4.757e-02, eta: 1 day, 8:01:50, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5271, loss_cls: 3.3671, loss: 3.3671 2020-07-03 02:04:00,192 - mmaction - INFO - Epoch [78][280/627] lr: 4.757e-02, eta: 1 day, 8:01:22, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5208, loss_cls: 3.3863, loss: 3.3863 2020-07-03 02:04:17,912 - mmaction - INFO - Epoch [78][300/627] lr: 4.757e-02, eta: 1 day, 8:00:54, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5083, loss_cls: 3.4230, loss: 3.4230 2020-07-03 02:04:35,667 - mmaction - INFO - Epoch [78][320/627] lr: 4.757e-02, eta: 1 day, 8:00:26, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4958, loss_cls: 3.3664, loss: 3.3664 2020-07-03 02:04:53,395 - mmaction - INFO - Epoch [78][340/627] lr: 4.757e-02, eta: 1 day, 7:59:58, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5417, loss_cls: 3.2065, loss: 3.2065 2020-07-03 02:05:11,141 - mmaction - INFO - Epoch [78][360/627] lr: 4.757e-02, eta: 1 day, 7:59:30, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5104, loss_cls: 3.4667, loss: 3.4667 2020-07-03 02:05:28,848 - mmaction - INFO - Epoch [78][380/627] lr: 4.757e-02, eta: 1 day, 7:59:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5250, loss_cls: 3.3076, loss: 3.3076 2020-07-03 02:05:46,598 - mmaction - INFO - Epoch [78][400/627] lr: 4.757e-02, eta: 1 day, 7:58:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5354, loss_cls: 3.2983, loss: 3.2983 2020-07-03 02:06:04,391 - mmaction - INFO - Epoch [78][420/627] lr: 4.757e-02, eta: 1 day, 7:58:06, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4917, loss_cls: 3.3839, loss: 3.3839 2020-07-03 02:06:22,062 - mmaction - INFO - Epoch [78][440/627] lr: 4.757e-02, eta: 1 day, 7:57:38, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4958, loss_cls: 3.4873, loss: 3.4873 2020-07-03 02:06:39,710 - mmaction - INFO - Epoch [78][460/627] lr: 4.757e-02, eta: 1 day, 7:57:10, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5208, loss_cls: 3.3707, loss: 3.3707 2020-07-03 02:06:57,415 - mmaction - INFO - Epoch [78][480/627] lr: 4.757e-02, eta: 1 day, 7:56:42, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5000, loss_cls: 3.4141, loss: 3.4141 2020-07-03 02:07:15,154 - mmaction - INFO - Epoch [78][500/627] lr: 4.757e-02, eta: 1 day, 7:56:15, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5021, loss_cls: 3.5293, loss: 3.5293 2020-07-03 02:07:32,906 - mmaction - INFO - Epoch [78][520/627] lr: 4.757e-02, eta: 1 day, 7:55:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4917, loss_cls: 3.4897, loss: 3.4897 2020-07-03 02:07:50,673 - mmaction - INFO - Epoch [78][540/627] lr: 4.757e-02, eta: 1 day, 7:55:19, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.4938, loss_cls: 3.3524, loss: 3.3524 2020-07-03 02:08:08,376 - mmaction - INFO - Epoch [78][560/627] lr: 4.757e-02, eta: 1 day, 7:54:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4875, loss_cls: 3.4355, loss: 3.4355 2020-07-03 02:08:26,121 - mmaction - INFO - Epoch [78][580/627] lr: 4.757e-02, eta: 1 day, 7:54:23, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5271, loss_cls: 3.3458, loss: 3.3458 2020-07-03 02:08:43,826 - mmaction - INFO - Epoch [78][600/627] lr: 4.757e-02, eta: 1 day, 7:53:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5167, loss_cls: 3.4411, loss: 3.4411 2020-07-03 02:09:01,500 - mmaction - INFO - Epoch [78][620/627] lr: 4.757e-02, eta: 1 day, 7:53:27, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5333, loss_cls: 3.2223, loss: 3.2223 2020-07-03 02:11:12,809 - mmaction - INFO - Epoch [79][20/627] lr: 4.727e-02, eta: 1 day, 7:56:51, time: 5.945, data_time: 5.044, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5354, loss_cls: 3.2718, loss: 3.2718 2020-07-03 02:11:30,409 - mmaction - INFO - Epoch [79][40/627] lr: 4.727e-02, eta: 1 day, 7:56:23, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5083, loss_cls: 3.3979, loss: 3.3979 2020-07-03 02:11:48,032 - mmaction - INFO - Epoch [79][60/627] lr: 4.727e-02, eta: 1 day, 7:55:55, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4979, loss_cls: 3.4123, loss: 3.4123 2020-07-03 02:12:05,669 - mmaction - INFO - Epoch [79][80/627] lr: 4.727e-02, eta: 1 day, 7:55:27, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5125, loss_cls: 3.3144, loss: 3.3144 2020-07-03 02:12:23,422 - mmaction - INFO - Epoch [79][100/627] lr: 4.727e-02, eta: 1 day, 7:54:59, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5479, loss_cls: 3.2324, loss: 3.2324 2020-07-03 02:12:41,112 - mmaction - INFO - Epoch [79][120/627] lr: 4.727e-02, eta: 1 day, 7:54:31, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4979, loss_cls: 3.3732, loss: 3.3732 2020-07-03 02:12:58,799 - mmaction - INFO - Epoch [79][140/627] lr: 4.727e-02, eta: 1 day, 7:54:03, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5375, loss_cls: 3.2104, loss: 3.2104 2020-07-03 02:13:16,487 - mmaction - INFO - Epoch [79][160/627] lr: 4.727e-02, eta: 1 day, 7:53:35, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2563, top5_acc: 0.5104, loss_cls: 3.4262, loss: 3.4262 2020-07-03 02:13:34,210 - mmaction - INFO - Epoch [79][180/627] lr: 4.727e-02, eta: 1 day, 7:53:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5229, loss_cls: 3.4611, loss: 3.4611 2020-07-03 02:13:51,955 - mmaction - INFO - Epoch [79][200/627] lr: 4.727e-02, eta: 1 day, 7:52:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4792, loss_cls: 3.5395, loss: 3.5395 2020-07-03 02:14:09,684 - mmaction - INFO - Epoch [79][220/627] lr: 4.727e-02, eta: 1 day, 7:52:11, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5063, loss_cls: 3.4085, loss: 3.4085 2020-07-03 02:14:27,396 - mmaction - INFO - Epoch [79][240/627] lr: 4.727e-02, eta: 1 day, 7:51:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.4896, loss_cls: 3.3373, loss: 3.3373 2020-07-03 02:14:45,126 - mmaction - INFO - Epoch [79][260/627] lr: 4.727e-02, eta: 1 day, 7:51:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.2774, loss: 3.2774 2020-07-03 02:15:05,592 - mmaction - INFO - Epoch [79][280/627] lr: 4.727e-02, eta: 1 day, 7:50:54, time: 1.014, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5479, loss_cls: 3.2065, loss: 3.2065 2020-07-03 02:15:23,334 - mmaction - INFO - Epoch [79][300/627] lr: 4.727e-02, eta: 1 day, 7:50:27, time: 0.896, data_time: 0.010, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5146, loss_cls: 3.2864, loss: 3.2864 2020-07-03 02:15:41,026 - mmaction - INFO - Epoch [79][320/627] lr: 4.727e-02, eta: 1 day, 7:49:59, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4875, loss_cls: 3.4144, loss: 3.4144 2020-07-03 02:15:58,749 - mmaction - INFO - Epoch [79][340/627] lr: 4.727e-02, eta: 1 day, 7:49:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.4917, loss_cls: 3.3796, loss: 3.3796 2020-07-03 02:16:16,499 - mmaction - INFO - Epoch [79][360/627] lr: 4.727e-02, eta: 1 day, 7:49:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5542, loss_cls: 3.1515, loss: 3.1515 2020-07-03 02:16:34,196 - mmaction - INFO - Epoch [79][380/627] lr: 4.727e-02, eta: 1 day, 7:48:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5646, loss_cls: 3.1544, loss: 3.1544 2020-07-03 02:16:51,955 - mmaction - INFO - Epoch [79][400/627] lr: 4.727e-02, eta: 1 day, 7:48:08, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5083, loss_cls: 3.2861, loss: 3.2861 2020-07-03 02:17:09,664 - mmaction - INFO - Epoch [79][420/627] lr: 4.727e-02, eta: 1 day, 7:47:40, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5583, loss_cls: 3.1950, loss: 3.1950 2020-07-03 02:17:27,345 - mmaction - INFO - Epoch [79][440/627] lr: 4.727e-02, eta: 1 day, 7:47:12, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5083, loss_cls: 3.3715, loss: 3.3715 2020-07-03 02:17:45,060 - mmaction - INFO - Epoch [79][460/627] lr: 4.727e-02, eta: 1 day, 7:46:44, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5167, loss_cls: 3.2803, loss: 3.2803 2020-07-03 02:18:02,790 - mmaction - INFO - Epoch [79][480/627] lr: 4.727e-02, eta: 1 day, 7:46:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5333, loss_cls: 3.2222, loss: 3.2222 2020-07-03 02:18:20,485 - mmaction - INFO - Epoch [79][500/627] lr: 4.727e-02, eta: 1 day, 7:45:49, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3073, loss: 3.3073 2020-07-03 02:18:38,195 - mmaction - INFO - Epoch [79][520/627] lr: 4.727e-02, eta: 1 day, 7:45:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5229, loss_cls: 3.3622, loss: 3.3622 2020-07-03 02:18:55,970 - mmaction - INFO - Epoch [79][540/627] lr: 4.727e-02, eta: 1 day, 7:44:53, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5000, loss_cls: 3.3996, loss: 3.3996 2020-07-03 02:19:13,723 - mmaction - INFO - Epoch [79][560/627] lr: 4.727e-02, eta: 1 day, 7:44:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5625, loss_cls: 3.2687, loss: 3.2687 2020-07-03 02:19:31,431 - mmaction - INFO - Epoch [79][580/627] lr: 4.727e-02, eta: 1 day, 7:43:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2479, top5_acc: 0.5271, loss_cls: 3.3002, loss: 3.3002 2020-07-03 02:19:49,136 - mmaction - INFO - Epoch [79][600/627] lr: 4.727e-02, eta: 1 day, 7:43:30, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5354, loss_cls: 3.2632, loss: 3.2632 2020-07-03 02:20:06,874 - mmaction - INFO - Epoch [79][620/627] lr: 4.727e-02, eta: 1 day, 7:43:02, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5479, loss_cls: 3.1721, loss: 3.1721 2020-07-03 02:22:07,525 - mmaction - INFO - Epoch [80][20/627] lr: 4.697e-02, eta: 1 day, 7:46:06, time: 5.622, data_time: 4.107, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5271, loss_cls: 3.3877, loss: 3.3877 2020-07-03 02:22:25,151 - mmaction - INFO - Epoch [80][40/627] lr: 4.697e-02, eta: 1 day, 7:45:38, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5063, loss_cls: 3.3477, loss: 3.3477 2020-07-03 02:22:42,786 - mmaction - INFO - Epoch [80][60/627] lr: 4.697e-02, eta: 1 day, 7:45:10, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5167, loss_cls: 3.3059, loss: 3.3059 2020-07-03 02:23:00,539 - mmaction - INFO - Epoch [80][80/627] lr: 4.697e-02, eta: 1 day, 7:44:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5333, loss_cls: 3.2062, loss: 3.2062 2020-07-03 02:23:18,203 - mmaction - INFO - Epoch [80][100/627] lr: 4.697e-02, eta: 1 day, 7:44:14, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5729, loss_cls: 3.0722, loss: 3.0722 2020-07-03 02:23:35,901 - mmaction - INFO - Epoch [80][120/627] lr: 4.697e-02, eta: 1 day, 7:43:46, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.2462, loss: 3.2462 2020-07-03 02:23:53,632 - mmaction - INFO - Epoch [80][140/627] lr: 4.697e-02, eta: 1 day, 7:43:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5396, loss_cls: 3.3634, loss: 3.3634 2020-07-03 02:24:11,359 - mmaction - INFO - Epoch [80][160/627] lr: 4.697e-02, eta: 1 day, 7:42:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5438, loss_cls: 3.2108, loss: 3.2108 2020-07-03 02:24:29,107 - mmaction - INFO - Epoch [80][180/627] lr: 4.697e-02, eta: 1 day, 7:42:23, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5729, loss_cls: 3.0340, loss: 3.0340 2020-07-03 02:24:46,842 - mmaction - INFO - Epoch [80][200/627] lr: 4.697e-02, eta: 1 day, 7:41:55, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5313, loss_cls: 3.2341, loss: 3.2341 2020-07-03 02:25:07,052 - mmaction - INFO - Epoch [80][220/627] lr: 4.697e-02, eta: 1 day, 7:41:33, time: 1.009, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5292, loss_cls: 3.2157, loss: 3.2157 2020-07-03 02:25:24,752 - mmaction - INFO - Epoch [80][240/627] lr: 4.697e-02, eta: 1 day, 7:41:06, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3451, loss: 3.3451 2020-07-03 02:25:42,506 - mmaction - INFO - Epoch [80][260/627] lr: 4.697e-02, eta: 1 day, 7:40:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5229, loss_cls: 3.3469, loss: 3.3469 2020-07-03 02:26:00,244 - mmaction - INFO - Epoch [80][280/627] lr: 4.697e-02, eta: 1 day, 7:40:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5125, loss_cls: 3.3000, loss: 3.3000 2020-07-03 02:26:18,104 - mmaction - INFO - Epoch [80][300/627] lr: 4.697e-02, eta: 1 day, 7:39:43, time: 0.893, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5229, loss_cls: 3.3284, loss: 3.3284 2020-07-03 02:26:35,816 - mmaction - INFO - Epoch [80][320/627] lr: 4.697e-02, eta: 1 day, 7:39:15, time: 0.886, data_time: 0.004, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5479, loss_cls: 3.2967, loss: 3.2967 2020-07-03 02:26:53,851 - mmaction - INFO - Epoch [80][340/627] lr: 4.697e-02, eta: 1 day, 7:38:48, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5083, loss_cls: 3.4180, loss: 3.4180 2020-07-03 02:27:11,695 - mmaction - INFO - Epoch [80][360/627] lr: 4.697e-02, eta: 1 day, 7:38:21, time: 0.898, data_time: 0.016, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5417, loss_cls: 3.2831, loss: 3.2831 2020-07-03 02:27:29,448 - mmaction - INFO - Epoch [80][380/627] lr: 4.697e-02, eta: 1 day, 7:37:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4937, loss_cls: 3.4221, loss: 3.4221 2020-07-03 02:27:47,215 - mmaction - INFO - Epoch [80][400/627] lr: 4.697e-02, eta: 1 day, 7:37:26, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.2938, loss: 3.2938 2020-07-03 02:28:05,028 - mmaction - INFO - Epoch [80][420/627] lr: 4.697e-02, eta: 1 day, 7:36:58, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5479, loss_cls: 3.1793, loss: 3.1793 2020-07-03 02:28:22,888 - mmaction - INFO - Epoch [80][440/627] lr: 4.697e-02, eta: 1 day, 7:36:31, time: 0.899, data_time: 0.017, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5333, loss_cls: 3.2318, loss: 3.2318 2020-07-03 02:28:40,856 - mmaction - INFO - Epoch [80][460/627] lr: 4.697e-02, eta: 1 day, 7:36:04, time: 0.895, data_time: 0.013, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5458, loss_cls: 3.2336, loss: 3.2336 2020-07-03 02:28:58,726 - mmaction - INFO - Epoch [80][480/627] lr: 4.697e-02, eta: 1 day, 7:35:37, time: 0.897, data_time: 0.015, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5229, loss_cls: 3.3225, loss: 3.3225 2020-07-03 02:29:16,675 - mmaction - INFO - Epoch [80][500/627] lr: 4.697e-02, eta: 1 day, 7:35:10, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5104, loss_cls: 3.4209, loss: 3.4209 2020-07-03 02:29:34,421 - mmaction - INFO - Epoch [80][520/627] lr: 4.697e-02, eta: 1 day, 7:34:42, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5292, loss_cls: 3.2731, loss: 3.2731 2020-07-03 02:29:52,116 - mmaction - INFO - Epoch [80][540/627] lr: 4.697e-02, eta: 1 day, 7:34:15, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5021, loss_cls: 3.3844, loss: 3.3844 2020-07-03 02:30:09,875 - mmaction - INFO - Epoch [80][560/627] lr: 4.697e-02, eta: 1 day, 7:33:47, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5646, loss_cls: 3.1211, loss: 3.1211 2020-07-03 02:30:27,615 - mmaction - INFO - Epoch [80][580/627] lr: 4.697e-02, eta: 1 day, 7:33:20, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5000, loss_cls: 3.4424, loss: 3.4424 2020-07-03 02:30:45,383 - mmaction - INFO - Epoch [80][600/627] lr: 4.697e-02, eta: 1 day, 7:32:52, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.4938, loss_cls: 3.4421, loss: 3.4421 2020-07-03 02:31:03,100 - mmaction - INFO - Epoch [80][620/627] lr: 4.697e-02, eta: 1 day, 7:32:25, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5146, loss_cls: 3.3893, loss: 3.3893 2020-07-03 02:31:10,959 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-03 02:32:58,490 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 02:32:59,440 - mmaction - INFO - top1_acc 0.3336 top5_acc 0.5810 2020-07-03 02:32:59,440 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 02:32:59,510 - mmaction - INFO - mean_acc 0.3335 2020-07-03 02:32:59,517 - mmaction - INFO - Epoch [80][627/627] lr: 4.697e-02, top1_acc: 0.3336, top5_acc: 0.5810, mean_class_accuracy: 0.3335 2020-07-03 02:34:48,945 - mmaction - INFO - Epoch [81][20/627] lr: 4.667e-02, eta: 1 day, 7:35:16, time: 5.470, data_time: 4.551, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5396, loss_cls: 3.3364, loss: 3.3364 2020-07-03 02:35:07,861 - mmaction - INFO - Epoch [81][40/627] lr: 4.667e-02, eta: 1 day, 7:34:52, time: 0.946, data_time: 0.005, memory: 8451, top1_acc: 0.2792, top5_acc: 0.4896, loss_cls: 3.4843, loss: 3.4843 2020-07-03 02:35:25,413 - mmaction - INFO - Epoch [81][60/627] lr: 4.667e-02, eta: 1 day, 7:34:23, time: 0.878, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5271, loss_cls: 3.3755, loss: 3.3755 2020-07-03 02:35:43,067 - mmaction - INFO - Epoch [81][80/627] lr: 4.667e-02, eta: 1 day, 7:33:56, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5646, loss_cls: 3.1878, loss: 3.1878 2020-07-03 02:36:00,768 - mmaction - INFO - Epoch [81][100/627] lr: 4.667e-02, eta: 1 day, 7:33:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5229, loss_cls: 3.2333, loss: 3.2333 2020-07-03 02:36:18,520 - mmaction - INFO - Epoch [81][120/627] lr: 4.667e-02, eta: 1 day, 7:33:00, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5083, loss_cls: 3.3919, loss: 3.3919 2020-07-03 02:36:36,192 - mmaction - INFO - Epoch [81][140/627] lr: 4.667e-02, eta: 1 day, 7:32:33, time: 0.883, data_time: 0.000, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5229, loss_cls: 3.3228, loss: 3.3228 2020-07-03 02:36:53,892 - mmaction - INFO - Epoch [81][160/627] lr: 4.667e-02, eta: 1 day, 7:32:05, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5271, loss_cls: 3.3252, loss: 3.3252 2020-07-03 02:37:11,656 - mmaction - INFO - Epoch [81][180/627] lr: 4.667e-02, eta: 1 day, 7:31:37, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5500, loss_cls: 3.1709, loss: 3.1709 2020-07-03 02:37:29,413 - mmaction - INFO - Epoch [81][200/627] lr: 4.667e-02, eta: 1 day, 7:31:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5396, loss_cls: 3.2312, loss: 3.2312 2020-07-03 02:37:47,113 - mmaction - INFO - Epoch [81][220/627] lr: 4.667e-02, eta: 1 day, 7:30:42, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5375, loss_cls: 3.2941, loss: 3.2941 2020-07-03 02:38:04,866 - mmaction - INFO - Epoch [81][240/627] lr: 4.667e-02, eta: 1 day, 7:30:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5146, loss_cls: 3.3216, loss: 3.3216 2020-07-03 02:38:22,604 - mmaction - INFO - Epoch [81][260/627] lr: 4.667e-02, eta: 1 day, 7:29:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5083, loss_cls: 3.3947, loss: 3.3947 2020-07-03 02:38:40,322 - mmaction - INFO - Epoch [81][280/627] lr: 4.667e-02, eta: 1 day, 7:29:20, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5104, loss_cls: 3.3833, loss: 3.3833 2020-07-03 02:38:58,088 - mmaction - INFO - Epoch [81][300/627] lr: 4.667e-02, eta: 1 day, 7:28:52, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.2903, loss: 3.2903 2020-07-03 02:39:15,902 - mmaction - INFO - Epoch [81][320/627] lr: 4.667e-02, eta: 1 day, 7:28:25, time: 0.890, data_time: 0.007, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5604, loss_cls: 3.2555, loss: 3.2555 2020-07-03 02:39:33,654 - mmaction - INFO - Epoch [81][340/627] lr: 4.667e-02, eta: 1 day, 7:27:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2813, top5_acc: 0.4979, loss_cls: 3.4138, loss: 3.4138 2020-07-03 02:39:51,384 - mmaction - INFO - Epoch [81][360/627] lr: 4.667e-02, eta: 1 day, 7:27:30, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5271, loss_cls: 3.2422, loss: 3.2422 2020-07-03 02:40:09,129 - mmaction - INFO - Epoch [81][380/627] lr: 4.667e-02, eta: 1 day, 7:27:02, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5500, loss_cls: 3.1593, loss: 3.1593 2020-07-03 02:40:26,856 - mmaction - INFO - Epoch [81][400/627] lr: 4.667e-02, eta: 1 day, 7:26:35, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5562, loss_cls: 3.1581, loss: 3.1581 2020-07-03 02:40:44,560 - mmaction - INFO - Epoch [81][420/627] lr: 4.667e-02, eta: 1 day, 7:26:07, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5104, loss_cls: 3.3395, loss: 3.3395 2020-07-03 02:41:02,281 - mmaction - INFO - Epoch [81][440/627] lr: 4.667e-02, eta: 1 day, 7:25:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5375, loss_cls: 3.3425, loss: 3.3425 2020-07-03 02:41:20,032 - mmaction - INFO - Epoch [81][460/627] lr: 4.667e-02, eta: 1 day, 7:25:12, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5458, loss_cls: 3.2576, loss: 3.2576 2020-07-03 02:41:37,780 - mmaction - INFO - Epoch [81][480/627] lr: 4.667e-02, eta: 1 day, 7:24:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5042, loss_cls: 3.3717, loss: 3.3717 2020-07-03 02:41:55,520 - mmaction - INFO - Epoch [81][500/627] lr: 4.667e-02, eta: 1 day, 7:24:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5396, loss_cls: 3.2272, loss: 3.2272 2020-07-03 02:42:13,207 - mmaction - INFO - Epoch [81][520/627] lr: 4.667e-02, eta: 1 day, 7:23:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5104, loss_cls: 3.4225, loss: 3.4225 2020-07-03 02:42:30,963 - mmaction - INFO - Epoch [81][540/627] lr: 4.667e-02, eta: 1 day, 7:23:23, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5521, loss_cls: 3.1852, loss: 3.1852 2020-07-03 02:42:48,687 - mmaction - INFO - Epoch [81][560/627] lr: 4.667e-02, eta: 1 day, 7:22:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5083, loss_cls: 3.3009, loss: 3.3009 2020-07-03 02:43:06,424 - mmaction - INFO - Epoch [81][580/627] lr: 4.667e-02, eta: 1 day, 7:22:28, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5542, loss_cls: 3.2304, loss: 3.2304 2020-07-03 02:43:24,187 - mmaction - INFO - Epoch [81][600/627] lr: 4.667e-02, eta: 1 day, 7:22:00, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4896, loss_cls: 3.5244, loss: 3.5244 2020-07-03 02:43:41,956 - mmaction - INFO - Epoch [81][620/627] lr: 4.667e-02, eta: 1 day, 7:21:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5083, loss_cls: 3.4081, loss: 3.4081 2020-07-03 02:45:41,841 - mmaction - INFO - Epoch [82][20/627] lr: 4.636e-02, eta: 1 day, 7:24:26, time: 5.573, data_time: 4.668, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5250, loss_cls: 3.2467, loss: 3.2467 2020-07-03 02:45:59,487 - mmaction - INFO - Epoch [82][40/627] lr: 4.636e-02, eta: 1 day, 7:23:58, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5333, loss_cls: 3.4018, loss: 3.4018 2020-07-03 02:46:17,135 - mmaction - INFO - Epoch [82][60/627] lr: 4.636e-02, eta: 1 day, 7:23:30, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5438, loss_cls: 3.2559, loss: 3.2559 2020-07-03 02:46:34,774 - mmaction - INFO - Epoch [82][80/627] lr: 4.636e-02, eta: 1 day, 7:23:03, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5333, loss_cls: 3.4042, loss: 3.4042 2020-07-03 02:46:52,432 - mmaction - INFO - Epoch [82][100/627] lr: 4.636e-02, eta: 1 day, 7:22:35, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5375, loss_cls: 3.3055, loss: 3.3055 2020-07-03 02:47:10,119 - mmaction - INFO - Epoch [82][120/627] lr: 4.636e-02, eta: 1 day, 7:22:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5042, loss_cls: 3.3506, loss: 3.3506 2020-07-03 02:47:27,842 - mmaction - INFO - Epoch [82][140/627] lr: 4.636e-02, eta: 1 day, 7:21:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5167, loss_cls: 3.2984, loss: 3.2984 2020-07-03 02:47:45,537 - mmaction - INFO - Epoch [82][160/627] lr: 4.636e-02, eta: 1 day, 7:21:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5292, loss_cls: 3.3117, loss: 3.3117 2020-07-03 02:48:03,262 - mmaction - INFO - Epoch [82][180/627] lr: 4.636e-02, eta: 1 day, 7:20:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4833, loss_cls: 3.4468, loss: 3.4468 2020-07-03 02:48:20,941 - mmaction - INFO - Epoch [82][200/627] lr: 4.636e-02, eta: 1 day, 7:20:17, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5000, loss_cls: 3.2624, loss: 3.2624 2020-07-03 02:48:38,662 - mmaction - INFO - Epoch [82][220/627] lr: 4.636e-02, eta: 1 day, 7:19:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5292, loss_cls: 3.3823, loss: 3.3823 2020-07-03 02:48:56,422 - mmaction - INFO - Epoch [82][240/627] lr: 4.636e-02, eta: 1 day, 7:19:23, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5333, loss_cls: 3.3795, loss: 3.3795 2020-07-03 02:49:14,161 - mmaction - INFO - Epoch [82][260/627] lr: 4.636e-02, eta: 1 day, 7:18:55, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5438, loss_cls: 3.1698, loss: 3.1698 2020-07-03 02:49:31,851 - mmaction - INFO - Epoch [82][280/627] lr: 4.636e-02, eta: 1 day, 7:18:28, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.3361, loss: 3.3361 2020-07-03 02:49:49,543 - mmaction - INFO - Epoch [82][300/627] lr: 4.636e-02, eta: 1 day, 7:18:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 3.2102, loss: 3.2102 2020-07-03 02:50:07,697 - mmaction - INFO - Epoch [82][320/627] lr: 4.636e-02, eta: 1 day, 7:17:34, time: 0.907, data_time: 0.001, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5229, loss_cls: 3.2431, loss: 3.2431 2020-07-03 02:50:25,382 - mmaction - INFO - Epoch [82][340/627] lr: 4.636e-02, eta: 1 day, 7:17:06, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5188, loss_cls: 3.3216, loss: 3.3216 2020-07-03 02:50:43,126 - mmaction - INFO - Epoch [82][360/627] lr: 4.636e-02, eta: 1 day, 7:16:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5188, loss_cls: 3.2479, loss: 3.2479 2020-07-03 02:51:00,896 - mmaction - INFO - Epoch [82][380/627] lr: 4.636e-02, eta: 1 day, 7:16:12, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5354, loss_cls: 3.2137, loss: 3.2137 2020-07-03 02:51:18,612 - mmaction - INFO - Epoch [82][400/627] lr: 4.636e-02, eta: 1 day, 7:15:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5167, loss_cls: 3.3373, loss: 3.3373 2020-07-03 02:51:36,355 - mmaction - INFO - Epoch [82][420/627] lr: 4.636e-02, eta: 1 day, 7:15:17, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5250, loss_cls: 3.3314, loss: 3.3314 2020-07-03 02:51:54,062 - mmaction - INFO - Epoch [82][440/627] lr: 4.636e-02, eta: 1 day, 7:14:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5146, loss_cls: 3.3525, loss: 3.3525 2020-07-03 02:52:11,760 - mmaction - INFO - Epoch [82][460/627] lr: 4.636e-02, eta: 1 day, 7:14:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5000, loss_cls: 3.3156, loss: 3.3156 2020-07-03 02:52:29,507 - mmaction - INFO - Epoch [82][480/627] lr: 4.636e-02, eta: 1 day, 7:13:55, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.4309, loss: 3.4309 2020-07-03 02:52:47,271 - mmaction - INFO - Epoch [82][500/627] lr: 4.636e-02, eta: 1 day, 7:13:28, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5479, loss_cls: 3.2421, loss: 3.2421 2020-07-03 02:53:05,046 - mmaction - INFO - Epoch [82][520/627] lr: 4.636e-02, eta: 1 day, 7:13:00, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5063, loss_cls: 3.3961, loss: 3.3961 2020-07-03 02:53:22,760 - mmaction - INFO - Epoch [82][540/627] lr: 4.636e-02, eta: 1 day, 7:12:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5208, loss_cls: 3.3229, loss: 3.3229 2020-07-03 02:53:40,469 - mmaction - INFO - Epoch [82][560/627] lr: 4.636e-02, eta: 1 day, 7:12:06, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5292, loss_cls: 3.3762, loss: 3.3762 2020-07-03 02:53:58,168 - mmaction - INFO - Epoch [82][580/627] lr: 4.636e-02, eta: 1 day, 7:11:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5063, loss_cls: 3.3674, loss: 3.3674 2020-07-03 02:54:16,018 - mmaction - INFO - Epoch [82][600/627] lr: 4.636e-02, eta: 1 day, 7:11:11, time: 0.892, data_time: 0.009, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5250, loss_cls: 3.2612, loss: 3.2612 2020-07-03 02:54:33,740 - mmaction - INFO - Epoch [82][620/627] lr: 4.636e-02, eta: 1 day, 7:10:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5125, loss_cls: 3.3436, loss: 3.3436 2020-07-03 02:56:35,872 - mmaction - INFO - Epoch [83][20/627] lr: 4.605e-02, eta: 1 day, 7:13:40, time: 5.723, data_time: 3.959, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4979, loss_cls: 3.4090, loss: 3.4090 2020-07-03 02:56:53,479 - mmaction - INFO - Epoch [83][40/627] lr: 4.605e-02, eta: 1 day, 7:13:12, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5750, loss_cls: 3.1104, loss: 3.1104 2020-07-03 02:57:11,154 - mmaction - INFO - Epoch [83][60/627] lr: 4.605e-02, eta: 1 day, 7:12:45, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5313, loss_cls: 3.2890, loss: 3.2890 2020-07-03 02:57:28,834 - mmaction - INFO - Epoch [83][80/627] lr: 4.605e-02, eta: 1 day, 7:12:17, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5229, loss_cls: 3.3262, loss: 3.3262 2020-07-03 02:57:46,555 - mmaction - INFO - Epoch [83][100/627] lr: 4.605e-02, eta: 1 day, 7:11:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5083, loss_cls: 3.3516, loss: 3.3516 2020-07-03 02:58:04,239 - mmaction - INFO - Epoch [83][120/627] lr: 4.605e-02, eta: 1 day, 7:11:22, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5125, loss_cls: 3.3423, loss: 3.3423 2020-07-03 02:58:21,925 - mmaction - INFO - Epoch [83][140/627] lr: 4.605e-02, eta: 1 day, 7:10:55, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5500, loss_cls: 3.1680, loss: 3.1680 2020-07-03 02:58:39,636 - mmaction - INFO - Epoch [83][160/627] lr: 4.605e-02, eta: 1 day, 7:10:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5104, loss_cls: 3.4161, loss: 3.4161 2020-07-03 02:58:57,367 - mmaction - INFO - Epoch [83][180/627] lr: 4.605e-02, eta: 1 day, 7:10:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5021, loss_cls: 3.3300, loss: 3.3300 2020-07-03 02:59:15,115 - mmaction - INFO - Epoch [83][200/627] lr: 4.605e-02, eta: 1 day, 7:09:33, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5042, loss_cls: 3.4920, loss: 3.4920 2020-07-03 02:59:32,857 - mmaction - INFO - Epoch [83][220/627] lr: 4.605e-02, eta: 1 day, 7:09:06, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5208, loss_cls: 3.2977, loss: 3.2977 2020-07-03 02:59:50,587 - mmaction - INFO - Epoch [83][240/627] lr: 4.605e-02, eta: 1 day, 7:08:38, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5625, loss_cls: 3.1380, loss: 3.1380 2020-07-03 03:00:18,399 - mmaction - INFO - Epoch [83][260/627] lr: 4.605e-02, eta: 1 day, 7:08:34, time: 1.383, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.4833, loss_cls: 3.4672, loss: 3.4672 2020-07-03 03:00:36,100 - mmaction - INFO - Epoch [83][280/627] lr: 4.605e-02, eta: 1 day, 7:08:07, time: 0.891, data_time: 0.012, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5313, loss_cls: 3.2445, loss: 3.2445 2020-07-03 03:00:53,807 - mmaction - INFO - Epoch [83][300/627] lr: 4.605e-02, eta: 1 day, 7:07:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5583, loss_cls: 3.1828, loss: 3.1828 2020-07-03 03:01:11,552 - mmaction - INFO - Epoch [83][320/627] lr: 4.605e-02, eta: 1 day, 7:07:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5417, loss_cls: 3.2935, loss: 3.2935 2020-07-03 03:01:29,229 - mmaction - INFO - Epoch [83][340/627] lr: 4.605e-02, eta: 1 day, 7:06:45, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5417, loss_cls: 3.2958, loss: 3.2958 2020-07-03 03:01:46,975 - mmaction - INFO - Epoch [83][360/627] lr: 4.605e-02, eta: 1 day, 7:06:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5646, loss_cls: 3.1977, loss: 3.1977 2020-07-03 03:02:04,714 - mmaction - INFO - Epoch [83][380/627] lr: 4.605e-02, eta: 1 day, 7:05:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5000, loss_cls: 3.3777, loss: 3.3777 2020-07-03 03:02:22,436 - mmaction - INFO - Epoch [83][400/627] lr: 4.605e-02, eta: 1 day, 7:05:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5292, loss_cls: 3.3329, loss: 3.3329 2020-07-03 03:02:40,162 - mmaction - INFO - Epoch [83][420/627] lr: 4.605e-02, eta: 1 day, 7:04:56, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5312, loss_cls: 3.3110, loss: 3.3110 2020-07-03 03:02:57,907 - mmaction - INFO - Epoch [83][440/627] lr: 4.605e-02, eta: 1 day, 7:04:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5396, loss_cls: 3.2876, loss: 3.2876 2020-07-03 03:03:15,696 - mmaction - INFO - Epoch [83][460/627] lr: 4.605e-02, eta: 1 day, 7:04:02, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5333, loss_cls: 3.3321, loss: 3.3321 2020-07-03 03:03:33,468 - mmaction - INFO - Epoch [83][480/627] lr: 4.605e-02, eta: 1 day, 7:03:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2521, top5_acc: 0.4854, loss_cls: 3.5674, loss: 3.5674 2020-07-03 03:03:51,194 - mmaction - INFO - Epoch [83][500/627] lr: 4.605e-02, eta: 1 day, 7:03:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5479, loss_cls: 3.2116, loss: 3.2116 2020-07-03 03:04:08,897 - mmaction - INFO - Epoch [83][520/627] lr: 4.605e-02, eta: 1 day, 7:02:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5125, loss_cls: 3.3740, loss: 3.3740 2020-07-03 03:04:26,675 - mmaction - INFO - Epoch [83][540/627] lr: 4.605e-02, eta: 1 day, 7:02:13, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5000, loss_cls: 3.3670, loss: 3.3670 2020-07-03 03:04:44,427 - mmaction - INFO - Epoch [83][560/627] lr: 4.605e-02, eta: 1 day, 7:01:46, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5250, loss_cls: 3.3255, loss: 3.3255 2020-07-03 03:05:02,172 - mmaction - INFO - Epoch [83][580/627] lr: 4.605e-02, eta: 1 day, 7:01:19, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5313, loss_cls: 3.2971, loss: 3.2971 2020-07-03 03:05:20,719 - mmaction - INFO - Epoch [83][600/627] lr: 4.605e-02, eta: 1 day, 7:00:54, time: 0.928, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5396, loss_cls: 3.2523, loss: 3.2523 2020-07-03 03:05:38,460 - mmaction - INFO - Epoch [83][620/627] lr: 4.605e-02, eta: 1 day, 7:00:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2583, top5_acc: 0.4833, loss_cls: 3.4730, loss: 3.4730 2020-07-03 03:07:47,470 - mmaction - INFO - Epoch [84][20/627] lr: 4.574e-02, eta: 1 day, 7:03:22, time: 5.793, data_time: 4.838, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5208, loss_cls: 3.3511, loss: 3.3511 2020-07-03 03:08:05,075 - mmaction - INFO - Epoch [84][40/627] lr: 4.574e-02, eta: 1 day, 7:02:54, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5542, loss_cls: 3.2864, loss: 3.2864 2020-07-03 03:08:22,733 - mmaction - INFO - Epoch [84][60/627] lr: 4.574e-02, eta: 1 day, 7:02:27, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5208, loss_cls: 3.3360, loss: 3.3360 2020-07-03 03:08:40,378 - mmaction - INFO - Epoch [84][80/627] lr: 4.574e-02, eta: 1 day, 7:01:59, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4937, loss_cls: 3.4579, loss: 3.4579 2020-07-03 03:08:58,047 - mmaction - INFO - Epoch [84][100/627] lr: 4.574e-02, eta: 1 day, 7:01:32, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5354, loss_cls: 3.1992, loss: 3.1992 2020-07-03 03:09:15,743 - mmaction - INFO - Epoch [84][120/627] lr: 4.574e-02, eta: 1 day, 7:01:05, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4688, loss_cls: 3.5599, loss: 3.5599 2020-07-03 03:09:33,398 - mmaction - INFO - Epoch [84][140/627] lr: 4.574e-02, eta: 1 day, 7:00:37, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5250, loss_cls: 3.2999, loss: 3.2999 2020-07-03 03:09:51,141 - mmaction - INFO - Epoch [84][160/627] lr: 4.574e-02, eta: 1 day, 7:00:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5250, loss_cls: 3.4089, loss: 3.4089 2020-07-03 03:10:12,173 - mmaction - INFO - Epoch [84][180/627] lr: 4.574e-02, eta: 1 day, 6:59:50, time: 1.049, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5583, loss_cls: 3.2593, loss: 3.2593 2020-07-03 03:10:29,901 - mmaction - INFO - Epoch [84][200/627] lr: 4.574e-02, eta: 1 day, 6:59:23, time: 0.889, data_time: 0.004, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5396, loss_cls: 3.3659, loss: 3.3659 2020-07-03 03:10:47,607 - mmaction - INFO - Epoch [84][220/627] lr: 4.574e-02, eta: 1 day, 6:58:56, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5333, loss_cls: 3.2601, loss: 3.2601 2020-07-03 03:11:05,286 - mmaction - INFO - Epoch [84][240/627] lr: 4.574e-02, eta: 1 day, 6:58:29, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5604, loss_cls: 3.2761, loss: 3.2761 2020-07-03 03:11:22,994 - mmaction - INFO - Epoch [84][260/627] lr: 4.574e-02, eta: 1 day, 6:58:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5167, loss_cls: 3.2875, loss: 3.2875 2020-07-03 03:11:40,713 - mmaction - INFO - Epoch [84][280/627] lr: 4.574e-02, eta: 1 day, 6:57:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.4813, loss_cls: 3.5229, loss: 3.5229 2020-07-03 03:11:58,425 - mmaction - INFO - Epoch [84][300/627] lr: 4.574e-02, eta: 1 day, 6:57:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5979, loss_cls: 3.0071, loss: 3.0071 2020-07-03 03:12:16,132 - mmaction - INFO - Epoch [84][320/627] lr: 4.574e-02, eta: 1 day, 6:56:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5063, loss_cls: 3.3305, loss: 3.3305 2020-07-03 03:12:33,886 - mmaction - INFO - Epoch [84][340/627] lr: 4.574e-02, eta: 1 day, 6:56:13, time: 0.886, data_time: 0.004, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5292, loss_cls: 3.1683, loss: 3.1683 2020-07-03 03:12:51,640 - mmaction - INFO - Epoch [84][360/627] lr: 4.574e-02, eta: 1 day, 6:55:46, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5250, loss_cls: 3.2800, loss: 3.2800 2020-07-03 03:13:09,342 - mmaction - INFO - Epoch [84][380/627] lr: 4.574e-02, eta: 1 day, 6:55:18, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5104, loss_cls: 3.6421, loss: 3.6421 2020-07-03 03:13:27,121 - mmaction - INFO - Epoch [84][400/627] lr: 4.574e-02, eta: 1 day, 6:54:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5375, loss_cls: 3.3067, loss: 3.3067 2020-07-03 03:13:44,840 - mmaction - INFO - Epoch [84][420/627] lr: 4.574e-02, eta: 1 day, 6:54:24, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5708, loss_cls: 3.2023, loss: 3.2023 2020-07-03 03:14:02,604 - mmaction - INFO - Epoch [84][440/627] lr: 4.574e-02, eta: 1 day, 6:53:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5188, loss_cls: 3.3390, loss: 3.3390 2020-07-03 03:14:20,367 - mmaction - INFO - Epoch [84][460/627] lr: 4.574e-02, eta: 1 day, 6:53:30, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5208, loss_cls: 3.3418, loss: 3.3418 2020-07-03 03:14:38,083 - mmaction - INFO - Epoch [84][480/627] lr: 4.574e-02, eta: 1 day, 6:53:03, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5333, loss_cls: 3.2361, loss: 3.2361 2020-07-03 03:14:55,756 - mmaction - INFO - Epoch [84][500/627] lr: 4.574e-02, eta: 1 day, 6:52:36, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5229, loss_cls: 3.3370, loss: 3.3370 2020-07-03 03:15:13,505 - mmaction - INFO - Epoch [84][520/627] lr: 4.574e-02, eta: 1 day, 6:52:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5021, loss_cls: 3.3385, loss: 3.3385 2020-07-03 03:15:31,245 - mmaction - INFO - Epoch [84][540/627] lr: 4.574e-02, eta: 1 day, 6:51:42, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5187, loss_cls: 3.3157, loss: 3.3157 2020-07-03 03:15:48,987 - mmaction - INFO - Epoch [84][560/627] lr: 4.574e-02, eta: 1 day, 6:51:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5417, loss_cls: 3.2496, loss: 3.2496 2020-07-03 03:16:06,730 - mmaction - INFO - Epoch [84][580/627] lr: 4.574e-02, eta: 1 day, 6:50:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5208, loss_cls: 3.3400, loss: 3.3400 2020-07-03 03:16:24,461 - mmaction - INFO - Epoch [84][600/627] lr: 4.574e-02, eta: 1 day, 6:50:21, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5229, loss_cls: 3.3669, loss: 3.3669 2020-07-03 03:16:42,198 - mmaction - INFO - Epoch [84][620/627] lr: 4.574e-02, eta: 1 day, 6:49:54, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5188, loss_cls: 3.4618, loss: 3.4618 2020-07-03 03:18:50,973 - mmaction - INFO - Epoch [85][20/627] lr: 4.542e-02, eta: 1 day, 6:52:59, time: 6.091, data_time: 3.975, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5479, loss_cls: 3.1908, loss: 3.1908 2020-07-03 03:19:08,602 - mmaction - INFO - Epoch [85][40/627] lr: 4.542e-02, eta: 1 day, 6:52:31, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5729, loss_cls: 3.2096, loss: 3.2096 2020-07-03 03:19:26,266 - mmaction - INFO - Epoch [85][60/627] lr: 4.542e-02, eta: 1 day, 6:52:04, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5167, loss_cls: 3.4582, loss: 3.4582 2020-07-03 03:19:43,888 - mmaction - INFO - Epoch [85][80/627] lr: 4.542e-02, eta: 1 day, 6:51:36, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5542, loss_cls: 3.1920, loss: 3.1920 2020-07-03 03:20:01,577 - mmaction - INFO - Epoch [85][100/627] lr: 4.542e-02, eta: 1 day, 6:51:09, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5188, loss_cls: 3.2943, loss: 3.2943 2020-07-03 03:20:19,966 - mmaction - INFO - Epoch [85][120/627] lr: 4.542e-02, eta: 1 day, 6:50:43, time: 0.917, data_time: 0.002, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5021, loss_cls: 3.3960, loss: 3.3960 2020-07-03 03:20:37,694 - mmaction - INFO - Epoch [85][140/627] lr: 4.542e-02, eta: 1 day, 6:50:16, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5375, loss_cls: 3.2851, loss: 3.2851 2020-07-03 03:20:55,347 - mmaction - INFO - Epoch [85][160/627] lr: 4.542e-02, eta: 1 day, 6:49:49, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5729, loss_cls: 3.1891, loss: 3.1891 2020-07-03 03:21:13,058 - mmaction - INFO - Epoch [85][180/627] lr: 4.542e-02, eta: 1 day, 6:49:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5458, loss_cls: 3.2827, loss: 3.2827 2020-07-03 03:21:30,744 - mmaction - INFO - Epoch [85][200/627] lr: 4.542e-02, eta: 1 day, 6:48:55, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5167, loss_cls: 3.2993, loss: 3.2993 2020-07-03 03:21:48,391 - mmaction - INFO - Epoch [85][220/627] lr: 4.542e-02, eta: 1 day, 6:48:28, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5667, loss_cls: 3.2129, loss: 3.2129 2020-07-03 03:22:06,107 - mmaction - INFO - Epoch [85][240/627] lr: 4.542e-02, eta: 1 day, 6:48:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.4917, loss_cls: 3.5151, loss: 3.5151 2020-07-03 03:22:23,861 - mmaction - INFO - Epoch [85][260/627] lr: 4.542e-02, eta: 1 day, 6:47:33, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5187, loss_cls: 3.3023, loss: 3.3023 2020-07-03 03:22:41,529 - mmaction - INFO - Epoch [85][280/627] lr: 4.542e-02, eta: 1 day, 6:47:06, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5271, loss_cls: 3.3335, loss: 3.3335 2020-07-03 03:22:59,259 - mmaction - INFO - Epoch [85][300/627] lr: 4.542e-02, eta: 1 day, 6:46:39, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5396, loss_cls: 3.2998, loss: 3.2998 2020-07-03 03:23:16,999 - mmaction - INFO - Epoch [85][320/627] lr: 4.542e-02, eta: 1 day, 6:46:12, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5021, loss_cls: 3.3633, loss: 3.3633 2020-07-03 03:23:34,662 - mmaction - INFO - Epoch [85][340/627] lr: 4.542e-02, eta: 1 day, 6:45:45, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5021, loss_cls: 3.4982, loss: 3.4982 2020-07-03 03:23:52,347 - mmaction - INFO - Epoch [85][360/627] lr: 4.542e-02, eta: 1 day, 6:45:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5542, loss_cls: 3.1911, loss: 3.1911 2020-07-03 03:24:10,086 - mmaction - INFO - Epoch [85][380/627] lr: 4.542e-02, eta: 1 day, 6:44:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5104, loss_cls: 3.3726, loss: 3.3726 2020-07-03 03:24:27,799 - mmaction - INFO - Epoch [85][400/627] lr: 4.542e-02, eta: 1 day, 6:44:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5271, loss_cls: 3.3924, loss: 3.3924 2020-07-03 03:24:45,482 - mmaction - INFO - Epoch [85][420/627] lr: 4.542e-02, eta: 1 day, 6:43:57, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5208, loss_cls: 3.3776, loss: 3.3776 2020-07-03 03:25:03,219 - mmaction - INFO - Epoch [85][440/627] lr: 4.542e-02, eta: 1 day, 6:43:30, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5333, loss_cls: 3.2732, loss: 3.2732 2020-07-03 03:25:20,858 - mmaction - INFO - Epoch [85][460/627] lr: 4.542e-02, eta: 1 day, 6:43:02, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.2802, loss: 3.2802 2020-07-03 03:25:38,577 - mmaction - INFO - Epoch [85][480/627] lr: 4.542e-02, eta: 1 day, 6:42:35, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5479, loss_cls: 3.3070, loss: 3.3070 2020-07-03 03:25:56,266 - mmaction - INFO - Epoch [85][500/627] lr: 4.542e-02, eta: 1 day, 6:42:08, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5208, loss_cls: 3.3010, loss: 3.3010 2020-07-03 03:26:14,022 - mmaction - INFO - Epoch [85][520/627] lr: 4.542e-02, eta: 1 day, 6:41:41, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5771, loss_cls: 3.1724, loss: 3.1724 2020-07-03 03:26:31,714 - mmaction - INFO - Epoch [85][540/627] lr: 4.542e-02, eta: 1 day, 6:41:14, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4708, loss_cls: 3.4261, loss: 3.4261 2020-07-03 03:26:49,411 - mmaction - INFO - Epoch [85][560/627] lr: 4.542e-02, eta: 1 day, 6:40:47, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5188, loss_cls: 3.2917, loss: 3.2917 2020-07-03 03:27:07,137 - mmaction - INFO - Epoch [85][580/627] lr: 4.542e-02, eta: 1 day, 6:40:20, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5104, loss_cls: 3.3589, loss: 3.3589 2020-07-03 03:27:24,869 - mmaction - INFO - Epoch [85][600/627] lr: 4.542e-02, eta: 1 day, 6:39:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5333, loss_cls: 3.3322, loss: 3.3322 2020-07-03 03:27:42,531 - mmaction - INFO - Epoch [85][620/627] lr: 4.542e-02, eta: 1 day, 6:39:26, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5438, loss_cls: 3.2482, loss: 3.2482 2020-07-03 03:29:30,980 - mmaction - INFO - Epoch [86][20/627] lr: 4.511e-02, eta: 1 day, 6:41:40, time: 5.036, data_time: 3.716, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4938, loss_cls: 3.4641, loss: 3.4641 2020-07-03 03:29:48,594 - mmaction - INFO - Epoch [86][40/627] lr: 4.511e-02, eta: 1 day, 6:41:13, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5542, loss_cls: 3.2677, loss: 3.2677 2020-07-03 03:30:06,522 - mmaction - INFO - Epoch [86][60/627] lr: 4.511e-02, eta: 1 day, 6:40:47, time: 0.898, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5583, loss_cls: 3.1557, loss: 3.1557 2020-07-03 03:30:24,159 - mmaction - INFO - Epoch [86][80/627] lr: 4.511e-02, eta: 1 day, 6:40:19, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3000, top5_acc: 0.4917, loss_cls: 3.4311, loss: 3.4311 2020-07-03 03:30:41,820 - mmaction - INFO - Epoch [86][100/627] lr: 4.511e-02, eta: 1 day, 6:39:52, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5021, loss_cls: 3.3424, loss: 3.3424 2020-07-03 03:30:59,544 - mmaction - INFO - Epoch [86][120/627] lr: 4.511e-02, eta: 1 day, 6:39:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5667, loss_cls: 3.1886, loss: 3.1886 2020-07-03 03:31:17,217 - mmaction - INFO - Epoch [86][140/627] lr: 4.511e-02, eta: 1 day, 6:38:58, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5479, loss_cls: 3.2125, loss: 3.2125 2020-07-03 03:31:34,891 - mmaction - INFO - Epoch [86][160/627] lr: 4.511e-02, eta: 1 day, 6:38:31, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.3533, loss: 3.3533 2020-07-03 03:31:52,576 - mmaction - INFO - Epoch [86][180/627] lr: 4.511e-02, eta: 1 day, 6:38:04, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5479, loss_cls: 3.1962, loss: 3.1962 2020-07-03 03:32:10,272 - mmaction - INFO - Epoch [86][200/627] lr: 4.511e-02, eta: 1 day, 6:37:37, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5063, loss_cls: 3.3580, loss: 3.3580 2020-07-03 03:32:28,005 - mmaction - INFO - Epoch [86][220/627] lr: 4.511e-02, eta: 1 day, 6:37:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5313, loss_cls: 3.3038, loss: 3.3038 2020-07-03 03:32:45,766 - mmaction - INFO - Epoch [86][240/627] lr: 4.511e-02, eta: 1 day, 6:36:43, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5354, loss_cls: 3.2801, loss: 3.2801 2020-07-03 03:33:03,470 - mmaction - INFO - Epoch [86][260/627] lr: 4.511e-02, eta: 1 day, 6:36:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5250, loss_cls: 3.2321, loss: 3.2321 2020-07-03 03:33:21,170 - mmaction - INFO - Epoch [86][280/627] lr: 4.511e-02, eta: 1 day, 6:35:49, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4375, loss_cls: 3.6486, loss: 3.6486 2020-07-03 03:33:38,852 - mmaction - INFO - Epoch [86][300/627] lr: 4.511e-02, eta: 1 day, 6:35:22, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5188, loss_cls: 3.3119, loss: 3.3119 2020-07-03 03:33:56,588 - mmaction - INFO - Epoch [86][320/627] lr: 4.511e-02, eta: 1 day, 6:34:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5104, loss_cls: 3.3346, loss: 3.3346 2020-07-03 03:34:14,322 - mmaction - INFO - Epoch [86][340/627] lr: 4.511e-02, eta: 1 day, 6:34:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5229, loss_cls: 3.2574, loss: 3.2574 2020-07-03 03:34:32,055 - mmaction - INFO - Epoch [86][360/627] lr: 4.511e-02, eta: 1 day, 6:34:01, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2583, top5_acc: 0.5271, loss_cls: 3.2965, loss: 3.2965 2020-07-03 03:34:49,757 - mmaction - INFO - Epoch [86][380/627] lr: 4.511e-02, eta: 1 day, 6:33:34, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5771, loss_cls: 3.1020, loss: 3.1020 2020-07-03 03:35:07,556 - mmaction - INFO - Epoch [86][400/627] lr: 4.511e-02, eta: 1 day, 6:33:08, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5667, loss_cls: 3.2021, loss: 3.2021 2020-07-03 03:35:25,233 - mmaction - INFO - Epoch [86][420/627] lr: 4.511e-02, eta: 1 day, 6:32:41, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5271, loss_cls: 3.3149, loss: 3.3149 2020-07-03 03:35:42,887 - mmaction - INFO - Epoch [86][440/627] lr: 4.511e-02, eta: 1 day, 6:32:14, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5188, loss_cls: 3.3008, loss: 3.3008 2020-07-03 03:36:00,600 - mmaction - INFO - Epoch [86][460/627] lr: 4.511e-02, eta: 1 day, 6:31:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5271, loss_cls: 3.3462, loss: 3.3462 2020-07-03 03:36:18,256 - mmaction - INFO - Epoch [86][480/627] lr: 4.511e-02, eta: 1 day, 6:31:20, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5167, loss_cls: 3.2700, loss: 3.2700 2020-07-03 03:36:35,940 - mmaction - INFO - Epoch [86][500/627] lr: 4.511e-02, eta: 1 day, 6:30:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5333, loss_cls: 3.3336, loss: 3.3336 2020-07-03 03:36:53,629 - mmaction - INFO - Epoch [86][520/627] lr: 4.511e-02, eta: 1 day, 6:30:26, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5542, loss_cls: 3.2235, loss: 3.2235 2020-07-03 03:37:11,363 - mmaction - INFO - Epoch [86][540/627] lr: 4.511e-02, eta: 1 day, 6:29:59, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5312, loss_cls: 3.3236, loss: 3.3236 2020-07-03 03:37:29,042 - mmaction - INFO - Epoch [86][560/627] lr: 4.511e-02, eta: 1 day, 6:29:32, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5271, loss_cls: 3.3612, loss: 3.3612 2020-07-03 03:37:46,750 - mmaction - INFO - Epoch [86][580/627] lr: 4.511e-02, eta: 1 day, 6:29:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5479, loss_cls: 3.1306, loss: 3.1306 2020-07-03 03:38:04,475 - mmaction - INFO - Epoch [86][600/627] lr: 4.511e-02, eta: 1 day, 6:28:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5146, loss_cls: 3.4037, loss: 3.4037 2020-07-03 03:38:22,182 - mmaction - INFO - Epoch [86][620/627] lr: 4.511e-02, eta: 1 day, 6:28:12, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5542, loss_cls: 3.2656, loss: 3.2656 2020-07-03 03:41:22,521 - mmaction - INFO - Epoch [87][20/627] lr: 4.479e-02, eta: 1 day, 6:32:57, time: 8.579, data_time: 7.362, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5542, loss_cls: 3.1861, loss: 3.1861 2020-07-03 03:41:40,141 - mmaction - INFO - Epoch [87][40/627] lr: 4.479e-02, eta: 1 day, 6:32:30, time: 0.884, data_time: 0.009, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5688, loss_cls: 3.1738, loss: 3.1738 2020-07-03 03:41:57,737 - mmaction - INFO - Epoch [87][60/627] lr: 4.479e-02, eta: 1 day, 6:32:03, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5312, loss_cls: 3.2703, loss: 3.2703 2020-07-03 03:42:15,416 - mmaction - INFO - Epoch [87][80/627] lr: 4.479e-02, eta: 1 day, 6:31:36, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5396, loss_cls: 3.2016, loss: 3.2016 2020-07-03 03:42:33,097 - mmaction - INFO - Epoch [87][100/627] lr: 4.479e-02, eta: 1 day, 6:31:09, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5250, loss_cls: 3.2151, loss: 3.2151 2020-07-03 03:42:50,743 - mmaction - INFO - Epoch [87][120/627] lr: 4.479e-02, eta: 1 day, 6:30:42, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5104, loss_cls: 3.3579, loss: 3.3579 2020-07-03 03:43:08,413 - mmaction - INFO - Epoch [87][140/627] lr: 4.479e-02, eta: 1 day, 6:30:14, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5312, loss_cls: 3.2569, loss: 3.2569 2020-07-03 03:43:26,206 - mmaction - INFO - Epoch [87][160/627] lr: 4.479e-02, eta: 1 day, 6:29:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5354, loss_cls: 3.2683, loss: 3.2683 2020-07-03 03:43:43,924 - mmaction - INFO - Epoch [87][180/627] lr: 4.479e-02, eta: 1 day, 6:29:21, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5083, loss_cls: 3.3194, loss: 3.3194 2020-07-03 03:44:01,618 - mmaction - INFO - Epoch [87][200/627] lr: 4.479e-02, eta: 1 day, 6:28:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5688, loss_cls: 3.1084, loss: 3.1084 2020-07-03 03:44:19,357 - mmaction - INFO - Epoch [87][220/627] lr: 4.479e-02, eta: 1 day, 6:28:27, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5667, loss_cls: 3.2054, loss: 3.2054 2020-07-03 03:44:37,098 - mmaction - INFO - Epoch [87][240/627] lr: 4.479e-02, eta: 1 day, 6:28:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.1963, loss: 3.1963 2020-07-03 03:44:54,746 - mmaction - INFO - Epoch [87][260/627] lr: 4.479e-02, eta: 1 day, 6:27:33, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5583, loss_cls: 3.1545, loss: 3.1545 2020-07-03 03:45:12,911 - mmaction - INFO - Epoch [87][280/627] lr: 4.479e-02, eta: 1 day, 6:27:07, time: 0.907, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5146, loss_cls: 3.3032, loss: 3.3032 2020-07-03 03:45:30,657 - mmaction - INFO - Epoch [87][300/627] lr: 4.479e-02, eta: 1 day, 6:26:40, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5063, loss_cls: 3.3413, loss: 3.3413 2020-07-03 03:45:48,374 - mmaction - INFO - Epoch [87][320/627] lr: 4.479e-02, eta: 1 day, 6:26:13, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5521, loss_cls: 3.2098, loss: 3.2098 2020-07-03 03:46:06,137 - mmaction - INFO - Epoch [87][340/627] lr: 4.479e-02, eta: 1 day, 6:25:46, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5146, loss_cls: 3.3345, loss: 3.3345 2020-07-03 03:46:23,841 - mmaction - INFO - Epoch [87][360/627] lr: 4.479e-02, eta: 1 day, 6:25:20, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5083, loss_cls: 3.4470, loss: 3.4470 2020-07-03 03:46:41,586 - mmaction - INFO - Epoch [87][380/627] lr: 4.479e-02, eta: 1 day, 6:24:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5021, loss_cls: 3.3619, loss: 3.3619 2020-07-03 03:46:59,283 - mmaction - INFO - Epoch [87][400/627] lr: 4.479e-02, eta: 1 day, 6:24:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5354, loss_cls: 3.3766, loss: 3.3766 2020-07-03 03:47:16,974 - mmaction - INFO - Epoch [87][420/627] lr: 4.479e-02, eta: 1 day, 6:23:59, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.4833, loss_cls: 3.4472, loss: 3.4472 2020-07-03 03:47:34,680 - mmaction - INFO - Epoch [87][440/627] lr: 4.479e-02, eta: 1 day, 6:23:32, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5042, loss_cls: 3.2965, loss: 3.2965 2020-07-03 03:47:52,385 - mmaction - INFO - Epoch [87][460/627] lr: 4.479e-02, eta: 1 day, 6:23:05, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5292, loss_cls: 3.2177, loss: 3.2177 2020-07-03 03:48:10,121 - mmaction - INFO - Epoch [87][480/627] lr: 4.479e-02, eta: 1 day, 6:22:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4938, loss_cls: 3.4772, loss: 3.4772 2020-07-03 03:48:27,811 - mmaction - INFO - Epoch [87][500/627] lr: 4.479e-02, eta: 1 day, 6:22:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5333, loss_cls: 3.3205, loss: 3.3205 2020-07-03 03:48:45,506 - mmaction - INFO - Epoch [87][520/627] lr: 4.479e-02, eta: 1 day, 6:21:45, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5083, loss_cls: 3.3482, loss: 3.3482 2020-07-03 03:49:03,204 - mmaction - INFO - Epoch [87][540/627] lr: 4.479e-02, eta: 1 day, 6:21:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5292, loss_cls: 3.2822, loss: 3.2822 2020-07-03 03:49:20,974 - mmaction - INFO - Epoch [87][560/627] lr: 4.479e-02, eta: 1 day, 6:20:51, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2937, top5_acc: 0.4979, loss_cls: 3.3879, loss: 3.3879 2020-07-03 03:49:38,704 - mmaction - INFO - Epoch [87][580/627] lr: 4.479e-02, eta: 1 day, 6:20:24, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5229, loss_cls: 3.2338, loss: 3.2338 2020-07-03 03:49:56,383 - mmaction - INFO - Epoch [87][600/627] lr: 4.479e-02, eta: 1 day, 6:19:57, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5250, loss_cls: 3.4083, loss: 3.4083 2020-07-03 03:50:14,124 - mmaction - INFO - Epoch [87][620/627] lr: 4.479e-02, eta: 1 day, 6:19:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5125, loss_cls: 3.3320, loss: 3.3320 2020-07-03 03:52:12,691 - mmaction - INFO - Epoch [88][20/627] lr: 4.447e-02, eta: 1 day, 6:21:58, time: 5.475, data_time: 4.547, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5542, loss_cls: 3.1270, loss: 3.1270 2020-07-03 03:52:30,315 - mmaction - INFO - Epoch [88][40/627] lr: 4.447e-02, eta: 1 day, 6:21:30, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5167, loss_cls: 3.3083, loss: 3.3083 2020-07-03 03:52:47,943 - mmaction - INFO - Epoch [88][60/627] lr: 4.447e-02, eta: 1 day, 6:21:03, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5500, loss_cls: 3.2046, loss: 3.2046 2020-07-03 03:53:05,579 - mmaction - INFO - Epoch [88][80/627] lr: 4.447e-02, eta: 1 day, 6:20:36, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5271, loss_cls: 3.2712, loss: 3.2712 2020-07-03 03:53:23,279 - mmaction - INFO - Epoch [88][100/627] lr: 4.447e-02, eta: 1 day, 6:20:09, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5125, loss_cls: 3.3431, loss: 3.3431 2020-07-03 03:53:40,994 - mmaction - INFO - Epoch [88][120/627] lr: 4.447e-02, eta: 1 day, 6:19:43, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5604, loss_cls: 3.1965, loss: 3.1965 2020-07-03 03:53:58,635 - mmaction - INFO - Epoch [88][140/627] lr: 4.447e-02, eta: 1 day, 6:19:16, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5187, loss_cls: 3.3444, loss: 3.3444 2020-07-03 03:54:16,351 - mmaction - INFO - Epoch [88][160/627] lr: 4.447e-02, eta: 1 day, 6:18:49, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5667, loss_cls: 3.2183, loss: 3.2183 2020-07-03 03:54:34,059 - mmaction - INFO - Epoch [88][180/627] lr: 4.447e-02, eta: 1 day, 6:18:22, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5458, loss_cls: 3.2814, loss: 3.2814 2020-07-03 03:54:51,808 - mmaction - INFO - Epoch [88][200/627] lr: 4.447e-02, eta: 1 day, 6:17:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5146, loss_cls: 3.3173, loss: 3.3173 2020-07-03 03:55:09,944 - mmaction - INFO - Epoch [88][220/627] lr: 4.447e-02, eta: 1 day, 6:17:29, time: 0.905, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5396, loss_cls: 3.1616, loss: 3.1616 2020-07-03 03:55:27,698 - mmaction - INFO - Epoch [88][240/627] lr: 4.447e-02, eta: 1 day, 6:17:03, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5229, loss_cls: 3.3520, loss: 3.3520 2020-07-03 03:55:45,435 - mmaction - INFO - Epoch [88][260/627] lr: 4.447e-02, eta: 1 day, 6:16:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5229, loss_cls: 3.3046, loss: 3.3046 2020-07-03 03:56:03,126 - mmaction - INFO - Epoch [88][280/627] lr: 4.447e-02, eta: 1 day, 6:16:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5146, loss_cls: 3.3114, loss: 3.3114 2020-07-03 03:56:20,830 - mmaction - INFO - Epoch [88][300/627] lr: 4.447e-02, eta: 1 day, 6:15:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5396, loss_cls: 3.1884, loss: 3.1884 2020-07-03 03:56:38,522 - mmaction - INFO - Epoch [88][320/627] lr: 4.447e-02, eta: 1 day, 6:15:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5313, loss_cls: 3.2881, loss: 3.2881 2020-07-03 03:56:56,223 - mmaction - INFO - Epoch [88][340/627] lr: 4.447e-02, eta: 1 day, 6:14:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5208, loss_cls: 3.3251, loss: 3.3251 2020-07-03 03:57:13,911 - mmaction - INFO - Epoch [88][360/627] lr: 4.447e-02, eta: 1 day, 6:14:22, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5604, loss_cls: 3.1395, loss: 3.1395 2020-07-03 03:57:31,640 - mmaction - INFO - Epoch [88][380/627] lr: 4.447e-02, eta: 1 day, 6:13:55, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5333, loss_cls: 3.2675, loss: 3.2675 2020-07-03 03:57:49,403 - mmaction - INFO - Epoch [88][400/627] lr: 4.447e-02, eta: 1 day, 6:13:28, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5042, loss_cls: 3.3997, loss: 3.3997 2020-07-03 03:58:07,079 - mmaction - INFO - Epoch [88][420/627] lr: 4.447e-02, eta: 1 day, 6:13:01, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5250, loss_cls: 3.3643, loss: 3.3643 2020-07-03 03:58:24,811 - mmaction - INFO - Epoch [88][440/627] lr: 4.447e-02, eta: 1 day, 6:12:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5229, loss_cls: 3.3277, loss: 3.3277 2020-07-03 03:58:42,565 - mmaction - INFO - Epoch [88][460/627] lr: 4.447e-02, eta: 1 day, 6:12:08, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2562, top5_acc: 0.5063, loss_cls: 3.3889, loss: 3.3889 2020-07-03 03:59:00,293 - mmaction - INFO - Epoch [88][480/627] lr: 4.447e-02, eta: 1 day, 6:11:41, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5438, loss_cls: 3.1906, loss: 3.1906 2020-07-03 03:59:18,008 - mmaction - INFO - Epoch [88][500/627] lr: 4.447e-02, eta: 1 day, 6:11:15, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.2300, loss: 3.2300 2020-07-03 03:59:35,725 - mmaction - INFO - Epoch [88][520/627] lr: 4.447e-02, eta: 1 day, 6:10:48, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.4979, loss_cls: 3.3464, loss: 3.3464 2020-07-03 03:59:53,485 - mmaction - INFO - Epoch [88][540/627] lr: 4.447e-02, eta: 1 day, 6:10:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5542, loss_cls: 3.2681, loss: 3.2681 2020-07-03 04:00:21,169 - mmaction - INFO - Epoch [88][560/627] lr: 4.447e-02, eta: 1 day, 6:10:15, time: 1.379, data_time: 0.005, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5542, loss_cls: 3.3041, loss: 3.3041 2020-07-03 04:00:38,924 - mmaction - INFO - Epoch [88][580/627] lr: 4.447e-02, eta: 1 day, 6:09:49, time: 0.893, data_time: 0.012, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5583, loss_cls: 3.2183, loss: 3.2183 2020-07-03 04:00:56,649 - mmaction - INFO - Epoch [88][600/627] lr: 4.447e-02, eta: 1 day, 6:09:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5208, loss_cls: 3.3516, loss: 3.3516 2020-07-03 04:01:14,372 - mmaction - INFO - Epoch [88][620/627] lr: 4.447e-02, eta: 1 day, 6:08:56, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5333, loss_cls: 3.2334, loss: 3.2334 2020-07-03 04:01:28,382 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-07-03 04:03:25,830 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 04:03:26,761 - mmaction - INFO - top1_acc 0.3520 top5_acc 0.5968 2020-07-03 04:03:26,762 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 04:03:26,856 - mmaction - INFO - mean_acc 0.3519 2020-07-03 04:03:26,864 - mmaction - INFO - Epoch [88][627/627] lr: 4.447e-02, top1_acc: 0.3520, top5_acc: 0.5968, mean_class_accuracy: 0.3519 2020-07-03 04:05:15,403 - mmaction - INFO - Epoch [89][20/627] lr: 4.414e-02, eta: 1 day, 6:11:17, time: 5.425, data_time: 3.576, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5062, loss_cls: 3.3991, loss: 3.3991 2020-07-03 04:05:33,005 - mmaction - INFO - Epoch [89][40/627] lr: 4.414e-02, eta: 1 day, 6:10:50, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5083, loss_cls: 3.3173, loss: 3.3173 2020-07-03 04:05:50,643 - mmaction - INFO - Epoch [89][60/627] lr: 4.414e-02, eta: 1 day, 6:10:23, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5208, loss_cls: 3.2121, loss: 3.2121 2020-07-03 04:06:08,318 - mmaction - INFO - Epoch [89][80/627] lr: 4.414e-02, eta: 1 day, 6:09:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5458, loss_cls: 3.2196, loss: 3.2196 2020-07-03 04:06:25,950 - mmaction - INFO - Epoch [89][100/627] lr: 4.414e-02, eta: 1 day, 6:09:30, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.2583, top5_acc: 0.5292, loss_cls: 3.4438, loss: 3.4438 2020-07-03 04:06:43,905 - mmaction - INFO - Epoch [89][120/627] lr: 4.414e-02, eta: 1 day, 6:09:03, time: 0.892, data_time: 0.012, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5229, loss_cls: 3.3445, loss: 3.3445 2020-07-03 04:07:01,736 - mmaction - INFO - Epoch [89][140/627] lr: 4.414e-02, eta: 1 day, 6:08:37, time: 0.898, data_time: 0.017, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5313, loss_cls: 3.2338, loss: 3.2338 2020-07-03 04:07:19,444 - mmaction - INFO - Epoch [89][160/627] lr: 4.414e-02, eta: 1 day, 6:08:10, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5563, loss_cls: 3.1809, loss: 3.1809 2020-07-03 04:07:37,144 - mmaction - INFO - Epoch [89][180/627] lr: 4.414e-02, eta: 1 day, 6:07:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2562, top5_acc: 0.4958, loss_cls: 3.4579, loss: 3.4579 2020-07-03 04:07:54,850 - mmaction - INFO - Epoch [89][200/627] lr: 4.414e-02, eta: 1 day, 6:07:17, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4937, loss_cls: 3.4594, loss: 3.4594 2020-07-03 04:08:12,578 - mmaction - INFO - Epoch [89][220/627] lr: 4.414e-02, eta: 1 day, 6:06:50, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5646, loss_cls: 3.2146, loss: 3.2146 2020-07-03 04:08:30,656 - mmaction - INFO - Epoch [89][240/627] lr: 4.414e-02, eta: 1 day, 6:06:24, time: 0.899, data_time: 0.017, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5417, loss_cls: 3.1664, loss: 3.1664 2020-07-03 04:08:48,511 - mmaction - INFO - Epoch [89][260/627] lr: 4.414e-02, eta: 1 day, 6:05:58, time: 0.899, data_time: 0.016, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5375, loss_cls: 3.2613, loss: 3.2613 2020-07-03 04:09:06,423 - mmaction - INFO - Epoch [89][280/627] lr: 4.414e-02, eta: 1 day, 6:05:31, time: 0.894, data_time: 0.013, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5021, loss_cls: 3.3919, loss: 3.3919 2020-07-03 04:09:24,111 - mmaction - INFO - Epoch [89][300/627] lr: 4.414e-02, eta: 1 day, 6:05:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5563, loss_cls: 3.2183, loss: 3.2183 2020-07-03 04:09:41,851 - mmaction - INFO - Epoch [89][320/627] lr: 4.414e-02, eta: 1 day, 6:04:38, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5417, loss_cls: 3.2427, loss: 3.2427 2020-07-03 04:09:59,572 - mmaction - INFO - Epoch [89][340/627] lr: 4.414e-02, eta: 1 day, 6:04:11, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5167, loss_cls: 3.2967, loss: 3.2967 2020-07-03 04:10:17,429 - mmaction - INFO - Epoch [89][360/627] lr: 4.414e-02, eta: 1 day, 6:03:45, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5229, loss_cls: 3.2542, loss: 3.2542 2020-07-03 04:10:35,280 - mmaction - INFO - Epoch [89][380/627] lr: 4.414e-02, eta: 1 day, 6:03:19, time: 0.900, data_time: 0.018, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5521, loss_cls: 3.1165, loss: 3.1165 2020-07-03 04:10:53,404 - mmaction - INFO - Epoch [89][400/627] lr: 4.414e-02, eta: 1 day, 6:02:53, time: 0.899, data_time: 0.010, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5437, loss_cls: 3.1449, loss: 3.1449 2020-07-03 04:11:11,253 - mmaction - INFO - Epoch [89][420/627] lr: 4.414e-02, eta: 1 day, 6:02:26, time: 0.899, data_time: 0.018, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5229, loss_cls: 3.3703, loss: 3.3703 2020-07-03 04:11:28,961 - mmaction - INFO - Epoch [89][440/627] lr: 4.414e-02, eta: 1 day, 6:02:00, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5500, loss_cls: 3.2854, loss: 3.2854 2020-07-03 04:11:46,667 - mmaction - INFO - Epoch [89][460/627] lr: 4.414e-02, eta: 1 day, 6:01:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5646, loss_cls: 3.2636, loss: 3.2636 2020-07-03 04:12:04,422 - mmaction - INFO - Epoch [89][480/627] lr: 4.414e-02, eta: 1 day, 6:01:07, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5458, loss_cls: 3.1903, loss: 3.1903 2020-07-03 04:12:22,180 - mmaction - INFO - Epoch [89][500/627] lr: 4.414e-02, eta: 1 day, 6:00:40, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5417, loss_cls: 3.2821, loss: 3.2821 2020-07-03 04:12:39,886 - mmaction - INFO - Epoch [89][520/627] lr: 4.414e-02, eta: 1 day, 6:00:13, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5250, loss_cls: 3.2819, loss: 3.2819 2020-07-03 04:12:57,613 - mmaction - INFO - Epoch [89][540/627] lr: 4.414e-02, eta: 1 day, 5:59:47, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5125, loss_cls: 3.3101, loss: 3.3101 2020-07-03 04:13:15,328 - mmaction - INFO - Epoch [89][560/627] lr: 4.414e-02, eta: 1 day, 5:59:20, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5021, loss_cls: 3.3702, loss: 3.3702 2020-07-03 04:13:33,081 - mmaction - INFO - Epoch [89][580/627] lr: 4.414e-02, eta: 1 day, 5:58:54, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5063, loss_cls: 3.4163, loss: 3.4163 2020-07-03 04:13:50,794 - mmaction - INFO - Epoch [89][600/627] lr: 4.414e-02, eta: 1 day, 5:58:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5417, loss_cls: 3.3048, loss: 3.3048 2020-07-03 04:14:08,494 - mmaction - INFO - Epoch [89][620/627] lr: 4.414e-02, eta: 1 day, 5:58:01, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5250, loss_cls: 3.3219, loss: 3.3219 2020-07-03 04:15:57,867 - mmaction - INFO - Epoch [90][20/627] lr: 4.382e-02, eta: 1 day, 6:00:04, time: 5.067, data_time: 4.039, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5562, loss_cls: 3.1697, loss: 3.1697 2020-07-03 04:16:15,457 - mmaction - INFO - Epoch [90][40/627] lr: 4.382e-02, eta: 1 day, 5:59:37, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5458, loss_cls: 3.2313, loss: 3.2313 2020-07-03 04:16:33,060 - mmaction - INFO - Epoch [90][60/627] lr: 4.382e-02, eta: 1 day, 5:59:11, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5333, loss_cls: 3.3582, loss: 3.3582 2020-07-03 04:16:50,731 - mmaction - INFO - Epoch [90][80/627] lr: 4.382e-02, eta: 1 day, 5:58:44, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5354, loss_cls: 3.2854, loss: 3.2854 2020-07-03 04:17:08,370 - mmaction - INFO - Epoch [90][100/627] lr: 4.382e-02, eta: 1 day, 5:58:17, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5354, loss_cls: 3.2987, loss: 3.2987 2020-07-03 04:17:26,068 - mmaction - INFO - Epoch [90][120/627] lr: 4.382e-02, eta: 1 day, 5:57:50, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5437, loss_cls: 3.2777, loss: 3.2777 2020-07-03 04:17:43,785 - mmaction - INFO - Epoch [90][140/627] lr: 4.382e-02, eta: 1 day, 5:57:24, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5438, loss_cls: 3.1515, loss: 3.1515 2020-07-03 04:18:01,512 - mmaction - INFO - Epoch [90][160/627] lr: 4.382e-02, eta: 1 day, 5:56:57, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5542, loss_cls: 3.2443, loss: 3.2443 2020-07-03 04:18:19,240 - mmaction - INFO - Epoch [90][180/627] lr: 4.382e-02, eta: 1 day, 5:56:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.0934, loss: 3.0934 2020-07-03 04:18:36,996 - mmaction - INFO - Epoch [90][200/627] lr: 4.382e-02, eta: 1 day, 5:56:04, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5208, loss_cls: 3.3422, loss: 3.3422 2020-07-03 04:18:54,732 - mmaction - INFO - Epoch [90][220/627] lr: 4.382e-02, eta: 1 day, 5:55:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5458, loss_cls: 3.1117, loss: 3.1117 2020-07-03 04:19:12,472 - mmaction - INFO - Epoch [90][240/627] lr: 4.382e-02, eta: 1 day, 5:55:11, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5500, loss_cls: 3.0900, loss: 3.0900 2020-07-03 04:19:30,195 - mmaction - INFO - Epoch [90][260/627] lr: 4.382e-02, eta: 1 day, 5:54:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5333, loss_cls: 3.3528, loss: 3.3528 2020-07-03 04:19:47,885 - mmaction - INFO - Epoch [90][280/627] lr: 4.382e-02, eta: 1 day, 5:54:18, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5750, loss_cls: 3.1911, loss: 3.1911 2020-07-03 04:20:07,047 - mmaction - INFO - Epoch [90][300/627] lr: 4.382e-02, eta: 1 day, 5:53:54, time: 0.959, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4979, loss_cls: 3.4801, loss: 3.4801 2020-07-03 04:20:24,724 - mmaction - INFO - Epoch [90][320/627] lr: 4.382e-02, eta: 1 day, 5:53:28, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5396, loss_cls: 3.3344, loss: 3.3344 2020-07-03 04:20:42,469 - mmaction - INFO - Epoch [90][340/627] lr: 4.382e-02, eta: 1 day, 5:53:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5458, loss_cls: 3.1065, loss: 3.1065 2020-07-03 04:21:00,234 - mmaction - INFO - Epoch [90][360/627] lr: 4.382e-02, eta: 1 day, 5:52:35, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5438, loss_cls: 3.1697, loss: 3.1697 2020-07-03 04:21:17,955 - mmaction - INFO - Epoch [90][380/627] lr: 4.382e-02, eta: 1 day, 5:52:08, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5521, loss_cls: 3.1382, loss: 3.1382 2020-07-03 04:21:35,758 - mmaction - INFO - Epoch [90][400/627] lr: 4.382e-02, eta: 1 day, 5:51:42, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5063, loss_cls: 3.3589, loss: 3.3589 2020-07-03 04:21:53,449 - mmaction - INFO - Epoch [90][420/627] lr: 4.382e-02, eta: 1 day, 5:51:15, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5313, loss_cls: 3.2738, loss: 3.2738 2020-07-03 04:22:11,233 - mmaction - INFO - Epoch [90][440/627] lr: 4.382e-02, eta: 1 day, 5:50:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5167, loss_cls: 3.4527, loss: 3.4527 2020-07-03 04:22:29,076 - mmaction - INFO - Epoch [90][460/627] lr: 4.382e-02, eta: 1 day, 5:50:23, time: 0.896, data_time: 0.014, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5354, loss_cls: 3.3213, loss: 3.3213 2020-07-03 04:22:47,079 - mmaction - INFO - Epoch [90][480/627] lr: 4.382e-02, eta: 1 day, 5:49:57, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.2937, top5_acc: 0.4875, loss_cls: 3.4385, loss: 3.4385 2020-07-03 04:23:05,054 - mmaction - INFO - Epoch [90][500/627] lr: 4.382e-02, eta: 1 day, 5:49:31, time: 0.902, data_time: 0.014, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5167, loss_cls: 3.3776, loss: 3.3776 2020-07-03 04:23:22,759 - mmaction - INFO - Epoch [90][520/627] lr: 4.382e-02, eta: 1 day, 5:49:04, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5625, loss_cls: 3.1397, loss: 3.1397 2020-07-03 04:23:40,489 - mmaction - INFO - Epoch [90][540/627] lr: 4.382e-02, eta: 1 day, 5:48:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5458, loss_cls: 3.2126, loss: 3.2126 2020-07-03 04:23:58,197 - mmaction - INFO - Epoch [90][560/627] lr: 4.382e-02, eta: 1 day, 5:48:11, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5333, loss_cls: 3.3185, loss: 3.3185 2020-07-03 04:24:15,905 - mmaction - INFO - Epoch [90][580/627] lr: 4.382e-02, eta: 1 day, 5:47:45, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5208, loss_cls: 3.3597, loss: 3.3597 2020-07-03 04:24:33,891 - mmaction - INFO - Epoch [90][600/627] lr: 4.382e-02, eta: 1 day, 5:47:19, time: 0.894, data_time: 0.013, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5583, loss_cls: 3.2786, loss: 3.2786 2020-07-03 04:24:51,759 - mmaction - INFO - Epoch [90][620/627] lr: 4.382e-02, eta: 1 day, 5:46:53, time: 0.898, data_time: 0.016, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.3128, loss: 3.3128 2020-07-03 04:27:12,694 - mmaction - INFO - Epoch [91][20/627] lr: 4.349e-02, eta: 1 day, 5:49:56, time: 6.597, data_time: 5.654, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5583, loss_cls: 3.1553, loss: 3.1553 2020-07-03 04:27:30,323 - mmaction - INFO - Epoch [91][40/627] lr: 4.349e-02, eta: 1 day, 5:49:29, time: 0.882, data_time: 0.005, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5292, loss_cls: 3.3035, loss: 3.3035 2020-07-03 04:27:47,914 - mmaction - INFO - Epoch [91][60/627] lr: 4.349e-02, eta: 1 day, 5:49:02, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5333, loss_cls: 3.2351, loss: 3.2351 2020-07-03 04:28:05,580 - mmaction - INFO - Epoch [91][80/627] lr: 4.349e-02, eta: 1 day, 5:48:36, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5271, loss_cls: 3.2591, loss: 3.2591 2020-07-03 04:28:23,290 - mmaction - INFO - Epoch [91][100/627] lr: 4.349e-02, eta: 1 day, 5:48:09, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.2492, loss: 3.2492 2020-07-03 04:28:40,979 - mmaction - INFO - Epoch [91][120/627] lr: 4.349e-02, eta: 1 day, 5:47:43, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4979, loss_cls: 3.4651, loss: 3.4651 2020-07-03 04:28:58,698 - mmaction - INFO - Epoch [91][140/627] lr: 4.349e-02, eta: 1 day, 5:47:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5187, loss_cls: 3.2451, loss: 3.2451 2020-07-03 04:29:16,383 - mmaction - INFO - Epoch [91][160/627] lr: 4.349e-02, eta: 1 day, 5:46:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5792, loss_cls: 3.1336, loss: 3.1336 2020-07-03 04:29:34,102 - mmaction - INFO - Epoch [91][180/627] lr: 4.349e-02, eta: 1 day, 5:46:23, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5396, loss_cls: 3.1143, loss: 3.1143 2020-07-03 04:29:51,897 - mmaction - INFO - Epoch [91][200/627] lr: 4.349e-02, eta: 1 day, 5:45:57, time: 0.889, data_time: 0.007, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5625, loss_cls: 3.1196, loss: 3.1196 2020-07-03 04:30:10,161 - mmaction - INFO - Epoch [91][220/627] lr: 4.349e-02, eta: 1 day, 5:45:31, time: 0.914, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5250, loss_cls: 3.3320, loss: 3.3320 2020-07-03 04:30:27,867 - mmaction - INFO - Epoch [91][240/627] lr: 4.349e-02, eta: 1 day, 5:45:05, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5313, loss_cls: 3.2379, loss: 3.2379 2020-07-03 04:30:45,576 - mmaction - INFO - Epoch [91][260/627] lr: 4.349e-02, eta: 1 day, 5:44:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5271, loss_cls: 3.2963, loss: 3.2963 2020-07-03 04:31:03,350 - mmaction - INFO - Epoch [91][280/627] lr: 4.349e-02, eta: 1 day, 5:44:12, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5708, loss_cls: 3.1984, loss: 3.1984 2020-07-03 04:31:21,048 - mmaction - INFO - Epoch [91][300/627] lr: 4.349e-02, eta: 1 day, 5:43:45, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5479, loss_cls: 3.3070, loss: 3.3070 2020-07-03 04:31:38,795 - mmaction - INFO - Epoch [91][320/627] lr: 4.349e-02, eta: 1 day, 5:43:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5542, loss_cls: 3.2134, loss: 3.2134 2020-07-03 04:31:56,559 - mmaction - INFO - Epoch [91][340/627] lr: 4.349e-02, eta: 1 day, 5:42:53, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.4166, loss: 3.4166 2020-07-03 04:32:14,313 - mmaction - INFO - Epoch [91][360/627] lr: 4.349e-02, eta: 1 day, 5:42:26, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.4708, loss_cls: 3.4612, loss: 3.4612 2020-07-03 04:32:31,994 - mmaction - INFO - Epoch [91][380/627] lr: 4.349e-02, eta: 1 day, 5:42:00, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5104, loss_cls: 3.3083, loss: 3.3083 2020-07-03 04:32:49,772 - mmaction - INFO - Epoch [91][400/627] lr: 4.349e-02, eta: 1 day, 5:41:33, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5313, loss_cls: 3.3500, loss: 3.3500 2020-07-03 04:33:07,512 - mmaction - INFO - Epoch [91][420/627] lr: 4.349e-02, eta: 1 day, 5:41:07, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5333, loss_cls: 3.3483, loss: 3.3483 2020-07-03 04:33:25,275 - mmaction - INFO - Epoch [91][440/627] lr: 4.349e-02, eta: 1 day, 5:40:41, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5521, loss_cls: 3.1972, loss: 3.1972 2020-07-03 04:33:43,005 - mmaction - INFO - Epoch [91][460/627] lr: 4.349e-02, eta: 1 day, 5:40:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5229, loss_cls: 3.3623, loss: 3.3623 2020-07-03 04:34:00,746 - mmaction - INFO - Epoch [91][480/627] lr: 4.349e-02, eta: 1 day, 5:39:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5208, loss_cls: 3.2741, loss: 3.2741 2020-07-03 04:34:18,496 - mmaction - INFO - Epoch [91][500/627] lr: 4.349e-02, eta: 1 day, 5:39:22, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5083, loss_cls: 3.4344, loss: 3.4344 2020-07-03 04:34:36,250 - mmaction - INFO - Epoch [91][520/627] lr: 4.349e-02, eta: 1 day, 5:38:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5146, loss_cls: 3.3711, loss: 3.3711 2020-07-03 04:34:53,999 - mmaction - INFO - Epoch [91][540/627] lr: 4.349e-02, eta: 1 day, 5:38:29, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2688, top5_acc: 0.4625, loss_cls: 3.6461, loss: 3.6461 2020-07-03 04:35:11,712 - mmaction - INFO - Epoch [91][560/627] lr: 4.349e-02, eta: 1 day, 5:38:03, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5458, loss_cls: 3.1379, loss: 3.1379 2020-07-03 04:35:29,426 - mmaction - INFO - Epoch [91][580/627] lr: 4.349e-02, eta: 1 day, 5:37:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5187, loss_cls: 3.2622, loss: 3.2622 2020-07-03 04:35:47,156 - mmaction - INFO - Epoch [91][600/627] lr: 4.349e-02, eta: 1 day, 5:37:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5104, loss_cls: 3.3417, loss: 3.3417 2020-07-03 04:36:04,842 - mmaction - INFO - Epoch [91][620/627] lr: 4.349e-02, eta: 1 day, 5:36:43, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5229, loss_cls: 3.3663, loss: 3.3663 2020-07-03 04:38:07,985 - mmaction - INFO - Epoch [92][20/627] lr: 4.316e-02, eta: 1 day, 5:39:08, time: 5.719, data_time: 4.694, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5208, loss_cls: 3.3931, loss: 3.3931 2020-07-03 04:38:25,583 - mmaction - INFO - Epoch [92][40/627] lr: 4.316e-02, eta: 1 day, 5:38:41, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5458, loss_cls: 3.1627, loss: 3.1627 2020-07-03 04:38:43,235 - mmaction - INFO - Epoch [92][60/627] lr: 4.316e-02, eta: 1 day, 5:38:14, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5771, loss_cls: 3.1060, loss: 3.1060 2020-07-03 04:39:00,855 - mmaction - INFO - Epoch [92][80/627] lr: 4.316e-02, eta: 1 day, 5:37:48, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5208, loss_cls: 3.3565, loss: 3.3565 2020-07-03 04:39:18,545 - mmaction - INFO - Epoch [92][100/627] lr: 4.316e-02, eta: 1 day, 5:37:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5104, loss_cls: 3.2773, loss: 3.2773 2020-07-03 04:39:36,239 - mmaction - INFO - Epoch [92][120/627] lr: 4.316e-02, eta: 1 day, 5:36:55, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5271, loss_cls: 3.3820, loss: 3.3820 2020-07-03 04:39:53,971 - mmaction - INFO - Epoch [92][140/627] lr: 4.316e-02, eta: 1 day, 5:36:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5667, loss_cls: 3.1218, loss: 3.1218 2020-07-03 04:40:12,119 - mmaction - INFO - Epoch [92][160/627] lr: 4.316e-02, eta: 1 day, 5:36:03, time: 0.906, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5458, loss_cls: 3.2085, loss: 3.2085 2020-07-03 04:40:29,851 - mmaction - INFO - Epoch [92][180/627] lr: 4.316e-02, eta: 1 day, 5:35:36, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5333, loss_cls: 3.3052, loss: 3.3052 2020-07-03 04:40:47,572 - mmaction - INFO - Epoch [92][200/627] lr: 4.316e-02, eta: 1 day, 5:35:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5687, loss_cls: 3.1733, loss: 3.1733 2020-07-03 04:41:05,318 - mmaction - INFO - Epoch [92][220/627] lr: 4.316e-02, eta: 1 day, 5:34:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5458, loss_cls: 3.1704, loss: 3.1704 2020-07-03 04:41:23,077 - mmaction - INFO - Epoch [92][240/627] lr: 4.316e-02, eta: 1 day, 5:34:17, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5438, loss_cls: 3.2797, loss: 3.2797 2020-07-03 04:41:40,758 - mmaction - INFO - Epoch [92][260/627] lr: 4.316e-02, eta: 1 day, 5:33:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5500, loss_cls: 3.2312, loss: 3.2312 2020-07-03 04:41:58,439 - mmaction - INFO - Epoch [92][280/627] lr: 4.316e-02, eta: 1 day, 5:33:25, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5271, loss_cls: 3.2943, loss: 3.2943 2020-07-03 04:42:16,164 - mmaction - INFO - Epoch [92][300/627] lr: 4.316e-02, eta: 1 day, 5:32:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5667, loss_cls: 3.0761, loss: 3.0761 2020-07-03 04:42:33,921 - mmaction - INFO - Epoch [92][320/627] lr: 4.316e-02, eta: 1 day, 5:32:32, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5563, loss_cls: 3.1771, loss: 3.1771 2020-07-03 04:42:51,660 - mmaction - INFO - Epoch [92][340/627] lr: 4.316e-02, eta: 1 day, 5:32:06, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5354, loss_cls: 3.2798, loss: 3.2798 2020-07-03 04:43:09,339 - mmaction - INFO - Epoch [92][360/627] lr: 4.316e-02, eta: 1 day, 5:31:39, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5396, loss_cls: 3.2233, loss: 3.2233 2020-07-03 04:43:27,140 - mmaction - INFO - Epoch [92][380/627] lr: 4.316e-02, eta: 1 day, 5:31:13, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5521, loss_cls: 3.1543, loss: 3.1543 2020-07-03 04:43:44,849 - mmaction - INFO - Epoch [92][400/627] lr: 4.316e-02, eta: 1 day, 5:30:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5583, loss_cls: 3.2154, loss: 3.2154 2020-07-03 04:44:02,592 - mmaction - INFO - Epoch [92][420/627] lr: 4.316e-02, eta: 1 day, 5:30:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2708, top5_acc: 0.4833, loss_cls: 3.4820, loss: 3.4820 2020-07-03 04:44:20,314 - mmaction - INFO - Epoch [92][440/627] lr: 4.316e-02, eta: 1 day, 5:29:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5042, loss_cls: 3.4456, loss: 3.4456 2020-07-03 04:44:38,099 - mmaction - INFO - Epoch [92][460/627] lr: 4.316e-02, eta: 1 day, 5:29:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5083, loss_cls: 3.2936, loss: 3.2936 2020-07-03 04:44:55,816 - mmaction - INFO - Epoch [92][480/627] lr: 4.316e-02, eta: 1 day, 5:29:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5583, loss_cls: 3.1070, loss: 3.1070 2020-07-03 04:45:13,574 - mmaction - INFO - Epoch [92][500/627] lr: 4.316e-02, eta: 1 day, 5:28:35, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5250, loss_cls: 3.3565, loss: 3.3565 2020-07-03 04:45:31,341 - mmaction - INFO - Epoch [92][520/627] lr: 4.316e-02, eta: 1 day, 5:28:09, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5542, loss_cls: 3.2393, loss: 3.2393 2020-07-03 04:45:49,094 - mmaction - INFO - Epoch [92][540/627] lr: 4.316e-02, eta: 1 day, 5:27:43, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5437, loss_cls: 3.3249, loss: 3.3249 2020-07-03 04:46:06,885 - mmaction - INFO - Epoch [92][560/627] lr: 4.316e-02, eta: 1 day, 5:27:17, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5250, loss_cls: 3.3718, loss: 3.3718 2020-07-03 04:46:24,590 - mmaction - INFO - Epoch [92][580/627] lr: 4.316e-02, eta: 1 day, 5:26:51, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5313, loss_cls: 3.2400, loss: 3.2400 2020-07-03 04:46:42,364 - mmaction - INFO - Epoch [92][600/627] lr: 4.316e-02, eta: 1 day, 5:26:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5771, loss_cls: 3.1588, loss: 3.1588 2020-07-03 04:47:00,142 - mmaction - INFO - Epoch [92][620/627] lr: 4.316e-02, eta: 1 day, 5:25:58, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2500, top5_acc: 0.5208, loss_cls: 3.4719, loss: 3.4719 2020-07-03 04:48:50,305 - mmaction - INFO - Epoch [93][20/627] lr: 4.283e-02, eta: 1 day, 5:27:58, time: 5.162, data_time: 3.969, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5333, loss_cls: 3.2966, loss: 3.2966 2020-07-03 04:49:07,899 - mmaction - INFO - Epoch [93][40/627] lr: 4.283e-02, eta: 1 day, 5:27:31, time: 0.879, data_time: 0.004, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5563, loss_cls: 3.1526, loss: 3.1526 2020-07-03 04:49:25,548 - mmaction - INFO - Epoch [93][60/627] lr: 4.283e-02, eta: 1 day, 5:27:05, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5375, loss_cls: 3.2417, loss: 3.2417 2020-07-03 04:49:43,240 - mmaction - INFO - Epoch [93][80/627] lr: 4.283e-02, eta: 1 day, 5:26:38, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5312, loss_cls: 3.2704, loss: 3.2704 2020-07-03 04:50:00,922 - mmaction - INFO - Epoch [93][100/627] lr: 4.283e-02, eta: 1 day, 5:26:12, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.4917, loss_cls: 3.4014, loss: 3.4014 2020-07-03 04:50:19,024 - mmaction - INFO - Epoch [93][120/627] lr: 4.283e-02, eta: 1 day, 5:25:46, time: 0.904, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5562, loss_cls: 3.2767, loss: 3.2767 2020-07-03 04:50:36,737 - mmaction - INFO - Epoch [93][140/627] lr: 4.283e-02, eta: 1 day, 5:25:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5292, loss_cls: 3.2010, loss: 3.2010 2020-07-03 04:50:54,409 - mmaction - INFO - Epoch [93][160/627] lr: 4.283e-02, eta: 1 day, 5:24:54, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5396, loss_cls: 3.2944, loss: 3.2944 2020-07-03 04:51:12,109 - mmaction - INFO - Epoch [93][180/627] lr: 4.283e-02, eta: 1 day, 5:24:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5458, loss_cls: 3.1734, loss: 3.1734 2020-07-03 04:51:29,815 - mmaction - INFO - Epoch [93][200/627] lr: 4.283e-02, eta: 1 day, 5:24:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5563, loss_cls: 3.1813, loss: 3.1813 2020-07-03 04:51:47,496 - mmaction - INFO - Epoch [93][220/627] lr: 4.283e-02, eta: 1 day, 5:23:35, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5188, loss_cls: 3.3008, loss: 3.3008 2020-07-03 04:52:05,201 - mmaction - INFO - Epoch [93][240/627] lr: 4.283e-02, eta: 1 day, 5:23:08, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.2018, loss: 3.2018 2020-07-03 04:52:22,867 - mmaction - INFO - Epoch [93][260/627] lr: 4.283e-02, eta: 1 day, 5:22:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2646, top5_acc: 0.5104, loss_cls: 3.3793, loss: 3.3793 2020-07-03 04:52:40,574 - mmaction - INFO - Epoch [93][280/627] lr: 4.283e-02, eta: 1 day, 5:22:16, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.4938, loss_cls: 3.3424, loss: 3.3424 2020-07-03 04:52:58,332 - mmaction - INFO - Epoch [93][300/627] lr: 4.283e-02, eta: 1 day, 5:21:50, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5229, loss_cls: 3.2430, loss: 3.2430 2020-07-03 04:53:16,036 - mmaction - INFO - Epoch [93][320/627] lr: 4.283e-02, eta: 1 day, 5:21:23, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5375, loss_cls: 3.1979, loss: 3.1979 2020-07-03 04:53:33,757 - mmaction - INFO - Epoch [93][340/627] lr: 4.283e-02, eta: 1 day, 5:20:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5625, loss_cls: 3.1261, loss: 3.1261 2020-07-03 04:53:51,523 - mmaction - INFO - Epoch [93][360/627] lr: 4.283e-02, eta: 1 day, 5:20:31, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5250, loss_cls: 3.3750, loss: 3.3750 2020-07-03 04:54:09,248 - mmaction - INFO - Epoch [93][380/627] lr: 4.283e-02, eta: 1 day, 5:20:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5167, loss_cls: 3.2611, loss: 3.2611 2020-07-03 04:54:27,042 - mmaction - INFO - Epoch [93][400/627] lr: 4.283e-02, eta: 1 day, 5:19:39, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5583, loss_cls: 3.1105, loss: 3.1105 2020-07-03 04:54:44,765 - mmaction - INFO - Epoch [93][420/627] lr: 4.283e-02, eta: 1 day, 5:19:13, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5063, loss_cls: 3.2648, loss: 3.2648 2020-07-03 04:55:02,568 - mmaction - INFO - Epoch [93][440/627] lr: 4.283e-02, eta: 1 day, 5:18:47, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5104, loss_cls: 3.3603, loss: 3.3603 2020-07-03 04:55:20,244 - mmaction - INFO - Epoch [93][460/627] lr: 4.283e-02, eta: 1 day, 5:18:20, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5312, loss_cls: 3.3129, loss: 3.3129 2020-07-03 04:55:37,981 - mmaction - INFO - Epoch [93][480/627] lr: 4.283e-02, eta: 1 day, 5:17:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5042, loss_cls: 3.3655, loss: 3.3655 2020-07-03 04:55:55,703 - mmaction - INFO - Epoch [93][500/627] lr: 4.283e-02, eta: 1 day, 5:17:28, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5208, loss_cls: 3.3762, loss: 3.3762 2020-07-03 04:56:13,476 - mmaction - INFO - Epoch [93][520/627] lr: 4.283e-02, eta: 1 day, 5:17:02, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5521, loss_cls: 3.1920, loss: 3.1920 2020-07-03 04:56:31,172 - mmaction - INFO - Epoch [93][540/627] lr: 4.283e-02, eta: 1 day, 5:16:36, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.4979, loss_cls: 3.2751, loss: 3.2751 2020-07-03 04:56:48,893 - mmaction - INFO - Epoch [93][560/627] lr: 4.283e-02, eta: 1 day, 5:16:10, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5333, loss_cls: 3.2901, loss: 3.2901 2020-07-03 04:57:06,647 - mmaction - INFO - Epoch [93][580/627] lr: 4.283e-02, eta: 1 day, 5:15:43, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5063, loss_cls: 3.2975, loss: 3.2975 2020-07-03 04:57:24,340 - mmaction - INFO - Epoch [93][600/627] lr: 4.283e-02, eta: 1 day, 5:15:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5521, loss_cls: 3.2135, loss: 3.2135 2020-07-03 04:57:42,064 - mmaction - INFO - Epoch [93][620/627] lr: 4.283e-02, eta: 1 day, 5:14:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5479, loss_cls: 3.1868, loss: 3.1868 2020-07-03 04:59:43,690 - mmaction - INFO - Epoch [94][20/627] lr: 4.249e-02, eta: 1 day, 5:17:10, time: 5.731, data_time: 4.287, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.1951, loss: 3.1951 2020-07-03 05:00:01,322 - mmaction - INFO - Epoch [94][40/627] lr: 4.249e-02, eta: 1 day, 5:16:43, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5583, loss_cls: 3.1361, loss: 3.1361 2020-07-03 05:00:24,365 - mmaction - INFO - Epoch [94][60/627] lr: 4.249e-02, eta: 1 day, 5:16:27, time: 1.147, data_time: 0.005, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5729, loss_cls: 3.1144, loss: 3.1144 2020-07-03 05:00:42,081 - mmaction - INFO - Epoch [94][80/627] lr: 4.249e-02, eta: 1 day, 5:16:01, time: 0.891, data_time: 0.012, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5271, loss_cls: 3.2878, loss: 3.2878 2020-07-03 05:00:59,780 - mmaction - INFO - Epoch [94][100/627] lr: 4.249e-02, eta: 1 day, 5:15:35, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.6021, loss_cls: 3.0348, loss: 3.0348 2020-07-03 05:01:17,403 - mmaction - INFO - Epoch [94][120/627] lr: 4.249e-02, eta: 1 day, 5:15:08, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5562, loss_cls: 3.2698, loss: 3.2698 2020-07-03 05:01:35,073 - mmaction - INFO - Epoch [94][140/627] lr: 4.249e-02, eta: 1 day, 5:14:42, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5375, loss_cls: 3.2198, loss: 3.2198 2020-07-03 05:01:52,784 - mmaction - INFO - Epoch [94][160/627] lr: 4.249e-02, eta: 1 day, 5:14:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5104, loss_cls: 3.3297, loss: 3.3297 2020-07-03 05:02:10,477 - mmaction - INFO - Epoch [94][180/627] lr: 4.249e-02, eta: 1 day, 5:13:50, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5625, loss_cls: 3.0909, loss: 3.0909 2020-07-03 05:02:28,211 - mmaction - INFO - Epoch [94][200/627] lr: 4.249e-02, eta: 1 day, 5:13:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5104, loss_cls: 3.3107, loss: 3.3107 2020-07-03 05:02:45,942 - mmaction - INFO - Epoch [94][220/627] lr: 4.249e-02, eta: 1 day, 5:12:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5500, loss_cls: 3.1796, loss: 3.1796 2020-07-03 05:03:03,658 - mmaction - INFO - Epoch [94][240/627] lr: 4.249e-02, eta: 1 day, 5:12:31, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5750, loss_cls: 3.0785, loss: 3.0785 2020-07-03 05:03:21,405 - mmaction - INFO - Epoch [94][260/627] lr: 4.249e-02, eta: 1 day, 5:12:05, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5208, loss_cls: 3.3281, loss: 3.3281 2020-07-03 05:03:39,092 - mmaction - INFO - Epoch [94][280/627] lr: 4.249e-02, eta: 1 day, 5:11:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5417, loss_cls: 3.2965, loss: 3.2965 2020-07-03 05:03:56,878 - mmaction - INFO - Epoch [94][300/627] lr: 4.249e-02, eta: 1 day, 5:11:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5396, loss_cls: 3.2818, loss: 3.2818 2020-07-03 05:04:14,582 - mmaction - INFO - Epoch [94][320/627] lr: 4.249e-02, eta: 1 day, 5:10:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5396, loss_cls: 3.3160, loss: 3.3160 2020-07-03 05:04:32,298 - mmaction - INFO - Epoch [94][340/627] lr: 4.249e-02, eta: 1 day, 5:10:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2771, top5_acc: 0.5208, loss_cls: 3.4067, loss: 3.4067 2020-07-03 05:04:50,042 - mmaction - INFO - Epoch [94][360/627] lr: 4.249e-02, eta: 1 day, 5:09:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5604, loss_cls: 3.2184, loss: 3.2184 2020-07-03 05:05:07,798 - mmaction - INFO - Epoch [94][380/627] lr: 4.249e-02, eta: 1 day, 5:09:28, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5333, loss_cls: 3.3036, loss: 3.3036 2020-07-03 05:05:25,480 - mmaction - INFO - Epoch [94][400/627] lr: 4.249e-02, eta: 1 day, 5:09:02, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5021, loss_cls: 3.4488, loss: 3.4488 2020-07-03 05:05:43,197 - mmaction - INFO - Epoch [94][420/627] lr: 4.249e-02, eta: 1 day, 5:08:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5521, loss_cls: 3.2375, loss: 3.2375 2020-07-03 05:06:00,986 - mmaction - INFO - Epoch [94][440/627] lr: 4.249e-02, eta: 1 day, 5:08:10, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5313, loss_cls: 3.3099, loss: 3.3099 2020-07-03 05:06:18,646 - mmaction - INFO - Epoch [94][460/627] lr: 4.249e-02, eta: 1 day, 5:07:44, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5208, loss_cls: 3.3854, loss: 3.3854 2020-07-03 05:06:36,432 - mmaction - INFO - Epoch [94][480/627] lr: 4.249e-02, eta: 1 day, 5:07:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5396, loss_cls: 3.3098, loss: 3.3098 2020-07-03 05:06:54,152 - mmaction - INFO - Epoch [94][500/627] lr: 4.249e-02, eta: 1 day, 5:06:52, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5354, loss_cls: 3.2126, loss: 3.2126 2020-07-03 05:07:11,912 - mmaction - INFO - Epoch [94][520/627] lr: 4.249e-02, eta: 1 day, 5:06:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5167, loss_cls: 3.2460, loss: 3.2460 2020-07-03 05:07:29,692 - mmaction - INFO - Epoch [94][540/627] lr: 4.249e-02, eta: 1 day, 5:06:00, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5375, loss_cls: 3.2573, loss: 3.2573 2020-07-03 05:07:47,373 - mmaction - INFO - Epoch [94][560/627] lr: 4.249e-02, eta: 1 day, 5:05:34, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5104, loss_cls: 3.4030, loss: 3.4030 2020-07-03 05:08:05,100 - mmaction - INFO - Epoch [94][580/627] lr: 4.249e-02, eta: 1 day, 5:05:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5479, loss_cls: 3.2507, loss: 3.2507 2020-07-03 05:08:22,819 - mmaction - INFO - Epoch [94][600/627] lr: 4.249e-02, eta: 1 day, 5:04:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5396, loss_cls: 3.2606, loss: 3.2606 2020-07-03 05:08:40,581 - mmaction - INFO - Epoch [94][620/627] lr: 4.249e-02, eta: 1 day, 5:04:16, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5521, loss_cls: 3.1752, loss: 3.1752 2020-07-03 05:10:47,805 - mmaction - INFO - Epoch [95][20/627] lr: 4.216e-02, eta: 1 day, 5:06:33, time: 5.761, data_time: 4.855, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5583, loss_cls: 3.2076, loss: 3.2076 2020-07-03 05:11:05,384 - mmaction - INFO - Epoch [95][40/627] lr: 4.216e-02, eta: 1 day, 5:06:06, time: 0.878, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5458, loss_cls: 3.1439, loss: 3.1439 2020-07-03 05:11:23,066 - mmaction - INFO - Epoch [95][60/627] lr: 4.216e-02, eta: 1 day, 5:05:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5188, loss_cls: 3.2539, loss: 3.2539 2020-07-03 05:11:40,732 - mmaction - INFO - Epoch [95][80/627] lr: 4.216e-02, eta: 1 day, 5:05:14, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5771, loss_cls: 3.0789, loss: 3.0789 2020-07-03 05:11:58,408 - mmaction - INFO - Epoch [95][100/627] lr: 4.216e-02, eta: 1 day, 5:04:48, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5417, loss_cls: 3.2336, loss: 3.2336 2020-07-03 05:12:16,111 - mmaction - INFO - Epoch [95][120/627] lr: 4.216e-02, eta: 1 day, 5:04:21, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5063, loss_cls: 3.3071, loss: 3.3071 2020-07-03 05:12:33,852 - mmaction - INFO - Epoch [95][140/627] lr: 4.216e-02, eta: 1 day, 5:03:55, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5333, loss_cls: 3.3195, loss: 3.3195 2020-07-03 05:12:51,574 - mmaction - INFO - Epoch [95][160/627] lr: 4.216e-02, eta: 1 day, 5:03:29, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5042, loss_cls: 3.3980, loss: 3.3980 2020-07-03 05:13:09,269 - mmaction - INFO - Epoch [95][180/627] lr: 4.216e-02, eta: 1 day, 5:03:03, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5333, loss_cls: 3.3000, loss: 3.3000 2020-07-03 05:13:27,000 - mmaction - INFO - Epoch [95][200/627] lr: 4.216e-02, eta: 1 day, 5:02:37, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2708, top5_acc: 0.5125, loss_cls: 3.4039, loss: 3.4039 2020-07-03 05:13:44,693 - mmaction - INFO - Epoch [95][220/627] lr: 4.216e-02, eta: 1 day, 5:02:11, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5187, loss_cls: 3.2648, loss: 3.2648 2020-07-03 05:14:02,451 - mmaction - INFO - Epoch [95][240/627] lr: 4.216e-02, eta: 1 day, 5:01:45, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5438, loss_cls: 3.1081, loss: 3.1081 2020-07-03 05:14:20,229 - mmaction - INFO - Epoch [95][260/627] lr: 4.216e-02, eta: 1 day, 5:01:19, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5333, loss_cls: 3.2498, loss: 3.2498 2020-07-03 05:14:37,948 - mmaction - INFO - Epoch [95][280/627] lr: 4.216e-02, eta: 1 day, 5:00:53, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5417, loss_cls: 3.1864, loss: 3.1864 2020-07-03 05:14:55,693 - mmaction - INFO - Epoch [95][300/627] lr: 4.216e-02, eta: 1 day, 5:00:27, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5271, loss_cls: 3.3564, loss: 3.3564 2020-07-03 05:15:16,228 - mmaction - INFO - Epoch [95][320/627] lr: 4.216e-02, eta: 1 day, 5:00:06, time: 1.023, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5312, loss_cls: 3.3600, loss: 3.3600 2020-07-03 05:15:34,074 - mmaction - INFO - Epoch [95][340/627] lr: 4.216e-02, eta: 1 day, 4:59:40, time: 0.895, data_time: 0.004, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5604, loss_cls: 3.1588, loss: 3.1588 2020-07-03 05:15:51,841 - mmaction - INFO - Epoch [95][360/627] lr: 4.216e-02, eta: 1 day, 4:59:14, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5667, loss_cls: 3.2481, loss: 3.2481 2020-07-03 05:16:09,548 - mmaction - INFO - Epoch [95][380/627] lr: 4.216e-02, eta: 1 day, 4:58:48, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5604, loss_cls: 3.1416, loss: 3.1416 2020-07-03 05:16:27,293 - mmaction - INFO - Epoch [95][400/627] lr: 4.216e-02, eta: 1 day, 4:58:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5146, loss_cls: 3.3766, loss: 3.3766 2020-07-03 05:16:45,071 - mmaction - INFO - Epoch [95][420/627] lr: 4.216e-02, eta: 1 day, 4:57:56, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5396, loss_cls: 3.2526, loss: 3.2526 2020-07-03 05:17:02,824 - mmaction - INFO - Epoch [95][440/627] lr: 4.216e-02, eta: 1 day, 4:57:31, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5750, loss_cls: 3.1578, loss: 3.1578 2020-07-03 05:17:20,545 - mmaction - INFO - Epoch [95][460/627] lr: 4.216e-02, eta: 1 day, 4:57:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5646, loss_cls: 3.1055, loss: 3.1055 2020-07-03 05:17:38,257 - mmaction - INFO - Epoch [95][480/627] lr: 4.216e-02, eta: 1 day, 4:56:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5542, loss_cls: 3.2115, loss: 3.2115 2020-07-03 05:17:55,965 - mmaction - INFO - Epoch [95][500/627] lr: 4.216e-02, eta: 1 day, 4:56:12, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.4937, loss_cls: 3.3991, loss: 3.3991 2020-07-03 05:18:13,710 - mmaction - INFO - Epoch [95][520/627] lr: 4.216e-02, eta: 1 day, 4:55:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5104, loss_cls: 3.3686, loss: 3.3686 2020-07-03 05:18:31,450 - mmaction - INFO - Epoch [95][540/627] lr: 4.216e-02, eta: 1 day, 4:55:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5271, loss_cls: 3.3294, loss: 3.3294 2020-07-03 05:18:49,214 - mmaction - INFO - Epoch [95][560/627] lr: 4.216e-02, eta: 1 day, 4:54:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5417, loss_cls: 3.2976, loss: 3.2976 2020-07-03 05:19:06,937 - mmaction - INFO - Epoch [95][580/627] lr: 4.216e-02, eta: 1 day, 4:54:29, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5438, loss_cls: 3.1441, loss: 3.1441 2020-07-03 05:19:24,641 - mmaction - INFO - Epoch [95][600/627] lr: 4.216e-02, eta: 1 day, 4:54:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5313, loss_cls: 3.2619, loss: 3.2619 2020-07-03 05:19:42,372 - mmaction - INFO - Epoch [95][620/627] lr: 4.216e-02, eta: 1 day, 4:53:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5625, loss_cls: 2.9957, loss: 2.9957 2020-07-03 05:21:33,282 - mmaction - INFO - Epoch [96][20/627] lr: 4.182e-02, eta: 1 day, 4:55:30, time: 5.198, data_time: 4.069, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5625, loss_cls: 3.1242, loss: 3.1242 2020-07-03 05:21:50,918 - mmaction - INFO - Epoch [96][40/627] lr: 4.182e-02, eta: 1 day, 4:55:04, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5438, loss_cls: 3.3137, loss: 3.3137 2020-07-03 05:22:08,515 - mmaction - INFO - Epoch [96][60/627] lr: 4.182e-02, eta: 1 day, 4:54:37, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5313, loss_cls: 3.3707, loss: 3.3707 2020-07-03 05:22:26,218 - mmaction - INFO - Epoch [96][80/627] lr: 4.182e-02, eta: 1 day, 4:54:11, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5313, loss_cls: 3.2454, loss: 3.2454 2020-07-03 05:22:43,824 - mmaction - INFO - Epoch [96][100/627] lr: 4.182e-02, eta: 1 day, 4:53:45, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5875, loss_cls: 3.0664, loss: 3.0664 2020-07-03 05:23:01,552 - mmaction - INFO - Epoch [96][120/627] lr: 4.182e-02, eta: 1 day, 4:53:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5312, loss_cls: 3.1920, loss: 3.1920 2020-07-03 05:23:19,228 - mmaction - INFO - Epoch [96][140/627] lr: 4.182e-02, eta: 1 day, 4:52:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5229, loss_cls: 3.3579, loss: 3.3579 2020-07-03 05:23:36,935 - mmaction - INFO - Epoch [96][160/627] lr: 4.182e-02, eta: 1 day, 4:52:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5646, loss_cls: 3.1626, loss: 3.1626 2020-07-03 05:23:54,607 - mmaction - INFO - Epoch [96][180/627] lr: 4.182e-02, eta: 1 day, 4:52:01, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5146, loss_cls: 3.3905, loss: 3.3905 2020-07-03 05:24:12,311 - mmaction - INFO - Epoch [96][200/627] lr: 4.182e-02, eta: 1 day, 4:51:35, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5521, loss_cls: 3.1846, loss: 3.1846 2020-07-03 05:24:30,005 - mmaction - INFO - Epoch [96][220/627] lr: 4.182e-02, eta: 1 day, 4:51:09, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5292, loss_cls: 3.3103, loss: 3.3103 2020-07-03 05:24:47,696 - mmaction - INFO - Epoch [96][240/627] lr: 4.182e-02, eta: 1 day, 4:50:43, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2813, loss: 3.2813 2020-07-03 05:25:08,454 - mmaction - INFO - Epoch [96][260/627] lr: 4.182e-02, eta: 1 day, 4:50:23, time: 1.037, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5542, loss_cls: 3.2000, loss: 3.2000 2020-07-03 05:25:26,124 - mmaction - INFO - Epoch [96][280/627] lr: 4.182e-02, eta: 1 day, 4:49:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5146, loss_cls: 3.3676, loss: 3.3676 2020-07-03 05:25:43,832 - mmaction - INFO - Epoch [96][300/627] lr: 4.182e-02, eta: 1 day, 4:49:31, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5708, loss_cls: 3.2166, loss: 3.2166 2020-07-03 05:26:01,600 - mmaction - INFO - Epoch [96][320/627] lr: 4.182e-02, eta: 1 day, 4:49:05, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5521, loss_cls: 3.2330, loss: 3.2330 2020-07-03 05:26:19,308 - mmaction - INFO - Epoch [96][340/627] lr: 4.182e-02, eta: 1 day, 4:48:39, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5417, loss_cls: 3.1745, loss: 3.1745 2020-07-03 05:26:36,981 - mmaction - INFO - Epoch [96][360/627] lr: 4.182e-02, eta: 1 day, 4:48:13, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5021, loss_cls: 3.4053, loss: 3.4053 2020-07-03 05:26:55,045 - mmaction - INFO - Epoch [96][380/627] lr: 4.182e-02, eta: 1 day, 4:47:47, time: 0.903, data_time: 0.014, memory: 8451, top1_acc: 0.2688, top5_acc: 0.5250, loss_cls: 3.4256, loss: 3.4256 2020-07-03 05:27:12,852 - mmaction - INFO - Epoch [96][400/627] lr: 4.182e-02, eta: 1 day, 4:47:22, time: 0.890, data_time: 0.010, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5521, loss_cls: 3.2134, loss: 3.2134 2020-07-03 05:27:30,796 - mmaction - INFO - Epoch [96][420/627] lr: 4.182e-02, eta: 1 day, 4:46:56, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5333, loss_cls: 3.2946, loss: 3.2946 2020-07-03 05:27:48,532 - mmaction - INFO - Epoch [96][440/627] lr: 4.182e-02, eta: 1 day, 4:46:30, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5479, loss_cls: 3.2888, loss: 3.2888 2020-07-03 05:28:06,299 - mmaction - INFO - Epoch [96][460/627] lr: 4.182e-02, eta: 1 day, 4:46:04, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5229, loss_cls: 3.3346, loss: 3.3346 2020-07-03 05:28:23,996 - mmaction - INFO - Epoch [96][480/627] lr: 4.182e-02, eta: 1 day, 4:45:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5125, loss_cls: 3.2607, loss: 3.2607 2020-07-03 05:28:41,717 - mmaction - INFO - Epoch [96][500/627] lr: 4.182e-02, eta: 1 day, 4:45:13, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5333, loss_cls: 3.4052, loss: 3.4052 2020-07-03 05:28:59,437 - mmaction - INFO - Epoch [96][520/627] lr: 4.182e-02, eta: 1 day, 4:44:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5333, loss_cls: 3.2818, loss: 3.2818 2020-07-03 05:29:17,226 - mmaction - INFO - Epoch [96][540/627] lr: 4.182e-02, eta: 1 day, 4:44:21, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5208, loss_cls: 3.2570, loss: 3.2570 2020-07-03 05:29:35,073 - mmaction - INFO - Epoch [96][560/627] lr: 4.182e-02, eta: 1 day, 4:43:55, time: 0.898, data_time: 0.016, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5708, loss_cls: 3.1792, loss: 3.1792 2020-07-03 05:29:53,119 - mmaction - INFO - Epoch [96][580/627] lr: 4.182e-02, eta: 1 day, 4:43:30, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5292, loss_cls: 3.1819, loss: 3.1819 2020-07-03 05:30:11,093 - mmaction - INFO - Epoch [96][600/627] lr: 4.182e-02, eta: 1 day, 4:43:05, time: 0.905, data_time: 0.017, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5417, loss_cls: 3.1736, loss: 3.1736 2020-07-03 05:30:28,789 - mmaction - INFO - Epoch [96][620/627] lr: 4.182e-02, eta: 1 day, 4:42:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5521, loss_cls: 3.3022, loss: 3.3022 2020-07-03 05:30:36,529 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-07-03 05:32:31,615 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 05:32:32,561 - mmaction - INFO - top1_acc 0.2832 top5_acc 0.5068 2020-07-03 05:32:32,562 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 05:32:32,631 - mmaction - INFO - mean_acc 0.2832 2020-07-03 05:32:32,638 - mmaction - INFO - Epoch [96][627/627] lr: 4.182e-02, top1_acc: 0.2832, top5_acc: 0.5068, mean_class_accuracy: 0.2832 2020-07-03 05:34:25,511 - mmaction - INFO - Epoch [97][20/627] lr: 4.148e-02, eta: 1 day, 4:44:46, time: 5.643, data_time: 4.411, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5542, loss_cls: 3.1856, loss: 3.1856 2020-07-03 05:34:43,095 - mmaction - INFO - Epoch [97][40/627] lr: 4.148e-02, eta: 1 day, 4:44:19, time: 0.878, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5229, loss_cls: 3.3572, loss: 3.3572 2020-07-03 05:35:00,721 - mmaction - INFO - Epoch [97][60/627] lr: 4.148e-02, eta: 1 day, 4:43:53, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5500, loss_cls: 3.2092, loss: 3.2092 2020-07-03 05:35:18,712 - mmaction - INFO - Epoch [97][80/627] lr: 4.148e-02, eta: 1 day, 4:43:28, time: 0.900, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5750, loss_cls: 3.1844, loss: 3.1844 2020-07-03 05:35:36,379 - mmaction - INFO - Epoch [97][100/627] lr: 4.148e-02, eta: 1 day, 4:43:02, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5521, loss_cls: 3.2224, loss: 3.2224 2020-07-03 05:35:54,051 - mmaction - INFO - Epoch [97][120/627] lr: 4.148e-02, eta: 1 day, 4:42:36, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5500, loss_cls: 3.1553, loss: 3.1553 2020-07-03 05:36:11,775 - mmaction - INFO - Epoch [97][140/627] lr: 4.148e-02, eta: 1 day, 4:42:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5354, loss_cls: 3.2708, loss: 3.2708 2020-07-03 05:36:29,531 - mmaction - INFO - Epoch [97][160/627] lr: 4.148e-02, eta: 1 day, 4:41:44, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.3647, loss: 3.3647 2020-07-03 05:36:47,224 - mmaction - INFO - Epoch [97][180/627] lr: 4.148e-02, eta: 1 day, 4:41:18, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5521, loss_cls: 3.2803, loss: 3.2803 2020-07-03 05:37:04,936 - mmaction - INFO - Epoch [97][200/627] lr: 4.148e-02, eta: 1 day, 4:40:52, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5646, loss_cls: 3.1213, loss: 3.1213 2020-07-03 05:37:22,613 - mmaction - INFO - Epoch [97][220/627] lr: 4.148e-02, eta: 1 day, 4:40:26, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5646, loss_cls: 3.1121, loss: 3.1121 2020-07-03 05:37:40,349 - mmaction - INFO - Epoch [97][240/627] lr: 4.148e-02, eta: 1 day, 4:40:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5375, loss_cls: 3.1483, loss: 3.1483 2020-07-03 05:37:58,095 - mmaction - INFO - Epoch [97][260/627] lr: 4.148e-02, eta: 1 day, 4:39:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5562, loss_cls: 3.1398, loss: 3.1398 2020-07-03 05:38:15,892 - mmaction - INFO - Epoch [97][280/627] lr: 4.148e-02, eta: 1 day, 4:39:09, time: 0.889, data_time: 0.008, memory: 8451, top1_acc: 0.2542, top5_acc: 0.4917, loss_cls: 3.5253, loss: 3.5253 2020-07-03 05:38:33,625 - mmaction - INFO - Epoch [97][300/627] lr: 4.148e-02, eta: 1 day, 4:38:43, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5458, loss_cls: 3.2908, loss: 3.2908 2020-07-03 05:38:51,329 - mmaction - INFO - Epoch [97][320/627] lr: 4.148e-02, eta: 1 day, 4:38:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5708, loss_cls: 3.0925, loss: 3.0925 2020-07-03 05:39:09,024 - mmaction - INFO - Epoch [97][340/627] lr: 4.148e-02, eta: 1 day, 4:37:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5021, loss_cls: 3.3912, loss: 3.3912 2020-07-03 05:39:26,765 - mmaction - INFO - Epoch [97][360/627] lr: 4.148e-02, eta: 1 day, 4:37:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5583, loss_cls: 3.2262, loss: 3.2262 2020-07-03 05:39:44,491 - mmaction - INFO - Epoch [97][380/627] lr: 4.148e-02, eta: 1 day, 4:37:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5500, loss_cls: 3.1549, loss: 3.1549 2020-07-03 05:40:02,193 - mmaction - INFO - Epoch [97][400/627] lr: 4.148e-02, eta: 1 day, 4:36:34, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5188, loss_cls: 3.3936, loss: 3.3936 2020-07-03 05:40:19,863 - mmaction - INFO - Epoch [97][420/627] lr: 4.148e-02, eta: 1 day, 4:36:08, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5667, loss_cls: 3.1676, loss: 3.1676 2020-07-03 05:40:37,585 - mmaction - INFO - Epoch [97][440/627] lr: 4.148e-02, eta: 1 day, 4:35:42, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5417, loss_cls: 3.2586, loss: 3.2586 2020-07-03 05:40:55,367 - mmaction - INFO - Epoch [97][460/627] lr: 4.148e-02, eta: 1 day, 4:35:16, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2750, top5_acc: 0.5000, loss_cls: 3.3974, loss: 3.3974 2020-07-03 05:41:13,092 - mmaction - INFO - Epoch [97][480/627] lr: 4.148e-02, eta: 1 day, 4:34:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5521, loss_cls: 3.1483, loss: 3.1483 2020-07-03 05:41:30,884 - mmaction - INFO - Epoch [97][500/627] lr: 4.148e-02, eta: 1 day, 4:34:25, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5042, loss_cls: 3.3023, loss: 3.3023 2020-07-03 05:41:48,603 - mmaction - INFO - Epoch [97][520/627] lr: 4.148e-02, eta: 1 day, 4:33:59, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1612, loss: 3.1612 2020-07-03 05:42:06,308 - mmaction - INFO - Epoch [97][540/627] lr: 4.148e-02, eta: 1 day, 4:33:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5292, loss_cls: 3.2184, loss: 3.2184 2020-07-03 05:42:24,009 - mmaction - INFO - Epoch [97][560/627] lr: 4.148e-02, eta: 1 day, 4:33:08, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5354, loss_cls: 3.1705, loss: 3.1705 2020-07-03 05:42:41,744 - mmaction - INFO - Epoch [97][580/627] lr: 4.148e-02, eta: 1 day, 4:32:42, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5188, loss_cls: 3.3229, loss: 3.3229 2020-07-03 05:42:59,526 - mmaction - INFO - Epoch [97][600/627] lr: 4.148e-02, eta: 1 day, 4:32:16, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5333, loss_cls: 3.2072, loss: 3.2072 2020-07-03 05:43:17,288 - mmaction - INFO - Epoch [97][620/627] lr: 4.148e-02, eta: 1 day, 4:31:51, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5125, loss_cls: 3.3237, loss: 3.3237 2020-07-03 05:45:09,120 - mmaction - INFO - Epoch [98][20/627] lr: 4.114e-02, eta: 1 day, 4:33:40, time: 5.238, data_time: 4.012, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5667, loss_cls: 3.0513, loss: 3.0513 2020-07-03 05:45:26,690 - mmaction - INFO - Epoch [98][40/627] lr: 4.114e-02, eta: 1 day, 4:33:14, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5562, loss_cls: 3.1866, loss: 3.1866 2020-07-03 05:45:44,328 - mmaction - INFO - Epoch [98][60/627] lr: 4.114e-02, eta: 1 day, 4:32:48, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5563, loss_cls: 3.1330, loss: 3.1330 2020-07-03 05:46:02,033 - mmaction - INFO - Epoch [98][80/627] lr: 4.114e-02, eta: 1 day, 4:32:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5417, loss_cls: 3.2583, loss: 3.2583 2020-07-03 05:46:19,652 - mmaction - INFO - Epoch [98][100/627] lr: 4.114e-02, eta: 1 day, 4:31:56, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5437, loss_cls: 3.2001, loss: 3.2001 2020-07-03 05:46:37,370 - mmaction - INFO - Epoch [98][120/627] lr: 4.114e-02, eta: 1 day, 4:31:30, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5479, loss_cls: 3.1738, loss: 3.1738 2020-07-03 05:46:55,059 - mmaction - INFO - Epoch [98][140/627] lr: 4.114e-02, eta: 1 day, 4:31:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5417, loss_cls: 3.3139, loss: 3.3139 2020-07-03 05:47:12,778 - mmaction - INFO - Epoch [98][160/627] lr: 4.114e-02, eta: 1 day, 4:30:39, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5667, loss_cls: 3.1821, loss: 3.1821 2020-07-03 05:47:30,524 - mmaction - INFO - Epoch [98][180/627] lr: 4.114e-02, eta: 1 day, 4:30:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5062, loss_cls: 3.2934, loss: 3.2934 2020-07-03 05:47:48,274 - mmaction - INFO - Epoch [98][200/627] lr: 4.114e-02, eta: 1 day, 4:29:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5458, loss_cls: 3.2250, loss: 3.2250 2020-07-03 05:48:05,984 - mmaction - INFO - Epoch [98][220/627] lr: 4.114e-02, eta: 1 day, 4:29:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5583, loss_cls: 3.2639, loss: 3.2639 2020-07-03 05:48:23,684 - mmaction - INFO - Epoch [98][240/627] lr: 4.114e-02, eta: 1 day, 4:28:56, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5667, loss_cls: 3.1372, loss: 3.1372 2020-07-03 05:48:41,443 - mmaction - INFO - Epoch [98][260/627] lr: 4.114e-02, eta: 1 day, 4:28:30, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5792, loss_cls: 2.9984, loss: 2.9984 2020-07-03 05:48:59,164 - mmaction - INFO - Epoch [98][280/627] lr: 4.114e-02, eta: 1 day, 4:28:04, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5354, loss_cls: 3.2199, loss: 3.2199 2020-07-03 05:49:16,891 - mmaction - INFO - Epoch [98][300/627] lr: 4.114e-02, eta: 1 day, 4:27:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5167, loss_cls: 3.3229, loss: 3.3229 2020-07-03 05:49:34,605 - mmaction - INFO - Epoch [98][320/627] lr: 4.114e-02, eta: 1 day, 4:27:13, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5854, loss_cls: 2.9916, loss: 2.9916 2020-07-03 05:49:52,278 - mmaction - INFO - Epoch [98][340/627] lr: 4.114e-02, eta: 1 day, 4:26:47, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5437, loss_cls: 3.1987, loss: 3.1987 2020-07-03 05:50:10,012 - mmaction - INFO - Epoch [98][360/627] lr: 4.114e-02, eta: 1 day, 4:26:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5271, loss_cls: 3.3240, loss: 3.3240 2020-07-03 05:50:27,735 - mmaction - INFO - Epoch [98][380/627] lr: 4.114e-02, eta: 1 day, 4:25:55, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5354, loss_cls: 3.2776, loss: 3.2776 2020-07-03 05:50:45,480 - mmaction - INFO - Epoch [98][400/627] lr: 4.114e-02, eta: 1 day, 4:25:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5562, loss_cls: 3.2613, loss: 3.2613 2020-07-03 05:51:03,212 - mmaction - INFO - Epoch [98][420/627] lr: 4.114e-02, eta: 1 day, 4:25:04, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5479, loss_cls: 3.2205, loss: 3.2205 2020-07-03 05:51:20,895 - mmaction - INFO - Epoch [98][440/627] lr: 4.114e-02, eta: 1 day, 4:24:38, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.4896, loss_cls: 3.3581, loss: 3.3581 2020-07-03 05:51:38,588 - mmaction - INFO - Epoch [98][460/627] lr: 4.114e-02, eta: 1 day, 4:24:13, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5375, loss_cls: 3.2256, loss: 3.2256 2020-07-03 05:51:56,294 - mmaction - INFO - Epoch [98][480/627] lr: 4.114e-02, eta: 1 day, 4:23:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5729, loss_cls: 3.0430, loss: 3.0430 2020-07-03 05:52:13,998 - mmaction - INFO - Epoch [98][500/627] lr: 4.114e-02, eta: 1 day, 4:23:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5333, loss_cls: 3.2766, loss: 3.2766 2020-07-03 05:52:31,744 - mmaction - INFO - Epoch [98][520/627] lr: 4.114e-02, eta: 1 day, 4:22:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5750, loss_cls: 3.1660, loss: 3.1660 2020-07-03 05:52:49,468 - mmaction - INFO - Epoch [98][540/627] lr: 4.114e-02, eta: 1 day, 4:22:30, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5438, loss_cls: 3.3026, loss: 3.3026 2020-07-03 05:53:07,139 - mmaction - INFO - Epoch [98][560/627] lr: 4.114e-02, eta: 1 day, 4:22:04, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5562, loss_cls: 3.1445, loss: 3.1445 2020-07-03 05:53:24,847 - mmaction - INFO - Epoch [98][580/627] lr: 4.114e-02, eta: 1 day, 4:21:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.1594, loss: 3.1594 2020-07-03 05:53:42,542 - mmaction - INFO - Epoch [98][600/627] lr: 4.114e-02, eta: 1 day, 4:21:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5562, loss_cls: 3.1758, loss: 3.1758 2020-07-03 05:54:00,256 - mmaction - INFO - Epoch [98][620/627] lr: 4.114e-02, eta: 1 day, 4:20:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5396, loss_cls: 3.2430, loss: 3.2430 2020-07-03 05:56:08,964 - mmaction - INFO - Epoch [99][20/627] lr: 4.080e-02, eta: 1 day, 4:23:02, time: 6.038, data_time: 3.971, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5479, loss_cls: 3.3147, loss: 3.3147 2020-07-03 05:56:26,550 - mmaction - INFO - Epoch [99][40/627] lr: 4.080e-02, eta: 1 day, 4:22:36, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5437, loss_cls: 3.2432, loss: 3.2432 2020-07-03 05:56:44,173 - mmaction - INFO - Epoch [99][60/627] lr: 4.080e-02, eta: 1 day, 4:22:10, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5125, loss_cls: 3.2687, loss: 3.2687 2020-07-03 05:57:01,859 - mmaction - INFO - Epoch [99][80/627] lr: 4.080e-02, eta: 1 day, 4:21:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5875, loss_cls: 3.0598, loss: 3.0598 2020-07-03 05:57:19,551 - mmaction - INFO - Epoch [99][100/627] lr: 4.080e-02, eta: 1 day, 4:21:19, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5646, loss_cls: 3.1953, loss: 3.1953 2020-07-03 05:57:37,219 - mmaction - INFO - Epoch [99][120/627] lr: 4.080e-02, eta: 1 day, 4:20:53, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5271, loss_cls: 3.3422, loss: 3.3422 2020-07-03 05:57:54,931 - mmaction - INFO - Epoch [99][140/627] lr: 4.080e-02, eta: 1 day, 4:20:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.4958, loss_cls: 3.4171, loss: 3.4171 2020-07-03 05:58:12,617 - mmaction - INFO - Epoch [99][160/627] lr: 4.080e-02, eta: 1 day, 4:20:01, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2625, top5_acc: 0.4500, loss_cls: 3.5229, loss: 3.5229 2020-07-03 05:58:30,332 - mmaction - INFO - Epoch [99][180/627] lr: 4.080e-02, eta: 1 day, 4:19:36, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5229, loss_cls: 3.2939, loss: 3.2939 2020-07-03 05:58:48,072 - mmaction - INFO - Epoch [99][200/627] lr: 4.080e-02, eta: 1 day, 4:19:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5771, loss_cls: 3.0817, loss: 3.0817 2020-07-03 05:59:05,859 - mmaction - INFO - Epoch [99][220/627] lr: 4.080e-02, eta: 1 day, 4:18:44, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5000, loss_cls: 3.3193, loss: 3.3193 2020-07-03 05:59:23,612 - mmaction - INFO - Epoch [99][240/627] lr: 4.080e-02, eta: 1 day, 4:18:19, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5292, loss_cls: 3.3436, loss: 3.3436 2020-07-03 05:59:41,368 - mmaction - INFO - Epoch [99][260/627] lr: 4.080e-02, eta: 1 day, 4:17:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5375, loss_cls: 3.2611, loss: 3.2611 2020-07-03 05:59:59,075 - mmaction - INFO - Epoch [99][280/627] lr: 4.080e-02, eta: 1 day, 4:17:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5479, loss_cls: 3.2764, loss: 3.2764 2020-07-03 06:00:27,044 - mmaction - INFO - Epoch [99][300/627] lr: 4.080e-02, eta: 1 day, 4:17:20, time: 1.392, data_time: 0.005, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5208, loss_cls: 3.3190, loss: 3.3190 2020-07-03 06:00:44,736 - mmaction - INFO - Epoch [99][320/627] lr: 4.080e-02, eta: 1 day, 4:16:54, time: 0.892, data_time: 0.012, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 3.1145, loss: 3.1145 2020-07-03 06:01:02,425 - mmaction - INFO - Epoch [99][340/627] lr: 4.080e-02, eta: 1 day, 4:16:28, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5542, loss_cls: 3.2472, loss: 3.2472 2020-07-03 06:01:20,152 - mmaction - INFO - Epoch [99][360/627] lr: 4.080e-02, eta: 1 day, 4:16:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5375, loss_cls: 3.2078, loss: 3.2078 2020-07-03 06:01:37,882 - mmaction - INFO - Epoch [99][380/627] lr: 4.080e-02, eta: 1 day, 4:15:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5438, loss_cls: 3.2578, loss: 3.2578 2020-07-03 06:01:55,599 - mmaction - INFO - Epoch [99][400/627] lr: 4.080e-02, eta: 1 day, 4:15:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5333, loss_cls: 3.1613, loss: 3.1613 2020-07-03 06:02:13,335 - mmaction - INFO - Epoch [99][420/627] lr: 4.080e-02, eta: 1 day, 4:14:46, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5375, loss_cls: 3.2547, loss: 3.2547 2020-07-03 06:02:31,026 - mmaction - INFO - Epoch [99][440/627] lr: 4.080e-02, eta: 1 day, 4:14:20, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5521, loss_cls: 3.1735, loss: 3.1735 2020-07-03 06:02:48,796 - mmaction - INFO - Epoch [99][460/627] lr: 4.080e-02, eta: 1 day, 4:13:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5333, loss_cls: 3.2660, loss: 3.2660 2020-07-03 06:03:06,494 - mmaction - INFO - Epoch [99][480/627] lr: 4.080e-02, eta: 1 day, 4:13:29, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5417, loss_cls: 3.2305, loss: 3.2305 2020-07-03 06:03:24,220 - mmaction - INFO - Epoch [99][500/627] lr: 4.080e-02, eta: 1 day, 4:13:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5104, loss_cls: 3.4454, loss: 3.4454 2020-07-03 06:03:41,936 - mmaction - INFO - Epoch [99][520/627] lr: 4.080e-02, eta: 1 day, 4:12:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5104, loss_cls: 3.3592, loss: 3.3592 2020-07-03 06:03:59,707 - mmaction - INFO - Epoch [99][540/627] lr: 4.080e-02, eta: 1 day, 4:12:12, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5396, loss_cls: 3.2744, loss: 3.2744 2020-07-03 06:04:17,427 - mmaction - INFO - Epoch [99][560/627] lr: 4.080e-02, eta: 1 day, 4:11:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5250, loss_cls: 3.2944, loss: 3.2944 2020-07-03 06:04:35,169 - mmaction - INFO - Epoch [99][580/627] lr: 4.080e-02, eta: 1 day, 4:11:21, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5438, loss_cls: 3.1398, loss: 3.1398 2020-07-03 06:04:52,863 - mmaction - INFO - Epoch [99][600/627] lr: 4.080e-02, eta: 1 day, 4:10:55, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5271, loss_cls: 3.3384, loss: 3.3384 2020-07-03 06:05:10,617 - mmaction - INFO - Epoch [99][620/627] lr: 4.080e-02, eta: 1 day, 4:10:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5500, loss_cls: 3.1590, loss: 3.1590 2020-07-03 06:07:19,386 - mmaction - INFO - Epoch [100][20/627] lr: 4.045e-02, eta: 1 day, 4:12:33, time: 5.779, data_time: 4.770, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5354, loss_cls: 3.1462, loss: 3.1462 2020-07-03 06:07:36,980 - mmaction - INFO - Epoch [100][40/627] lr: 4.045e-02, eta: 1 day, 4:12:07, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5292, loss_cls: 3.3161, loss: 3.3161 2020-07-03 06:07:54,612 - mmaction - INFO - Epoch [100][60/627] lr: 4.045e-02, eta: 1 day, 4:11:42, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.2729, top5_acc: 0.4667, loss_cls: 3.5109, loss: 3.5109 2020-07-03 06:08:12,275 - mmaction - INFO - Epoch [100][80/627] lr: 4.045e-02, eta: 1 day, 4:11:16, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5333, loss_cls: 3.2927, loss: 3.2927 2020-07-03 06:08:29,941 - mmaction - INFO - Epoch [100][100/627] lr: 4.045e-02, eta: 1 day, 4:10:50, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5792, loss_cls: 3.1938, loss: 3.1938 2020-07-03 06:08:47,657 - mmaction - INFO - Epoch [100][120/627] lr: 4.045e-02, eta: 1 day, 4:10:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5833, loss_cls: 3.0168, loss: 3.0168 2020-07-03 06:09:05,313 - mmaction - INFO - Epoch [100][140/627] lr: 4.045e-02, eta: 1 day, 4:09:59, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5667, loss_cls: 3.0947, loss: 3.0947 2020-07-03 06:09:23,011 - mmaction - INFO - Epoch [100][160/627] lr: 4.045e-02, eta: 1 day, 4:09:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5521, loss_cls: 3.1311, loss: 3.1311 2020-07-03 06:09:40,775 - mmaction - INFO - Epoch [100][180/627] lr: 4.045e-02, eta: 1 day, 4:09:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5375, loss_cls: 3.2666, loss: 3.2666 2020-07-03 06:09:58,494 - mmaction - INFO - Epoch [100][200/627] lr: 4.045e-02, eta: 1 day, 4:08:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5604, loss_cls: 3.1035, loss: 3.1035 2020-07-03 06:10:16,722 - mmaction - INFO - Epoch [100][220/627] lr: 4.045e-02, eta: 1 day, 4:08:17, time: 0.910, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5062, loss_cls: 3.4239, loss: 3.4239 2020-07-03 06:10:34,444 - mmaction - INFO - Epoch [100][240/627] lr: 4.045e-02, eta: 1 day, 4:07:51, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.4875, loss_cls: 3.4392, loss: 3.4392 2020-07-03 06:10:52,178 - mmaction - INFO - Epoch [100][260/627] lr: 4.045e-02, eta: 1 day, 4:07:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5250, loss_cls: 3.4236, loss: 3.4236 2020-07-03 06:11:09,972 - mmaction - INFO - Epoch [100][280/627] lr: 4.045e-02, eta: 1 day, 4:07:00, time: 0.891, data_time: 0.006, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5208, loss_cls: 3.3428, loss: 3.3428 2020-07-03 06:11:27,714 - mmaction - INFO - Epoch [100][300/627] lr: 4.045e-02, eta: 1 day, 4:06:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2667, top5_acc: 0.5313, loss_cls: 3.3493, loss: 3.3493 2020-07-03 06:11:45,431 - mmaction - INFO - Epoch [100][320/627] lr: 4.045e-02, eta: 1 day, 4:06:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5479, loss_cls: 3.1427, loss: 3.1427 2020-07-03 06:12:03,155 - mmaction - INFO - Epoch [100][340/627] lr: 4.045e-02, eta: 1 day, 4:05:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5458, loss_cls: 3.1952, loss: 3.1952 2020-07-03 06:12:20,889 - mmaction - INFO - Epoch [100][360/627] lr: 4.045e-02, eta: 1 day, 4:05:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5229, loss_cls: 3.3243, loss: 3.3243 2020-07-03 06:12:38,611 - mmaction - INFO - Epoch [100][380/627] lr: 4.045e-02, eta: 1 day, 4:04:53, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5354, loss_cls: 3.2476, loss: 3.2476 2020-07-03 06:12:56,365 - mmaction - INFO - Epoch [100][400/627] lr: 4.045e-02, eta: 1 day, 4:04:27, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4875, loss_cls: 3.3849, loss: 3.3849 2020-07-03 06:13:14,104 - mmaction - INFO - Epoch [100][420/627] lr: 4.045e-02, eta: 1 day, 4:04:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5521, loss_cls: 3.2051, loss: 3.2051 2020-07-03 06:13:31,852 - mmaction - INFO - Epoch [100][440/627] lr: 4.045e-02, eta: 1 day, 4:03:36, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5583, loss_cls: 3.1109, loss: 3.1109 2020-07-03 06:13:49,565 - mmaction - INFO - Epoch [100][460/627] lr: 4.045e-02, eta: 1 day, 4:03:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5167, loss_cls: 3.2838, loss: 3.2838 2020-07-03 06:14:07,346 - mmaction - INFO - Epoch [100][480/627] lr: 4.045e-02, eta: 1 day, 4:02:45, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5375, loss_cls: 3.2528, loss: 3.2528 2020-07-03 06:14:25,108 - mmaction - INFO - Epoch [100][500/627] lr: 4.045e-02, eta: 1 day, 4:02:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5271, loss_cls: 3.3134, loss: 3.3134 2020-07-03 06:14:42,854 - mmaction - INFO - Epoch [100][520/627] lr: 4.045e-02, eta: 1 day, 4:01:54, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5354, loss_cls: 3.2271, loss: 3.2271 2020-07-03 06:15:00,632 - mmaction - INFO - Epoch [100][540/627] lr: 4.045e-02, eta: 1 day, 4:01:29, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5354, loss_cls: 3.2260, loss: 3.2260 2020-07-03 06:15:18,425 - mmaction - INFO - Epoch [100][560/627] lr: 4.045e-02, eta: 1 day, 4:01:03, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2730, loss: 3.2730 2020-07-03 06:15:36,220 - mmaction - INFO - Epoch [100][580/627] lr: 4.045e-02, eta: 1 day, 4:00:38, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5354, loss_cls: 3.2457, loss: 3.2457 2020-07-03 06:15:54,030 - mmaction - INFO - Epoch [100][600/627] lr: 4.045e-02, eta: 1 day, 4:00:13, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5271, loss_cls: 3.3238, loss: 3.3238 2020-07-03 06:16:11,711 - mmaction - INFO - Epoch [100][620/627] lr: 4.045e-02, eta: 1 day, 3:59:47, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5521, loss_cls: 3.1659, loss: 3.1659 2020-07-03 06:17:59,249 - mmaction - INFO - Epoch [101][20/627] lr: 4.011e-02, eta: 1 day, 4:01:22, time: 5.029, data_time: 4.117, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5479, loss_cls: 3.2668, loss: 3.2668 2020-07-03 06:18:16,902 - mmaction - INFO - Epoch [101][40/627] lr: 4.011e-02, eta: 1 day, 4:00:57, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5521, loss_cls: 3.2615, loss: 3.2615 2020-07-03 06:18:34,536 - mmaction - INFO - Epoch [101][60/627] lr: 4.011e-02, eta: 1 day, 4:00:31, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5208, loss_cls: 3.3247, loss: 3.3247 2020-07-03 06:18:52,199 - mmaction - INFO - Epoch [101][80/627] lr: 4.011e-02, eta: 1 day, 4:00:05, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5188, loss_cls: 3.2761, loss: 3.2761 2020-07-03 06:19:09,845 - mmaction - INFO - Epoch [101][100/627] lr: 4.011e-02, eta: 1 day, 3:59:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5563, loss_cls: 3.0678, loss: 3.0678 2020-07-03 06:19:27,601 - mmaction - INFO - Epoch [101][120/627] lr: 4.011e-02, eta: 1 day, 3:59:14, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5167, loss_cls: 3.2438, loss: 3.2438 2020-07-03 06:19:45,437 - mmaction - INFO - Epoch [101][140/627] lr: 4.011e-02, eta: 1 day, 3:58:49, time: 0.896, data_time: 0.014, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5437, loss_cls: 3.2068, loss: 3.2068 2020-07-03 06:20:06,408 - mmaction - INFO - Epoch [101][160/627] lr: 4.011e-02, eta: 1 day, 3:58:28, time: 1.037, data_time: 0.013, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5396, loss_cls: 3.2134, loss: 3.2134 2020-07-03 06:20:24,101 - mmaction - INFO - Epoch [101][180/627] lr: 4.011e-02, eta: 1 day, 3:58:03, time: 0.896, data_time: 0.012, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5292, loss_cls: 3.2999, loss: 3.2999 2020-07-03 06:20:41,763 - mmaction - INFO - Epoch [101][200/627] lr: 4.011e-02, eta: 1 day, 3:57:38, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5188, loss_cls: 3.2184, loss: 3.2184 2020-07-03 06:20:59,462 - mmaction - INFO - Epoch [101][220/627] lr: 4.011e-02, eta: 1 day, 3:57:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5313, loss_cls: 3.3496, loss: 3.3496 2020-07-03 06:21:17,174 - mmaction - INFO - Epoch [101][240/627] lr: 4.011e-02, eta: 1 day, 3:56:47, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5167, loss_cls: 3.3745, loss: 3.3745 2020-07-03 06:21:34,887 - mmaction - INFO - Epoch [101][260/627] lr: 4.011e-02, eta: 1 day, 3:56:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5625, loss_cls: 3.0997, loss: 3.0997 2020-07-03 06:21:52,574 - mmaction - INFO - Epoch [101][280/627] lr: 4.011e-02, eta: 1 day, 3:55:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5271, loss_cls: 3.1242, loss: 3.1242 2020-07-03 06:22:10,343 - mmaction - INFO - Epoch [101][300/627] lr: 4.011e-02, eta: 1 day, 3:55:30, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5333, loss_cls: 3.2544, loss: 3.2544 2020-07-03 06:22:28,067 - mmaction - INFO - Epoch [101][320/627] lr: 4.011e-02, eta: 1 day, 3:55:05, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5521, loss_cls: 3.1970, loss: 3.1970 2020-07-03 06:22:45,794 - mmaction - INFO - Epoch [101][340/627] lr: 4.011e-02, eta: 1 day, 3:54:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5708, loss_cls: 3.2038, loss: 3.2038 2020-07-03 06:23:03,536 - mmaction - INFO - Epoch [101][360/627] lr: 4.011e-02, eta: 1 day, 3:54:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5542, loss_cls: 3.2446, loss: 3.2446 2020-07-03 06:23:21,267 - mmaction - INFO - Epoch [101][380/627] lr: 4.011e-02, eta: 1 day, 3:53:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5708, loss_cls: 3.1905, loss: 3.1905 2020-07-03 06:23:39,022 - mmaction - INFO - Epoch [101][400/627] lr: 4.011e-02, eta: 1 day, 3:53:23, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5563, loss_cls: 3.1777, loss: 3.1777 2020-07-03 06:23:56,766 - mmaction - INFO - Epoch [101][420/627] lr: 4.011e-02, eta: 1 day, 3:52:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5771, loss_cls: 3.1005, loss: 3.1005 2020-07-03 06:24:14,461 - mmaction - INFO - Epoch [101][440/627] lr: 4.011e-02, eta: 1 day, 3:52:32, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5792, loss_cls: 3.2098, loss: 3.2098 2020-07-03 06:24:32,211 - mmaction - INFO - Epoch [101][460/627] lr: 4.011e-02, eta: 1 day, 3:52:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5500, loss_cls: 3.2509, loss: 3.2509 2020-07-03 06:24:49,921 - mmaction - INFO - Epoch [101][480/627] lr: 4.011e-02, eta: 1 day, 3:51:41, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.4979, loss_cls: 3.3085, loss: 3.3085 2020-07-03 06:25:07,708 - mmaction - INFO - Epoch [101][500/627] lr: 4.011e-02, eta: 1 day, 3:51:16, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5604, loss_cls: 3.2025, loss: 3.2025 2020-07-03 06:25:25,390 - mmaction - INFO - Epoch [101][520/627] lr: 4.011e-02, eta: 1 day, 3:50:50, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5417, loss_cls: 3.2038, loss: 3.2038 2020-07-03 06:25:43,132 - mmaction - INFO - Epoch [101][540/627] lr: 4.011e-02, eta: 1 day, 3:50:25, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5125, loss_cls: 3.3260, loss: 3.3260 2020-07-03 06:26:00,865 - mmaction - INFO - Epoch [101][560/627] lr: 4.011e-02, eta: 1 day, 3:49:59, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5063, loss_cls: 3.3862, loss: 3.3862 2020-07-03 06:26:18,589 - mmaction - INFO - Epoch [101][580/627] lr: 4.011e-02, eta: 1 day, 3:49:34, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5146, loss_cls: 3.4264, loss: 3.4264 2020-07-03 06:26:36,349 - mmaction - INFO - Epoch [101][600/627] lr: 4.011e-02, eta: 1 day, 3:49:09, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5542, loss_cls: 3.2695, loss: 3.2695 2020-07-03 06:26:54,070 - mmaction - INFO - Epoch [101][620/627] lr: 4.011e-02, eta: 1 day, 3:48:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5521, loss_cls: 3.2248, loss: 3.2248 2020-07-03 06:28:56,368 - mmaction - INFO - Epoch [102][20/627] lr: 3.976e-02, eta: 1 day, 3:50:40, time: 5.726, data_time: 3.894, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5208, loss_cls: 3.2789, loss: 3.2789 2020-07-03 06:29:13,951 - mmaction - INFO - Epoch [102][40/627] lr: 3.976e-02, eta: 1 day, 3:50:14, time: 0.879, data_time: 0.004, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5229, loss_cls: 3.3141, loss: 3.3141 2020-07-03 06:29:31,575 - mmaction - INFO - Epoch [102][60/627] lr: 3.976e-02, eta: 1 day, 3:49:48, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5563, loss_cls: 3.2404, loss: 3.2404 2020-07-03 06:29:49,202 - mmaction - INFO - Epoch [102][80/627] lr: 3.976e-02, eta: 1 day, 3:49:23, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5854, loss_cls: 3.0121, loss: 3.0121 2020-07-03 06:30:09,568 - mmaction - INFO - Epoch [102][100/627] lr: 3.976e-02, eta: 1 day, 3:49:02, time: 1.017, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5271, loss_cls: 3.2522, loss: 3.2522 2020-07-03 06:30:27,253 - mmaction - INFO - Epoch [102][120/627] lr: 3.976e-02, eta: 1 day, 3:48:36, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5333, loss_cls: 3.2553, loss: 3.2553 2020-07-03 06:30:44,954 - mmaction - INFO - Epoch [102][140/627] lr: 3.976e-02, eta: 1 day, 3:48:11, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5437, loss_cls: 3.1803, loss: 3.1803 2020-07-03 06:31:02,672 - mmaction - INFO - Epoch [102][160/627] lr: 3.976e-02, eta: 1 day, 3:47:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5250, loss_cls: 3.2671, loss: 3.2671 2020-07-03 06:31:20,271 - mmaction - INFO - Epoch [102][180/627] lr: 3.976e-02, eta: 1 day, 3:47:20, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5125, loss_cls: 3.4339, loss: 3.4339 2020-07-03 06:31:37,982 - mmaction - INFO - Epoch [102][200/627] lr: 3.976e-02, eta: 1 day, 3:46:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5312, loss_cls: 3.3036, loss: 3.3036 2020-07-03 06:31:55,715 - mmaction - INFO - Epoch [102][220/627] lr: 3.976e-02, eta: 1 day, 3:46:29, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5312, loss_cls: 3.2544, loss: 3.2544 2020-07-03 06:32:13,484 - mmaction - INFO - Epoch [102][240/627] lr: 3.976e-02, eta: 1 day, 3:46:03, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5979, loss_cls: 2.9782, loss: 2.9782 2020-07-03 06:32:31,208 - mmaction - INFO - Epoch [102][260/627] lr: 3.976e-02, eta: 1 day, 3:45:38, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5229, loss_cls: 3.2399, loss: 3.2399 2020-07-03 06:32:49,015 - mmaction - INFO - Epoch [102][280/627] lr: 3.976e-02, eta: 1 day, 3:45:13, time: 0.892, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5250, loss_cls: 3.1849, loss: 3.1849 2020-07-03 06:33:06,710 - mmaction - INFO - Epoch [102][300/627] lr: 3.976e-02, eta: 1 day, 3:44:47, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5417, loss_cls: 3.2547, loss: 3.2547 2020-07-03 06:33:24,460 - mmaction - INFO - Epoch [102][320/627] lr: 3.976e-02, eta: 1 day, 3:44:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1499, loss: 3.1499 2020-07-03 06:33:42,171 - mmaction - INFO - Epoch [102][340/627] lr: 3.976e-02, eta: 1 day, 3:43:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5771, loss_cls: 3.0684, loss: 3.0684 2020-07-03 06:33:59,934 - mmaction - INFO - Epoch [102][360/627] lr: 3.976e-02, eta: 1 day, 3:43:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5792, loss_cls: 3.1132, loss: 3.1132 2020-07-03 06:34:17,698 - mmaction - INFO - Epoch [102][380/627] lr: 3.976e-02, eta: 1 day, 3:43:06, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0576, loss: 3.0576 2020-07-03 06:34:35,406 - mmaction - INFO - Epoch [102][400/627] lr: 3.976e-02, eta: 1 day, 3:42:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5417, loss_cls: 3.1218, loss: 3.1218 2020-07-03 06:34:53,138 - mmaction - INFO - Epoch [102][420/627] lr: 3.976e-02, eta: 1 day, 3:42:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5583, loss_cls: 3.1398, loss: 3.1398 2020-07-03 06:35:10,884 - mmaction - INFO - Epoch [102][440/627] lr: 3.976e-02, eta: 1 day, 3:41:50, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5625, loss_cls: 3.2311, loss: 3.2311 2020-07-03 06:35:28,640 - mmaction - INFO - Epoch [102][460/627] lr: 3.976e-02, eta: 1 day, 3:41:24, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5208, loss_cls: 3.2945, loss: 3.2945 2020-07-03 06:35:46,339 - mmaction - INFO - Epoch [102][480/627] lr: 3.976e-02, eta: 1 day, 3:40:59, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5479, loss_cls: 3.2189, loss: 3.2189 2020-07-03 06:36:04,043 - mmaction - INFO - Epoch [102][500/627] lr: 3.976e-02, eta: 1 day, 3:40:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5333, loss_cls: 3.2252, loss: 3.2252 2020-07-03 06:36:21,825 - mmaction - INFO - Epoch [102][520/627] lr: 3.976e-02, eta: 1 day, 3:40:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5479, loss_cls: 3.2763, loss: 3.2763 2020-07-03 06:36:39,572 - mmaction - INFO - Epoch [102][540/627] lr: 3.976e-02, eta: 1 day, 3:39:43, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5229, loss_cls: 3.1665, loss: 3.1665 2020-07-03 06:36:57,281 - mmaction - INFO - Epoch [102][560/627] lr: 3.976e-02, eta: 1 day, 3:39:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5396, loss_cls: 3.2543, loss: 3.2543 2020-07-03 06:37:15,006 - mmaction - INFO - Epoch [102][580/627] lr: 3.976e-02, eta: 1 day, 3:38:52, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5313, loss_cls: 3.3478, loss: 3.3478 2020-07-03 06:37:32,734 - mmaction - INFO - Epoch [102][600/627] lr: 3.976e-02, eta: 1 day, 3:38:27, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5542, loss_cls: 3.1197, loss: 3.1197 2020-07-03 06:37:50,453 - mmaction - INFO - Epoch [102][620/627] lr: 3.976e-02, eta: 1 day, 3:38:02, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5021, loss_cls: 3.4086, loss: 3.4086 2020-07-03 06:39:51,699 - mmaction - INFO - Epoch [103][20/627] lr: 3.941e-02, eta: 1 day, 3:39:54, time: 5.678, data_time: 4.017, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5500, loss_cls: 3.2747, loss: 3.2747 2020-07-03 06:40:10,558 - mmaction - INFO - Epoch [103][40/627] lr: 3.941e-02, eta: 1 day, 3:39:31, time: 0.943, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5771, loss_cls: 3.1844, loss: 3.1844 2020-07-03 06:40:28,145 - mmaction - INFO - Epoch [103][60/627] lr: 3.941e-02, eta: 1 day, 3:39:05, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5417, loss_cls: 3.2571, loss: 3.2571 2020-07-03 06:40:45,885 - mmaction - INFO - Epoch [103][80/627] lr: 3.941e-02, eta: 1 day, 3:38:40, time: 0.886, data_time: 0.008, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5375, loss_cls: 3.2717, loss: 3.2717 2020-07-03 06:41:03,597 - mmaction - INFO - Epoch [103][100/627] lr: 3.941e-02, eta: 1 day, 3:38:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5792, loss_cls: 3.0380, loss: 3.0380 2020-07-03 06:41:21,257 - mmaction - INFO - Epoch [103][120/627] lr: 3.941e-02, eta: 1 day, 3:37:49, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5646, loss_cls: 3.0930, loss: 3.0930 2020-07-03 06:41:38,951 - mmaction - INFO - Epoch [103][140/627] lr: 3.941e-02, eta: 1 day, 3:37:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5250, loss_cls: 3.3308, loss: 3.3308 2020-07-03 06:41:56,661 - mmaction - INFO - Epoch [103][160/627] lr: 3.941e-02, eta: 1 day, 3:36:58, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5250, loss_cls: 3.2452, loss: 3.2452 2020-07-03 06:42:14,395 - mmaction - INFO - Epoch [103][180/627] lr: 3.941e-02, eta: 1 day, 3:36:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5292, loss_cls: 3.3662, loss: 3.3662 2020-07-03 06:42:32,125 - mmaction - INFO - Epoch [103][200/627] lr: 3.941e-02, eta: 1 day, 3:36:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.2481, loss: 3.2481 2020-07-03 06:42:49,870 - mmaction - INFO - Epoch [103][220/627] lr: 3.941e-02, eta: 1 day, 3:35:42, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5438, loss_cls: 3.2444, loss: 3.2444 2020-07-03 06:43:07,579 - mmaction - INFO - Epoch [103][240/627] lr: 3.941e-02, eta: 1 day, 3:35:17, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5688, loss_cls: 3.1862, loss: 3.1862 2020-07-03 06:43:25,297 - mmaction - INFO - Epoch [103][260/627] lr: 3.941e-02, eta: 1 day, 3:34:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2604, top5_acc: 0.4688, loss_cls: 3.6278, loss: 3.6278 2020-07-03 06:43:43,035 - mmaction - INFO - Epoch [103][280/627] lr: 3.941e-02, eta: 1 day, 3:34:26, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5333, loss_cls: 3.3253, loss: 3.3253 2020-07-03 06:44:00,792 - mmaction - INFO - Epoch [103][300/627] lr: 3.941e-02, eta: 1 day, 3:34:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5458, loss_cls: 3.2397, loss: 3.2397 2020-07-03 06:44:18,527 - mmaction - INFO - Epoch [103][320/627] lr: 3.941e-02, eta: 1 day, 3:33:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5458, loss_cls: 3.2226, loss: 3.2226 2020-07-03 06:44:36,282 - mmaction - INFO - Epoch [103][340/627] lr: 3.941e-02, eta: 1 day, 3:33:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5688, loss_cls: 3.0664, loss: 3.0664 2020-07-03 06:44:54,007 - mmaction - INFO - Epoch [103][360/627] lr: 3.941e-02, eta: 1 day, 3:32:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5479, loss_cls: 3.2996, loss: 3.2996 2020-07-03 06:45:11,786 - mmaction - INFO - Epoch [103][380/627] lr: 3.941e-02, eta: 1 day, 3:32:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5354, loss_cls: 3.3269, loss: 3.3269 2020-07-03 06:45:29,530 - mmaction - INFO - Epoch [103][400/627] lr: 3.941e-02, eta: 1 day, 3:31:54, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5250, loss_cls: 3.2717, loss: 3.2717 2020-07-03 06:45:47,344 - mmaction - INFO - Epoch [103][420/627] lr: 3.941e-02, eta: 1 day, 3:31:29, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5375, loss_cls: 3.2289, loss: 3.2289 2020-07-03 06:46:05,078 - mmaction - INFO - Epoch [103][440/627] lr: 3.941e-02, eta: 1 day, 3:31:04, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5458, loss_cls: 3.1628, loss: 3.1628 2020-07-03 06:46:22,848 - mmaction - INFO - Epoch [103][460/627] lr: 3.941e-02, eta: 1 day, 3:30:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5542, loss_cls: 3.2627, loss: 3.2627 2020-07-03 06:46:40,577 - mmaction - INFO - Epoch [103][480/627] lr: 3.941e-02, eta: 1 day, 3:30:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5229, loss_cls: 3.2745, loss: 3.2745 2020-07-03 06:46:58,377 - mmaction - INFO - Epoch [103][500/627] lr: 3.941e-02, eta: 1 day, 3:29:48, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5250, loss_cls: 3.3313, loss: 3.3313 2020-07-03 06:47:16,129 - mmaction - INFO - Epoch [103][520/627] lr: 3.941e-02, eta: 1 day, 3:29:23, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5542, loss_cls: 3.1919, loss: 3.1919 2020-07-03 06:47:33,870 - mmaction - INFO - Epoch [103][540/627] lr: 3.941e-02, eta: 1 day, 3:28:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5354, loss_cls: 3.2710, loss: 3.2710 2020-07-03 06:47:51,610 - mmaction - INFO - Epoch [103][560/627] lr: 3.941e-02, eta: 1 day, 3:28:33, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5875, loss_cls: 3.0363, loss: 3.0363 2020-07-03 06:48:09,334 - mmaction - INFO - Epoch [103][580/627] lr: 3.941e-02, eta: 1 day, 3:28:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5625, loss_cls: 3.1217, loss: 3.1217 2020-07-03 06:48:27,081 - mmaction - INFO - Epoch [103][600/627] lr: 3.941e-02, eta: 1 day, 3:27:42, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5125, loss_cls: 3.2815, loss: 3.2815 2020-07-03 06:48:44,849 - mmaction - INFO - Epoch [103][620/627] lr: 3.941e-02, eta: 1 day, 3:27:17, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5146, loss_cls: 3.3514, loss: 3.3514 2020-07-03 06:50:52,360 - mmaction - INFO - Epoch [104][20/627] lr: 3.906e-02, eta: 1 day, 3:29:18, time: 6.007, data_time: 3.479, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5458, loss_cls: 3.1488, loss: 3.1488 2020-07-03 06:51:09,967 - mmaction - INFO - Epoch [104][40/627] lr: 3.906e-02, eta: 1 day, 3:28:52, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5333, loss_cls: 3.1931, loss: 3.1931 2020-07-03 06:51:27,584 - mmaction - INFO - Epoch [104][60/627] lr: 3.906e-02, eta: 1 day, 3:28:27, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5250, loss_cls: 3.2545, loss: 3.2545 2020-07-03 06:51:45,255 - mmaction - INFO - Epoch [104][80/627] lr: 3.906e-02, eta: 1 day, 3:28:01, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5479, loss_cls: 3.2129, loss: 3.2129 2020-07-03 06:52:02,980 - mmaction - INFO - Epoch [104][100/627] lr: 3.906e-02, eta: 1 day, 3:27:36, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5646, loss_cls: 3.1817, loss: 3.1817 2020-07-03 06:52:20,690 - mmaction - INFO - Epoch [104][120/627] lr: 3.906e-02, eta: 1 day, 3:27:11, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5792, loss_cls: 3.0898, loss: 3.0898 2020-07-03 06:52:38,420 - mmaction - INFO - Epoch [104][140/627] lr: 3.906e-02, eta: 1 day, 3:26:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5229, loss_cls: 3.2242, loss: 3.2242 2020-07-03 06:52:56,099 - mmaction - INFO - Epoch [104][160/627] lr: 3.906e-02, eta: 1 day, 3:26:20, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5313, loss_cls: 3.2534, loss: 3.2534 2020-07-03 06:53:13,837 - mmaction - INFO - Epoch [104][180/627] lr: 3.906e-02, eta: 1 day, 3:25:55, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5750, loss_cls: 3.1344, loss: 3.1344 2020-07-03 06:53:31,556 - mmaction - INFO - Epoch [104][200/627] lr: 3.906e-02, eta: 1 day, 3:25:30, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5438, loss_cls: 3.2661, loss: 3.2661 2020-07-03 06:53:49,247 - mmaction - INFO - Epoch [104][220/627] lr: 3.906e-02, eta: 1 day, 3:25:04, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5396, loss_cls: 3.1728, loss: 3.1728 2020-07-03 06:54:06,984 - mmaction - INFO - Epoch [104][240/627] lr: 3.906e-02, eta: 1 day, 3:24:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.1086, loss: 3.1086 2020-07-03 06:54:24,721 - mmaction - INFO - Epoch [104][260/627] lr: 3.906e-02, eta: 1 day, 3:24:14, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5438, loss_cls: 3.2238, loss: 3.2238 2020-07-03 06:54:42,505 - mmaction - INFO - Epoch [104][280/627] lr: 3.906e-02, eta: 1 day, 3:23:49, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5417, loss_cls: 3.2003, loss: 3.2003 2020-07-03 06:55:00,222 - mmaction - INFO - Epoch [104][300/627] lr: 3.906e-02, eta: 1 day, 3:23:23, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5250, loss_cls: 3.2809, loss: 3.2809 2020-07-03 06:55:18,962 - mmaction - INFO - Epoch [104][320/627] lr: 3.906e-02, eta: 1 day, 3:23:00, time: 0.937, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5729, loss_cls: 3.1442, loss: 3.1442 2020-07-03 06:55:36,739 - mmaction - INFO - Epoch [104][340/627] lr: 3.906e-02, eta: 1 day, 3:22:34, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5792, loss_cls: 3.0030, loss: 3.0030 2020-07-03 06:55:54,505 - mmaction - INFO - Epoch [104][360/627] lr: 3.906e-02, eta: 1 day, 3:22:09, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5812, loss_cls: 3.1469, loss: 3.1469 2020-07-03 06:56:12,192 - mmaction - INFO - Epoch [104][380/627] lr: 3.906e-02, eta: 1 day, 3:21:44, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5229, loss_cls: 3.2884, loss: 3.2884 2020-07-03 06:56:29,930 - mmaction - INFO - Epoch [104][400/627] lr: 3.906e-02, eta: 1 day, 3:21:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.1323, loss: 3.1323 2020-07-03 06:56:47,637 - mmaction - INFO - Epoch [104][420/627] lr: 3.906e-02, eta: 1 day, 3:20:54, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5688, loss_cls: 3.1239, loss: 3.1239 2020-07-03 06:57:05,388 - mmaction - INFO - Epoch [104][440/627] lr: 3.906e-02, eta: 1 day, 3:20:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5021, loss_cls: 3.3368, loss: 3.3368 2020-07-03 06:57:23,127 - mmaction - INFO - Epoch [104][460/627] lr: 3.906e-02, eta: 1 day, 3:20:03, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5604, loss_cls: 3.1357, loss: 3.1357 2020-07-03 06:57:40,910 - mmaction - INFO - Epoch [104][480/627] lr: 3.906e-02, eta: 1 day, 3:19:38, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5729, loss_cls: 3.1719, loss: 3.1719 2020-07-03 06:57:58,643 - mmaction - INFO - Epoch [104][500/627] lr: 3.906e-02, eta: 1 day, 3:19:13, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5479, loss_cls: 3.1847, loss: 3.1847 2020-07-03 06:58:16,379 - mmaction - INFO - Epoch [104][520/627] lr: 3.906e-02, eta: 1 day, 3:18:48, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2364, loss: 3.2364 2020-07-03 06:58:34,120 - mmaction - INFO - Epoch [104][540/627] lr: 3.906e-02, eta: 1 day, 3:18:23, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5271, loss_cls: 3.2321, loss: 3.2321 2020-07-03 06:58:51,832 - mmaction - INFO - Epoch [104][560/627] lr: 3.906e-02, eta: 1 day, 3:17:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5500, loss_cls: 3.0637, loss: 3.0637 2020-07-03 06:59:09,542 - mmaction - INFO - Epoch [104][580/627] lr: 3.906e-02, eta: 1 day, 3:17:32, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5500, loss_cls: 3.3049, loss: 3.3049 2020-07-03 06:59:27,300 - mmaction - INFO - Epoch [104][600/627] lr: 3.906e-02, eta: 1 day, 3:17:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5417, loss_cls: 3.2596, loss: 3.2596 2020-07-03 06:59:45,071 - mmaction - INFO - Epoch [104][620/627] lr: 3.906e-02, eta: 1 day, 3:16:42, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5417, loss_cls: 3.1322, loss: 3.1322 2020-07-03 06:59:54,414 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-07-03 07:02:19,071 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 07:02:20,024 - mmaction - INFO - top1_acc 0.3015 top5_acc 0.5285 2020-07-03 07:02:20,024 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 07:02:20,100 - mmaction - INFO - mean_acc 0.3014 2020-07-03 07:02:20,108 - mmaction - INFO - Epoch [104][627/627] lr: 3.906e-02, top1_acc: 0.3015, top5_acc: 0.5285, mean_class_accuracy: 0.3014 2020-07-03 07:04:13,353 - mmaction - INFO - Epoch [105][20/627] lr: 3.871e-02, eta: 1 day, 3:18:29, time: 5.660, data_time: 4.742, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5354, loss_cls: 3.2608, loss: 3.2608 2020-07-03 07:04:31,003 - mmaction - INFO - Epoch [105][40/627] lr: 3.871e-02, eta: 1 day, 3:18:04, time: 0.883, data_time: 0.005, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 3.0292, loss: 3.0292 2020-07-03 07:04:48,662 - mmaction - INFO - Epoch [105][60/627] lr: 3.871e-02, eta: 1 day, 3:17:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5604, loss_cls: 3.1222, loss: 3.1222 2020-07-03 07:05:08,035 - mmaction - INFO - Epoch [105][80/627] lr: 3.871e-02, eta: 1 day, 3:17:16, time: 0.965, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5562, loss_cls: 3.2168, loss: 3.2168 2020-07-03 07:05:25,714 - mmaction - INFO - Epoch [105][100/627] lr: 3.871e-02, eta: 1 day, 3:16:51, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5646, loss_cls: 3.1388, loss: 3.1388 2020-07-03 07:05:43,391 - mmaction - INFO - Epoch [105][120/627] lr: 3.871e-02, eta: 1 day, 3:16:25, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5292, loss_cls: 3.2871, loss: 3.2871 2020-07-03 07:06:01,102 - mmaction - INFO - Epoch [105][140/627] lr: 3.871e-02, eta: 1 day, 3:16:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5625, loss_cls: 3.0783, loss: 3.0783 2020-07-03 07:06:18,855 - mmaction - INFO - Epoch [105][160/627] lr: 3.871e-02, eta: 1 day, 3:15:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5500, loss_cls: 3.2008, loss: 3.2008 2020-07-03 07:06:36,563 - mmaction - INFO - Epoch [105][180/627] lr: 3.871e-02, eta: 1 day, 3:15:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5750, loss_cls: 3.1870, loss: 3.1870 2020-07-03 07:06:54,257 - mmaction - INFO - Epoch [105][200/627] lr: 3.871e-02, eta: 1 day, 3:14:44, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5292, loss_cls: 3.2732, loss: 3.2732 2020-07-03 07:07:11,912 - mmaction - INFO - Epoch [105][220/627] lr: 3.871e-02, eta: 1 day, 3:14:19, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5479, loss_cls: 3.2639, loss: 3.2639 2020-07-03 07:07:29,625 - mmaction - INFO - Epoch [105][240/627] lr: 3.871e-02, eta: 1 day, 3:13:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5354, loss_cls: 3.1870, loss: 3.1870 2020-07-03 07:07:47,300 - mmaction - INFO - Epoch [105][260/627] lr: 3.871e-02, eta: 1 day, 3:13:29, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5021, loss_cls: 3.3697, loss: 3.3697 2020-07-03 07:08:05,011 - mmaction - INFO - Epoch [105][280/627] lr: 3.871e-02, eta: 1 day, 3:13:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5354, loss_cls: 3.2284, loss: 3.2284 2020-07-03 07:08:22,723 - mmaction - INFO - Epoch [105][300/627] lr: 3.871e-02, eta: 1 day, 3:12:38, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5687, loss_cls: 3.1805, loss: 3.1805 2020-07-03 07:08:40,433 - mmaction - INFO - Epoch [105][320/627] lr: 3.871e-02, eta: 1 day, 3:12:13, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5354, loss_cls: 3.2551, loss: 3.2551 2020-07-03 07:08:58,177 - mmaction - INFO - Epoch [105][340/627] lr: 3.871e-02, eta: 1 day, 3:11:48, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5625, loss_cls: 3.1377, loss: 3.1377 2020-07-03 07:09:15,884 - mmaction - INFO - Epoch [105][360/627] lr: 3.871e-02, eta: 1 day, 3:11:23, time: 0.886, data_time: 0.004, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5375, loss_cls: 3.2228, loss: 3.2228 2020-07-03 07:09:33,604 - mmaction - INFO - Epoch [105][380/627] lr: 3.871e-02, eta: 1 day, 3:10:58, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5125, loss_cls: 3.2562, loss: 3.2562 2020-07-03 07:09:51,277 - mmaction - INFO - Epoch [105][400/627] lr: 3.871e-02, eta: 1 day, 3:10:32, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5563, loss_cls: 3.1888, loss: 3.1888 2020-07-03 07:10:09,017 - mmaction - INFO - Epoch [105][420/627] lr: 3.871e-02, eta: 1 day, 3:10:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5313, loss_cls: 3.2998, loss: 3.2998 2020-07-03 07:10:26,706 - mmaction - INFO - Epoch [105][440/627] lr: 3.871e-02, eta: 1 day, 3:09:42, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5521, loss_cls: 3.1058, loss: 3.1058 2020-07-03 07:10:44,415 - mmaction - INFO - Epoch [105][460/627] lr: 3.871e-02, eta: 1 day, 3:09:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5542, loss_cls: 3.1954, loss: 3.1954 2020-07-03 07:11:02,219 - mmaction - INFO - Epoch [105][480/627] lr: 3.871e-02, eta: 1 day, 3:08:52, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5313, loss_cls: 3.2586, loss: 3.2586 2020-07-03 07:11:19,980 - mmaction - INFO - Epoch [105][500/627] lr: 3.871e-02, eta: 1 day, 3:08:27, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5604, loss_cls: 3.1925, loss: 3.1925 2020-07-03 07:11:37,716 - mmaction - INFO - Epoch [105][520/627] lr: 3.871e-02, eta: 1 day, 3:08:02, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5667, loss_cls: 3.2207, loss: 3.2207 2020-07-03 07:11:55,393 - mmaction - INFO - Epoch [105][540/627] lr: 3.871e-02, eta: 1 day, 3:07:37, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5437, loss_cls: 3.3420, loss: 3.3420 2020-07-03 07:12:13,115 - mmaction - INFO - Epoch [105][560/627] lr: 3.871e-02, eta: 1 day, 3:07:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5021, loss_cls: 3.4476, loss: 3.4476 2020-07-03 07:12:30,850 - mmaction - INFO - Epoch [105][580/627] lr: 3.871e-02, eta: 1 day, 3:06:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5625, loss_cls: 3.2015, loss: 3.2015 2020-07-03 07:12:48,591 - mmaction - INFO - Epoch [105][600/627] lr: 3.871e-02, eta: 1 day, 3:06:21, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5292, loss_cls: 3.2784, loss: 3.2784 2020-07-03 07:13:06,280 - mmaction - INFO - Epoch [105][620/627] lr: 3.871e-02, eta: 1 day, 3:05:56, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5333, loss_cls: 3.2679, loss: 3.2679 2020-07-03 07:15:09,953 - mmaction - INFO - Epoch [106][20/627] lr: 3.836e-02, eta: 1 day, 3:07:42, time: 5.693, data_time: 4.756, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5354, loss_cls: 3.1687, loss: 3.1687 2020-07-03 07:15:27,477 - mmaction - INFO - Epoch [106][40/627] lr: 3.836e-02, eta: 1 day, 3:07:17, time: 0.877, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5375, loss_cls: 3.2529, loss: 3.2529 2020-07-03 07:15:45,099 - mmaction - INFO - Epoch [106][60/627] lr: 3.836e-02, eta: 1 day, 3:06:51, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5396, loss_cls: 3.2825, loss: 3.2825 2020-07-03 07:16:02,758 - mmaction - INFO - Epoch [106][80/627] lr: 3.836e-02, eta: 1 day, 3:06:26, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5479, loss_cls: 3.1624, loss: 3.1624 2020-07-03 07:16:20,428 - mmaction - INFO - Epoch [106][100/627] lr: 3.836e-02, eta: 1 day, 3:06:01, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5333, loss_cls: 3.2846, loss: 3.2846 2020-07-03 07:16:38,130 - mmaction - INFO - Epoch [106][120/627] lr: 3.836e-02, eta: 1 day, 3:05:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5583, loss_cls: 3.1933, loss: 3.1933 2020-07-03 07:16:55,835 - mmaction - INFO - Epoch [106][140/627] lr: 3.836e-02, eta: 1 day, 3:05:10, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5146, loss_cls: 3.2195, loss: 3.2195 2020-07-03 07:18:03,147 - mmaction - INFO - Epoch [106][160/627] lr: 3.836e-02, eta: 1 day, 3:06:02, time: 3.367, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5542, loss_cls: 3.2913, loss: 3.2913 2020-07-03 07:18:20,783 - mmaction - INFO - Epoch [106][180/627] lr: 3.836e-02, eta: 1 day, 3:05:37, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5250, loss_cls: 3.3314, loss: 3.3314 2020-07-03 07:18:38,401 - mmaction - INFO - Epoch [106][200/627] lr: 3.836e-02, eta: 1 day, 3:05:12, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5833, loss_cls: 3.0681, loss: 3.0681 2020-07-03 07:18:56,078 - mmaction - INFO - Epoch [106][220/627] lr: 3.836e-02, eta: 1 day, 3:04:46, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5562, loss_cls: 3.2140, loss: 3.2140 2020-07-03 07:19:13,722 - mmaction - INFO - Epoch [106][240/627] lr: 3.836e-02, eta: 1 day, 3:04:21, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5167, loss_cls: 3.3435, loss: 3.3435 2020-07-03 07:19:31,405 - mmaction - INFO - Epoch [106][260/627] lr: 3.836e-02, eta: 1 day, 3:03:56, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5375, loss_cls: 3.2326, loss: 3.2326 2020-07-03 07:19:49,145 - mmaction - INFO - Epoch [106][280/627] lr: 3.836e-02, eta: 1 day, 3:03:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5687, loss_cls: 3.0592, loss: 3.0592 2020-07-03 07:20:06,883 - mmaction - INFO - Epoch [106][300/627] lr: 3.836e-02, eta: 1 day, 3:03:06, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5563, loss_cls: 3.1431, loss: 3.1431 2020-07-03 07:20:24,572 - mmaction - INFO - Epoch [106][320/627] lr: 3.836e-02, eta: 1 day, 3:02:40, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5500, loss_cls: 3.2294, loss: 3.2294 2020-07-03 07:20:42,282 - mmaction - INFO - Epoch [106][340/627] lr: 3.836e-02, eta: 1 day, 3:02:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5833, loss_cls: 3.2199, loss: 3.2199 2020-07-03 07:21:00,022 - mmaction - INFO - Epoch [106][360/627] lr: 3.836e-02, eta: 1 day, 3:01:50, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5083, loss_cls: 3.4137, loss: 3.4137 2020-07-03 07:21:17,737 - mmaction - INFO - Epoch [106][380/627] lr: 3.836e-02, eta: 1 day, 3:01:25, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5292, loss_cls: 3.2030, loss: 3.2030 2020-07-03 07:21:35,465 - mmaction - INFO - Epoch [106][400/627] lr: 3.836e-02, eta: 1 day, 3:01:00, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5687, loss_cls: 3.1361, loss: 3.1361 2020-07-03 07:21:53,197 - mmaction - INFO - Epoch [106][420/627] lr: 3.836e-02, eta: 1 day, 3:00:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5792, loss_cls: 2.9953, loss: 2.9953 2020-07-03 07:22:10,935 - mmaction - INFO - Epoch [106][440/627] lr: 3.836e-02, eta: 1 day, 3:00:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5792, loss_cls: 3.1003, loss: 3.1003 2020-07-03 07:22:28,590 - mmaction - INFO - Epoch [106][460/627] lr: 3.836e-02, eta: 1 day, 2:59:45, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5500, loss_cls: 3.2030, loss: 3.2030 2020-07-03 07:22:46,327 - mmaction - INFO - Epoch [106][480/627] lr: 3.836e-02, eta: 1 day, 2:59:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5479, loss_cls: 3.2413, loss: 3.2413 2020-07-03 07:23:04,053 - mmaction - INFO - Epoch [106][500/627] lr: 3.836e-02, eta: 1 day, 2:58:54, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5354, loss_cls: 3.2606, loss: 3.2606 2020-07-03 07:23:21,761 - mmaction - INFO - Epoch [106][520/627] lr: 3.836e-02, eta: 1 day, 2:58:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5396, loss_cls: 3.1956, loss: 3.1956 2020-07-03 07:23:39,472 - mmaction - INFO - Epoch [106][540/627] lr: 3.836e-02, eta: 1 day, 2:58:04, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5458, loss_cls: 3.2060, loss: 3.2060 2020-07-03 07:23:57,169 - mmaction - INFO - Epoch [106][560/627] lr: 3.836e-02, eta: 1 day, 2:57:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5417, loss_cls: 3.2448, loss: 3.2448 2020-07-03 07:24:14,885 - mmaction - INFO - Epoch [106][580/627] lr: 3.836e-02, eta: 1 day, 2:57:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5604, loss_cls: 3.1529, loss: 3.1529 2020-07-03 07:24:32,646 - mmaction - INFO - Epoch [106][600/627] lr: 3.836e-02, eta: 1 day, 2:56:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5229, loss_cls: 3.3063, loss: 3.3063 2020-07-03 07:24:50,361 - mmaction - INFO - Epoch [106][620/627] lr: 3.836e-02, eta: 1 day, 2:56:24, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5667, loss_cls: 3.2704, loss: 3.2704 2020-07-03 07:26:36,206 - mmaction - INFO - Epoch [107][20/627] lr: 3.800e-02, eta: 1 day, 2:57:45, time: 4.948, data_time: 4.043, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5313, loss_cls: 3.3402, loss: 3.3402 2020-07-03 07:26:53,791 - mmaction - INFO - Epoch [107][40/627] lr: 3.800e-02, eta: 1 day, 2:57:20, time: 0.878, data_time: 0.004, memory: 8451, top1_acc: 0.2688, top5_acc: 0.5000, loss_cls: 3.4687, loss: 3.4687 2020-07-03 07:27:11,428 - mmaction - INFO - Epoch [107][60/627] lr: 3.800e-02, eta: 1 day, 2:56:54, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5354, loss_cls: 3.2601, loss: 3.2601 2020-07-03 07:27:29,115 - mmaction - INFO - Epoch [107][80/627] lr: 3.800e-02, eta: 1 day, 2:56:29, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5458, loss_cls: 3.2508, loss: 3.2508 2020-07-03 07:27:46,835 - mmaction - INFO - Epoch [107][100/627] lr: 3.800e-02, eta: 1 day, 2:56:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5417, loss_cls: 3.2355, loss: 3.2355 2020-07-03 07:28:04,487 - mmaction - INFO - Epoch [107][120/627] lr: 3.800e-02, eta: 1 day, 2:55:39, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5583, loss_cls: 3.1312, loss: 3.1312 2020-07-03 07:28:22,188 - mmaction - INFO - Epoch [107][140/627] lr: 3.800e-02, eta: 1 day, 2:55:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5500, loss_cls: 3.2046, loss: 3.2046 2020-07-03 07:28:39,899 - mmaction - INFO - Epoch [107][160/627] lr: 3.800e-02, eta: 1 day, 2:54:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2937, top5_acc: 0.5354, loss_cls: 3.3277, loss: 3.3277 2020-07-03 07:28:57,649 - mmaction - INFO - Epoch [107][180/627] lr: 3.800e-02, eta: 1 day, 2:54:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5167, loss_cls: 3.2516, loss: 3.2516 2020-07-03 07:29:15,364 - mmaction - INFO - Epoch [107][200/627] lr: 3.800e-02, eta: 1 day, 2:53:59, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5708, loss_cls: 3.1031, loss: 3.1031 2020-07-03 07:29:33,082 - mmaction - INFO - Epoch [107][220/627] lr: 3.800e-02, eta: 1 day, 2:53:33, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5438, loss_cls: 3.1939, loss: 3.1939 2020-07-03 07:29:50,786 - mmaction - INFO - Epoch [107][240/627] lr: 3.800e-02, eta: 1 day, 2:53:08, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5833, loss_cls: 3.1593, loss: 3.1593 2020-07-03 07:30:10,885 - mmaction - INFO - Epoch [107][260/627] lr: 3.800e-02, eta: 1 day, 2:52:47, time: 1.003, data_time: 0.002, memory: 8451, top1_acc: 0.2813, top5_acc: 0.5333, loss_cls: 3.3626, loss: 3.3626 2020-07-03 07:30:28,549 - mmaction - INFO - Epoch [107][280/627] lr: 3.800e-02, eta: 1 day, 2:52:22, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5604, loss_cls: 3.1351, loss: 3.1351 2020-07-03 07:30:46,255 - mmaction - INFO - Epoch [107][300/627] lr: 3.800e-02, eta: 1 day, 2:51:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5708, loss_cls: 3.1884, loss: 3.1884 2020-07-03 07:31:03,948 - mmaction - INFO - Epoch [107][320/627] lr: 3.800e-02, eta: 1 day, 2:51:32, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5542, loss_cls: 3.1733, loss: 3.1733 2020-07-03 07:31:21,698 - mmaction - INFO - Epoch [107][340/627] lr: 3.800e-02, eta: 1 day, 2:51:07, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5583, loss_cls: 3.1355, loss: 3.1355 2020-07-03 07:31:39,447 - mmaction - INFO - Epoch [107][360/627] lr: 3.800e-02, eta: 1 day, 2:50:42, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5563, loss_cls: 3.1249, loss: 3.1249 2020-07-03 07:31:57,149 - mmaction - INFO - Epoch [107][380/627] lr: 3.800e-02, eta: 1 day, 2:50:16, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2646, top5_acc: 0.4979, loss_cls: 3.4477, loss: 3.4477 2020-07-03 07:32:14,914 - mmaction - INFO - Epoch [107][400/627] lr: 3.800e-02, eta: 1 day, 2:49:52, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5292, loss_cls: 3.1565, loss: 3.1565 2020-07-03 07:32:32,703 - mmaction - INFO - Epoch [107][420/627] lr: 3.800e-02, eta: 1 day, 2:49:27, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5604, loss_cls: 3.1081, loss: 3.1081 2020-07-03 07:32:50,443 - mmaction - INFO - Epoch [107][440/627] lr: 3.800e-02, eta: 1 day, 2:49:02, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5604, loss_cls: 3.1874, loss: 3.1874 2020-07-03 07:33:08,148 - mmaction - INFO - Epoch [107][460/627] lr: 3.800e-02, eta: 1 day, 2:48:37, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5771, loss_cls: 3.1645, loss: 3.1645 2020-07-03 07:33:25,934 - mmaction - INFO - Epoch [107][480/627] lr: 3.800e-02, eta: 1 day, 2:48:12, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5333, loss_cls: 3.2739, loss: 3.2739 2020-07-03 07:33:43,661 - mmaction - INFO - Epoch [107][500/627] lr: 3.800e-02, eta: 1 day, 2:47:47, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5458, loss_cls: 3.1169, loss: 3.1169 2020-07-03 07:34:01,378 - mmaction - INFO - Epoch [107][520/627] lr: 3.800e-02, eta: 1 day, 2:47:22, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5292, loss_cls: 3.2239, loss: 3.2239 2020-07-03 07:34:19,072 - mmaction - INFO - Epoch [107][540/627] lr: 3.800e-02, eta: 1 day, 2:46:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5438, loss_cls: 3.1961, loss: 3.1961 2020-07-03 07:34:36,788 - mmaction - INFO - Epoch [107][560/627] lr: 3.800e-02, eta: 1 day, 2:46:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5479, loss_cls: 3.1584, loss: 3.1584 2020-07-03 07:34:54,527 - mmaction - INFO - Epoch [107][580/627] lr: 3.800e-02, eta: 1 day, 2:46:07, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5542, loss_cls: 3.1291, loss: 3.1291 2020-07-03 07:35:12,248 - mmaction - INFO - Epoch [107][600/627] lr: 3.800e-02, eta: 1 day, 2:45:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5146, loss_cls: 3.3297, loss: 3.3297 2020-07-03 07:35:29,952 - mmaction - INFO - Epoch [107][620/627] lr: 3.800e-02, eta: 1 day, 2:45:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5375, loss_cls: 3.1172, loss: 3.1172 2020-07-03 07:37:31,050 - mmaction - INFO - Epoch [108][20/627] lr: 3.765e-02, eta: 1 day, 2:46:56, time: 5.632, data_time: 4.084, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5396, loss_cls: 3.2965, loss: 3.2965 2020-07-03 07:37:48,668 - mmaction - INFO - Epoch [108][40/627] lr: 3.765e-02, eta: 1 day, 2:46:31, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5833, loss_cls: 3.1018, loss: 3.1018 2020-07-03 07:38:06,312 - mmaction - INFO - Epoch [108][60/627] lr: 3.765e-02, eta: 1 day, 2:46:06, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5729, loss_cls: 3.0420, loss: 3.0420 2020-07-03 07:38:23,975 - mmaction - INFO - Epoch [108][80/627] lr: 3.765e-02, eta: 1 day, 2:45:41, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5854, loss_cls: 3.1242, loss: 3.1242 2020-07-03 07:38:41,669 - mmaction - INFO - Epoch [108][100/627] lr: 3.765e-02, eta: 1 day, 2:45:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5667, loss_cls: 3.0947, loss: 3.0947 2020-07-03 07:38:59,338 - mmaction - INFO - Epoch [108][120/627] lr: 3.765e-02, eta: 1 day, 2:44:51, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5708, loss_cls: 3.1077, loss: 3.1077 2020-07-03 07:39:17,041 - mmaction - INFO - Epoch [108][140/627] lr: 3.765e-02, eta: 1 day, 2:44:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.6042, loss_cls: 3.0286, loss: 3.0286 2020-07-03 07:39:34,749 - mmaction - INFO - Epoch [108][160/627] lr: 3.765e-02, eta: 1 day, 2:44:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5687, loss_cls: 3.0796, loss: 3.0796 2020-07-03 07:39:52,461 - mmaction - INFO - Epoch [108][180/627] lr: 3.765e-02, eta: 1 day, 2:43:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5479, loss_cls: 3.2806, loss: 3.2806 2020-07-03 07:40:11,448 - mmaction - INFO - Epoch [108][200/627] lr: 3.765e-02, eta: 1 day, 2:43:12, time: 0.949, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5458, loss_cls: 3.1330, loss: 3.1330 2020-07-03 07:40:29,166 - mmaction - INFO - Epoch [108][220/627] lr: 3.765e-02, eta: 1 day, 2:42:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5271, loss_cls: 3.2053, loss: 3.2053 2020-07-03 07:40:46,885 - mmaction - INFO - Epoch [108][240/627] lr: 3.765e-02, eta: 1 day, 2:42:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5208, loss_cls: 3.3974, loss: 3.3974 2020-07-03 07:41:04,610 - mmaction - INFO - Epoch [108][260/627] lr: 3.765e-02, eta: 1 day, 2:41:58, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5667, loss_cls: 3.1843, loss: 3.1843 2020-07-03 07:41:22,337 - mmaction - INFO - Epoch [108][280/627] lr: 3.765e-02, eta: 1 day, 2:41:33, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5542, loss_cls: 3.2494, loss: 3.2494 2020-07-03 07:41:40,112 - mmaction - INFO - Epoch [108][300/627] lr: 3.765e-02, eta: 1 day, 2:41:08, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5271, loss_cls: 3.2734, loss: 3.2734 2020-07-03 07:41:57,799 - mmaction - INFO - Epoch [108][320/627] lr: 3.765e-02, eta: 1 day, 2:40:43, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5500, loss_cls: 3.2165, loss: 3.2165 2020-07-03 07:42:15,515 - mmaction - INFO - Epoch [108][340/627] lr: 3.765e-02, eta: 1 day, 2:40:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5875, loss_cls: 3.0708, loss: 3.0708 2020-07-03 07:42:33,261 - mmaction - INFO - Epoch [108][360/627] lr: 3.765e-02, eta: 1 day, 2:39:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5833, loss_cls: 3.1331, loss: 3.1331 2020-07-03 07:42:51,019 - mmaction - INFO - Epoch [108][380/627] lr: 3.765e-02, eta: 1 day, 2:39:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5250, loss_cls: 3.2188, loss: 3.2188 2020-07-03 07:43:08,692 - mmaction - INFO - Epoch [108][400/627] lr: 3.765e-02, eta: 1 day, 2:39:03, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5104, loss_cls: 3.3899, loss: 3.3899 2020-07-03 07:43:26,459 - mmaction - INFO - Epoch [108][420/627] lr: 3.765e-02, eta: 1 day, 2:38:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5271, loss_cls: 3.3555, loss: 3.3555 2020-07-03 07:43:44,210 - mmaction - INFO - Epoch [108][440/627] lr: 3.765e-02, eta: 1 day, 2:38:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5229, loss_cls: 3.2766, loss: 3.2766 2020-07-03 07:44:01,926 - mmaction - INFO - Epoch [108][460/627] lr: 3.765e-02, eta: 1 day, 2:37:48, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5604, loss_cls: 3.1572, loss: 3.1572 2020-07-03 07:44:19,641 - mmaction - INFO - Epoch [108][480/627] lr: 3.765e-02, eta: 1 day, 2:37:23, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.4875, loss_cls: 3.4960, loss: 3.4960 2020-07-03 07:44:37,376 - mmaction - INFO - Epoch [108][500/627] lr: 3.765e-02, eta: 1 day, 2:36:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5792, loss_cls: 3.0587, loss: 3.0587 2020-07-03 07:44:55,094 - mmaction - INFO - Epoch [108][520/627] lr: 3.765e-02, eta: 1 day, 2:36:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5271, loss_cls: 3.2619, loss: 3.2619 2020-07-03 07:45:12,865 - mmaction - INFO - Epoch [108][540/627] lr: 3.765e-02, eta: 1 day, 2:36:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5292, loss_cls: 3.2801, loss: 3.2801 2020-07-03 07:45:30,592 - mmaction - INFO - Epoch [108][560/627] lr: 3.765e-02, eta: 1 day, 2:35:43, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5188, loss_cls: 3.3097, loss: 3.3097 2020-07-03 07:45:48,304 - mmaction - INFO - Epoch [108][580/627] lr: 3.765e-02, eta: 1 day, 2:35:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5396, loss_cls: 3.1465, loss: 3.1465 2020-07-03 07:46:06,003 - mmaction - INFO - Epoch [108][600/627] lr: 3.765e-02, eta: 1 day, 2:34:54, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5604, loss_cls: 3.0493, loss: 3.0493 2020-07-03 07:46:23,732 - mmaction - INFO - Epoch [108][620/627] lr: 3.765e-02, eta: 1 day, 2:34:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5104, loss_cls: 3.3342, loss: 3.3342 2020-07-03 07:48:26,098 - mmaction - INFO - Epoch [109][20/627] lr: 3.729e-02, eta: 1 day, 2:36:10, time: 5.775, data_time: 4.042, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5563, loss_cls: 3.1877, loss: 3.1877 2020-07-03 07:48:43,782 - mmaction - INFO - Epoch [109][40/627] lr: 3.729e-02, eta: 1 day, 2:35:45, time: 0.883, data_time: 0.004, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5646, loss_cls: 2.9590, loss: 2.9590 2020-07-03 07:49:01,374 - mmaction - INFO - Epoch [109][60/627] lr: 3.729e-02, eta: 1 day, 2:35:20, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5104, loss_cls: 3.3233, loss: 3.3233 2020-07-03 07:49:19,025 - mmaction - INFO - Epoch [109][80/627] lr: 3.729e-02, eta: 1 day, 2:34:55, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5250, loss_cls: 3.2739, loss: 3.2739 2020-07-03 07:49:36,653 - mmaction - INFO - Epoch [109][100/627] lr: 3.729e-02, eta: 1 day, 2:34:30, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5125, loss_cls: 3.4168, loss: 3.4168 2020-07-03 07:49:54,314 - mmaction - INFO - Epoch [109][120/627] lr: 3.729e-02, eta: 1 day, 2:34:05, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5479, loss_cls: 3.2591, loss: 3.2591 2020-07-03 07:50:12,044 - mmaction - INFO - Epoch [109][140/627] lr: 3.729e-02, eta: 1 day, 2:33:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5250, loss_cls: 3.2108, loss: 3.2108 2020-07-03 07:50:29,728 - mmaction - INFO - Epoch [109][160/627] lr: 3.729e-02, eta: 1 day, 2:33:15, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5208, loss_cls: 3.2102, loss: 3.2102 2020-07-03 07:50:47,472 - mmaction - INFO - Epoch [109][180/627] lr: 3.729e-02, eta: 1 day, 2:32:50, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5812, loss_cls: 3.1509, loss: 3.1509 2020-07-03 07:51:05,153 - mmaction - INFO - Epoch [109][200/627] lr: 3.729e-02, eta: 1 day, 2:32:25, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5437, loss_cls: 3.2305, loss: 3.2305 2020-07-03 07:51:22,874 - mmaction - INFO - Epoch [109][220/627] lr: 3.729e-02, eta: 1 day, 2:32:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5500, loss_cls: 3.2159, loss: 3.2159 2020-07-03 07:51:40,600 - mmaction - INFO - Epoch [109][240/627] lr: 3.729e-02, eta: 1 day, 2:31:35, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5458, loss_cls: 3.2090, loss: 3.2090 2020-07-03 07:51:58,320 - mmaction - INFO - Epoch [109][260/627] lr: 3.729e-02, eta: 1 day, 2:31:11, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5688, loss_cls: 3.1158, loss: 3.1158 2020-07-03 07:52:16,041 - mmaction - INFO - Epoch [109][280/627] lr: 3.729e-02, eta: 1 day, 2:30:46, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5667, loss_cls: 3.1304, loss: 3.1304 2020-07-03 07:52:33,835 - mmaction - INFO - Epoch [109][300/627] lr: 3.729e-02, eta: 1 day, 2:30:21, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5562, loss_cls: 3.2090, loss: 3.2090 2020-07-03 07:52:51,528 - mmaction - INFO - Epoch [109][320/627] lr: 3.729e-02, eta: 1 day, 2:29:56, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5729, loss_cls: 3.1174, loss: 3.1174 2020-07-03 07:53:09,216 - mmaction - INFO - Epoch [109][340/627] lr: 3.729e-02, eta: 1 day, 2:29:31, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5167, loss_cls: 3.3303, loss: 3.3303 2020-07-03 07:53:27,002 - mmaction - INFO - Epoch [109][360/627] lr: 3.729e-02, eta: 1 day, 2:29:06, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5229, loss_cls: 3.3570, loss: 3.3570 2020-07-03 07:53:44,753 - mmaction - INFO - Epoch [109][380/627] lr: 3.729e-02, eta: 1 day, 2:28:41, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5188, loss_cls: 3.3015, loss: 3.3015 2020-07-03 07:54:02,509 - mmaction - INFO - Epoch [109][400/627] lr: 3.729e-02, eta: 1 day, 2:28:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5271, loss_cls: 3.2973, loss: 3.2973 2020-07-03 07:54:20,215 - mmaction - INFO - Epoch [109][420/627] lr: 3.729e-02, eta: 1 day, 2:27:52, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5333, loss_cls: 3.2808, loss: 3.2808 2020-07-03 07:54:37,943 - mmaction - INFO - Epoch [109][440/627] lr: 3.729e-02, eta: 1 day, 2:27:27, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5292, loss_cls: 3.2638, loss: 3.2638 2020-07-03 07:54:55,639 - mmaction - INFO - Epoch [109][460/627] lr: 3.729e-02, eta: 1 day, 2:27:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5750, loss_cls: 3.0717, loss: 3.0717 2020-07-03 07:55:13,394 - mmaction - INFO - Epoch [109][480/627] lr: 3.729e-02, eta: 1 day, 2:26:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5583, loss_cls: 3.2107, loss: 3.2107 2020-07-03 07:55:31,136 - mmaction - INFO - Epoch [109][500/627] lr: 3.729e-02, eta: 1 day, 2:26:12, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5396, loss_cls: 3.3169, loss: 3.3169 2020-07-03 07:55:48,873 - mmaction - INFO - Epoch [109][520/627] lr: 3.729e-02, eta: 1 day, 2:25:47, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5562, loss_cls: 3.2061, loss: 3.2061 2020-07-03 07:56:06,586 - mmaction - INFO - Epoch [109][540/627] lr: 3.729e-02, eta: 1 day, 2:25:22, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5813, loss_cls: 3.0297, loss: 3.0297 2020-07-03 07:56:24,324 - mmaction - INFO - Epoch [109][560/627] lr: 3.729e-02, eta: 1 day, 2:24:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5521, loss_cls: 3.1633, loss: 3.1633 2020-07-03 07:56:42,087 - mmaction - INFO - Epoch [109][580/627] lr: 3.729e-02, eta: 1 day, 2:24:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5708, loss_cls: 3.1036, loss: 3.1036 2020-07-03 07:56:59,856 - mmaction - INFO - Epoch [109][600/627] lr: 3.729e-02, eta: 1 day, 2:24:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5479, loss_cls: 3.1889, loss: 3.1889 2020-07-03 07:57:17,600 - mmaction - INFO - Epoch [109][620/627] lr: 3.729e-02, eta: 1 day, 2:23:43, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0898, loss: 3.0898 2020-07-03 07:59:05,758 - mmaction - INFO - Epoch [110][20/627] lr: 3.693e-02, eta: 1 day, 2:25:02, time: 5.051, data_time: 4.142, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5396, loss_cls: 3.2451, loss: 3.2451 2020-07-03 07:59:23,379 - mmaction - INFO - Epoch [110][40/627] lr: 3.693e-02, eta: 1 day, 2:24:37, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5688, loss_cls: 3.0981, loss: 3.0981 2020-07-03 07:59:40,982 - mmaction - INFO - Epoch [110][60/627] lr: 3.693e-02, eta: 1 day, 2:24:12, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5729, loss_cls: 3.0789, loss: 3.0789 2020-07-03 07:59:58,658 - mmaction - INFO - Epoch [110][80/627] lr: 3.693e-02, eta: 1 day, 2:23:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5375, loss_cls: 3.3139, loss: 3.3139 2020-07-03 08:00:26,460 - mmaction - INFO - Epoch [110][100/627] lr: 3.693e-02, eta: 1 day, 2:23:36, time: 1.384, data_time: 0.005, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5604, loss_cls: 3.1955, loss: 3.1955 2020-07-03 08:00:44,184 - mmaction - INFO - Epoch [110][120/627] lr: 3.693e-02, eta: 1 day, 2:23:12, time: 0.892, data_time: 0.011, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5979, loss_cls: 2.9948, loss: 2.9948 2020-07-03 08:01:01,914 - mmaction - INFO - Epoch [110][140/627] lr: 3.693e-02, eta: 1 day, 2:22:47, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5438, loss_cls: 3.1994, loss: 3.1994 2020-07-03 08:01:19,684 - mmaction - INFO - Epoch [110][160/627] lr: 3.693e-02, eta: 1 day, 2:22:22, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5854, loss_cls: 3.0655, loss: 3.0655 2020-07-03 08:01:37,399 - mmaction - INFO - Epoch [110][180/627] lr: 3.693e-02, eta: 1 day, 2:21:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5396, loss_cls: 3.2105, loss: 3.2105 2020-07-03 08:01:55,137 - mmaction - INFO - Epoch [110][200/627] lr: 3.693e-02, eta: 1 day, 2:21:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5500, loss_cls: 3.1705, loss: 3.1705 2020-07-03 08:02:12,855 - mmaction - INFO - Epoch [110][220/627] lr: 3.693e-02, eta: 1 day, 2:21:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5354, loss_cls: 3.2589, loss: 3.2589 2020-07-03 08:02:30,597 - mmaction - INFO - Epoch [110][240/627] lr: 3.693e-02, eta: 1 day, 2:20:43, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5250, loss_cls: 3.2636, loss: 3.2636 2020-07-03 08:02:48,326 - mmaction - INFO - Epoch [110][260/627] lr: 3.693e-02, eta: 1 day, 2:20:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5521, loss_cls: 3.2753, loss: 3.2753 2020-07-03 08:03:06,069 - mmaction - INFO - Epoch [110][280/627] lr: 3.693e-02, eta: 1 day, 2:19:53, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5375, loss_cls: 3.1458, loss: 3.1458 2020-07-03 08:03:23,822 - mmaction - INFO - Epoch [110][300/627] lr: 3.693e-02, eta: 1 day, 2:19:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5458, loss_cls: 3.2570, loss: 3.2570 2020-07-03 08:03:41,561 - mmaction - INFO - Epoch [110][320/627] lr: 3.693e-02, eta: 1 day, 2:19:03, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5500, loss_cls: 3.3204, loss: 3.3204 2020-07-03 08:03:59,253 - mmaction - INFO - Epoch [110][340/627] lr: 3.693e-02, eta: 1 day, 2:18:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5438, loss_cls: 3.1999, loss: 3.1999 2020-07-03 08:04:16,966 - mmaction - INFO - Epoch [110][360/627] lr: 3.693e-02, eta: 1 day, 2:18:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5521, loss_cls: 3.2100, loss: 3.2100 2020-07-03 08:04:34,686 - mmaction - INFO - Epoch [110][380/627] lr: 3.693e-02, eta: 1 day, 2:17:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.2037, loss: 3.2037 2020-07-03 08:04:52,401 - mmaction - INFO - Epoch [110][400/627] lr: 3.693e-02, eta: 1 day, 2:17:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5437, loss_cls: 3.1954, loss: 3.1954 2020-07-03 08:05:10,091 - mmaction - INFO - Epoch [110][420/627] lr: 3.693e-02, eta: 1 day, 2:16:59, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5333, loss_cls: 3.2434, loss: 3.2434 2020-07-03 08:05:27,807 - mmaction - INFO - Epoch [110][440/627] lr: 3.693e-02, eta: 1 day, 2:16:34, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5167, loss_cls: 3.3773, loss: 3.3773 2020-07-03 08:05:45,549 - mmaction - INFO - Epoch [110][460/627] lr: 3.693e-02, eta: 1 day, 2:16:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5521, loss_cls: 3.2145, loss: 3.2145 2020-07-03 08:06:03,239 - mmaction - INFO - Epoch [110][480/627] lr: 3.693e-02, eta: 1 day, 2:15:45, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5583, loss_cls: 3.1616, loss: 3.1616 2020-07-03 08:06:20,983 - mmaction - INFO - Epoch [110][500/627] lr: 3.693e-02, eta: 1 day, 2:15:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9576, loss: 2.9576 2020-07-03 08:06:38,755 - mmaction - INFO - Epoch [110][520/627] lr: 3.693e-02, eta: 1 day, 2:14:55, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5542, loss_cls: 3.1941, loss: 3.1941 2020-07-03 08:06:56,487 - mmaction - INFO - Epoch [110][540/627] lr: 3.693e-02, eta: 1 day, 2:14:31, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.4896, loss_cls: 3.4892, loss: 3.4892 2020-07-03 08:07:14,237 - mmaction - INFO - Epoch [110][560/627] lr: 3.693e-02, eta: 1 day, 2:14:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5458, loss_cls: 3.0990, loss: 3.0990 2020-07-03 08:07:32,061 - mmaction - INFO - Epoch [110][580/627] lr: 3.693e-02, eta: 1 day, 2:13:41, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5354, loss_cls: 3.2357, loss: 3.2357 2020-07-03 08:07:49,997 - mmaction - INFO - Epoch [110][600/627] lr: 3.693e-02, eta: 1 day, 2:13:17, time: 0.901, data_time: 0.015, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5500, loss_cls: 3.1330, loss: 3.1330 2020-07-03 08:08:07,912 - mmaction - INFO - Epoch [110][620/627] lr: 3.693e-02, eta: 1 day, 2:12:52, time: 0.894, data_time: 0.013, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5729, loss_cls: 3.0583, loss: 3.0583 2020-07-03 08:11:23,462 - mmaction - INFO - Epoch [111][20/627] lr: 3.657e-02, eta: 1 day, 2:16:07, time: 9.160, data_time: 8.199, memory: 8451, top1_acc: 0.3479, top5_acc: 0.6042, loss_cls: 3.0354, loss: 3.0354 2020-07-03 08:11:41,050 - mmaction - INFO - Epoch [111][40/627] lr: 3.657e-02, eta: 1 day, 2:15:42, time: 0.880, data_time: 0.005, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5000, loss_cls: 3.3654, loss: 3.3654 2020-07-03 08:11:58,652 - mmaction - INFO - Epoch [111][60/627] lr: 3.657e-02, eta: 1 day, 2:15:17, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5292, loss_cls: 3.2708, loss: 3.2708 2020-07-03 08:12:16,289 - mmaction - INFO - Epoch [111][80/627] lr: 3.657e-02, eta: 1 day, 2:14:52, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5083, loss_cls: 3.3571, loss: 3.3571 2020-07-03 08:12:33,941 - mmaction - INFO - Epoch [111][100/627] lr: 3.657e-02, eta: 1 day, 2:14:27, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5771, loss_cls: 3.0553, loss: 3.0553 2020-07-03 08:12:51,677 - mmaction - INFO - Epoch [111][120/627] lr: 3.657e-02, eta: 1 day, 2:14:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5958, loss_cls: 3.0396, loss: 3.0396 2020-07-03 08:13:09,427 - mmaction - INFO - Epoch [111][140/627] lr: 3.657e-02, eta: 1 day, 2:13:37, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5583, loss_cls: 3.1608, loss: 3.1608 2020-07-03 08:13:27,093 - mmaction - INFO - Epoch [111][160/627] lr: 3.657e-02, eta: 1 day, 2:13:12, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5437, loss_cls: 3.1734, loss: 3.1734 2020-07-03 08:13:44,802 - mmaction - INFO - Epoch [111][180/627] lr: 3.657e-02, eta: 1 day, 2:12:47, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5396, loss_cls: 3.1967, loss: 3.1967 2020-07-03 08:14:02,497 - mmaction - INFO - Epoch [111][200/627] lr: 3.657e-02, eta: 1 day, 2:12:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5708, loss_cls: 3.1964, loss: 3.1964 2020-07-03 08:14:20,217 - mmaction - INFO - Epoch [111][220/627] lr: 3.657e-02, eta: 1 day, 2:11:57, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5708, loss_cls: 3.0903, loss: 3.0903 2020-07-03 08:14:37,932 - mmaction - INFO - Epoch [111][240/627] lr: 3.657e-02, eta: 1 day, 2:11:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5563, loss_cls: 3.1297, loss: 3.1297 2020-07-03 08:14:55,606 - mmaction - INFO - Epoch [111][260/627] lr: 3.657e-02, eta: 1 day, 2:11:08, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5729, loss_cls: 3.1754, loss: 3.1754 2020-07-03 08:15:15,624 - mmaction - INFO - Epoch [111][280/627] lr: 3.657e-02, eta: 1 day, 2:10:46, time: 0.998, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5438, loss_cls: 3.3007, loss: 3.3007 2020-07-03 08:15:33,377 - mmaction - INFO - Epoch [111][300/627] lr: 3.657e-02, eta: 1 day, 2:10:21, time: 0.891, data_time: 0.005, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5625, loss_cls: 3.0717, loss: 3.0717 2020-07-03 08:15:51,101 - mmaction - INFO - Epoch [111][320/627] lr: 3.657e-02, eta: 1 day, 2:09:57, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5979, loss_cls: 3.0154, loss: 3.0154 2020-07-03 08:16:08,841 - mmaction - INFO - Epoch [111][340/627] lr: 3.657e-02, eta: 1 day, 2:09:32, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5208, loss_cls: 3.3388, loss: 3.3388 2020-07-03 08:16:26,567 - mmaction - INFO - Epoch [111][360/627] lr: 3.657e-02, eta: 1 day, 2:09:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5646, loss_cls: 3.1362, loss: 3.1362 2020-07-03 08:16:44,311 - mmaction - INFO - Epoch [111][380/627] lr: 3.657e-02, eta: 1 day, 2:08:42, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5813, loss_cls: 3.0587, loss: 3.0587 2020-07-03 08:17:02,047 - mmaction - INFO - Epoch [111][400/627] lr: 3.657e-02, eta: 1 day, 2:08:17, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.4958, loss_cls: 3.3970, loss: 3.3970 2020-07-03 08:17:19,772 - mmaction - INFO - Epoch [111][420/627] lr: 3.657e-02, eta: 1 day, 2:07:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5375, loss_cls: 3.3647, loss: 3.3647 2020-07-03 08:17:37,508 - mmaction - INFO - Epoch [111][440/627] lr: 3.657e-02, eta: 1 day, 2:07:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5438, loss_cls: 3.2020, loss: 3.2020 2020-07-03 08:17:55,269 - mmaction - INFO - Epoch [111][460/627] lr: 3.657e-02, eta: 1 day, 2:07:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5500, loss_cls: 3.2603, loss: 3.2603 2020-07-03 08:18:13,017 - mmaction - INFO - Epoch [111][480/627] lr: 3.657e-02, eta: 1 day, 2:06:38, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5479, loss_cls: 3.1678, loss: 3.1678 2020-07-03 08:18:30,794 - mmaction - INFO - Epoch [111][500/627] lr: 3.657e-02, eta: 1 day, 2:06:14, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5292, loss_cls: 3.2980, loss: 3.2980 2020-07-03 08:18:48,462 - mmaction - INFO - Epoch [111][520/627] lr: 3.657e-02, eta: 1 day, 2:05:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3437, top5_acc: 0.6000, loss_cls: 2.9320, loss: 2.9320 2020-07-03 08:19:06,169 - mmaction - INFO - Epoch [111][540/627] lr: 3.657e-02, eta: 1 day, 2:05:24, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5167, loss_cls: 3.2436, loss: 3.2436 2020-07-03 08:19:23,901 - mmaction - INFO - Epoch [111][560/627] lr: 3.657e-02, eta: 1 day, 2:04:59, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5646, loss_cls: 3.0598, loss: 3.0598 2020-07-03 08:19:41,639 - mmaction - INFO - Epoch [111][580/627] lr: 3.657e-02, eta: 1 day, 2:04:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2729, top5_acc: 0.5354, loss_cls: 3.4348, loss: 3.4348 2020-07-03 08:19:59,363 - mmaction - INFO - Epoch [111][600/627] lr: 3.657e-02, eta: 1 day, 2:04:10, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5375, loss_cls: 3.1866, loss: 3.1866 2020-07-03 08:20:17,087 - mmaction - INFO - Epoch [111][620/627] lr: 3.657e-02, eta: 1 day, 2:03:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5604, loss_cls: 3.1025, loss: 3.1025 2020-07-03 08:22:22,475 - mmaction - INFO - Epoch [112][20/627] lr: 3.621e-02, eta: 1 day, 2:05:20, time: 5.739, data_time: 4.828, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5667, loss_cls: 3.0522, loss: 3.0522 2020-07-03 08:22:40,134 - mmaction - INFO - Epoch [112][40/627] lr: 3.621e-02, eta: 1 day, 2:04:55, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5458, loss_cls: 3.1781, loss: 3.1781 2020-07-03 08:22:57,832 - mmaction - INFO - Epoch [112][60/627] lr: 3.621e-02, eta: 1 day, 2:04:30, time: 0.886, data_time: 0.008, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5271, loss_cls: 3.2053, loss: 3.2053 2020-07-03 08:23:15,499 - mmaction - INFO - Epoch [112][80/627] lr: 3.621e-02, eta: 1 day, 2:04:05, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5479, loss_cls: 3.1701, loss: 3.1701 2020-07-03 08:23:33,160 - mmaction - INFO - Epoch [112][100/627] lr: 3.621e-02, eta: 1 day, 2:03:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5479, loss_cls: 3.1951, loss: 3.1951 2020-07-03 08:23:50,868 - mmaction - INFO - Epoch [112][120/627] lr: 3.621e-02, eta: 1 day, 2:03:15, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5667, loss_cls: 3.1458, loss: 3.1458 2020-07-03 08:24:08,601 - mmaction - INFO - Epoch [112][140/627] lr: 3.621e-02, eta: 1 day, 2:02:51, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5771, loss_cls: 3.1554, loss: 3.1554 2020-07-03 08:24:26,273 - mmaction - INFO - Epoch [112][160/627] lr: 3.621e-02, eta: 1 day, 2:02:26, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5583, loss_cls: 3.1163, loss: 3.1163 2020-07-03 08:24:44,004 - mmaction - INFO - Epoch [112][180/627] lr: 3.621e-02, eta: 1 day, 2:02:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5562, loss_cls: 3.0917, loss: 3.0917 2020-07-03 08:25:01,736 - mmaction - INFO - Epoch [112][200/627] lr: 3.621e-02, eta: 1 day, 2:01:36, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5771, loss_cls: 3.0544, loss: 3.0544 2020-07-03 08:25:19,889 - mmaction - INFO - Epoch [112][220/627] lr: 3.621e-02, eta: 1 day, 2:01:12, time: 0.907, data_time: 0.001, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5813, loss_cls: 3.1176, loss: 3.1176 2020-07-03 08:25:37,573 - mmaction - INFO - Epoch [112][240/627] lr: 3.621e-02, eta: 1 day, 2:00:47, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5521, loss_cls: 3.0892, loss: 3.0892 2020-07-03 08:25:55,249 - mmaction - INFO - Epoch [112][260/627] lr: 3.621e-02, eta: 1 day, 2:00:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5354, loss_cls: 3.2238, loss: 3.2238 2020-07-03 08:26:12,967 - mmaction - INFO - Epoch [112][280/627] lr: 3.621e-02, eta: 1 day, 1:59:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5417, loss_cls: 3.2272, loss: 3.2272 2020-07-03 08:26:30,686 - mmaction - INFO - Epoch [112][300/627] lr: 3.621e-02, eta: 1 day, 1:59:33, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5396, loss_cls: 3.2014, loss: 3.2014 2020-07-03 08:26:48,413 - mmaction - INFO - Epoch [112][320/627] lr: 3.621e-02, eta: 1 day, 1:59:08, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5417, loss_cls: 3.1602, loss: 3.1602 2020-07-03 08:27:06,138 - mmaction - INFO - Epoch [112][340/627] lr: 3.621e-02, eta: 1 day, 1:58:43, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5458, loss_cls: 3.1267, loss: 3.1267 2020-07-03 08:27:23,867 - mmaction - INFO - Epoch [112][360/627] lr: 3.621e-02, eta: 1 day, 1:58:19, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5833, loss_cls: 3.0610, loss: 3.0610 2020-07-03 08:27:41,546 - mmaction - INFO - Epoch [112][380/627] lr: 3.621e-02, eta: 1 day, 1:57:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2296, loss: 3.2296 2020-07-03 08:27:59,214 - mmaction - INFO - Epoch [112][400/627] lr: 3.621e-02, eta: 1 day, 1:57:29, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5896, loss_cls: 2.9661, loss: 2.9661 2020-07-03 08:28:16,935 - mmaction - INFO - Epoch [112][420/627] lr: 3.621e-02, eta: 1 day, 1:57:04, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5521, loss_cls: 3.2422, loss: 3.2422 2020-07-03 08:28:34,648 - mmaction - INFO - Epoch [112][440/627] lr: 3.621e-02, eta: 1 day, 1:56:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5500, loss_cls: 3.2119, loss: 3.2119 2020-07-03 08:28:52,345 - mmaction - INFO - Epoch [112][460/627] lr: 3.621e-02, eta: 1 day, 1:56:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5354, loss_cls: 3.2107, loss: 3.2107 2020-07-03 08:29:10,059 - mmaction - INFO - Epoch [112][480/627] lr: 3.621e-02, eta: 1 day, 1:55:50, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5583, loss_cls: 3.2703, loss: 3.2703 2020-07-03 08:29:27,866 - mmaction - INFO - Epoch [112][500/627] lr: 3.621e-02, eta: 1 day, 1:55:26, time: 0.892, data_time: 0.010, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5625, loss_cls: 3.1650, loss: 3.1650 2020-07-03 08:29:45,603 - mmaction - INFO - Epoch [112][520/627] lr: 3.621e-02, eta: 1 day, 1:55:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5188, loss_cls: 3.4431, loss: 3.4431 2020-07-03 08:30:03,368 - mmaction - INFO - Epoch [112][540/627] lr: 3.621e-02, eta: 1 day, 1:54:36, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.6083, loss_cls: 3.1442, loss: 3.1442 2020-07-03 08:30:21,054 - mmaction - INFO - Epoch [112][560/627] lr: 3.621e-02, eta: 1 day, 1:54:11, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5229, loss_cls: 3.3303, loss: 3.3303 2020-07-03 08:30:38,803 - mmaction - INFO - Epoch [112][580/627] lr: 3.621e-02, eta: 1 day, 1:53:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5438, loss_cls: 3.1973, loss: 3.1973 2020-07-03 08:30:56,532 - mmaction - INFO - Epoch [112][600/627] lr: 3.621e-02, eta: 1 day, 1:53:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5625, loss_cls: 3.0925, loss: 3.0925 2020-07-03 08:31:14,252 - mmaction - INFO - Epoch [112][620/627] lr: 3.621e-02, eta: 1 day, 1:52:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5167, loss_cls: 3.3208, loss: 3.3208 2020-07-03 08:31:22,584 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-07-03 08:33:04,616 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 08:33:05,570 - mmaction - INFO - top1_acc 0.3217 top5_acc 0.5416 2020-07-03 08:33:05,571 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 08:33:05,642 - mmaction - INFO - mean_acc 0.3215 2020-07-03 08:33:05,649 - mmaction - INFO - Epoch [112][627/627] lr: 3.621e-02, top1_acc: 0.3217, top5_acc: 0.5416, mean_class_accuracy: 0.3215 2020-07-03 08:34:56,075 - mmaction - INFO - Epoch [113][20/627] lr: 3.585e-02, eta: 1 day, 1:54:24, time: 5.521, data_time: 4.257, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5583, loss_cls: 3.1757, loss: 3.1757 2020-07-03 08:35:14,266 - mmaction - INFO - Epoch [113][40/627] lr: 3.585e-02, eta: 1 day, 1:54:00, time: 0.908, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5771, loss_cls: 3.0584, loss: 3.0584 2020-07-03 08:35:31,892 - mmaction - INFO - Epoch [113][60/627] lr: 3.585e-02, eta: 1 day, 1:53:35, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5292, loss_cls: 3.3646, loss: 3.3646 2020-07-03 08:35:49,561 - mmaction - INFO - Epoch [113][80/627] lr: 3.585e-02, eta: 1 day, 1:53:10, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2321, loss: 3.2321 2020-07-03 08:36:07,154 - mmaction - INFO - Epoch [113][100/627] lr: 3.585e-02, eta: 1 day, 1:52:45, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5417, loss_cls: 3.2003, loss: 3.2003 2020-07-03 08:36:24,829 - mmaction - INFO - Epoch [113][120/627] lr: 3.585e-02, eta: 1 day, 1:52:20, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5854, loss_cls: 3.0073, loss: 3.0073 2020-07-03 08:36:42,574 - mmaction - INFO - Epoch [113][140/627] lr: 3.585e-02, eta: 1 day, 1:51:56, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.1863, loss: 3.1863 2020-07-03 08:37:00,296 - mmaction - INFO - Epoch [113][160/627] lr: 3.585e-02, eta: 1 day, 1:51:31, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5646, loss_cls: 3.1675, loss: 3.1675 2020-07-03 08:37:17,981 - mmaction - INFO - Epoch [113][180/627] lr: 3.585e-02, eta: 1 day, 1:51:06, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5854, loss_cls: 3.0826, loss: 3.0826 2020-07-03 08:37:35,684 - mmaction - INFO - Epoch [113][200/627] lr: 3.585e-02, eta: 1 day, 1:50:41, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5812, loss_cls: 2.9877, loss: 2.9877 2020-07-03 08:37:53,406 - mmaction - INFO - Epoch [113][220/627] lr: 3.585e-02, eta: 1 day, 1:50:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5708, loss_cls: 3.0998, loss: 3.0998 2020-07-03 08:38:11,102 - mmaction - INFO - Epoch [113][240/627] lr: 3.585e-02, eta: 1 day, 1:49:52, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5167, loss_cls: 3.3075, loss: 3.3075 2020-07-03 08:38:28,806 - mmaction - INFO - Epoch [113][260/627] lr: 3.585e-02, eta: 1 day, 1:49:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5896, loss_cls: 3.0327, loss: 3.0327 2020-07-03 08:38:46,503 - mmaction - INFO - Epoch [113][280/627] lr: 3.585e-02, eta: 1 day, 1:49:03, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5500, loss_cls: 3.1822, loss: 3.1822 2020-07-03 08:39:04,241 - mmaction - INFO - Epoch [113][300/627] lr: 3.585e-02, eta: 1 day, 1:48:38, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5604, loss_cls: 3.2178, loss: 3.2178 2020-07-03 08:39:21,958 - mmaction - INFO - Epoch [113][320/627] lr: 3.585e-02, eta: 1 day, 1:48:13, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5208, loss_cls: 3.2813, loss: 3.2813 2020-07-03 08:39:39,657 - mmaction - INFO - Epoch [113][340/627] lr: 3.585e-02, eta: 1 day, 1:47:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.6146, loss_cls: 2.9292, loss: 2.9292 2020-07-03 08:39:57,355 - mmaction - INFO - Epoch [113][360/627] lr: 3.585e-02, eta: 1 day, 1:47:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5646, loss_cls: 3.1389, loss: 3.1389 2020-07-03 08:40:15,065 - mmaction - INFO - Epoch [113][380/627] lr: 3.585e-02, eta: 1 day, 1:46:59, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5750, loss_cls: 3.1889, loss: 3.1889 2020-07-03 08:40:32,820 - mmaction - INFO - Epoch [113][400/627] lr: 3.585e-02, eta: 1 day, 1:46:35, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5562, loss_cls: 3.2348, loss: 3.2348 2020-07-03 08:40:50,529 - mmaction - INFO - Epoch [113][420/627] lr: 3.585e-02, eta: 1 day, 1:46:10, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5354, loss_cls: 3.1698, loss: 3.1698 2020-07-03 08:41:08,206 - mmaction - INFO - Epoch [113][440/627] lr: 3.585e-02, eta: 1 day, 1:45:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5521, loss_cls: 3.0501, loss: 3.0501 2020-07-03 08:41:25,933 - mmaction - INFO - Epoch [113][460/627] lr: 3.585e-02, eta: 1 day, 1:45:21, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5521, loss_cls: 3.1564, loss: 3.1564 2020-07-03 08:41:43,619 - mmaction - INFO - Epoch [113][480/627] lr: 3.585e-02, eta: 1 day, 1:44:56, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5521, loss_cls: 3.2555, loss: 3.2555 2020-07-03 08:42:01,343 - mmaction - INFO - Epoch [113][500/627] lr: 3.585e-02, eta: 1 day, 1:44:31, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5292, loss_cls: 3.2200, loss: 3.2200 2020-07-03 08:42:19,065 - mmaction - INFO - Epoch [113][520/627] lr: 3.585e-02, eta: 1 day, 1:44:07, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5604, loss_cls: 3.0593, loss: 3.0593 2020-07-03 08:42:36,759 - mmaction - INFO - Epoch [113][540/627] lr: 3.585e-02, eta: 1 day, 1:43:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5125, loss_cls: 3.3040, loss: 3.3040 2020-07-03 08:42:54,488 - mmaction - INFO - Epoch [113][560/627] lr: 3.585e-02, eta: 1 day, 1:43:17, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5104, loss_cls: 3.2736, loss: 3.2736 2020-07-03 08:43:12,184 - mmaction - INFO - Epoch [113][580/627] lr: 3.585e-02, eta: 1 day, 1:42:53, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.6021, loss_cls: 3.1009, loss: 3.1009 2020-07-03 08:43:29,938 - mmaction - INFO - Epoch [113][600/627] lr: 3.585e-02, eta: 1 day, 1:42:28, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5438, loss_cls: 3.1200, loss: 3.1200 2020-07-03 08:43:47,661 - mmaction - INFO - Epoch [113][620/627] lr: 3.585e-02, eta: 1 day, 1:42:04, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5417, loss_cls: 3.2800, loss: 3.2800 2020-07-03 08:45:48,147 - mmaction - INFO - Epoch [114][20/627] lr: 3.549e-02, eta: 1 day, 1:43:32, time: 5.681, data_time: 3.952, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5917, loss_cls: 3.0378, loss: 3.0378 2020-07-03 08:46:05,778 - mmaction - INFO - Epoch [114][40/627] lr: 3.549e-02, eta: 1 day, 1:43:08, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5625, loss_cls: 3.1369, loss: 3.1369 2020-07-03 08:46:23,428 - mmaction - INFO - Epoch [114][60/627] lr: 3.549e-02, eta: 1 day, 1:42:43, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5625, loss_cls: 3.1529, loss: 3.1529 2020-07-03 08:46:41,117 - mmaction - INFO - Epoch [114][80/627] lr: 3.549e-02, eta: 1 day, 1:42:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5833, loss_cls: 2.9870, loss: 2.9870 2020-07-03 08:46:58,804 - mmaction - INFO - Epoch [114][100/627] lr: 3.549e-02, eta: 1 day, 1:41:53, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5708, loss_cls: 3.0937, loss: 3.0937 2020-07-03 08:47:16,507 - mmaction - INFO - Epoch [114][120/627] lr: 3.549e-02, eta: 1 day, 1:41:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5854, loss_cls: 3.1153, loss: 3.1153 2020-07-03 08:47:34,189 - mmaction - INFO - Epoch [114][140/627] lr: 3.549e-02, eta: 1 day, 1:41:04, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5646, loss_cls: 3.0555, loss: 3.0555 2020-07-03 08:47:51,887 - mmaction - INFO - Epoch [114][160/627] lr: 3.549e-02, eta: 1 day, 1:40:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5333, loss_cls: 3.2720, loss: 3.2720 2020-07-03 08:48:09,580 - mmaction - INFO - Epoch [114][180/627] lr: 3.549e-02, eta: 1 day, 1:40:15, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5375, loss_cls: 3.1684, loss: 3.1684 2020-07-03 08:48:27,283 - mmaction - INFO - Epoch [114][200/627] lr: 3.549e-02, eta: 1 day, 1:39:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5667, loss_cls: 3.1657, loss: 3.1657 2020-07-03 08:48:44,982 - mmaction - INFO - Epoch [114][220/627] lr: 3.549e-02, eta: 1 day, 1:39:25, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5063, loss_cls: 3.3972, loss: 3.3972 2020-07-03 08:49:02,672 - mmaction - INFO - Epoch [114][240/627] lr: 3.549e-02, eta: 1 day, 1:39:01, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5604, loss_cls: 3.1786, loss: 3.1786 2020-07-03 08:49:20,387 - mmaction - INFO - Epoch [114][260/627] lr: 3.549e-02, eta: 1 day, 1:38:36, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5792, loss_cls: 3.0432, loss: 3.0432 2020-07-03 08:49:38,086 - mmaction - INFO - Epoch [114][280/627] lr: 3.549e-02, eta: 1 day, 1:38:12, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5438, loss_cls: 3.2138, loss: 3.2138 2020-07-03 08:49:55,817 - mmaction - INFO - Epoch [114][300/627] lr: 3.549e-02, eta: 1 day, 1:37:47, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6188, loss_cls: 2.9590, loss: 2.9590 2020-07-03 08:50:14,070 - mmaction - INFO - Epoch [114][320/627] lr: 3.549e-02, eta: 1 day, 1:37:23, time: 0.913, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5417, loss_cls: 3.2907, loss: 3.2907 2020-07-03 08:50:31,759 - mmaction - INFO - Epoch [114][340/627] lr: 3.549e-02, eta: 1 day, 1:36:58, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5479, loss_cls: 3.1465, loss: 3.1465 2020-07-03 08:50:49,515 - mmaction - INFO - Epoch [114][360/627] lr: 3.549e-02, eta: 1 day, 1:36:34, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5354, loss_cls: 3.1533, loss: 3.1533 2020-07-03 08:51:07,265 - mmaction - INFO - Epoch [114][380/627] lr: 3.549e-02, eta: 1 day, 1:36:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5854, loss_cls: 2.9857, loss: 2.9857 2020-07-03 08:51:25,000 - mmaction - INFO - Epoch [114][400/627] lr: 3.549e-02, eta: 1 day, 1:35:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5375, loss_cls: 3.2272, loss: 3.2272 2020-07-03 08:51:42,677 - mmaction - INFO - Epoch [114][420/627] lr: 3.549e-02, eta: 1 day, 1:35:20, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5667, loss_cls: 3.0963, loss: 3.0963 2020-07-03 08:52:00,398 - mmaction - INFO - Epoch [114][440/627] lr: 3.549e-02, eta: 1 day, 1:34:56, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5271, loss_cls: 3.3805, loss: 3.3805 2020-07-03 08:52:18,092 - mmaction - INFO - Epoch [114][460/627] lr: 3.549e-02, eta: 1 day, 1:34:31, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5417, loss_cls: 3.2069, loss: 3.2069 2020-07-03 08:52:35,763 - mmaction - INFO - Epoch [114][480/627] lr: 3.549e-02, eta: 1 day, 1:34:06, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5562, loss_cls: 3.1246, loss: 3.1246 2020-07-03 08:52:53,465 - mmaction - INFO - Epoch [114][500/627] lr: 3.549e-02, eta: 1 day, 1:33:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5458, loss_cls: 3.1326, loss: 3.1326 2020-07-03 08:53:11,156 - mmaction - INFO - Epoch [114][520/627] lr: 3.549e-02, eta: 1 day, 1:33:17, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5500, loss_cls: 3.2086, loss: 3.2086 2020-07-03 08:53:28,886 - mmaction - INFO - Epoch [114][540/627] lr: 3.549e-02, eta: 1 day, 1:32:52, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5396, loss_cls: 3.4033, loss: 3.4033 2020-07-03 08:53:46,662 - mmaction - INFO - Epoch [114][560/627] lr: 3.549e-02, eta: 1 day, 1:32:28, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5625, loss_cls: 3.1316, loss: 3.1316 2020-07-03 08:54:04,319 - mmaction - INFO - Epoch [114][580/627] lr: 3.549e-02, eta: 1 day, 1:32:03, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5396, loss_cls: 3.2936, loss: 3.2936 2020-07-03 08:54:22,022 - mmaction - INFO - Epoch [114][600/627] lr: 3.549e-02, eta: 1 day, 1:31:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5771, loss_cls: 3.0641, loss: 3.0641 2020-07-03 08:54:39,792 - mmaction - INFO - Epoch [114][620/627] lr: 3.549e-02, eta: 1 day, 1:31:14, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5646, loss_cls: 3.1073, loss: 3.1073 2020-07-03 08:56:27,782 - mmaction - INFO - Epoch [115][20/627] lr: 3.513e-02, eta: 1 day, 1:32:25, time: 5.064, data_time: 4.143, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5604, loss_cls: 3.1626, loss: 3.1626 2020-07-03 08:56:45,381 - mmaction - INFO - Epoch [115][40/627] lr: 3.513e-02, eta: 1 day, 1:32:00, time: 0.879, data_time: 0.004, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5375, loss_cls: 3.1966, loss: 3.1966 2020-07-03 08:57:03,022 - mmaction - INFO - Epoch [115][60/627] lr: 3.513e-02, eta: 1 day, 1:31:35, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5417, loss_cls: 3.2571, loss: 3.2571 2020-07-03 08:57:20,659 - mmaction - INFO - Epoch [115][80/627] lr: 3.513e-02, eta: 1 day, 1:31:11, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5333, loss_cls: 3.2817, loss: 3.2817 2020-07-03 08:57:38,323 - mmaction - INFO - Epoch [115][100/627] lr: 3.513e-02, eta: 1 day, 1:30:46, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5375, loss_cls: 3.1680, loss: 3.1680 2020-07-03 08:57:55,999 - mmaction - INFO - Epoch [115][120/627] lr: 3.513e-02, eta: 1 day, 1:30:21, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5583, loss_cls: 3.1600, loss: 3.1600 2020-07-03 08:58:13,724 - mmaction - INFO - Epoch [115][140/627] lr: 3.513e-02, eta: 1 day, 1:29:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5563, loss_cls: 3.1280, loss: 3.1280 2020-07-03 08:58:31,415 - mmaction - INFO - Epoch [115][160/627] lr: 3.513e-02, eta: 1 day, 1:29:32, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5667, loss_cls: 3.1534, loss: 3.1534 2020-07-03 08:58:49,159 - mmaction - INFO - Epoch [115][180/627] lr: 3.513e-02, eta: 1 day, 1:29:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5750, loss_cls: 3.0682, loss: 3.0682 2020-07-03 08:59:06,847 - mmaction - INFO - Epoch [115][200/627] lr: 3.513e-02, eta: 1 day, 1:28:43, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5438, loss_cls: 3.1273, loss: 3.1273 2020-07-03 08:59:24,576 - mmaction - INFO - Epoch [115][220/627] lr: 3.513e-02, eta: 1 day, 1:28:18, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5083, loss_cls: 3.2075, loss: 3.2075 2020-07-03 08:59:42,275 - mmaction - INFO - Epoch [115][240/627] lr: 3.513e-02, eta: 1 day, 1:27:54, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5417, loss_cls: 3.2531, loss: 3.2531 2020-07-03 09:00:00,031 - mmaction - INFO - Epoch [115][260/627] lr: 3.513e-02, eta: 1 day, 1:27:29, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5333, loss_cls: 3.2442, loss: 3.2442 2020-07-03 09:00:26,626 - mmaction - INFO - Epoch [115][280/627] lr: 3.513e-02, eta: 1 day, 1:27:16, time: 1.323, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5563, loss_cls: 3.0753, loss: 3.0753 2020-07-03 09:00:44,346 - mmaction - INFO - Epoch [115][300/627] lr: 3.513e-02, eta: 1 day, 1:26:52, time: 0.893, data_time: 0.012, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5458, loss_cls: 3.2591, loss: 3.2591 2020-07-03 09:01:02,044 - mmaction - INFO - Epoch [115][320/627] lr: 3.513e-02, eta: 1 day, 1:26:28, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5646, loss_cls: 3.1830, loss: 3.1830 2020-07-03 09:01:19,754 - mmaction - INFO - Epoch [115][340/627] lr: 3.513e-02, eta: 1 day, 1:26:03, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5604, loss_cls: 3.0974, loss: 3.0974 2020-07-03 09:01:37,456 - mmaction - INFO - Epoch [115][360/627] lr: 3.513e-02, eta: 1 day, 1:25:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5333, loss_cls: 3.3703, loss: 3.3703 2020-07-03 09:01:55,177 - mmaction - INFO - Epoch [115][380/627] lr: 3.513e-02, eta: 1 day, 1:25:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5500, loss_cls: 3.1725, loss: 3.1725 2020-07-03 09:02:12,908 - mmaction - INFO - Epoch [115][400/627] lr: 3.513e-02, eta: 1 day, 1:24:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5458, loss_cls: 3.2957, loss: 3.2957 2020-07-03 09:02:30,621 - mmaction - INFO - Epoch [115][420/627] lr: 3.513e-02, eta: 1 day, 1:24:25, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5521, loss_cls: 3.2958, loss: 3.2958 2020-07-03 09:02:48,369 - mmaction - INFO - Epoch [115][440/627] lr: 3.513e-02, eta: 1 day, 1:24:00, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5562, loss_cls: 3.1302, loss: 3.1302 2020-07-03 09:03:06,056 - mmaction - INFO - Epoch [115][460/627] lr: 3.513e-02, eta: 1 day, 1:23:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5854, loss_cls: 3.0009, loss: 3.0009 2020-07-03 09:03:23,877 - mmaction - INFO - Epoch [115][480/627] lr: 3.513e-02, eta: 1 day, 1:23:11, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5646, loss_cls: 3.1406, loss: 3.1406 2020-07-03 09:03:41,578 - mmaction - INFO - Epoch [115][500/627] lr: 3.513e-02, eta: 1 day, 1:22:47, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.0588, loss: 3.0588 2020-07-03 09:03:59,282 - mmaction - INFO - Epoch [115][520/627] lr: 3.513e-02, eta: 1 day, 1:22:22, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5313, loss_cls: 3.3208, loss: 3.3208 2020-07-03 09:04:17,014 - mmaction - INFO - Epoch [115][540/627] lr: 3.513e-02, eta: 1 day, 1:21:58, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5417, loss_cls: 3.1944, loss: 3.1944 2020-07-03 09:04:34,755 - mmaction - INFO - Epoch [115][560/627] lr: 3.513e-02, eta: 1 day, 1:21:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5583, loss_cls: 3.2207, loss: 3.2207 2020-07-03 09:04:52,480 - mmaction - INFO - Epoch [115][580/627] lr: 3.513e-02, eta: 1 day, 1:21:09, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5917, loss_cls: 3.0770, loss: 3.0770 2020-07-03 09:05:10,238 - mmaction - INFO - Epoch [115][600/627] lr: 3.513e-02, eta: 1 day, 1:20:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5333, loss_cls: 3.2377, loss: 3.2377 2020-07-03 09:05:27,979 - mmaction - INFO - Epoch [115][620/627] lr: 3.513e-02, eta: 1 day, 1:20:20, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5292, loss_cls: 3.2507, loss: 3.2507 2020-07-03 09:07:39,158 - mmaction - INFO - Epoch [116][20/627] lr: 3.477e-02, eta: 1 day, 1:21:51, time: 5.910, data_time: 4.869, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5333, loss_cls: 3.2546, loss: 3.2546 2020-07-03 09:07:56,825 - mmaction - INFO - Epoch [116][40/627] lr: 3.477e-02, eta: 1 day, 1:21:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5750, loss_cls: 3.0774, loss: 3.0774 2020-07-03 09:08:14,472 - mmaction - INFO - Epoch [116][60/627] lr: 3.477e-02, eta: 1 day, 1:21:02, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5500, loss_cls: 3.2044, loss: 3.2044 2020-07-03 09:08:32,128 - mmaction - INFO - Epoch [116][80/627] lr: 3.477e-02, eta: 1 day, 1:20:37, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5438, loss_cls: 3.1276, loss: 3.1276 2020-07-03 09:08:49,824 - mmaction - INFO - Epoch [116][100/627] lr: 3.477e-02, eta: 1 day, 1:20:13, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5583, loss_cls: 3.1567, loss: 3.1567 2020-07-03 09:09:07,564 - mmaction - INFO - Epoch [116][120/627] lr: 3.477e-02, eta: 1 day, 1:19:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5604, loss_cls: 3.0947, loss: 3.0947 2020-07-03 09:09:25,301 - mmaction - INFO - Epoch [116][140/627] lr: 3.477e-02, eta: 1 day, 1:19:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1668, loss: 3.1668 2020-07-03 09:09:43,023 - mmaction - INFO - Epoch [116][160/627] lr: 3.477e-02, eta: 1 day, 1:18:59, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5729, loss_cls: 3.1873, loss: 3.1873 2020-07-03 09:10:00,734 - mmaction - INFO - Epoch [116][180/627] lr: 3.477e-02, eta: 1 day, 1:18:35, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5812, loss_cls: 3.0966, loss: 3.0966 2020-07-03 09:10:19,609 - mmaction - INFO - Epoch [116][200/627] lr: 3.477e-02, eta: 1 day, 1:18:12, time: 0.945, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5271, loss_cls: 3.3081, loss: 3.3081 2020-07-03 09:10:37,392 - mmaction - INFO - Epoch [116][220/627] lr: 3.477e-02, eta: 1 day, 1:17:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5250, loss_cls: 3.3066, loss: 3.3066 2020-07-03 09:10:55,088 - mmaction - INFO - Epoch [116][240/627] lr: 3.477e-02, eta: 1 day, 1:17:23, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5729, loss_cls: 3.0944, loss: 3.0944 2020-07-03 09:11:12,837 - mmaction - INFO - Epoch [116][260/627] lr: 3.477e-02, eta: 1 day, 1:16:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5729, loss_cls: 3.0888, loss: 3.0888 2020-07-03 09:11:30,560 - mmaction - INFO - Epoch [116][280/627] lr: 3.477e-02, eta: 1 day, 1:16:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5312, loss_cls: 3.1414, loss: 3.1414 2020-07-03 09:11:48,297 - mmaction - INFO - Epoch [116][300/627] lr: 3.477e-02, eta: 1 day, 1:16:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5688, loss_cls: 3.1697, loss: 3.1697 2020-07-03 09:12:06,072 - mmaction - INFO - Epoch [116][320/627] lr: 3.477e-02, eta: 1 day, 1:15:45, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5417, loss_cls: 3.1300, loss: 3.1300 2020-07-03 09:12:23,862 - mmaction - INFO - Epoch [116][340/627] lr: 3.477e-02, eta: 1 day, 1:15:21, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5583, loss_cls: 3.1483, loss: 3.1483 2020-07-03 09:12:41,605 - mmaction - INFO - Epoch [116][360/627] lr: 3.477e-02, eta: 1 day, 1:14:56, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5458, loss_cls: 3.1669, loss: 3.1669 2020-07-03 09:12:59,348 - mmaction - INFO - Epoch [116][380/627] lr: 3.477e-02, eta: 1 day, 1:14:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5521, loss_cls: 3.1816, loss: 3.1816 2020-07-03 09:13:17,077 - mmaction - INFO - Epoch [116][400/627] lr: 3.477e-02, eta: 1 day, 1:14:07, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5687, loss_cls: 3.2228, loss: 3.2228 2020-07-03 09:13:34,800 - mmaction - INFO - Epoch [116][420/627] lr: 3.477e-02, eta: 1 day, 1:13:43, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1643, loss: 3.1643 2020-07-03 09:13:52,560 - mmaction - INFO - Epoch [116][440/627] lr: 3.477e-02, eta: 1 day, 1:13:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6062, loss_cls: 3.0472, loss: 3.0472 2020-07-03 09:14:10,319 - mmaction - INFO - Epoch [116][460/627] lr: 3.477e-02, eta: 1 day, 1:12:54, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5354, loss_cls: 3.2221, loss: 3.2221 2020-07-03 09:14:28,018 - mmaction - INFO - Epoch [116][480/627] lr: 3.477e-02, eta: 1 day, 1:12:30, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5729, loss_cls: 3.1033, loss: 3.1033 2020-07-03 09:14:45,717 - mmaction - INFO - Epoch [116][500/627] lr: 3.477e-02, eta: 1 day, 1:12:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5396, loss_cls: 3.3805, loss: 3.3805 2020-07-03 09:15:03,450 - mmaction - INFO - Epoch [116][520/627] lr: 3.477e-02, eta: 1 day, 1:11:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5396, loss_cls: 3.3001, loss: 3.3001 2020-07-03 09:15:21,134 - mmaction - INFO - Epoch [116][540/627] lr: 3.477e-02, eta: 1 day, 1:11:16, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5604, loss_cls: 3.1190, loss: 3.1190 2020-07-03 09:15:38,885 - mmaction - INFO - Epoch [116][560/627] lr: 3.477e-02, eta: 1 day, 1:10:52, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0319, loss: 3.0319 2020-07-03 09:15:56,570 - mmaction - INFO - Epoch [116][580/627] lr: 3.477e-02, eta: 1 day, 1:10:27, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5188, loss_cls: 3.3628, loss: 3.3628 2020-07-03 09:16:14,282 - mmaction - INFO - Epoch [116][600/627] lr: 3.477e-02, eta: 1 day, 1:10:03, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5917, loss_cls: 2.9575, loss: 2.9575 2020-07-03 09:16:31,994 - mmaction - INFO - Epoch [116][620/627] lr: 3.477e-02, eta: 1 day, 1:09:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5479, loss_cls: 3.2047, loss: 3.2047 2020-07-03 09:18:33,409 - mmaction - INFO - Epoch [117][20/627] lr: 3.440e-02, eta: 1 day, 1:11:02, time: 5.699, data_time: 4.036, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5625, loss_cls: 3.0430, loss: 3.0430 2020-07-03 09:18:51,010 - mmaction - INFO - Epoch [117][40/627] lr: 3.440e-02, eta: 1 day, 1:10:38, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5771, loss_cls: 3.1107, loss: 3.1107 2020-07-03 09:19:08,663 - mmaction - INFO - Epoch [117][60/627] lr: 3.440e-02, eta: 1 day, 1:10:13, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5750, loss_cls: 3.1059, loss: 3.1059 2020-07-03 09:19:26,347 - mmaction - INFO - Epoch [117][80/627] lr: 3.440e-02, eta: 1 day, 1:09:49, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5750, loss_cls: 3.0092, loss: 3.0092 2020-07-03 09:19:44,031 - mmaction - INFO - Epoch [117][100/627] lr: 3.440e-02, eta: 1 day, 1:09:24, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5083, loss_cls: 3.3339, loss: 3.3339 2020-07-03 09:20:02,986 - mmaction - INFO - Epoch [117][120/627] lr: 3.440e-02, eta: 1 day, 1:09:00, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5813, loss_cls: 3.0638, loss: 3.0638 2020-07-03 09:20:22,239 - mmaction - INFO - Epoch [117][140/627] lr: 3.440e-02, eta: 1 day, 1:08:39, time: 1.027, data_time: 0.065, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5542, loss_cls: 3.1723, loss: 3.1723 2020-07-03 09:20:39,937 - mmaction - INFO - Epoch [117][160/627] lr: 3.440e-02, eta: 1 day, 1:08:14, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5292, loss_cls: 3.2453, loss: 3.2453 2020-07-03 09:20:57,689 - mmaction - INFO - Epoch [117][180/627] lr: 3.440e-02, eta: 1 day, 1:07:50, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5250, loss_cls: 3.2526, loss: 3.2526 2020-07-03 09:21:15,413 - mmaction - INFO - Epoch [117][200/627] lr: 3.440e-02, eta: 1 day, 1:07:25, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5917, loss_cls: 3.0057, loss: 3.0057 2020-07-03 09:21:33,087 - mmaction - INFO - Epoch [117][220/627] lr: 3.440e-02, eta: 1 day, 1:07:01, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5646, loss_cls: 3.1674, loss: 3.1674 2020-07-03 09:21:50,804 - mmaction - INFO - Epoch [117][240/627] lr: 3.440e-02, eta: 1 day, 1:06:37, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0639, loss: 3.0639 2020-07-03 09:22:08,554 - mmaction - INFO - Epoch [117][260/627] lr: 3.440e-02, eta: 1 day, 1:06:12, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5750, loss_cls: 3.0605, loss: 3.0605 2020-07-03 09:22:26,241 - mmaction - INFO - Epoch [117][280/627] lr: 3.440e-02, eta: 1 day, 1:05:48, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5542, loss_cls: 3.0811, loss: 3.0811 2020-07-03 09:22:43,998 - mmaction - INFO - Epoch [117][300/627] lr: 3.440e-02, eta: 1 day, 1:05:23, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5583, loss_cls: 3.2369, loss: 3.2369 2020-07-03 09:23:01,717 - mmaction - INFO - Epoch [117][320/627] lr: 3.440e-02, eta: 1 day, 1:04:59, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5646, loss_cls: 3.0475, loss: 3.0475 2020-07-03 09:23:19,420 - mmaction - INFO - Epoch [117][340/627] lr: 3.440e-02, eta: 1 day, 1:04:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5813, loss_cls: 3.1354, loss: 3.1354 2020-07-03 09:23:37,184 - mmaction - INFO - Epoch [117][360/627] lr: 3.440e-02, eta: 1 day, 1:04:10, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5229, loss_cls: 3.2005, loss: 3.2005 2020-07-03 09:23:54,858 - mmaction - INFO - Epoch [117][380/627] lr: 3.440e-02, eta: 1 day, 1:03:46, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5833, loss_cls: 3.0757, loss: 3.0757 2020-07-03 09:24:12,562 - mmaction - INFO - Epoch [117][400/627] lr: 3.440e-02, eta: 1 day, 1:03:21, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5625, loss_cls: 3.0784, loss: 3.0784 2020-07-03 09:24:30,249 - mmaction - INFO - Epoch [117][420/627] lr: 3.440e-02, eta: 1 day, 1:02:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5521, loss_cls: 3.1477, loss: 3.1477 2020-07-03 09:24:47,974 - mmaction - INFO - Epoch [117][440/627] lr: 3.440e-02, eta: 1 day, 1:02:32, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5583, loss_cls: 3.1189, loss: 3.1189 2020-07-03 09:25:05,703 - mmaction - INFO - Epoch [117][460/627] lr: 3.440e-02, eta: 1 day, 1:02:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5604, loss_cls: 3.1099, loss: 3.1099 2020-07-03 09:25:23,400 - mmaction - INFO - Epoch [117][480/627] lr: 3.440e-02, eta: 1 day, 1:01:44, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5396, loss_cls: 3.2819, loss: 3.2819 2020-07-03 09:25:41,110 - mmaction - INFO - Epoch [117][500/627] lr: 3.440e-02, eta: 1 day, 1:01:19, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 3.1469, loss: 3.1469 2020-07-03 09:25:58,806 - mmaction - INFO - Epoch [117][520/627] lr: 3.440e-02, eta: 1 day, 1:00:55, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5646, loss_cls: 3.1655, loss: 3.1655 2020-07-03 09:26:16,476 - mmaction - INFO - Epoch [117][540/627] lr: 3.440e-02, eta: 1 day, 1:00:30, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5708, loss_cls: 3.0489, loss: 3.0489 2020-07-03 09:26:34,178 - mmaction - INFO - Epoch [117][560/627] lr: 3.440e-02, eta: 1 day, 1:00:06, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2792, top5_acc: 0.5250, loss_cls: 3.3518, loss: 3.3518 2020-07-03 09:26:51,884 - mmaction - INFO - Epoch [117][580/627] lr: 3.440e-02, eta: 1 day, 0:59:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5792, loss_cls: 3.1020, loss: 3.1020 2020-07-03 09:27:09,587 - mmaction - INFO - Epoch [117][600/627] lr: 3.440e-02, eta: 1 day, 0:59:17, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5521, loss_cls: 3.2349, loss: 3.2349 2020-07-03 09:27:27,288 - mmaction - INFO - Epoch [117][620/627] lr: 3.440e-02, eta: 1 day, 0:58:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1595, loss: 3.1595 2020-07-03 09:29:30,886 - mmaction - INFO - Epoch [118][20/627] lr: 3.404e-02, eta: 1 day, 1:00:18, time: 5.819, data_time: 3.920, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5542, loss_cls: 3.0945, loss: 3.0945 2020-07-03 09:29:48,493 - mmaction - INFO - Epoch [118][40/627] lr: 3.404e-02, eta: 1 day, 0:59:53, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.6000, loss_cls: 2.9748, loss: 2.9748 2020-07-03 09:30:07,298 - mmaction - INFO - Epoch [118][60/627] lr: 3.404e-02, eta: 1 day, 0:59:30, time: 0.937, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5312, loss_cls: 3.2035, loss: 3.2035 2020-07-03 09:30:24,891 - mmaction - INFO - Epoch [118][80/627] lr: 3.404e-02, eta: 1 day, 0:59:06, time: 0.883, data_time: 0.004, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5542, loss_cls: 3.1399, loss: 3.1399 2020-07-03 09:30:42,618 - mmaction - INFO - Epoch [118][100/627] lr: 3.404e-02, eta: 1 day, 0:58:41, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5542, loss_cls: 3.1707, loss: 3.1707 2020-07-03 09:31:00,320 - mmaction - INFO - Epoch [118][120/627] lr: 3.404e-02, eta: 1 day, 0:58:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5542, loss_cls: 3.1467, loss: 3.1467 2020-07-03 09:31:17,996 - mmaction - INFO - Epoch [118][140/627] lr: 3.404e-02, eta: 1 day, 0:57:52, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5458, loss_cls: 3.2364, loss: 3.2364 2020-07-03 09:31:35,691 - mmaction - INFO - Epoch [118][160/627] lr: 3.404e-02, eta: 1 day, 0:57:28, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5813, loss_cls: 3.0565, loss: 3.0565 2020-07-03 09:31:53,421 - mmaction - INFO - Epoch [118][180/627] lr: 3.404e-02, eta: 1 day, 0:57:04, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5437, loss_cls: 3.2872, loss: 3.2872 2020-07-03 09:32:11,107 - mmaction - INFO - Epoch [118][200/627] lr: 3.404e-02, eta: 1 day, 0:56:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5646, loss_cls: 3.0876, loss: 3.0876 2020-07-03 09:32:28,843 - mmaction - INFO - Epoch [118][220/627] lr: 3.404e-02, eta: 1 day, 0:56:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5458, loss_cls: 3.1646, loss: 3.1646 2020-07-03 09:32:46,545 - mmaction - INFO - Epoch [118][240/627] lr: 3.404e-02, eta: 1 day, 0:55:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5521, loss_cls: 3.2613, loss: 3.2613 2020-07-03 09:33:04,319 - mmaction - INFO - Epoch [118][260/627] lr: 3.404e-02, eta: 1 day, 0:55:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5229, loss_cls: 3.2053, loss: 3.2053 2020-07-03 09:33:21,994 - mmaction - INFO - Epoch [118][280/627] lr: 3.404e-02, eta: 1 day, 0:55:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5750, loss_cls: 3.0889, loss: 3.0889 2020-07-03 09:33:39,715 - mmaction - INFO - Epoch [118][300/627] lr: 3.404e-02, eta: 1 day, 0:54:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5979, loss_cls: 2.9758, loss: 2.9758 2020-07-03 09:33:57,435 - mmaction - INFO - Epoch [118][320/627] lr: 3.404e-02, eta: 1 day, 0:54:13, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5458, loss_cls: 3.2702, loss: 3.2702 2020-07-03 09:34:15,206 - mmaction - INFO - Epoch [118][340/627] lr: 3.404e-02, eta: 1 day, 0:53:49, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5688, loss_cls: 3.1208, loss: 3.1208 2020-07-03 09:34:32,949 - mmaction - INFO - Epoch [118][360/627] lr: 3.404e-02, eta: 1 day, 0:53:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5208, loss_cls: 3.2893, loss: 3.2893 2020-07-03 09:34:50,690 - mmaction - INFO - Epoch [118][380/627] lr: 3.404e-02, eta: 1 day, 0:53:00, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5313, loss_cls: 3.1936, loss: 3.1936 2020-07-03 09:35:08,464 - mmaction - INFO - Epoch [118][400/627] lr: 3.404e-02, eta: 1 day, 0:52:36, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5979, loss_cls: 2.9172, loss: 2.9172 2020-07-03 09:35:26,165 - mmaction - INFO - Epoch [118][420/627] lr: 3.404e-02, eta: 1 day, 0:52:12, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5667, loss_cls: 3.1339, loss: 3.1339 2020-07-03 09:35:44,239 - mmaction - INFO - Epoch [118][440/627] lr: 3.404e-02, eta: 1 day, 0:51:47, time: 0.897, data_time: 0.013, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5292, loss_cls: 3.3591, loss: 3.3591 2020-07-03 09:36:02,110 - mmaction - INFO - Epoch [118][460/627] lr: 3.404e-02, eta: 1 day, 0:51:23, time: 0.900, data_time: 0.017, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5604, loss_cls: 3.0529, loss: 3.0529 2020-07-03 09:36:19,846 - mmaction - INFO - Epoch [118][480/627] lr: 3.404e-02, eta: 1 day, 0:50:59, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5437, loss_cls: 3.1809, loss: 3.1809 2020-07-03 09:36:37,625 - mmaction - INFO - Epoch [118][500/627] lr: 3.404e-02, eta: 1 day, 0:50:35, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5167, loss_cls: 3.3219, loss: 3.3219 2020-07-03 09:36:55,348 - mmaction - INFO - Epoch [118][520/627] lr: 3.404e-02, eta: 1 day, 0:50:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5521, loss_cls: 3.1526, loss: 3.1526 2020-07-03 09:37:13,110 - mmaction - INFO - Epoch [118][540/627] lr: 3.404e-02, eta: 1 day, 0:49:46, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5146, loss_cls: 3.2529, loss: 3.2529 2020-07-03 09:37:30,783 - mmaction - INFO - Epoch [118][560/627] lr: 3.404e-02, eta: 1 day, 0:49:22, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5333, loss_cls: 3.2933, loss: 3.2933 2020-07-03 09:37:48,518 - mmaction - INFO - Epoch [118][580/627] lr: 3.404e-02, eta: 1 day, 0:48:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5542, loss_cls: 3.2596, loss: 3.2596 2020-07-03 09:38:06,250 - mmaction - INFO - Epoch [118][600/627] lr: 3.404e-02, eta: 1 day, 0:48:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 3.1362, loss: 3.1362 2020-07-03 09:38:23,924 - mmaction - INFO - Epoch [118][620/627] lr: 3.404e-02, eta: 1 day, 0:48:09, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5521, loss_cls: 3.1301, loss: 3.1301 2020-07-03 09:40:11,601 - mmaction - INFO - Epoch [119][20/627] lr: 3.367e-02, eta: 1 day, 0:49:11, time: 4.989, data_time: 4.007, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5542, loss_cls: 3.1589, loss: 3.1589 2020-07-03 09:40:29,193 - mmaction - INFO - Epoch [119][40/627] lr: 3.367e-02, eta: 1 day, 0:48:47, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5438, loss_cls: 3.1995, loss: 3.1995 2020-07-03 09:40:46,833 - mmaction - INFO - Epoch [119][60/627] lr: 3.367e-02, eta: 1 day, 0:48:22, time: 0.881, data_time: 0.005, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5708, loss_cls: 3.1025, loss: 3.1025 2020-07-03 09:41:04,500 - mmaction - INFO - Epoch [119][80/627] lr: 3.367e-02, eta: 1 day, 0:47:58, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5854, loss_cls: 2.9738, loss: 2.9738 2020-07-03 09:41:22,151 - mmaction - INFO - Epoch [119][100/627] lr: 3.367e-02, eta: 1 day, 0:47:34, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5646, loss_cls: 3.0195, loss: 3.0195 2020-07-03 09:41:39,849 - mmaction - INFO - Epoch [119][120/627] lr: 3.367e-02, eta: 1 day, 0:47:09, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5729, loss_cls: 3.1962, loss: 3.1962 2020-07-03 09:41:57,523 - mmaction - INFO - Epoch [119][140/627] lr: 3.367e-02, eta: 1 day, 0:46:45, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5771, loss_cls: 3.1396, loss: 3.1396 2020-07-03 09:42:15,218 - mmaction - INFO - Epoch [119][160/627] lr: 3.367e-02, eta: 1 day, 0:46:21, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5875, loss_cls: 2.9622, loss: 2.9622 2020-07-03 09:42:32,946 - mmaction - INFO - Epoch [119][180/627] lr: 3.367e-02, eta: 1 day, 0:45:56, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5792, loss_cls: 3.0646, loss: 3.0646 2020-07-03 09:42:50,672 - mmaction - INFO - Epoch [119][200/627] lr: 3.367e-02, eta: 1 day, 0:45:32, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5396, loss_cls: 3.2018, loss: 3.2018 2020-07-03 09:43:08,390 - mmaction - INFO - Epoch [119][220/627] lr: 3.367e-02, eta: 1 day, 0:45:08, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5396, loss_cls: 3.1535, loss: 3.1535 2020-07-03 09:43:26,158 - mmaction - INFO - Epoch [119][240/627] lr: 3.367e-02, eta: 1 day, 0:44:43, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5833, loss_cls: 3.0605, loss: 3.0605 2020-07-03 09:43:43,871 - mmaction - INFO - Epoch [119][260/627] lr: 3.367e-02, eta: 1 day, 0:44:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5938, loss_cls: 3.0187, loss: 3.0187 2020-07-03 09:44:01,586 - mmaction - INFO - Epoch [119][280/627] lr: 3.367e-02, eta: 1 day, 0:43:55, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5458, loss_cls: 3.2028, loss: 3.2028 2020-07-03 09:44:19,275 - mmaction - INFO - Epoch [119][300/627] lr: 3.367e-02, eta: 1 day, 0:43:30, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5458, loss_cls: 3.1416, loss: 3.1416 2020-07-03 09:44:36,999 - mmaction - INFO - Epoch [119][320/627] lr: 3.367e-02, eta: 1 day, 0:43:06, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5604, loss_cls: 3.1637, loss: 3.1637 2020-07-03 09:44:54,702 - mmaction - INFO - Epoch [119][340/627] lr: 3.367e-02, eta: 1 day, 0:42:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5083, loss_cls: 3.3250, loss: 3.3250 2020-07-03 09:45:12,443 - mmaction - INFO - Epoch [119][360/627] lr: 3.367e-02, eta: 1 day, 0:42:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5500, loss_cls: 3.0889, loss: 3.0889 2020-07-03 09:45:30,201 - mmaction - INFO - Epoch [119][380/627] lr: 3.367e-02, eta: 1 day, 0:41:53, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5271, loss_cls: 3.2815, loss: 3.2815 2020-07-03 09:45:47,936 - mmaction - INFO - Epoch [119][400/627] lr: 3.367e-02, eta: 1 day, 0:41:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5458, loss_cls: 3.2242, loss: 3.2242 2020-07-03 09:46:05,687 - mmaction - INFO - Epoch [119][420/627] lr: 3.367e-02, eta: 1 day, 0:41:05, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5583, loss_cls: 3.0974, loss: 3.0974 2020-07-03 09:46:23,410 - mmaction - INFO - Epoch [119][440/627] lr: 3.367e-02, eta: 1 day, 0:40:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5063, loss_cls: 3.3641, loss: 3.3641 2020-07-03 09:46:41,135 - mmaction - INFO - Epoch [119][460/627] lr: 3.367e-02, eta: 1 day, 0:40:16, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5854, loss_cls: 2.9396, loss: 2.9396 2020-07-03 09:46:58,873 - mmaction - INFO - Epoch [119][480/627] lr: 3.367e-02, eta: 1 day, 0:39:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5458, loss_cls: 3.1443, loss: 3.1443 2020-07-03 09:47:16,578 - mmaction - INFO - Epoch [119][500/627] lr: 3.367e-02, eta: 1 day, 0:39:28, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6063, loss_cls: 2.8662, loss: 2.8662 2020-07-03 09:47:34,286 - mmaction - INFO - Epoch [119][520/627] lr: 3.367e-02, eta: 1 day, 0:39:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5708, loss_cls: 3.0493, loss: 3.0493 2020-07-03 09:47:52,011 - mmaction - INFO - Epoch [119][540/627] lr: 3.367e-02, eta: 1 day, 0:38:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5750, loss_cls: 3.1175, loss: 3.1175 2020-07-03 09:48:09,768 - mmaction - INFO - Epoch [119][560/627] lr: 3.367e-02, eta: 1 day, 0:38:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5708, loss_cls: 3.1247, loss: 3.1247 2020-07-03 09:48:27,525 - mmaction - INFO - Epoch [119][580/627] lr: 3.367e-02, eta: 1 day, 0:37:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5667, loss_cls: 3.1299, loss: 3.1299 2020-07-03 09:48:45,258 - mmaction - INFO - Epoch [119][600/627] lr: 3.367e-02, eta: 1 day, 0:37:27, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5646, loss_cls: 3.0809, loss: 3.0809 2020-07-03 09:49:02,999 - mmaction - INFO - Epoch [119][620/627] lr: 3.367e-02, eta: 1 day, 0:37:03, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5479, loss_cls: 3.1547, loss: 3.1547 2020-07-03 09:51:06,914 - mmaction - INFO - Epoch [120][20/627] lr: 3.331e-02, eta: 1 day, 0:38:24, time: 5.827, data_time: 4.118, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5167, loss_cls: 3.2462, loss: 3.2462 2020-07-03 09:51:24,525 - mmaction - INFO - Epoch [120][40/627] lr: 3.331e-02, eta: 1 day, 0:38:00, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5583, loss_cls: 3.1550, loss: 3.1550 2020-07-03 09:51:42,125 - mmaction - INFO - Epoch [120][60/627] lr: 3.331e-02, eta: 1 day, 0:37:35, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5563, loss_cls: 3.1823, loss: 3.1823 2020-07-03 09:51:59,787 - mmaction - INFO - Epoch [120][80/627] lr: 3.331e-02, eta: 1 day, 0:37:11, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5938, loss_cls: 3.0120, loss: 3.0120 2020-07-03 09:52:17,445 - mmaction - INFO - Epoch [120][100/627] lr: 3.331e-02, eta: 1 day, 0:36:47, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5083, loss_cls: 3.3052, loss: 3.3052 2020-07-03 09:52:35,157 - mmaction - INFO - Epoch [120][120/627] lr: 3.331e-02, eta: 1 day, 0:36:22, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5583, loss_cls: 3.0722, loss: 3.0722 2020-07-03 09:52:52,881 - mmaction - INFO - Epoch [120][140/627] lr: 3.331e-02, eta: 1 day, 0:35:58, time: 0.887, data_time: 0.006, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5667, loss_cls: 3.1018, loss: 3.1018 2020-07-03 09:53:10,592 - mmaction - INFO - Epoch [120][160/627] lr: 3.331e-02, eta: 1 day, 0:35:34, time: 0.885, data_time: 0.000, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5354, loss_cls: 3.2294, loss: 3.2294 2020-07-03 09:53:28,316 - mmaction - INFO - Epoch [120][180/627] lr: 3.331e-02, eta: 1 day, 0:35:09, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5583, loss_cls: 3.1610, loss: 3.1610 2020-07-03 09:53:46,023 - mmaction - INFO - Epoch [120][200/627] lr: 3.331e-02, eta: 1 day, 0:34:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.0986, loss: 3.0986 2020-07-03 09:54:03,758 - mmaction - INFO - Epoch [120][220/627] lr: 3.331e-02, eta: 1 day, 0:34:21, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5521, loss_cls: 3.1757, loss: 3.1757 2020-07-03 09:54:21,451 - mmaction - INFO - Epoch [120][240/627] lr: 3.331e-02, eta: 1 day, 0:33:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5563, loss_cls: 3.2358, loss: 3.2358 2020-07-03 09:54:39,175 - mmaction - INFO - Epoch [120][260/627] lr: 3.331e-02, eta: 1 day, 0:33:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5854, loss_cls: 3.0203, loss: 3.0203 2020-07-03 09:54:56,939 - mmaction - INFO - Epoch [120][280/627] lr: 3.331e-02, eta: 1 day, 0:33:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5958, loss_cls: 2.9359, loss: 2.9359 2020-07-03 09:55:15,087 - mmaction - INFO - Epoch [120][300/627] lr: 3.331e-02, eta: 1 day, 0:32:45, time: 0.908, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5562, loss_cls: 3.1337, loss: 3.1337 2020-07-03 09:55:32,860 - mmaction - INFO - Epoch [120][320/627] lr: 3.331e-02, eta: 1 day, 0:32:20, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5667, loss_cls: 3.2189, loss: 3.2189 2020-07-03 09:55:50,547 - mmaction - INFO - Epoch [120][340/627] lr: 3.331e-02, eta: 1 day, 0:31:56, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5750, loss_cls: 3.1771, loss: 3.1771 2020-07-03 09:56:08,288 - mmaction - INFO - Epoch [120][360/627] lr: 3.331e-02, eta: 1 day, 0:31:32, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5688, loss_cls: 3.0330, loss: 3.0330 2020-07-03 09:56:26,038 - mmaction - INFO - Epoch [120][380/627] lr: 3.331e-02, eta: 1 day, 0:31:08, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5250, loss_cls: 3.2306, loss: 3.2306 2020-07-03 09:56:43,818 - mmaction - INFO - Epoch [120][400/627] lr: 3.331e-02, eta: 1 day, 0:30:44, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5500, loss_cls: 3.1666, loss: 3.1666 2020-07-03 09:57:01,577 - mmaction - INFO - Epoch [120][420/627] lr: 3.331e-02, eta: 1 day, 0:30:20, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.6104, loss_cls: 2.9241, loss: 2.9241 2020-07-03 09:57:19,327 - mmaction - INFO - Epoch [120][440/627] lr: 3.331e-02, eta: 1 day, 0:29:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5146, loss_cls: 3.3133, loss: 3.3133 2020-07-03 09:57:37,046 - mmaction - INFO - Epoch [120][460/627] lr: 3.331e-02, eta: 1 day, 0:29:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5521, loss_cls: 3.1803, loss: 3.1803 2020-07-03 09:57:54,797 - mmaction - INFO - Epoch [120][480/627] lr: 3.331e-02, eta: 1 day, 0:29:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6104, loss_cls: 3.0372, loss: 3.0372 2020-07-03 09:58:12,586 - mmaction - INFO - Epoch [120][500/627] lr: 3.331e-02, eta: 1 day, 0:28:43, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5292, loss_cls: 3.2690, loss: 3.2690 2020-07-03 09:58:30,388 - mmaction - INFO - Epoch [120][520/627] lr: 3.331e-02, eta: 1 day, 0:28:19, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5729, loss_cls: 3.1063, loss: 3.1063 2020-07-03 09:58:48,117 - mmaction - INFO - Epoch [120][540/627] lr: 3.331e-02, eta: 1 day, 0:27:55, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5750, loss_cls: 3.1428, loss: 3.1428 2020-07-03 09:59:05,822 - mmaction - INFO - Epoch [120][560/627] lr: 3.331e-02, eta: 1 day, 0:27:30, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5833, loss_cls: 3.0483, loss: 3.0483 2020-07-03 09:59:23,591 - mmaction - INFO - Epoch [120][580/627] lr: 3.331e-02, eta: 1 day, 0:27:06, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5604, loss_cls: 3.2162, loss: 3.2162 2020-07-03 09:59:41,307 - mmaction - INFO - Epoch [120][600/627] lr: 3.331e-02, eta: 1 day, 0:26:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2833, top5_acc: 0.5208, loss_cls: 3.2807, loss: 3.2807 2020-07-03 09:59:59,093 - mmaction - INFO - Epoch [120][620/627] lr: 3.331e-02, eta: 1 day, 0:26:18, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5208, loss_cls: 3.2999, loss: 3.2999 2020-07-03 10:00:18,094 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-07-03 10:02:15,875 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 10:02:16,802 - mmaction - INFO - top1_acc 0.3645 top5_acc 0.6060 2020-07-03 10:02:16,803 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 10:02:16,859 - mmaction - INFO - mean_acc 0.3645 2020-07-03 10:02:16,866 - mmaction - INFO - Epoch [120][627/627] lr: 3.331e-02, top1_acc: 0.3645, top5_acc: 0.6060, mean_class_accuracy: 0.3645 2020-07-03 10:03:54,571 - mmaction - INFO - Epoch [121][20/627] lr: 3.294e-02, eta: 1 day, 0:27:15, time: 4.883, data_time: 3.399, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5583, loss_cls: 3.1206, loss: 3.1206 2020-07-03 10:04:12,146 - mmaction - INFO - Epoch [121][40/627] lr: 3.294e-02, eta: 1 day, 0:26:50, time: 0.879, data_time: 0.005, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5563, loss_cls: 3.0721, loss: 3.0721 2020-07-03 10:04:29,771 - mmaction - INFO - Epoch [121][60/627] lr: 3.294e-02, eta: 1 day, 0:26:26, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5750, loss_cls: 3.1348, loss: 3.1348 2020-07-03 10:04:47,427 - mmaction - INFO - Epoch [121][80/627] lr: 3.294e-02, eta: 1 day, 0:26:02, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5625, loss_cls: 3.1865, loss: 3.1865 2020-07-03 10:05:09,666 - mmaction - INFO - Epoch [121][100/627] lr: 3.294e-02, eta: 1 day, 0:25:43, time: 1.111, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5792, loss_cls: 3.0253, loss: 3.0253 2020-07-03 10:05:27,329 - mmaction - INFO - Epoch [121][120/627] lr: 3.294e-02, eta: 1 day, 0:25:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5646, loss_cls: 3.1118, loss: 3.1118 2020-07-03 10:05:45,004 - mmaction - INFO - Epoch [121][140/627] lr: 3.294e-02, eta: 1 day, 0:24:55, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5396, loss_cls: 3.1765, loss: 3.1765 2020-07-03 10:06:02,739 - mmaction - INFO - Epoch [121][160/627] lr: 3.294e-02, eta: 1 day, 0:24:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5729, loss_cls: 3.0898, loss: 3.0898 2020-07-03 10:06:20,514 - mmaction - INFO - Epoch [121][180/627] lr: 3.294e-02, eta: 1 day, 0:24:06, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5937, loss_cls: 2.9865, loss: 2.9865 2020-07-03 10:06:38,143 - mmaction - INFO - Epoch [121][200/627] lr: 3.294e-02, eta: 1 day, 0:23:42, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5896, loss_cls: 2.9812, loss: 2.9812 2020-07-03 10:06:55,821 - mmaction - INFO - Epoch [121][220/627] lr: 3.294e-02, eta: 1 day, 0:23:18, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5458, loss_cls: 3.2229, loss: 3.2229 2020-07-03 10:07:13,515 - mmaction - INFO - Epoch [121][240/627] lr: 3.294e-02, eta: 1 day, 0:22:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5479, loss_cls: 3.1352, loss: 3.1352 2020-07-03 10:07:31,218 - mmaction - INFO - Epoch [121][260/627] lr: 3.294e-02, eta: 1 day, 0:22:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5687, loss_cls: 3.1556, loss: 3.1556 2020-07-03 10:07:48,975 - mmaction - INFO - Epoch [121][280/627] lr: 3.294e-02, eta: 1 day, 0:22:05, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5188, loss_cls: 3.2544, loss: 3.2544 2020-07-03 10:08:06,651 - mmaction - INFO - Epoch [121][300/627] lr: 3.294e-02, eta: 1 day, 0:21:41, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5417, loss_cls: 3.2176, loss: 3.2176 2020-07-03 10:08:24,357 - mmaction - INFO - Epoch [121][320/627] lr: 3.294e-02, eta: 1 day, 0:21:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5896, loss_cls: 2.9884, loss: 2.9884 2020-07-03 10:08:42,053 - mmaction - INFO - Epoch [121][340/627] lr: 3.294e-02, eta: 1 day, 0:20:53, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5687, loss_cls: 3.0836, loss: 3.0836 2020-07-03 10:08:59,794 - mmaction - INFO - Epoch [121][360/627] lr: 3.294e-02, eta: 1 day, 0:20:29, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5417, loss_cls: 3.1527, loss: 3.1527 2020-07-03 10:09:17,506 - mmaction - INFO - Epoch [121][380/627] lr: 3.294e-02, eta: 1 day, 0:20:04, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5750, loss_cls: 3.0460, loss: 3.0460 2020-07-03 10:09:35,204 - mmaction - INFO - Epoch [121][400/627] lr: 3.294e-02, eta: 1 day, 0:19:40, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5708, loss_cls: 3.0030, loss: 3.0030 2020-07-03 10:09:52,934 - mmaction - INFO - Epoch [121][420/627] lr: 3.294e-02, eta: 1 day, 0:19:16, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5708, loss_cls: 3.1637, loss: 3.1637 2020-07-03 10:10:10,681 - mmaction - INFO - Epoch [121][440/627] lr: 3.294e-02, eta: 1 day, 0:18:52, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5500, loss_cls: 3.1459, loss: 3.1459 2020-07-03 10:10:28,363 - mmaction - INFO - Epoch [121][460/627] lr: 3.294e-02, eta: 1 day, 0:18:28, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5854, loss_cls: 3.0642, loss: 3.0642 2020-07-03 10:10:46,089 - mmaction - INFO - Epoch [121][480/627] lr: 3.294e-02, eta: 1 day, 0:18:04, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5771, loss_cls: 3.0638, loss: 3.0638 2020-07-03 10:11:03,861 - mmaction - INFO - Epoch [121][500/627] lr: 3.294e-02, eta: 1 day, 0:17:40, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5125, loss_cls: 3.3549, loss: 3.3549 2020-07-03 10:11:21,600 - mmaction - INFO - Epoch [121][520/627] lr: 3.294e-02, eta: 1 day, 0:17:16, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5979, loss_cls: 3.0142, loss: 3.0142 2020-07-03 10:11:39,298 - mmaction - INFO - Epoch [121][540/627] lr: 3.294e-02, eta: 1 day, 0:16:51, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5292, loss_cls: 3.1893, loss: 3.1893 2020-07-03 10:11:57,039 - mmaction - INFO - Epoch [121][560/627] lr: 3.294e-02, eta: 1 day, 0:16:27, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5562, loss_cls: 3.0361, loss: 3.0361 2020-07-03 10:12:14,776 - mmaction - INFO - Epoch [121][580/627] lr: 3.294e-02, eta: 1 day, 0:16:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5583, loss_cls: 3.1112, loss: 3.1112 2020-07-03 10:12:32,464 - mmaction - INFO - Epoch [121][600/627] lr: 3.294e-02, eta: 1 day, 0:15:39, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5438, loss_cls: 3.1385, loss: 3.1385 2020-07-03 10:12:50,203 - mmaction - INFO - Epoch [121][620/627] lr: 3.294e-02, eta: 1 day, 0:15:15, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5542, loss_cls: 3.1947, loss: 3.1947 2020-07-03 10:14:53,242 - mmaction - INFO - Epoch [122][20/627] lr: 3.257e-02, eta: 1 day, 0:16:30, time: 5.687, data_time: 4.773, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5271, loss_cls: 3.2337, loss: 3.2337 2020-07-03 10:15:11,466 - mmaction - INFO - Epoch [122][40/627] lr: 3.257e-02, eta: 1 day, 0:16:06, time: 0.911, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5812, loss_cls: 3.0735, loss: 3.0735 2020-07-03 10:15:29,095 - mmaction - INFO - Epoch [122][60/627] lr: 3.257e-02, eta: 1 day, 0:15:42, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5750, loss_cls: 3.0864, loss: 3.0864 2020-07-03 10:15:46,691 - mmaction - INFO - Epoch [122][80/627] lr: 3.257e-02, eta: 1 day, 0:15:18, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5396, loss_cls: 3.2281, loss: 3.2281 2020-07-03 10:16:04,362 - mmaction - INFO - Epoch [122][100/627] lr: 3.257e-02, eta: 1 day, 0:14:53, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5771, loss_cls: 3.0628, loss: 3.0628 2020-07-03 10:16:22,070 - mmaction - INFO - Epoch [122][120/627] lr: 3.257e-02, eta: 1 day, 0:14:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5250, loss_cls: 3.2323, loss: 3.2323 2020-07-03 10:16:39,787 - mmaction - INFO - Epoch [122][140/627] lr: 3.257e-02, eta: 1 day, 0:14:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5667, loss_cls: 3.1918, loss: 3.1918 2020-07-03 10:16:57,470 - mmaction - INFO - Epoch [122][160/627] lr: 3.257e-02, eta: 1 day, 0:13:41, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5250, loss_cls: 3.2557, loss: 3.2557 2020-07-03 10:17:15,135 - mmaction - INFO - Epoch [122][180/627] lr: 3.257e-02, eta: 1 day, 0:13:17, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5646, loss_cls: 3.1961, loss: 3.1961 2020-07-03 10:17:32,826 - mmaction - INFO - Epoch [122][200/627] lr: 3.257e-02, eta: 1 day, 0:12:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5729, loss_cls: 3.0849, loss: 3.0849 2020-07-03 10:17:50,515 - mmaction - INFO - Epoch [122][220/627] lr: 3.257e-02, eta: 1 day, 0:12:28, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5500, loss_cls: 3.1233, loss: 3.1233 2020-07-03 10:18:08,244 - mmaction - INFO - Epoch [122][240/627] lr: 3.257e-02, eta: 1 day, 0:12:04, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5625, loss_cls: 3.1273, loss: 3.1273 2020-07-03 10:18:25,937 - mmaction - INFO - Epoch [122][260/627] lr: 3.257e-02, eta: 1 day, 0:11:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5542, loss_cls: 3.1709, loss: 3.1709 2020-07-03 10:18:43,624 - mmaction - INFO - Epoch [122][280/627] lr: 3.257e-02, eta: 1 day, 0:11:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5750, loss_cls: 3.1113, loss: 3.1113 2020-07-03 10:19:01,325 - mmaction - INFO - Epoch [122][300/627] lr: 3.257e-02, eta: 1 day, 0:10:52, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5146, loss_cls: 3.4293, loss: 3.4293 2020-07-03 10:19:19,059 - mmaction - INFO - Epoch [122][320/627] lr: 3.257e-02, eta: 1 day, 0:10:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5479, loss_cls: 3.0981, loss: 3.0981 2020-07-03 10:19:36,771 - mmaction - INFO - Epoch [122][340/627] lr: 3.257e-02, eta: 1 day, 0:10:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5583, loss_cls: 3.1825, loss: 3.1825 2020-07-03 10:19:54,466 - mmaction - INFO - Epoch [122][360/627] lr: 3.257e-02, eta: 1 day, 0:09:39, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5083, loss_cls: 3.3526, loss: 3.3526 2020-07-03 10:20:12,176 - mmaction - INFO - Epoch [122][380/627] lr: 3.257e-02, eta: 1 day, 0:09:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5729, loss_cls: 3.1309, loss: 3.1309 2020-07-03 10:20:29,930 - mmaction - INFO - Epoch [122][400/627] lr: 3.257e-02, eta: 1 day, 0:08:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5604, loss_cls: 3.1216, loss: 3.1216 2020-07-03 10:20:47,651 - mmaction - INFO - Epoch [122][420/627] lr: 3.257e-02, eta: 1 day, 0:08:27, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5917, loss_cls: 3.0649, loss: 3.0649 2020-07-03 10:21:05,358 - mmaction - INFO - Epoch [122][440/627] lr: 3.257e-02, eta: 1 day, 0:08:03, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5688, loss_cls: 3.1154, loss: 3.1154 2020-07-03 10:21:23,063 - mmaction - INFO - Epoch [122][460/627] lr: 3.257e-02, eta: 1 day, 0:07:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5542, loss_cls: 3.0990, loss: 3.0990 2020-07-03 10:21:40,776 - mmaction - INFO - Epoch [122][480/627] lr: 3.257e-02, eta: 1 day, 0:07:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5333, loss_cls: 3.1722, loss: 3.1722 2020-07-03 10:21:58,492 - mmaction - INFO - Epoch [122][500/627] lr: 3.257e-02, eta: 1 day, 0:06:51, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5542, loss_cls: 3.1081, loss: 3.1081 2020-07-03 10:22:16,286 - mmaction - INFO - Epoch [122][520/627] lr: 3.257e-02, eta: 1 day, 0:06:27, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5417, loss_cls: 3.1680, loss: 3.1680 2020-07-03 10:22:35,610 - mmaction - INFO - Epoch [122][540/627] lr: 3.257e-02, eta: 1 day, 0:06:05, time: 0.968, data_time: 0.053, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6104, loss_cls: 2.9493, loss: 2.9493 2020-07-03 10:22:53,349 - mmaction - INFO - Epoch [122][560/627] lr: 3.257e-02, eta: 1 day, 0:05:41, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5438, loss_cls: 3.1589, loss: 3.1589 2020-07-03 10:23:11,044 - mmaction - INFO - Epoch [122][580/627] lr: 3.257e-02, eta: 1 day, 0:05:17, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3292, top5_acc: 0.6229, loss_cls: 3.0099, loss: 3.0099 2020-07-03 10:23:28,813 - mmaction - INFO - Epoch [122][600/627] lr: 3.257e-02, eta: 1 day, 0:04:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5875, loss_cls: 3.0525, loss: 3.0525 2020-07-03 10:23:46,584 - mmaction - INFO - Epoch [122][620/627] lr: 3.257e-02, eta: 1 day, 0:04:29, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5563, loss_cls: 3.0732, loss: 3.0732 2020-07-03 10:25:48,041 - mmaction - INFO - Epoch [123][20/627] lr: 3.221e-02, eta: 1 day, 0:05:41, time: 5.643, data_time: 4.718, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5792, loss_cls: 3.0574, loss: 3.0574 2020-07-03 10:26:05,655 - mmaction - INFO - Epoch [123][40/627] lr: 3.221e-02, eta: 1 day, 0:05:16, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5667, loss_cls: 3.1724, loss: 3.1724 2020-07-03 10:26:23,263 - mmaction - INFO - Epoch [123][60/627] lr: 3.221e-02, eta: 1 day, 0:04:52, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5937, loss_cls: 3.0647, loss: 3.0647 2020-07-03 10:26:40,899 - mmaction - INFO - Epoch [123][80/627] lr: 3.221e-02, eta: 1 day, 0:04:28, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5750, loss_cls: 3.0575, loss: 3.0575 2020-07-03 10:26:58,604 - mmaction - INFO - Epoch [123][100/627] lr: 3.221e-02, eta: 1 day, 0:04:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5417, loss_cls: 3.1897, loss: 3.1897 2020-07-03 10:27:16,324 - mmaction - INFO - Epoch [123][120/627] lr: 3.221e-02, eta: 1 day, 0:03:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5313, loss_cls: 3.2688, loss: 3.2688 2020-07-03 10:27:34,055 - mmaction - INFO - Epoch [123][140/627] lr: 3.221e-02, eta: 1 day, 0:03:16, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5479, loss_cls: 3.1778, loss: 3.1778 2020-07-03 10:27:51,755 - mmaction - INFO - Epoch [123][160/627] lr: 3.221e-02, eta: 1 day, 0:02:52, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5854, loss_cls: 3.0172, loss: 3.0172 2020-07-03 10:28:09,501 - mmaction - INFO - Epoch [123][180/627] lr: 3.221e-02, eta: 1 day, 0:02:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5542, loss_cls: 3.1472, loss: 3.1472 2020-07-03 10:28:28,078 - mmaction - INFO - Epoch [123][200/627] lr: 3.221e-02, eta: 1 day, 0:02:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5667, loss_cls: 3.0968, loss: 3.0968 2020-07-03 10:28:46,777 - mmaction - INFO - Epoch [123][220/627] lr: 3.221e-02, eta: 1 day, 0:01:42, time: 0.978, data_time: 0.095, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6187, loss_cls: 3.0057, loss: 3.0057 2020-07-03 10:29:04,527 - mmaction - INFO - Epoch [123][240/627] lr: 3.221e-02, eta: 1 day, 0:01:18, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5708, loss_cls: 2.9839, loss: 2.9839 2020-07-03 10:29:22,282 - mmaction - INFO - Epoch [123][260/627] lr: 3.221e-02, eta: 1 day, 0:00:54, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5771, loss_cls: 3.0656, loss: 3.0656 2020-07-03 10:29:39,972 - mmaction - INFO - Epoch [123][280/627] lr: 3.221e-02, eta: 1 day, 0:00:29, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5896, loss_cls: 2.9679, loss: 2.9679 2020-07-03 10:29:57,708 - mmaction - INFO - Epoch [123][300/627] lr: 3.221e-02, eta: 1 day, 0:00:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5604, loss_cls: 3.1430, loss: 3.1430 2020-07-03 10:30:15,420 - mmaction - INFO - Epoch [123][320/627] lr: 3.221e-02, eta: 23:59:41, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5479, loss_cls: 3.2539, loss: 3.2539 2020-07-03 10:30:33,207 - mmaction - INFO - Epoch [123][340/627] lr: 3.221e-02, eta: 23:59:17, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5583, loss_cls: 3.1156, loss: 3.1156 2020-07-03 10:30:50,914 - mmaction - INFO - Epoch [123][360/627] lr: 3.221e-02, eta: 23:58:53, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5917, loss_cls: 3.0760, loss: 3.0760 2020-07-03 10:31:08,633 - mmaction - INFO - Epoch [123][380/627] lr: 3.221e-02, eta: 23:58:29, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5583, loss_cls: 3.1397, loss: 3.1397 2020-07-03 10:31:26,387 - mmaction - INFO - Epoch [123][400/627] lr: 3.221e-02, eta: 23:58:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5458, loss_cls: 3.2095, loss: 3.2095 2020-07-03 10:31:44,097 - mmaction - INFO - Epoch [123][420/627] lr: 3.221e-02, eta: 23:57:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5625, loss_cls: 3.1469, loss: 3.1469 2020-07-03 10:32:01,806 - mmaction - INFO - Epoch [123][440/627] lr: 3.221e-02, eta: 23:57:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5458, loss_cls: 3.1693, loss: 3.1693 2020-07-03 10:32:19,511 - mmaction - INFO - Epoch [123][460/627] lr: 3.221e-02, eta: 23:56:53, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5646, loss_cls: 3.0591, loss: 3.0591 2020-07-03 10:32:37,230 - mmaction - INFO - Epoch [123][480/627] lr: 3.221e-02, eta: 23:56:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5438, loss_cls: 3.2383, loss: 3.2383 2020-07-03 10:32:55,040 - mmaction - INFO - Epoch [123][500/627] lr: 3.221e-02, eta: 23:56:05, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5854, loss_cls: 3.1482, loss: 3.1482 2020-07-03 10:33:12,752 - mmaction - INFO - Epoch [123][520/627] lr: 3.221e-02, eta: 23:55:41, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.0910, loss: 3.0910 2020-07-03 10:33:30,452 - mmaction - INFO - Epoch [123][540/627] lr: 3.221e-02, eta: 23:55:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5500, loss_cls: 3.1876, loss: 3.1876 2020-07-03 10:33:48,215 - mmaction - INFO - Epoch [123][560/627] lr: 3.221e-02, eta: 23:54:53, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5500, loss_cls: 3.1275, loss: 3.1275 2020-07-03 10:34:05,942 - mmaction - INFO - Epoch [123][580/627] lr: 3.221e-02, eta: 23:54:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5583, loss_cls: 3.0649, loss: 3.0649 2020-07-03 10:34:23,665 - mmaction - INFO - Epoch [123][600/627] lr: 3.221e-02, eta: 23:54:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5542, loss_cls: 3.0776, loss: 3.0776 2020-07-03 10:34:41,409 - mmaction - INFO - Epoch [123][620/627] lr: 3.221e-02, eta: 23:53:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5688, loss_cls: 3.0836, loss: 3.0836 2020-07-03 10:36:34,981 - mmaction - INFO - Epoch [124][20/627] lr: 3.184e-02, eta: 23:54:43, time: 5.251, data_time: 4.350, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5667, loss_cls: 3.0299, loss: 3.0299 2020-07-03 10:36:52,588 - mmaction - INFO - Epoch [124][40/627] lr: 3.184e-02, eta: 23:54:18, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5437, loss_cls: 3.1807, loss: 3.1807 2020-07-03 10:37:11,409 - mmaction - INFO - Epoch [124][60/627] lr: 3.184e-02, eta: 23:53:56, time: 0.942, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5771, loss_cls: 3.0324, loss: 3.0324 2020-07-03 10:37:29,114 - mmaction - INFO - Epoch [124][80/627] lr: 3.184e-02, eta: 23:53:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5583, loss_cls: 3.1342, loss: 3.1342 2020-07-03 10:37:46,766 - mmaction - INFO - Epoch [124][100/627] lr: 3.184e-02, eta: 23:53:08, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6021, loss_cls: 2.9920, loss: 2.9920 2020-07-03 10:38:04,479 - mmaction - INFO - Epoch [124][120/627] lr: 3.184e-02, eta: 23:52:43, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5313, loss_cls: 3.1630, loss: 3.1630 2020-07-03 10:38:22,180 - mmaction - INFO - Epoch [124][140/627] lr: 3.184e-02, eta: 23:52:19, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5542, loss_cls: 3.1797, loss: 3.1797 2020-07-03 10:38:39,907 - mmaction - INFO - Epoch [124][160/627] lr: 3.184e-02, eta: 23:51:55, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9726, loss: 2.9726 2020-07-03 10:38:57,667 - mmaction - INFO - Epoch [124][180/627] lr: 3.184e-02, eta: 23:51:31, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5792, loss_cls: 3.0723, loss: 3.0723 2020-07-03 10:39:15,370 - mmaction - INFO - Epoch [124][200/627] lr: 3.184e-02, eta: 23:51:07, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6042, loss_cls: 2.8701, loss: 2.8701 2020-07-03 10:39:33,066 - mmaction - INFO - Epoch [124][220/627] lr: 3.184e-02, eta: 23:50:43, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5854, loss_cls: 2.9829, loss: 2.9829 2020-07-03 10:39:50,762 - mmaction - INFO - Epoch [124][240/627] lr: 3.184e-02, eta: 23:50:19, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5688, loss_cls: 3.0895, loss: 3.0895 2020-07-03 10:40:09,782 - mmaction - INFO - Epoch [124][260/627] lr: 3.184e-02, eta: 23:49:57, time: 0.952, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5333, loss_cls: 3.1903, loss: 3.1903 2020-07-03 10:40:27,463 - mmaction - INFO - Epoch [124][280/627] lr: 3.184e-02, eta: 23:49:33, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5458, loss_cls: 3.2756, loss: 3.2756 2020-07-03 10:40:45,161 - mmaction - INFO - Epoch [124][300/627] lr: 3.184e-02, eta: 23:49:09, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5438, loss_cls: 3.1848, loss: 3.1848 2020-07-03 10:41:02,912 - mmaction - INFO - Epoch [124][320/627] lr: 3.184e-02, eta: 23:48:45, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5687, loss_cls: 3.0208, loss: 3.0208 2020-07-03 10:41:20,668 - mmaction - INFO - Epoch [124][340/627] lr: 3.184e-02, eta: 23:48:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5479, loss_cls: 3.1124, loss: 3.1124 2020-07-03 10:41:38,401 - mmaction - INFO - Epoch [124][360/627] lr: 3.184e-02, eta: 23:47:57, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6042, loss_cls: 2.8389, loss: 2.8389 2020-07-03 10:41:56,182 - mmaction - INFO - Epoch [124][380/627] lr: 3.184e-02, eta: 23:47:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5396, loss_cls: 3.1719, loss: 3.1719 2020-07-03 10:42:13,896 - mmaction - INFO - Epoch [124][400/627] lr: 3.184e-02, eta: 23:47:09, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5667, loss_cls: 3.0260, loss: 3.0260 2020-07-03 10:42:31,601 - mmaction - INFO - Epoch [124][420/627] lr: 3.184e-02, eta: 23:46:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5187, loss_cls: 3.3109, loss: 3.3109 2020-07-03 10:42:49,315 - mmaction - INFO - Epoch [124][440/627] lr: 3.184e-02, eta: 23:46:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2958, top5_acc: 0.5375, loss_cls: 3.1951, loss: 3.1951 2020-07-03 10:43:07,006 - mmaction - INFO - Epoch [124][460/627] lr: 3.184e-02, eta: 23:45:57, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5979, loss_cls: 3.0164, loss: 3.0164 2020-07-03 10:43:24,700 - mmaction - INFO - Epoch [124][480/627] lr: 3.184e-02, eta: 23:45:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5688, loss_cls: 2.9919, loss: 2.9919 2020-07-03 10:43:42,513 - mmaction - INFO - Epoch [124][500/627] lr: 3.184e-02, eta: 23:45:09, time: 0.891, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1992, loss: 3.1992 2020-07-03 10:44:00,262 - mmaction - INFO - Epoch [124][520/627] lr: 3.184e-02, eta: 23:44:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5271, loss_cls: 3.3957, loss: 3.3957 2020-07-03 10:44:17,933 - mmaction - INFO - Epoch [124][540/627] lr: 3.184e-02, eta: 23:44:21, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5438, loss_cls: 3.2575, loss: 3.2575 2020-07-03 10:44:35,638 - mmaction - INFO - Epoch [124][560/627] lr: 3.184e-02, eta: 23:43:57, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5625, loss_cls: 3.1539, loss: 3.1539 2020-07-03 10:44:53,347 - mmaction - INFO - Epoch [124][580/627] lr: 3.184e-02, eta: 23:43:33, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5479, loss_cls: 3.0988, loss: 3.0988 2020-07-03 10:45:11,133 - mmaction - INFO - Epoch [124][600/627] lr: 3.184e-02, eta: 23:43:10, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5521, loss_cls: 3.2555, loss: 3.2555 2020-07-03 10:45:28,886 - mmaction - INFO - Epoch [124][620/627] lr: 3.184e-02, eta: 23:42:46, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5417, loss_cls: 3.1486, loss: 3.1486 2020-07-03 10:47:30,141 - mmaction - INFO - Epoch [125][20/627] lr: 3.147e-02, eta: 23:43:55, time: 5.662, data_time: 4.368, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5333, loss_cls: 3.1510, loss: 3.1510 2020-07-03 10:47:47,811 - mmaction - INFO - Epoch [125][40/627] lr: 3.147e-02, eta: 23:43:31, time: 0.883, data_time: 0.004, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5271, loss_cls: 3.3299, loss: 3.3299 2020-07-03 10:48:05,474 - mmaction - INFO - Epoch [125][60/627] lr: 3.147e-02, eta: 23:43:07, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5396, loss_cls: 3.1483, loss: 3.1483 2020-07-03 10:48:23,104 - mmaction - INFO - Epoch [125][80/627] lr: 3.147e-02, eta: 23:42:43, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5708, loss_cls: 3.0797, loss: 3.0797 2020-07-03 10:48:40,845 - mmaction - INFO - Epoch [125][100/627] lr: 3.147e-02, eta: 23:42:19, time: 0.888, data_time: 0.008, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5750, loss_cls: 3.0365, loss: 3.0365 2020-07-03 10:48:58,656 - mmaction - INFO - Epoch [125][120/627] lr: 3.147e-02, eta: 23:41:55, time: 0.890, data_time: 0.001, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5771, loss_cls: 3.0864, loss: 3.0864 2020-07-03 10:49:16,314 - mmaction - INFO - Epoch [125][140/627] lr: 3.147e-02, eta: 23:41:31, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3438, top5_acc: 0.6104, loss_cls: 2.9716, loss: 2.9716 2020-07-03 10:49:34,051 - mmaction - INFO - Epoch [125][160/627] lr: 3.147e-02, eta: 23:41:07, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6021, loss_cls: 2.9956, loss: 2.9956 2020-07-03 10:49:51,751 - mmaction - INFO - Epoch [125][180/627] lr: 3.147e-02, eta: 23:40:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6125, loss_cls: 2.9534, loss: 2.9534 2020-07-03 10:50:10,746 - mmaction - INFO - Epoch [125][200/627] lr: 3.147e-02, eta: 23:40:20, time: 0.949, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5917, loss_cls: 3.0571, loss: 3.0571 2020-07-03 10:50:28,476 - mmaction - INFO - Epoch [125][220/627] lr: 3.147e-02, eta: 23:39:57, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5792, loss_cls: 2.9719, loss: 2.9719 2020-07-03 10:50:46,216 - mmaction - INFO - Epoch [125][240/627] lr: 3.147e-02, eta: 23:39:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5729, loss_cls: 3.1065, loss: 3.1065 2020-07-03 10:51:03,944 - mmaction - INFO - Epoch [125][260/627] lr: 3.147e-02, eta: 23:39:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5771, loss_cls: 3.0369, loss: 3.0369 2020-07-03 10:51:21,717 - mmaction - INFO - Epoch [125][280/627] lr: 3.147e-02, eta: 23:38:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5417, loss_cls: 3.1500, loss: 3.1500 2020-07-03 10:51:39,483 - mmaction - INFO - Epoch [125][300/627] lr: 3.147e-02, eta: 23:38:21, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5813, loss_cls: 2.9551, loss: 2.9551 2020-07-03 10:51:57,201 - mmaction - INFO - Epoch [125][320/627] lr: 3.147e-02, eta: 23:37:57, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5292, loss_cls: 3.3090, loss: 3.3090 2020-07-03 10:52:14,891 - mmaction - INFO - Epoch [125][340/627] lr: 3.147e-02, eta: 23:37:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5750, loss_cls: 3.0600, loss: 3.0600 2020-07-03 10:52:32,613 - mmaction - INFO - Epoch [125][360/627] lr: 3.147e-02, eta: 23:37:09, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5563, loss_cls: 3.1109, loss: 3.1109 2020-07-03 10:52:50,410 - mmaction - INFO - Epoch [125][380/627] lr: 3.147e-02, eta: 23:36:45, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.5917, loss_cls: 2.9526, loss: 2.9526 2020-07-03 10:53:08,156 - mmaction - INFO - Epoch [125][400/627] lr: 3.147e-02, eta: 23:36:21, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5979, loss_cls: 2.8801, loss: 2.8801 2020-07-03 10:53:25,850 - mmaction - INFO - Epoch [125][420/627] lr: 3.147e-02, eta: 23:35:57, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5833, loss_cls: 3.0407, loss: 3.0407 2020-07-03 10:53:43,551 - mmaction - INFO - Epoch [125][440/627] lr: 3.147e-02, eta: 23:35:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5354, loss_cls: 3.1295, loss: 3.1295 2020-07-03 10:54:01,279 - mmaction - INFO - Epoch [125][460/627] lr: 3.147e-02, eta: 23:35:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5687, loss_cls: 3.1050, loss: 3.1050 2020-07-03 10:54:18,992 - mmaction - INFO - Epoch [125][480/627] lr: 3.147e-02, eta: 23:34:46, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.9554, loss: 2.9554 2020-07-03 10:54:36,693 - mmaction - INFO - Epoch [125][500/627] lr: 3.147e-02, eta: 23:34:22, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5458, loss_cls: 3.1365, loss: 3.1365 2020-07-03 10:54:54,428 - mmaction - INFO - Epoch [125][520/627] lr: 3.147e-02, eta: 23:33:58, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5583, loss_cls: 3.1965, loss: 3.1965 2020-07-03 10:55:12,165 - mmaction - INFO - Epoch [125][540/627] lr: 3.147e-02, eta: 23:33:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1175, loss: 3.1175 2020-07-03 10:55:29,967 - mmaction - INFO - Epoch [125][560/627] lr: 3.147e-02, eta: 23:33:10, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5479, loss_cls: 3.1240, loss: 3.1240 2020-07-03 10:55:47,666 - mmaction - INFO - Epoch [125][580/627] lr: 3.147e-02, eta: 23:32:46, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5771, loss_cls: 3.0310, loss: 3.0310 2020-07-03 10:56:05,717 - mmaction - INFO - Epoch [125][600/627] lr: 3.147e-02, eta: 23:32:23, time: 0.896, data_time: 0.012, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5521, loss_cls: 3.0912, loss: 3.0912 2020-07-03 10:56:23,541 - mmaction - INFO - Epoch [125][620/627] lr: 3.147e-02, eta: 23:31:59, time: 0.898, data_time: 0.017, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5229, loss_cls: 3.1848, loss: 3.1848 2020-07-03 10:59:15,069 - mmaction - INFO - Epoch [126][20/627] lr: 3.110e-02, eta: 23:34:02, time: 8.141, data_time: 7.169, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5813, loss_cls: 3.1210, loss: 3.1210 2020-07-03 10:59:32,665 - mmaction - INFO - Epoch [126][40/627] lr: 3.110e-02, eta: 23:33:38, time: 0.884, data_time: 0.008, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5437, loss_cls: 3.1795, loss: 3.1795 2020-07-03 10:59:50,282 - mmaction - INFO - Epoch [126][60/627] lr: 3.110e-02, eta: 23:33:14, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5521, loss_cls: 3.0214, loss: 3.0214 2020-07-03 11:00:18,724 - mmaction - INFO - Epoch [126][80/627] lr: 3.110e-02, eta: 23:33:02, time: 1.415, data_time: 0.005, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5562, loss_cls: 3.0635, loss: 3.0635 2020-07-03 11:00:36,401 - mmaction - INFO - Epoch [126][100/627] lr: 3.110e-02, eta: 23:32:38, time: 0.890, data_time: 0.012, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5417, loss_cls: 3.2073, loss: 3.2073 2020-07-03 11:00:54,065 - mmaction - INFO - Epoch [126][120/627] lr: 3.110e-02, eta: 23:32:14, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6021, loss_cls: 2.9174, loss: 2.9174 2020-07-03 11:01:11,721 - mmaction - INFO - Epoch [126][140/627] lr: 3.110e-02, eta: 23:31:50, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5042, loss_cls: 3.2879, loss: 3.2879 2020-07-03 11:01:29,433 - mmaction - INFO - Epoch [126][160/627] lr: 3.110e-02, eta: 23:31:26, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.2812, top5_acc: 0.5417, loss_cls: 3.3494, loss: 3.3494 2020-07-03 11:01:47,123 - mmaction - INFO - Epoch [126][180/627] lr: 3.110e-02, eta: 23:31:02, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5771, loss_cls: 3.0203, loss: 3.0203 2020-07-03 11:02:04,912 - mmaction - INFO - Epoch [126][200/627] lr: 3.110e-02, eta: 23:30:38, time: 0.888, data_time: 0.008, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5604, loss_cls: 3.1974, loss: 3.1974 2020-07-03 11:02:22,630 - mmaction - INFO - Epoch [126][220/627] lr: 3.110e-02, eta: 23:30:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5521, loss_cls: 3.1248, loss: 3.1248 2020-07-03 11:02:40,356 - mmaction - INFO - Epoch [126][240/627] lr: 3.110e-02, eta: 23:29:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5625, loss_cls: 3.0824, loss: 3.0824 2020-07-03 11:02:58,053 - mmaction - INFO - Epoch [126][260/627] lr: 3.110e-02, eta: 23:29:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5583, loss_cls: 3.1675, loss: 3.1675 2020-07-03 11:03:15,769 - mmaction - INFO - Epoch [126][280/627] lr: 3.110e-02, eta: 23:29:03, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5479, loss_cls: 3.1013, loss: 3.1013 2020-07-03 11:03:33,498 - mmaction - INFO - Epoch [126][300/627] lr: 3.110e-02, eta: 23:28:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5896, loss_cls: 3.0198, loss: 3.0198 2020-07-03 11:03:51,233 - mmaction - INFO - Epoch [126][320/627] lr: 3.110e-02, eta: 23:28:15, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5854, loss_cls: 3.0811, loss: 3.0811 2020-07-03 11:04:09,000 - mmaction - INFO - Epoch [126][340/627] lr: 3.110e-02, eta: 23:27:51, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5625, loss_cls: 3.1273, loss: 3.1273 2020-07-03 11:04:26,726 - mmaction - INFO - Epoch [126][360/627] lr: 3.110e-02, eta: 23:27:27, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5479, loss_cls: 3.1059, loss: 3.1059 2020-07-03 11:04:44,437 - mmaction - INFO - Epoch [126][380/627] lr: 3.110e-02, eta: 23:27:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5479, loss_cls: 3.1595, loss: 3.1595 2020-07-03 11:05:02,172 - mmaction - INFO - Epoch [126][400/627] lr: 3.110e-02, eta: 23:26:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5354, loss_cls: 3.2372, loss: 3.2372 2020-07-03 11:05:20,622 - mmaction - INFO - Epoch [126][420/627] lr: 3.110e-02, eta: 23:26:16, time: 0.923, data_time: 0.001, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5875, loss_cls: 3.0472, loss: 3.0472 2020-07-03 11:05:38,316 - mmaction - INFO - Epoch [126][440/627] lr: 3.110e-02, eta: 23:25:52, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5750, loss_cls: 3.0755, loss: 3.0755 2020-07-03 11:05:56,022 - mmaction - INFO - Epoch [126][460/627] lr: 3.110e-02, eta: 23:25:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5771, loss_cls: 2.9645, loss: 2.9645 2020-07-03 11:06:13,730 - mmaction - INFO - Epoch [126][480/627] lr: 3.110e-02, eta: 23:25:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5687, loss_cls: 3.1007, loss: 3.1007 2020-07-03 11:06:31,464 - mmaction - INFO - Epoch [126][500/627] lr: 3.110e-02, eta: 23:24:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5542, loss_cls: 3.1430, loss: 3.1430 2020-07-03 11:06:49,229 - mmaction - INFO - Epoch [126][520/627] lr: 3.110e-02, eta: 23:24:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5396, loss_cls: 3.2484, loss: 3.2484 2020-07-03 11:07:06,927 - mmaction - INFO - Epoch [126][540/627] lr: 3.110e-02, eta: 23:23:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5292, loss_cls: 3.2363, loss: 3.2363 2020-07-03 11:07:24,650 - mmaction - INFO - Epoch [126][560/627] lr: 3.110e-02, eta: 23:23:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5500, loss_cls: 3.1532, loss: 3.1532 2020-07-03 11:07:42,317 - mmaction - INFO - Epoch [126][580/627] lr: 3.110e-02, eta: 23:23:05, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5604, loss_cls: 3.0720, loss: 3.0720 2020-07-03 11:08:00,104 - mmaction - INFO - Epoch [126][600/627] lr: 3.110e-02, eta: 23:22:41, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5854, loss_cls: 3.0578, loss: 3.0578 2020-07-03 11:08:17,752 - mmaction - INFO - Epoch [126][620/627] lr: 3.110e-02, eta: 23:22:17, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5542, loss_cls: 3.1765, loss: 3.1765 2020-07-03 11:10:31,247 - mmaction - INFO - Epoch [127][20/627] lr: 3.074e-02, eta: 23:23:31, time: 6.022, data_time: 4.913, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5646, loss_cls: 3.0861, loss: 3.0861 2020-07-03 11:10:48,811 - mmaction - INFO - Epoch [127][40/627] lr: 3.074e-02, eta: 23:23:07, time: 0.878, data_time: 0.004, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5896, loss_cls: 2.9570, loss: 2.9570 2020-07-03 11:11:06,483 - mmaction - INFO - Epoch [127][60/627] lr: 3.074e-02, eta: 23:22:43, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6000, loss_cls: 2.9571, loss: 2.9571 2020-07-03 11:11:24,146 - mmaction - INFO - Epoch [127][80/627] lr: 3.074e-02, eta: 23:22:19, time: 0.884, data_time: 0.004, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5917, loss_cls: 2.9285, loss: 2.9285 2020-07-03 11:11:41,752 - mmaction - INFO - Epoch [127][100/627] lr: 3.074e-02, eta: 23:21:55, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9812, loss: 2.9812 2020-07-03 11:11:59,439 - mmaction - INFO - Epoch [127][120/627] lr: 3.074e-02, eta: 23:21:31, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5417, loss_cls: 3.2674, loss: 3.2674 2020-07-03 11:12:17,087 - mmaction - INFO - Epoch [127][140/627] lr: 3.074e-02, eta: 23:21:07, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5875, loss_cls: 3.0136, loss: 3.0136 2020-07-03 11:12:34,778 - mmaction - INFO - Epoch [127][160/627] lr: 3.074e-02, eta: 23:20:43, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5521, loss_cls: 3.1192, loss: 3.1192 2020-07-03 11:12:52,481 - mmaction - INFO - Epoch [127][180/627] lr: 3.074e-02, eta: 23:20:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5979, loss_cls: 2.8766, loss: 2.8766 2020-07-03 11:13:10,207 - mmaction - INFO - Epoch [127][200/627] lr: 3.074e-02, eta: 23:19:56, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5625, loss_cls: 3.0655, loss: 3.0655 2020-07-03 11:13:27,936 - mmaction - INFO - Epoch [127][220/627] lr: 3.074e-02, eta: 23:19:32, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5292, loss_cls: 3.1994, loss: 3.1994 2020-07-03 11:13:45,679 - mmaction - INFO - Epoch [127][240/627] lr: 3.074e-02, eta: 23:19:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5625, loss_cls: 3.0662, loss: 3.0662 2020-07-03 11:14:03,430 - mmaction - INFO - Epoch [127][260/627] lr: 3.074e-02, eta: 23:18:44, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5354, loss_cls: 3.1939, loss: 3.1939 2020-07-03 11:14:21,208 - mmaction - INFO - Epoch [127][280/627] lr: 3.074e-02, eta: 23:18:20, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5625, loss_cls: 3.1490, loss: 3.1490 2020-07-03 11:14:38,946 - mmaction - INFO - Epoch [127][300/627] lr: 3.074e-02, eta: 23:17:56, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5729, loss_cls: 3.0039, loss: 3.0039 2020-07-03 11:14:56,703 - mmaction - INFO - Epoch [127][320/627] lr: 3.074e-02, eta: 23:17:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5646, loss_cls: 3.1860, loss: 3.1860 2020-07-03 11:15:14,433 - mmaction - INFO - Epoch [127][340/627] lr: 3.074e-02, eta: 23:17:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5604, loss_cls: 3.2158, loss: 3.2158 2020-07-03 11:15:32,213 - mmaction - INFO - Epoch [127][360/627] lr: 3.074e-02, eta: 23:16:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.6104, loss_cls: 2.9531, loss: 2.9531 2020-07-03 11:15:50,003 - mmaction - INFO - Epoch [127][380/627] lr: 3.074e-02, eta: 23:16:21, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5396, loss_cls: 3.2227, loss: 3.2227 2020-07-03 11:16:07,701 - mmaction - INFO - Epoch [127][400/627] lr: 3.074e-02, eta: 23:15:57, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5708, loss_cls: 3.0867, loss: 3.0867 2020-07-03 11:16:25,449 - mmaction - INFO - Epoch [127][420/627] lr: 3.074e-02, eta: 23:15:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6042, loss_cls: 2.9735, loss: 2.9735 2020-07-03 11:16:43,141 - mmaction - INFO - Epoch [127][440/627] lr: 3.074e-02, eta: 23:15:10, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5667, loss_cls: 3.0952, loss: 3.0952 2020-07-03 11:17:00,878 - mmaction - INFO - Epoch [127][460/627] lr: 3.074e-02, eta: 23:14:46, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5479, loss_cls: 3.2380, loss: 3.2380 2020-07-03 11:17:18,641 - mmaction - INFO - Epoch [127][480/627] lr: 3.074e-02, eta: 23:14:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5708, loss_cls: 3.1168, loss: 3.1168 2020-07-03 11:17:36,407 - mmaction - INFO - Epoch [127][500/627] lr: 3.074e-02, eta: 23:13:58, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5646, loss_cls: 3.0991, loss: 3.0991 2020-07-03 11:17:54,194 - mmaction - INFO - Epoch [127][520/627] lr: 3.074e-02, eta: 23:13:34, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5875, loss_cls: 3.0774, loss: 3.0774 2020-07-03 11:18:11,890 - mmaction - INFO - Epoch [127][540/627] lr: 3.074e-02, eta: 23:13:11, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5625, loss_cls: 3.1765, loss: 3.1765 2020-07-03 11:18:29,650 - mmaction - INFO - Epoch [127][560/627] lr: 3.074e-02, eta: 23:12:47, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5604, loss_cls: 3.1560, loss: 3.1560 2020-07-03 11:18:47,366 - mmaction - INFO - Epoch [127][580/627] lr: 3.074e-02, eta: 23:12:23, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5813, loss_cls: 3.0860, loss: 3.0860 2020-07-03 11:19:05,092 - mmaction - INFO - Epoch [127][600/627] lr: 3.074e-02, eta: 23:11:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5708, loss_cls: 3.0537, loss: 3.0537 2020-07-03 11:19:22,869 - mmaction - INFO - Epoch [127][620/627] lr: 3.074e-02, eta: 23:11:35, time: 0.890, data_time: 0.007, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5750, loss_cls: 3.0706, loss: 3.0706 2020-07-03 11:21:14,384 - mmaction - INFO - Epoch [128][20/627] lr: 3.037e-02, eta: 23:12:30, time: 5.195, data_time: 4.295, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5812, loss_cls: 3.1203, loss: 3.1203 2020-07-03 11:21:32,050 - mmaction - INFO - Epoch [128][40/627] lr: 3.037e-02, eta: 23:12:06, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.2917, top5_acc: 0.5646, loss_cls: 3.1718, loss: 3.1718 2020-07-03 11:21:49,614 - mmaction - INFO - Epoch [128][60/627] lr: 3.037e-02, eta: 23:11:42, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5667, loss_cls: 3.0983, loss: 3.0983 2020-07-03 11:22:07,283 - mmaction - INFO - Epoch [128][80/627] lr: 3.037e-02, eta: 23:11:18, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5917, loss_cls: 2.9698, loss: 2.9698 2020-07-03 11:22:24,982 - mmaction - INFO - Epoch [128][100/627] lr: 3.037e-02, eta: 23:10:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5750, loss_cls: 3.1022, loss: 3.1022 2020-07-03 11:22:42,632 - mmaction - INFO - Epoch [128][120/627] lr: 3.037e-02, eta: 23:10:30, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5792, loss_cls: 3.0378, loss: 3.0378 2020-07-03 11:23:00,343 - mmaction - INFO - Epoch [128][140/627] lr: 3.037e-02, eta: 23:10:06, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5542, loss_cls: 3.1867, loss: 3.1867 2020-07-03 11:23:18,036 - mmaction - INFO - Epoch [128][160/627] lr: 3.037e-02, eta: 23:09:43, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5938, loss_cls: 2.9460, loss: 2.9460 2020-07-03 11:23:35,720 - mmaction - INFO - Epoch [128][180/627] lr: 3.037e-02, eta: 23:09:19, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5604, loss_cls: 3.1690, loss: 3.1690 2020-07-03 11:23:53,428 - mmaction - INFO - Epoch [128][200/627] lr: 3.037e-02, eta: 23:08:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5583, loss_cls: 3.0899, loss: 3.0899 2020-07-03 11:24:11,178 - mmaction - INFO - Epoch [128][220/627] lr: 3.037e-02, eta: 23:08:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5625, loss_cls: 3.1526, loss: 3.1526 2020-07-03 11:24:28,863 - mmaction - INFO - Epoch [128][240/627] lr: 3.037e-02, eta: 23:08:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.6042, loss_cls: 2.9817, loss: 2.9817 2020-07-03 11:24:46,558 - mmaction - INFO - Epoch [128][260/627] lr: 3.037e-02, eta: 23:07:43, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.6083, loss_cls: 3.0765, loss: 3.0765 2020-07-03 11:25:05,145 - mmaction - INFO - Epoch [128][280/627] lr: 3.037e-02, eta: 23:07:21, time: 0.930, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6125, loss_cls: 2.7766, loss: 2.7766 2020-07-03 11:25:22,772 - mmaction - INFO - Epoch [128][300/627] lr: 3.037e-02, eta: 23:06:57, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6021, loss_cls: 2.9846, loss: 2.9846 2020-07-03 11:25:40,427 - mmaction - INFO - Epoch [128][320/627] lr: 3.037e-02, eta: 23:06:33, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5792, loss_cls: 3.0417, loss: 3.0417 2020-07-03 11:25:58,140 - mmaction - INFO - Epoch [128][340/627] lr: 3.037e-02, eta: 23:06:09, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5979, loss_cls: 2.9493, loss: 2.9493 2020-07-03 11:26:15,841 - mmaction - INFO - Epoch [128][360/627] lr: 3.037e-02, eta: 23:05:45, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5750, loss_cls: 3.1328, loss: 3.1328 2020-07-03 11:26:33,559 - mmaction - INFO - Epoch [128][380/627] lr: 3.037e-02, eta: 23:05:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5375, loss_cls: 3.2426, loss: 3.2426 2020-07-03 11:26:51,296 - mmaction - INFO - Epoch [128][400/627] lr: 3.037e-02, eta: 23:04:58, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5625, loss_cls: 3.1252, loss: 3.1252 2020-07-03 11:27:09,052 - mmaction - INFO - Epoch [128][420/627] lr: 3.037e-02, eta: 23:04:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5896, loss_cls: 2.9812, loss: 2.9812 2020-07-03 11:27:26,758 - mmaction - INFO - Epoch [128][440/627] lr: 3.037e-02, eta: 23:04:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 3.0003, loss: 3.0003 2020-07-03 11:27:44,481 - mmaction - INFO - Epoch [128][460/627] lr: 3.037e-02, eta: 23:03:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5438, loss_cls: 3.1831, loss: 3.1831 2020-07-03 11:28:02,203 - mmaction - INFO - Epoch [128][480/627] lr: 3.037e-02, eta: 23:03:22, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5396, loss_cls: 3.2128, loss: 3.2128 2020-07-03 11:28:19,957 - mmaction - INFO - Epoch [128][500/627] lr: 3.037e-02, eta: 23:02:59, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5729, loss_cls: 3.0487, loss: 3.0487 2020-07-03 11:28:37,685 - mmaction - INFO - Epoch [128][520/627] lr: 3.037e-02, eta: 23:02:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5375, loss_cls: 3.1917, loss: 3.1917 2020-07-03 11:28:55,437 - mmaction - INFO - Epoch [128][540/627] lr: 3.037e-02, eta: 23:02:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5625, loss_cls: 3.1518, loss: 3.1518 2020-07-03 11:29:13,199 - mmaction - INFO - Epoch [128][560/627] lr: 3.037e-02, eta: 23:01:47, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5813, loss_cls: 3.1778, loss: 3.1778 2020-07-03 11:29:30,945 - mmaction - INFO - Epoch [128][580/627] lr: 3.037e-02, eta: 23:01:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5375, loss_cls: 3.0968, loss: 3.0968 2020-07-03 11:29:48,736 - mmaction - INFO - Epoch [128][600/627] lr: 3.037e-02, eta: 23:01:00, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5875, loss_cls: 3.0612, loss: 3.0612 2020-07-03 11:30:06,478 - mmaction - INFO - Epoch [128][620/627] lr: 3.037e-02, eta: 23:00:36, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6021, loss_cls: 2.9302, loss: 2.9302 2020-07-03 11:30:14,849 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-07-03 11:32:09,207 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 11:32:10,158 - mmaction - INFO - top1_acc 0.3756 top5_acc 0.6185 2020-07-03 11:32:10,158 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 11:32:10,228 - mmaction - INFO - mean_acc 0.3756 2020-07-03 11:32:10,235 - mmaction - INFO - Epoch [128][627/627] lr: 3.037e-02, top1_acc: 0.3756, top5_acc: 0.6185, mean_class_accuracy: 0.3756 2020-07-03 11:34:05,373 - mmaction - INFO - Epoch [129][20/627] lr: 3.000e-02, eta: 23:01:41, time: 5.756, data_time: 4.843, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5750, loss_cls: 3.0607, loss: 3.0607 2020-07-03 11:34:22,993 - mmaction - INFO - Epoch [129][40/627] lr: 3.000e-02, eta: 23:01:18, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5958, loss_cls: 3.0180, loss: 3.0180 2020-07-03 11:34:40,627 - mmaction - INFO - Epoch [129][60/627] lr: 3.000e-02, eta: 23:00:54, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5646, loss_cls: 3.1308, loss: 3.1308 2020-07-03 11:34:58,245 - mmaction - INFO - Epoch [129][80/627] lr: 3.000e-02, eta: 23:00:30, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.3083, top5_acc: 0.5583, loss_cls: 3.1434, loss: 3.1434 2020-07-03 11:35:16,380 - mmaction - INFO - Epoch [129][100/627] lr: 3.000e-02, eta: 23:00:06, time: 0.907, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5854, loss_cls: 3.0635, loss: 3.0635 2020-07-03 11:35:34,126 - mmaction - INFO - Epoch [129][120/627] lr: 3.000e-02, eta: 22:59:43, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5437, loss_cls: 3.1209, loss: 3.1209 2020-07-03 11:35:51,801 - mmaction - INFO - Epoch [129][140/627] lr: 3.000e-02, eta: 22:59:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5896, loss_cls: 3.0173, loss: 3.0173 2020-07-03 11:36:09,541 - mmaction - INFO - Epoch [129][160/627] lr: 3.000e-02, eta: 22:58:55, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6104, loss_cls: 2.9398, loss: 2.9398 2020-07-03 11:36:27,236 - mmaction - INFO - Epoch [129][180/627] lr: 3.000e-02, eta: 22:58:31, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5625, loss_cls: 3.2178, loss: 3.2178 2020-07-03 11:36:44,973 - mmaction - INFO - Epoch [129][200/627] lr: 3.000e-02, eta: 22:58:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5583, loss_cls: 3.1507, loss: 3.1507 2020-07-03 11:37:02,689 - mmaction - INFO - Epoch [129][220/627] lr: 3.000e-02, eta: 22:57:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5354, loss_cls: 3.1743, loss: 3.1743 2020-07-03 11:37:20,418 - mmaction - INFO - Epoch [129][240/627] lr: 3.000e-02, eta: 22:57:20, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5833, loss_cls: 3.1809, loss: 3.1809 2020-07-03 11:37:38,128 - mmaction - INFO - Epoch [129][260/627] lr: 3.000e-02, eta: 22:56:56, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5521, loss_cls: 3.1384, loss: 3.1384 2020-07-03 11:37:55,817 - mmaction - INFO - Epoch [129][280/627] lr: 3.000e-02, eta: 22:56:32, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.6062, loss_cls: 2.9868, loss: 2.9868 2020-07-03 11:38:13,559 - mmaction - INFO - Epoch [129][300/627] lr: 3.000e-02, eta: 22:56:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5062, loss_cls: 3.3476, loss: 3.3476 2020-07-03 11:38:31,244 - mmaction - INFO - Epoch [129][320/627] lr: 3.000e-02, eta: 22:55:45, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5521, loss_cls: 3.1139, loss: 3.1139 2020-07-03 11:38:48,967 - mmaction - INFO - Epoch [129][340/627] lr: 3.000e-02, eta: 22:55:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5625, loss_cls: 3.1035, loss: 3.1035 2020-07-03 11:39:06,690 - mmaction - INFO - Epoch [129][360/627] lr: 3.000e-02, eta: 22:54:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5792, loss_cls: 3.0445, loss: 3.0445 2020-07-03 11:39:24,399 - mmaction - INFO - Epoch [129][380/627] lr: 3.000e-02, eta: 22:54:34, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0432, loss: 3.0432 2020-07-03 11:39:42,124 - mmaction - INFO - Epoch [129][400/627] lr: 3.000e-02, eta: 22:54:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5521, loss_cls: 3.1238, loss: 3.1238 2020-07-03 11:39:59,846 - mmaction - INFO - Epoch [129][420/627] lr: 3.000e-02, eta: 22:53:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2979, top5_acc: 0.5167, loss_cls: 3.3241, loss: 3.3241 2020-07-03 11:40:17,636 - mmaction - INFO - Epoch [129][440/627] lr: 3.000e-02, eta: 22:53:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5500, loss_cls: 3.3022, loss: 3.3022 2020-07-03 11:40:35,378 - mmaction - INFO - Epoch [129][460/627] lr: 3.000e-02, eta: 22:52:59, time: 0.891, data_time: 0.005, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5188, loss_cls: 3.2957, loss: 3.2957 2020-07-03 11:40:53,062 - mmaction - INFO - Epoch [129][480/627] lr: 3.000e-02, eta: 22:52:35, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5917, loss_cls: 2.9665, loss: 2.9665 2020-07-03 11:41:10,761 - mmaction - INFO - Epoch [129][500/627] lr: 3.000e-02, eta: 22:52:11, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5167, loss_cls: 3.1871, loss: 3.1871 2020-07-03 11:41:28,475 - mmaction - INFO - Epoch [129][520/627] lr: 3.000e-02, eta: 22:51:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5604, loss_cls: 3.1533, loss: 3.1533 2020-07-03 11:41:46,185 - mmaction - INFO - Epoch [129][540/627] lr: 3.000e-02, eta: 22:51:24, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5521, loss_cls: 3.1853, loss: 3.1853 2020-07-03 11:42:03,925 - mmaction - INFO - Epoch [129][560/627] lr: 3.000e-02, eta: 22:51:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 3.0905, loss: 3.0905 2020-07-03 11:42:21,593 - mmaction - INFO - Epoch [129][580/627] lr: 3.000e-02, eta: 22:50:36, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5563, loss_cls: 3.0483, loss: 3.0483 2020-07-03 11:42:39,262 - mmaction - INFO - Epoch [129][600/627] lr: 3.000e-02, eta: 22:50:12, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5479, loss_cls: 3.1505, loss: 3.1505 2020-07-03 11:42:56,982 - mmaction - INFO - Epoch [129][620/627] lr: 3.000e-02, eta: 22:49:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5813, loss_cls: 3.1065, loss: 3.1065 2020-07-03 11:44:44,893 - mmaction - INFO - Epoch [130][20/627] lr: 2.963e-02, eta: 22:50:36, time: 4.979, data_time: 4.044, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5521, loss_cls: 3.1456, loss: 3.1456 2020-07-03 11:45:05,014 - mmaction - INFO - Epoch [130][40/627] lr: 2.963e-02, eta: 22:50:15, time: 1.001, data_time: 0.004, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5792, loss_cls: 3.0023, loss: 3.0023 2020-07-03 11:45:22,683 - mmaction - INFO - Epoch [130][60/627] lr: 2.963e-02, eta: 22:49:51, time: 0.888, data_time: 0.010, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5896, loss_cls: 3.0620, loss: 3.0620 2020-07-03 11:45:40,323 - mmaction - INFO - Epoch [130][80/627] lr: 2.963e-02, eta: 22:49:27, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5604, loss_cls: 3.0226, loss: 3.0226 2020-07-03 11:45:58,002 - mmaction - INFO - Epoch [130][100/627] lr: 2.963e-02, eta: 22:49:04, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5792, loss_cls: 3.0176, loss: 3.0176 2020-07-03 11:46:15,716 - mmaction - INFO - Epoch [130][120/627] lr: 2.963e-02, eta: 22:48:40, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6250, loss_cls: 2.8266, loss: 2.8266 2020-07-03 11:46:33,409 - mmaction - INFO - Epoch [130][140/627] lr: 2.963e-02, eta: 22:48:16, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5854, loss_cls: 3.0924, loss: 3.0924 2020-07-03 11:46:51,142 - mmaction - INFO - Epoch [130][160/627] lr: 2.963e-02, eta: 22:47:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5938, loss_cls: 2.9635, loss: 2.9635 2020-07-03 11:47:08,817 - mmaction - INFO - Epoch [130][180/627] lr: 2.963e-02, eta: 22:47:28, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5813, loss_cls: 3.0347, loss: 3.0347 2020-07-03 11:47:26,509 - mmaction - INFO - Epoch [130][200/627] lr: 2.963e-02, eta: 22:47:05, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5417, loss_cls: 3.1510, loss: 3.1510 2020-07-03 11:47:44,210 - mmaction - INFO - Epoch [130][220/627] lr: 2.963e-02, eta: 22:46:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5354, loss_cls: 3.1778, loss: 3.1778 2020-07-03 11:48:01,906 - mmaction - INFO - Epoch [130][240/627] lr: 2.963e-02, eta: 22:46:17, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5750, loss_cls: 3.0619, loss: 3.0619 2020-07-03 11:48:19,642 - mmaction - INFO - Epoch [130][260/627] lr: 2.963e-02, eta: 22:45:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5813, loss_cls: 3.0365, loss: 3.0365 2020-07-03 11:48:37,351 - mmaction - INFO - Epoch [130][280/627] lr: 2.963e-02, eta: 22:45:30, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1590, loss: 3.1590 2020-07-03 11:48:55,065 - mmaction - INFO - Epoch [130][300/627] lr: 2.963e-02, eta: 22:45:06, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5563, loss_cls: 3.1176, loss: 3.1176 2020-07-03 11:49:12,769 - mmaction - INFO - Epoch [130][320/627] lr: 2.963e-02, eta: 22:44:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5646, loss_cls: 3.0946, loss: 3.0946 2020-07-03 11:49:32,711 - mmaction - INFO - Epoch [130][340/627] lr: 2.963e-02, eta: 22:44:21, time: 0.995, data_time: 0.092, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5583, loss_cls: 3.0919, loss: 3.0919 2020-07-03 11:49:50,458 - mmaction - INFO - Epoch [130][360/627] lr: 2.963e-02, eta: 22:43:57, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3687, top5_acc: 0.6021, loss_cls: 3.0082, loss: 3.0082 2020-07-03 11:50:10,409 - mmaction - INFO - Epoch [130][380/627] lr: 2.963e-02, eta: 22:43:36, time: 0.998, data_time: 0.110, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5771, loss_cls: 3.0568, loss: 3.0568 2020-07-03 11:50:28,101 - mmaction - INFO - Epoch [130][400/627] lr: 2.963e-02, eta: 22:43:12, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5354, loss_cls: 3.2332, loss: 3.2332 2020-07-03 11:50:45,811 - mmaction - INFO - Epoch [130][420/627] lr: 2.963e-02, eta: 22:42:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5729, loss_cls: 3.0241, loss: 3.0241 2020-07-03 11:51:03,514 - mmaction - INFO - Epoch [130][440/627] lr: 2.963e-02, eta: 22:42:25, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5688, loss_cls: 3.0245, loss: 3.0245 2020-07-03 11:51:21,216 - mmaction - INFO - Epoch [130][460/627] lr: 2.963e-02, eta: 22:42:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 3.0108, loss: 3.0108 2020-07-03 11:51:38,964 - mmaction - INFO - Epoch [130][480/627] lr: 2.963e-02, eta: 22:41:38, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5708, loss_cls: 3.0662, loss: 3.0662 2020-07-03 11:51:56,718 - mmaction - INFO - Epoch [130][500/627] lr: 2.963e-02, eta: 22:41:14, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5229, loss_cls: 3.2997, loss: 3.2997 2020-07-03 11:52:14,430 - mmaction - INFO - Epoch [130][520/627] lr: 2.963e-02, eta: 22:40:50, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5417, loss_cls: 3.2262, loss: 3.2262 2020-07-03 11:52:32,178 - mmaction - INFO - Epoch [130][540/627] lr: 2.963e-02, eta: 22:40:27, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5958, loss_cls: 2.9872, loss: 2.9872 2020-07-03 11:52:49,944 - mmaction - INFO - Epoch [130][560/627] lr: 2.963e-02, eta: 22:40:03, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5833, loss_cls: 3.0313, loss: 3.0313 2020-07-03 11:53:07,606 - mmaction - INFO - Epoch [130][580/627] lr: 2.963e-02, eta: 22:39:39, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3583, top5_acc: 0.6125, loss_cls: 2.9571, loss: 2.9571 2020-07-03 11:53:25,352 - mmaction - INFO - Epoch [130][600/627] lr: 2.963e-02, eta: 22:39:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5563, loss_cls: 3.1018, loss: 3.1018 2020-07-03 11:53:43,060 - mmaction - INFO - Epoch [130][620/627] lr: 2.963e-02, eta: 22:38:52, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5875, loss_cls: 3.1026, loss: 3.1026 2020-07-03 11:55:46,620 - mmaction - INFO - Epoch [131][20/627] lr: 2.926e-02, eta: 22:39:54, time: 5.734, data_time: 4.811, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5729, loss_cls: 3.0578, loss: 3.0578 2020-07-03 11:56:04,252 - mmaction - INFO - Epoch [131][40/627] lr: 2.926e-02, eta: 22:39:30, time: 0.883, data_time: 0.007, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5646, loss_cls: 3.0075, loss: 3.0075 2020-07-03 11:56:21,877 - mmaction - INFO - Epoch [131][60/627] lr: 2.926e-02, eta: 22:39:06, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5479, loss_cls: 3.2213, loss: 3.2213 2020-07-03 11:56:39,538 - mmaction - INFO - Epoch [131][80/627] lr: 2.926e-02, eta: 22:38:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5792, loss_cls: 3.0684, loss: 3.0684 2020-07-03 11:56:57,174 - mmaction - INFO - Epoch [131][100/627] lr: 2.926e-02, eta: 22:38:19, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5104, loss_cls: 3.3224, loss: 3.3224 2020-07-03 11:57:14,858 - mmaction - INFO - Epoch [131][120/627] lr: 2.926e-02, eta: 22:37:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.6000, loss_cls: 2.9817, loss: 2.9817 2020-07-03 11:57:32,506 - mmaction - INFO - Epoch [131][140/627] lr: 2.926e-02, eta: 22:37:31, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.2854, top5_acc: 0.5208, loss_cls: 3.3294, loss: 3.3294 2020-07-03 11:57:50,215 - mmaction - INFO - Epoch [131][160/627] lr: 2.926e-02, eta: 22:37:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5625, loss_cls: 3.0578, loss: 3.0578 2020-07-03 11:58:07,897 - mmaction - INFO - Epoch [131][180/627] lr: 2.926e-02, eta: 22:36:44, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5771, loss_cls: 2.9987, loss: 2.9987 2020-07-03 11:58:25,627 - mmaction - INFO - Epoch [131][200/627] lr: 2.926e-02, eta: 22:36:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5854, loss_cls: 2.9345, loss: 2.9345 2020-07-03 11:58:43,293 - mmaction - INFO - Epoch [131][220/627] lr: 2.926e-02, eta: 22:35:56, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5729, loss_cls: 3.0086, loss: 3.0086 2020-07-03 11:59:01,012 - mmaction - INFO - Epoch [131][240/627] lr: 2.926e-02, eta: 22:35:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5750, loss_cls: 3.0054, loss: 3.0054 2020-07-03 11:59:18,747 - mmaction - INFO - Epoch [131][260/627] lr: 2.926e-02, eta: 22:35:09, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5958, loss_cls: 2.9270, loss: 2.9270 2020-07-03 11:59:36,456 - mmaction - INFO - Epoch [131][280/627] lr: 2.926e-02, eta: 22:34:45, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6396, loss_cls: 2.8436, loss: 2.8436 2020-07-03 11:59:54,129 - mmaction - INFO - Epoch [131][300/627] lr: 2.926e-02, eta: 22:34:22, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5938, loss_cls: 2.9720, loss: 2.9720 2020-07-03 12:00:20,497 - mmaction - INFO - Epoch [131][320/627] lr: 2.926e-02, eta: 22:34:07, time: 1.315, data_time: 0.002, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5750, loss_cls: 3.1162, loss: 3.1162 2020-07-03 12:00:38,255 - mmaction - INFO - Epoch [131][340/627] lr: 2.926e-02, eta: 22:33:43, time: 0.891, data_time: 0.007, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5646, loss_cls: 3.0411, loss: 3.0411 2020-07-03 12:00:55,948 - mmaction - INFO - Epoch [131][360/627] lr: 2.926e-02, eta: 22:33:20, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5813, loss_cls: 3.0251, loss: 3.0251 2020-07-03 12:01:14,368 - mmaction - INFO - Epoch [131][380/627] lr: 2.926e-02, eta: 22:32:56, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5500, loss_cls: 3.0929, loss: 3.0929 2020-07-03 12:01:32,015 - mmaction - INFO - Epoch [131][400/627] lr: 2.926e-02, eta: 22:32:33, time: 0.918, data_time: 0.037, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5354, loss_cls: 3.2752, loss: 3.2752 2020-07-03 12:01:49,671 - mmaction - INFO - Epoch [131][420/627] lr: 2.926e-02, eta: 22:32:09, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5625, loss_cls: 2.9475, loss: 2.9475 2020-07-03 12:02:07,369 - mmaction - INFO - Epoch [131][440/627] lr: 2.926e-02, eta: 22:31:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5438, loss_cls: 3.0881, loss: 3.0881 2020-07-03 12:02:25,095 - mmaction - INFO - Epoch [131][460/627] lr: 2.926e-02, eta: 22:31:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1483, loss: 3.1483 2020-07-03 12:02:42,772 - mmaction - INFO - Epoch [131][480/627] lr: 2.926e-02, eta: 22:30:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5813, loss_cls: 3.0119, loss: 3.0119 2020-07-03 12:03:00,502 - mmaction - INFO - Epoch [131][500/627] lr: 2.926e-02, eta: 22:30:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 3.1001, loss: 3.1001 2020-07-03 12:03:18,178 - mmaction - INFO - Epoch [131][520/627] lr: 2.926e-02, eta: 22:30:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 3.1043, loss: 3.1043 2020-07-03 12:03:35,889 - mmaction - INFO - Epoch [131][540/627] lr: 2.926e-02, eta: 22:29:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5708, loss_cls: 3.1964, loss: 3.1964 2020-07-03 12:03:53,584 - mmaction - INFO - Epoch [131][560/627] lr: 2.926e-02, eta: 22:29:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5313, loss_cls: 3.2328, loss: 3.2328 2020-07-03 12:04:11,308 - mmaction - INFO - Epoch [131][580/627] lr: 2.926e-02, eta: 22:29:00, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6042, loss_cls: 2.9247, loss: 2.9247 2020-07-03 12:04:29,014 - mmaction - INFO - Epoch [131][600/627] lr: 2.926e-02, eta: 22:28:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5708, loss_cls: 2.9775, loss: 2.9775 2020-07-03 12:04:46,713 - mmaction - INFO - Epoch [131][620/627] lr: 2.926e-02, eta: 22:28:13, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5708, loss_cls: 3.0415, loss: 3.0415 2020-07-03 12:07:05,095 - mmaction - INFO - Epoch [132][20/627] lr: 2.890e-02, eta: 22:29:24, time: 6.274, data_time: 5.379, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5729, loss_cls: 3.0578, loss: 3.0578 2020-07-03 12:07:22,826 - mmaction - INFO - Epoch [132][40/627] lr: 2.890e-02, eta: 22:29:00, time: 0.886, data_time: 0.011, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5854, loss_cls: 3.1275, loss: 3.1275 2020-07-03 12:07:40,384 - mmaction - INFO - Epoch [132][60/627] lr: 2.890e-02, eta: 22:28:37, time: 0.878, data_time: 0.001, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5625, loss_cls: 3.1171, loss: 3.1171 2020-07-03 12:07:58,030 - mmaction - INFO - Epoch [132][80/627] lr: 2.890e-02, eta: 22:28:13, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5333, loss_cls: 3.3001, loss: 3.3001 2020-07-03 12:08:15,665 - mmaction - INFO - Epoch [132][100/627] lr: 2.890e-02, eta: 22:27:49, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5750, loss_cls: 3.1237, loss: 3.1237 2020-07-03 12:08:33,365 - mmaction - INFO - Epoch [132][120/627] lr: 2.890e-02, eta: 22:27:26, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5396, loss_cls: 3.1732, loss: 3.1732 2020-07-03 12:08:51,057 - mmaction - INFO - Epoch [132][140/627] lr: 2.890e-02, eta: 22:27:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5729, loss_cls: 3.1062, loss: 3.1062 2020-07-03 12:09:08,727 - mmaction - INFO - Epoch [132][160/627] lr: 2.890e-02, eta: 22:26:38, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5833, loss_cls: 3.0274, loss: 3.0274 2020-07-03 12:09:26,377 - mmaction - INFO - Epoch [132][180/627] lr: 2.890e-02, eta: 22:26:14, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3021, top5_acc: 0.5354, loss_cls: 3.3240, loss: 3.3240 2020-07-03 12:09:44,094 - mmaction - INFO - Epoch [132][200/627] lr: 2.890e-02, eta: 22:25:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5583, loss_cls: 3.1331, loss: 3.1331 2020-07-03 12:10:01,775 - mmaction - INFO - Epoch [132][220/627] lr: 2.890e-02, eta: 22:25:27, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5771, loss_cls: 3.1996, loss: 3.1996 2020-07-03 12:10:19,771 - mmaction - INFO - Epoch [132][240/627] lr: 2.890e-02, eta: 22:25:04, time: 0.900, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.9113, loss: 2.9113 2020-07-03 12:10:37,513 - mmaction - INFO - Epoch [132][260/627] lr: 2.890e-02, eta: 22:24:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5938, loss_cls: 2.9856, loss: 2.9856 2020-07-03 12:10:55,209 - mmaction - INFO - Epoch [132][280/627] lr: 2.890e-02, eta: 22:24:17, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5750, loss_cls: 3.0817, loss: 3.0817 2020-07-03 12:11:12,898 - mmaction - INFO - Epoch [132][300/627] lr: 2.890e-02, eta: 22:23:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5729, loss_cls: 3.0868, loss: 3.0868 2020-07-03 12:11:30,591 - mmaction - INFO - Epoch [132][320/627] lr: 2.890e-02, eta: 22:23:29, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5667, loss_cls: 3.1092, loss: 3.1092 2020-07-03 12:11:48,276 - mmaction - INFO - Epoch [132][340/627] lr: 2.890e-02, eta: 22:23:06, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5687, loss_cls: 3.0287, loss: 3.0287 2020-07-03 12:12:05,996 - mmaction - INFO - Epoch [132][360/627] lr: 2.890e-02, eta: 22:22:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5438, loss_cls: 3.2808, loss: 3.2808 2020-07-03 12:12:23,681 - mmaction - INFO - Epoch [132][380/627] lr: 2.890e-02, eta: 22:22:18, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5542, loss_cls: 3.1274, loss: 3.1274 2020-07-03 12:12:41,415 - mmaction - INFO - Epoch [132][400/627] lr: 2.890e-02, eta: 22:21:55, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5500, loss_cls: 3.0998, loss: 3.0998 2020-07-03 12:12:59,094 - mmaction - INFO - Epoch [132][420/627] lr: 2.890e-02, eta: 22:21:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5521, loss_cls: 3.1637, loss: 3.1637 2020-07-03 12:13:16,799 - mmaction - INFO - Epoch [132][440/627] lr: 2.890e-02, eta: 22:21:08, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5583, loss_cls: 3.0489, loss: 3.0489 2020-07-03 12:13:34,517 - mmaction - INFO - Epoch [132][460/627] lr: 2.890e-02, eta: 22:20:44, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5563, loss_cls: 3.0344, loss: 3.0344 2020-07-03 12:13:52,184 - mmaction - INFO - Epoch [132][480/627] lr: 2.890e-02, eta: 22:20:20, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5500, loss_cls: 3.1308, loss: 3.1308 2020-07-03 12:14:09,878 - mmaction - INFO - Epoch [132][500/627] lr: 2.890e-02, eta: 22:19:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5708, loss_cls: 3.0931, loss: 3.0931 2020-07-03 12:14:27,583 - mmaction - INFO - Epoch [132][520/627] lr: 2.890e-02, eta: 22:19:33, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5708, loss_cls: 3.1215, loss: 3.1215 2020-07-03 12:14:45,279 - mmaction - INFO - Epoch [132][540/627] lr: 2.890e-02, eta: 22:19:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5708, loss_cls: 3.0691, loss: 3.0691 2020-07-03 12:15:03,008 - mmaction - INFO - Epoch [132][560/627] lr: 2.890e-02, eta: 22:18:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5375, loss_cls: 3.1558, loss: 3.1558 2020-07-03 12:15:20,698 - mmaction - INFO - Epoch [132][580/627] lr: 2.890e-02, eta: 22:18:22, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5812, loss_cls: 2.9381, loss: 2.9381 2020-07-03 12:15:38,392 - mmaction - INFO - Epoch [132][600/627] lr: 2.890e-02, eta: 22:17:59, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5875, loss_cls: 3.0796, loss: 3.0796 2020-07-03 12:15:56,082 - mmaction - INFO - Epoch [132][620/627] lr: 2.890e-02, eta: 22:17:35, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5729, loss_cls: 3.0708, loss: 3.0708 2020-07-03 12:17:42,553 - mmaction - INFO - Epoch [133][20/627] lr: 2.853e-02, eta: 22:18:18, time: 4.927, data_time: 3.689, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5417, loss_cls: 3.1312, loss: 3.1312 2020-07-03 12:18:00,181 - mmaction - INFO - Epoch [133][40/627] lr: 2.853e-02, eta: 22:17:54, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5563, loss_cls: 3.0160, loss: 3.0160 2020-07-03 12:18:17,880 - mmaction - INFO - Epoch [133][60/627] lr: 2.853e-02, eta: 22:17:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5667, loss_cls: 3.0143, loss: 3.0143 2020-07-03 12:18:35,541 - mmaction - INFO - Epoch [133][80/627] lr: 2.853e-02, eta: 22:17:07, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5896, loss_cls: 3.0193, loss: 3.0193 2020-07-03 12:18:53,229 - mmaction - INFO - Epoch [133][100/627] lr: 2.853e-02, eta: 22:16:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5625, loss_cls: 3.0716, loss: 3.0716 2020-07-03 12:19:10,924 - mmaction - INFO - Epoch [133][120/627] lr: 2.853e-02, eta: 22:16:20, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5854, loss_cls: 2.8730, loss: 2.8730 2020-07-03 12:19:28,640 - mmaction - INFO - Epoch [133][140/627] lr: 2.853e-02, eta: 22:15:56, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5333, loss_cls: 3.2525, loss: 3.2525 2020-07-03 12:19:46,373 - mmaction - INFO - Epoch [133][160/627] lr: 2.853e-02, eta: 22:15:33, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5562, loss_cls: 3.1831, loss: 3.1831 2020-07-03 12:20:05,281 - mmaction - INFO - Epoch [133][180/627] lr: 2.853e-02, eta: 22:15:10, time: 0.946, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5646, loss_cls: 3.1143, loss: 3.1143 2020-07-03 12:20:22,936 - mmaction - INFO - Epoch [133][200/627] lr: 2.853e-02, eta: 22:14:46, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5958, loss_cls: 2.9710, loss: 2.9710 2020-07-03 12:20:40,669 - mmaction - INFO - Epoch [133][220/627] lr: 2.853e-02, eta: 22:14:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5917, loss_cls: 3.0486, loss: 3.0486 2020-07-03 12:20:58,384 - mmaction - INFO - Epoch [133][240/627] lr: 2.853e-02, eta: 22:13:59, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5875, loss_cls: 3.0121, loss: 3.0121 2020-07-03 12:21:16,100 - mmaction - INFO - Epoch [133][260/627] lr: 2.853e-02, eta: 22:13:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5833, loss_cls: 3.0572, loss: 3.0572 2020-07-03 12:21:33,786 - mmaction - INFO - Epoch [133][280/627] lr: 2.853e-02, eta: 22:13:12, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5542, loss_cls: 3.1179, loss: 3.1179 2020-07-03 12:21:51,486 - mmaction - INFO - Epoch [133][300/627] lr: 2.853e-02, eta: 22:12:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5750, loss_cls: 3.0636, loss: 3.0636 2020-07-03 12:22:09,253 - mmaction - INFO - Epoch [133][320/627] lr: 2.853e-02, eta: 22:12:25, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5250, loss_cls: 3.1822, loss: 3.1822 2020-07-03 12:22:26,984 - mmaction - INFO - Epoch [133][340/627] lr: 2.853e-02, eta: 22:12:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5979, loss_cls: 2.9795, loss: 2.9795 2020-07-03 12:22:44,736 - mmaction - INFO - Epoch [133][360/627] lr: 2.853e-02, eta: 22:11:38, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6042, loss_cls: 3.0057, loss: 3.0057 2020-07-03 12:23:02,459 - mmaction - INFO - Epoch [133][380/627] lr: 2.853e-02, eta: 22:11:14, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5563, loss_cls: 3.1058, loss: 3.1058 2020-07-03 12:23:20,156 - mmaction - INFO - Epoch [133][400/627] lr: 2.853e-02, eta: 22:10:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5625, loss_cls: 3.1009, loss: 3.1009 2020-07-03 12:23:37,874 - mmaction - INFO - Epoch [133][420/627] lr: 2.853e-02, eta: 22:10:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5604, loss_cls: 3.1197, loss: 3.1197 2020-07-03 12:23:55,593 - mmaction - INFO - Epoch [133][440/627] lr: 2.853e-02, eta: 22:10:04, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5271, loss_cls: 3.1697, loss: 3.1697 2020-07-03 12:24:13,342 - mmaction - INFO - Epoch [133][460/627] lr: 2.853e-02, eta: 22:09:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5813, loss_cls: 3.0144, loss: 3.0144 2020-07-03 12:24:31,061 - mmaction - INFO - Epoch [133][480/627] lr: 2.853e-02, eta: 22:09:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5708, loss_cls: 2.9864, loss: 2.9864 2020-07-03 12:24:48,810 - mmaction - INFO - Epoch [133][500/627] lr: 2.853e-02, eta: 22:08:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5896, loss_cls: 3.0767, loss: 3.0767 2020-07-03 12:25:06,623 - mmaction - INFO - Epoch [133][520/627] lr: 2.853e-02, eta: 22:08:30, time: 0.892, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5333, loss_cls: 3.1729, loss: 3.1729 2020-07-03 12:25:24,318 - mmaction - INFO - Epoch [133][540/627] lr: 2.853e-02, eta: 22:08:06, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5938, loss_cls: 2.9902, loss: 2.9902 2020-07-03 12:25:42,042 - mmaction - INFO - Epoch [133][560/627] lr: 2.853e-02, eta: 22:07:43, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5583, loss_cls: 3.0763, loss: 3.0763 2020-07-03 12:25:59,791 - mmaction - INFO - Epoch [133][580/627] lr: 2.853e-02, eta: 22:07:19, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5729, loss_cls: 3.1225, loss: 3.1225 2020-07-03 12:26:17,510 - mmaction - INFO - Epoch [133][600/627] lr: 2.853e-02, eta: 22:06:56, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6063, loss_cls: 2.8441, loss: 2.8441 2020-07-03 12:26:35,290 - mmaction - INFO - Epoch [133][620/627] lr: 2.853e-02, eta: 22:06:32, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5708, loss_cls: 3.0148, loss: 3.0148 2020-07-03 12:28:25,112 - mmaction - INFO - Epoch [134][20/627] lr: 2.816e-02, eta: 22:07:18, time: 5.143, data_time: 4.089, memory: 8451, top1_acc: 0.3479, top5_acc: 0.6063, loss_cls: 3.0111, loss: 3.0111 2020-07-03 12:28:42,702 - mmaction - INFO - Epoch [134][40/627] lr: 2.816e-02, eta: 22:06:55, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5625, loss_cls: 2.9474, loss: 2.9474 2020-07-03 12:29:00,373 - mmaction - INFO - Epoch [134][60/627] lr: 2.816e-02, eta: 22:06:31, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5938, loss_cls: 3.0182, loss: 3.0182 2020-07-03 12:29:18,012 - mmaction - INFO - Epoch [134][80/627] lr: 2.816e-02, eta: 22:06:07, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6271, loss_cls: 2.8237, loss: 2.8237 2020-07-03 12:29:35,693 - mmaction - INFO - Epoch [134][100/627] lr: 2.816e-02, eta: 22:05:44, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5896, loss_cls: 3.0043, loss: 3.0043 2020-07-03 12:29:53,396 - mmaction - INFO - Epoch [134][120/627] lr: 2.816e-02, eta: 22:05:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6229, loss_cls: 2.7962, loss: 2.7962 2020-07-03 12:30:11,460 - mmaction - INFO - Epoch [134][140/627] lr: 2.816e-02, eta: 22:04:57, time: 0.902, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5792, loss_cls: 3.1378, loss: 3.1378 2020-07-03 12:30:29,154 - mmaction - INFO - Epoch [134][160/627] lr: 2.816e-02, eta: 22:04:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5833, loss_cls: 2.9555, loss: 2.9555 2020-07-03 12:30:46,876 - mmaction - INFO - Epoch [134][180/627] lr: 2.816e-02, eta: 22:04:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5771, loss_cls: 3.1058, loss: 3.1058 2020-07-03 12:31:04,604 - mmaction - INFO - Epoch [134][200/627] lr: 2.816e-02, eta: 22:03:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5667, loss_cls: 2.9546, loss: 2.9546 2020-07-03 12:31:22,355 - mmaction - INFO - Epoch [134][220/627] lr: 2.816e-02, eta: 22:03:23, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5583, loss_cls: 3.0839, loss: 3.0839 2020-07-03 12:31:40,058 - mmaction - INFO - Epoch [134][240/627] lr: 2.816e-02, eta: 22:02:59, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5875, loss_cls: 2.9807, loss: 2.9807 2020-07-03 12:31:57,798 - mmaction - INFO - Epoch [134][260/627] lr: 2.816e-02, eta: 22:02:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5604, loss_cls: 3.1559, loss: 3.1559 2020-07-03 12:32:15,531 - mmaction - INFO - Epoch [134][280/627] lr: 2.816e-02, eta: 22:02:12, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5479, loss_cls: 3.1753, loss: 3.1753 2020-07-03 12:32:33,242 - mmaction - INFO - Epoch [134][300/627] lr: 2.816e-02, eta: 22:01:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6208, loss_cls: 2.9807, loss: 2.9807 2020-07-03 12:32:51,020 - mmaction - INFO - Epoch [134][320/627] lr: 2.816e-02, eta: 22:01:25, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5854, loss_cls: 3.0935, loss: 3.0935 2020-07-03 12:33:08,698 - mmaction - INFO - Epoch [134][340/627] lr: 2.816e-02, eta: 22:01:02, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5437, loss_cls: 3.1920, loss: 3.1920 2020-07-03 12:33:26,429 - mmaction - INFO - Epoch [134][360/627] lr: 2.816e-02, eta: 22:00:38, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5438, loss_cls: 3.1941, loss: 3.1941 2020-07-03 12:33:44,144 - mmaction - INFO - Epoch [134][380/627] lr: 2.816e-02, eta: 22:00:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.2875, top5_acc: 0.5188, loss_cls: 3.2608, loss: 3.2608 2020-07-03 12:34:01,916 - mmaction - INFO - Epoch [134][400/627] lr: 2.816e-02, eta: 21:59:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5833, loss_cls: 2.9307, loss: 2.9307 2020-07-03 12:34:19,696 - mmaction - INFO - Epoch [134][420/627] lr: 2.816e-02, eta: 21:59:28, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5688, loss_cls: 3.1360, loss: 3.1360 2020-07-03 12:34:37,430 - mmaction - INFO - Epoch [134][440/627] lr: 2.816e-02, eta: 21:59:05, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5646, loss_cls: 3.0884, loss: 3.0884 2020-07-03 12:34:55,155 - mmaction - INFO - Epoch [134][460/627] lr: 2.816e-02, eta: 21:58:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5583, loss_cls: 3.0504, loss: 3.0504 2020-07-03 12:35:12,924 - mmaction - INFO - Epoch [134][480/627] lr: 2.816e-02, eta: 21:58:18, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5458, loss_cls: 3.1485, loss: 3.1485 2020-07-03 12:35:30,697 - mmaction - INFO - Epoch [134][500/627] lr: 2.816e-02, eta: 21:57:54, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5979, loss_cls: 2.9411, loss: 2.9411 2020-07-03 12:35:48,439 - mmaction - INFO - Epoch [134][520/627] lr: 2.816e-02, eta: 21:57:31, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5667, loss_cls: 3.1098, loss: 3.1098 2020-07-03 12:36:06,175 - mmaction - INFO - Epoch [134][540/627] lr: 2.816e-02, eta: 21:57:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5417, loss_cls: 3.1144, loss: 3.1144 2020-07-03 12:36:23,857 - mmaction - INFO - Epoch [134][560/627] lr: 2.816e-02, eta: 21:56:44, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5958, loss_cls: 2.9368, loss: 2.9368 2020-07-03 12:36:41,590 - mmaction - INFO - Epoch [134][580/627] lr: 2.816e-02, eta: 21:56:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5437, loss_cls: 3.2060, loss: 3.2060 2020-07-03 12:36:59,290 - mmaction - INFO - Epoch [134][600/627] lr: 2.816e-02, eta: 21:55:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5708, loss_cls: 3.1088, loss: 3.1088 2020-07-03 12:37:17,043 - mmaction - INFO - Epoch [134][620/627] lr: 2.816e-02, eta: 21:55:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5875, loss_cls: 2.9909, loss: 2.9909 2020-07-03 12:39:04,840 - mmaction - INFO - Epoch [135][20/627] lr: 2.779e-02, eta: 21:56:16, time: 5.038, data_time: 4.099, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5250, loss_cls: 3.2148, loss: 3.2148 2020-07-03 12:39:22,435 - mmaction - INFO - Epoch [135][40/627] lr: 2.779e-02, eta: 21:55:52, time: 0.879, data_time: 0.004, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5417, loss_cls: 3.0676, loss: 3.0676 2020-07-03 12:39:40,106 - mmaction - INFO - Epoch [135][60/627] lr: 2.779e-02, eta: 21:55:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5646, loss_cls: 3.0243, loss: 3.0243 2020-07-03 12:39:57,741 - mmaction - INFO - Epoch [135][80/627] lr: 2.779e-02, eta: 21:55:05, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5896, loss_cls: 3.0241, loss: 3.0241 2020-07-03 12:40:15,435 - mmaction - INFO - Epoch [135][100/627] lr: 2.779e-02, eta: 21:54:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5979, loss_cls: 2.8755, loss: 2.8755 2020-07-03 12:40:33,160 - mmaction - INFO - Epoch [135][120/627] lr: 2.779e-02, eta: 21:54:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6021, loss_cls: 2.9335, loss: 2.9335 2020-07-03 12:40:50,885 - mmaction - INFO - Epoch [135][140/627] lr: 2.779e-02, eta: 21:53:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5667, loss_cls: 3.1382, loss: 3.1382 2020-07-03 12:41:08,597 - mmaction - INFO - Epoch [135][160/627] lr: 2.779e-02, eta: 21:53:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5646, loss_cls: 3.1830, loss: 3.1830 2020-07-03 12:41:26,284 - mmaction - INFO - Epoch [135][180/627] lr: 2.779e-02, eta: 21:53:08, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5563, loss_cls: 3.1679, loss: 3.1679 2020-07-03 12:41:43,970 - mmaction - INFO - Epoch [135][200/627] lr: 2.779e-02, eta: 21:52:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5917, loss_cls: 2.9552, loss: 2.9552 2020-07-03 12:42:01,667 - mmaction - INFO - Epoch [135][220/627] lr: 2.779e-02, eta: 21:52:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6167, loss_cls: 2.8773, loss: 2.8773 2020-07-03 12:42:19,407 - mmaction - INFO - Epoch [135][240/627] lr: 2.779e-02, eta: 21:51:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5521, loss_cls: 3.0972, loss: 3.0972 2020-07-03 12:42:37,130 - mmaction - INFO - Epoch [135][260/627] lr: 2.779e-02, eta: 21:51:34, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5854, loss_cls: 3.0375, loss: 3.0375 2020-07-03 12:42:54,980 - mmaction - INFO - Epoch [135][280/627] lr: 2.779e-02, eta: 21:51:11, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5271, loss_cls: 3.2952, loss: 3.2952 2020-07-03 12:43:12,695 - mmaction - INFO - Epoch [135][300/627] lr: 2.779e-02, eta: 21:50:47, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5438, loss_cls: 3.1396, loss: 3.1396 2020-07-03 12:43:30,450 - mmaction - INFO - Epoch [135][320/627] lr: 2.779e-02, eta: 21:50:24, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5667, loss_cls: 3.0981, loss: 3.0981 2020-07-03 12:43:48,144 - mmaction - INFO - Epoch [135][340/627] lr: 2.779e-02, eta: 21:50:00, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3437, top5_acc: 0.6042, loss_cls: 3.0115, loss: 3.0115 2020-07-03 12:44:05,885 - mmaction - INFO - Epoch [135][360/627] lr: 2.779e-02, eta: 21:49:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5479, loss_cls: 3.0871, loss: 3.0871 2020-07-03 12:44:23,620 - mmaction - INFO - Epoch [135][380/627] lr: 2.779e-02, eta: 21:49:14, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5729, loss_cls: 3.0284, loss: 3.0284 2020-07-03 12:44:41,335 - mmaction - INFO - Epoch [135][400/627] lr: 2.779e-02, eta: 21:48:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5583, loss_cls: 3.1197, loss: 3.1197 2020-07-03 12:44:59,093 - mmaction - INFO - Epoch [135][420/627] lr: 2.779e-02, eta: 21:48:27, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5771, loss_cls: 3.1224, loss: 3.1224 2020-07-03 12:45:16,926 - mmaction - INFO - Epoch [135][440/627] lr: 2.779e-02, eta: 21:48:03, time: 0.892, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5750, loss_cls: 2.9834, loss: 2.9834 2020-07-03 12:45:34,671 - mmaction - INFO - Epoch [135][460/627] lr: 2.779e-02, eta: 21:47:40, time: 0.887, data_time: 0.000, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5292, loss_cls: 3.2142, loss: 3.2142 2020-07-03 12:45:52,384 - mmaction - INFO - Epoch [135][480/627] lr: 2.779e-02, eta: 21:47:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5813, loss_cls: 3.0708, loss: 3.0708 2020-07-03 12:46:10,140 - mmaction - INFO - Epoch [135][500/627] lr: 2.779e-02, eta: 21:46:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5875, loss_cls: 2.9840, loss: 2.9840 2020-07-03 12:46:27,873 - mmaction - INFO - Epoch [135][520/627] lr: 2.779e-02, eta: 21:46:30, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5667, loss_cls: 3.0737, loss: 3.0737 2020-07-03 12:46:45,613 - mmaction - INFO - Epoch [135][540/627] lr: 2.779e-02, eta: 21:46:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5354, loss_cls: 3.2538, loss: 3.2538 2020-07-03 12:47:03,337 - mmaction - INFO - Epoch [135][560/627] lr: 2.779e-02, eta: 21:45:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1343, loss: 3.1343 2020-07-03 12:47:21,038 - mmaction - INFO - Epoch [135][580/627] lr: 2.779e-02, eta: 21:45:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5833, loss_cls: 3.1252, loss: 3.1252 2020-07-03 12:47:39,260 - mmaction - INFO - Epoch [135][600/627] lr: 2.779e-02, eta: 21:44:56, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5792, loss_cls: 3.1078, loss: 3.1078 2020-07-03 12:47:58,094 - mmaction - INFO - Epoch [135][620/627] lr: 2.779e-02, eta: 21:44:34, time: 0.966, data_time: 0.077, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5792, loss_cls: 3.0395, loss: 3.0395 2020-07-03 12:49:59,915 - mmaction - INFO - Epoch [136][20/627] lr: 2.743e-02, eta: 21:45:29, time: 5.744, data_time: 4.063, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6042, loss_cls: 2.9567, loss: 2.9567 2020-07-03 12:50:17,510 - mmaction - INFO - Epoch [136][40/627] lr: 2.743e-02, eta: 21:45:06, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5917, loss_cls: 2.9729, loss: 2.9729 2020-07-03 12:50:35,147 - mmaction - INFO - Epoch [136][60/627] lr: 2.743e-02, eta: 21:44:42, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5958, loss_cls: 3.0401, loss: 3.0401 2020-07-03 12:50:52,789 - mmaction - INFO - Epoch [136][80/627] lr: 2.743e-02, eta: 21:44:19, time: 0.883, data_time: 0.005, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5958, loss_cls: 2.9908, loss: 2.9908 2020-07-03 12:51:10,463 - mmaction - INFO - Epoch [136][100/627] lr: 2.743e-02, eta: 21:43:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6083, loss_cls: 2.9470, loss: 2.9470 2020-07-03 12:51:28,123 - mmaction - INFO - Epoch [136][120/627] lr: 2.743e-02, eta: 21:43:32, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6021, loss_cls: 2.9458, loss: 2.9458 2020-07-03 12:51:45,814 - mmaction - INFO - Epoch [136][140/627] lr: 2.743e-02, eta: 21:43:08, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5958, loss_cls: 2.9517, loss: 2.9517 2020-07-03 12:52:03,535 - mmaction - INFO - Epoch [136][160/627] lr: 2.743e-02, eta: 21:42:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5833, loss_cls: 3.0574, loss: 3.0574 2020-07-03 12:52:21,287 - mmaction - INFO - Epoch [136][180/627] lr: 2.743e-02, eta: 21:42:21, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5896, loss_cls: 2.9628, loss: 2.9628 2020-07-03 12:52:38,987 - mmaction - INFO - Epoch [136][200/627] lr: 2.743e-02, eta: 21:41:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5667, loss_cls: 3.1046, loss: 3.1046 2020-07-03 12:52:56,726 - mmaction - INFO - Epoch [136][220/627] lr: 2.743e-02, eta: 21:41:34, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.5917, loss_cls: 2.9315, loss: 2.9315 2020-07-03 12:53:14,518 - mmaction - INFO - Epoch [136][240/627] lr: 2.743e-02, eta: 21:41:11, time: 0.889, data_time: 0.000, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5479, loss_cls: 3.0846, loss: 3.0846 2020-07-03 12:53:32,275 - mmaction - INFO - Epoch [136][260/627] lr: 2.743e-02, eta: 21:40:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5646, loss_cls: 3.0972, loss: 3.0972 2020-07-03 12:53:50,004 - mmaction - INFO - Epoch [136][280/627] lr: 2.743e-02, eta: 21:40:24, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5729, loss_cls: 3.1438, loss: 3.1438 2020-07-03 12:54:07,730 - mmaction - INFO - Epoch [136][300/627] lr: 2.743e-02, eta: 21:40:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5958, loss_cls: 3.0668, loss: 3.0668 2020-07-03 12:54:25,428 - mmaction - INFO - Epoch [136][320/627] lr: 2.743e-02, eta: 21:39:37, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5979, loss_cls: 3.0435, loss: 3.0435 2020-07-03 12:54:43,146 - mmaction - INFO - Epoch [136][340/627] lr: 2.743e-02, eta: 21:39:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5625, loss_cls: 3.0056, loss: 3.0056 2020-07-03 12:55:00,947 - mmaction - INFO - Epoch [136][360/627] lr: 2.743e-02, eta: 21:38:51, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5958, loss_cls: 3.0539, loss: 3.0539 2020-07-03 12:55:18,722 - mmaction - INFO - Epoch [136][380/627] lr: 2.743e-02, eta: 21:38:27, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5792, loss_cls: 2.9547, loss: 2.9547 2020-07-03 12:55:36,478 - mmaction - INFO - Epoch [136][400/627] lr: 2.743e-02, eta: 21:38:04, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5500, loss_cls: 3.1704, loss: 3.1704 2020-07-03 12:55:54,209 - mmaction - INFO - Epoch [136][420/627] lr: 2.743e-02, eta: 21:37:41, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5687, loss_cls: 3.0987, loss: 3.0987 2020-07-03 12:56:11,911 - mmaction - INFO - Epoch [136][440/627] lr: 2.743e-02, eta: 21:37:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5729, loss_cls: 3.0724, loss: 3.0724 2020-07-03 12:56:29,644 - mmaction - INFO - Epoch [136][460/627] lr: 2.743e-02, eta: 21:36:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3062, top5_acc: 0.5500, loss_cls: 3.1931, loss: 3.1931 2020-07-03 12:56:47,364 - mmaction - INFO - Epoch [136][480/627] lr: 2.743e-02, eta: 21:36:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5708, loss_cls: 3.0308, loss: 3.0308 2020-07-03 12:57:05,094 - mmaction - INFO - Epoch [136][500/627] lr: 2.743e-02, eta: 21:36:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3000, top5_acc: 0.5208, loss_cls: 3.2932, loss: 3.2932 2020-07-03 12:57:22,832 - mmaction - INFO - Epoch [136][520/627] lr: 2.743e-02, eta: 21:35:44, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 3.0991, loss: 3.0991 2020-07-03 12:57:40,522 - mmaction - INFO - Epoch [136][540/627] lr: 2.743e-02, eta: 21:35:20, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5313, loss_cls: 3.1910, loss: 3.1910 2020-07-03 12:57:58,247 - mmaction - INFO - Epoch [136][560/627] lr: 2.743e-02, eta: 21:34:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5667, loss_cls: 3.1394, loss: 3.1394 2020-07-03 12:58:15,948 - mmaction - INFO - Epoch [136][580/627] lr: 2.743e-02, eta: 21:34:34, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5833, loss_cls: 3.0359, loss: 3.0359 2020-07-03 12:58:33,675 - mmaction - INFO - Epoch [136][600/627] lr: 2.743e-02, eta: 21:34:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5896, loss_cls: 3.0151, loss: 3.0151 2020-07-03 12:58:51,389 - mmaction - INFO - Epoch [136][620/627] lr: 2.743e-02, eta: 21:33:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5396, loss_cls: 3.0691, loss: 3.0691 2020-07-03 12:58:58,549 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-07-03 13:00:54,626 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 13:00:55,583 - mmaction - INFO - top1_acc 0.3716 top5_acc 0.6137 2020-07-03 13:00:55,583 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 13:00:55,670 - mmaction - INFO - mean_acc 0.3716 2020-07-03 13:00:55,678 - mmaction - INFO - Epoch [136][627/627] lr: 2.743e-02, top1_acc: 0.3716, top5_acc: 0.6137, mean_class_accuracy: 0.3716 2020-07-03 13:02:47,472 - mmaction - INFO - Epoch [137][20/627] lr: 2.706e-02, eta: 21:34:38, time: 5.588, data_time: 4.676, memory: 8451, top1_acc: 0.3396, top5_acc: 0.6104, loss_cls: 3.0037, loss: 3.0037 2020-07-03 13:03:05,099 - mmaction - INFO - Epoch [137][40/627] lr: 2.706e-02, eta: 21:34:14, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5937, loss_cls: 2.9996, loss: 2.9996 2020-07-03 13:03:22,722 - mmaction - INFO - Epoch [137][60/627] lr: 2.706e-02, eta: 21:33:51, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5813, loss_cls: 3.0970, loss: 3.0970 2020-07-03 13:03:40,384 - mmaction - INFO - Epoch [137][80/627] lr: 2.706e-02, eta: 21:33:27, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5458, loss_cls: 3.1578, loss: 3.1578 2020-07-03 13:03:58,060 - mmaction - INFO - Epoch [137][100/627] lr: 2.706e-02, eta: 21:33:04, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5688, loss_cls: 3.0692, loss: 3.0692 2020-07-03 13:04:15,718 - mmaction - INFO - Epoch [137][120/627] lr: 2.706e-02, eta: 21:32:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5708, loss_cls: 3.0366, loss: 3.0366 2020-07-03 13:04:33,444 - mmaction - INFO - Epoch [137][140/627] lr: 2.706e-02, eta: 21:32:17, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5396, loss_cls: 3.0720, loss: 3.0720 2020-07-03 13:04:51,104 - mmaction - INFO - Epoch [137][160/627] lr: 2.706e-02, eta: 21:31:54, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5604, loss_cls: 3.0613, loss: 3.0613 2020-07-03 13:05:12,329 - mmaction - INFO - Epoch [137][180/627] lr: 2.706e-02, eta: 21:31:33, time: 1.052, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5458, loss_cls: 3.1440, loss: 3.1440 2020-07-03 13:05:32,584 - mmaction - INFO - Epoch [137][200/627] lr: 2.706e-02, eta: 21:31:12, time: 1.023, data_time: 0.072, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5542, loss_cls: 3.1387, loss: 3.1387 2020-07-03 13:05:50,276 - mmaction - INFO - Epoch [137][220/627] lr: 2.706e-02, eta: 21:30:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5917, loss_cls: 3.0182, loss: 3.0182 2020-07-03 13:06:07,969 - mmaction - INFO - Epoch [137][240/627] lr: 2.706e-02, eta: 21:30:26, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5375, loss_cls: 3.2097, loss: 3.2097 2020-07-03 13:06:25,717 - mmaction - INFO - Epoch [137][260/627] lr: 2.706e-02, eta: 21:30:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5688, loss_cls: 3.0543, loss: 3.0543 2020-07-03 13:06:43,434 - mmaction - INFO - Epoch [137][280/627] lr: 2.706e-02, eta: 21:29:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5500, loss_cls: 3.1111, loss: 3.1111 2020-07-03 13:07:01,134 - mmaction - INFO - Epoch [137][300/627] lr: 2.706e-02, eta: 21:29:15, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5667, loss_cls: 3.0691, loss: 3.0691 2020-07-03 13:07:18,908 - mmaction - INFO - Epoch [137][320/627] lr: 2.706e-02, eta: 21:28:52, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5875, loss_cls: 3.0895, loss: 3.0895 2020-07-03 13:07:36,703 - mmaction - INFO - Epoch [137][340/627] lr: 2.706e-02, eta: 21:28:29, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5438, loss_cls: 3.0947, loss: 3.0947 2020-07-03 13:07:54,457 - mmaction - INFO - Epoch [137][360/627] lr: 2.706e-02, eta: 21:28:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5542, loss_cls: 3.1712, loss: 3.1712 2020-07-03 13:08:12,198 - mmaction - INFO - Epoch [137][380/627] lr: 2.706e-02, eta: 21:27:42, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5750, loss_cls: 2.9672, loss: 2.9672 2020-07-03 13:08:29,868 - mmaction - INFO - Epoch [137][400/627] lr: 2.706e-02, eta: 21:27:19, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5104, loss_cls: 3.3136, loss: 3.3136 2020-07-03 13:08:47,624 - mmaction - INFO - Epoch [137][420/627] lr: 2.706e-02, eta: 21:26:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.6167, loss_cls: 2.9918, loss: 2.9918 2020-07-03 13:09:05,320 - mmaction - INFO - Epoch [137][440/627] lr: 2.706e-02, eta: 21:26:32, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6187, loss_cls: 2.8585, loss: 2.8585 2020-07-03 13:09:23,077 - mmaction - INFO - Epoch [137][460/627] lr: 2.706e-02, eta: 21:26:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5688, loss_cls: 3.1814, loss: 3.1814 2020-07-03 13:09:41,027 - mmaction - INFO - Epoch [137][480/627] lr: 2.706e-02, eta: 21:25:46, time: 0.899, data_time: 0.017, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5833, loss_cls: 3.0737, loss: 3.0737 2020-07-03 13:09:58,727 - mmaction - INFO - Epoch [137][500/627] lr: 2.706e-02, eta: 21:25:22, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5458, loss_cls: 3.1282, loss: 3.1282 2020-07-03 13:10:16,458 - mmaction - INFO - Epoch [137][520/627] lr: 2.706e-02, eta: 21:24:59, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5479, loss_cls: 3.2350, loss: 3.2350 2020-07-03 13:10:34,267 - mmaction - INFO - Epoch [137][540/627] lr: 2.706e-02, eta: 21:24:36, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5854, loss_cls: 2.9484, loss: 2.9484 2020-07-03 13:10:52,018 - mmaction - INFO - Epoch [137][560/627] lr: 2.706e-02, eta: 21:24:12, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6104, loss_cls: 2.8684, loss: 2.8684 2020-07-03 13:11:09,738 - mmaction - INFO - Epoch [137][580/627] lr: 2.706e-02, eta: 21:23:49, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5583, loss_cls: 3.2229, loss: 3.2229 2020-07-03 13:11:27,525 - mmaction - INFO - Epoch [137][600/627] lr: 2.706e-02, eta: 21:23:26, time: 0.890, data_time: 0.001, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5833, loss_cls: 3.0364, loss: 3.0364 2020-07-03 13:11:45,207 - mmaction - INFO - Epoch [137][620/627] lr: 2.706e-02, eta: 21:23:03, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0410, loss: 3.0410 2020-07-03 13:13:32,909 - mmaction - INFO - Epoch [138][20/627] lr: 2.669e-02, eta: 21:23:42, time: 5.027, data_time: 4.119, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6000, loss_cls: 2.9795, loss: 2.9795 2020-07-03 13:13:50,539 - mmaction - INFO - Epoch [138][40/627] lr: 2.669e-02, eta: 21:23:18, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5708, loss_cls: 3.0984, loss: 3.0984 2020-07-03 13:14:08,183 - mmaction - INFO - Epoch [138][60/627] lr: 2.669e-02, eta: 21:22:55, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6229, loss_cls: 2.8266, loss: 2.8266 2020-07-03 13:14:25,849 - mmaction - INFO - Epoch [138][80/627] lr: 2.669e-02, eta: 21:22:31, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5875, loss_cls: 2.9363, loss: 2.9363 2020-07-03 13:14:43,577 - mmaction - INFO - Epoch [138][100/627] lr: 2.669e-02, eta: 21:22:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5521, loss_cls: 3.1062, loss: 3.1062 2020-07-03 13:15:01,293 - mmaction - INFO - Epoch [138][120/627] lr: 2.669e-02, eta: 21:21:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5917, loss_cls: 2.9253, loss: 2.9253 2020-07-03 13:15:19,302 - mmaction - INFO - Epoch [138][140/627] lr: 2.669e-02, eta: 21:21:22, time: 0.901, data_time: 0.001, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5792, loss_cls: 3.1197, loss: 3.1197 2020-07-03 13:15:37,036 - mmaction - INFO - Epoch [138][160/627] lr: 2.669e-02, eta: 21:20:58, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5938, loss_cls: 2.9305, loss: 2.9305 2020-07-03 13:15:54,720 - mmaction - INFO - Epoch [138][180/627] lr: 2.669e-02, eta: 21:20:35, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5729, loss_cls: 3.1455, loss: 3.1455 2020-07-03 13:16:12,391 - mmaction - INFO - Epoch [138][200/627] lr: 2.669e-02, eta: 21:20:12, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5646, loss_cls: 3.0183, loss: 3.0183 2020-07-03 13:16:30,099 - mmaction - INFO - Epoch [138][220/627] lr: 2.669e-02, eta: 21:19:48, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5604, loss_cls: 3.2534, loss: 3.2534 2020-07-03 13:16:47,798 - mmaction - INFO - Epoch [138][240/627] lr: 2.669e-02, eta: 21:19:25, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5833, loss_cls: 3.0516, loss: 3.0516 2020-07-03 13:17:05,705 - mmaction - INFO - Epoch [138][260/627] lr: 2.669e-02, eta: 21:19:02, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5646, loss_cls: 3.0868, loss: 3.0868 2020-07-03 13:17:24,248 - mmaction - INFO - Epoch [138][280/627] lr: 2.669e-02, eta: 21:18:39, time: 0.939, data_time: 0.057, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 3.0020, loss: 3.0020 2020-07-03 13:17:41,948 - mmaction - INFO - Epoch [138][300/627] lr: 2.669e-02, eta: 21:18:16, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5896, loss_cls: 3.0000, loss: 3.0000 2020-07-03 13:17:59,633 - mmaction - INFO - Epoch [138][320/627] lr: 2.669e-02, eta: 21:17:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5688, loss_cls: 2.9977, loss: 2.9977 2020-07-03 13:18:17,344 - mmaction - INFO - Epoch [138][340/627] lr: 2.669e-02, eta: 21:17:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5729, loss_cls: 3.0752, loss: 3.0752 2020-07-03 13:18:35,039 - mmaction - INFO - Epoch [138][360/627] lr: 2.669e-02, eta: 21:17:06, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5458, loss_cls: 3.1515, loss: 3.1515 2020-07-03 13:18:52,732 - mmaction - INFO - Epoch [138][380/627] lr: 2.669e-02, eta: 21:16:43, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5417, loss_cls: 3.1335, loss: 3.1335 2020-07-03 13:19:10,463 - mmaction - INFO - Epoch [138][400/627] lr: 2.669e-02, eta: 21:16:19, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5646, loss_cls: 3.1235, loss: 3.1235 2020-07-03 13:19:28,100 - mmaction - INFO - Epoch [138][420/627] lr: 2.669e-02, eta: 21:15:56, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5333, loss_cls: 3.2352, loss: 3.2352 2020-07-03 13:19:45,822 - mmaction - INFO - Epoch [138][440/627] lr: 2.669e-02, eta: 21:15:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5354, loss_cls: 3.1250, loss: 3.1250 2020-07-03 13:20:03,570 - mmaction - INFO - Epoch [138][460/627] lr: 2.669e-02, eta: 21:15:09, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6042, loss_cls: 2.8532, loss: 2.8532 2020-07-03 13:20:21,218 - mmaction - INFO - Epoch [138][480/627] lr: 2.669e-02, eta: 21:14:46, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5750, loss_cls: 3.0005, loss: 3.0005 2020-07-03 13:20:38,943 - mmaction - INFO - Epoch [138][500/627] lr: 2.669e-02, eta: 21:14:23, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5708, loss_cls: 3.1196, loss: 3.1196 2020-07-03 13:20:56,648 - mmaction - INFO - Epoch [138][520/627] lr: 2.669e-02, eta: 21:13:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9525, loss: 2.9525 2020-07-03 13:21:14,300 - mmaction - INFO - Epoch [138][540/627] lr: 2.669e-02, eta: 21:13:36, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6167, loss_cls: 2.9219, loss: 2.9219 2020-07-03 13:21:32,018 - mmaction - INFO - Epoch [138][560/627] lr: 2.669e-02, eta: 21:13:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5542, loss_cls: 3.1093, loss: 3.1093 2020-07-03 13:21:49,786 - mmaction - INFO - Epoch [138][580/627] lr: 2.669e-02, eta: 21:12:49, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5354, loss_cls: 3.0989, loss: 3.0989 2020-07-03 13:22:07,493 - mmaction - INFO - Epoch [138][600/627] lr: 2.669e-02, eta: 21:12:26, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5750, loss_cls: 3.1489, loss: 3.1489 2020-07-03 13:22:25,273 - mmaction - INFO - Epoch [138][620/627] lr: 2.669e-02, eta: 21:12:03, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5438, loss_cls: 3.1306, loss: 3.1306 2020-07-03 13:24:17,353 - mmaction - INFO - Epoch [139][20/627] lr: 2.633e-02, eta: 21:12:45, time: 5.252, data_time: 4.205, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5833, loss_cls: 3.0558, loss: 3.0558 2020-07-03 13:24:34,968 - mmaction - INFO - Epoch [139][40/627] lr: 2.633e-02, eta: 21:12:22, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5813, loss_cls: 2.9110, loss: 2.9110 2020-07-03 13:24:52,603 - mmaction - INFO - Epoch [139][60/627] lr: 2.633e-02, eta: 21:11:58, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5958, loss_cls: 3.0153, loss: 3.0153 2020-07-03 13:25:10,995 - mmaction - INFO - Epoch [139][80/627] lr: 2.633e-02, eta: 21:11:36, time: 0.919, data_time: 0.001, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5771, loss_cls: 3.0494, loss: 3.0494 2020-07-03 13:25:28,660 - mmaction - INFO - Epoch [139][100/627] lr: 2.633e-02, eta: 21:11:12, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6083, loss_cls: 2.9516, loss: 2.9516 2020-07-03 13:25:46,379 - mmaction - INFO - Epoch [139][120/627] lr: 2.633e-02, eta: 21:10:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5812, loss_cls: 3.0037, loss: 3.0037 2020-07-03 13:26:04,095 - mmaction - INFO - Epoch [139][140/627] lr: 2.633e-02, eta: 21:10:26, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6021, loss_cls: 2.8470, loss: 2.8470 2020-07-03 13:26:21,805 - mmaction - INFO - Epoch [139][160/627] lr: 2.633e-02, eta: 21:10:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5958, loss_cls: 3.0516, loss: 3.0516 2020-07-03 13:26:39,513 - mmaction - INFO - Epoch [139][180/627] lr: 2.633e-02, eta: 21:09:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5875, loss_cls: 3.0041, loss: 3.0041 2020-07-03 13:26:57,200 - mmaction - INFO - Epoch [139][200/627] lr: 2.633e-02, eta: 21:09:16, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5250, loss_cls: 3.3184, loss: 3.3184 2020-07-03 13:27:14,906 - mmaction - INFO - Epoch [139][220/627] lr: 2.633e-02, eta: 21:08:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5687, loss_cls: 3.0923, loss: 3.0923 2020-07-03 13:27:32,617 - mmaction - INFO - Epoch [139][240/627] lr: 2.633e-02, eta: 21:08:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5896, loss_cls: 2.9591, loss: 2.9591 2020-07-03 13:27:50,277 - mmaction - INFO - Epoch [139][260/627] lr: 2.633e-02, eta: 21:08:06, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5875, loss_cls: 3.0279, loss: 3.0279 2020-07-03 13:28:07,976 - mmaction - INFO - Epoch [139][280/627] lr: 2.633e-02, eta: 21:07:43, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5396, loss_cls: 3.1690, loss: 3.1690 2020-07-03 13:28:25,637 - mmaction - INFO - Epoch [139][300/627] lr: 2.633e-02, eta: 21:07:19, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5396, loss_cls: 3.2375, loss: 3.2375 2020-07-03 13:28:43,381 - mmaction - INFO - Epoch [139][320/627] lr: 2.633e-02, eta: 21:06:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5854, loss_cls: 2.9416, loss: 2.9416 2020-07-03 13:29:01,095 - mmaction - INFO - Epoch [139][340/627] lr: 2.633e-02, eta: 21:06:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6000, loss_cls: 2.8646, loss: 2.8646 2020-07-03 13:29:18,737 - mmaction - INFO - Epoch [139][360/627] lr: 2.633e-02, eta: 21:06:09, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5896, loss_cls: 2.9553, loss: 2.9553 2020-07-03 13:29:36,454 - mmaction - INFO - Epoch [139][380/627] lr: 2.633e-02, eta: 21:05:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6250, loss_cls: 2.8788, loss: 2.8788 2020-07-03 13:29:54,140 - mmaction - INFO - Epoch [139][400/627] lr: 2.633e-02, eta: 21:05:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5958, loss_cls: 3.0283, loss: 3.0283 2020-07-03 13:30:11,862 - mmaction - INFO - Epoch [139][420/627] lr: 2.633e-02, eta: 21:05:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6042, loss_cls: 2.9192, loss: 2.9192 2020-07-03 13:30:29,578 - mmaction - INFO - Epoch [139][440/627] lr: 2.633e-02, eta: 21:04:36, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5521, loss_cls: 3.0897, loss: 3.0897 2020-07-03 13:30:47,303 - mmaction - INFO - Epoch [139][460/627] lr: 2.633e-02, eta: 21:04:13, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5729, loss_cls: 3.0753, loss: 3.0753 2020-07-03 13:31:05,046 - mmaction - INFO - Epoch [139][480/627] lr: 2.633e-02, eta: 21:03:50, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5792, loss_cls: 3.0425, loss: 3.0425 2020-07-03 13:31:22,782 - mmaction - INFO - Epoch [139][500/627] lr: 2.633e-02, eta: 21:03:27, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5500, loss_cls: 3.1612, loss: 3.1612 2020-07-03 13:31:40,507 - mmaction - INFO - Epoch [139][520/627] lr: 2.633e-02, eta: 21:03:03, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.6000, loss_cls: 3.0701, loss: 3.0701 2020-07-03 13:31:58,257 - mmaction - INFO - Epoch [139][540/627] lr: 2.633e-02, eta: 21:02:40, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6083, loss_cls: 2.8597, loss: 2.8597 2020-07-03 13:32:15,912 - mmaction - INFO - Epoch [139][560/627] lr: 2.633e-02, eta: 21:02:17, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5979, loss_cls: 2.9172, loss: 2.9172 2020-07-03 13:32:33,652 - mmaction - INFO - Epoch [139][580/627] lr: 2.633e-02, eta: 21:01:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5625, loss_cls: 2.9291, loss: 2.9291 2020-07-03 13:32:51,345 - mmaction - INFO - Epoch [139][600/627] lr: 2.633e-02, eta: 21:01:31, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5458, loss_cls: 3.1720, loss: 3.1720 2020-07-03 13:33:09,070 - mmaction - INFO - Epoch [139][620/627] lr: 2.633e-02, eta: 21:01:07, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5771, loss_cls: 3.1463, loss: 3.1463 2020-07-03 13:35:06,573 - mmaction - INFO - Epoch [140][20/627] lr: 2.596e-02, eta: 21:01:53, time: 5.532, data_time: 4.039, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5583, loss_cls: 3.2166, loss: 3.2166 2020-07-03 13:35:24,165 - mmaction - INFO - Epoch [140][40/627] lr: 2.596e-02, eta: 21:01:30, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.3812, top5_acc: 0.5875, loss_cls: 2.9991, loss: 2.9991 2020-07-03 13:35:41,764 - mmaction - INFO - Epoch [140][60/627] lr: 2.596e-02, eta: 21:01:07, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5625, loss_cls: 3.0935, loss: 3.0935 2020-07-03 13:35:59,405 - mmaction - INFO - Epoch [140][80/627] lr: 2.596e-02, eta: 21:00:43, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5833, loss_cls: 3.1264, loss: 3.1264 2020-07-03 13:36:17,090 - mmaction - INFO - Epoch [140][100/627] lr: 2.596e-02, eta: 21:00:20, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5792, loss_cls: 2.9064, loss: 2.9064 2020-07-03 13:36:34,740 - mmaction - INFO - Epoch [140][120/627] lr: 2.596e-02, eta: 20:59:57, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5583, loss_cls: 3.0065, loss: 3.0065 2020-07-03 13:36:52,388 - mmaction - INFO - Epoch [140][140/627] lr: 2.596e-02, eta: 20:59:33, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5771, loss_cls: 2.9669, loss: 2.9669 2020-07-03 13:37:10,086 - mmaction - INFO - Epoch [140][160/627] lr: 2.596e-02, eta: 20:59:10, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5583, loss_cls: 3.0466, loss: 3.0466 2020-07-03 13:37:27,785 - mmaction - INFO - Epoch [140][180/627] lr: 2.596e-02, eta: 20:58:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5979, loss_cls: 2.9793, loss: 2.9793 2020-07-03 13:37:45,496 - mmaction - INFO - Epoch [140][200/627] lr: 2.596e-02, eta: 20:58:24, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5792, loss_cls: 3.0865, loss: 3.0865 2020-07-03 13:38:03,223 - mmaction - INFO - Epoch [140][220/627] lr: 2.596e-02, eta: 20:58:00, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5687, loss_cls: 3.0059, loss: 3.0059 2020-07-03 13:38:20,937 - mmaction - INFO - Epoch [140][240/627] lr: 2.596e-02, eta: 20:57:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5854, loss_cls: 2.9656, loss: 2.9656 2020-07-03 13:38:38,575 - mmaction - INFO - Epoch [140][260/627] lr: 2.596e-02, eta: 20:57:14, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9335, loss: 2.9335 2020-07-03 13:38:56,294 - mmaction - INFO - Epoch [140][280/627] lr: 2.596e-02, eta: 20:56:51, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5500, loss_cls: 3.2232, loss: 3.2232 2020-07-03 13:39:14,012 - mmaction - INFO - Epoch [140][300/627] lr: 2.596e-02, eta: 20:56:27, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5396, loss_cls: 3.2400, loss: 3.2400 2020-07-03 13:39:31,743 - mmaction - INFO - Epoch [140][320/627] lr: 2.596e-02, eta: 20:56:04, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6062, loss_cls: 2.9398, loss: 2.9398 2020-07-03 13:39:49,461 - mmaction - INFO - Epoch [140][340/627] lr: 2.596e-02, eta: 20:55:41, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5896, loss_cls: 3.2143, loss: 3.2143 2020-07-03 13:40:07,217 - mmaction - INFO - Epoch [140][360/627] lr: 2.596e-02, eta: 20:55:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.5875, loss_cls: 2.9381, loss: 2.9381 2020-07-03 13:40:24,874 - mmaction - INFO - Epoch [140][380/627] lr: 2.596e-02, eta: 20:54:54, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5625, loss_cls: 3.0211, loss: 3.0211 2020-07-03 13:40:42,564 - mmaction - INFO - Epoch [140][400/627] lr: 2.596e-02, eta: 20:54:31, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5479, loss_cls: 3.0725, loss: 3.0725 2020-07-03 13:41:00,303 - mmaction - INFO - Epoch [140][420/627] lr: 2.596e-02, eta: 20:54:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5813, loss_cls: 3.0188, loss: 3.0188 2020-07-03 13:41:18,013 - mmaction - INFO - Epoch [140][440/627] lr: 2.596e-02, eta: 20:53:45, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6333, loss_cls: 2.8036, loss: 2.8036 2020-07-03 13:41:35,734 - mmaction - INFO - Epoch [140][460/627] lr: 2.596e-02, eta: 20:53:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6250, loss_cls: 2.8221, loss: 2.8221 2020-07-03 13:41:53,464 - mmaction - INFO - Epoch [140][480/627] lr: 2.596e-02, eta: 20:52:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.6021, loss_cls: 3.0925, loss: 3.0925 2020-07-03 13:42:11,203 - mmaction - INFO - Epoch [140][500/627] lr: 2.596e-02, eta: 20:52:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6292, loss_cls: 2.7930, loss: 2.7930 2020-07-03 13:42:28,995 - mmaction - INFO - Epoch [140][520/627] lr: 2.596e-02, eta: 20:52:12, time: 0.888, data_time: 0.007, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5750, loss_cls: 3.1090, loss: 3.1090 2020-07-03 13:42:46,683 - mmaction - INFO - Epoch [140][540/627] lr: 2.596e-02, eta: 20:51:49, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5604, loss_cls: 3.0585, loss: 3.0585 2020-07-03 13:43:04,407 - mmaction - INFO - Epoch [140][560/627] lr: 2.596e-02, eta: 20:51:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5729, loss_cls: 3.1077, loss: 3.1077 2020-07-03 13:43:22,268 - mmaction - INFO - Epoch [140][580/627] lr: 2.596e-02, eta: 20:51:03, time: 0.893, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5521, loss_cls: 3.1218, loss: 3.1218 2020-07-03 13:43:39,956 - mmaction - INFO - Epoch [140][600/627] lr: 2.596e-02, eta: 20:50:39, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5396, loss_cls: 3.1288, loss: 3.1288 2020-07-03 13:43:58,167 - mmaction - INFO - Epoch [140][620/627] lr: 2.596e-02, eta: 20:50:17, time: 0.910, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5542, loss_cls: 3.0559, loss: 3.0559 2020-07-03 13:45:46,330 - mmaction - INFO - Epoch [141][20/627] lr: 2.560e-02, eta: 20:50:52, time: 4.986, data_time: 4.051, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5437, loss_cls: 3.1305, loss: 3.1305 2020-07-03 13:46:03,930 - mmaction - INFO - Epoch [141][40/627] lr: 2.560e-02, eta: 20:50:29, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5958, loss_cls: 2.9167, loss: 2.9167 2020-07-03 13:46:21,565 - mmaction - INFO - Epoch [141][60/627] lr: 2.560e-02, eta: 20:50:05, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5833, loss_cls: 2.9251, loss: 2.9251 2020-07-03 13:46:39,247 - mmaction - INFO - Epoch [141][80/627] lr: 2.560e-02, eta: 20:49:42, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5458, loss_cls: 3.1684, loss: 3.1684 2020-07-03 13:46:57,003 - mmaction - INFO - Epoch [141][100/627] lr: 2.560e-02, eta: 20:49:19, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5729, loss_cls: 3.0536, loss: 3.0536 2020-07-03 13:47:14,678 - mmaction - INFO - Epoch [141][120/627] lr: 2.560e-02, eta: 20:48:56, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5688, loss_cls: 3.0372, loss: 3.0372 2020-07-03 13:47:32,381 - mmaction - INFO - Epoch [141][140/627] lr: 2.560e-02, eta: 20:48:33, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5958, loss_cls: 3.0505, loss: 3.0505 2020-07-03 13:47:50,111 - mmaction - INFO - Epoch [141][160/627] lr: 2.560e-02, eta: 20:48:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5896, loss_cls: 3.0211, loss: 3.0211 2020-07-03 13:48:07,845 - mmaction - INFO - Epoch [141][180/627] lr: 2.560e-02, eta: 20:47:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5500, loss_cls: 3.1009, loss: 3.1009 2020-07-03 13:48:25,548 - mmaction - INFO - Epoch [141][200/627] lr: 2.560e-02, eta: 20:47:23, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5854, loss_cls: 3.0511, loss: 3.0511 2020-07-03 13:48:43,279 - mmaction - INFO - Epoch [141][220/627] lr: 2.560e-02, eta: 20:47:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5917, loss_cls: 3.0273, loss: 3.0273 2020-07-03 13:49:01,006 - mmaction - INFO - Epoch [141][240/627] lr: 2.560e-02, eta: 20:46:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6021, loss_cls: 2.9061, loss: 2.9061 2020-07-03 13:49:18,739 - mmaction - INFO - Epoch [141][260/627] lr: 2.560e-02, eta: 20:46:13, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5333, loss_cls: 3.1308, loss: 3.1308 2020-07-03 13:49:36,467 - mmaction - INFO - Epoch [141][280/627] lr: 2.560e-02, eta: 20:45:50, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6021, loss_cls: 2.9445, loss: 2.9445 2020-07-03 13:49:54,189 - mmaction - INFO - Epoch [141][300/627] lr: 2.560e-02, eta: 20:45:27, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5833, loss_cls: 3.0535, loss: 3.0535 2020-07-03 13:50:11,854 - mmaction - INFO - Epoch [141][320/627] lr: 2.560e-02, eta: 20:45:04, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6312, loss_cls: 2.8003, loss: 2.8003 2020-07-03 13:50:29,856 - mmaction - INFO - Epoch [141][340/627] lr: 2.560e-02, eta: 20:44:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6083, loss_cls: 2.9124, loss: 2.9124 2020-07-03 13:50:49,109 - mmaction - INFO - Epoch [141][360/627] lr: 2.560e-02, eta: 20:44:19, time: 0.978, data_time: 0.095, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6042, loss_cls: 2.8749, loss: 2.8749 2020-07-03 13:51:06,816 - mmaction - INFO - Epoch [141][380/627] lr: 2.560e-02, eta: 20:43:56, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5500, loss_cls: 3.0930, loss: 3.0930 2020-07-03 13:51:24,527 - mmaction - INFO - Epoch [141][400/627] lr: 2.560e-02, eta: 20:43:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.6083, loss_cls: 2.9819, loss: 2.9819 2020-07-03 13:51:42,211 - mmaction - INFO - Epoch [141][420/627] lr: 2.560e-02, eta: 20:43:10, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5521, loss_cls: 3.1124, loss: 3.1124 2020-07-03 13:51:59,972 - mmaction - INFO - Epoch [141][440/627] lr: 2.560e-02, eta: 20:42:46, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6083, loss_cls: 2.8410, loss: 2.8410 2020-07-03 13:52:17,720 - mmaction - INFO - Epoch [141][460/627] lr: 2.560e-02, eta: 20:42:23, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5875, loss_cls: 2.8837, loss: 2.8837 2020-07-03 13:52:35,442 - mmaction - INFO - Epoch [141][480/627] lr: 2.560e-02, eta: 20:42:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0261, loss: 3.0261 2020-07-03 13:52:53,171 - mmaction - INFO - Epoch [141][500/627] lr: 2.560e-02, eta: 20:41:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.6063, loss_cls: 2.9873, loss: 2.9873 2020-07-03 13:53:10,887 - mmaction - INFO - Epoch [141][520/627] lr: 2.560e-02, eta: 20:41:14, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6063, loss_cls: 2.8109, loss: 2.8109 2020-07-03 13:53:28,665 - mmaction - INFO - Epoch [141][540/627] lr: 2.560e-02, eta: 20:40:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5833, loss_cls: 3.0152, loss: 3.0152 2020-07-03 13:53:46,425 - mmaction - INFO - Epoch [141][560/627] lr: 2.560e-02, eta: 20:40:28, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5979, loss_cls: 2.8800, loss: 2.8800 2020-07-03 13:54:04,124 - mmaction - INFO - Epoch [141][580/627] lr: 2.560e-02, eta: 20:40:05, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5708, loss_cls: 3.0338, loss: 3.0338 2020-07-03 13:54:21,852 - mmaction - INFO - Epoch [141][600/627] lr: 2.560e-02, eta: 20:39:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0480, loss: 3.0480 2020-07-03 13:54:39,598 - mmaction - INFO - Epoch [141][620/627] lr: 2.560e-02, eta: 20:39:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5750, loss_cls: 2.9796, loss: 2.9796 2020-07-03 13:56:47,703 - mmaction - INFO - Epoch [142][20/627] lr: 2.523e-02, eta: 20:40:11, time: 6.054, data_time: 4.013, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5542, loss_cls: 3.1920, loss: 3.1920 2020-07-03 13:57:05,325 - mmaction - INFO - Epoch [142][40/627] lr: 2.523e-02, eta: 20:39:48, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5729, loss_cls: 3.0348, loss: 3.0348 2020-07-03 13:57:22,962 - mmaction - INFO - Epoch [142][60/627] lr: 2.523e-02, eta: 20:39:24, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5854, loss_cls: 3.0234, loss: 3.0234 2020-07-03 13:57:40,624 - mmaction - INFO - Epoch [142][80/627] lr: 2.523e-02, eta: 20:39:01, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3938, top5_acc: 0.5958, loss_cls: 2.9122, loss: 2.9122 2020-07-03 13:57:58,307 - mmaction - INFO - Epoch [142][100/627] lr: 2.523e-02, eta: 20:38:38, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5687, loss_cls: 3.1326, loss: 3.1326 2020-07-03 13:58:16,026 - mmaction - INFO - Epoch [142][120/627] lr: 2.523e-02, eta: 20:38:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.6125, loss_cls: 3.0124, loss: 3.0124 2020-07-03 13:58:33,731 - mmaction - INFO - Epoch [142][140/627] lr: 2.523e-02, eta: 20:37:52, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6167, loss_cls: 2.9362, loss: 2.9362 2020-07-03 13:58:51,413 - mmaction - INFO - Epoch [142][160/627] lr: 2.523e-02, eta: 20:37:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5979, loss_cls: 2.8669, loss: 2.8669 2020-07-03 13:59:09,144 - mmaction - INFO - Epoch [142][180/627] lr: 2.523e-02, eta: 20:37:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6062, loss_cls: 2.8212, loss: 2.8212 2020-07-03 13:59:26,903 - mmaction - INFO - Epoch [142][200/627] lr: 2.523e-02, eta: 20:36:42, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6062, loss_cls: 2.9613, loss: 2.9613 2020-07-03 13:59:44,660 - mmaction - INFO - Epoch [142][220/627] lr: 2.523e-02, eta: 20:36:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5771, loss_cls: 3.0828, loss: 3.0828 2020-07-03 14:00:02,447 - mmaction - INFO - Epoch [142][240/627] lr: 2.523e-02, eta: 20:35:56, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5792, loss_cls: 2.9820, loss: 2.9820 2020-07-03 14:00:29,364 - mmaction - INFO - Epoch [142][260/627] lr: 2.523e-02, eta: 20:35:41, time: 1.341, data_time: 0.004, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5688, loss_cls: 3.1377, loss: 3.1377 2020-07-03 14:00:47,100 - mmaction - INFO - Epoch [142][280/627] lr: 2.523e-02, eta: 20:35:18, time: 0.891, data_time: 0.010, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5937, loss_cls: 3.0085, loss: 3.0085 2020-07-03 14:01:04,801 - mmaction - INFO - Epoch [142][300/627] lr: 2.523e-02, eta: 20:34:55, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5229, loss_cls: 3.3076, loss: 3.3076 2020-07-03 14:01:22,569 - mmaction - INFO - Epoch [142][320/627] lr: 2.523e-02, eta: 20:34:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5646, loss_cls: 3.0619, loss: 3.0619 2020-07-03 14:01:40,307 - mmaction - INFO - Epoch [142][340/627] lr: 2.523e-02, eta: 20:34:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9524, loss: 2.9524 2020-07-03 14:01:58,020 - mmaction - INFO - Epoch [142][360/627] lr: 2.523e-02, eta: 20:33:45, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5708, loss_cls: 3.1742, loss: 3.1742 2020-07-03 14:02:15,841 - mmaction - INFO - Epoch [142][380/627] lr: 2.523e-02, eta: 20:33:22, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5625, loss_cls: 3.1034, loss: 3.1034 2020-07-03 14:02:33,562 - mmaction - INFO - Epoch [142][400/627] lr: 2.523e-02, eta: 20:32:59, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5833, loss_cls: 2.9761, loss: 2.9761 2020-07-03 14:02:51,336 - mmaction - INFO - Epoch [142][420/627] lr: 2.523e-02, eta: 20:32:36, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5646, loss_cls: 3.0950, loss: 3.0950 2020-07-03 14:03:09,080 - mmaction - INFO - Epoch [142][440/627] lr: 2.523e-02, eta: 20:32:13, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5938, loss_cls: 2.9840, loss: 2.9840 2020-07-03 14:03:26,869 - mmaction - INFO - Epoch [142][460/627] lr: 2.523e-02, eta: 20:31:50, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5479, loss_cls: 3.2172, loss: 3.2172 2020-07-03 14:03:44,616 - mmaction - INFO - Epoch [142][480/627] lr: 2.523e-02, eta: 20:31:27, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5917, loss_cls: 2.9942, loss: 2.9942 2020-07-03 14:04:02,339 - mmaction - INFO - Epoch [142][500/627] lr: 2.523e-02, eta: 20:31:04, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2896, top5_acc: 0.5250, loss_cls: 3.2257, loss: 3.2257 2020-07-03 14:04:20,067 - mmaction - INFO - Epoch [142][520/627] lr: 2.523e-02, eta: 20:30:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5479, loss_cls: 3.1132, loss: 3.1132 2020-07-03 14:04:37,804 - mmaction - INFO - Epoch [142][540/627] lr: 2.523e-02, eta: 20:30:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5375, loss_cls: 3.2198, loss: 3.2198 2020-07-03 14:04:55,505 - mmaction - INFO - Epoch [142][560/627] lr: 2.523e-02, eta: 20:29:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5708, loss_cls: 3.0411, loss: 3.0411 2020-07-03 14:05:13,246 - mmaction - INFO - Epoch [142][580/627] lr: 2.523e-02, eta: 20:29:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5958, loss_cls: 2.9834, loss: 2.9834 2020-07-03 14:05:30,994 - mmaction - INFO - Epoch [142][600/627] lr: 2.523e-02, eta: 20:29:08, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5583, loss_cls: 3.1823, loss: 3.1823 2020-07-03 14:05:48,714 - mmaction - INFO - Epoch [142][620/627] lr: 2.523e-02, eta: 20:28:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5875, loss_cls: 2.9492, loss: 2.9492 2020-07-03 14:08:11,348 - mmaction - INFO - Epoch [143][20/627] lr: 2.487e-02, eta: 20:29:43, time: 6.454, data_time: 5.195, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5875, loss_cls: 3.0530, loss: 3.0530 2020-07-03 14:08:28,930 - mmaction - INFO - Epoch [143][40/627] lr: 2.487e-02, eta: 20:29:20, time: 0.889, data_time: 0.012, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5979, loss_cls: 3.0055, loss: 3.0055 2020-07-03 14:08:46,557 - mmaction - INFO - Epoch [143][60/627] lr: 2.487e-02, eta: 20:28:57, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6208, loss_cls: 2.8641, loss: 2.8641 2020-07-03 14:09:04,138 - mmaction - INFO - Epoch [143][80/627] lr: 2.487e-02, eta: 20:28:34, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5646, loss_cls: 3.1166, loss: 3.1166 2020-07-03 14:09:21,805 - mmaction - INFO - Epoch [143][100/627] lr: 2.487e-02, eta: 20:28:10, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5792, loss_cls: 3.0525, loss: 3.0525 2020-07-03 14:09:39,484 - mmaction - INFO - Epoch [143][120/627] lr: 2.487e-02, eta: 20:27:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6104, loss_cls: 2.9007, loss: 2.9007 2020-07-03 14:09:57,155 - mmaction - INFO - Epoch [143][140/627] lr: 2.487e-02, eta: 20:27:24, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5667, loss_cls: 3.0415, loss: 3.0415 2020-07-03 14:10:15,235 - mmaction - INFO - Epoch [143][160/627] lr: 2.487e-02, eta: 20:27:01, time: 0.905, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5813, loss_cls: 3.0877, loss: 3.0877 2020-07-03 14:10:32,979 - mmaction - INFO - Epoch [143][180/627] lr: 2.487e-02, eta: 20:26:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5729, loss_cls: 3.1001, loss: 3.1001 2020-07-03 14:10:50,721 - mmaction - INFO - Epoch [143][200/627] lr: 2.487e-02, eta: 20:26:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6042, loss_cls: 2.8545, loss: 2.8545 2020-07-03 14:11:08,439 - mmaction - INFO - Epoch [143][220/627] lr: 2.487e-02, eta: 20:25:52, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5833, loss_cls: 3.1236, loss: 3.1236 2020-07-03 14:11:26,140 - mmaction - INFO - Epoch [143][240/627] lr: 2.487e-02, eta: 20:25:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5583, loss_cls: 3.1398, loss: 3.1398 2020-07-03 14:11:43,852 - mmaction - INFO - Epoch [143][260/627] lr: 2.487e-02, eta: 20:25:06, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5792, loss_cls: 3.0851, loss: 3.0851 2020-07-03 14:12:01,500 - mmaction - INFO - Epoch [143][280/627] lr: 2.487e-02, eta: 20:24:43, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5979, loss_cls: 2.9590, loss: 2.9590 2020-07-03 14:12:19,187 - mmaction - INFO - Epoch [143][300/627] lr: 2.487e-02, eta: 20:24:19, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6187, loss_cls: 2.8861, loss: 2.8861 2020-07-03 14:12:36,840 - mmaction - INFO - Epoch [143][320/627] lr: 2.487e-02, eta: 20:23:56, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5854, loss_cls: 2.9184, loss: 2.9184 2020-07-03 14:12:54,532 - mmaction - INFO - Epoch [143][340/627] lr: 2.487e-02, eta: 20:23:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1393, loss: 3.1393 2020-07-03 14:13:12,205 - mmaction - INFO - Epoch [143][360/627] lr: 2.487e-02, eta: 20:23:10, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5854, loss_cls: 3.0186, loss: 3.0186 2020-07-03 14:13:29,941 - mmaction - INFO - Epoch [143][380/627] lr: 2.487e-02, eta: 20:22:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6083, loss_cls: 2.8530, loss: 2.8530 2020-07-03 14:13:47,693 - mmaction - INFO - Epoch [143][400/627] lr: 2.487e-02, eta: 20:22:24, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6000, loss_cls: 2.8885, loss: 2.8885 2020-07-03 14:14:06,385 - mmaction - INFO - Epoch [143][420/627] lr: 2.487e-02, eta: 20:22:01, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5750, loss_cls: 3.1474, loss: 3.1474 2020-07-03 14:14:24,440 - mmaction - INFO - Epoch [143][440/627] lr: 2.487e-02, eta: 20:21:39, time: 0.954, data_time: 0.068, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.1659, loss: 3.1659 2020-07-03 14:14:42,148 - mmaction - INFO - Epoch [143][460/627] lr: 2.487e-02, eta: 20:21:16, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5875, loss_cls: 2.9636, loss: 2.9636 2020-07-03 14:14:59,846 - mmaction - INFO - Epoch [143][480/627] lr: 2.487e-02, eta: 20:20:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6104, loss_cls: 2.9174, loss: 2.9174 2020-07-03 14:15:17,595 - mmaction - INFO - Epoch [143][500/627] lr: 2.487e-02, eta: 20:20:29, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8326, loss: 2.8326 2020-07-03 14:15:35,372 - mmaction - INFO - Epoch [143][520/627] lr: 2.487e-02, eta: 20:20:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6146, loss_cls: 2.8806, loss: 2.8806 2020-07-03 14:15:53,080 - mmaction - INFO - Epoch [143][540/627] lr: 2.487e-02, eta: 20:19:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5771, loss_cls: 3.0107, loss: 3.0107 2020-07-03 14:16:10,777 - mmaction - INFO - Epoch [143][560/627] lr: 2.487e-02, eta: 20:19:20, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 3.1850, loss: 3.1850 2020-07-03 14:16:28,512 - mmaction - INFO - Epoch [143][580/627] lr: 2.487e-02, eta: 20:18:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5667, loss_cls: 3.2120, loss: 3.2120 2020-07-03 14:16:46,208 - mmaction - INFO - Epoch [143][600/627] lr: 2.487e-02, eta: 20:18:34, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5771, loss_cls: 2.9733, loss: 2.9733 2020-07-03 14:17:03,929 - mmaction - INFO - Epoch [143][620/627] lr: 2.487e-02, eta: 20:18:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5479, loss_cls: 3.1148, loss: 3.1148 2020-07-03 14:18:55,341 - mmaction - INFO - Epoch [144][20/627] lr: 2.451e-02, eta: 20:18:47, time: 5.190, data_time: 4.290, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6104, loss_cls: 2.7758, loss: 2.7758 2020-07-03 14:19:12,928 - mmaction - INFO - Epoch [144][40/627] lr: 2.451e-02, eta: 20:18:23, time: 0.878, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5896, loss_cls: 2.9189, loss: 2.9189 2020-07-03 14:19:30,537 - mmaction - INFO - Epoch [144][60/627] lr: 2.451e-02, eta: 20:18:00, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5729, loss_cls: 2.9533, loss: 2.9533 2020-07-03 14:19:48,186 - mmaction - INFO - Epoch [144][80/627] lr: 2.451e-02, eta: 20:17:37, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6125, loss_cls: 2.9519, loss: 2.9519 2020-07-03 14:20:06,326 - mmaction - INFO - Epoch [144][100/627] lr: 2.451e-02, eta: 20:17:14, time: 0.908, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6021, loss_cls: 2.8590, loss: 2.8590 2020-07-03 14:20:24,000 - mmaction - INFO - Epoch [144][120/627] lr: 2.451e-02, eta: 20:16:51, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5958, loss_cls: 2.8769, loss: 2.8769 2020-07-03 14:20:41,681 - mmaction - INFO - Epoch [144][140/627] lr: 2.451e-02, eta: 20:16:28, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6104, loss_cls: 2.9311, loss: 2.9311 2020-07-03 14:20:59,423 - mmaction - INFO - Epoch [144][160/627] lr: 2.451e-02, eta: 20:16:05, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5667, loss_cls: 3.0046, loss: 3.0046 2020-07-03 14:21:17,081 - mmaction - INFO - Epoch [144][180/627] lr: 2.451e-02, eta: 20:15:42, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5312, loss_cls: 3.2203, loss: 3.2203 2020-07-03 14:21:34,777 - mmaction - INFO - Epoch [144][200/627] lr: 2.451e-02, eta: 20:15:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.5938, loss_cls: 2.9115, loss: 2.9115 2020-07-03 14:21:52,465 - mmaction - INFO - Epoch [144][220/627] lr: 2.451e-02, eta: 20:14:56, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5771, loss_cls: 3.0504, loss: 3.0504 2020-07-03 14:22:10,193 - mmaction - INFO - Epoch [144][240/627] lr: 2.451e-02, eta: 20:14:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5958, loss_cls: 2.9783, loss: 2.9783 2020-07-03 14:22:27,893 - mmaction - INFO - Epoch [144][260/627] lr: 2.451e-02, eta: 20:14:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5854, loss_cls: 2.9401, loss: 2.9401 2020-07-03 14:22:45,615 - mmaction - INFO - Epoch [144][280/627] lr: 2.451e-02, eta: 20:13:47, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5958, loss_cls: 3.0378, loss: 3.0378 2020-07-03 14:23:03,304 - mmaction - INFO - Epoch [144][300/627] lr: 2.451e-02, eta: 20:13:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5854, loss_cls: 3.0737, loss: 3.0737 2020-07-03 14:23:20,993 - mmaction - INFO - Epoch [144][320/627] lr: 2.451e-02, eta: 20:13:00, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3250, top5_acc: 0.5854, loss_cls: 3.0677, loss: 3.0677 2020-07-03 14:23:38,705 - mmaction - INFO - Epoch [144][340/627] lr: 2.451e-02, eta: 20:12:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6208, loss_cls: 2.8662, loss: 2.8662 2020-07-03 14:23:56,445 - mmaction - INFO - Epoch [144][360/627] lr: 2.451e-02, eta: 20:12:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6063, loss_cls: 2.8829, loss: 2.8829 2020-07-03 14:24:14,167 - mmaction - INFO - Epoch [144][380/627] lr: 2.451e-02, eta: 20:11:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.6000, loss_cls: 3.0222, loss: 3.0222 2020-07-03 14:24:31,908 - mmaction - INFO - Epoch [144][400/627] lr: 2.451e-02, eta: 20:11:28, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5917, loss_cls: 2.9040, loss: 2.9040 2020-07-03 14:24:49,597 - mmaction - INFO - Epoch [144][420/627] lr: 2.451e-02, eta: 20:11:05, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5833, loss_cls: 2.9928, loss: 2.9928 2020-07-03 14:25:07,303 - mmaction - INFO - Epoch [144][440/627] lr: 2.451e-02, eta: 20:10:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5542, loss_cls: 3.1437, loss: 3.1437 2020-07-03 14:25:24,947 - mmaction - INFO - Epoch [144][460/627] lr: 2.451e-02, eta: 20:10:19, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5604, loss_cls: 3.0072, loss: 3.0072 2020-07-03 14:25:42,681 - mmaction - INFO - Epoch [144][480/627] lr: 2.451e-02, eta: 20:09:56, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5771, loss_cls: 2.9918, loss: 2.9918 2020-07-03 14:26:00,403 - mmaction - INFO - Epoch [144][500/627] lr: 2.451e-02, eta: 20:09:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5917, loss_cls: 2.9942, loss: 2.9942 2020-07-03 14:26:18,096 - mmaction - INFO - Epoch [144][520/627] lr: 2.451e-02, eta: 20:09:10, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5521, loss_cls: 3.0674, loss: 3.0674 2020-07-03 14:26:36,700 - mmaction - INFO - Epoch [144][540/627] lr: 2.451e-02, eta: 20:08:48, time: 0.929, data_time: 0.050, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5917, loss_cls: 2.9355, loss: 2.9355 2020-07-03 14:26:54,395 - mmaction - INFO - Epoch [144][560/627] lr: 2.451e-02, eta: 20:08:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5875, loss_cls: 2.9319, loss: 2.9319 2020-07-03 14:27:12,111 - mmaction - INFO - Epoch [144][580/627] lr: 2.451e-02, eta: 20:08:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5646, loss_cls: 3.1500, loss: 3.1500 2020-07-03 14:27:29,839 - mmaction - INFO - Epoch [144][600/627] lr: 2.451e-02, eta: 20:07:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6250, loss_cls: 2.7451, loss: 2.7451 2020-07-03 14:27:47,501 - mmaction - INFO - Epoch [144][620/627] lr: 2.451e-02, eta: 20:07:15, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5875, loss_cls: 3.0912, loss: 3.0912 2020-07-03 14:27:55,825 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-07-03 14:29:49,249 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 14:29:50,180 - mmaction - INFO - top1_acc 0.3972 top5_acc 0.6389 2020-07-03 14:29:50,180 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 14:29:50,244 - mmaction - INFO - mean_acc 0.3971 2020-07-03 14:29:50,251 - mmaction - INFO - Epoch [144][627/627] lr: 2.451e-02, top1_acc: 0.3972, top5_acc: 0.6389, mean_class_accuracy: 0.3971 2020-07-03 14:31:44,016 - mmaction - INFO - Epoch [145][20/627] lr: 2.415e-02, eta: 20:07:58, time: 5.688, data_time: 4.119, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5896, loss_cls: 2.9781, loss: 2.9781 2020-07-03 14:32:01,576 - mmaction - INFO - Epoch [145][40/627] lr: 2.415e-02, eta: 20:07:35, time: 0.877, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6062, loss_cls: 2.8478, loss: 2.8478 2020-07-03 14:32:19,173 - mmaction - INFO - Epoch [145][60/627] lr: 2.415e-02, eta: 20:07:12, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6292, loss_cls: 2.7344, loss: 2.7344 2020-07-03 14:32:36,821 - mmaction - INFO - Epoch [145][80/627] lr: 2.415e-02, eta: 20:06:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5521, loss_cls: 3.1593, loss: 3.1593 2020-07-03 14:32:54,454 - mmaction - INFO - Epoch [145][100/627] lr: 2.415e-02, eta: 20:06:26, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5917, loss_cls: 2.9940, loss: 2.9940 2020-07-03 14:33:12,126 - mmaction - INFO - Epoch [145][120/627] lr: 2.415e-02, eta: 20:06:03, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5667, loss_cls: 3.0516, loss: 3.0516 2020-07-03 14:33:29,848 - mmaction - INFO - Epoch [145][140/627] lr: 2.415e-02, eta: 20:05:39, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5521, loss_cls: 3.0727, loss: 3.0727 2020-07-03 14:33:47,568 - mmaction - INFO - Epoch [145][160/627] lr: 2.415e-02, eta: 20:05:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5708, loss_cls: 2.9433, loss: 2.9433 2020-07-03 14:34:05,255 - mmaction - INFO - Epoch [145][180/627] lr: 2.415e-02, eta: 20:04:53, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5479, loss_cls: 3.1944, loss: 3.1944 2020-07-03 14:34:23,008 - mmaction - INFO - Epoch [145][200/627] lr: 2.415e-02, eta: 20:04:30, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5771, loss_cls: 2.9956, loss: 2.9956 2020-07-03 14:34:40,894 - mmaction - INFO - Epoch [145][220/627] lr: 2.415e-02, eta: 20:04:07, time: 0.894, data_time: 0.013, memory: 8451, top1_acc: 0.3583, top5_acc: 0.6000, loss_cls: 3.0160, loss: 3.0160 2020-07-03 14:34:58,624 - mmaction - INFO - Epoch [145][240/627] lr: 2.415e-02, eta: 20:03:44, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6083, loss_cls: 3.0328, loss: 3.0328 2020-07-03 14:35:18,793 - mmaction - INFO - Epoch [145][260/627] lr: 2.415e-02, eta: 20:03:23, time: 1.006, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6187, loss_cls: 2.9119, loss: 2.9119 2020-07-03 14:35:36,547 - mmaction - INFO - Epoch [145][280/627] lr: 2.415e-02, eta: 20:03:00, time: 0.890, data_time: 0.005, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5479, loss_cls: 3.0816, loss: 3.0816 2020-07-03 14:35:54,282 - mmaction - INFO - Epoch [145][300/627] lr: 2.415e-02, eta: 20:02:37, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6167, loss_cls: 2.9117, loss: 2.9117 2020-07-03 14:36:11,989 - mmaction - INFO - Epoch [145][320/627] lr: 2.415e-02, eta: 20:02:14, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5542, loss_cls: 3.1454, loss: 3.1454 2020-07-03 14:36:29,682 - mmaction - INFO - Epoch [145][340/627] lr: 2.415e-02, eta: 20:01:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5729, loss_cls: 3.0070, loss: 3.0070 2020-07-03 14:36:47,389 - mmaction - INFO - Epoch [145][360/627] lr: 2.415e-02, eta: 20:01:28, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5500, loss_cls: 3.1099, loss: 3.1099 2020-07-03 14:37:05,093 - mmaction - INFO - Epoch [145][380/627] lr: 2.415e-02, eta: 20:01:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5500, loss_cls: 3.1218, loss: 3.1218 2020-07-03 14:37:22,731 - mmaction - INFO - Epoch [145][400/627] lr: 2.415e-02, eta: 20:00:42, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.8835, loss: 2.8835 2020-07-03 14:37:40,419 - mmaction - INFO - Epoch [145][420/627] lr: 2.415e-02, eta: 20:00:19, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.6042, loss_cls: 2.9875, loss: 2.9875 2020-07-03 14:37:58,132 - mmaction - INFO - Epoch [145][440/627] lr: 2.415e-02, eta: 19:59:56, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5917, loss_cls: 3.0187, loss: 3.0187 2020-07-03 14:38:15,996 - mmaction - INFO - Epoch [145][460/627] lr: 2.415e-02, eta: 19:59:33, time: 0.892, data_time: 0.012, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5917, loss_cls: 2.9901, loss: 2.9901 2020-07-03 14:38:33,673 - mmaction - INFO - Epoch [145][480/627] lr: 2.415e-02, eta: 19:59:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5958, loss_cls: 2.9833, loss: 2.9833 2020-07-03 14:38:51,362 - mmaction - INFO - Epoch [145][500/627] lr: 2.415e-02, eta: 19:58:47, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5875, loss_cls: 3.0506, loss: 3.0506 2020-07-03 14:39:09,065 - mmaction - INFO - Epoch [145][520/627] lr: 2.415e-02, eta: 19:58:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5958, loss_cls: 2.9593, loss: 2.9593 2020-07-03 14:39:26,811 - mmaction - INFO - Epoch [145][540/627] lr: 2.415e-02, eta: 19:58:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5938, loss_cls: 2.9618, loss: 2.9618 2020-07-03 14:39:44,558 - mmaction - INFO - Epoch [145][560/627] lr: 2.415e-02, eta: 19:57:38, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6083, loss_cls: 2.9845, loss: 2.9845 2020-07-03 14:40:02,308 - mmaction - INFO - Epoch [145][580/627] lr: 2.415e-02, eta: 19:57:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5854, loss_cls: 3.0912, loss: 3.0912 2020-07-03 14:40:20,014 - mmaction - INFO - Epoch [145][600/627] lr: 2.415e-02, eta: 19:56:52, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5813, loss_cls: 2.9379, loss: 2.9379 2020-07-03 14:40:37,805 - mmaction - INFO - Epoch [145][620/627] lr: 2.415e-02, eta: 19:56:29, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5625, loss_cls: 3.1018, loss: 3.1018 2020-07-03 14:43:48,918 - mmaction - INFO - Epoch [146][20/627] lr: 2.379e-02, eta: 19:58:08, time: 9.202, data_time: 7.489, memory: 8451, top1_acc: 0.3333, top5_acc: 0.6000, loss_cls: 2.9418, loss: 2.9418 2020-07-03 14:44:06,471 - mmaction - INFO - Epoch [146][40/627] lr: 2.379e-02, eta: 19:57:45, time: 0.878, data_time: 0.004, memory: 8451, top1_acc: 0.4125, top5_acc: 0.5854, loss_cls: 2.8117, loss: 2.8117 2020-07-03 14:44:24,077 - mmaction - INFO - Epoch [146][60/627] lr: 2.379e-02, eta: 19:57:22, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5729, loss_cls: 3.1713, loss: 3.1713 2020-07-03 14:44:41,744 - mmaction - INFO - Epoch [146][80/627] lr: 2.379e-02, eta: 19:56:59, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5687, loss_cls: 3.0876, loss: 3.0876 2020-07-03 14:44:59,364 - mmaction - INFO - Epoch [146][100/627] lr: 2.379e-02, eta: 19:56:35, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5687, loss_cls: 3.0522, loss: 3.0522 2020-07-03 14:45:18,693 - mmaction - INFO - Epoch [146][120/627] lr: 2.379e-02, eta: 19:56:14, time: 0.964, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5562, loss_cls: 3.1222, loss: 3.1222 2020-07-03 14:45:36,418 - mmaction - INFO - Epoch [146][140/627] lr: 2.379e-02, eta: 19:55:51, time: 0.889, data_time: 0.004, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5875, loss_cls: 2.9803, loss: 2.9803 2020-07-03 14:45:54,161 - mmaction - INFO - Epoch [146][160/627] lr: 2.379e-02, eta: 19:55:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5875, loss_cls: 3.0316, loss: 3.0316 2020-07-03 14:46:11,824 - mmaction - INFO - Epoch [146][180/627] lr: 2.379e-02, eta: 19:55:05, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5667, loss_cls: 3.0676, loss: 3.0676 2020-07-03 14:46:29,530 - mmaction - INFO - Epoch [146][200/627] lr: 2.379e-02, eta: 19:54:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6146, loss_cls: 2.8208, loss: 2.8208 2020-07-03 14:46:47,250 - mmaction - INFO - Epoch [146][220/627] lr: 2.379e-02, eta: 19:54:19, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5833, loss_cls: 3.0612, loss: 3.0612 2020-07-03 14:47:04,916 - mmaction - INFO - Epoch [146][240/627] lr: 2.379e-02, eta: 19:53:55, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5917, loss_cls: 3.0325, loss: 3.0325 2020-07-03 14:47:22,653 - mmaction - INFO - Epoch [146][260/627] lr: 2.379e-02, eta: 19:53:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5646, loss_cls: 3.0661, loss: 3.0661 2020-07-03 14:47:40,372 - mmaction - INFO - Epoch [146][280/627] lr: 2.379e-02, eta: 19:53:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5667, loss_cls: 3.0742, loss: 3.0742 2020-07-03 14:47:58,068 - mmaction - INFO - Epoch [146][300/627] lr: 2.379e-02, eta: 19:52:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6042, loss_cls: 2.8818, loss: 2.8818 2020-07-03 14:48:15,955 - mmaction - INFO - Epoch [146][320/627] lr: 2.379e-02, eta: 19:52:24, time: 0.893, data_time: 0.011, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5896, loss_cls: 2.9682, loss: 2.9682 2020-07-03 14:48:33,668 - mmaction - INFO - Epoch [146][340/627] lr: 2.379e-02, eta: 19:52:01, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.9659, loss: 2.9659 2020-07-03 14:48:51,385 - mmaction - INFO - Epoch [146][360/627] lr: 2.379e-02, eta: 19:51:38, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5583, loss_cls: 3.1866, loss: 3.1866 2020-07-03 14:49:09,111 - mmaction - INFO - Epoch [146][380/627] lr: 2.379e-02, eta: 19:51:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5729, loss_cls: 3.0469, loss: 3.0469 2020-07-03 14:49:26,836 - mmaction - INFO - Epoch [146][400/627] lr: 2.379e-02, eta: 19:50:52, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6062, loss_cls: 2.9111, loss: 2.9111 2020-07-03 14:49:44,591 - mmaction - INFO - Epoch [146][420/627] lr: 2.379e-02, eta: 19:50:29, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5625, loss_cls: 3.0042, loss: 3.0042 2020-07-03 14:50:02,372 - mmaction - INFO - Epoch [146][440/627] lr: 2.379e-02, eta: 19:50:06, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5854, loss_cls: 2.9602, loss: 2.9602 2020-07-03 14:50:20,048 - mmaction - INFO - Epoch [146][460/627] lr: 2.379e-02, eta: 19:49:43, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3312, top5_acc: 0.6021, loss_cls: 3.0096, loss: 3.0096 2020-07-03 14:50:37,789 - mmaction - INFO - Epoch [146][480/627] lr: 2.379e-02, eta: 19:49:20, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5938, loss_cls: 3.0508, loss: 3.0508 2020-07-03 14:50:55,618 - mmaction - INFO - Epoch [146][500/627] lr: 2.379e-02, eta: 19:48:57, time: 0.893, data_time: 0.008, memory: 8451, top1_acc: 0.4000, top5_acc: 0.5938, loss_cls: 2.8629, loss: 2.8629 2020-07-03 14:51:13,325 - mmaction - INFO - Epoch [146][520/627] lr: 2.379e-02, eta: 19:48:34, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5896, loss_cls: 2.9144, loss: 2.9144 2020-07-03 14:51:31,063 - mmaction - INFO - Epoch [146][540/627] lr: 2.379e-02, eta: 19:48:11, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3146, top5_acc: 0.5250, loss_cls: 3.2069, loss: 3.2069 2020-07-03 14:51:48,815 - mmaction - INFO - Epoch [146][560/627] lr: 2.379e-02, eta: 19:47:48, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5750, loss_cls: 2.9616, loss: 2.9616 2020-07-03 14:52:06,511 - mmaction - INFO - Epoch [146][580/627] lr: 2.379e-02, eta: 19:47:25, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9821, loss: 2.9821 2020-07-03 14:52:24,267 - mmaction - INFO - Epoch [146][600/627] lr: 2.379e-02, eta: 19:47:02, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6146, loss_cls: 2.9665, loss: 2.9665 2020-07-03 14:52:41,917 - mmaction - INFO - Epoch [146][620/627] lr: 2.379e-02, eta: 19:46:39, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5417, loss_cls: 3.1478, loss: 3.1478 2020-07-03 14:54:34,597 - mmaction - INFO - Epoch [147][20/627] lr: 2.343e-02, eta: 19:47:10, time: 5.114, data_time: 4.237, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5688, loss_cls: 3.0255, loss: 3.0255 2020-07-03 14:54:52,228 - mmaction - INFO - Epoch [147][40/627] lr: 2.343e-02, eta: 19:46:47, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6021, loss_cls: 2.9721, loss: 2.9721 2020-07-03 14:55:11,930 - mmaction - INFO - Epoch [147][60/627] lr: 2.343e-02, eta: 19:46:26, time: 0.984, data_time: 0.002, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5646, loss_cls: 3.0298, loss: 3.0298 2020-07-03 14:55:29,648 - mmaction - INFO - Epoch [147][80/627] lr: 2.343e-02, eta: 19:46:03, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6000, loss_cls: 2.9766, loss: 2.9766 2020-07-03 14:55:47,332 - mmaction - INFO - Epoch [147][100/627] lr: 2.343e-02, eta: 19:45:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3562, top5_acc: 0.6000, loss_cls: 2.9080, loss: 2.9080 2020-07-03 14:56:04,980 - mmaction - INFO - Epoch [147][120/627] lr: 2.343e-02, eta: 19:45:17, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5583, loss_cls: 3.1770, loss: 3.1770 2020-07-03 14:56:22,675 - mmaction - INFO - Epoch [147][140/627] lr: 2.343e-02, eta: 19:44:54, time: 0.884, data_time: 0.004, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6188, loss_cls: 2.8222, loss: 2.8222 2020-07-03 14:56:40,391 - mmaction - INFO - Epoch [147][160/627] lr: 2.343e-02, eta: 19:44:31, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.9084, loss: 2.9084 2020-07-03 14:56:58,089 - mmaction - INFO - Epoch [147][180/627] lr: 2.343e-02, eta: 19:44:08, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6000, loss_cls: 2.8098, loss: 2.8098 2020-07-03 14:57:15,823 - mmaction - INFO - Epoch [147][200/627] lr: 2.343e-02, eta: 19:43:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5937, loss_cls: 2.8398, loss: 2.8398 2020-07-03 14:57:33,507 - mmaction - INFO - Epoch [147][220/627] lr: 2.343e-02, eta: 19:43:22, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5750, loss_cls: 2.9025, loss: 2.9025 2020-07-03 14:57:51,204 - mmaction - INFO - Epoch [147][240/627] lr: 2.343e-02, eta: 19:42:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5854, loss_cls: 3.0300, loss: 3.0300 2020-07-03 14:58:08,892 - mmaction - INFO - Epoch [147][260/627] lr: 2.343e-02, eta: 19:42:36, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5667, loss_cls: 3.0393, loss: 3.0393 2020-07-03 14:58:26,611 - mmaction - INFO - Epoch [147][280/627] lr: 2.343e-02, eta: 19:42:13, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5813, loss_cls: 3.0072, loss: 3.0072 2020-07-03 14:58:44,324 - mmaction - INFO - Epoch [147][300/627] lr: 2.343e-02, eta: 19:41:50, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6208, loss_cls: 2.9440, loss: 2.9440 2020-07-03 14:59:01,987 - mmaction - INFO - Epoch [147][320/627] lr: 2.343e-02, eta: 19:41:27, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6104, loss_cls: 2.9524, loss: 2.9524 2020-07-03 14:59:19,688 - mmaction - INFO - Epoch [147][340/627] lr: 2.343e-02, eta: 19:41:04, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5875, loss_cls: 2.9620, loss: 2.9620 2020-07-03 14:59:37,403 - mmaction - INFO - Epoch [147][360/627] lr: 2.343e-02, eta: 19:40:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5979, loss_cls: 2.9136, loss: 2.9136 2020-07-03 14:59:55,111 - mmaction - INFO - Epoch [147][380/627] lr: 2.343e-02, eta: 19:40:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5938, loss_cls: 3.0580, loss: 3.0580 2020-07-03 15:00:18,899 - mmaction - INFO - Epoch [147][400/627] lr: 2.343e-02, eta: 19:39:59, time: 1.184, data_time: 0.007, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5562, loss_cls: 3.1237, loss: 3.1237 2020-07-03 15:00:36,660 - mmaction - INFO - Epoch [147][420/627] lr: 2.343e-02, eta: 19:39:37, time: 0.893, data_time: 0.009, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5896, loss_cls: 2.9781, loss: 2.9781 2020-07-03 15:00:54,390 - mmaction - INFO - Epoch [147][440/627] lr: 2.343e-02, eta: 19:39:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5771, loss_cls: 3.1092, loss: 3.1092 2020-07-03 15:01:12,094 - mmaction - INFO - Epoch [147][460/627] lr: 2.343e-02, eta: 19:38:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5521, loss_cls: 3.2429, loss: 3.2429 2020-07-03 15:01:29,836 - mmaction - INFO - Epoch [147][480/627] lr: 2.343e-02, eta: 19:38:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5667, loss_cls: 3.0385, loss: 3.0385 2020-07-03 15:01:47,555 - mmaction - INFO - Epoch [147][500/627] lr: 2.343e-02, eta: 19:38:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5917, loss_cls: 2.9747, loss: 2.9747 2020-07-03 15:02:05,256 - mmaction - INFO - Epoch [147][520/627] lr: 2.343e-02, eta: 19:37:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5896, loss_cls: 2.9136, loss: 2.9136 2020-07-03 15:02:22,961 - mmaction - INFO - Epoch [147][540/627] lr: 2.343e-02, eta: 19:37:19, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5729, loss_cls: 3.0065, loss: 3.0065 2020-07-03 15:02:40,702 - mmaction - INFO - Epoch [147][560/627] lr: 2.343e-02, eta: 19:36:56, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5979, loss_cls: 2.9836, loss: 2.9836 2020-07-03 15:02:58,388 - mmaction - INFO - Epoch [147][580/627] lr: 2.343e-02, eta: 19:36:33, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.5917, loss_cls: 2.9255, loss: 2.9255 2020-07-03 15:03:16,100 - mmaction - INFO - Epoch [147][600/627] lr: 2.343e-02, eta: 19:36:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5854, loss_cls: 3.1161, loss: 3.1161 2020-07-03 15:03:35,560 - mmaction - INFO - Epoch [147][620/627] lr: 2.343e-02, eta: 19:35:48, time: 0.962, data_time: 0.053, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5875, loss_cls: 3.1085, loss: 3.1085 2020-07-03 15:06:07,503 - mmaction - INFO - Epoch [148][20/627] lr: 2.307e-02, eta: 19:36:46, time: 6.827, data_time: 5.882, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5729, loss_cls: 3.0307, loss: 3.0307 2020-07-03 15:06:25,119 - mmaction - INFO - Epoch [148][40/627] lr: 2.307e-02, eta: 19:36:23, time: 0.882, data_time: 0.005, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5729, loss_cls: 3.0152, loss: 3.0152 2020-07-03 15:06:42,750 - mmaction - INFO - Epoch [148][60/627] lr: 2.307e-02, eta: 19:35:59, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5896, loss_cls: 2.9656, loss: 2.9656 2020-07-03 15:07:00,371 - mmaction - INFO - Epoch [148][80/627] lr: 2.307e-02, eta: 19:35:36, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5521, loss_cls: 3.0032, loss: 3.0032 2020-07-03 15:07:18,080 - mmaction - INFO - Epoch [148][100/627] lr: 2.307e-02, eta: 19:35:13, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5708, loss_cls: 2.9589, loss: 2.9589 2020-07-03 15:07:35,796 - mmaction - INFO - Epoch [148][120/627] lr: 2.307e-02, eta: 19:34:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5979, loss_cls: 2.8658, loss: 2.8658 2020-07-03 15:07:53,482 - mmaction - INFO - Epoch [148][140/627] lr: 2.307e-02, eta: 19:34:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6104, loss_cls: 2.8578, loss: 2.8578 2020-07-03 15:08:11,204 - mmaction - INFO - Epoch [148][160/627] lr: 2.307e-02, eta: 19:34:05, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0210, loss: 3.0210 2020-07-03 15:08:28,930 - mmaction - INFO - Epoch [148][180/627] lr: 2.307e-02, eta: 19:33:42, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6021, loss_cls: 2.9657, loss: 2.9657 2020-07-03 15:08:46,637 - mmaction - INFO - Epoch [148][200/627] lr: 2.307e-02, eta: 19:33:19, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5354, loss_cls: 3.1990, loss: 3.1990 2020-07-03 15:09:04,386 - mmaction - INFO - Epoch [148][220/627] lr: 2.307e-02, eta: 19:32:56, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5812, loss_cls: 3.0077, loss: 3.0077 2020-07-03 15:09:22,030 - mmaction - INFO - Epoch [148][240/627] lr: 2.307e-02, eta: 19:32:33, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 2.9604, loss: 2.9604 2020-07-03 15:09:39,732 - mmaction - INFO - Epoch [148][260/627] lr: 2.307e-02, eta: 19:32:10, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5750, loss_cls: 3.0410, loss: 3.0410 2020-07-03 15:09:57,472 - mmaction - INFO - Epoch [148][280/627] lr: 2.307e-02, eta: 19:31:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5542, loss_cls: 3.2370, loss: 3.2370 2020-07-03 15:10:15,561 - mmaction - INFO - Epoch [148][300/627] lr: 2.307e-02, eta: 19:31:24, time: 0.902, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5208, loss_cls: 3.1498, loss: 3.1498 2020-07-03 15:10:33,282 - mmaction - INFO - Epoch [148][320/627] lr: 2.307e-02, eta: 19:31:01, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1229, loss: 3.1229 2020-07-03 15:10:51,026 - mmaction - INFO - Epoch [148][340/627] lr: 2.307e-02, eta: 19:30:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5812, loss_cls: 2.8982, loss: 2.8982 2020-07-03 15:11:08,820 - mmaction - INFO - Epoch [148][360/627] lr: 2.307e-02, eta: 19:30:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.6083, loss_cls: 3.0255, loss: 3.0255 2020-07-03 15:11:26,510 - mmaction - INFO - Epoch [148][380/627] lr: 2.307e-02, eta: 19:29:52, time: 0.888, data_time: 0.006, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5896, loss_cls: 2.8988, loss: 2.8988 2020-07-03 15:11:44,222 - mmaction - INFO - Epoch [148][400/627] lr: 2.307e-02, eta: 19:29:29, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.1747, loss: 3.1747 2020-07-03 15:12:01,963 - mmaction - INFO - Epoch [148][420/627] lr: 2.307e-02, eta: 19:29:07, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6208, loss_cls: 2.9088, loss: 2.9088 2020-07-03 15:12:19,631 - mmaction - INFO - Epoch [148][440/627] lr: 2.307e-02, eta: 19:28:44, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5854, loss_cls: 3.0469, loss: 3.0469 2020-07-03 15:12:37,325 - mmaction - INFO - Epoch [148][460/627] lr: 2.307e-02, eta: 19:28:21, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6333, loss_cls: 2.8010, loss: 2.8010 2020-07-03 15:12:55,056 - mmaction - INFO - Epoch [148][480/627] lr: 2.307e-02, eta: 19:27:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6271, loss_cls: 2.8053, loss: 2.8053 2020-07-03 15:13:12,754 - mmaction - INFO - Epoch [148][500/627] lr: 2.307e-02, eta: 19:27:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5854, loss_cls: 2.9273, loss: 2.9273 2020-07-03 15:13:30,477 - mmaction - INFO - Epoch [148][520/627] lr: 2.307e-02, eta: 19:27:12, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6083, loss_cls: 2.9188, loss: 2.9188 2020-07-03 15:13:48,188 - mmaction - INFO - Epoch [148][540/627] lr: 2.307e-02, eta: 19:26:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6042, loss_cls: 2.8513, loss: 2.8513 2020-07-03 15:14:05,909 - mmaction - INFO - Epoch [148][560/627] lr: 2.307e-02, eta: 19:26:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5500, loss_cls: 3.0686, loss: 3.0686 2020-07-03 15:14:23,717 - mmaction - INFO - Epoch [148][580/627] lr: 2.307e-02, eta: 19:26:03, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5646, loss_cls: 2.9177, loss: 2.9177 2020-07-03 15:14:41,484 - mmaction - INFO - Epoch [148][600/627] lr: 2.307e-02, eta: 19:25:40, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6375, loss_cls: 2.8939, loss: 2.8939 2020-07-03 15:14:59,209 - mmaction - INFO - Epoch [148][620/627] lr: 2.307e-02, eta: 19:25:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5563, loss_cls: 3.0144, loss: 3.0144 2020-07-03 15:16:54,796 - mmaction - INFO - Epoch [149][20/627] lr: 2.271e-02, eta: 19:25:51, time: 5.353, data_time: 4.061, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6250, loss_cls: 2.7665, loss: 2.7665 2020-07-03 15:17:12,613 - mmaction - INFO - Epoch [149][40/627] lr: 2.271e-02, eta: 19:25:28, time: 0.936, data_time: 0.062, memory: 8451, top1_acc: 0.3812, top5_acc: 0.5979, loss_cls: 2.8780, loss: 2.8780 2020-07-03 15:17:30,199 - mmaction - INFO - Epoch [149][60/627] lr: 2.271e-02, eta: 19:25:05, time: 0.878, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6042, loss_cls: 2.9353, loss: 2.9353 2020-07-03 15:17:47,860 - mmaction - INFO - Epoch [149][80/627] lr: 2.271e-02, eta: 19:24:42, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6292, loss_cls: 2.9402, loss: 2.9402 2020-07-03 15:18:05,575 - mmaction - INFO - Epoch [149][100/627] lr: 2.271e-02, eta: 19:24:19, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5500, loss_cls: 3.1409, loss: 3.1409 2020-07-03 15:18:23,234 - mmaction - INFO - Epoch [149][120/627] lr: 2.271e-02, eta: 19:23:56, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5813, loss_cls: 3.0510, loss: 3.0510 2020-07-03 15:18:40,957 - mmaction - INFO - Epoch [149][140/627] lr: 2.271e-02, eta: 19:23:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6000, loss_cls: 2.9003, loss: 2.9003 2020-07-03 15:18:58,614 - mmaction - INFO - Epoch [149][160/627] lr: 2.271e-02, eta: 19:23:11, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6146, loss_cls: 2.8586, loss: 2.8586 2020-07-03 15:19:16,347 - mmaction - INFO - Epoch [149][180/627] lr: 2.271e-02, eta: 19:22:48, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5958, loss_cls: 2.8930, loss: 2.8930 2020-07-03 15:19:34,212 - mmaction - INFO - Epoch [149][200/627] lr: 2.271e-02, eta: 19:22:25, time: 0.894, data_time: 0.013, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6104, loss_cls: 2.8903, loss: 2.8903 2020-07-03 15:19:52,068 - mmaction - INFO - Epoch [149][220/627] lr: 2.271e-02, eta: 19:22:02, time: 0.891, data_time: 0.011, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5562, loss_cls: 3.1113, loss: 3.1113 2020-07-03 15:20:10,768 - mmaction - INFO - Epoch [149][240/627] lr: 2.271e-02, eta: 19:21:40, time: 0.936, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5896, loss_cls: 2.9202, loss: 2.9202 2020-07-03 15:20:28,582 - mmaction - INFO - Epoch [149][260/627] lr: 2.271e-02, eta: 19:21:17, time: 0.889, data_time: 0.009, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5938, loss_cls: 3.0537, loss: 3.0537 2020-07-03 15:20:46,295 - mmaction - INFO - Epoch [149][280/627] lr: 2.271e-02, eta: 19:20:54, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5646, loss_cls: 3.2015, loss: 3.2015 2020-07-03 15:21:04,024 - mmaction - INFO - Epoch [149][300/627] lr: 2.271e-02, eta: 19:20:31, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6542, loss_cls: 2.6897, loss: 2.6897 2020-07-03 15:21:21,690 - mmaction - INFO - Epoch [149][320/627] lr: 2.271e-02, eta: 19:20:08, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6208, loss_cls: 2.8049, loss: 2.8049 2020-07-03 15:21:39,393 - mmaction - INFO - Epoch [149][340/627] lr: 2.271e-02, eta: 19:19:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3687, top5_acc: 0.6021, loss_cls: 2.9368, loss: 2.9368 2020-07-03 15:21:57,127 - mmaction - INFO - Epoch [149][360/627] lr: 2.271e-02, eta: 19:19:22, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6021, loss_cls: 2.9828, loss: 2.9828 2020-07-03 15:22:14,858 - mmaction - INFO - Epoch [149][380/627] lr: 2.271e-02, eta: 19:19:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5792, loss_cls: 3.0945, loss: 3.0945 2020-07-03 15:22:32,559 - mmaction - INFO - Epoch [149][400/627] lr: 2.271e-02, eta: 19:18:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6104, loss_cls: 2.8531, loss: 2.8531 2020-07-03 15:22:50,298 - mmaction - INFO - Epoch [149][420/627] lr: 2.271e-02, eta: 19:18:14, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5813, loss_cls: 3.0255, loss: 3.0255 2020-07-03 15:23:08,032 - mmaction - INFO - Epoch [149][440/627] lr: 2.271e-02, eta: 19:17:51, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5750, loss_cls: 3.0154, loss: 3.0154 2020-07-03 15:23:25,790 - mmaction - INFO - Epoch [149][460/627] lr: 2.271e-02, eta: 19:17:28, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5771, loss_cls: 3.0621, loss: 3.0621 2020-07-03 15:23:43,488 - mmaction - INFO - Epoch [149][480/627] lr: 2.271e-02, eta: 19:17:05, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5833, loss_cls: 2.9539, loss: 2.9539 2020-07-03 15:24:01,215 - mmaction - INFO - Epoch [149][500/627] lr: 2.271e-02, eta: 19:16:42, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5812, loss_cls: 3.0102, loss: 3.0102 2020-07-03 15:24:18,939 - mmaction - INFO - Epoch [149][520/627] lr: 2.271e-02, eta: 19:16:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6146, loss_cls: 2.9579, loss: 2.9579 2020-07-03 15:24:36,657 - mmaction - INFO - Epoch [149][540/627] lr: 2.271e-02, eta: 19:15:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6083, loss_cls: 2.9208, loss: 2.9208 2020-07-03 15:24:54,390 - mmaction - INFO - Epoch [149][560/627] lr: 2.271e-02, eta: 19:15:34, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6000, loss_cls: 2.9091, loss: 2.9091 2020-07-03 15:25:12,159 - mmaction - INFO - Epoch [149][580/627] lr: 2.271e-02, eta: 19:15:11, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5833, loss_cls: 2.9883, loss: 2.9883 2020-07-03 15:25:29,885 - mmaction - INFO - Epoch [149][600/627] lr: 2.271e-02, eta: 19:14:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3937, top5_acc: 0.5979, loss_cls: 2.9564, loss: 2.9564 2020-07-03 15:25:47,572 - mmaction - INFO - Epoch [149][620/627] lr: 2.271e-02, eta: 19:14:25, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5583, loss_cls: 3.1183, loss: 3.1183 2020-07-03 15:28:13,030 - mmaction - INFO - Epoch [150][20/627] lr: 2.235e-02, eta: 19:15:21, time: 6.894, data_time: 4.579, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5875, loss_cls: 3.0108, loss: 3.0108 2020-07-03 15:28:30,628 - mmaction - INFO - Epoch [150][40/627] lr: 2.235e-02, eta: 19:14:58, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5938, loss_cls: 2.8865, loss: 2.8865 2020-07-03 15:28:48,257 - mmaction - INFO - Epoch [150][60/627] lr: 2.235e-02, eta: 19:14:35, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5625, loss_cls: 2.9498, loss: 2.9498 2020-07-03 15:29:05,903 - mmaction - INFO - Epoch [150][80/627] lr: 2.235e-02, eta: 19:14:12, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6188, loss_cls: 2.9318, loss: 2.9318 2020-07-03 15:29:23,575 - mmaction - INFO - Epoch [150][100/627] lr: 2.235e-02, eta: 19:13:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5875, loss_cls: 3.0824, loss: 3.0824 2020-07-03 15:29:41,267 - mmaction - INFO - Epoch [150][120/627] lr: 2.235e-02, eta: 19:13:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6104, loss_cls: 2.7837, loss: 2.7837 2020-07-03 15:29:58,941 - mmaction - INFO - Epoch [150][140/627] lr: 2.235e-02, eta: 19:13:03, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5979, loss_cls: 2.9232, loss: 2.9232 2020-07-03 15:30:19,114 - mmaction - INFO - Epoch [150][160/627] lr: 2.235e-02, eta: 19:12:42, time: 1.007, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5792, loss_cls: 3.0843, loss: 3.0843 2020-07-03 15:30:36,756 - mmaction - INFO - Epoch [150][180/627] lr: 2.235e-02, eta: 19:12:19, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5708, loss_cls: 3.0818, loss: 3.0818 2020-07-03 15:30:54,420 - mmaction - INFO - Epoch [150][200/627] lr: 2.235e-02, eta: 19:11:56, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6021, loss_cls: 2.8776, loss: 2.8776 2020-07-03 15:31:12,152 - mmaction - INFO - Epoch [150][220/627] lr: 2.235e-02, eta: 19:11:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6333, loss_cls: 2.7561, loss: 2.7561 2020-07-03 15:31:29,874 - mmaction - INFO - Epoch [150][240/627] lr: 2.235e-02, eta: 19:11:10, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6146, loss_cls: 2.8475, loss: 2.8475 2020-07-03 15:31:47,593 - mmaction - INFO - Epoch [150][260/627] lr: 2.235e-02, eta: 19:10:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6000, loss_cls: 3.0322, loss: 3.0322 2020-07-03 15:32:05,353 - mmaction - INFO - Epoch [150][280/627] lr: 2.235e-02, eta: 19:10:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5750, loss_cls: 3.0604, loss: 3.0604 2020-07-03 15:32:23,049 - mmaction - INFO - Epoch [150][300/627] lr: 2.235e-02, eta: 19:10:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5833, loss_cls: 2.9188, loss: 2.9188 2020-07-03 15:32:40,785 - mmaction - INFO - Epoch [150][320/627] lr: 2.235e-02, eta: 19:09:39, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5854, loss_cls: 3.0025, loss: 3.0025 2020-07-03 15:32:58,513 - mmaction - INFO - Epoch [150][340/627] lr: 2.235e-02, eta: 19:09:16, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5875, loss_cls: 2.8874, loss: 2.8874 2020-07-03 15:33:16,258 - mmaction - INFO - Epoch [150][360/627] lr: 2.235e-02, eta: 19:08:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5542, loss_cls: 3.1663, loss: 3.1663 2020-07-03 15:33:33,944 - mmaction - INFO - Epoch [150][380/627] lr: 2.235e-02, eta: 19:08:30, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5833, loss_cls: 3.0632, loss: 3.0632 2020-07-03 15:33:51,648 - mmaction - INFO - Epoch [150][400/627] lr: 2.235e-02, eta: 19:08:07, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3104, top5_acc: 0.5604, loss_cls: 3.1034, loss: 3.1034 2020-07-03 15:34:09,807 - mmaction - INFO - Epoch [150][420/627] lr: 2.235e-02, eta: 19:07:44, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5583, loss_cls: 3.0376, loss: 3.0376 2020-07-03 15:34:28,701 - mmaction - INFO - Epoch [150][440/627] lr: 2.235e-02, eta: 19:07:23, time: 0.965, data_time: 0.082, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5687, loss_cls: 3.0600, loss: 3.0600 2020-07-03 15:34:46,406 - mmaction - INFO - Epoch [150][460/627] lr: 2.235e-02, eta: 19:07:00, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5583, loss_cls: 3.0701, loss: 3.0701 2020-07-03 15:35:04,159 - mmaction - INFO - Epoch [150][480/627] lr: 2.235e-02, eta: 19:06:37, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6271, loss_cls: 2.8181, loss: 2.8181 2020-07-03 15:35:21,833 - mmaction - INFO - Epoch [150][500/627] lr: 2.235e-02, eta: 19:06:14, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5563, loss_cls: 3.0173, loss: 3.0173 2020-07-03 15:35:39,579 - mmaction - INFO - Epoch [150][520/627] lr: 2.235e-02, eta: 19:05:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5604, loss_cls: 3.0849, loss: 3.0849 2020-07-03 15:35:57,332 - mmaction - INFO - Epoch [150][540/627] lr: 2.235e-02, eta: 19:05:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6271, loss_cls: 2.8977, loss: 2.8977 2020-07-03 15:36:15,032 - mmaction - INFO - Epoch [150][560/627] lr: 2.235e-02, eta: 19:05:06, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6167, loss_cls: 2.8560, loss: 2.8560 2020-07-03 15:36:32,744 - mmaction - INFO - Epoch [150][580/627] lr: 2.235e-02, eta: 19:04:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5875, loss_cls: 2.9735, loss: 2.9735 2020-07-03 15:36:50,486 - mmaction - INFO - Epoch [150][600/627] lr: 2.235e-02, eta: 19:04:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5312, loss_cls: 3.1090, loss: 3.1090 2020-07-03 15:37:08,249 - mmaction - INFO - Epoch [150][620/627] lr: 2.235e-02, eta: 19:03:57, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5750, loss_cls: 3.0525, loss: 3.0525 2020-07-03 15:39:06,366 - mmaction - INFO - Epoch [151][20/627] lr: 2.200e-02, eta: 19:04:31, time: 5.556, data_time: 4.263, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5604, loss_cls: 3.0270, loss: 3.0270 2020-07-03 15:39:24,010 - mmaction - INFO - Epoch [151][40/627] lr: 2.200e-02, eta: 19:04:08, time: 0.883, data_time: 0.006, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5896, loss_cls: 2.9824, loss: 2.9824 2020-07-03 15:39:41,701 - mmaction - INFO - Epoch [151][60/627] lr: 2.200e-02, eta: 19:03:45, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.6104, loss_cls: 2.9783, loss: 2.9783 2020-07-03 15:39:59,354 - mmaction - INFO - Epoch [151][80/627] lr: 2.200e-02, eta: 19:03:23, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5625, loss_cls: 3.1264, loss: 3.1264 2020-07-03 15:40:19,321 - mmaction - INFO - Epoch [151][100/627] lr: 2.200e-02, eta: 19:03:01, time: 0.997, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5729, loss_cls: 3.0953, loss: 3.0953 2020-07-03 15:40:37,149 - mmaction - INFO - Epoch [151][120/627] lr: 2.200e-02, eta: 19:02:39, time: 0.892, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5708, loss_cls: 2.8892, loss: 2.8892 2020-07-03 15:40:54,875 - mmaction - INFO - Epoch [151][140/627] lr: 2.200e-02, eta: 19:02:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.6000, loss_cls: 2.9758, loss: 2.9758 2020-07-03 15:41:12,643 - mmaction - INFO - Epoch [151][160/627] lr: 2.200e-02, eta: 19:01:53, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6062, loss_cls: 2.8342, loss: 2.8342 2020-07-03 15:41:30,377 - mmaction - INFO - Epoch [151][180/627] lr: 2.200e-02, eta: 19:01:30, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5833, loss_cls: 3.1183, loss: 3.1183 2020-07-03 15:41:48,108 - mmaction - INFO - Epoch [151][200/627] lr: 2.200e-02, eta: 19:01:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6042, loss_cls: 2.8852, loss: 2.8852 2020-07-03 15:42:05,845 - mmaction - INFO - Epoch [151][220/627] lr: 2.200e-02, eta: 19:00:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5625, loss_cls: 3.1093, loss: 3.1093 2020-07-03 15:42:23,603 - mmaction - INFO - Epoch [151][240/627] lr: 2.200e-02, eta: 19:00:22, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6083, loss_cls: 2.9721, loss: 2.9721 2020-07-03 15:42:41,312 - mmaction - INFO - Epoch [151][260/627] lr: 2.200e-02, eta: 18:59:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6083, loss_cls: 2.8819, loss: 2.8819 2020-07-03 15:42:59,059 - mmaction - INFO - Epoch [151][280/627] lr: 2.200e-02, eta: 18:59:36, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5938, loss_cls: 2.9967, loss: 2.9967 2020-07-03 15:43:16,752 - mmaction - INFO - Epoch [151][300/627] lr: 2.200e-02, eta: 18:59:13, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5750, loss_cls: 2.9804, loss: 2.9804 2020-07-03 15:43:34,448 - mmaction - INFO - Epoch [151][320/627] lr: 2.200e-02, eta: 18:58:50, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6292, loss_cls: 2.7279, loss: 2.7279 2020-07-03 15:43:52,161 - mmaction - INFO - Epoch [151][340/627] lr: 2.200e-02, eta: 18:58:27, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6104, loss_cls: 2.8904, loss: 2.8904 2020-07-03 15:44:09,876 - mmaction - INFO - Epoch [151][360/627] lr: 2.200e-02, eta: 18:58:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5875, loss_cls: 3.0151, loss: 3.0151 2020-07-03 15:44:27,624 - mmaction - INFO - Epoch [151][380/627] lr: 2.200e-02, eta: 18:57:42, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5896, loss_cls: 3.0176, loss: 3.0176 2020-07-03 15:44:45,336 - mmaction - INFO - Epoch [151][400/627] lr: 2.200e-02, eta: 18:57:19, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5854, loss_cls: 2.9864, loss: 2.9864 2020-07-03 15:45:03,148 - mmaction - INFO - Epoch [151][420/627] lr: 2.200e-02, eta: 18:56:56, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5688, loss_cls: 3.0394, loss: 3.0394 2020-07-03 15:45:20,825 - mmaction - INFO - Epoch [151][440/627] lr: 2.200e-02, eta: 18:56:33, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9983, loss: 2.9983 2020-07-03 15:45:38,537 - mmaction - INFO - Epoch [151][460/627] lr: 2.200e-02, eta: 18:56:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.5979, loss_cls: 2.9335, loss: 2.9335 2020-07-03 15:45:56,323 - mmaction - INFO - Epoch [151][480/627] lr: 2.200e-02, eta: 18:55:48, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9092, loss: 2.9092 2020-07-03 15:46:14,102 - mmaction - INFO - Epoch [151][500/627] lr: 2.200e-02, eta: 18:55:25, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6021, loss_cls: 2.8639, loss: 2.8639 2020-07-03 15:46:31,829 - mmaction - INFO - Epoch [151][520/627] lr: 2.200e-02, eta: 18:55:02, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5729, loss_cls: 2.9699, loss: 2.9699 2020-07-03 15:46:49,565 - mmaction - INFO - Epoch [151][540/627] lr: 2.200e-02, eta: 18:54:39, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5604, loss_cls: 3.0750, loss: 3.0750 2020-07-03 15:47:07,300 - mmaction - INFO - Epoch [151][560/627] lr: 2.200e-02, eta: 18:54:16, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5729, loss_cls: 3.0460, loss: 3.0460 2020-07-03 15:47:24,990 - mmaction - INFO - Epoch [151][580/627] lr: 2.200e-02, eta: 18:53:54, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9170, loss: 2.9170 2020-07-03 15:47:42,735 - mmaction - INFO - Epoch [151][600/627] lr: 2.200e-02, eta: 18:53:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6042, loss_cls: 2.9975, loss: 2.9975 2020-07-03 15:48:00,463 - mmaction - INFO - Epoch [151][620/627] lr: 2.200e-02, eta: 18:53:08, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5708, loss_cls: 3.0112, loss: 3.0112 2020-07-03 15:50:23,621 - mmaction - INFO - Epoch [152][20/627] lr: 2.164e-02, eta: 18:53:59, time: 6.746, data_time: 4.368, memory: 8451, top1_acc: 0.3958, top5_acc: 0.5938, loss_cls: 2.8387, loss: 2.8387 2020-07-03 15:50:41,355 - mmaction - INFO - Epoch [152][40/627] lr: 2.164e-02, eta: 18:53:36, time: 0.894, data_time: 0.018, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6083, loss_cls: 2.8617, loss: 2.8617 2020-07-03 15:51:00,001 - mmaction - INFO - Epoch [152][60/627] lr: 2.164e-02, eta: 18:53:14, time: 0.932, data_time: 0.052, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5979, loss_cls: 2.8957, loss: 2.8957 2020-07-03 15:51:17,660 - mmaction - INFO - Epoch [152][80/627] lr: 2.164e-02, eta: 18:52:51, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5833, loss_cls: 2.8909, loss: 2.8909 2020-07-03 15:51:35,399 - mmaction - INFO - Epoch [152][100/627] lr: 2.164e-02, eta: 18:52:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6333, loss_cls: 2.8849, loss: 2.8849 2020-07-03 15:51:53,073 - mmaction - INFO - Epoch [152][120/627] lr: 2.164e-02, eta: 18:52:05, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5646, loss_cls: 3.0059, loss: 3.0059 2020-07-03 15:52:10,761 - mmaction - INFO - Epoch [152][140/627] lr: 2.164e-02, eta: 18:51:42, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6021, loss_cls: 2.9645, loss: 2.9645 2020-07-03 15:52:28,469 - mmaction - INFO - Epoch [152][160/627] lr: 2.164e-02, eta: 18:51:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5792, loss_cls: 3.0127, loss: 3.0127 2020-07-03 15:52:46,163 - mmaction - INFO - Epoch [152][180/627] lr: 2.164e-02, eta: 18:50:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.6083, loss_cls: 2.9027, loss: 2.9027 2020-07-03 15:53:03,913 - mmaction - INFO - Epoch [152][200/627] lr: 2.164e-02, eta: 18:50:34, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5979, loss_cls: 2.9227, loss: 2.9227 2020-07-03 15:53:21,640 - mmaction - INFO - Epoch [152][220/627] lr: 2.164e-02, eta: 18:50:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5917, loss_cls: 2.9491, loss: 2.9491 2020-07-03 15:53:39,385 - mmaction - INFO - Epoch [152][240/627] lr: 2.164e-02, eta: 18:49:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6250, loss_cls: 2.7763, loss: 2.7763 2020-07-03 15:53:57,150 - mmaction - INFO - Epoch [152][260/627] lr: 2.164e-02, eta: 18:49:25, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5708, loss_cls: 2.9896, loss: 2.9896 2020-07-03 15:54:14,866 - mmaction - INFO - Epoch [152][280/627] lr: 2.164e-02, eta: 18:49:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5896, loss_cls: 2.9787, loss: 2.9787 2020-07-03 15:54:32,598 - mmaction - INFO - Epoch [152][300/627] lr: 2.164e-02, eta: 18:48:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5812, loss_cls: 3.0088, loss: 3.0088 2020-07-03 15:54:50,345 - mmaction - INFO - Epoch [152][320/627] lr: 2.164e-02, eta: 18:48:17, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5708, loss_cls: 2.9136, loss: 2.9136 2020-07-03 15:55:08,096 - mmaction - INFO - Epoch [152][340/627] lr: 2.164e-02, eta: 18:47:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5625, loss_cls: 3.0584, loss: 3.0584 2020-07-03 15:55:25,762 - mmaction - INFO - Epoch [152][360/627] lr: 2.164e-02, eta: 18:47:31, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5688, loss_cls: 3.0743, loss: 3.0743 2020-07-03 15:55:43,473 - mmaction - INFO - Epoch [152][380/627] lr: 2.164e-02, eta: 18:47:09, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5896, loss_cls: 2.9913, loss: 2.9913 2020-07-03 15:56:01,206 - mmaction - INFO - Epoch [152][400/627] lr: 2.164e-02, eta: 18:46:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6521, loss_cls: 2.7143, loss: 2.7143 2020-07-03 15:56:18,946 - mmaction - INFO - Epoch [152][420/627] lr: 2.164e-02, eta: 18:46:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6021, loss_cls: 2.8403, loss: 2.8403 2020-07-03 15:56:36,646 - mmaction - INFO - Epoch [152][440/627] lr: 2.164e-02, eta: 18:46:00, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3208, top5_acc: 0.5542, loss_cls: 3.0915, loss: 3.0915 2020-07-03 15:56:54,367 - mmaction - INFO - Epoch [152][460/627] lr: 2.164e-02, eta: 18:45:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5813, loss_cls: 3.0231, loss: 3.0231 2020-07-03 15:57:12,098 - mmaction - INFO - Epoch [152][480/627] lr: 2.164e-02, eta: 18:45:15, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5896, loss_cls: 2.9482, loss: 2.9482 2020-07-03 15:57:30,832 - mmaction - INFO - Epoch [152][500/627] lr: 2.164e-02, eta: 18:44:53, time: 0.936, data_time: 0.053, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6125, loss_cls: 2.8803, loss: 2.8803 2020-07-03 15:57:48,561 - mmaction - INFO - Epoch [152][520/627] lr: 2.164e-02, eta: 18:44:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5333, loss_cls: 3.1393, loss: 3.1393 2020-07-03 15:58:06,292 - mmaction - INFO - Epoch [152][540/627] lr: 2.164e-02, eta: 18:44:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5500, loss_cls: 3.1598, loss: 3.1598 2020-07-03 15:58:23,978 - mmaction - INFO - Epoch [152][560/627] lr: 2.164e-02, eta: 18:43:44, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5854, loss_cls: 2.9678, loss: 2.9678 2020-07-03 15:58:41,705 - mmaction - INFO - Epoch [152][580/627] lr: 2.164e-02, eta: 18:43:21, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5854, loss_cls: 2.9795, loss: 2.9795 2020-07-03 15:58:59,475 - mmaction - INFO - Epoch [152][600/627] lr: 2.164e-02, eta: 18:42:59, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5854, loss_cls: 3.0320, loss: 3.0320 2020-07-03 15:59:17,170 - mmaction - INFO - Epoch [152][620/627] lr: 2.164e-02, eta: 18:42:36, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3687, top5_acc: 0.5979, loss_cls: 2.9415, loss: 2.9415 2020-07-03 15:59:26,162 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-07-03 16:01:51,847 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 16:01:52,801 - mmaction - INFO - top1_acc 0.4203 top5_acc 0.6630 2020-07-03 16:01:52,802 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 16:01:52,884 - mmaction - INFO - mean_acc 0.4201 2020-07-03 16:01:52,892 - mmaction - INFO - Epoch [152][627/627] lr: 2.164e-02, top1_acc: 0.4203, top5_acc: 0.6630, mean_class_accuracy: 0.4201 2020-07-03 16:03:48,543 - mmaction - INFO - Epoch [153][20/627] lr: 2.129e-02, eta: 18:43:11, time: 5.779, data_time: 4.854, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5542, loss_cls: 3.0836, loss: 3.0836 2020-07-03 16:04:06,159 - mmaction - INFO - Epoch [153][40/627] lr: 2.129e-02, eta: 18:42:48, time: 0.881, data_time: 0.007, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6125, loss_cls: 2.8932, loss: 2.8932 2020-07-03 16:04:23,784 - mmaction - INFO - Epoch [153][60/627] lr: 2.129e-02, eta: 18:42:25, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5833, loss_cls: 3.0038, loss: 3.0038 2020-07-03 16:04:41,426 - mmaction - INFO - Epoch [153][80/627] lr: 2.129e-02, eta: 18:42:03, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5750, loss_cls: 2.9784, loss: 2.9784 2020-07-03 16:04:59,074 - mmaction - INFO - Epoch [153][100/627] lr: 2.129e-02, eta: 18:41:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5521, loss_cls: 3.0469, loss: 3.0469 2020-07-03 16:05:17,264 - mmaction - INFO - Epoch [153][120/627] lr: 2.129e-02, eta: 18:41:17, time: 0.909, data_time: 0.001, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5958, loss_cls: 2.9561, loss: 2.9561 2020-07-03 16:05:35,022 - mmaction - INFO - Epoch [153][140/627] lr: 2.129e-02, eta: 18:40:55, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5771, loss_cls: 2.9958, loss: 2.9958 2020-07-03 16:05:52,675 - mmaction - INFO - Epoch [153][160/627] lr: 2.129e-02, eta: 18:40:32, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6208, loss_cls: 2.7940, loss: 2.7940 2020-07-03 16:06:10,391 - mmaction - INFO - Epoch [153][180/627] lr: 2.129e-02, eta: 18:40:09, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3687, top5_acc: 0.6313, loss_cls: 2.8022, loss: 2.8022 2020-07-03 16:06:28,077 - mmaction - INFO - Epoch [153][200/627] lr: 2.129e-02, eta: 18:39:46, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5938, loss_cls: 2.9165, loss: 2.9165 2020-07-03 16:06:45,779 - mmaction - INFO - Epoch [153][220/627] lr: 2.129e-02, eta: 18:39:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6021, loss_cls: 2.9714, loss: 2.9714 2020-07-03 16:07:03,511 - mmaction - INFO - Epoch [153][240/627] lr: 2.129e-02, eta: 18:39:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6062, loss_cls: 2.8369, loss: 2.8369 2020-07-03 16:07:21,185 - mmaction - INFO - Epoch [153][260/627] lr: 2.129e-02, eta: 18:38:38, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5833, loss_cls: 2.9260, loss: 2.9260 2020-07-03 16:07:38,882 - mmaction - INFO - Epoch [153][280/627] lr: 2.129e-02, eta: 18:38:15, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3687, top5_acc: 0.5958, loss_cls: 2.9139, loss: 2.9139 2020-07-03 16:07:56,613 - mmaction - INFO - Epoch [153][300/627] lr: 2.129e-02, eta: 18:37:52, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6021, loss_cls: 2.8650, loss: 2.8650 2020-07-03 16:08:14,276 - mmaction - INFO - Epoch [153][320/627] lr: 2.129e-02, eta: 18:37:29, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5771, loss_cls: 2.9726, loss: 2.9726 2020-07-03 16:08:32,018 - mmaction - INFO - Epoch [153][340/627] lr: 2.129e-02, eta: 18:37:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5687, loss_cls: 3.0021, loss: 3.0021 2020-07-03 16:08:49,732 - mmaction - INFO - Epoch [153][360/627] lr: 2.129e-02, eta: 18:36:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5875, loss_cls: 3.0642, loss: 3.0642 2020-07-03 16:09:07,441 - mmaction - INFO - Epoch [153][380/627] lr: 2.129e-02, eta: 18:36:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6021, loss_cls: 2.9320, loss: 2.9320 2020-07-03 16:09:25,188 - mmaction - INFO - Epoch [153][400/627] lr: 2.129e-02, eta: 18:35:58, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5667, loss_cls: 3.1698, loss: 3.1698 2020-07-03 16:09:42,857 - mmaction - INFO - Epoch [153][420/627] lr: 2.129e-02, eta: 18:35:35, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6396, loss_cls: 2.7497, loss: 2.7497 2020-07-03 16:10:00,604 - mmaction - INFO - Epoch [153][440/627] lr: 2.129e-02, eta: 18:35:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5854, loss_cls: 2.9488, loss: 2.9488 2020-07-03 16:10:18,317 - mmaction - INFO - Epoch [153][460/627] lr: 2.129e-02, eta: 18:34:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6042, loss_cls: 3.0054, loss: 3.0054 2020-07-03 16:10:36,052 - mmaction - INFO - Epoch [153][480/627] lr: 2.129e-02, eta: 18:34:27, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6146, loss_cls: 2.8428, loss: 2.8428 2020-07-03 16:10:53,844 - mmaction - INFO - Epoch [153][500/627] lr: 2.129e-02, eta: 18:34:04, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5958, loss_cls: 2.8989, loss: 2.8989 2020-07-03 16:11:11,512 - mmaction - INFO - Epoch [153][520/627] lr: 2.129e-02, eta: 18:33:42, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6042, loss_cls: 2.8446, loss: 2.8446 2020-07-03 16:11:29,248 - mmaction - INFO - Epoch [153][540/627] lr: 2.129e-02, eta: 18:33:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3188, top5_acc: 0.5333, loss_cls: 3.1076, loss: 3.1076 2020-07-03 16:11:46,941 - mmaction - INFO - Epoch [153][560/627] lr: 2.129e-02, eta: 18:32:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8199, loss: 2.8199 2020-07-03 16:12:04,668 - mmaction - INFO - Epoch [153][580/627] lr: 2.129e-02, eta: 18:32:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6063, loss_cls: 2.8762, loss: 2.8762 2020-07-03 16:12:22,397 - mmaction - INFO - Epoch [153][600/627] lr: 2.129e-02, eta: 18:32:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6208, loss_cls: 2.8753, loss: 2.8753 2020-07-03 16:12:40,117 - mmaction - INFO - Epoch [153][620/627] lr: 2.129e-02, eta: 18:31:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5667, loss_cls: 3.0435, loss: 3.0435 2020-07-03 16:14:41,369 - mmaction - INFO - Epoch [154][20/627] lr: 2.094e-02, eta: 18:32:20, time: 5.612, data_time: 4.706, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.9610, loss: 2.9610 2020-07-03 16:14:58,974 - mmaction - INFO - Epoch [154][40/627] lr: 2.094e-02, eta: 18:31:57, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6042, loss_cls: 2.8408, loss: 2.8408 2020-07-03 16:15:16,891 - mmaction - INFO - Epoch [154][60/627] lr: 2.094e-02, eta: 18:31:34, time: 0.896, data_time: 0.001, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6146, loss_cls: 2.8643, loss: 2.8643 2020-07-03 16:15:34,592 - mmaction - INFO - Epoch [154][80/627] lr: 2.094e-02, eta: 18:31:12, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6125, loss_cls: 2.9746, loss: 2.9746 2020-07-03 16:15:52,265 - mmaction - INFO - Epoch [154][100/627] lr: 2.094e-02, eta: 18:30:49, time: 0.884, data_time: 0.005, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5875, loss_cls: 2.8696, loss: 2.8696 2020-07-03 16:16:09,941 - mmaction - INFO - Epoch [154][120/627] lr: 2.094e-02, eta: 18:30:26, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5854, loss_cls: 2.9757, loss: 2.9757 2020-07-03 16:16:27,625 - mmaction - INFO - Epoch [154][140/627] lr: 2.094e-02, eta: 18:30:03, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5646, loss_cls: 2.9769, loss: 2.9769 2020-07-03 16:16:45,377 - mmaction - INFO - Epoch [154][160/627] lr: 2.094e-02, eta: 18:29:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6146, loss_cls: 2.7500, loss: 2.7500 2020-07-03 16:17:03,057 - mmaction - INFO - Epoch [154][180/627] lr: 2.094e-02, eta: 18:29:18, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5646, loss_cls: 3.0369, loss: 3.0369 2020-07-03 16:17:20,812 - mmaction - INFO - Epoch [154][200/627] lr: 2.094e-02, eta: 18:28:55, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5792, loss_cls: 2.8894, loss: 2.8894 2020-07-03 16:17:38,508 - mmaction - INFO - Epoch [154][220/627] lr: 2.094e-02, eta: 18:28:32, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5958, loss_cls: 3.0003, loss: 3.0003 2020-07-03 16:17:56,205 - mmaction - INFO - Epoch [154][240/627] lr: 2.094e-02, eta: 18:28:09, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5917, loss_cls: 2.9472, loss: 2.9472 2020-07-03 16:18:13,930 - mmaction - INFO - Epoch [154][260/627] lr: 2.094e-02, eta: 18:27:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9762, loss: 2.9762 2020-07-03 16:18:31,596 - mmaction - INFO - Epoch [154][280/627] lr: 2.094e-02, eta: 18:27:24, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6271, loss_cls: 2.8433, loss: 2.8433 2020-07-03 16:18:49,274 - mmaction - INFO - Epoch [154][300/627] lr: 2.094e-02, eta: 18:27:01, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3292, top5_acc: 0.5583, loss_cls: 3.1648, loss: 3.1648 2020-07-03 16:19:06,978 - mmaction - INFO - Epoch [154][320/627] lr: 2.094e-02, eta: 18:26:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6542, loss_cls: 2.6577, loss: 2.6577 2020-07-03 16:19:24,710 - mmaction - INFO - Epoch [154][340/627] lr: 2.094e-02, eta: 18:26:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5958, loss_cls: 2.9009, loss: 2.9009 2020-07-03 16:19:42,403 - mmaction - INFO - Epoch [154][360/627] lr: 2.094e-02, eta: 18:25:53, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5979, loss_cls: 2.9787, loss: 2.9787 2020-07-03 16:20:00,107 - mmaction - INFO - Epoch [154][380/627] lr: 2.094e-02, eta: 18:25:30, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5437, loss_cls: 3.2433, loss: 3.2433 2020-07-03 16:20:17,858 - mmaction - INFO - Epoch [154][400/627] lr: 2.094e-02, eta: 18:25:07, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5813, loss_cls: 2.9980, loss: 2.9980 2020-07-03 16:20:35,613 - mmaction - INFO - Epoch [154][420/627] lr: 2.094e-02, eta: 18:24:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5667, loss_cls: 3.0272, loss: 3.0272 2020-07-03 16:20:53,283 - mmaction - INFO - Epoch [154][440/627] lr: 2.094e-02, eta: 18:24:22, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5625, loss_cls: 3.0133, loss: 3.0133 2020-07-03 16:21:11,052 - mmaction - INFO - Epoch [154][460/627] lr: 2.094e-02, eta: 18:23:59, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6146, loss_cls: 2.8918, loss: 2.8918 2020-07-03 16:21:28,775 - mmaction - INFO - Epoch [154][480/627] lr: 2.094e-02, eta: 18:23:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5979, loss_cls: 2.9334, loss: 2.9334 2020-07-03 16:21:46,473 - mmaction - INFO - Epoch [154][500/627] lr: 2.094e-02, eta: 18:23:14, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6104, loss_cls: 2.8127, loss: 2.8127 2020-07-03 16:22:04,242 - mmaction - INFO - Epoch [154][520/627] lr: 2.094e-02, eta: 18:22:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5708, loss_cls: 3.0567, loss: 3.0567 2020-07-03 16:22:21,959 - mmaction - INFO - Epoch [154][540/627] lr: 2.094e-02, eta: 18:22:28, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5833, loss_cls: 3.0220, loss: 3.0220 2020-07-03 16:22:39,688 - mmaction - INFO - Epoch [154][560/627] lr: 2.094e-02, eta: 18:22:06, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5792, loss_cls: 2.9838, loss: 2.9838 2020-07-03 16:22:57,437 - mmaction - INFO - Epoch [154][580/627] lr: 2.094e-02, eta: 18:21:43, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6354, loss_cls: 2.8167, loss: 2.8167 2020-07-03 16:23:15,178 - mmaction - INFO - Epoch [154][600/627] lr: 2.094e-02, eta: 18:21:20, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5896, loss_cls: 2.9794, loss: 2.9794 2020-07-03 16:23:32,881 - mmaction - INFO - Epoch [154][620/627] lr: 2.094e-02, eta: 18:20:58, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9330, loss: 2.9330 2020-07-03 16:25:19,659 - mmaction - INFO - Epoch [155][20/627] lr: 2.059e-02, eta: 18:21:20, time: 4.966, data_time: 4.046, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6083, loss_cls: 2.9544, loss: 2.9544 2020-07-03 16:25:38,791 - mmaction - INFO - Epoch [155][40/627] lr: 2.059e-02, eta: 18:20:58, time: 0.956, data_time: 0.061, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5750, loss_cls: 3.0174, loss: 3.0174 2020-07-03 16:25:56,457 - mmaction - INFO - Epoch [155][60/627] lr: 2.059e-02, eta: 18:20:35, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6271, loss_cls: 2.8804, loss: 2.8804 2020-07-03 16:26:14,108 - mmaction - INFO - Epoch [155][80/627] lr: 2.059e-02, eta: 18:20:12, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5813, loss_cls: 3.0718, loss: 3.0718 2020-07-03 16:26:31,795 - mmaction - INFO - Epoch [155][100/627] lr: 2.059e-02, eta: 18:19:50, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5708, loss_cls: 3.0041, loss: 3.0041 2020-07-03 16:26:49,511 - mmaction - INFO - Epoch [155][120/627] lr: 2.059e-02, eta: 18:19:27, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6104, loss_cls: 2.8535, loss: 2.8535 2020-07-03 16:27:07,225 - mmaction - INFO - Epoch [155][140/627] lr: 2.059e-02, eta: 18:19:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5958, loss_cls: 3.0133, loss: 3.0133 2020-07-03 16:27:24,974 - mmaction - INFO - Epoch [155][160/627] lr: 2.059e-02, eta: 18:18:41, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5958, loss_cls: 2.9402, loss: 2.9402 2020-07-03 16:27:42,716 - mmaction - INFO - Epoch [155][180/627] lr: 2.059e-02, eta: 18:18:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6208, loss_cls: 2.9242, loss: 2.9242 2020-07-03 16:28:00,393 - mmaction - INFO - Epoch [155][200/627] lr: 2.059e-02, eta: 18:17:56, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5542, loss_cls: 3.0735, loss: 3.0735 2020-07-03 16:28:18,075 - mmaction - INFO - Epoch [155][220/627] lr: 2.059e-02, eta: 18:17:33, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6062, loss_cls: 2.9234, loss: 2.9234 2020-07-03 16:28:35,776 - mmaction - INFO - Epoch [155][240/627] lr: 2.059e-02, eta: 18:17:11, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.5958, loss_cls: 2.9200, loss: 2.9200 2020-07-03 16:28:53,503 - mmaction - INFO - Epoch [155][260/627] lr: 2.059e-02, eta: 18:16:48, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5771, loss_cls: 3.0945, loss: 3.0945 2020-07-03 16:29:11,240 - mmaction - INFO - Epoch [155][280/627] lr: 2.059e-02, eta: 18:16:25, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6042, loss_cls: 2.9209, loss: 2.9209 2020-07-03 16:29:28,899 - mmaction - INFO - Epoch [155][300/627] lr: 2.059e-02, eta: 18:16:02, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6187, loss_cls: 2.8663, loss: 2.8663 2020-07-03 16:29:46,653 - mmaction - INFO - Epoch [155][320/627] lr: 2.059e-02, eta: 18:15:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6083, loss_cls: 2.9146, loss: 2.9146 2020-07-03 16:30:04,460 - mmaction - INFO - Epoch [155][340/627] lr: 2.059e-02, eta: 18:15:17, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5792, loss_cls: 3.0114, loss: 3.0114 2020-07-03 16:30:22,167 - mmaction - INFO - Epoch [155][360/627] lr: 2.059e-02, eta: 18:14:54, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5479, loss_cls: 3.0214, loss: 3.0214 2020-07-03 16:30:39,858 - mmaction - INFO - Epoch [155][380/627] lr: 2.059e-02, eta: 18:14:32, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6104, loss_cls: 2.8978, loss: 2.8978 2020-07-03 16:30:57,578 - mmaction - INFO - Epoch [155][400/627] lr: 2.059e-02, eta: 18:14:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5958, loss_cls: 2.8717, loss: 2.8717 2020-07-03 16:31:15,318 - mmaction - INFO - Epoch [155][420/627] lr: 2.059e-02, eta: 18:13:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5792, loss_cls: 3.0076, loss: 3.0076 2020-07-03 16:31:33,064 - mmaction - INFO - Epoch [155][440/627] lr: 2.059e-02, eta: 18:13:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5979, loss_cls: 2.9423, loss: 2.9423 2020-07-03 16:31:50,816 - mmaction - INFO - Epoch [155][460/627] lr: 2.059e-02, eta: 18:13:01, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6125, loss_cls: 2.8286, loss: 2.8286 2020-07-03 16:32:09,275 - mmaction - INFO - Epoch [155][480/627] lr: 2.059e-02, eta: 18:12:38, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6125, loss_cls: 2.8515, loss: 2.8515 2020-07-03 16:32:27,654 - mmaction - INFO - Epoch [155][500/627] lr: 2.059e-02, eta: 18:12:17, time: 0.953, data_time: 0.071, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5875, loss_cls: 2.9727, loss: 2.9727 2020-07-03 16:32:45,376 - mmaction - INFO - Epoch [155][520/627] lr: 2.059e-02, eta: 18:11:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0809, loss: 3.0809 2020-07-03 16:33:03,097 - mmaction - INFO - Epoch [155][540/627] lr: 2.059e-02, eta: 18:11:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6125, loss_cls: 2.8143, loss: 2.8143 2020-07-03 16:33:20,816 - mmaction - INFO - Epoch [155][560/627] lr: 2.059e-02, eta: 18:11:09, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5917, loss_cls: 3.1038, loss: 3.1038 2020-07-03 16:33:38,560 - mmaction - INFO - Epoch [155][580/627] lr: 2.059e-02, eta: 18:10:46, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5875, loss_cls: 3.0512, loss: 3.0512 2020-07-03 16:33:56,265 - mmaction - INFO - Epoch [155][600/627] lr: 2.059e-02, eta: 18:10:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5708, loss_cls: 3.0092, loss: 3.0092 2020-07-03 16:34:14,005 - mmaction - INFO - Epoch [155][620/627] lr: 2.059e-02, eta: 18:10:01, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5521, loss_cls: 3.0415, loss: 3.0415 2020-07-03 16:36:05,201 - mmaction - INFO - Epoch [156][20/627] lr: 2.024e-02, eta: 18:10:24, time: 5.167, data_time: 4.041, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5396, loss_cls: 3.1351, loss: 3.1351 2020-07-03 16:36:22,817 - mmaction - INFO - Epoch [156][40/627] lr: 2.024e-02, eta: 18:10:02, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5813, loss_cls: 3.0100, loss: 3.0100 2020-07-03 16:36:40,457 - mmaction - INFO - Epoch [156][60/627] lr: 2.024e-02, eta: 18:09:39, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5958, loss_cls: 2.9421, loss: 2.9421 2020-07-03 16:36:58,107 - mmaction - INFO - Epoch [156][80/627] lr: 2.024e-02, eta: 18:09:16, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6271, loss_cls: 2.8125, loss: 2.8125 2020-07-03 16:37:16,129 - mmaction - INFO - Epoch [156][100/627] lr: 2.024e-02, eta: 18:08:54, time: 0.897, data_time: 0.015, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5604, loss_cls: 3.1573, loss: 3.1573 2020-07-03 16:37:34,545 - mmaction - INFO - Epoch [156][120/627] lr: 2.024e-02, eta: 18:08:32, time: 0.925, data_time: 0.042, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6167, loss_cls: 2.8510, loss: 2.8510 2020-07-03 16:37:52,219 - mmaction - INFO - Epoch [156][140/627] lr: 2.024e-02, eta: 18:08:09, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5646, loss_cls: 3.1057, loss: 3.1057 2020-07-03 16:38:10,063 - mmaction - INFO - Epoch [156][160/627] lr: 2.024e-02, eta: 18:07:46, time: 0.891, data_time: 0.010, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6167, loss_cls: 2.8015, loss: 2.8015 2020-07-03 16:38:27,762 - mmaction - INFO - Epoch [156][180/627] lr: 2.024e-02, eta: 18:07:24, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5646, loss_cls: 3.0739, loss: 3.0739 2020-07-03 16:38:45,461 - mmaction - INFO - Epoch [156][200/627] lr: 2.024e-02, eta: 18:07:01, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6146, loss_cls: 2.8772, loss: 2.8772 2020-07-03 16:39:03,184 - mmaction - INFO - Epoch [156][220/627] lr: 2.024e-02, eta: 18:06:38, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5667, loss_cls: 3.1602, loss: 3.1602 2020-07-03 16:39:20,893 - mmaction - INFO - Epoch [156][240/627] lr: 2.024e-02, eta: 18:06:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5958, loss_cls: 2.9006, loss: 2.9006 2020-07-03 16:39:38,586 - mmaction - INFO - Epoch [156][260/627] lr: 2.024e-02, eta: 18:05:53, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5792, loss_cls: 2.9607, loss: 2.9607 2020-07-03 16:39:56,336 - mmaction - INFO - Epoch [156][280/627] lr: 2.024e-02, eta: 18:05:30, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5833, loss_cls: 2.9491, loss: 2.9491 2020-07-03 16:40:14,469 - mmaction - INFO - Epoch [156][300/627] lr: 2.024e-02, eta: 18:05:08, time: 0.905, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5813, loss_cls: 2.8703, loss: 2.8703 2020-07-03 16:40:32,197 - mmaction - INFO - Epoch [156][320/627] lr: 2.024e-02, eta: 18:04:45, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5792, loss_cls: 3.0680, loss: 3.0680 2020-07-03 16:40:49,938 - mmaction - INFO - Epoch [156][340/627] lr: 2.024e-02, eta: 18:04:22, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5521, loss_cls: 3.0389, loss: 3.0389 2020-07-03 16:41:07,688 - mmaction - INFO - Epoch [156][360/627] lr: 2.024e-02, eta: 18:04:00, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6458, loss_cls: 2.7054, loss: 2.7054 2020-07-03 16:41:25,410 - mmaction - INFO - Epoch [156][380/627] lr: 2.024e-02, eta: 18:03:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6167, loss_cls: 2.7619, loss: 2.7619 2020-07-03 16:41:43,107 - mmaction - INFO - Epoch [156][400/627] lr: 2.024e-02, eta: 18:03:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6042, loss_cls: 2.8045, loss: 2.8045 2020-07-03 16:42:00,829 - mmaction - INFO - Epoch [156][420/627] lr: 2.024e-02, eta: 18:02:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5688, loss_cls: 3.0811, loss: 3.0811 2020-07-03 16:42:18,535 - mmaction - INFO - Epoch [156][440/627] lr: 2.024e-02, eta: 18:02:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6167, loss_cls: 2.8848, loss: 2.8848 2020-07-03 16:42:36,272 - mmaction - INFO - Epoch [156][460/627] lr: 2.024e-02, eta: 18:02:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5917, loss_cls: 3.0589, loss: 3.0589 2020-07-03 16:42:54,000 - mmaction - INFO - Epoch [156][480/627] lr: 2.024e-02, eta: 18:01:44, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5979, loss_cls: 2.9662, loss: 2.9662 2020-07-03 16:43:11,695 - mmaction - INFO - Epoch [156][500/627] lr: 2.024e-02, eta: 18:01:21, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3521, top5_acc: 0.6063, loss_cls: 2.8840, loss: 2.8840 2020-07-03 16:43:29,507 - mmaction - INFO - Epoch [156][520/627] lr: 2.024e-02, eta: 18:00:59, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5833, loss_cls: 2.9279, loss: 2.9279 2020-07-03 16:43:47,194 - mmaction - INFO - Epoch [156][540/627] lr: 2.024e-02, eta: 18:00:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5667, loss_cls: 2.9694, loss: 2.9694 2020-07-03 16:44:04,972 - mmaction - INFO - Epoch [156][560/627] lr: 2.024e-02, eta: 18:00:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5875, loss_cls: 3.0502, loss: 3.0502 2020-07-03 16:44:22,716 - mmaction - INFO - Epoch [156][580/627] lr: 2.024e-02, eta: 17:59:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6000, loss_cls: 2.8462, loss: 2.8462 2020-07-03 16:44:40,481 - mmaction - INFO - Epoch [156][600/627] lr: 2.024e-02, eta: 17:59:28, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6146, loss_cls: 2.8327, loss: 2.8327 2020-07-03 16:44:58,178 - mmaction - INFO - Epoch [156][620/627] lr: 2.024e-02, eta: 17:59:06, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6271, loss_cls: 2.8056, loss: 2.8056 2020-07-03 16:46:50,917 - mmaction - INFO - Epoch [157][20/627] lr: 1.989e-02, eta: 17:59:30, time: 5.235, data_time: 4.308, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5937, loss_cls: 2.9593, loss: 2.9593 2020-07-03 16:47:08,559 - mmaction - INFO - Epoch [157][40/627] lr: 1.989e-02, eta: 17:59:07, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6271, loss_cls: 2.6913, loss: 2.6913 2020-07-03 16:47:26,199 - mmaction - INFO - Epoch [157][60/627] lr: 1.989e-02, eta: 17:58:44, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5583, loss_cls: 3.0718, loss: 3.0718 2020-07-03 16:47:43,885 - mmaction - INFO - Epoch [157][80/627] lr: 1.989e-02, eta: 17:58:21, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6146, loss_cls: 2.8805, loss: 2.8805 2020-07-03 16:48:01,557 - mmaction - INFO - Epoch [157][100/627] lr: 1.989e-02, eta: 17:57:59, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6313, loss_cls: 2.7003, loss: 2.7003 2020-07-03 16:48:19,288 - mmaction - INFO - Epoch [157][120/627] lr: 1.989e-02, eta: 17:57:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5583, loss_cls: 3.1712, loss: 3.1712 2020-07-03 16:48:36,935 - mmaction - INFO - Epoch [157][140/627] lr: 1.989e-02, eta: 17:57:13, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6000, loss_cls: 2.8756, loss: 2.8756 2020-07-03 16:48:54,652 - mmaction - INFO - Epoch [157][160/627] lr: 1.989e-02, eta: 17:56:51, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5521, loss_cls: 3.1535, loss: 3.1535 2020-07-03 16:49:12,392 - mmaction - INFO - Epoch [157][180/627] lr: 1.989e-02, eta: 17:56:28, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5854, loss_cls: 2.9377, loss: 2.9377 2020-07-03 16:49:30,115 - mmaction - INFO - Epoch [157][200/627] lr: 1.989e-02, eta: 17:56:06, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3042, top5_acc: 0.5354, loss_cls: 3.2845, loss: 3.2845 2020-07-03 16:49:47,855 - mmaction - INFO - Epoch [157][220/627] lr: 1.989e-02, eta: 17:55:43, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 2.9703, loss: 2.9703 2020-07-03 16:50:08,126 - mmaction - INFO - Epoch [157][240/627] lr: 1.989e-02, eta: 17:55:22, time: 1.005, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5875, loss_cls: 3.0298, loss: 3.0298 2020-07-03 16:50:25,808 - mmaction - INFO - Epoch [157][260/627] lr: 1.989e-02, eta: 17:54:59, time: 0.892, data_time: 0.012, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6083, loss_cls: 2.8920, loss: 2.8920 2020-07-03 16:50:43,561 - mmaction - INFO - Epoch [157][280/627] lr: 1.989e-02, eta: 17:54:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6062, loss_cls: 2.8570, loss: 2.8570 2020-07-03 16:51:01,311 - mmaction - INFO - Epoch [157][300/627] lr: 1.989e-02, eta: 17:54:14, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6333, loss_cls: 2.7817, loss: 2.7817 2020-07-03 16:51:19,035 - mmaction - INFO - Epoch [157][320/627] lr: 1.989e-02, eta: 17:53:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5729, loss_cls: 3.0399, loss: 3.0399 2020-07-03 16:51:36,800 - mmaction - INFO - Epoch [157][340/627] lr: 1.989e-02, eta: 17:53:29, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5604, loss_cls: 3.0929, loss: 3.0929 2020-07-03 16:51:54,514 - mmaction - INFO - Epoch [157][360/627] lr: 1.989e-02, eta: 17:53:06, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5688, loss_cls: 2.8909, loss: 2.8909 2020-07-03 16:52:12,269 - mmaction - INFO - Epoch [157][380/627] lr: 1.989e-02, eta: 17:52:44, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6208, loss_cls: 2.8699, loss: 2.8699 2020-07-03 16:52:29,970 - mmaction - INFO - Epoch [157][400/627] lr: 1.989e-02, eta: 17:52:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5958, loss_cls: 2.8773, loss: 2.8773 2020-07-03 16:52:47,696 - mmaction - INFO - Epoch [157][420/627] lr: 1.989e-02, eta: 17:51:58, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5708, loss_cls: 3.0465, loss: 3.0465 2020-07-03 16:53:05,361 - mmaction - INFO - Epoch [157][440/627] lr: 1.989e-02, eta: 17:51:36, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6271, loss_cls: 2.7024, loss: 2.7024 2020-07-03 16:53:23,151 - mmaction - INFO - Epoch [157][460/627] lr: 1.989e-02, eta: 17:51:13, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5688, loss_cls: 3.0910, loss: 3.0910 2020-07-03 16:53:40,859 - mmaction - INFO - Epoch [157][480/627] lr: 1.989e-02, eta: 17:50:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5750, loss_cls: 2.9715, loss: 2.9715 2020-07-03 16:53:58,578 - mmaction - INFO - Epoch [157][500/627] lr: 1.989e-02, eta: 17:50:28, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6104, loss_cls: 2.8977, loss: 2.8977 2020-07-03 16:54:16,217 - mmaction - INFO - Epoch [157][520/627] lr: 1.989e-02, eta: 17:50:05, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6250, loss_cls: 2.8214, loss: 2.8214 2020-07-03 16:54:33,949 - mmaction - INFO - Epoch [157][540/627] lr: 1.989e-02, eta: 17:49:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6104, loss_cls: 2.9372, loss: 2.9372 2020-07-03 16:54:51,701 - mmaction - INFO - Epoch [157][560/627] lr: 1.989e-02, eta: 17:49:20, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5750, loss_cls: 3.0358, loss: 3.0358 2020-07-03 16:55:09,451 - mmaction - INFO - Epoch [157][580/627] lr: 1.989e-02, eta: 17:48:58, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6125, loss_cls: 2.8835, loss: 2.8835 2020-07-03 16:55:27,097 - mmaction - INFO - Epoch [157][600/627] lr: 1.989e-02, eta: 17:48:35, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5625, loss_cls: 3.1030, loss: 3.1030 2020-07-03 16:55:44,798 - mmaction - INFO - Epoch [157][620/627] lr: 1.989e-02, eta: 17:48:12, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6062, loss_cls: 2.9032, loss: 2.9032 2020-07-03 16:57:47,513 - mmaction - INFO - Epoch [158][20/627] lr: 1.955e-02, eta: 17:48:41, time: 5.652, data_time: 4.751, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6021, loss_cls: 2.9414, loss: 2.9414 2020-07-03 16:58:05,163 - mmaction - INFO - Epoch [158][40/627] lr: 1.955e-02, eta: 17:48:18, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6104, loss_cls: 2.9501, loss: 2.9501 2020-07-03 16:58:22,801 - mmaction - INFO - Epoch [158][60/627] lr: 1.955e-02, eta: 17:47:56, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6208, loss_cls: 2.8869, loss: 2.8869 2020-07-03 16:58:40,429 - mmaction - INFO - Epoch [158][80/627] lr: 1.955e-02, eta: 17:47:33, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.6042, loss_cls: 2.8856, loss: 2.8856 2020-07-03 16:58:58,114 - mmaction - INFO - Epoch [158][100/627] lr: 1.955e-02, eta: 17:47:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6146, loss_cls: 2.7891, loss: 2.7891 2020-07-03 16:59:15,950 - mmaction - INFO - Epoch [158][120/627] lr: 1.955e-02, eta: 17:46:48, time: 0.891, data_time: 0.010, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5896, loss_cls: 3.0135, loss: 3.0135 2020-07-03 16:59:33,636 - mmaction - INFO - Epoch [158][140/627] lr: 1.955e-02, eta: 17:46:25, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5958, loss_cls: 2.9673, loss: 2.9673 2020-07-03 16:59:51,332 - mmaction - INFO - Epoch [158][160/627] lr: 1.955e-02, eta: 17:46:03, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5875, loss_cls: 2.9203, loss: 2.9203 2020-07-03 17:00:20,479 - mmaction - INFO - Epoch [158][180/627] lr: 1.955e-02, eta: 17:45:47, time: 1.450, data_time: 0.004, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6188, loss_cls: 2.7667, loss: 2.7667 2020-07-03 17:00:38,171 - mmaction - INFO - Epoch [158][200/627] lr: 1.955e-02, eta: 17:45:25, time: 0.891, data_time: 0.012, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5917, loss_cls: 3.0078, loss: 3.0078 2020-07-03 17:00:55,899 - mmaction - INFO - Epoch [158][220/627] lr: 1.955e-02, eta: 17:45:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6000, loss_cls: 2.9450, loss: 2.9450 2020-07-03 17:01:13,614 - mmaction - INFO - Epoch [158][240/627] lr: 1.955e-02, eta: 17:44:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6187, loss_cls: 2.8378, loss: 2.8378 2020-07-03 17:01:31,335 - mmaction - INFO - Epoch [158][260/627] lr: 1.955e-02, eta: 17:44:17, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5875, loss_cls: 2.9730, loss: 2.9730 2020-07-03 17:01:49,095 - mmaction - INFO - Epoch [158][280/627] lr: 1.955e-02, eta: 17:43:54, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5729, loss_cls: 3.0021, loss: 3.0021 2020-07-03 17:02:06,811 - mmaction - INFO - Epoch [158][300/627] lr: 1.955e-02, eta: 17:43:32, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5958, loss_cls: 2.8900, loss: 2.8900 2020-07-03 17:02:24,533 - mmaction - INFO - Epoch [158][320/627] lr: 1.955e-02, eta: 17:43:09, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6312, loss_cls: 2.7969, loss: 2.7969 2020-07-03 17:02:42,259 - mmaction - INFO - Epoch [158][340/627] lr: 1.955e-02, eta: 17:42:47, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5667, loss_cls: 2.9828, loss: 2.9828 2020-07-03 17:02:59,989 - mmaction - INFO - Epoch [158][360/627] lr: 1.955e-02, eta: 17:42:24, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3063, top5_acc: 0.5792, loss_cls: 3.1474, loss: 3.1474 2020-07-03 17:03:17,655 - mmaction - INFO - Epoch [158][380/627] lr: 1.955e-02, eta: 17:42:01, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3229, top5_acc: 0.5604, loss_cls: 3.1891, loss: 3.1891 2020-07-03 17:03:35,372 - mmaction - INFO - Epoch [158][400/627] lr: 1.955e-02, eta: 17:41:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5708, loss_cls: 3.0442, loss: 3.0442 2020-07-03 17:03:53,090 - mmaction - INFO - Epoch [158][420/627] lr: 1.955e-02, eta: 17:41:16, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5917, loss_cls: 2.8962, loss: 2.8962 2020-07-03 17:04:10,789 - mmaction - INFO - Epoch [158][440/627] lr: 1.955e-02, eta: 17:40:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5813, loss_cls: 2.9848, loss: 2.9848 2020-07-03 17:04:28,515 - mmaction - INFO - Epoch [158][460/627] lr: 1.955e-02, eta: 17:40:31, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6125, loss_cls: 2.8553, loss: 2.8553 2020-07-03 17:04:46,236 - mmaction - INFO - Epoch [158][480/627] lr: 1.955e-02, eta: 17:40:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5500, loss_cls: 3.0843, loss: 3.0843 2020-07-03 17:05:04,773 - mmaction - INFO - Epoch [158][500/627] lr: 1.955e-02, eta: 17:39:46, time: 0.927, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5625, loss_cls: 3.0948, loss: 3.0948 2020-07-03 17:05:22,470 - mmaction - INFO - Epoch [158][520/627] lr: 1.955e-02, eta: 17:39:24, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3313, top5_acc: 0.5667, loss_cls: 3.1220, loss: 3.1220 2020-07-03 17:05:40,183 - mmaction - INFO - Epoch [158][540/627] lr: 1.955e-02, eta: 17:39:01, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5646, loss_cls: 3.0748, loss: 3.0748 2020-07-03 17:05:57,963 - mmaction - INFO - Epoch [158][560/627] lr: 1.955e-02, eta: 17:38:39, time: 0.890, data_time: 0.009, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5792, loss_cls: 3.0129, loss: 3.0129 2020-07-03 17:06:15,708 - mmaction - INFO - Epoch [158][580/627] lr: 1.955e-02, eta: 17:38:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6146, loss_cls: 2.8917, loss: 2.8917 2020-07-03 17:06:34,214 - mmaction - INFO - Epoch [158][600/627] lr: 1.955e-02, eta: 17:37:54, time: 0.926, data_time: 0.045, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6083, loss_cls: 2.9485, loss: 2.9485 2020-07-03 17:06:52,028 - mmaction - INFO - Epoch [158][620/627] lr: 1.955e-02, eta: 17:37:32, time: 0.889, data_time: 0.007, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6083, loss_cls: 2.8531, loss: 2.8531 2020-07-03 17:09:06,075 - mmaction - INFO - Epoch [159][20/627] lr: 1.920e-02, eta: 17:38:04, time: 6.038, data_time: 5.138, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6083, loss_cls: 2.9165, loss: 2.9165 2020-07-03 17:09:23,655 - mmaction - INFO - Epoch [159][40/627] lr: 1.920e-02, eta: 17:37:42, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6104, loss_cls: 2.8867, loss: 2.8867 2020-07-03 17:09:41,296 - mmaction - INFO - Epoch [159][60/627] lr: 1.920e-02, eta: 17:37:19, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6104, loss_cls: 2.8684, loss: 2.8684 2020-07-03 17:09:58,936 - mmaction - INFO - Epoch [159][80/627] lr: 1.920e-02, eta: 17:36:56, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5937, loss_cls: 2.9957, loss: 2.9957 2020-07-03 17:10:18,858 - mmaction - INFO - Epoch [159][100/627] lr: 1.920e-02, eta: 17:36:35, time: 0.997, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6042, loss_cls: 2.9316, loss: 2.9316 2020-07-03 17:10:36,633 - mmaction - INFO - Epoch [159][120/627] lr: 1.920e-02, eta: 17:36:13, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5583, loss_cls: 3.0922, loss: 3.0922 2020-07-03 17:10:54,415 - mmaction - INFO - Epoch [159][140/627] lr: 1.920e-02, eta: 17:35:50, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6104, loss_cls: 2.9832, loss: 2.9832 2020-07-03 17:11:12,178 - mmaction - INFO - Epoch [159][160/627] lr: 1.920e-02, eta: 17:35:28, time: 0.889, data_time: 0.008, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6208, loss_cls: 2.7601, loss: 2.7601 2020-07-03 17:11:29,899 - mmaction - INFO - Epoch [159][180/627] lr: 1.920e-02, eta: 17:35:05, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3437, top5_acc: 0.5792, loss_cls: 3.0845, loss: 3.0845 2020-07-03 17:11:47,590 - mmaction - INFO - Epoch [159][200/627] lr: 1.920e-02, eta: 17:34:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6083, loss_cls: 2.8429, loss: 2.8429 2020-07-03 17:12:05,591 - mmaction - INFO - Epoch [159][220/627] lr: 1.920e-02, eta: 17:34:20, time: 0.896, data_time: 0.013, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6104, loss_cls: 2.8447, loss: 2.8447 2020-07-03 17:12:23,524 - mmaction - INFO - Epoch [159][240/627] lr: 1.920e-02, eta: 17:33:58, time: 0.901, data_time: 0.015, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6167, loss_cls: 2.8102, loss: 2.8102 2020-07-03 17:12:41,298 - mmaction - INFO - Epoch [159][260/627] lr: 1.920e-02, eta: 17:33:35, time: 0.889, data_time: 0.005, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5979, loss_cls: 2.9831, loss: 2.9831 2020-07-03 17:12:58,992 - mmaction - INFO - Epoch [159][280/627] lr: 1.920e-02, eta: 17:33:12, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5958, loss_cls: 2.9449, loss: 2.9449 2020-07-03 17:13:16,739 - mmaction - INFO - Epoch [159][300/627] lr: 1.920e-02, eta: 17:32:50, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6021, loss_cls: 2.9289, loss: 2.9289 2020-07-03 17:13:34,466 - mmaction - INFO - Epoch [159][320/627] lr: 1.920e-02, eta: 17:32:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6271, loss_cls: 2.8190, loss: 2.8190 2020-07-03 17:13:52,201 - mmaction - INFO - Epoch [159][340/627] lr: 1.920e-02, eta: 17:32:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6021, loss_cls: 2.9225, loss: 2.9225 2020-07-03 17:14:09,936 - mmaction - INFO - Epoch [159][360/627] lr: 1.920e-02, eta: 17:31:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6250, loss_cls: 2.9176, loss: 2.9176 2020-07-03 17:14:27,666 - mmaction - INFO - Epoch [159][380/627] lr: 1.920e-02, eta: 17:31:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6396, loss_cls: 2.8384, loss: 2.8384 2020-07-03 17:14:45,396 - mmaction - INFO - Epoch [159][400/627] lr: 1.920e-02, eta: 17:30:57, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6021, loss_cls: 2.8662, loss: 2.8662 2020-07-03 17:15:03,173 - mmaction - INFO - Epoch [159][420/627] lr: 1.920e-02, eta: 17:30:35, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6042, loss_cls: 2.9127, loss: 2.9127 2020-07-03 17:15:20,868 - mmaction - INFO - Epoch [159][440/627] lr: 1.920e-02, eta: 17:30:12, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5812, loss_cls: 2.8569, loss: 2.8569 2020-07-03 17:15:38,575 - mmaction - INFO - Epoch [159][460/627] lr: 1.920e-02, eta: 17:29:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5938, loss_cls: 3.0253, loss: 3.0253 2020-07-03 17:15:56,284 - mmaction - INFO - Epoch [159][480/627] lr: 1.920e-02, eta: 17:29:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6021, loss_cls: 2.8519, loss: 2.8519 2020-07-03 17:16:13,993 - mmaction - INFO - Epoch [159][500/627] lr: 1.920e-02, eta: 17:29:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5854, loss_cls: 3.0424, loss: 3.0424 2020-07-03 17:16:31,704 - mmaction - INFO - Epoch [159][520/627] lr: 1.920e-02, eta: 17:28:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6167, loss_cls: 2.7658, loss: 2.7658 2020-07-03 17:16:49,429 - mmaction - INFO - Epoch [159][540/627] lr: 1.920e-02, eta: 17:28:19, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5833, loss_cls: 3.0355, loss: 3.0355 2020-07-03 17:17:07,177 - mmaction - INFO - Epoch [159][560/627] lr: 1.920e-02, eta: 17:27:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5917, loss_cls: 2.8872, loss: 2.8872 2020-07-03 17:17:24,905 - mmaction - INFO - Epoch [159][580/627] lr: 1.920e-02, eta: 17:27:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5562, loss_cls: 3.0469, loss: 3.0469 2020-07-03 17:17:42,640 - mmaction - INFO - Epoch [159][600/627] lr: 1.920e-02, eta: 17:27:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6104, loss_cls: 2.9290, loss: 2.9290 2020-07-03 17:18:00,336 - mmaction - INFO - Epoch [159][620/627] lr: 1.920e-02, eta: 17:26:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5813, loss_cls: 2.9816, loss: 2.9816 2020-07-03 17:19:51,241 - mmaction - INFO - Epoch [160][20/627] lr: 1.886e-02, eta: 17:27:09, time: 5.138, data_time: 4.229, memory: 8451, top1_acc: 0.3521, top5_acc: 0.6208, loss_cls: 2.8524, loss: 2.8524 2020-07-03 17:20:09,156 - mmaction - INFO - Epoch [160][40/627] lr: 1.886e-02, eta: 17:26:47, time: 0.896, data_time: 0.004, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5854, loss_cls: 2.9734, loss: 2.9734 2020-07-03 17:20:26,787 - mmaction - INFO - Epoch [160][60/627] lr: 1.886e-02, eta: 17:26:24, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5771, loss_cls: 3.0405, loss: 3.0405 2020-07-03 17:20:44,411 - mmaction - INFO - Epoch [160][80/627] lr: 1.886e-02, eta: 17:26:02, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6271, loss_cls: 2.8882, loss: 2.8882 2020-07-03 17:21:02,087 - mmaction - INFO - Epoch [160][100/627] lr: 1.886e-02, eta: 17:25:39, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6021, loss_cls: 2.7956, loss: 2.7956 2020-07-03 17:21:19,817 - mmaction - INFO - Epoch [160][120/627] lr: 1.886e-02, eta: 17:25:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6146, loss_cls: 2.8256, loss: 2.8256 2020-07-03 17:21:37,851 - mmaction - INFO - Epoch [160][140/627] lr: 1.886e-02, eta: 17:24:54, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 2.9594, loss: 2.9594 2020-07-03 17:21:56,741 - mmaction - INFO - Epoch [160][160/627] lr: 1.886e-02, eta: 17:24:32, time: 0.962, data_time: 0.078, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6312, loss_cls: 2.6959, loss: 2.6959 2020-07-03 17:22:14,380 - mmaction - INFO - Epoch [160][180/627] lr: 1.886e-02, eta: 17:24:10, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5875, loss_cls: 3.0149, loss: 3.0149 2020-07-03 17:22:32,088 - mmaction - INFO - Epoch [160][200/627] lr: 1.886e-02, eta: 17:23:47, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5729, loss_cls: 2.9999, loss: 2.9999 2020-07-03 17:22:49,823 - mmaction - INFO - Epoch [160][220/627] lr: 1.886e-02, eta: 17:23:25, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6271, loss_cls: 2.7084, loss: 2.7084 2020-07-03 17:23:07,545 - mmaction - INFO - Epoch [160][240/627] lr: 1.886e-02, eta: 17:23:02, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5833, loss_cls: 2.9013, loss: 2.9013 2020-07-03 17:23:25,252 - mmaction - INFO - Epoch [160][260/627] lr: 1.886e-02, eta: 17:22:40, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5833, loss_cls: 2.9494, loss: 2.9494 2020-07-03 17:23:42,938 - mmaction - INFO - Epoch [160][280/627] lr: 1.886e-02, eta: 17:22:17, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.5833, loss_cls: 2.8628, loss: 2.8628 2020-07-03 17:24:00,616 - mmaction - INFO - Epoch [160][300/627] lr: 1.886e-02, eta: 17:21:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6021, loss_cls: 2.9185, loss: 2.9185 2020-07-03 17:24:18,325 - mmaction - INFO - Epoch [160][320/627] lr: 1.886e-02, eta: 17:21:32, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5771, loss_cls: 2.9503, loss: 2.9503 2020-07-03 17:24:36,013 - mmaction - INFO - Epoch [160][340/627] lr: 1.886e-02, eta: 17:21:09, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6063, loss_cls: 2.9051, loss: 2.9051 2020-07-03 17:24:53,736 - mmaction - INFO - Epoch [160][360/627] lr: 1.886e-02, eta: 17:20:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5854, loss_cls: 3.0244, loss: 3.0244 2020-07-03 17:25:11,479 - mmaction - INFO - Epoch [160][380/627] lr: 1.886e-02, eta: 17:20:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6125, loss_cls: 2.8728, loss: 2.8728 2020-07-03 17:25:29,233 - mmaction - INFO - Epoch [160][400/627] lr: 1.886e-02, eta: 17:20:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3125, top5_acc: 0.5646, loss_cls: 3.0912, loss: 3.0912 2020-07-03 17:25:46,935 - mmaction - INFO - Epoch [160][420/627] lr: 1.886e-02, eta: 17:19:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4187, top5_acc: 0.5958, loss_cls: 2.8212, loss: 2.8212 2020-07-03 17:26:04,612 - mmaction - INFO - Epoch [160][440/627] lr: 1.886e-02, eta: 17:19:17, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6396, loss_cls: 2.7790, loss: 2.7790 2020-07-03 17:26:22,349 - mmaction - INFO - Epoch [160][460/627] lr: 1.886e-02, eta: 17:18:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6229, loss_cls: 2.8827, loss: 2.8827 2020-07-03 17:26:40,269 - mmaction - INFO - Epoch [160][480/627] lr: 1.886e-02, eta: 17:18:32, time: 0.894, data_time: 0.011, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6229, loss_cls: 2.7219, loss: 2.7219 2020-07-03 17:26:57,946 - mmaction - INFO - Epoch [160][500/627] lr: 1.886e-02, eta: 17:18:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5917, loss_cls: 2.9390, loss: 2.9390 2020-07-03 17:27:15,689 - mmaction - INFO - Epoch [160][520/627] lr: 1.886e-02, eta: 17:17:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6000, loss_cls: 2.8959, loss: 2.8959 2020-07-03 17:27:33,431 - mmaction - INFO - Epoch [160][540/627] lr: 1.886e-02, eta: 17:17:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6146, loss_cls: 2.8589, loss: 2.8589 2020-07-03 17:27:51,111 - mmaction - INFO - Epoch [160][560/627] lr: 1.886e-02, eta: 17:17:02, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.7807, loss: 2.7807 2020-07-03 17:28:08,851 - mmaction - INFO - Epoch [160][580/627] lr: 1.886e-02, eta: 17:16:39, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.8604, loss: 2.8604 2020-07-03 17:28:26,933 - mmaction - INFO - Epoch [160][600/627] lr: 1.886e-02, eta: 17:16:17, time: 0.898, data_time: 0.014, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6042, loss_cls: 2.9674, loss: 2.9674 2020-07-03 17:28:44,765 - mmaction - INFO - Epoch [160][620/627] lr: 1.886e-02, eta: 17:15:55, time: 0.899, data_time: 0.017, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6125, loss_cls: 2.7674, loss: 2.7674 2020-07-03 17:28:53,290 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-07-03 17:31:07,131 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 17:31:08,114 - mmaction - INFO - top1_acc 0.3904 top5_acc 0.6295 2020-07-03 17:31:08,114 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 17:31:08,216 - mmaction - INFO - mean_acc 0.3903 2020-07-03 17:31:08,223 - mmaction - INFO - Epoch [160][627/627] lr: 1.886e-02, top1_acc: 0.3904, top5_acc: 0.6295, mean_class_accuracy: 0.3903 2020-07-03 17:32:57,348 - mmaction - INFO - Epoch [161][20/627] lr: 1.852e-02, eta: 17:16:18, time: 5.455, data_time: 4.529, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5896, loss_cls: 2.9551, loss: 2.9551 2020-07-03 17:33:14,883 - mmaction - INFO - Epoch [161][40/627] lr: 1.852e-02, eta: 17:15:55, time: 0.877, data_time: 0.001, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5917, loss_cls: 2.8803, loss: 2.8803 2020-07-03 17:33:32,503 - mmaction - INFO - Epoch [161][60/627] lr: 1.852e-02, eta: 17:15:33, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5896, loss_cls: 2.9737, loss: 2.9737 2020-07-03 17:33:50,165 - mmaction - INFO - Epoch [161][80/627] lr: 1.852e-02, eta: 17:15:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6146, loss_cls: 2.8774, loss: 2.8774 2020-07-03 17:34:07,819 - mmaction - INFO - Epoch [161][100/627] lr: 1.852e-02, eta: 17:14:48, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6250, loss_cls: 2.7770, loss: 2.7770 2020-07-03 17:34:25,533 - mmaction - INFO - Epoch [161][120/627] lr: 1.852e-02, eta: 17:14:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5958, loss_cls: 2.8915, loss: 2.8915 2020-07-03 17:34:43,252 - mmaction - INFO - Epoch [161][140/627] lr: 1.852e-02, eta: 17:14:03, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8330, loss: 2.8330 2020-07-03 17:35:01,038 - mmaction - INFO - Epoch [161][160/627] lr: 1.852e-02, eta: 17:13:40, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6063, loss_cls: 2.8510, loss: 2.8510 2020-07-03 17:35:18,791 - mmaction - INFO - Epoch [161][180/627] lr: 1.852e-02, eta: 17:13:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6417, loss_cls: 2.7466, loss: 2.7466 2020-07-03 17:35:36,502 - mmaction - INFO - Epoch [161][200/627] lr: 1.852e-02, eta: 17:12:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5979, loss_cls: 2.8129, loss: 2.8129 2020-07-03 17:35:54,224 - mmaction - INFO - Epoch [161][220/627] lr: 1.852e-02, eta: 17:12:33, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6021, loss_cls: 2.9275, loss: 2.9275 2020-07-03 17:36:11,941 - mmaction - INFO - Epoch [161][240/627] lr: 1.852e-02, eta: 17:12:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6229, loss_cls: 2.8586, loss: 2.8586 2020-07-03 17:36:29,666 - mmaction - INFO - Epoch [161][260/627] lr: 1.852e-02, eta: 17:11:48, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6354, loss_cls: 2.7067, loss: 2.7067 2020-07-03 17:36:47,431 - mmaction - INFO - Epoch [161][280/627] lr: 1.852e-02, eta: 17:11:25, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5875, loss_cls: 3.0500, loss: 3.0500 2020-07-03 17:37:05,159 - mmaction - INFO - Epoch [161][300/627] lr: 1.852e-02, eta: 17:11:03, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5937, loss_cls: 2.8920, loss: 2.8920 2020-07-03 17:37:22,896 - mmaction - INFO - Epoch [161][320/627] lr: 1.852e-02, eta: 17:10:40, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5708, loss_cls: 2.9831, loss: 2.9831 2020-07-03 17:37:40,668 - mmaction - INFO - Epoch [161][340/627] lr: 1.852e-02, eta: 17:10:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6250, loss_cls: 2.6929, loss: 2.6929 2020-07-03 17:37:58,382 - mmaction - INFO - Epoch [161][360/627] lr: 1.852e-02, eta: 17:09:55, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5708, loss_cls: 3.0698, loss: 3.0698 2020-07-03 17:38:16,114 - mmaction - INFO - Epoch [161][380/627] lr: 1.852e-02, eta: 17:09:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6292, loss_cls: 2.7468, loss: 2.7468 2020-07-03 17:38:34,071 - mmaction - INFO - Epoch [161][400/627] lr: 1.852e-02, eta: 17:09:10, time: 0.899, data_time: 0.017, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5646, loss_cls: 2.9943, loss: 2.9943 2020-07-03 17:38:51,807 - mmaction - INFO - Epoch [161][420/627] lr: 1.852e-02, eta: 17:08:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5771, loss_cls: 2.9755, loss: 2.9755 2020-07-03 17:39:09,561 - mmaction - INFO - Epoch [161][440/627] lr: 1.852e-02, eta: 17:08:25, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6167, loss_cls: 2.8978, loss: 2.8978 2020-07-03 17:39:27,272 - mmaction - INFO - Epoch [161][460/627] lr: 1.852e-02, eta: 17:08:03, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6083, loss_cls: 2.9013, loss: 2.9013 2020-07-03 17:39:45,025 - mmaction - INFO - Epoch [161][480/627] lr: 1.852e-02, eta: 17:07:40, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5938, loss_cls: 2.8968, loss: 2.8968 2020-07-03 17:40:02,750 - mmaction - INFO - Epoch [161][500/627] lr: 1.852e-02, eta: 17:07:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6000, loss_cls: 2.9225, loss: 2.9225 2020-07-03 17:40:20,395 - mmaction - INFO - Epoch [161][520/627] lr: 1.852e-02, eta: 17:06:55, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5854, loss_cls: 2.9983, loss: 2.9983 2020-07-03 17:40:38,115 - mmaction - INFO - Epoch [161][540/627] lr: 1.852e-02, eta: 17:06:33, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6188, loss_cls: 2.7967, loss: 2.7967 2020-07-03 17:40:55,849 - mmaction - INFO - Epoch [161][560/627] lr: 1.852e-02, eta: 17:06:11, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9249, loss: 2.9249 2020-07-03 17:41:13,531 - mmaction - INFO - Epoch [161][580/627] lr: 1.852e-02, eta: 17:05:48, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3687, top5_acc: 0.5833, loss_cls: 2.9629, loss: 2.9629 2020-07-03 17:41:31,267 - mmaction - INFO - Epoch [161][600/627] lr: 1.852e-02, eta: 17:05:26, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6208, loss_cls: 2.8716, loss: 2.8716 2020-07-03 17:41:49,015 - mmaction - INFO - Epoch [161][620/627] lr: 1.852e-02, eta: 17:05:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6188, loss_cls: 2.9435, loss: 2.9435 2020-07-03 17:43:49,473 - mmaction - INFO - Epoch [162][20/627] lr: 1.818e-02, eta: 17:05:26, time: 5.522, data_time: 4.584, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5875, loss_cls: 2.9371, loss: 2.9371 2020-07-03 17:44:07,080 - mmaction - INFO - Epoch [162][40/627] lr: 1.818e-02, eta: 17:05:04, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5771, loss_cls: 2.8960, loss: 2.8960 2020-07-03 17:44:24,714 - mmaction - INFO - Epoch [162][60/627] lr: 1.818e-02, eta: 17:04:41, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5646, loss_cls: 3.0345, loss: 3.0345 2020-07-03 17:44:42,389 - mmaction - INFO - Epoch [162][80/627] lr: 1.818e-02, eta: 17:04:19, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5958, loss_cls: 2.9772, loss: 2.9772 2020-07-03 17:45:00,061 - mmaction - INFO - Epoch [162][100/627] lr: 1.818e-02, eta: 17:03:56, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6063, loss_cls: 2.8675, loss: 2.8675 2020-07-03 17:45:19,636 - mmaction - INFO - Epoch [162][120/627] lr: 1.818e-02, eta: 17:03:35, time: 0.978, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6146, loss_cls: 2.8669, loss: 2.8669 2020-07-03 17:45:37,376 - mmaction - INFO - Epoch [162][140/627] lr: 1.818e-02, eta: 17:03:13, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5771, loss_cls: 2.8857, loss: 2.8857 2020-07-03 17:45:55,122 - mmaction - INFO - Epoch [162][160/627] lr: 1.818e-02, eta: 17:02:50, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6042, loss_cls: 2.9000, loss: 2.9000 2020-07-03 17:46:12,847 - mmaction - INFO - Epoch [162][180/627] lr: 1.818e-02, eta: 17:02:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6188, loss_cls: 2.8384, loss: 2.8384 2020-07-03 17:46:30,609 - mmaction - INFO - Epoch [162][200/627] lr: 1.818e-02, eta: 17:02:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5771, loss_cls: 3.0223, loss: 3.0223 2020-07-03 17:46:48,395 - mmaction - INFO - Epoch [162][220/627] lr: 1.818e-02, eta: 17:01:43, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5854, loss_cls: 2.8935, loss: 2.8935 2020-07-03 17:47:06,149 - mmaction - INFO - Epoch [162][240/627] lr: 1.818e-02, eta: 17:01:20, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5854, loss_cls: 2.9427, loss: 2.9427 2020-07-03 17:47:23,864 - mmaction - INFO - Epoch [162][260/627] lr: 1.818e-02, eta: 17:00:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6292, loss_cls: 2.8490, loss: 2.8490 2020-07-03 17:47:41,586 - mmaction - INFO - Epoch [162][280/627] lr: 1.818e-02, eta: 17:00:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.6271, loss_cls: 2.8305, loss: 2.8305 2020-07-03 17:47:59,314 - mmaction - INFO - Epoch [162][300/627] lr: 1.818e-02, eta: 17:00:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5979, loss_cls: 2.9388, loss: 2.9388 2020-07-03 17:48:17,892 - mmaction - INFO - Epoch [162][320/627] lr: 1.818e-02, eta: 16:59:51, time: 0.908, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.5833, loss_cls: 2.8811, loss: 2.8811 2020-07-03 17:48:35,987 - mmaction - INFO - Epoch [162][340/627] lr: 1.818e-02, eta: 16:59:29, time: 0.925, data_time: 0.043, memory: 8451, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0151, loss: 3.0151 2020-07-03 17:48:53,731 - mmaction - INFO - Epoch [162][360/627] lr: 1.818e-02, eta: 16:59:06, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6146, loss_cls: 2.8626, loss: 2.8626 2020-07-03 17:49:11,429 - mmaction - INFO - Epoch [162][380/627] lr: 1.818e-02, eta: 16:58:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6229, loss_cls: 2.8941, loss: 2.8941 2020-07-03 17:49:29,149 - mmaction - INFO - Epoch [162][400/627] lr: 1.818e-02, eta: 16:58:21, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.6146, loss_cls: 2.8373, loss: 2.8373 2020-07-03 17:49:46,840 - mmaction - INFO - Epoch [162][420/627] lr: 1.818e-02, eta: 16:57:59, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6021, loss_cls: 2.8595, loss: 2.8595 2020-07-03 17:50:04,590 - mmaction - INFO - Epoch [162][440/627] lr: 1.818e-02, eta: 16:57:36, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6250, loss_cls: 2.8011, loss: 2.8011 2020-07-03 17:50:22,229 - mmaction - INFO - Epoch [162][460/627] lr: 1.818e-02, eta: 16:57:14, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3271, top5_acc: 0.5833, loss_cls: 3.0395, loss: 3.0395 2020-07-03 17:50:39,967 - mmaction - INFO - Epoch [162][480/627] lr: 1.818e-02, eta: 16:56:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3333, top5_acc: 0.5917, loss_cls: 3.1023, loss: 3.1023 2020-07-03 17:50:57,677 - mmaction - INFO - Epoch [162][500/627] lr: 1.818e-02, eta: 16:56:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6104, loss_cls: 2.9111, loss: 2.9111 2020-07-03 17:51:15,402 - mmaction - INFO - Epoch [162][520/627] lr: 1.818e-02, eta: 16:56:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6000, loss_cls: 2.9391, loss: 2.9391 2020-07-03 17:51:33,071 - mmaction - INFO - Epoch [162][540/627] lr: 1.818e-02, eta: 16:55:44, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6083, loss_cls: 2.7805, loss: 2.7805 2020-07-03 17:51:50,816 - mmaction - INFO - Epoch [162][560/627] lr: 1.818e-02, eta: 16:55:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.5813, loss_cls: 2.8978, loss: 2.8978 2020-07-03 17:52:08,588 - mmaction - INFO - Epoch [162][580/627] lr: 1.818e-02, eta: 16:54:59, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6229, loss_cls: 2.8905, loss: 2.8905 2020-07-03 17:52:26,274 - mmaction - INFO - Epoch [162][600/627] lr: 1.818e-02, eta: 16:54:37, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6125, loss_cls: 2.7967, loss: 2.7967 2020-07-03 17:52:44,013 - mmaction - INFO - Epoch [162][620/627] lr: 1.818e-02, eta: 16:54:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5708, loss_cls: 3.0601, loss: 3.0601 2020-07-03 17:55:21,371 - mmaction - INFO - Epoch [163][20/627] lr: 1.784e-02, eta: 16:55:01, time: 7.505, data_time: 6.423, memory: 8451, top1_acc: 0.3396, top5_acc: 0.5667, loss_cls: 2.9488, loss: 2.9488 2020-07-03 17:55:39,008 - mmaction - INFO - Epoch [163][40/627] lr: 1.784e-02, eta: 16:54:39, time: 0.885, data_time: 0.008, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6292, loss_cls: 2.7901, loss: 2.7901 2020-07-03 17:55:56,621 - mmaction - INFO - Epoch [163][60/627] lr: 1.784e-02, eta: 16:54:16, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6063, loss_cls: 2.8552, loss: 2.8552 2020-07-03 17:56:14,302 - mmaction - INFO - Epoch [163][80/627] lr: 1.784e-02, eta: 16:53:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5729, loss_cls: 2.9002, loss: 2.9002 2020-07-03 17:56:31,995 - mmaction - INFO - Epoch [163][100/627] lr: 1.784e-02, eta: 16:53:31, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6229, loss_cls: 2.9035, loss: 2.9035 2020-07-03 17:56:49,676 - mmaction - INFO - Epoch [163][120/627] lr: 1.784e-02, eta: 16:53:09, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5625, loss_cls: 2.9811, loss: 2.9811 2020-07-03 17:57:07,390 - mmaction - INFO - Epoch [163][140/627] lr: 1.784e-02, eta: 16:52:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5792, loss_cls: 2.8641, loss: 2.8641 2020-07-03 17:57:25,105 - mmaction - INFO - Epoch [163][160/627] lr: 1.784e-02, eta: 16:52:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6021, loss_cls: 3.0094, loss: 3.0094 2020-07-03 17:57:42,836 - mmaction - INFO - Epoch [163][180/627] lr: 1.784e-02, eta: 16:52:01, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6354, loss_cls: 2.7691, loss: 2.7691 2020-07-03 17:58:00,584 - mmaction - INFO - Epoch [163][200/627] lr: 1.784e-02, eta: 16:51:39, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.6188, loss_cls: 2.9118, loss: 2.9118 2020-07-03 17:58:18,310 - mmaction - INFO - Epoch [163][220/627] lr: 1.784e-02, eta: 16:51:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5521, loss_cls: 2.9867, loss: 2.9867 2020-07-03 17:58:35,992 - mmaction - INFO - Epoch [163][240/627] lr: 1.784e-02, eta: 16:50:54, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6208, loss_cls: 2.8109, loss: 2.8109 2020-07-03 17:58:53,747 - mmaction - INFO - Epoch [163][260/627] lr: 1.784e-02, eta: 16:50:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.5958, loss_cls: 2.7995, loss: 2.7995 2020-07-03 17:59:11,464 - mmaction - INFO - Epoch [163][280/627] lr: 1.784e-02, eta: 16:50:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6271, loss_cls: 2.9167, loss: 2.9167 2020-07-03 17:59:29,213 - mmaction - INFO - Epoch [163][300/627] lr: 1.784e-02, eta: 16:49:46, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5833, loss_cls: 2.9886, loss: 2.9886 2020-07-03 17:59:46,973 - mmaction - INFO - Epoch [163][320/627] lr: 1.784e-02, eta: 16:49:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5854, loss_cls: 2.9891, loss: 2.9891 2020-07-03 18:00:14,730 - mmaction - INFO - Epoch [163][340/627] lr: 1.784e-02, eta: 16:49:08, time: 1.382, data_time: 0.005, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6167, loss_cls: 2.7596, loss: 2.7596 2020-07-03 18:00:32,622 - mmaction - INFO - Epoch [163][360/627] lr: 1.784e-02, eta: 16:48:45, time: 0.901, data_time: 0.021, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6396, loss_cls: 2.7392, loss: 2.7392 2020-07-03 18:00:50,308 - mmaction - INFO - Epoch [163][380/627] lr: 1.784e-02, eta: 16:48:23, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5375, loss_cls: 3.1896, loss: 3.1896 2020-07-03 18:01:08,011 - mmaction - INFO - Epoch [163][400/627] lr: 1.784e-02, eta: 16:48:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6104, loss_cls: 2.8777, loss: 2.8777 2020-07-03 18:01:25,726 - mmaction - INFO - Epoch [163][420/627] lr: 1.784e-02, eta: 16:47:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5896, loss_cls: 2.8548, loss: 2.8548 2020-07-03 18:01:43,467 - mmaction - INFO - Epoch [163][440/627] lr: 1.784e-02, eta: 16:47:16, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9817, loss: 2.9817 2020-07-03 18:02:01,146 - mmaction - INFO - Epoch [163][460/627] lr: 1.784e-02, eta: 16:46:53, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9545, loss: 2.9545 2020-07-03 18:02:18,830 - mmaction - INFO - Epoch [163][480/627] lr: 1.784e-02, eta: 16:46:31, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5792, loss_cls: 3.0175, loss: 3.0175 2020-07-03 18:02:36,608 - mmaction - INFO - Epoch [163][500/627] lr: 1.784e-02, eta: 16:46:08, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6000, loss_cls: 2.8760, loss: 2.8760 2020-07-03 18:02:54,339 - mmaction - INFO - Epoch [163][520/627] lr: 1.784e-02, eta: 16:45:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5875, loss_cls: 3.0640, loss: 3.0640 2020-07-03 18:03:12,061 - mmaction - INFO - Epoch [163][540/627] lr: 1.784e-02, eta: 16:45:23, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5854, loss_cls: 2.9497, loss: 2.9497 2020-07-03 18:03:29,744 - mmaction - INFO - Epoch [163][560/627] lr: 1.784e-02, eta: 16:45:01, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6313, loss_cls: 2.7570, loss: 2.7570 2020-07-03 18:03:47,505 - mmaction - INFO - Epoch [163][580/627] lr: 1.784e-02, eta: 16:44:39, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6188, loss_cls: 2.8520, loss: 2.8520 2020-07-03 18:04:05,187 - mmaction - INFO - Epoch [163][600/627] lr: 1.784e-02, eta: 16:44:16, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6188, loss_cls: 2.7369, loss: 2.7369 2020-07-03 18:04:22,923 - mmaction - INFO - Epoch [163][620/627] lr: 1.784e-02, eta: 16:43:54, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6104, loss_cls: 2.8477, loss: 2.8477 2020-07-03 18:06:59,777 - mmaction - INFO - Epoch [164][20/627] lr: 1.751e-02, eta: 16:44:34, time: 7.053, data_time: 5.621, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6000, loss_cls: 2.9127, loss: 2.9127 2020-07-03 18:07:17,349 - mmaction - INFO - Epoch [164][40/627] lr: 1.751e-02, eta: 16:44:11, time: 0.878, data_time: 0.004, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5917, loss_cls: 2.9629, loss: 2.9629 2020-07-03 18:07:34,931 - mmaction - INFO - Epoch [164][60/627] lr: 1.751e-02, eta: 16:43:49, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.5917, loss_cls: 2.7729, loss: 2.7729 2020-07-03 18:07:52,610 - mmaction - INFO - Epoch [164][80/627] lr: 1.751e-02, eta: 16:43:26, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3354, top5_acc: 0.5458, loss_cls: 3.1328, loss: 3.1328 2020-07-03 18:08:10,313 - mmaction - INFO - Epoch [164][100/627] lr: 1.751e-02, eta: 16:43:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.6083, loss_cls: 2.9260, loss: 2.9260 2020-07-03 18:08:28,047 - mmaction - INFO - Epoch [164][120/627] lr: 1.751e-02, eta: 16:42:41, time: 0.886, data_time: 0.005, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6271, loss_cls: 2.8858, loss: 2.8858 2020-07-03 18:08:45,757 - mmaction - INFO - Epoch [164][140/627] lr: 1.751e-02, eta: 16:42:19, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6271, loss_cls: 2.7752, loss: 2.7752 2020-07-03 18:09:03,489 - mmaction - INFO - Epoch [164][160/627] lr: 1.751e-02, eta: 16:41:56, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5667, loss_cls: 3.0347, loss: 3.0347 2020-07-03 18:09:21,194 - mmaction - INFO - Epoch [164][180/627] lr: 1.751e-02, eta: 16:41:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6083, loss_cls: 2.9346, loss: 2.9346 2020-07-03 18:09:38,945 - mmaction - INFO - Epoch [164][200/627] lr: 1.751e-02, eta: 16:41:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6229, loss_cls: 2.7925, loss: 2.7925 2020-07-03 18:09:56,644 - mmaction - INFO - Epoch [164][220/627] lr: 1.751e-02, eta: 16:40:49, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5896, loss_cls: 2.9043, loss: 2.9043 2020-07-03 18:10:16,513 - mmaction - INFO - Epoch [164][240/627] lr: 1.751e-02, eta: 16:40:28, time: 0.990, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6000, loss_cls: 2.8285, loss: 2.8285 2020-07-03 18:10:34,254 - mmaction - INFO - Epoch [164][260/627] lr: 1.751e-02, eta: 16:40:05, time: 0.891, data_time: 0.004, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6292, loss_cls: 2.8252, loss: 2.8252 2020-07-03 18:10:52,098 - mmaction - INFO - Epoch [164][280/627] lr: 1.751e-02, eta: 16:39:43, time: 0.891, data_time: 0.008, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6083, loss_cls: 2.7876, loss: 2.7876 2020-07-03 18:11:09,928 - mmaction - INFO - Epoch [164][300/627] lr: 1.751e-02, eta: 16:39:21, time: 0.892, data_time: 0.010, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5833, loss_cls: 2.9007, loss: 2.9007 2020-07-03 18:11:27,686 - mmaction - INFO - Epoch [164][320/627] lr: 1.751e-02, eta: 16:38:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5771, loss_cls: 2.9787, loss: 2.9787 2020-07-03 18:11:45,454 - mmaction - INFO - Epoch [164][340/627] lr: 1.751e-02, eta: 16:38:36, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6250, loss_cls: 2.6747, loss: 2.6747 2020-07-03 18:12:03,189 - mmaction - INFO - Epoch [164][360/627] lr: 1.751e-02, eta: 16:38:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3167, top5_acc: 0.5729, loss_cls: 3.0405, loss: 3.0405 2020-07-03 18:12:20,933 - mmaction - INFO - Epoch [164][380/627] lr: 1.751e-02, eta: 16:37:51, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6021, loss_cls: 2.9288, loss: 2.9288 2020-07-03 18:12:38,664 - mmaction - INFO - Epoch [164][400/627] lr: 1.751e-02, eta: 16:37:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6104, loss_cls: 2.8395, loss: 2.8395 2020-07-03 18:12:56,409 - mmaction - INFO - Epoch [164][420/627] lr: 1.751e-02, eta: 16:37:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6271, loss_cls: 2.7844, loss: 2.7844 2020-07-03 18:13:14,160 - mmaction - INFO - Epoch [164][440/627] lr: 1.751e-02, eta: 16:36:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5729, loss_cls: 3.0294, loss: 3.0294 2020-07-03 18:13:31,918 - mmaction - INFO - Epoch [164][460/627] lr: 1.751e-02, eta: 16:36:21, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.5917, loss_cls: 2.8093, loss: 2.8093 2020-07-03 18:13:49,674 - mmaction - INFO - Epoch [164][480/627] lr: 1.751e-02, eta: 16:35:59, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5667, loss_cls: 3.0356, loss: 3.0356 2020-07-03 18:14:07,314 - mmaction - INFO - Epoch [164][500/627] lr: 1.751e-02, eta: 16:35:37, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5729, loss_cls: 3.0330, loss: 3.0330 2020-07-03 18:14:25,041 - mmaction - INFO - Epoch [164][520/627] lr: 1.751e-02, eta: 16:35:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5771, loss_cls: 2.9317, loss: 2.9317 2020-07-03 18:14:42,804 - mmaction - INFO - Epoch [164][540/627] lr: 1.751e-02, eta: 16:34:52, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6167, loss_cls: 2.8199, loss: 2.8199 2020-07-03 18:15:00,470 - mmaction - INFO - Epoch [164][560/627] lr: 1.751e-02, eta: 16:34:29, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6083, loss_cls: 2.8262, loss: 2.8262 2020-07-03 18:15:18,211 - mmaction - INFO - Epoch [164][580/627] lr: 1.751e-02, eta: 16:34:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5854, loss_cls: 2.9198, loss: 2.9198 2020-07-03 18:15:35,999 - mmaction - INFO - Epoch [164][600/627] lr: 1.751e-02, eta: 16:33:45, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5667, loss_cls: 3.0035, loss: 3.0035 2020-07-03 18:15:53,739 - mmaction - INFO - Epoch [164][620/627] lr: 1.751e-02, eta: 16:33:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5854, loss_cls: 2.9780, loss: 2.9780 2020-07-03 18:18:01,446 - mmaction - INFO - Epoch [165][20/627] lr: 1.717e-02, eta: 16:33:46, time: 5.788, data_time: 4.897, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6229, loss_cls: 2.7962, loss: 2.7962 2020-07-03 18:18:19,053 - mmaction - INFO - Epoch [165][40/627] lr: 1.717e-02, eta: 16:33:24, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5875, loss_cls: 2.9651, loss: 2.9651 2020-07-03 18:18:36,712 - mmaction - INFO - Epoch [165][60/627] lr: 1.717e-02, eta: 16:33:01, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6083, loss_cls: 2.8058, loss: 2.8058 2020-07-03 18:18:54,358 - mmaction - INFO - Epoch [165][80/627] lr: 1.717e-02, eta: 16:32:39, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5792, loss_cls: 3.0059, loss: 3.0059 2020-07-03 18:19:12,062 - mmaction - INFO - Epoch [165][100/627] lr: 1.717e-02, eta: 16:32:16, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6188, loss_cls: 2.8694, loss: 2.8694 2020-07-03 18:19:29,764 - mmaction - INFO - Epoch [165][120/627] lr: 1.717e-02, eta: 16:31:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5729, loss_cls: 2.9596, loss: 2.9596 2020-07-03 18:19:47,524 - mmaction - INFO - Epoch [165][140/627] lr: 1.717e-02, eta: 16:31:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6229, loss_cls: 2.8640, loss: 2.8640 2020-07-03 18:20:05,701 - mmaction - INFO - Epoch [165][160/627] lr: 1.717e-02, eta: 16:31:09, time: 0.910, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6208, loss_cls: 2.8478, loss: 2.8478 2020-07-03 18:20:23,387 - mmaction - INFO - Epoch [165][180/627] lr: 1.717e-02, eta: 16:30:47, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6250, loss_cls: 2.7306, loss: 2.7306 2020-07-03 18:20:41,114 - mmaction - INFO - Epoch [165][200/627] lr: 1.717e-02, eta: 16:30:25, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3687, top5_acc: 0.5771, loss_cls: 3.0408, loss: 3.0408 2020-07-03 18:20:58,900 - mmaction - INFO - Epoch [165][220/627] lr: 1.717e-02, eta: 16:30:02, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5979, loss_cls: 2.9261, loss: 2.9261 2020-07-03 18:21:16,656 - mmaction - INFO - Epoch [165][240/627] lr: 1.717e-02, eta: 16:29:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6125, loss_cls: 2.8205, loss: 2.8205 2020-07-03 18:21:34,379 - mmaction - INFO - Epoch [165][260/627] lr: 1.717e-02, eta: 16:29:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6104, loss_cls: 2.9026, loss: 2.9026 2020-07-03 18:21:52,508 - mmaction - INFO - Epoch [165][280/627] lr: 1.717e-02, eta: 16:28:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6313, loss_cls: 2.7471, loss: 2.7471 2020-07-03 18:22:10,677 - mmaction - INFO - Epoch [165][300/627] lr: 1.717e-02, eta: 16:28:33, time: 0.926, data_time: 0.043, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6188, loss_cls: 2.7341, loss: 2.7341 2020-07-03 18:22:28,408 - mmaction - INFO - Epoch [165][320/627] lr: 1.717e-02, eta: 16:28:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5729, loss_cls: 3.0115, loss: 3.0115 2020-07-03 18:22:46,184 - mmaction - INFO - Epoch [165][340/627] lr: 1.717e-02, eta: 16:27:48, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5958, loss_cls: 2.9603, loss: 2.9603 2020-07-03 18:23:03,965 - mmaction - INFO - Epoch [165][360/627] lr: 1.717e-02, eta: 16:27:26, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5958, loss_cls: 2.9353, loss: 2.9353 2020-07-03 18:23:21,700 - mmaction - INFO - Epoch [165][380/627] lr: 1.717e-02, eta: 16:27:04, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6208, loss_cls: 2.7510, loss: 2.7510 2020-07-03 18:23:39,392 - mmaction - INFO - Epoch [165][400/627] lr: 1.717e-02, eta: 16:26:41, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5792, loss_cls: 3.0545, loss: 3.0545 2020-07-03 18:23:57,149 - mmaction - INFO - Epoch [165][420/627] lr: 1.717e-02, eta: 16:26:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6063, loss_cls: 2.9412, loss: 2.9412 2020-07-03 18:24:14,911 - mmaction - INFO - Epoch [165][440/627] lr: 1.717e-02, eta: 16:25:56, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6021, loss_cls: 2.8156, loss: 2.8156 2020-07-03 18:24:32,644 - mmaction - INFO - Epoch [165][460/627] lr: 1.717e-02, eta: 16:25:34, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3479, top5_acc: 0.6125, loss_cls: 2.8575, loss: 2.8575 2020-07-03 18:24:50,449 - mmaction - INFO - Epoch [165][480/627] lr: 1.717e-02, eta: 16:25:12, time: 0.892, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6333, loss_cls: 2.7455, loss: 2.7455 2020-07-03 18:25:08,293 - mmaction - INFO - Epoch [165][500/627] lr: 1.717e-02, eta: 16:24:49, time: 0.892, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5938, loss_cls: 3.0196, loss: 3.0196 2020-07-03 18:25:26,022 - mmaction - INFO - Epoch [165][520/627] lr: 1.717e-02, eta: 16:24:27, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6062, loss_cls: 2.8667, loss: 2.8667 2020-07-03 18:25:43,770 - mmaction - INFO - Epoch [165][540/627] lr: 1.717e-02, eta: 16:24:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6417, loss_cls: 2.7334, loss: 2.7334 2020-07-03 18:26:01,548 - mmaction - INFO - Epoch [165][560/627] lr: 1.717e-02, eta: 16:23:42, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6521, loss_cls: 2.7304, loss: 2.7304 2020-07-03 18:26:19,261 - mmaction - INFO - Epoch [165][580/627] lr: 1.717e-02, eta: 16:23:20, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3479, top5_acc: 0.5667, loss_cls: 2.9909, loss: 2.9909 2020-07-03 18:26:36,976 - mmaction - INFO - Epoch [165][600/627] lr: 1.717e-02, eta: 16:22:58, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5896, loss_cls: 2.9400, loss: 2.9400 2020-07-03 18:26:54,743 - mmaction - INFO - Epoch [165][620/627] lr: 1.717e-02, eta: 16:22:35, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3687, top5_acc: 0.6187, loss_cls: 2.8896, loss: 2.8896 2020-07-03 18:28:56,420 - mmaction - INFO - Epoch [166][20/627] lr: 1.684e-02, eta: 16:22:57, time: 5.670, data_time: 4.735, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5833, loss_cls: 2.9251, loss: 2.9251 2020-07-03 18:29:14,572 - mmaction - INFO - Epoch [166][40/627] lr: 1.684e-02, eta: 16:22:34, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6250, loss_cls: 2.7602, loss: 2.7602 2020-07-03 18:29:32,287 - mmaction - INFO - Epoch [166][60/627] lr: 1.684e-02, eta: 16:22:12, time: 0.912, data_time: 0.034, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5958, loss_cls: 2.9184, loss: 2.9184 2020-07-03 18:29:49,941 - mmaction - INFO - Epoch [166][80/627] lr: 1.684e-02, eta: 16:21:50, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6125, loss_cls: 2.8863, loss: 2.8863 2020-07-03 18:30:08,373 - mmaction - INFO - Epoch [166][100/627] lr: 1.684e-02, eta: 16:21:28, time: 0.922, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6021, loss_cls: 2.9100, loss: 2.9100 2020-07-03 18:30:26,030 - mmaction - INFO - Epoch [166][120/627] lr: 1.684e-02, eta: 16:21:05, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5958, loss_cls: 2.8998, loss: 2.8998 2020-07-03 18:30:43,714 - mmaction - INFO - Epoch [166][140/627] lr: 1.684e-02, eta: 16:20:43, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6354, loss_cls: 2.7936, loss: 2.7936 2020-07-03 18:31:01,398 - mmaction - INFO - Epoch [166][160/627] lr: 1.684e-02, eta: 16:20:21, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6271, loss_cls: 2.7415, loss: 2.7415 2020-07-03 18:31:19,071 - mmaction - INFO - Epoch [166][180/627] lr: 1.684e-02, eta: 16:19:58, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6167, loss_cls: 2.8589, loss: 2.8589 2020-07-03 18:31:36,792 - mmaction - INFO - Epoch [166][200/627] lr: 1.684e-02, eta: 16:19:36, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6000, loss_cls: 2.8759, loss: 2.8759 2020-07-03 18:31:54,535 - mmaction - INFO - Epoch [166][220/627] lr: 1.684e-02, eta: 16:19:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6229, loss_cls: 2.7759, loss: 2.7759 2020-07-03 18:32:12,283 - mmaction - INFO - Epoch [166][240/627] lr: 1.684e-02, eta: 16:18:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6333, loss_cls: 2.7479, loss: 2.7479 2020-07-03 18:32:30,003 - mmaction - INFO - Epoch [166][260/627] lr: 1.684e-02, eta: 16:18:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6146, loss_cls: 2.7876, loss: 2.7876 2020-07-03 18:32:47,845 - mmaction - INFO - Epoch [166][280/627] lr: 1.684e-02, eta: 16:18:06, time: 0.893, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6042, loss_cls: 2.8388, loss: 2.8388 2020-07-03 18:33:05,564 - mmaction - INFO - Epoch [166][300/627] lr: 1.684e-02, eta: 16:17:44, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5917, loss_cls: 2.8948, loss: 2.8948 2020-07-03 18:33:23,337 - mmaction - INFO - Epoch [166][320/627] lr: 1.684e-02, eta: 16:17:22, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.6208, loss_cls: 2.8736, loss: 2.8736 2020-07-03 18:33:41,110 - mmaction - INFO - Epoch [166][340/627] lr: 1.684e-02, eta: 16:16:59, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5979, loss_cls: 2.9148, loss: 2.9148 2020-07-03 18:33:58,882 - mmaction - INFO - Epoch [166][360/627] lr: 1.684e-02, eta: 16:16:37, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3312, top5_acc: 0.5854, loss_cls: 3.0086, loss: 3.0086 2020-07-03 18:34:16,667 - mmaction - INFO - Epoch [166][380/627] lr: 1.684e-02, eta: 16:16:15, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5958, loss_cls: 2.9032, loss: 2.9032 2020-07-03 18:34:34,449 - mmaction - INFO - Epoch [166][400/627] lr: 1.684e-02, eta: 16:15:52, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5937, loss_cls: 2.9687, loss: 2.9687 2020-07-03 18:34:52,165 - mmaction - INFO - Epoch [166][420/627] lr: 1.684e-02, eta: 16:15:30, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5917, loss_cls: 3.0042, loss: 3.0042 2020-07-03 18:35:09,969 - mmaction - INFO - Epoch [166][440/627] lr: 1.684e-02, eta: 16:15:08, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6125, loss_cls: 2.9231, loss: 2.9231 2020-07-03 18:35:27,728 - mmaction - INFO - Epoch [166][460/627] lr: 1.684e-02, eta: 16:14:45, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6125, loss_cls: 2.7609, loss: 2.7609 2020-07-03 18:35:45,449 - mmaction - INFO - Epoch [166][480/627] lr: 1.684e-02, eta: 16:14:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5792, loss_cls: 2.9912, loss: 2.9912 2020-07-03 18:36:03,162 - mmaction - INFO - Epoch [166][500/627] lr: 1.684e-02, eta: 16:14:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6167, loss_cls: 2.7944, loss: 2.7944 2020-07-03 18:36:20,910 - mmaction - INFO - Epoch [166][520/627] lr: 1.684e-02, eta: 16:13:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6208, loss_cls: 2.7870, loss: 2.7870 2020-07-03 18:36:38,621 - mmaction - INFO - Epoch [166][540/627] lr: 1.684e-02, eta: 16:13:16, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6021, loss_cls: 2.9307, loss: 2.9307 2020-07-03 18:36:56,300 - mmaction - INFO - Epoch [166][560/627] lr: 1.684e-02, eta: 16:12:54, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5917, loss_cls: 2.8951, loss: 2.8951 2020-07-03 18:37:14,085 - mmaction - INFO - Epoch [166][580/627] lr: 1.684e-02, eta: 16:12:31, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4000, top5_acc: 0.5750, loss_cls: 2.9438, loss: 2.9438 2020-07-03 18:37:31,807 - mmaction - INFO - Epoch [166][600/627] lr: 1.684e-02, eta: 16:12:09, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6188, loss_cls: 2.9061, loss: 2.9061 2020-07-03 18:37:49,473 - mmaction - INFO - Epoch [166][620/627] lr: 1.684e-02, eta: 16:11:47, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6167, loss_cls: 2.8690, loss: 2.8690 2020-07-03 18:39:41,185 - mmaction - INFO - Epoch [167][20/627] lr: 1.651e-02, eta: 16:12:02, time: 5.159, data_time: 4.275, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5979, loss_cls: 2.9214, loss: 2.9214 2020-07-03 18:39:58,799 - mmaction - INFO - Epoch [167][40/627] lr: 1.651e-02, eta: 16:11:39, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6208, loss_cls: 2.7658, loss: 2.7658 2020-07-03 18:40:16,935 - mmaction - INFO - Epoch [167][60/627] lr: 1.651e-02, eta: 16:11:17, time: 0.908, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6042, loss_cls: 2.9213, loss: 2.9213 2020-07-03 18:40:34,634 - mmaction - INFO - Epoch [167][80/627] lr: 1.651e-02, eta: 16:10:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6604, loss_cls: 2.5621, loss: 2.5621 2020-07-03 18:40:52,314 - mmaction - INFO - Epoch [167][100/627] lr: 1.651e-02, eta: 16:10:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6042, loss_cls: 2.7982, loss: 2.7982 2020-07-03 18:41:10,053 - mmaction - INFO - Epoch [167][120/627] lr: 1.651e-02, eta: 16:10:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5938, loss_cls: 2.9592, loss: 2.9592 2020-07-03 18:41:27,729 - mmaction - INFO - Epoch [167][140/627] lr: 1.651e-02, eta: 16:09:48, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6125, loss_cls: 2.7902, loss: 2.7902 2020-07-03 18:41:45,442 - mmaction - INFO - Epoch [167][160/627] lr: 1.651e-02, eta: 16:09:25, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6083, loss_cls: 2.8056, loss: 2.8056 2020-07-03 18:42:03,164 - mmaction - INFO - Epoch [167][180/627] lr: 1.651e-02, eta: 16:09:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6438, loss_cls: 2.5557, loss: 2.5557 2020-07-03 18:42:20,933 - mmaction - INFO - Epoch [167][200/627] lr: 1.651e-02, eta: 16:08:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9408, loss: 2.9408 2020-07-03 18:42:38,639 - mmaction - INFO - Epoch [167][220/627] lr: 1.651e-02, eta: 16:08:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.8259, loss: 2.8259 2020-07-03 18:42:56,346 - mmaction - INFO - Epoch [167][240/627] lr: 1.651e-02, eta: 16:07:56, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6438, loss_cls: 2.8747, loss: 2.8747 2020-07-03 18:43:14,107 - mmaction - INFO - Epoch [167][260/627] lr: 1.651e-02, eta: 16:07:34, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6375, loss_cls: 2.8028, loss: 2.8028 2020-07-03 18:43:31,786 - mmaction - INFO - Epoch [167][280/627] lr: 1.651e-02, eta: 16:07:11, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6292, loss_cls: 2.7504, loss: 2.7504 2020-07-03 18:43:49,552 - mmaction - INFO - Epoch [167][300/627] lr: 1.651e-02, eta: 16:06:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6250, loss_cls: 2.7689, loss: 2.7689 2020-07-03 18:44:07,263 - mmaction - INFO - Epoch [167][320/627] lr: 1.651e-02, eta: 16:06:27, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5750, loss_cls: 2.9408, loss: 2.9408 2020-07-03 18:44:24,958 - mmaction - INFO - Epoch [167][340/627] lr: 1.651e-02, eta: 16:06:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6021, loss_cls: 2.8492, loss: 2.8492 2020-07-03 18:44:42,714 - mmaction - INFO - Epoch [167][360/627] lr: 1.651e-02, eta: 16:05:42, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6313, loss_cls: 2.7319, loss: 2.7319 2020-07-03 18:45:00,405 - mmaction - INFO - Epoch [167][380/627] lr: 1.651e-02, eta: 16:05:20, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.7987, loss: 2.7987 2020-07-03 18:45:18,141 - mmaction - INFO - Epoch [167][400/627] lr: 1.651e-02, eta: 16:04:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6146, loss_cls: 2.8493, loss: 2.8493 2020-07-03 18:45:35,937 - mmaction - INFO - Epoch [167][420/627] lr: 1.651e-02, eta: 16:04:35, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8465, loss: 2.8465 2020-07-03 18:45:53,715 - mmaction - INFO - Epoch [167][440/627] lr: 1.651e-02, eta: 16:04:13, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8328, loss: 2.8328 2020-07-03 18:46:11,469 - mmaction - INFO - Epoch [167][460/627] lr: 1.651e-02, eta: 16:03:50, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6000, loss_cls: 2.8782, loss: 2.8782 2020-07-03 18:46:29,224 - mmaction - INFO - Epoch [167][480/627] lr: 1.651e-02, eta: 16:03:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6188, loss_cls: 2.8668, loss: 2.8668 2020-07-03 18:46:46,983 - mmaction - INFO - Epoch [167][500/627] lr: 1.651e-02, eta: 16:03:06, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5729, loss_cls: 2.9671, loss: 2.9671 2020-07-03 18:47:04,695 - mmaction - INFO - Epoch [167][520/627] lr: 1.651e-02, eta: 16:02:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6125, loss_cls: 2.8706, loss: 2.8706 2020-07-03 18:47:22,445 - mmaction - INFO - Epoch [167][540/627] lr: 1.651e-02, eta: 16:02:21, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6167, loss_cls: 2.7458, loss: 2.7458 2020-07-03 18:47:40,197 - mmaction - INFO - Epoch [167][560/627] lr: 1.651e-02, eta: 16:01:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6125, loss_cls: 2.8831, loss: 2.8831 2020-07-03 18:47:58,019 - mmaction - INFO - Epoch [167][580/627] lr: 1.651e-02, eta: 16:01:37, time: 0.892, data_time: 0.004, memory: 8451, top1_acc: 0.3938, top5_acc: 0.5813, loss_cls: 3.0028, loss: 3.0028 2020-07-03 18:48:15,715 - mmaction - INFO - Epoch [167][600/627] lr: 1.651e-02, eta: 16:01:14, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6250, loss_cls: 2.8412, loss: 2.8412 2020-07-03 18:48:33,470 - mmaction - INFO - Epoch [167][620/627] lr: 1.651e-02, eta: 16:00:52, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5854, loss_cls: 2.9273, loss: 2.9273 2020-07-03 18:50:19,204 - mmaction - INFO - Epoch [168][20/627] lr: 1.618e-02, eta: 16:01:03, time: 4.913, data_time: 4.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5771, loss_cls: 2.9188, loss: 2.9188 2020-07-03 18:50:36,838 - mmaction - INFO - Epoch [168][40/627] lr: 1.618e-02, eta: 16:00:41, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6063, loss_cls: 2.8989, loss: 2.8989 2020-07-03 18:50:54,472 - mmaction - INFO - Epoch [168][60/627] lr: 1.618e-02, eta: 16:00:19, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5792, loss_cls: 2.9587, loss: 2.9587 2020-07-03 18:51:12,117 - mmaction - INFO - Epoch [168][80/627] lr: 1.618e-02, eta: 15:59:56, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5812, loss_cls: 2.9051, loss: 2.9051 2020-07-03 18:51:29,812 - mmaction - INFO - Epoch [168][100/627] lr: 1.618e-02, eta: 15:59:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6208, loss_cls: 2.7458, loss: 2.7458 2020-07-03 18:51:47,525 - mmaction - INFO - Epoch [168][120/627] lr: 1.618e-02, eta: 15:59:12, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6042, loss_cls: 2.9269, loss: 2.9269 2020-07-03 18:52:05,270 - mmaction - INFO - Epoch [168][140/627] lr: 1.618e-02, eta: 15:58:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6229, loss_cls: 2.7832, loss: 2.7832 2020-07-03 18:52:23,013 - mmaction - INFO - Epoch [168][160/627] lr: 1.618e-02, eta: 15:58:27, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3688, top5_acc: 0.5979, loss_cls: 2.9102, loss: 2.9102 2020-07-03 18:52:40,664 - mmaction - INFO - Epoch [168][180/627] lr: 1.618e-02, eta: 15:58:05, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6354, loss_cls: 2.6945, loss: 2.6945 2020-07-03 18:52:58,353 - mmaction - INFO - Epoch [168][200/627] lr: 1.618e-02, eta: 15:57:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6708, loss_cls: 2.6045, loss: 2.6045 2020-07-03 18:53:16,050 - mmaction - INFO - Epoch [168][220/627] lr: 1.618e-02, eta: 15:57:20, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.5979, loss_cls: 2.7990, loss: 2.7990 2020-07-03 18:53:33,800 - mmaction - INFO - Epoch [168][240/627] lr: 1.618e-02, eta: 15:56:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6146, loss_cls: 2.8461, loss: 2.8461 2020-07-03 18:53:51,519 - mmaction - INFO - Epoch [168][260/627] lr: 1.618e-02, eta: 15:56:35, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5979, loss_cls: 2.8855, loss: 2.8855 2020-07-03 18:54:09,196 - mmaction - INFO - Epoch [168][280/627] lr: 1.618e-02, eta: 15:56:13, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6250, loss_cls: 2.7423, loss: 2.7423 2020-07-03 18:54:26,898 - mmaction - INFO - Epoch [168][300/627] lr: 1.618e-02, eta: 15:55:51, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6021, loss_cls: 2.9200, loss: 2.9200 2020-07-03 18:54:44,595 - mmaction - INFO - Epoch [168][320/627] lr: 1.618e-02, eta: 15:55:29, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6292, loss_cls: 2.6791, loss: 2.6791 2020-07-03 18:55:02,367 - mmaction - INFO - Epoch [168][340/627] lr: 1.618e-02, eta: 15:55:06, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6167, loss_cls: 2.8061, loss: 2.8061 2020-07-03 18:55:19,998 - mmaction - INFO - Epoch [168][360/627] lr: 1.618e-02, eta: 15:54:44, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6104, loss_cls: 2.8366, loss: 2.8366 2020-07-03 18:55:37,676 - mmaction - INFO - Epoch [168][380/627] lr: 1.618e-02, eta: 15:54:22, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6625, loss_cls: 2.5819, loss: 2.5819 2020-07-03 18:55:55,388 - mmaction - INFO - Epoch [168][400/627] lr: 1.618e-02, eta: 15:53:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6354, loss_cls: 2.7084, loss: 2.7084 2020-07-03 18:56:13,122 - mmaction - INFO - Epoch [168][420/627] lr: 1.618e-02, eta: 15:53:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5500, loss_cls: 3.1222, loss: 3.1222 2020-07-03 18:56:30,830 - mmaction - INFO - Epoch [168][440/627] lr: 1.618e-02, eta: 15:53:15, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6167, loss_cls: 2.7690, loss: 2.7690 2020-07-03 18:56:48,557 - mmaction - INFO - Epoch [168][460/627] lr: 1.618e-02, eta: 15:52:52, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9588, loss: 2.9588 2020-07-03 18:57:06,308 - mmaction - INFO - Epoch [168][480/627] lr: 1.618e-02, eta: 15:52:30, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5917, loss_cls: 2.9680, loss: 2.9680 2020-07-03 18:57:24,033 - mmaction - INFO - Epoch [168][500/627] lr: 1.618e-02, eta: 15:52:08, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5896, loss_cls: 2.8957, loss: 2.8957 2020-07-03 18:57:41,752 - mmaction - INFO - Epoch [168][520/627] lr: 1.618e-02, eta: 15:51:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5979, loss_cls: 2.8640, loss: 2.8640 2020-07-03 18:57:59,494 - mmaction - INFO - Epoch [168][540/627] lr: 1.618e-02, eta: 15:51:23, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6062, loss_cls: 2.8868, loss: 2.8868 2020-07-03 18:58:17,161 - mmaction - INFO - Epoch [168][560/627] lr: 1.618e-02, eta: 15:51:01, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5938, loss_cls: 2.9211, loss: 2.9211 2020-07-03 18:58:34,946 - mmaction - INFO - Epoch [168][580/627] lr: 1.618e-02, eta: 15:50:39, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6083, loss_cls: 2.8558, loss: 2.8558 2020-07-03 18:58:52,614 - mmaction - INFO - Epoch [168][600/627] lr: 1.618e-02, eta: 15:50:16, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6188, loss_cls: 2.8695, loss: 2.8695 2020-07-03 18:59:10,319 - mmaction - INFO - Epoch [168][620/627] lr: 1.618e-02, eta: 15:49:54, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6146, loss_cls: 2.7743, loss: 2.7743 2020-07-03 18:59:17,040 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-07-03 19:01:32,794 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 19:01:33,749 - mmaction - INFO - top1_acc 0.4022 top5_acc 0.6490 2020-07-03 19:01:33,749 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 19:01:33,823 - mmaction - INFO - mean_acc 0.4022 2020-07-03 19:01:33,831 - mmaction - INFO - Epoch [168][627/627] lr: 1.618e-02, top1_acc: 0.4022, top5_acc: 0.6490, mean_class_accuracy: 0.4022 2020-07-03 19:03:28,052 - mmaction - INFO - Epoch [169][20/627] lr: 1.586e-02, eta: 15:50:14, time: 5.710, data_time: 4.784, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6208, loss_cls: 2.7878, loss: 2.7878 2020-07-03 19:03:45,652 - mmaction - INFO - Epoch [169][40/627] lr: 1.586e-02, eta: 15:49:51, time: 0.879, data_time: 0.004, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6250, loss_cls: 2.8568, loss: 2.8568 2020-07-03 19:04:03,275 - mmaction - INFO - Epoch [169][60/627] lr: 1.586e-02, eta: 15:49:29, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6125, loss_cls: 2.9074, loss: 2.9074 2020-07-03 19:04:20,903 - mmaction - INFO - Epoch [169][80/627] lr: 1.586e-02, eta: 15:49:07, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5958, loss_cls: 2.9947, loss: 2.9947 2020-07-03 19:04:38,614 - mmaction - INFO - Epoch [169][100/627] lr: 1.586e-02, eta: 15:48:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6146, loss_cls: 2.8148, loss: 2.8148 2020-07-03 19:04:56,259 - mmaction - INFO - Epoch [169][120/627] lr: 1.586e-02, eta: 15:48:22, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6417, loss_cls: 2.7924, loss: 2.7924 2020-07-03 19:05:14,707 - mmaction - INFO - Epoch [169][140/627] lr: 1.586e-02, eta: 15:48:00, time: 0.921, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6229, loss_cls: 2.8132, loss: 2.8132 2020-07-03 19:05:32,419 - mmaction - INFO - Epoch [169][160/627] lr: 1.586e-02, eta: 15:47:38, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6187, loss_cls: 2.7942, loss: 2.7942 2020-07-03 19:05:50,126 - mmaction - INFO - Epoch [169][180/627] lr: 1.586e-02, eta: 15:47:16, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5938, loss_cls: 2.9317, loss: 2.9317 2020-07-03 19:06:07,784 - mmaction - INFO - Epoch [169][200/627] lr: 1.586e-02, eta: 15:46:53, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5979, loss_cls: 2.9082, loss: 2.9082 2020-07-03 19:06:25,507 - mmaction - INFO - Epoch [169][220/627] lr: 1.586e-02, eta: 15:46:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6104, loss_cls: 2.8723, loss: 2.8723 2020-07-03 19:06:43,230 - mmaction - INFO - Epoch [169][240/627] lr: 1.586e-02, eta: 15:46:09, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6042, loss_cls: 2.9046, loss: 2.9046 2020-07-03 19:07:00,956 - mmaction - INFO - Epoch [169][260/627] lr: 1.586e-02, eta: 15:45:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5938, loss_cls: 2.9004, loss: 2.9004 2020-07-03 19:07:18,689 - mmaction - INFO - Epoch [169][280/627] lr: 1.586e-02, eta: 15:45:24, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5750, loss_cls: 2.9356, loss: 2.9356 2020-07-03 19:07:36,385 - mmaction - INFO - Epoch [169][300/627] lr: 1.586e-02, eta: 15:45:02, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6000, loss_cls: 2.8995, loss: 2.8995 2020-07-03 19:07:54,143 - mmaction - INFO - Epoch [169][320/627] lr: 1.586e-02, eta: 15:44:40, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6042, loss_cls: 2.9314, loss: 2.9314 2020-07-03 19:08:11,896 - mmaction - INFO - Epoch [169][340/627] lr: 1.586e-02, eta: 15:44:17, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5833, loss_cls: 2.9897, loss: 2.9897 2020-07-03 19:08:29,626 - mmaction - INFO - Epoch [169][360/627] lr: 1.586e-02, eta: 15:43:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5792, loss_cls: 2.9476, loss: 2.9476 2020-07-03 19:08:47,408 - mmaction - INFO - Epoch [169][380/627] lr: 1.586e-02, eta: 15:43:33, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6312, loss_cls: 2.6887, loss: 2.6887 2020-07-03 19:09:05,136 - mmaction - INFO - Epoch [169][400/627] lr: 1.586e-02, eta: 15:43:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5896, loss_cls: 3.0123, loss: 3.0123 2020-07-03 19:09:22,869 - mmaction - INFO - Epoch [169][420/627] lr: 1.586e-02, eta: 15:42:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6021, loss_cls: 2.9068, loss: 2.9068 2020-07-03 19:09:41,149 - mmaction - INFO - Epoch [169][440/627] lr: 1.586e-02, eta: 15:42:26, time: 0.912, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5979, loss_cls: 2.9972, loss: 2.9972 2020-07-03 19:09:58,827 - mmaction - INFO - Epoch [169][460/627] lr: 1.586e-02, eta: 15:42:04, time: 0.887, data_time: 0.004, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6292, loss_cls: 2.7362, loss: 2.7362 2020-07-03 19:10:16,582 - mmaction - INFO - Epoch [169][480/627] lr: 1.586e-02, eta: 15:41:42, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.7437, loss: 2.7437 2020-07-03 19:10:34,286 - mmaction - INFO - Epoch [169][500/627] lr: 1.586e-02, eta: 15:41:20, time: 0.888, data_time: 0.004, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5854, loss_cls: 3.0083, loss: 3.0083 2020-07-03 19:10:51,996 - mmaction - INFO - Epoch [169][520/627] lr: 1.586e-02, eta: 15:40:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.7523, loss: 2.7523 2020-07-03 19:11:09,804 - mmaction - INFO - Epoch [169][540/627] lr: 1.586e-02, eta: 15:40:35, time: 0.890, data_time: 0.008, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5938, loss_cls: 2.8714, loss: 2.8714 2020-07-03 19:11:27,524 - mmaction - INFO - Epoch [169][560/627] lr: 1.586e-02, eta: 15:40:13, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6521, loss_cls: 2.7071, loss: 2.7071 2020-07-03 19:11:45,359 - mmaction - INFO - Epoch [169][580/627] lr: 1.586e-02, eta: 15:39:51, time: 0.892, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6375, loss_cls: 2.7889, loss: 2.7889 2020-07-03 19:12:03,094 - mmaction - INFO - Epoch [169][600/627] lr: 1.586e-02, eta: 15:39:29, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6417, loss_cls: 2.7150, loss: 2.7150 2020-07-03 19:12:20,806 - mmaction - INFO - Epoch [169][620/627] lr: 1.586e-02, eta: 15:39:06, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5604, loss_cls: 3.0484, loss: 3.0484 2020-07-03 19:14:21,012 - mmaction - INFO - Epoch [170][20/627] lr: 1.553e-02, eta: 15:39:24, time: 5.612, data_time: 3.994, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6146, loss_cls: 2.7437, loss: 2.7437 2020-07-03 19:14:38,638 - mmaction - INFO - Epoch [170][40/627] lr: 1.553e-02, eta: 15:39:02, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6042, loss_cls: 2.8547, loss: 2.8547 2020-07-03 19:14:56,272 - mmaction - INFO - Epoch [170][60/627] lr: 1.553e-02, eta: 15:38:39, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6375, loss_cls: 2.7872, loss: 2.7872 2020-07-03 19:15:13,961 - mmaction - INFO - Epoch [170][80/627] lr: 1.553e-02, eta: 15:38:17, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6104, loss_cls: 2.7784, loss: 2.7784 2020-07-03 19:15:31,768 - mmaction - INFO - Epoch [170][100/627] lr: 1.553e-02, eta: 15:37:55, time: 0.890, data_time: 0.001, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5792, loss_cls: 2.9941, loss: 2.9941 2020-07-03 19:15:49,884 - mmaction - INFO - Epoch [170][120/627] lr: 1.553e-02, eta: 15:37:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.9020, loss: 2.9020 2020-07-03 19:16:08,223 - mmaction - INFO - Epoch [170][140/627] lr: 1.553e-02, eta: 15:37:11, time: 0.937, data_time: 0.056, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6375, loss_cls: 2.7068, loss: 2.7068 2020-07-03 19:16:25,945 - mmaction - INFO - Epoch [170][160/627] lr: 1.553e-02, eta: 15:36:49, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5750, loss_cls: 2.9984, loss: 2.9984 2020-07-03 19:16:43,880 - mmaction - INFO - Epoch [170][180/627] lr: 1.553e-02, eta: 15:36:26, time: 0.897, data_time: 0.015, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5896, loss_cls: 2.9414, loss: 2.9414 2020-07-03 19:17:01,597 - mmaction - INFO - Epoch [170][200/627] lr: 1.553e-02, eta: 15:36:04, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6042, loss_cls: 2.8558, loss: 2.8558 2020-07-03 19:17:19,333 - mmaction - INFO - Epoch [170][220/627] lr: 1.553e-02, eta: 15:35:42, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6042, loss_cls: 2.9067, loss: 2.9067 2020-07-03 19:17:37,058 - mmaction - INFO - Epoch [170][240/627] lr: 1.553e-02, eta: 15:35:20, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6333, loss_cls: 2.7073, loss: 2.7073 2020-07-03 19:17:54,816 - mmaction - INFO - Epoch [170][260/627] lr: 1.553e-02, eta: 15:34:57, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6104, loss_cls: 2.8631, loss: 2.8631 2020-07-03 19:18:12,526 - mmaction - INFO - Epoch [170][280/627] lr: 1.553e-02, eta: 15:34:35, time: 0.886, data_time: 0.006, memory: 8451, top1_acc: 0.3458, top5_acc: 0.5833, loss_cls: 2.9652, loss: 2.9652 2020-07-03 19:18:30,224 - mmaction - INFO - Epoch [170][300/627] lr: 1.553e-02, eta: 15:34:13, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6229, loss_cls: 2.7425, loss: 2.7425 2020-07-03 19:18:47,947 - mmaction - INFO - Epoch [170][320/627] lr: 1.553e-02, eta: 15:33:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6167, loss_cls: 2.8577, loss: 2.8577 2020-07-03 19:19:05,686 - mmaction - INFO - Epoch [170][340/627] lr: 1.553e-02, eta: 15:33:28, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5979, loss_cls: 2.9673, loss: 2.9673 2020-07-03 19:19:23,423 - mmaction - INFO - Epoch [170][360/627] lr: 1.553e-02, eta: 15:33:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6354, loss_cls: 2.6725, loss: 2.6725 2020-07-03 19:19:41,134 - mmaction - INFO - Epoch [170][380/627] lr: 1.553e-02, eta: 15:32:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6063, loss_cls: 2.8392, loss: 2.8392 2020-07-03 19:19:58,887 - mmaction - INFO - Epoch [170][400/627] lr: 1.553e-02, eta: 15:32:22, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6125, loss_cls: 2.8550, loss: 2.8550 2020-07-03 19:20:16,686 - mmaction - INFO - Epoch [170][420/627] lr: 1.553e-02, eta: 15:32:00, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6042, loss_cls: 2.9579, loss: 2.9579 2020-07-03 19:20:34,391 - mmaction - INFO - Epoch [170][440/627] lr: 1.553e-02, eta: 15:31:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6125, loss_cls: 2.8097, loss: 2.8097 2020-07-03 19:20:52,113 - mmaction - INFO - Epoch [170][460/627] lr: 1.553e-02, eta: 15:31:15, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3187, top5_acc: 0.5646, loss_cls: 3.1411, loss: 3.1411 2020-07-03 19:21:09,890 - mmaction - INFO - Epoch [170][480/627] lr: 1.553e-02, eta: 15:30:53, time: 0.890, data_time: 0.007, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6333, loss_cls: 2.8698, loss: 2.8698 2020-07-03 19:21:27,573 - mmaction - INFO - Epoch [170][500/627] lr: 1.553e-02, eta: 15:30:31, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6000, loss_cls: 2.8753, loss: 2.8753 2020-07-03 19:21:45,272 - mmaction - INFO - Epoch [170][520/627] lr: 1.553e-02, eta: 15:30:08, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6354, loss_cls: 2.7156, loss: 2.7156 2020-07-03 19:22:03,008 - mmaction - INFO - Epoch [170][540/627] lr: 1.553e-02, eta: 15:29:46, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5958, loss_cls: 2.8880, loss: 2.8880 2020-07-03 19:22:20,773 - mmaction - INFO - Epoch [170][560/627] lr: 1.553e-02, eta: 15:29:24, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4167, top5_acc: 0.5958, loss_cls: 2.7873, loss: 2.7873 2020-07-03 19:22:38,486 - mmaction - INFO - Epoch [170][580/627] lr: 1.553e-02, eta: 15:29:02, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5979, loss_cls: 2.8433, loss: 2.8433 2020-07-03 19:22:56,251 - mmaction - INFO - Epoch [170][600/627] lr: 1.553e-02, eta: 15:28:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6229, loss_cls: 2.8481, loss: 2.8481 2020-07-03 19:23:13,959 - mmaction - INFO - Epoch [170][620/627] lr: 1.553e-02, eta: 15:28:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6521, loss_cls: 2.7752, loss: 2.7752 2020-07-03 19:24:58,920 - mmaction - INFO - Epoch [171][20/627] lr: 1.521e-02, eta: 15:28:27, time: 4.891, data_time: 3.483, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6292, loss_cls: 2.8470, loss: 2.8470 2020-07-03 19:25:16,540 - mmaction - INFO - Epoch [171][40/627] lr: 1.521e-02, eta: 15:28:04, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6333, loss_cls: 2.7645, loss: 2.7645 2020-07-03 19:25:34,182 - mmaction - INFO - Epoch [171][60/627] lr: 1.521e-02, eta: 15:27:42, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5875, loss_cls: 2.8655, loss: 2.8655 2020-07-03 19:25:51,856 - mmaction - INFO - Epoch [171][80/627] lr: 1.521e-02, eta: 15:27:20, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6125, loss_cls: 2.8737, loss: 2.8737 2020-07-03 19:26:09,498 - mmaction - INFO - Epoch [171][100/627] lr: 1.521e-02, eta: 15:26:58, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6104, loss_cls: 2.9534, loss: 2.9534 2020-07-03 19:26:27,202 - mmaction - INFO - Epoch [171][120/627] lr: 1.521e-02, eta: 15:26:35, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3687, top5_acc: 0.5833, loss_cls: 2.9803, loss: 2.9803 2020-07-03 19:26:44,924 - mmaction - INFO - Epoch [171][140/627] lr: 1.521e-02, eta: 15:26:13, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6146, loss_cls: 2.8523, loss: 2.8523 2020-07-03 19:27:02,595 - mmaction - INFO - Epoch [171][160/627] lr: 1.521e-02, eta: 15:25:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6271, loss_cls: 2.6743, loss: 2.6743 2020-07-03 19:27:20,311 - mmaction - INFO - Epoch [171][180/627] lr: 1.521e-02, eta: 15:25:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5604, loss_cls: 3.0290, loss: 3.0290 2020-07-03 19:27:38,077 - mmaction - INFO - Epoch [171][200/627] lr: 1.521e-02, eta: 15:25:06, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6167, loss_cls: 2.8444, loss: 2.8444 2020-07-03 19:27:55,782 - mmaction - INFO - Epoch [171][220/627] lr: 1.521e-02, eta: 15:24:44, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5875, loss_cls: 2.9699, loss: 2.9699 2020-07-03 19:28:13,524 - mmaction - INFO - Epoch [171][240/627] lr: 1.521e-02, eta: 15:24:22, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6396, loss_cls: 2.6462, loss: 2.6462 2020-07-03 19:28:31,276 - mmaction - INFO - Epoch [171][260/627] lr: 1.521e-02, eta: 15:24:00, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6333, loss_cls: 2.8822, loss: 2.8822 2020-07-03 19:28:48,941 - mmaction - INFO - Epoch [171][280/627] lr: 1.521e-02, eta: 15:23:38, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5729, loss_cls: 3.0408, loss: 3.0408 2020-07-03 19:29:06,676 - mmaction - INFO - Epoch [171][300/627] lr: 1.521e-02, eta: 15:23:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9093, loss: 2.9093 2020-07-03 19:29:24,351 - mmaction - INFO - Epoch [171][320/627] lr: 1.521e-02, eta: 15:22:53, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6333, loss_cls: 2.7814, loss: 2.7814 2020-07-03 19:29:42,055 - mmaction - INFO - Epoch [171][340/627] lr: 1.521e-02, eta: 15:22:31, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6729, loss_cls: 2.5969, loss: 2.5969 2020-07-03 19:29:59,749 - mmaction - INFO - Epoch [171][360/627] lr: 1.521e-02, eta: 15:22:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6083, loss_cls: 2.7779, loss: 2.7779 2020-07-03 19:30:17,514 - mmaction - INFO - Epoch [171][380/627] lr: 1.521e-02, eta: 15:21:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5917, loss_cls: 2.9042, loss: 2.9042 2020-07-03 19:30:35,293 - mmaction - INFO - Epoch [171][400/627] lr: 1.521e-02, eta: 15:21:24, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5938, loss_cls: 2.9116, loss: 2.9116 2020-07-03 19:30:52,966 - mmaction - INFO - Epoch [171][420/627] lr: 1.521e-02, eta: 15:21:02, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6021, loss_cls: 2.8419, loss: 2.8419 2020-07-03 19:31:10,683 - mmaction - INFO - Epoch [171][440/627] lr: 1.521e-02, eta: 15:20:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6458, loss_cls: 2.6565, loss: 2.6565 2020-07-03 19:31:28,388 - mmaction - INFO - Epoch [171][460/627] lr: 1.521e-02, eta: 15:20:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9535, loss: 2.9535 2020-07-03 19:31:46,134 - mmaction - INFO - Epoch [171][480/627] lr: 1.521e-02, eta: 15:19:56, time: 0.888, data_time: 0.005, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6250, loss_cls: 2.7632, loss: 2.7632 2020-07-03 19:32:03,873 - mmaction - INFO - Epoch [171][500/627] lr: 1.521e-02, eta: 15:19:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4312, top5_acc: 0.6146, loss_cls: 2.7363, loss: 2.7363 2020-07-03 19:32:21,659 - mmaction - INFO - Epoch [171][520/627] lr: 1.521e-02, eta: 15:19:11, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6188, loss_cls: 2.8159, loss: 2.8159 2020-07-03 19:32:39,351 - mmaction - INFO - Epoch [171][540/627] lr: 1.521e-02, eta: 15:18:49, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6333, loss_cls: 2.8650, loss: 2.8650 2020-07-03 19:32:57,088 - mmaction - INFO - Epoch [171][560/627] lr: 1.521e-02, eta: 15:18:27, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.5833, loss_cls: 2.9242, loss: 2.9242 2020-07-03 19:33:14,769 - mmaction - INFO - Epoch [171][580/627] lr: 1.521e-02, eta: 15:18:05, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5979, loss_cls: 2.9681, loss: 2.9681 2020-07-03 19:33:32,458 - mmaction - INFO - Epoch [171][600/627] lr: 1.521e-02, eta: 15:17:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6104, loss_cls: 2.7270, loss: 2.7270 2020-07-03 19:33:50,180 - mmaction - INFO - Epoch [171][620/627] lr: 1.521e-02, eta: 15:17:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6083, loss_cls: 2.8886, loss: 2.8886 2020-07-03 19:35:40,401 - mmaction - INFO - Epoch [172][20/627] lr: 1.489e-02, eta: 15:17:31, time: 5.150, data_time: 4.138, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6396, loss_cls: 2.7174, loss: 2.7174 2020-07-03 19:35:58,059 - mmaction - INFO - Epoch [172][40/627] lr: 1.489e-02, eta: 15:17:09, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5875, loss_cls: 2.9406, loss: 2.9406 2020-07-03 19:36:15,657 - mmaction - INFO - Epoch [172][60/627] lr: 1.489e-02, eta: 15:16:47, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5979, loss_cls: 2.9351, loss: 2.9351 2020-07-03 19:36:33,364 - mmaction - INFO - Epoch [172][80/627] lr: 1.489e-02, eta: 15:16:25, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6063, loss_cls: 2.8402, loss: 2.8402 2020-07-03 19:36:51,031 - mmaction - INFO - Epoch [172][100/627] lr: 1.489e-02, eta: 15:16:03, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6333, loss_cls: 2.7892, loss: 2.7892 2020-07-03 19:37:08,723 - mmaction - INFO - Epoch [172][120/627] lr: 1.489e-02, eta: 15:15:40, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5917, loss_cls: 2.9519, loss: 2.9519 2020-07-03 19:37:26,408 - mmaction - INFO - Epoch [172][140/627] lr: 1.489e-02, eta: 15:15:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5937, loss_cls: 2.9309, loss: 2.9309 2020-07-03 19:37:44,125 - mmaction - INFO - Epoch [172][160/627] lr: 1.489e-02, eta: 15:14:56, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6354, loss_cls: 2.7639, loss: 2.7639 2020-07-03 19:38:01,848 - mmaction - INFO - Epoch [172][180/627] lr: 1.489e-02, eta: 15:14:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6438, loss_cls: 2.6923, loss: 2.6923 2020-07-03 19:38:19,593 - mmaction - INFO - Epoch [172][200/627] lr: 1.489e-02, eta: 15:14:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6292, loss_cls: 2.8198, loss: 2.8198 2020-07-03 19:38:37,323 - mmaction - INFO - Epoch [172][220/627] lr: 1.489e-02, eta: 15:13:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6500, loss_cls: 2.7246, loss: 2.7246 2020-07-03 19:38:55,037 - mmaction - INFO - Epoch [172][240/627] lr: 1.489e-02, eta: 15:13:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6042, loss_cls: 2.8009, loss: 2.8009 2020-07-03 19:39:12,769 - mmaction - INFO - Epoch [172][260/627] lr: 1.489e-02, eta: 15:13:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3563, top5_acc: 0.6042, loss_cls: 2.9326, loss: 2.9326 2020-07-03 19:39:30,504 - mmaction - INFO - Epoch [172][280/627] lr: 1.489e-02, eta: 15:12:43, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6458, loss_cls: 2.6741, loss: 2.6741 2020-07-03 19:39:48,278 - mmaction - INFO - Epoch [172][300/627] lr: 1.489e-02, eta: 15:12:21, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9823, loss: 2.9823 2020-07-03 19:40:06,289 - mmaction - INFO - Epoch [172][320/627] lr: 1.489e-02, eta: 15:11:59, time: 0.901, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6062, loss_cls: 2.7958, loss: 2.7958 2020-07-03 19:40:23,957 - mmaction - INFO - Epoch [172][340/627] lr: 1.489e-02, eta: 15:11:36, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5979, loss_cls: 2.8978, loss: 2.8978 2020-07-03 19:40:41,688 - mmaction - INFO - Epoch [172][360/627] lr: 1.489e-02, eta: 15:11:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6333, loss_cls: 2.7474, loss: 2.7474 2020-07-03 19:40:59,418 - mmaction - INFO - Epoch [172][380/627] lr: 1.489e-02, eta: 15:10:52, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6104, loss_cls: 2.8596, loss: 2.8596 2020-07-03 19:41:17,144 - mmaction - INFO - Epoch [172][400/627] lr: 1.489e-02, eta: 15:10:30, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6375, loss_cls: 2.7894, loss: 2.7894 2020-07-03 19:41:34,853 - mmaction - INFO - Epoch [172][420/627] lr: 1.489e-02, eta: 15:10:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6292, loss_cls: 2.7779, loss: 2.7779 2020-07-03 19:41:52,563 - mmaction - INFO - Epoch [172][440/627] lr: 1.489e-02, eta: 15:09:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3437, top5_acc: 0.6083, loss_cls: 3.0071, loss: 3.0071 2020-07-03 19:42:10,335 - mmaction - INFO - Epoch [172][460/627] lr: 1.489e-02, eta: 15:09:23, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6062, loss_cls: 2.8931, loss: 2.8931 2020-07-03 19:42:28,041 - mmaction - INFO - Epoch [172][480/627] lr: 1.489e-02, eta: 15:09:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6188, loss_cls: 2.7893, loss: 2.7893 2020-07-03 19:42:45,795 - mmaction - INFO - Epoch [172][500/627] lr: 1.489e-02, eta: 15:08:39, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6188, loss_cls: 2.7625, loss: 2.7625 2020-07-03 19:43:03,563 - mmaction - INFO - Epoch [172][520/627] lr: 1.489e-02, eta: 15:08:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5917, loss_cls: 2.8234, loss: 2.8234 2020-07-03 19:43:21,331 - mmaction - INFO - Epoch [172][540/627] lr: 1.489e-02, eta: 15:07:55, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6167, loss_cls: 2.9101, loss: 2.9101 2020-07-03 19:43:39,032 - mmaction - INFO - Epoch [172][560/627] lr: 1.489e-02, eta: 15:07:33, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6208, loss_cls: 2.7646, loss: 2.7646 2020-07-03 19:43:56,788 - mmaction - INFO - Epoch [172][580/627] lr: 1.489e-02, eta: 15:07:11, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6208, loss_cls: 2.9443, loss: 2.9443 2020-07-03 19:44:14,505 - mmaction - INFO - Epoch [172][600/627] lr: 1.489e-02, eta: 15:06:48, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6375, loss_cls: 2.7613, loss: 2.7613 2020-07-03 19:44:32,249 - mmaction - INFO - Epoch [172][620/627] lr: 1.489e-02, eta: 15:06:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5812, loss_cls: 2.8554, loss: 2.8554 2020-07-03 19:46:34,046 - mmaction - INFO - Epoch [173][20/627] lr: 1.458e-02, eta: 15:06:43, time: 5.707, data_time: 3.998, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5917, loss_cls: 2.9373, loss: 2.9373 2020-07-03 19:46:51,776 - mmaction - INFO - Epoch [173][40/627] lr: 1.458e-02, eta: 15:06:20, time: 0.887, data_time: 0.009, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6000, loss_cls: 2.7902, loss: 2.7902 2020-07-03 19:47:09,395 - mmaction - INFO - Epoch [173][60/627] lr: 1.458e-02, eta: 15:05:58, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5854, loss_cls: 2.9456, loss: 2.9456 2020-07-03 19:47:27,055 - mmaction - INFO - Epoch [173][80/627] lr: 1.458e-02, eta: 15:05:36, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6188, loss_cls: 2.7392, loss: 2.7392 2020-07-03 19:47:44,770 - mmaction - INFO - Epoch [173][100/627] lr: 1.458e-02, eta: 15:05:14, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6250, loss_cls: 2.7355, loss: 2.7355 2020-07-03 19:48:02,474 - mmaction - INFO - Epoch [173][120/627] lr: 1.458e-02, eta: 15:04:52, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5917, loss_cls: 2.9717, loss: 2.9717 2020-07-03 19:48:20,154 - mmaction - INFO - Epoch [173][140/627] lr: 1.458e-02, eta: 15:04:29, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6292, loss_cls: 2.7178, loss: 2.7178 2020-07-03 19:48:37,834 - mmaction - INFO - Epoch [173][160/627] lr: 1.458e-02, eta: 15:04:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5583, loss_cls: 2.9749, loss: 2.9749 2020-07-03 19:48:55,521 - mmaction - INFO - Epoch [173][180/627] lr: 1.458e-02, eta: 15:03:45, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6083, loss_cls: 2.8991, loss: 2.8991 2020-07-03 19:49:13,258 - mmaction - INFO - Epoch [173][200/627] lr: 1.458e-02, eta: 15:03:23, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.7133, loss: 2.7133 2020-07-03 19:49:30,992 - mmaction - INFO - Epoch [173][220/627] lr: 1.458e-02, eta: 15:03:01, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6208, loss_cls: 2.7586, loss: 2.7586 2020-07-03 19:49:48,723 - mmaction - INFO - Epoch [173][240/627] lr: 1.458e-02, eta: 15:02:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6208, loss_cls: 2.8369, loss: 2.8369 2020-07-03 19:50:06,459 - mmaction - INFO - Epoch [173][260/627] lr: 1.458e-02, eta: 15:02:16, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5667, loss_cls: 3.0611, loss: 3.0611 2020-07-03 19:50:24,159 - mmaction - INFO - Epoch [173][280/627] lr: 1.458e-02, eta: 15:01:54, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6542, loss_cls: 2.6443, loss: 2.6443 2020-07-03 19:50:41,927 - mmaction - INFO - Epoch [173][300/627] lr: 1.458e-02, eta: 15:01:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6021, loss_cls: 2.9080, loss: 2.9080 2020-07-03 19:50:59,704 - mmaction - INFO - Epoch [173][320/627] lr: 1.458e-02, eta: 15:01:10, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6271, loss_cls: 2.7736, loss: 2.7736 2020-07-03 19:51:17,504 - mmaction - INFO - Epoch [173][340/627] lr: 1.458e-02, eta: 15:00:48, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5875, loss_cls: 2.9676, loss: 2.9676 2020-07-03 19:51:35,246 - mmaction - INFO - Epoch [173][360/627] lr: 1.458e-02, eta: 15:00:26, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5937, loss_cls: 2.8154, loss: 2.8154 2020-07-03 19:51:53,011 - mmaction - INFO - Epoch [173][380/627] lr: 1.458e-02, eta: 15:00:04, time: 0.888, data_time: 0.004, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6563, loss_cls: 2.6791, loss: 2.6791 2020-07-03 19:52:10,746 - mmaction - INFO - Epoch [173][400/627] lr: 1.458e-02, eta: 14:59:42, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6146, loss_cls: 2.7310, loss: 2.7310 2020-07-03 19:52:28,497 - mmaction - INFO - Epoch [173][420/627] lr: 1.458e-02, eta: 14:59:19, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5917, loss_cls: 2.8953, loss: 2.8953 2020-07-03 19:52:46,225 - mmaction - INFO - Epoch [173][440/627] lr: 1.458e-02, eta: 14:58:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6021, loss_cls: 2.8229, loss: 2.8229 2020-07-03 19:53:04,063 - mmaction - INFO - Epoch [173][460/627] lr: 1.458e-02, eta: 14:58:35, time: 0.893, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6146, loss_cls: 2.7775, loss: 2.7775 2020-07-03 19:53:21,764 - mmaction - INFO - Epoch [173][480/627] lr: 1.458e-02, eta: 14:58:13, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4188, top5_acc: 0.5979, loss_cls: 2.7929, loss: 2.7929 2020-07-03 19:53:39,514 - mmaction - INFO - Epoch [173][500/627] lr: 1.458e-02, eta: 14:57:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5896, loss_cls: 2.9255, loss: 2.9255 2020-07-03 19:53:57,266 - mmaction - INFO - Epoch [173][520/627] lr: 1.458e-02, eta: 14:57:29, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6083, loss_cls: 2.9077, loss: 2.9077 2020-07-03 19:54:15,309 - mmaction - INFO - Epoch [173][540/627] lr: 1.458e-02, eta: 14:57:07, time: 0.902, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5896, loss_cls: 2.9532, loss: 2.9532 2020-07-03 19:54:33,048 - mmaction - INFO - Epoch [173][560/627] lr: 1.458e-02, eta: 14:56:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6604, loss_cls: 2.6822, loss: 2.6822 2020-07-03 19:54:50,729 - mmaction - INFO - Epoch [173][580/627] lr: 1.458e-02, eta: 14:56:23, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5750, loss_cls: 2.8516, loss: 2.8516 2020-07-03 19:55:08,937 - mmaction - INFO - Epoch [173][600/627] lr: 1.458e-02, eta: 14:56:01, time: 0.910, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5750, loss_cls: 2.9368, loss: 2.9368 2020-07-03 19:55:26,609 - mmaction - INFO - Epoch [173][620/627] lr: 1.458e-02, eta: 14:55:39, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6188, loss_cls: 2.7788, loss: 2.7788 2020-07-03 19:57:24,179 - mmaction - INFO - Epoch [174][20/627] lr: 1.426e-02, eta: 14:55:52, time: 5.454, data_time: 4.318, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6000, loss_cls: 2.9572, loss: 2.9572 2020-07-03 19:57:41,782 - mmaction - INFO - Epoch [174][40/627] lr: 1.426e-02, eta: 14:55:29, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6521, loss_cls: 2.5654, loss: 2.5654 2020-07-03 19:57:59,417 - mmaction - INFO - Epoch [174][60/627] lr: 1.426e-02, eta: 14:55:07, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6583, loss_cls: 2.6641, loss: 2.6641 2020-07-03 19:58:17,072 - mmaction - INFO - Epoch [174][80/627] lr: 1.426e-02, eta: 14:54:45, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5792, loss_cls: 2.9202, loss: 2.9202 2020-07-03 19:58:34,746 - mmaction - INFO - Epoch [174][100/627] lr: 1.426e-02, eta: 14:54:23, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5979, loss_cls: 2.7857, loss: 2.7857 2020-07-03 19:58:52,456 - mmaction - INFO - Epoch [174][120/627] lr: 1.426e-02, eta: 14:54:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6354, loss_cls: 2.7491, loss: 2.7491 2020-07-03 19:59:10,201 - mmaction - INFO - Epoch [174][140/627] lr: 1.426e-02, eta: 14:53:39, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6333, loss_cls: 2.7922, loss: 2.7922 2020-07-03 19:59:27,934 - mmaction - INFO - Epoch [174][160/627] lr: 1.426e-02, eta: 14:53:16, time: 0.886, data_time: 0.005, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6042, loss_cls: 2.8847, loss: 2.8847 2020-07-03 19:59:45,658 - mmaction - INFO - Epoch [174][180/627] lr: 1.426e-02, eta: 14:52:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.5771, loss_cls: 3.0167, loss: 3.0167 2020-07-03 20:00:09,361 - mmaction - INFO - Epoch [174][200/627] lr: 1.426e-02, eta: 14:52:35, time: 1.149, data_time: 0.009, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6438, loss_cls: 2.7195, loss: 2.7195 2020-07-03 20:00:28,791 - mmaction - INFO - Epoch [174][220/627] lr: 1.426e-02, eta: 14:52:14, time: 1.007, data_time: 0.042, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6021, loss_cls: 2.8426, loss: 2.8426 2020-07-03 20:00:46,485 - mmaction - INFO - Epoch [174][240/627] lr: 1.426e-02, eta: 14:51:52, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5875, loss_cls: 2.9890, loss: 2.9890 2020-07-03 20:01:04,228 - mmaction - INFO - Epoch [174][260/627] lr: 1.426e-02, eta: 14:51:30, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6396, loss_cls: 2.7016, loss: 2.7016 2020-07-03 20:01:21,976 - mmaction - INFO - Epoch [174][280/627] lr: 1.426e-02, eta: 14:51:07, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6292, loss_cls: 2.6995, loss: 2.6995 2020-07-03 20:01:39,700 - mmaction - INFO - Epoch [174][300/627] lr: 1.426e-02, eta: 14:50:45, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6271, loss_cls: 2.7917, loss: 2.7917 2020-07-03 20:01:57,447 - mmaction - INFO - Epoch [174][320/627] lr: 1.426e-02, eta: 14:50:23, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5938, loss_cls: 2.9092, loss: 2.9092 2020-07-03 20:02:15,173 - mmaction - INFO - Epoch [174][340/627] lr: 1.426e-02, eta: 14:50:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.5875, loss_cls: 2.8615, loss: 2.8615 2020-07-03 20:02:32,912 - mmaction - INFO - Epoch [174][360/627] lr: 1.426e-02, eta: 14:49:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6250, loss_cls: 2.8343, loss: 2.8343 2020-07-03 20:02:50,685 - mmaction - INFO - Epoch [174][380/627] lr: 1.426e-02, eta: 14:49:17, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6562, loss_cls: 2.6388, loss: 2.6388 2020-07-03 20:03:08,407 - mmaction - INFO - Epoch [174][400/627] lr: 1.426e-02, eta: 14:48:55, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5833, loss_cls: 2.9314, loss: 2.9314 2020-07-03 20:03:26,149 - mmaction - INFO - Epoch [174][420/627] lr: 1.426e-02, eta: 14:48:33, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6146, loss_cls: 2.7482, loss: 2.7482 2020-07-03 20:03:43,879 - mmaction - INFO - Epoch [174][440/627] lr: 1.426e-02, eta: 14:48:11, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6021, loss_cls: 2.8414, loss: 2.8414 2020-07-03 20:04:01,606 - mmaction - INFO - Epoch [174][460/627] lr: 1.426e-02, eta: 14:47:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6188, loss_cls: 2.7980, loss: 2.7980 2020-07-03 20:04:19,320 - mmaction - INFO - Epoch [174][480/627] lr: 1.426e-02, eta: 14:47:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 2.9816, loss: 2.9816 2020-07-03 20:04:37,121 - mmaction - INFO - Epoch [174][500/627] lr: 1.426e-02, eta: 14:47:04, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6312, loss_cls: 2.7652, loss: 2.7652 2020-07-03 20:04:54,803 - mmaction - INFO - Epoch [174][520/627] lr: 1.426e-02, eta: 14:46:42, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6208, loss_cls: 2.7015, loss: 2.7015 2020-07-03 20:05:12,525 - mmaction - INFO - Epoch [174][540/627] lr: 1.426e-02, eta: 14:46:20, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6021, loss_cls: 2.8254, loss: 2.8254 2020-07-03 20:05:30,429 - mmaction - INFO - Epoch [174][560/627] lr: 1.426e-02, eta: 14:45:58, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5979, loss_cls: 2.8855, loss: 2.8855 2020-07-03 20:05:48,104 - mmaction - INFO - Epoch [174][580/627] lr: 1.426e-02, eta: 14:45:36, time: 0.891, data_time: 0.008, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6021, loss_cls: 2.8109, loss: 2.8109 2020-07-03 20:06:05,855 - mmaction - INFO - Epoch [174][600/627] lr: 1.426e-02, eta: 14:45:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5958, loss_cls: 2.9119, loss: 2.9119 2020-07-03 20:06:23,651 - mmaction - INFO - Epoch [174][620/627] lr: 1.426e-02, eta: 14:44:52, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6500, loss_cls: 2.6754, loss: 2.6754 2020-07-03 20:08:55,169 - mmaction - INFO - Epoch [175][20/627] lr: 1.395e-02, eta: 14:45:16, time: 6.631, data_time: 5.755, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5938, loss_cls: 2.9308, loss: 2.9308 2020-07-03 20:09:12,784 - mmaction - INFO - Epoch [175][40/627] lr: 1.395e-02, eta: 14:44:53, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6417, loss_cls: 2.7381, loss: 2.7381 2020-07-03 20:09:30,403 - mmaction - INFO - Epoch [175][60/627] lr: 1.395e-02, eta: 14:44:31, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6292, loss_cls: 2.8120, loss: 2.8120 2020-07-03 20:09:48,040 - mmaction - INFO - Epoch [175][80/627] lr: 1.395e-02, eta: 14:44:09, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6187, loss_cls: 2.8405, loss: 2.8405 2020-07-03 20:10:06,631 - mmaction - INFO - Epoch [175][100/627] lr: 1.395e-02, eta: 14:43:47, time: 0.930, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6500, loss_cls: 2.6664, loss: 2.6664 2020-07-03 20:10:24,261 - mmaction - INFO - Epoch [175][120/627] lr: 1.395e-02, eta: 14:43:25, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6083, loss_cls: 2.8465, loss: 2.8465 2020-07-03 20:10:41,942 - mmaction - INFO - Epoch [175][140/627] lr: 1.395e-02, eta: 14:43:03, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6146, loss_cls: 2.7677, loss: 2.7677 2020-07-03 20:10:59,631 - mmaction - INFO - Epoch [175][160/627] lr: 1.395e-02, eta: 14:42:41, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6042, loss_cls: 2.8614, loss: 2.8614 2020-07-03 20:11:17,291 - mmaction - INFO - Epoch [175][180/627] lr: 1.395e-02, eta: 14:42:19, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6333, loss_cls: 2.7357, loss: 2.7357 2020-07-03 20:11:34,988 - mmaction - INFO - Epoch [175][200/627] lr: 1.395e-02, eta: 14:41:57, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6250, loss_cls: 2.7767, loss: 2.7767 2020-07-03 20:11:52,715 - mmaction - INFO - Epoch [175][220/627] lr: 1.395e-02, eta: 14:41:35, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.5958, loss_cls: 2.8546, loss: 2.8546 2020-07-03 20:12:10,423 - mmaction - INFO - Epoch [175][240/627] lr: 1.395e-02, eta: 14:41:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6229, loss_cls: 2.7921, loss: 2.7921 2020-07-03 20:12:28,133 - mmaction - INFO - Epoch [175][260/627] lr: 1.395e-02, eta: 14:40:50, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6229, loss_cls: 2.7776, loss: 2.7776 2020-07-03 20:12:45,865 - mmaction - INFO - Epoch [175][280/627] lr: 1.395e-02, eta: 14:40:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6146, loss_cls: 2.8111, loss: 2.8111 2020-07-03 20:13:03,615 - mmaction - INFO - Epoch [175][300/627] lr: 1.395e-02, eta: 14:40:06, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.8167, loss: 2.8167 2020-07-03 20:13:21,369 - mmaction - INFO - Epoch [175][320/627] lr: 1.395e-02, eta: 14:39:44, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6208, loss_cls: 2.8416, loss: 2.8416 2020-07-03 20:13:39,185 - mmaction - INFO - Epoch [175][340/627] lr: 1.395e-02, eta: 14:39:22, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5979, loss_cls: 2.9143, loss: 2.9143 2020-07-03 20:13:56,884 - mmaction - INFO - Epoch [175][360/627] lr: 1.395e-02, eta: 14:39:00, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6417, loss_cls: 2.7685, loss: 2.7685 2020-07-03 20:14:14,579 - mmaction - INFO - Epoch [175][380/627] lr: 1.395e-02, eta: 14:38:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6021, loss_cls: 2.9313, loss: 2.9313 2020-07-03 20:14:32,297 - mmaction - INFO - Epoch [175][400/627] lr: 1.395e-02, eta: 14:38:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6312, loss_cls: 2.6604, loss: 2.6604 2020-07-03 20:14:49,959 - mmaction - INFO - Epoch [175][420/627] lr: 1.395e-02, eta: 14:37:54, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6188, loss_cls: 2.7901, loss: 2.7901 2020-07-03 20:15:07,662 - mmaction - INFO - Epoch [175][440/627] lr: 1.395e-02, eta: 14:37:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6646, loss_cls: 2.7372, loss: 2.7372 2020-07-03 20:15:25,325 - mmaction - INFO - Epoch [175][460/627] lr: 1.395e-02, eta: 14:37:09, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6000, loss_cls: 2.8912, loss: 2.8912 2020-07-03 20:15:43,004 - mmaction - INFO - Epoch [175][480/627] lr: 1.395e-02, eta: 14:36:47, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5917, loss_cls: 2.9559, loss: 2.9559 2020-07-03 20:16:00,742 - mmaction - INFO - Epoch [175][500/627] lr: 1.395e-02, eta: 14:36:25, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5958, loss_cls: 2.9386, loss: 2.9386 2020-07-03 20:16:18,452 - mmaction - INFO - Epoch [175][520/627] lr: 1.395e-02, eta: 14:36:03, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.5875, loss_cls: 2.8494, loss: 2.8494 2020-07-03 20:16:36,178 - mmaction - INFO - Epoch [175][540/627] lr: 1.395e-02, eta: 14:35:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5958, loss_cls: 2.9377, loss: 2.9377 2020-07-03 20:16:53,814 - mmaction - INFO - Epoch [175][560/627] lr: 1.395e-02, eta: 14:35:19, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6146, loss_cls: 2.8707, loss: 2.8707 2020-07-03 20:17:11,517 - mmaction - INFO - Epoch [175][580/627] lr: 1.395e-02, eta: 14:34:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5896, loss_cls: 2.8498, loss: 2.8498 2020-07-03 20:17:29,291 - mmaction - INFO - Epoch [175][600/627] lr: 1.395e-02, eta: 14:34:35, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6083, loss_cls: 2.9362, loss: 2.9362 2020-07-03 20:17:46,980 - mmaction - INFO - Epoch [175][620/627] lr: 1.395e-02, eta: 14:34:13, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3417, top5_acc: 0.5771, loss_cls: 3.0838, loss: 3.0838 2020-07-03 20:19:39,911 - mmaction - INFO - Epoch [176][20/627] lr: 1.364e-02, eta: 14:34:22, time: 5.208, data_time: 4.266, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6604, loss_cls: 2.5812, loss: 2.5812 2020-07-03 20:19:57,517 - mmaction - INFO - Epoch [176][40/627] lr: 1.364e-02, eta: 14:34:00, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6375, loss_cls: 2.7241, loss: 2.7241 2020-07-03 20:20:15,652 - mmaction - INFO - Epoch [176][60/627] lr: 1.364e-02, eta: 14:33:38, time: 0.907, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6063, loss_cls: 2.7962, loss: 2.7962 2020-07-03 20:20:33,341 - mmaction - INFO - Epoch [176][80/627] lr: 1.364e-02, eta: 14:33:16, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5812, loss_cls: 2.9554, loss: 2.9554 2020-07-03 20:20:51,381 - mmaction - INFO - Epoch [176][100/627] lr: 1.364e-02, eta: 14:32:54, time: 0.901, data_time: 0.021, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6625, loss_cls: 2.6310, loss: 2.6310 2020-07-03 20:21:09,079 - mmaction - INFO - Epoch [176][120/627] lr: 1.364e-02, eta: 14:32:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6042, loss_cls: 2.9061, loss: 2.9061 2020-07-03 20:21:26,780 - mmaction - INFO - Epoch [176][140/627] lr: 1.364e-02, eta: 14:32:09, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3521, top5_acc: 0.6083, loss_cls: 2.9021, loss: 2.9021 2020-07-03 20:21:44,458 - mmaction - INFO - Epoch [176][160/627] lr: 1.364e-02, eta: 14:31:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6021, loss_cls: 2.7297, loss: 2.7297 2020-07-03 20:22:02,155 - mmaction - INFO - Epoch [176][180/627] lr: 1.364e-02, eta: 14:31:25, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6146, loss_cls: 2.7889, loss: 2.7889 2020-07-03 20:22:19,899 - mmaction - INFO - Epoch [176][200/627] lr: 1.364e-02, eta: 14:31:03, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6312, loss_cls: 2.7655, loss: 2.7655 2020-07-03 20:22:37,634 - mmaction - INFO - Epoch [176][220/627] lr: 1.364e-02, eta: 14:30:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6208, loss_cls: 2.8177, loss: 2.8177 2020-07-03 20:22:55,361 - mmaction - INFO - Epoch [176][240/627] lr: 1.364e-02, eta: 14:30:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6187, loss_cls: 2.8481, loss: 2.8481 2020-07-03 20:23:13,070 - mmaction - INFO - Epoch [176][260/627] lr: 1.364e-02, eta: 14:29:57, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5792, loss_cls: 2.9345, loss: 2.9345 2020-07-03 20:23:30,778 - mmaction - INFO - Epoch [176][280/627] lr: 1.364e-02, eta: 14:29:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6000, loss_cls: 2.8743, loss: 2.8743 2020-07-03 20:23:48,506 - mmaction - INFO - Epoch [176][300/627] lr: 1.364e-02, eta: 14:29:13, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3583, top5_acc: 0.6312, loss_cls: 2.8806, loss: 2.8806 2020-07-03 20:24:06,230 - mmaction - INFO - Epoch [176][320/627] lr: 1.364e-02, eta: 14:28:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.6104, loss_cls: 2.8978, loss: 2.8978 2020-07-03 20:24:23,937 - mmaction - INFO - Epoch [176][340/627] lr: 1.364e-02, eta: 14:28:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5937, loss_cls: 2.9553, loss: 2.9553 2020-07-03 20:24:41,688 - mmaction - INFO - Epoch [176][360/627] lr: 1.364e-02, eta: 14:28:07, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6396, loss_cls: 2.7564, loss: 2.7564 2020-07-03 20:24:59,398 - mmaction - INFO - Epoch [176][380/627] lr: 1.364e-02, eta: 14:27:45, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6271, loss_cls: 2.7638, loss: 2.7638 2020-07-03 20:25:17,122 - mmaction - INFO - Epoch [176][400/627] lr: 1.364e-02, eta: 14:27:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6146, loss_cls: 2.8476, loss: 2.8476 2020-07-03 20:25:34,920 - mmaction - INFO - Epoch [176][420/627] lr: 1.364e-02, eta: 14:27:00, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6000, loss_cls: 2.8456, loss: 2.8456 2020-07-03 20:25:52,640 - mmaction - INFO - Epoch [176][440/627] lr: 1.364e-02, eta: 14:26:38, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5917, loss_cls: 2.8691, loss: 2.8691 2020-07-03 20:26:10,375 - mmaction - INFO - Epoch [176][460/627] lr: 1.364e-02, eta: 14:26:16, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6292, loss_cls: 2.7853, loss: 2.7853 2020-07-03 20:26:28,129 - mmaction - INFO - Epoch [176][480/627] lr: 1.364e-02, eta: 14:25:54, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6375, loss_cls: 2.6642, loss: 2.6642 2020-07-03 20:26:45,886 - mmaction - INFO - Epoch [176][500/627] lr: 1.364e-02, eta: 14:25:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.5896, loss_cls: 2.8650, loss: 2.8650 2020-07-03 20:27:03,661 - mmaction - INFO - Epoch [176][520/627] lr: 1.364e-02, eta: 14:25:10, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6208, loss_cls: 2.7808, loss: 2.7808 2020-07-03 20:27:21,371 - mmaction - INFO - Epoch [176][540/627] lr: 1.364e-02, eta: 14:24:48, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6271, loss_cls: 2.7643, loss: 2.7643 2020-07-03 20:27:39,144 - mmaction - INFO - Epoch [176][560/627] lr: 1.364e-02, eta: 14:24:26, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6354, loss_cls: 2.7843, loss: 2.7843 2020-07-03 20:27:56,903 - mmaction - INFO - Epoch [176][580/627] lr: 1.364e-02, eta: 14:24:04, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6146, loss_cls: 2.8060, loss: 2.8060 2020-07-03 20:28:14,607 - mmaction - INFO - Epoch [176][600/627] lr: 1.364e-02, eta: 14:23:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6271, loss_cls: 2.7382, loss: 2.7382 2020-07-03 20:28:32,389 - mmaction - INFO - Epoch [176][620/627] lr: 1.364e-02, eta: 14:23:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6271, loss_cls: 2.7898, loss: 2.7898 2020-07-03 20:28:40,316 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-07-03 20:30:32,123 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 20:30:33,096 - mmaction - INFO - top1_acc 0.4449 top5_acc 0.6852 2020-07-03 20:30:33,096 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 20:30:33,188 - mmaction - INFO - mean_acc 0.4449 2020-07-03 20:30:33,196 - mmaction - INFO - Epoch [176][627/627] lr: 1.364e-02, top1_acc: 0.4449, top5_acc: 0.6852, mean_class_accuracy: 0.4449 2020-07-03 20:32:31,364 - mmaction - INFO - Epoch [177][20/627] lr: 1.333e-02, eta: 14:23:35, time: 5.902, data_time: 4.995, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6188, loss_cls: 2.7178, loss: 2.7178 2020-07-03 20:32:49,255 - mmaction - INFO - Epoch [177][40/627] lr: 1.333e-02, eta: 14:23:13, time: 0.900, data_time: 0.014, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6250, loss_cls: 2.6788, loss: 2.6788 2020-07-03 20:33:06,822 - mmaction - INFO - Epoch [177][60/627] lr: 1.333e-02, eta: 14:22:51, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6083, loss_cls: 2.8669, loss: 2.8669 2020-07-03 20:33:24,454 - mmaction - INFO - Epoch [177][80/627] lr: 1.333e-02, eta: 14:22:29, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5854, loss_cls: 2.9499, loss: 2.9499 2020-07-03 20:33:42,141 - mmaction - INFO - Epoch [177][100/627] lr: 1.333e-02, eta: 14:22:07, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6396, loss_cls: 2.7481, loss: 2.7481 2020-07-03 20:33:59,798 - mmaction - INFO - Epoch [177][120/627] lr: 1.333e-02, eta: 14:21:45, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6021, loss_cls: 2.8557, loss: 2.8557 2020-07-03 20:34:17,486 - mmaction - INFO - Epoch [177][140/627] lr: 1.333e-02, eta: 14:21:23, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6333, loss_cls: 2.7086, loss: 2.7086 2020-07-03 20:34:35,191 - mmaction - INFO - Epoch [177][160/627] lr: 1.333e-02, eta: 14:21:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6208, loss_cls: 2.7499, loss: 2.7499 2020-07-03 20:34:52,914 - mmaction - INFO - Epoch [177][180/627] lr: 1.333e-02, eta: 14:20:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6292, loss_cls: 2.8101, loss: 2.8101 2020-07-03 20:35:11,807 - mmaction - INFO - Epoch [177][200/627] lr: 1.333e-02, eta: 14:20:17, time: 0.945, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6542, loss_cls: 2.6340, loss: 2.6340 2020-07-03 20:35:29,527 - mmaction - INFO - Epoch [177][220/627] lr: 1.333e-02, eta: 14:19:55, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8192, loss: 2.8192 2020-07-03 20:35:47,233 - mmaction - INFO - Epoch [177][240/627] lr: 1.333e-02, eta: 14:19:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6479, loss_cls: 2.7498, loss: 2.7498 2020-07-03 20:36:04,985 - mmaction - INFO - Epoch [177][260/627] lr: 1.333e-02, eta: 14:19:11, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6167, loss_cls: 2.7713, loss: 2.7713 2020-07-03 20:36:22,695 - mmaction - INFO - Epoch [177][280/627] lr: 1.333e-02, eta: 14:18:49, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6292, loss_cls: 2.6566, loss: 2.6566 2020-07-03 20:36:40,428 - mmaction - INFO - Epoch [177][300/627] lr: 1.333e-02, eta: 14:18:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6292, loss_cls: 2.6892, loss: 2.6892 2020-07-03 20:36:58,184 - mmaction - INFO - Epoch [177][320/627] lr: 1.333e-02, eta: 14:18:05, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5979, loss_cls: 2.8518, loss: 2.8518 2020-07-03 20:37:15,901 - mmaction - INFO - Epoch [177][340/627] lr: 1.333e-02, eta: 14:17:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6500, loss_cls: 2.7809, loss: 2.7809 2020-07-03 20:37:33,644 - mmaction - INFO - Epoch [177][360/627] lr: 1.333e-02, eta: 14:17:21, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6250, loss_cls: 2.7573, loss: 2.7573 2020-07-03 20:37:51,301 - mmaction - INFO - Epoch [177][380/627] lr: 1.333e-02, eta: 14:16:59, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6292, loss_cls: 2.7958, loss: 2.7958 2020-07-03 20:38:09,612 - mmaction - INFO - Epoch [177][400/627] lr: 1.333e-02, eta: 14:16:37, time: 0.912, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6167, loss_cls: 2.7777, loss: 2.7777 2020-07-03 20:38:27,308 - mmaction - INFO - Epoch [177][420/627] lr: 1.333e-02, eta: 14:16:15, time: 0.888, data_time: 0.004, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6042, loss_cls: 2.8813, loss: 2.8813 2020-07-03 20:38:44,965 - mmaction - INFO - Epoch [177][440/627] lr: 1.333e-02, eta: 14:15:53, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.5958, loss_cls: 2.8749, loss: 2.8749 2020-07-03 20:39:02,679 - mmaction - INFO - Epoch [177][460/627] lr: 1.333e-02, eta: 14:15:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6146, loss_cls: 2.8150, loss: 2.8150 2020-07-03 20:39:20,411 - mmaction - INFO - Epoch [177][480/627] lr: 1.333e-02, eta: 14:15:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5979, loss_cls: 2.8942, loss: 2.8942 2020-07-03 20:39:38,163 - mmaction - INFO - Epoch [177][500/627] lr: 1.333e-02, eta: 14:14:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6271, loss_cls: 2.8198, loss: 2.8198 2020-07-03 20:39:55,889 - mmaction - INFO - Epoch [177][520/627] lr: 1.333e-02, eta: 14:14:25, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3521, top5_acc: 0.5917, loss_cls: 2.9512, loss: 2.9512 2020-07-03 20:40:13,658 - mmaction - INFO - Epoch [177][540/627] lr: 1.333e-02, eta: 14:14:03, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6354, loss_cls: 2.7382, loss: 2.7382 2020-07-03 20:40:31,479 - mmaction - INFO - Epoch [177][560/627] lr: 1.333e-02, eta: 14:13:41, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5729, loss_cls: 3.0310, loss: 3.0310 2020-07-03 20:40:49,246 - mmaction - INFO - Epoch [177][580/627] lr: 1.333e-02, eta: 14:13:19, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6312, loss_cls: 2.9231, loss: 2.9231 2020-07-03 20:41:06,982 - mmaction - INFO - Epoch [177][600/627] lr: 1.333e-02, eta: 14:12:57, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6438, loss_cls: 2.6689, loss: 2.6689 2020-07-03 20:41:24,738 - mmaction - INFO - Epoch [177][620/627] lr: 1.333e-02, eta: 14:12:35, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6042, loss_cls: 2.8433, loss: 2.8433 2020-07-03 20:43:24,713 - mmaction - INFO - Epoch [178][20/627] lr: 1.303e-02, eta: 14:12:46, time: 5.641, data_time: 3.923, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6104, loss_cls: 2.8292, loss: 2.8292 2020-07-03 20:43:42,361 - mmaction - INFO - Epoch [178][40/627] lr: 1.303e-02, eta: 14:12:24, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6250, loss_cls: 2.7134, loss: 2.7134 2020-07-03 20:43:59,963 - mmaction - INFO - Epoch [178][60/627] lr: 1.303e-02, eta: 14:12:02, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6250, loss_cls: 2.7687, loss: 2.7687 2020-07-03 20:44:17,650 - mmaction - INFO - Epoch [178][80/627] lr: 1.303e-02, eta: 14:11:40, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6500, loss_cls: 2.6673, loss: 2.6673 2020-07-03 20:44:35,339 - mmaction - INFO - Epoch [178][100/627] lr: 1.303e-02, eta: 14:11:18, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6271, loss_cls: 2.7430, loss: 2.7430 2020-07-03 20:44:53,091 - mmaction - INFO - Epoch [178][120/627] lr: 1.303e-02, eta: 14:10:56, time: 0.887, data_time: 0.007, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6250, loss_cls: 2.7171, loss: 2.7171 2020-07-03 20:45:11,236 - mmaction - INFO - Epoch [178][140/627] lr: 1.303e-02, eta: 14:10:34, time: 0.908, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6167, loss_cls: 2.8169, loss: 2.8169 2020-07-03 20:45:28,931 - mmaction - INFO - Epoch [178][160/627] lr: 1.303e-02, eta: 14:10:12, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.6977, loss: 2.6977 2020-07-03 20:45:46,704 - mmaction - INFO - Epoch [178][180/627] lr: 1.303e-02, eta: 14:09:50, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6292, loss_cls: 2.7726, loss: 2.7726 2020-07-03 20:46:04,459 - mmaction - INFO - Epoch [178][200/627] lr: 1.303e-02, eta: 14:09:28, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6458, loss_cls: 2.6867, loss: 2.6867 2020-07-03 20:46:22,176 - mmaction - INFO - Epoch [178][220/627] lr: 1.303e-02, eta: 14:09:06, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6021, loss_cls: 2.8749, loss: 2.8749 2020-07-03 20:46:39,938 - mmaction - INFO - Epoch [178][240/627] lr: 1.303e-02, eta: 14:08:44, time: 0.889, data_time: 0.008, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6312, loss_cls: 2.8445, loss: 2.8445 2020-07-03 20:46:57,714 - mmaction - INFO - Epoch [178][260/627] lr: 1.303e-02, eta: 14:08:22, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6271, loss_cls: 2.8902, loss: 2.8902 2020-07-03 20:47:15,384 - mmaction - INFO - Epoch [178][280/627] lr: 1.303e-02, eta: 14:08:00, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6479, loss_cls: 2.6293, loss: 2.6293 2020-07-03 20:47:33,098 - mmaction - INFO - Epoch [178][300/627] lr: 1.303e-02, eta: 14:07:38, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6271, loss_cls: 2.8113, loss: 2.8113 2020-07-03 20:47:50,970 - mmaction - INFO - Epoch [178][320/627] lr: 1.303e-02, eta: 14:07:16, time: 0.894, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.5958, loss_cls: 2.9099, loss: 2.9099 2020-07-03 20:48:08,619 - mmaction - INFO - Epoch [178][340/627] lr: 1.303e-02, eta: 14:06:54, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6271, loss_cls: 2.7449, loss: 2.7449 2020-07-03 20:48:26,380 - mmaction - INFO - Epoch [178][360/627] lr: 1.303e-02, eta: 14:06:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6417, loss_cls: 2.7334, loss: 2.7334 2020-07-03 20:48:44,122 - mmaction - INFO - Epoch [178][380/627] lr: 1.303e-02, eta: 14:06:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6687, loss_cls: 2.6288, loss: 2.6288 2020-07-03 20:49:01,845 - mmaction - INFO - Epoch [178][400/627] lr: 1.303e-02, eta: 14:05:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6021, loss_cls: 2.8004, loss: 2.8004 2020-07-03 20:49:19,611 - mmaction - INFO - Epoch [178][420/627] lr: 1.303e-02, eta: 14:05:26, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6313, loss_cls: 2.8548, loss: 2.8548 2020-07-03 20:49:37,336 - mmaction - INFO - Epoch [178][440/627] lr: 1.303e-02, eta: 14:05:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6271, loss_cls: 2.7802, loss: 2.7802 2020-07-03 20:49:55,058 - mmaction - INFO - Epoch [178][460/627] lr: 1.303e-02, eta: 14:04:42, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6167, loss_cls: 2.7304, loss: 2.7304 2020-07-03 20:50:12,813 - mmaction - INFO - Epoch [178][480/627] lr: 1.303e-02, eta: 14:04:20, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6250, loss_cls: 2.7745, loss: 2.7745 2020-07-03 20:50:30,518 - mmaction - INFO - Epoch [178][500/627] lr: 1.303e-02, eta: 14:03:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6458, loss_cls: 2.7829, loss: 2.7829 2020-07-03 20:50:48,239 - mmaction - INFO - Epoch [178][520/627] lr: 1.303e-02, eta: 14:03:36, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6083, loss_cls: 2.8810, loss: 2.8810 2020-07-03 20:51:05,919 - mmaction - INFO - Epoch [178][540/627] lr: 1.303e-02, eta: 14:03:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6125, loss_cls: 2.8577, loss: 2.8577 2020-07-03 20:51:23,654 - mmaction - INFO - Epoch [178][560/627] lr: 1.303e-02, eta: 14:02:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.6042, loss_cls: 2.8651, loss: 2.8651 2020-07-03 20:51:41,335 - mmaction - INFO - Epoch [178][580/627] lr: 1.303e-02, eta: 14:02:30, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6417, loss_cls: 2.6987, loss: 2.6987 2020-07-03 20:51:59,036 - mmaction - INFO - Epoch [178][600/627] lr: 1.303e-02, eta: 14:02:08, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6083, loss_cls: 2.8287, loss: 2.8287 2020-07-03 20:52:16,750 - mmaction - INFO - Epoch [178][620/627] lr: 1.303e-02, eta: 14:01:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6146, loss_cls: 2.9742, loss: 2.9742 2020-07-03 20:54:02,341 - mmaction - INFO - Epoch [179][20/627] lr: 1.273e-02, eta: 14:01:50, time: 4.899, data_time: 3.990, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6146, loss_cls: 2.8470, loss: 2.8470 2020-07-03 20:54:19,980 - mmaction - INFO - Epoch [179][40/627] lr: 1.273e-02, eta: 14:01:28, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5958, loss_cls: 2.8422, loss: 2.8422 2020-07-03 20:54:37,606 - mmaction - INFO - Epoch [179][60/627] lr: 1.273e-02, eta: 14:01:06, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6208, loss_cls: 2.7986, loss: 2.7986 2020-07-03 20:54:55,285 - mmaction - INFO - Epoch [179][80/627] lr: 1.273e-02, eta: 14:00:44, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6146, loss_cls: 2.7239, loss: 2.7239 2020-07-03 20:55:12,955 - mmaction - INFO - Epoch [179][100/627] lr: 1.273e-02, eta: 14:00:22, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6542, loss_cls: 2.6305, loss: 2.6305 2020-07-03 20:55:30,632 - mmaction - INFO - Epoch [179][120/627] lr: 1.273e-02, eta: 14:00:00, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6271, loss_cls: 2.7452, loss: 2.7452 2020-07-03 20:55:48,332 - mmaction - INFO - Epoch [179][140/627] lr: 1.273e-02, eta: 13:59:38, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6604, loss_cls: 2.5951, loss: 2.5951 2020-07-03 20:56:06,034 - mmaction - INFO - Epoch [179][160/627] lr: 1.273e-02, eta: 13:59:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6292, loss_cls: 2.7702, loss: 2.7702 2020-07-03 20:56:23,804 - mmaction - INFO - Epoch [179][180/627] lr: 1.273e-02, eta: 13:58:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6313, loss_cls: 2.6869, loss: 2.6869 2020-07-03 20:56:41,548 - mmaction - INFO - Epoch [179][200/627] lr: 1.273e-02, eta: 13:58:32, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6292, loss_cls: 2.8089, loss: 2.8089 2020-07-03 20:56:59,297 - mmaction - INFO - Epoch [179][220/627] lr: 1.273e-02, eta: 13:58:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6292, loss_cls: 2.7796, loss: 2.7796 2020-07-03 20:57:17,048 - mmaction - INFO - Epoch [179][240/627] lr: 1.273e-02, eta: 13:57:48, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6437, loss_cls: 2.7740, loss: 2.7740 2020-07-03 20:57:34,759 - mmaction - INFO - Epoch [179][260/627] lr: 1.273e-02, eta: 13:57:26, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5937, loss_cls: 2.8763, loss: 2.8763 2020-07-03 20:57:52,453 - mmaction - INFO - Epoch [179][280/627] lr: 1.273e-02, eta: 13:57:04, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6208, loss_cls: 2.6874, loss: 2.6874 2020-07-03 20:58:10,228 - mmaction - INFO - Epoch [179][300/627] lr: 1.273e-02, eta: 13:56:42, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6125, loss_cls: 2.8785, loss: 2.8785 2020-07-03 20:58:27,989 - mmaction - INFO - Epoch [179][320/627] lr: 1.273e-02, eta: 13:56:20, time: 0.890, data_time: 0.007, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6292, loss_cls: 2.7381, loss: 2.7381 2020-07-03 20:58:45,725 - mmaction - INFO - Epoch [179][340/627] lr: 1.273e-02, eta: 13:55:58, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6479, loss_cls: 2.6698, loss: 2.6698 2020-07-03 20:59:03,491 - mmaction - INFO - Epoch [179][360/627] lr: 1.273e-02, eta: 13:55:36, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6479, loss_cls: 2.7198, loss: 2.7198 2020-07-03 20:59:21,241 - mmaction - INFO - Epoch [179][380/627] lr: 1.273e-02, eta: 13:55:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6604, loss_cls: 2.5371, loss: 2.5371 2020-07-03 20:59:38,956 - mmaction - INFO - Epoch [179][400/627] lr: 1.273e-02, eta: 13:54:52, time: 0.887, data_time: 0.005, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6000, loss_cls: 2.8469, loss: 2.8469 2020-07-03 20:59:56,667 - mmaction - INFO - Epoch [179][420/627] lr: 1.273e-02, eta: 13:54:30, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6354, loss_cls: 2.7810, loss: 2.7810 2020-07-03 21:00:25,724 - mmaction - INFO - Epoch [179][440/627] lr: 1.273e-02, eta: 13:54:13, time: 1.448, data_time: 0.005, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6021, loss_cls: 2.8470, loss: 2.8470 2020-07-03 21:00:43,455 - mmaction - INFO - Epoch [179][460/627] lr: 1.273e-02, eta: 13:53:51, time: 0.892, data_time: 0.012, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6208, loss_cls: 2.7634, loss: 2.7634 2020-07-03 21:01:01,173 - mmaction - INFO - Epoch [179][480/627] lr: 1.273e-02, eta: 13:53:29, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.5771, loss_cls: 3.0502, loss: 3.0502 2020-07-03 21:01:18,902 - mmaction - INFO - Epoch [179][500/627] lr: 1.273e-02, eta: 13:53:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6271, loss_cls: 2.7543, loss: 2.7543 2020-07-03 21:01:36,628 - mmaction - INFO - Epoch [179][520/627] lr: 1.273e-02, eta: 13:52:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6542, loss_cls: 2.6823, loss: 2.6823 2020-07-03 21:01:54,349 - mmaction - INFO - Epoch [179][540/627] lr: 1.273e-02, eta: 13:52:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6292, loss_cls: 2.7050, loss: 2.7050 2020-07-03 21:02:12,070 - mmaction - INFO - Epoch [179][560/627] lr: 1.273e-02, eta: 13:52:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6375, loss_cls: 2.6424, loss: 2.6424 2020-07-03 21:02:29,812 - mmaction - INFO - Epoch [179][580/627] lr: 1.273e-02, eta: 13:51:39, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6208, loss_cls: 2.7885, loss: 2.7885 2020-07-03 21:02:47,539 - mmaction - INFO - Epoch [179][600/627] lr: 1.273e-02, eta: 13:51:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6000, loss_cls: 2.7919, loss: 2.7919 2020-07-03 21:03:05,299 - mmaction - INFO - Epoch [179][620/627] lr: 1.273e-02, eta: 13:50:56, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6229, loss_cls: 2.7600, loss: 2.7600 2020-07-03 21:05:30,843 - mmaction - INFO - Epoch [180][20/627] lr: 1.243e-02, eta: 13:51:13, time: 6.479, data_time: 5.529, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6021, loss_cls: 2.9118, loss: 2.9118 2020-07-03 21:05:48,490 - mmaction - INFO - Epoch [180][40/627] lr: 1.243e-02, eta: 13:50:51, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.3563, top5_acc: 0.5583, loss_cls: 3.0549, loss: 3.0549 2020-07-03 21:06:06,075 - mmaction - INFO - Epoch [180][60/627] lr: 1.243e-02, eta: 13:50:29, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6396, loss_cls: 2.7814, loss: 2.7814 2020-07-03 21:06:23,735 - mmaction - INFO - Epoch [180][80/627] lr: 1.243e-02, eta: 13:50:07, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6208, loss_cls: 2.7734, loss: 2.7734 2020-07-03 21:06:41,461 - mmaction - INFO - Epoch [180][100/627] lr: 1.243e-02, eta: 13:49:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6333, loss_cls: 2.7524, loss: 2.7524 2020-07-03 21:06:59,171 - mmaction - INFO - Epoch [180][120/627] lr: 1.243e-02, eta: 13:49:23, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6292, loss_cls: 2.8029, loss: 2.8029 2020-07-03 21:07:16,896 - mmaction - INFO - Epoch [180][140/627] lr: 1.243e-02, eta: 13:49:01, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6417, loss_cls: 2.7520, loss: 2.7520 2020-07-03 21:07:34,636 - mmaction - INFO - Epoch [180][160/627] lr: 1.243e-02, eta: 13:48:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3562, top5_acc: 0.5854, loss_cls: 2.9737, loss: 2.9737 2020-07-03 21:07:52,350 - mmaction - INFO - Epoch [180][180/627] lr: 1.243e-02, eta: 13:48:17, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6396, loss_cls: 2.7286, loss: 2.7286 2020-07-03 21:08:10,066 - mmaction - INFO - Epoch [180][200/627] lr: 1.243e-02, eta: 13:47:55, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3687, top5_acc: 0.6042, loss_cls: 2.9007, loss: 2.9007 2020-07-03 21:08:27,805 - mmaction - INFO - Epoch [180][220/627] lr: 1.243e-02, eta: 13:47:33, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6063, loss_cls: 2.8575, loss: 2.8575 2020-07-03 21:08:45,494 - mmaction - INFO - Epoch [180][240/627] lr: 1.243e-02, eta: 13:47:11, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6146, loss_cls: 2.8448, loss: 2.8448 2020-07-03 21:09:03,216 - mmaction - INFO - Epoch [180][260/627] lr: 1.243e-02, eta: 13:46:49, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6208, loss_cls: 2.7457, loss: 2.7457 2020-07-03 21:09:20,950 - mmaction - INFO - Epoch [180][280/627] lr: 1.243e-02, eta: 13:46:27, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6333, loss_cls: 2.7314, loss: 2.7314 2020-07-03 21:09:38,648 - mmaction - INFO - Epoch [180][300/627] lr: 1.243e-02, eta: 13:46:06, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6208, loss_cls: 2.7533, loss: 2.7533 2020-07-03 21:09:56,361 - mmaction - INFO - Epoch [180][320/627] lr: 1.243e-02, eta: 13:45:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5833, loss_cls: 2.9419, loss: 2.9419 2020-07-03 21:10:14,077 - mmaction - INFO - Epoch [180][340/627] lr: 1.243e-02, eta: 13:45:22, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6146, loss_cls: 2.9053, loss: 2.9053 2020-07-03 21:10:31,850 - mmaction - INFO - Epoch [180][360/627] lr: 1.243e-02, eta: 13:45:00, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6229, loss_cls: 2.7806, loss: 2.7806 2020-07-03 21:10:49,553 - mmaction - INFO - Epoch [180][380/627] lr: 1.243e-02, eta: 13:44:38, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6146, loss_cls: 2.8043, loss: 2.8043 2020-07-03 21:11:07,294 - mmaction - INFO - Epoch [180][400/627] lr: 1.243e-02, eta: 13:44:16, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6229, loss_cls: 2.7531, loss: 2.7531 2020-07-03 21:11:25,032 - mmaction - INFO - Epoch [180][420/627] lr: 1.243e-02, eta: 13:43:54, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6396, loss_cls: 2.7785, loss: 2.7785 2020-07-03 21:11:42,764 - mmaction - INFO - Epoch [180][440/627] lr: 1.243e-02, eta: 13:43:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.5917, loss_cls: 2.8335, loss: 2.8335 2020-07-03 21:12:00,479 - mmaction - INFO - Epoch [180][460/627] lr: 1.243e-02, eta: 13:43:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6292, loss_cls: 2.8287, loss: 2.8287 2020-07-03 21:12:18,274 - mmaction - INFO - Epoch [180][480/627] lr: 1.243e-02, eta: 13:42:48, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6312, loss_cls: 2.6709, loss: 2.6709 2020-07-03 21:12:36,032 - mmaction - INFO - Epoch [180][500/627] lr: 1.243e-02, eta: 13:42:26, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6792, loss_cls: 2.5575, loss: 2.5575 2020-07-03 21:12:53,759 - mmaction - INFO - Epoch [180][520/627] lr: 1.243e-02, eta: 13:42:04, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6583, loss_cls: 2.5329, loss: 2.5329 2020-07-03 21:13:11,490 - mmaction - INFO - Epoch [180][540/627] lr: 1.243e-02, eta: 13:41:42, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6229, loss_cls: 2.8115, loss: 2.8115 2020-07-03 21:13:29,301 - mmaction - INFO - Epoch [180][560/627] lr: 1.243e-02, eta: 13:41:20, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6229, loss_cls: 2.7189, loss: 2.7189 2020-07-03 21:13:46,999 - mmaction - INFO - Epoch [180][580/627] lr: 1.243e-02, eta: 13:40:58, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6292, loss_cls: 2.7875, loss: 2.7875 2020-07-03 21:14:04,729 - mmaction - INFO - Epoch [180][600/627] lr: 1.243e-02, eta: 13:40:36, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6146, loss_cls: 2.7630, loss: 2.7630 2020-07-03 21:14:22,416 - mmaction - INFO - Epoch [180][620/627] lr: 1.243e-02, eta: 13:40:14, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6167, loss_cls: 2.7836, loss: 2.7836 2020-07-03 21:16:13,338 - mmaction - INFO - Epoch [181][20/627] lr: 1.213e-02, eta: 13:40:20, time: 5.182, data_time: 4.260, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6208, loss_cls: 2.8166, loss: 2.8166 2020-07-03 21:16:30,944 - mmaction - INFO - Epoch [181][40/627] lr: 1.213e-02, eta: 13:39:58, time: 0.885, data_time: 0.008, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6125, loss_cls: 2.8873, loss: 2.8873 2020-07-03 21:16:48,606 - mmaction - INFO - Epoch [181][60/627] lr: 1.213e-02, eta: 13:39:36, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5875, loss_cls: 2.9495, loss: 2.9495 2020-07-03 21:17:06,348 - mmaction - INFO - Epoch [181][80/627] lr: 1.213e-02, eta: 13:39:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3938, top5_acc: 0.5729, loss_cls: 2.9384, loss: 2.9384 2020-07-03 21:17:24,077 - mmaction - INFO - Epoch [181][100/627] lr: 1.213e-02, eta: 13:38:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6292, loss_cls: 2.6922, loss: 2.6922 2020-07-03 21:17:41,808 - mmaction - INFO - Epoch [181][120/627] lr: 1.213e-02, eta: 13:38:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6458, loss_cls: 2.6539, loss: 2.6539 2020-07-03 21:17:59,508 - mmaction - INFO - Epoch [181][140/627] lr: 1.213e-02, eta: 13:38:08, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6333, loss_cls: 2.7877, loss: 2.7877 2020-07-03 21:18:17,243 - mmaction - INFO - Epoch [181][160/627] lr: 1.213e-02, eta: 13:37:46, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5813, loss_cls: 2.9692, loss: 2.9692 2020-07-03 21:18:34,959 - mmaction - INFO - Epoch [181][180/627] lr: 1.213e-02, eta: 13:37:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6208, loss_cls: 2.7724, loss: 2.7724 2020-07-03 21:18:52,682 - mmaction - INFO - Epoch [181][200/627] lr: 1.213e-02, eta: 13:37:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.5833, loss_cls: 2.7951, loss: 2.7951 2020-07-03 21:19:10,373 - mmaction - INFO - Epoch [181][220/627] lr: 1.213e-02, eta: 13:36:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.5937, loss_cls: 2.9167, loss: 2.9167 2020-07-03 21:19:28,108 - mmaction - INFO - Epoch [181][240/627] lr: 1.213e-02, eta: 13:36:18, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6375, loss_cls: 2.6638, loss: 2.6638 2020-07-03 21:19:45,816 - mmaction - INFO - Epoch [181][260/627] lr: 1.213e-02, eta: 13:35:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6125, loss_cls: 2.7306, loss: 2.7306 2020-07-03 21:20:04,298 - mmaction - INFO - Epoch [181][280/627] lr: 1.213e-02, eta: 13:35:35, time: 0.924, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6417, loss_cls: 2.6113, loss: 2.6113 2020-07-03 21:20:22,016 - mmaction - INFO - Epoch [181][300/627] lr: 1.213e-02, eta: 13:35:13, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3687, top5_acc: 0.6000, loss_cls: 2.9455, loss: 2.9455 2020-07-03 21:20:39,723 - mmaction - INFO - Epoch [181][320/627] lr: 1.213e-02, eta: 13:34:51, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6646, loss_cls: 2.6500, loss: 2.6500 2020-07-03 21:20:57,447 - mmaction - INFO - Epoch [181][340/627] lr: 1.213e-02, eta: 13:34:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3687, top5_acc: 0.6000, loss_cls: 2.9787, loss: 2.9787 2020-07-03 21:21:15,161 - mmaction - INFO - Epoch [181][360/627] lr: 1.213e-02, eta: 13:34:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6396, loss_cls: 2.6435, loss: 2.6435 2020-07-03 21:21:32,887 - mmaction - INFO - Epoch [181][380/627] lr: 1.213e-02, eta: 13:33:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5813, loss_cls: 2.9008, loss: 2.9008 2020-07-03 21:21:50,634 - mmaction - INFO - Epoch [181][400/627] lr: 1.213e-02, eta: 13:33:23, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6062, loss_cls: 2.8245, loss: 2.8245 2020-07-03 21:22:08,350 - mmaction - INFO - Epoch [181][420/627] lr: 1.213e-02, eta: 13:33:01, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6167, loss_cls: 2.8607, loss: 2.8607 2020-07-03 21:22:26,133 - mmaction - INFO - Epoch [181][440/627] lr: 1.213e-02, eta: 13:32:39, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6312, loss_cls: 2.7564, loss: 2.7564 2020-07-03 21:22:43,927 - mmaction - INFO - Epoch [181][460/627] lr: 1.213e-02, eta: 13:32:17, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6271, loss_cls: 2.7940, loss: 2.7940 2020-07-03 21:23:01,724 - mmaction - INFO - Epoch [181][480/627] lr: 1.213e-02, eta: 13:31:55, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6125, loss_cls: 2.6995, loss: 2.6995 2020-07-03 21:23:19,381 - mmaction - INFO - Epoch [181][500/627] lr: 1.213e-02, eta: 13:31:33, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8545, loss: 2.8545 2020-07-03 21:23:37,108 - mmaction - INFO - Epoch [181][520/627] lr: 1.213e-02, eta: 13:31:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5938, loss_cls: 2.9110, loss: 2.9110 2020-07-03 21:23:54,851 - mmaction - INFO - Epoch [181][540/627] lr: 1.213e-02, eta: 13:30:50, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6542, loss_cls: 2.7052, loss: 2.7052 2020-07-03 21:24:12,617 - mmaction - INFO - Epoch [181][560/627] lr: 1.213e-02, eta: 13:30:28, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6333, loss_cls: 2.6942, loss: 2.6942 2020-07-03 21:24:30,285 - mmaction - INFO - Epoch [181][580/627] lr: 1.213e-02, eta: 13:30:06, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6583, loss_cls: 2.6340, loss: 2.6340 2020-07-03 21:24:48,085 - mmaction - INFO - Epoch [181][600/627] lr: 1.213e-02, eta: 13:29:44, time: 0.889, data_time: 0.000, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6458, loss_cls: 2.7062, loss: 2.7062 2020-07-03 21:25:05,926 - mmaction - INFO - Epoch [181][620/627] lr: 1.213e-02, eta: 13:29:22, time: 0.893, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6146, loss_cls: 2.7169, loss: 2.7169 2020-07-03 21:26:55,304 - mmaction - INFO - Epoch [182][20/627] lr: 1.183e-02, eta: 13:29:26, time: 5.080, data_time: 4.149, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6021, loss_cls: 2.8125, loss: 2.8125 2020-07-03 21:27:13,639 - mmaction - INFO - Epoch [182][40/627] lr: 1.183e-02, eta: 13:29:04, time: 0.927, data_time: 0.050, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6479, loss_cls: 2.6410, loss: 2.6410 2020-07-03 21:27:31,307 - mmaction - INFO - Epoch [182][60/627] lr: 1.183e-02, eta: 13:28:42, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6104, loss_cls: 2.7522, loss: 2.7522 2020-07-03 21:27:48,987 - mmaction - INFO - Epoch [182][80/627] lr: 1.183e-02, eta: 13:28:20, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6104, loss_cls: 2.8296, loss: 2.8296 2020-07-03 21:28:06,723 - mmaction - INFO - Epoch [182][100/627] lr: 1.183e-02, eta: 13:27:59, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6125, loss_cls: 2.8370, loss: 2.8370 2020-07-03 21:28:24,395 - mmaction - INFO - Epoch [182][120/627] lr: 1.183e-02, eta: 13:27:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.5917, loss_cls: 2.8796, loss: 2.8796 2020-07-03 21:28:42,106 - mmaction - INFO - Epoch [182][140/627] lr: 1.183e-02, eta: 13:27:15, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6479, loss_cls: 2.6368, loss: 2.6368 2020-07-03 21:28:59,858 - mmaction - INFO - Epoch [182][160/627] lr: 1.183e-02, eta: 13:26:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6104, loss_cls: 2.7624, loss: 2.7624 2020-07-03 21:29:17,611 - mmaction - INFO - Epoch [182][180/627] lr: 1.183e-02, eta: 13:26:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6375, loss_cls: 2.7257, loss: 2.7257 2020-07-03 21:29:35,315 - mmaction - INFO - Epoch [182][200/627] lr: 1.183e-02, eta: 13:26:09, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6229, loss_cls: 2.8119, loss: 2.8119 2020-07-03 21:29:53,084 - mmaction - INFO - Epoch [182][220/627] lr: 1.183e-02, eta: 13:25:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6417, loss_cls: 2.7115, loss: 2.7115 2020-07-03 21:30:14,285 - mmaction - INFO - Epoch [182][240/627] lr: 1.183e-02, eta: 13:25:27, time: 1.055, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6479, loss_cls: 2.6827, loss: 2.6827 2020-07-03 21:30:32,198 - mmaction - INFO - Epoch [182][260/627] lr: 1.183e-02, eta: 13:25:05, time: 0.899, data_time: 0.008, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6229, loss_cls: 2.7175, loss: 2.7175 2020-07-03 21:30:49,895 - mmaction - INFO - Epoch [182][280/627] lr: 1.183e-02, eta: 13:24:43, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6208, loss_cls: 2.7292, loss: 2.7292 2020-07-03 21:31:07,625 - mmaction - INFO - Epoch [182][300/627] lr: 1.183e-02, eta: 13:24:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6292, loss_cls: 2.7167, loss: 2.7167 2020-07-03 21:31:25,369 - mmaction - INFO - Epoch [182][320/627] lr: 1.183e-02, eta: 13:23:59, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6167, loss_cls: 2.7974, loss: 2.7974 2020-07-03 21:31:43,097 - mmaction - INFO - Epoch [182][340/627] lr: 1.183e-02, eta: 13:23:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6417, loss_cls: 2.6969, loss: 2.6969 2020-07-03 21:32:00,826 - mmaction - INFO - Epoch [182][360/627] lr: 1.183e-02, eta: 13:23:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6021, loss_cls: 2.8208, loss: 2.8208 2020-07-03 21:32:18,574 - mmaction - INFO - Epoch [182][380/627] lr: 1.183e-02, eta: 13:22:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5979, loss_cls: 2.9672, loss: 2.9672 2020-07-03 21:32:36,255 - mmaction - INFO - Epoch [182][400/627] lr: 1.183e-02, eta: 13:22:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6042, loss_cls: 2.7454, loss: 2.7454 2020-07-03 21:32:53,994 - mmaction - INFO - Epoch [182][420/627] lr: 1.183e-02, eta: 13:22:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6063, loss_cls: 2.8471, loss: 2.8471 2020-07-03 21:33:11,713 - mmaction - INFO - Epoch [182][440/627] lr: 1.183e-02, eta: 13:21:48, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6437, loss_cls: 2.7945, loss: 2.7945 2020-07-03 21:33:29,477 - mmaction - INFO - Epoch [182][460/627] lr: 1.183e-02, eta: 13:21:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6021, loss_cls: 2.9545, loss: 2.9545 2020-07-03 21:33:47,224 - mmaction - INFO - Epoch [182][480/627] lr: 1.183e-02, eta: 13:21:04, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6292, loss_cls: 2.7849, loss: 2.7849 2020-07-03 21:34:04,956 - mmaction - INFO - Epoch [182][500/627] lr: 1.183e-02, eta: 13:20:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6271, loss_cls: 2.7115, loss: 2.7115 2020-07-03 21:34:22,708 - mmaction - INFO - Epoch [182][520/627] lr: 1.183e-02, eta: 13:20:20, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6354, loss_cls: 2.7671, loss: 2.7671 2020-07-03 21:34:40,426 - mmaction - INFO - Epoch [182][540/627] lr: 1.183e-02, eta: 13:19:58, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6542, loss_cls: 2.6048, loss: 2.6048 2020-07-03 21:34:58,151 - mmaction - INFO - Epoch [182][560/627] lr: 1.183e-02, eta: 13:19:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6521, loss_cls: 2.7247, loss: 2.7247 2020-07-03 21:35:15,876 - mmaction - INFO - Epoch [182][580/627] lr: 1.183e-02, eta: 13:19:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5958, loss_cls: 2.9437, loss: 2.9437 2020-07-03 21:35:33,641 - mmaction - INFO - Epoch [182][600/627] lr: 1.183e-02, eta: 13:18:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6042, loss_cls: 2.7975, loss: 2.7975 2020-07-03 21:35:51,382 - mmaction - INFO - Epoch [182][620/627] lr: 1.183e-02, eta: 13:18:30, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6312, loss_cls: 2.7456, loss: 2.7456 2020-07-03 21:37:41,650 - mmaction - INFO - Epoch [183][20/627] lr: 1.154e-02, eta: 13:18:35, time: 5.157, data_time: 4.154, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6312, loss_cls: 2.7523, loss: 2.7523 2020-07-03 21:37:59,283 - mmaction - INFO - Epoch [183][40/627] lr: 1.154e-02, eta: 13:18:13, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6708, loss_cls: 2.6449, loss: 2.6449 2020-07-03 21:38:16,961 - mmaction - INFO - Epoch [183][60/627] lr: 1.154e-02, eta: 13:17:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6438, loss_cls: 2.5837, loss: 2.5837 2020-07-03 21:38:34,640 - mmaction - INFO - Epoch [183][80/627] lr: 1.154e-02, eta: 13:17:29, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6146, loss_cls: 2.7808, loss: 2.7808 2020-07-03 21:38:52,340 - mmaction - INFO - Epoch [183][100/627] lr: 1.154e-02, eta: 13:17:07, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6229, loss_cls: 2.8534, loss: 2.8534 2020-07-03 21:39:10,052 - mmaction - INFO - Epoch [183][120/627] lr: 1.154e-02, eta: 13:16:45, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6333, loss_cls: 2.7345, loss: 2.7345 2020-07-03 21:39:27,810 - mmaction - INFO - Epoch [183][140/627] lr: 1.154e-02, eta: 13:16:23, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3500, top5_acc: 0.5958, loss_cls: 2.9352, loss: 2.9352 2020-07-03 21:39:45,547 - mmaction - INFO - Epoch [183][160/627] lr: 1.154e-02, eta: 13:16:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6021, loss_cls: 2.8144, loss: 2.8144 2020-07-03 21:40:04,416 - mmaction - INFO - Epoch [183][180/627] lr: 1.154e-02, eta: 13:15:40, time: 0.943, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6167, loss_cls: 2.8467, loss: 2.8467 2020-07-03 21:40:22,080 - mmaction - INFO - Epoch [183][200/627] lr: 1.154e-02, eta: 13:15:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.5938, loss_cls: 2.8683, loss: 2.8683 2020-07-03 21:40:39,781 - mmaction - INFO - Epoch [183][220/627] lr: 1.154e-02, eta: 13:14:56, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6208, loss_cls: 2.8550, loss: 2.8550 2020-07-03 21:40:57,490 - mmaction - INFO - Epoch [183][240/627] lr: 1.154e-02, eta: 13:14:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6229, loss_cls: 2.8644, loss: 2.8644 2020-07-03 21:41:15,236 - mmaction - INFO - Epoch [183][260/627] lr: 1.154e-02, eta: 13:14:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6271, loss_cls: 2.7615, loss: 2.7615 2020-07-03 21:41:32,943 - mmaction - INFO - Epoch [183][280/627] lr: 1.154e-02, eta: 13:13:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6062, loss_cls: 2.7662, loss: 2.7662 2020-07-03 21:41:50,677 - mmaction - INFO - Epoch [183][300/627] lr: 1.154e-02, eta: 13:13:28, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6375, loss_cls: 2.7000, loss: 2.7000 2020-07-03 21:42:08,432 - mmaction - INFO - Epoch [183][320/627] lr: 1.154e-02, eta: 13:13:06, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6083, loss_cls: 2.8803, loss: 2.8803 2020-07-03 21:42:26,105 - mmaction - INFO - Epoch [183][340/627] lr: 1.154e-02, eta: 13:12:45, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6292, loss_cls: 2.7001, loss: 2.7001 2020-07-03 21:42:43,812 - mmaction - INFO - Epoch [183][360/627] lr: 1.154e-02, eta: 13:12:23, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6458, loss_cls: 2.8297, loss: 2.8297 2020-07-03 21:43:01,545 - mmaction - INFO - Epoch [183][380/627] lr: 1.154e-02, eta: 13:12:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5896, loss_cls: 2.8634, loss: 2.8634 2020-07-03 21:43:19,263 - mmaction - INFO - Epoch [183][400/627] lr: 1.154e-02, eta: 13:11:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6417, loss_cls: 2.6907, loss: 2.6907 2020-07-03 21:43:36,993 - mmaction - INFO - Epoch [183][420/627] lr: 1.154e-02, eta: 13:11:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6167, loss_cls: 2.7251, loss: 2.7251 2020-07-03 21:43:54,709 - mmaction - INFO - Epoch [183][440/627] lr: 1.154e-02, eta: 13:10:55, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.5390, loss: 2.5390 2020-07-03 21:44:12,437 - mmaction - INFO - Epoch [183][460/627] lr: 1.154e-02, eta: 13:10:33, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5958, loss_cls: 2.9122, loss: 2.9122 2020-07-03 21:44:30,185 - mmaction - INFO - Epoch [183][480/627] lr: 1.154e-02, eta: 13:10:11, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6208, loss_cls: 2.8582, loss: 2.8582 2020-07-03 21:44:47,897 - mmaction - INFO - Epoch [183][500/627] lr: 1.154e-02, eta: 13:09:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6396, loss_cls: 2.6285, loss: 2.6285 2020-07-03 21:45:05,639 - mmaction - INFO - Epoch [183][520/627] lr: 1.154e-02, eta: 13:09:28, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6083, loss_cls: 2.8925, loss: 2.8925 2020-07-03 21:45:23,340 - mmaction - INFO - Epoch [183][540/627] lr: 1.154e-02, eta: 13:09:06, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6604, loss_cls: 2.5211, loss: 2.5211 2020-07-03 21:45:41,053 - mmaction - INFO - Epoch [183][560/627] lr: 1.154e-02, eta: 13:08:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6000, loss_cls: 2.8355, loss: 2.8355 2020-07-03 21:45:58,813 - mmaction - INFO - Epoch [183][580/627] lr: 1.154e-02, eta: 13:08:22, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6354, loss_cls: 2.6807, loss: 2.6807 2020-07-03 21:46:16,528 - mmaction - INFO - Epoch [183][600/627] lr: 1.154e-02, eta: 13:08:00, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6250, loss_cls: 2.7412, loss: 2.7412 2020-07-03 21:46:34,224 - mmaction - INFO - Epoch [183][620/627] lr: 1.154e-02, eta: 13:07:38, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6083, loss_cls: 2.8247, loss: 2.8247 2020-07-03 21:48:35,268 - mmaction - INFO - Epoch [184][20/627] lr: 1.125e-02, eta: 13:07:46, time: 5.636, data_time: 4.722, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6312, loss_cls: 2.7029, loss: 2.7029 2020-07-03 21:48:52,926 - mmaction - INFO - Epoch [184][40/627] lr: 1.125e-02, eta: 13:07:24, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6417, loss_cls: 2.6379, loss: 2.6379 2020-07-03 21:49:10,586 - mmaction - INFO - Epoch [184][60/627] lr: 1.125e-02, eta: 13:07:02, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6146, loss_cls: 2.8901, loss: 2.8901 2020-07-03 21:49:28,248 - mmaction - INFO - Epoch [184][80/627] lr: 1.125e-02, eta: 13:06:40, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6312, loss_cls: 2.8123, loss: 2.8123 2020-07-03 21:49:45,967 - mmaction - INFO - Epoch [184][100/627] lr: 1.125e-02, eta: 13:06:18, time: 0.887, data_time: 0.006, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6417, loss_cls: 2.6866, loss: 2.6866 2020-07-03 21:50:03,990 - mmaction - INFO - Epoch [184][120/627] lr: 1.125e-02, eta: 13:05:56, time: 0.901, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6146, loss_cls: 2.8454, loss: 2.8454 2020-07-03 21:50:21,659 - mmaction - INFO - Epoch [184][140/627] lr: 1.125e-02, eta: 13:05:34, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6354, loss_cls: 2.7640, loss: 2.7640 2020-07-03 21:50:39,382 - mmaction - INFO - Epoch [184][160/627] lr: 1.125e-02, eta: 13:05:13, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6458, loss_cls: 2.7830, loss: 2.7830 2020-07-03 21:50:57,112 - mmaction - INFO - Epoch [184][180/627] lr: 1.125e-02, eta: 13:04:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6104, loss_cls: 2.8637, loss: 2.8637 2020-07-03 21:51:14,838 - mmaction - INFO - Epoch [184][200/627] lr: 1.125e-02, eta: 13:04:29, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6188, loss_cls: 2.7906, loss: 2.7906 2020-07-03 21:51:32,591 - mmaction - INFO - Epoch [184][220/627] lr: 1.125e-02, eta: 13:04:07, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6208, loss_cls: 2.7015, loss: 2.7015 2020-07-03 21:51:50,312 - mmaction - INFO - Epoch [184][240/627] lr: 1.125e-02, eta: 13:03:45, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6438, loss_cls: 2.6123, loss: 2.6123 2020-07-03 21:52:08,021 - mmaction - INFO - Epoch [184][260/627] lr: 1.125e-02, eta: 13:03:23, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5979, loss_cls: 2.9061, loss: 2.9061 2020-07-03 21:52:25,728 - mmaction - INFO - Epoch [184][280/627] lr: 1.125e-02, eta: 13:03:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6208, loss_cls: 2.7420, loss: 2.7420 2020-07-03 21:52:43,480 - mmaction - INFO - Epoch [184][300/627] lr: 1.125e-02, eta: 13:02:40, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6458, loss_cls: 2.6912, loss: 2.6912 2020-07-03 21:53:01,228 - mmaction - INFO - Epoch [184][320/627] lr: 1.125e-02, eta: 13:02:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6229, loss_cls: 2.7444, loss: 2.7444 2020-07-03 21:53:18,953 - mmaction - INFO - Epoch [184][340/627] lr: 1.125e-02, eta: 13:01:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6438, loss_cls: 2.6228, loss: 2.6228 2020-07-03 21:53:36,660 - mmaction - INFO - Epoch [184][360/627] lr: 1.125e-02, eta: 13:01:34, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6896, loss_cls: 2.5314, loss: 2.5314 2020-07-03 21:53:54,389 - mmaction - INFO - Epoch [184][380/627] lr: 1.125e-02, eta: 13:01:12, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6083, loss_cls: 2.8368, loss: 2.8368 2020-07-03 21:54:12,100 - mmaction - INFO - Epoch [184][400/627] lr: 1.125e-02, eta: 13:00:50, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6146, loss_cls: 2.8720, loss: 2.8720 2020-07-03 21:54:29,803 - mmaction - INFO - Epoch [184][420/627] lr: 1.125e-02, eta: 13:00:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.5810, loss: 2.5810 2020-07-03 21:54:47,537 - mmaction - INFO - Epoch [184][440/627] lr: 1.125e-02, eta: 13:00:06, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5938, loss_cls: 2.8756, loss: 2.8756 2020-07-03 21:55:05,294 - mmaction - INFO - Epoch [184][460/627] lr: 1.125e-02, eta: 12:59:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6167, loss_cls: 2.8107, loss: 2.8107 2020-07-03 21:55:22,947 - mmaction - INFO - Epoch [184][480/627] lr: 1.125e-02, eta: 12:59:23, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6667, loss_cls: 2.6137, loss: 2.6137 2020-07-03 21:55:40,709 - mmaction - INFO - Epoch [184][500/627] lr: 1.125e-02, eta: 12:59:01, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6500, loss_cls: 2.6343, loss: 2.6343 2020-07-03 21:55:58,447 - mmaction - INFO - Epoch [184][520/627] lr: 1.125e-02, eta: 12:58:39, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6146, loss_cls: 2.8140, loss: 2.8140 2020-07-03 21:56:16,220 - mmaction - INFO - Epoch [184][540/627] lr: 1.125e-02, eta: 12:58:17, time: 0.889, data_time: 0.006, memory: 8451, top1_acc: 0.3792, top5_acc: 0.5979, loss_cls: 2.8468, loss: 2.8468 2020-07-03 21:56:34,517 - mmaction - INFO - Epoch [184][560/627] lr: 1.125e-02, eta: 12:57:55, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6292, loss_cls: 2.7082, loss: 2.7082 2020-07-03 21:56:52,349 - mmaction - INFO - Epoch [184][580/627] lr: 1.125e-02, eta: 12:57:34, time: 0.917, data_time: 0.035, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6417, loss_cls: 2.7096, loss: 2.7096 2020-07-03 21:57:10,074 - mmaction - INFO - Epoch [184][600/627] lr: 1.125e-02, eta: 12:57:12, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6396, loss_cls: 2.7326, loss: 2.7326 2020-07-03 21:57:27,951 - mmaction - INFO - Epoch [184][620/627] lr: 1.125e-02, eta: 12:56:50, time: 0.895, data_time: 0.011, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6000, loss_cls: 2.7839, loss: 2.7839 2020-07-03 21:57:36,051 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-07-03 21:59:49,555 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 21:59:50,506 - mmaction - INFO - top1_acc 0.4461 top5_acc 0.6928 2020-07-03 21:59:50,506 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 21:59:50,580 - mmaction - INFO - mean_acc 0.4460 2020-07-03 21:59:50,587 - mmaction - INFO - Epoch [184][627/627] lr: 1.125e-02, top1_acc: 0.4461, top5_acc: 0.6928, mean_class_accuracy: 0.4460 2020-07-03 22:02:09,272 - mmaction - INFO - Epoch [185][20/627] lr: 1.097e-02, eta: 12:57:08, time: 6.933, data_time: 5.743, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6500, loss_cls: 2.5617, loss: 2.5617 2020-07-03 22:02:26,851 - mmaction - INFO - Epoch [185][40/627] lr: 1.097e-02, eta: 12:56:46, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6146, loss_cls: 2.8395, loss: 2.8395 2020-07-03 22:02:44,459 - mmaction - INFO - Epoch [185][60/627] lr: 1.097e-02, eta: 12:56:24, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6354, loss_cls: 2.5959, loss: 2.5959 2020-07-03 22:03:02,129 - mmaction - INFO - Epoch [185][80/627] lr: 1.097e-02, eta: 12:56:02, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6042, loss_cls: 2.9077, loss: 2.9077 2020-07-03 22:03:19,742 - mmaction - INFO - Epoch [185][100/627] lr: 1.097e-02, eta: 12:55:40, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6313, loss_cls: 2.7393, loss: 2.7393 2020-07-03 22:03:37,404 - mmaction - INFO - Epoch [185][120/627] lr: 1.097e-02, eta: 12:55:18, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6208, loss_cls: 2.7769, loss: 2.7769 2020-07-03 22:03:55,128 - mmaction - INFO - Epoch [185][140/627] lr: 1.097e-02, eta: 12:54:56, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6208, loss_cls: 2.8132, loss: 2.8132 2020-07-03 22:04:12,853 - mmaction - INFO - Epoch [185][160/627] lr: 1.097e-02, eta: 12:54:34, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6021, loss_cls: 2.8226, loss: 2.8226 2020-07-03 22:04:30,562 - mmaction - INFO - Epoch [185][180/627] lr: 1.097e-02, eta: 12:54:13, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5958, loss_cls: 2.9518, loss: 2.9518 2020-07-03 22:04:48,300 - mmaction - INFO - Epoch [185][200/627] lr: 1.097e-02, eta: 12:53:51, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6167, loss_cls: 2.7774, loss: 2.7774 2020-07-03 22:05:07,888 - mmaction - INFO - Epoch [185][220/627] lr: 1.097e-02, eta: 12:53:30, time: 0.976, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6437, loss_cls: 2.7661, loss: 2.7661 2020-07-03 22:05:25,520 - mmaction - INFO - Epoch [185][240/627] lr: 1.097e-02, eta: 12:53:08, time: 0.887, data_time: 0.006, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6750, loss_cls: 2.5763, loss: 2.5763 2020-07-03 22:05:43,785 - mmaction - INFO - Epoch [185][260/627] lr: 1.097e-02, eta: 12:52:46, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6271, loss_cls: 2.7024, loss: 2.7024 2020-07-03 22:06:02,448 - mmaction - INFO - Epoch [185][280/627] lr: 1.097e-02, eta: 12:52:25, time: 0.961, data_time: 0.081, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6333, loss_cls: 2.7900, loss: 2.7900 2020-07-03 22:06:20,167 - mmaction - INFO - Epoch [185][300/627] lr: 1.097e-02, eta: 12:52:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7273, loss: 2.7273 2020-07-03 22:06:37,856 - mmaction - INFO - Epoch [185][320/627] lr: 1.097e-02, eta: 12:51:41, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6125, loss_cls: 2.7253, loss: 2.7253 2020-07-03 22:06:55,590 - mmaction - INFO - Epoch [185][340/627] lr: 1.097e-02, eta: 12:51:19, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6083, loss_cls: 2.8238, loss: 2.8238 2020-07-03 22:07:13,401 - mmaction - INFO - Epoch [185][360/627] lr: 1.097e-02, eta: 12:50:57, time: 0.892, data_time: 0.003, memory: 8451, top1_acc: 0.3896, top5_acc: 0.5833, loss_cls: 2.8905, loss: 2.8905 2020-07-03 22:07:31,180 - mmaction - INFO - Epoch [185][380/627] lr: 1.097e-02, eta: 12:50:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6437, loss_cls: 2.6978, loss: 2.6978 2020-07-03 22:07:48,931 - mmaction - INFO - Epoch [185][400/627] lr: 1.097e-02, eta: 12:50:14, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6271, loss_cls: 2.9322, loss: 2.9322 2020-07-03 22:08:06,728 - mmaction - INFO - Epoch [185][420/627] lr: 1.097e-02, eta: 12:49:52, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5937, loss_cls: 2.8196, loss: 2.8196 2020-07-03 22:08:24,427 - mmaction - INFO - Epoch [185][440/627] lr: 1.097e-02, eta: 12:49:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6562, loss_cls: 2.6226, loss: 2.6226 2020-07-03 22:08:42,192 - mmaction - INFO - Epoch [185][460/627] lr: 1.097e-02, eta: 12:49:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6542, loss_cls: 2.6836, loss: 2.6836 2020-07-03 22:08:59,930 - mmaction - INFO - Epoch [185][480/627] lr: 1.097e-02, eta: 12:48:46, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.5896, loss_cls: 2.9391, loss: 2.9391 2020-07-03 22:09:17,670 - mmaction - INFO - Epoch [185][500/627] lr: 1.097e-02, eta: 12:48:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6104, loss_cls: 2.9090, loss: 2.9090 2020-07-03 22:09:35,394 - mmaction - INFO - Epoch [185][520/627] lr: 1.097e-02, eta: 12:48:03, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6292, loss_cls: 2.7188, loss: 2.7188 2020-07-03 22:09:53,125 - mmaction - INFO - Epoch [185][540/627] lr: 1.097e-02, eta: 12:47:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6354, loss_cls: 2.6766, loss: 2.6766 2020-07-03 22:10:10,930 - mmaction - INFO - Epoch [185][560/627] lr: 1.097e-02, eta: 12:47:19, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6083, loss_cls: 2.8853, loss: 2.8853 2020-07-03 22:10:28,667 - mmaction - INFO - Epoch [185][580/627] lr: 1.097e-02, eta: 12:46:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6354, loss_cls: 2.6599, loss: 2.6599 2020-07-03 22:10:46,423 - mmaction - INFO - Epoch [185][600/627] lr: 1.097e-02, eta: 12:46:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6167, loss_cls: 2.8026, loss: 2.8026 2020-07-03 22:11:04,175 - mmaction - INFO - Epoch [185][620/627] lr: 1.097e-02, eta: 12:46:13, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.6485, loss: 2.6485 2020-07-03 22:13:10,361 - mmaction - INFO - Epoch [186][20/627] lr: 1.069e-02, eta: 12:46:21, time: 5.818, data_time: 4.700, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6479, loss_cls: 2.6878, loss: 2.6878 2020-07-03 22:13:27,939 - mmaction - INFO - Epoch [186][40/627] lr: 1.069e-02, eta: 12:45:59, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6354, loss_cls: 2.7699, loss: 2.7699 2020-07-03 22:13:45,631 - mmaction - INFO - Epoch [186][60/627] lr: 1.069e-02, eta: 12:45:37, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6271, loss_cls: 2.7541, loss: 2.7541 2020-07-03 22:14:03,290 - mmaction - INFO - Epoch [186][80/627] lr: 1.069e-02, eta: 12:45:15, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6500, loss_cls: 2.7532, loss: 2.7532 2020-07-03 22:14:20,983 - mmaction - INFO - Epoch [186][100/627] lr: 1.069e-02, eta: 12:44:54, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6250, loss_cls: 2.7908, loss: 2.7908 2020-07-03 22:14:38,632 - mmaction - INFO - Epoch [186][120/627] lr: 1.069e-02, eta: 12:44:32, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6708, loss_cls: 2.5480, loss: 2.5480 2020-07-03 22:14:56,307 - mmaction - INFO - Epoch [186][140/627] lr: 1.069e-02, eta: 12:44:10, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6146, loss_cls: 2.8209, loss: 2.8209 2020-07-03 22:15:14,442 - mmaction - INFO - Epoch [186][160/627] lr: 1.069e-02, eta: 12:43:48, time: 0.907, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6354, loss_cls: 2.6591, loss: 2.6591 2020-07-03 22:15:32,184 - mmaction - INFO - Epoch [186][180/627] lr: 1.069e-02, eta: 12:43:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6312, loss_cls: 2.7021, loss: 2.7021 2020-07-03 22:15:49,898 - mmaction - INFO - Epoch [186][200/627] lr: 1.069e-02, eta: 12:43:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6708, loss_cls: 2.5237, loss: 2.5237 2020-07-03 22:16:07,732 - mmaction - INFO - Epoch [186][220/627] lr: 1.069e-02, eta: 12:42:43, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6021, loss_cls: 2.8577, loss: 2.8577 2020-07-03 22:16:25,577 - mmaction - INFO - Epoch [186][240/627] lr: 1.069e-02, eta: 12:42:21, time: 0.900, data_time: 0.017, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6312, loss_cls: 2.7781, loss: 2.7781 2020-07-03 22:16:43,669 - mmaction - INFO - Epoch [186][260/627] lr: 1.069e-02, eta: 12:41:59, time: 0.898, data_time: 0.012, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6292, loss_cls: 2.7318, loss: 2.7318 2020-07-03 22:17:01,566 - mmaction - INFO - Epoch [186][280/627] lr: 1.069e-02, eta: 12:41:38, time: 0.901, data_time: 0.017, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6396, loss_cls: 2.7553, loss: 2.7553 2020-07-03 22:17:19,527 - mmaction - INFO - Epoch [186][300/627] lr: 1.069e-02, eta: 12:41:16, time: 0.897, data_time: 0.013, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6167, loss_cls: 2.8106, loss: 2.8106 2020-07-03 22:17:37,289 - mmaction - INFO - Epoch [186][320/627] lr: 1.069e-02, eta: 12:40:54, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3625, top5_acc: 0.5833, loss_cls: 2.8676, loss: 2.8676 2020-07-03 22:17:55,020 - mmaction - INFO - Epoch [186][340/627] lr: 1.069e-02, eta: 12:40:32, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6354, loss_cls: 2.7576, loss: 2.7576 2020-07-03 22:18:12,755 - mmaction - INFO - Epoch [186][360/627] lr: 1.069e-02, eta: 12:40:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6208, loss_cls: 2.8450, loss: 2.8450 2020-07-03 22:18:30,494 - mmaction - INFO - Epoch [186][380/627] lr: 1.069e-02, eta: 12:39:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6313, loss_cls: 2.8125, loss: 2.8125 2020-07-03 22:18:48,268 - mmaction - INFO - Epoch [186][400/627] lr: 1.069e-02, eta: 12:39:27, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6271, loss_cls: 2.7523, loss: 2.7523 2020-07-03 22:19:06,036 - mmaction - INFO - Epoch [186][420/627] lr: 1.069e-02, eta: 12:39:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6417, loss_cls: 2.7427, loss: 2.7427 2020-07-03 22:19:23,808 - mmaction - INFO - Epoch [186][440/627] lr: 1.069e-02, eta: 12:38:43, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6625, loss_cls: 2.5830, loss: 2.5830 2020-07-03 22:19:41,558 - mmaction - INFO - Epoch [186][460/627] lr: 1.069e-02, eta: 12:38:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6542, loss_cls: 2.5495, loss: 2.5495 2020-07-03 22:19:59,290 - mmaction - INFO - Epoch [186][480/627] lr: 1.069e-02, eta: 12:37:59, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6271, loss_cls: 2.8334, loss: 2.8334 2020-07-03 22:20:17,051 - mmaction - INFO - Epoch [186][500/627] lr: 1.069e-02, eta: 12:37:38, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6188, loss_cls: 2.7076, loss: 2.7076 2020-07-03 22:20:34,830 - mmaction - INFO - Epoch [186][520/627] lr: 1.069e-02, eta: 12:37:16, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6438, loss_cls: 2.7543, loss: 2.7543 2020-07-03 22:20:52,625 - mmaction - INFO - Epoch [186][540/627] lr: 1.069e-02, eta: 12:36:54, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.5938, loss_cls: 2.7978, loss: 2.7978 2020-07-03 22:21:10,359 - mmaction - INFO - Epoch [186][560/627] lr: 1.069e-02, eta: 12:36:32, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7417, loss: 2.7417 2020-07-03 22:21:28,185 - mmaction - INFO - Epoch [186][580/627] lr: 1.069e-02, eta: 12:36:11, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6375, loss_cls: 2.6576, loss: 2.6576 2020-07-03 22:21:45,918 - mmaction - INFO - Epoch [186][600/627] lr: 1.069e-02, eta: 12:35:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6063, loss_cls: 2.8192, loss: 2.8192 2020-07-03 22:22:03,659 - mmaction - INFO - Epoch [186][620/627] lr: 1.069e-02, eta: 12:35:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6208, loss_cls: 2.7394, loss: 2.7394 2020-07-03 22:23:56,738 - mmaction - INFO - Epoch [187][20/627] lr: 1.040e-02, eta: 12:35:30, time: 5.298, data_time: 4.355, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6813, loss_cls: 2.5463, loss: 2.5463 2020-07-03 22:24:14,331 - mmaction - INFO - Epoch [187][40/627] lr: 1.040e-02, eta: 12:35:08, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6333, loss_cls: 2.6814, loss: 2.6814 2020-07-03 22:24:31,944 - mmaction - INFO - Epoch [187][60/627] lr: 1.040e-02, eta: 12:34:46, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6521, loss_cls: 2.6148, loss: 2.6148 2020-07-03 22:24:49,629 - mmaction - INFO - Epoch [187][80/627] lr: 1.040e-02, eta: 12:34:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6250, loss_cls: 2.7602, loss: 2.7602 2020-07-03 22:25:09,265 - mmaction - INFO - Epoch [187][100/627] lr: 1.040e-02, eta: 12:34:03, time: 0.974, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6167, loss_cls: 2.8204, loss: 2.8204 2020-07-03 22:25:26,960 - mmaction - INFO - Epoch [187][120/627] lr: 1.040e-02, eta: 12:33:41, time: 0.892, data_time: 0.009, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6229, loss_cls: 2.7470, loss: 2.7470 2020-07-03 22:25:44,683 - mmaction - INFO - Epoch [187][140/627] lr: 1.040e-02, eta: 12:33:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6458, loss_cls: 2.6445, loss: 2.6445 2020-07-03 22:26:02,385 - mmaction - INFO - Epoch [187][160/627] lr: 1.040e-02, eta: 12:32:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3667, top5_acc: 0.6042, loss_cls: 2.8354, loss: 2.8354 2020-07-03 22:26:20,070 - mmaction - INFO - Epoch [187][180/627] lr: 1.040e-02, eta: 12:32:36, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6604, loss_cls: 2.5191, loss: 2.5191 2020-07-03 22:26:37,762 - mmaction - INFO - Epoch [187][200/627] lr: 1.040e-02, eta: 12:32:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6542, loss_cls: 2.6157, loss: 2.6157 2020-07-03 22:26:55,490 - mmaction - INFO - Epoch [187][220/627] lr: 1.040e-02, eta: 12:31:52, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6333, loss_cls: 2.7988, loss: 2.7988 2020-07-03 22:27:13,192 - mmaction - INFO - Epoch [187][240/627] lr: 1.040e-02, eta: 12:31:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6292, loss_cls: 2.6631, loss: 2.6631 2020-07-03 22:27:30,983 - mmaction - INFO - Epoch [187][260/627] lr: 1.040e-02, eta: 12:31:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6667, loss_cls: 2.5796, loss: 2.5796 2020-07-03 22:27:48,658 - mmaction - INFO - Epoch [187][280/627] lr: 1.040e-02, eta: 12:30:47, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6646, loss_cls: 2.5855, loss: 2.5855 2020-07-03 22:28:06,367 - mmaction - INFO - Epoch [187][300/627] lr: 1.040e-02, eta: 12:30:25, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6583, loss_cls: 2.5945, loss: 2.5945 2020-07-03 22:28:24,123 - mmaction - INFO - Epoch [187][320/627] lr: 1.040e-02, eta: 12:30:03, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6604, loss_cls: 2.6017, loss: 2.6017 2020-07-03 22:28:41,841 - mmaction - INFO - Epoch [187][340/627] lr: 1.040e-02, eta: 12:29:41, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6521, loss_cls: 2.6424, loss: 2.6424 2020-07-03 22:28:59,533 - mmaction - INFO - Epoch [187][360/627] lr: 1.040e-02, eta: 12:29:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5979, loss_cls: 2.8538, loss: 2.8538 2020-07-03 22:29:17,262 - mmaction - INFO - Epoch [187][380/627] lr: 1.040e-02, eta: 12:28:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6375, loss_cls: 2.7377, loss: 2.7377 2020-07-03 22:29:34,997 - mmaction - INFO - Epoch [187][400/627] lr: 1.040e-02, eta: 12:28:36, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6458, loss_cls: 2.5876, loss: 2.5876 2020-07-03 22:29:52,679 - mmaction - INFO - Epoch [187][420/627] lr: 1.040e-02, eta: 12:28:14, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6188, loss_cls: 2.7171, loss: 2.7171 2020-07-03 22:30:10,439 - mmaction - INFO - Epoch [187][440/627] lr: 1.040e-02, eta: 12:27:52, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6375, loss_cls: 2.7115, loss: 2.7115 2020-07-03 22:30:28,216 - mmaction - INFO - Epoch [187][460/627] lr: 1.040e-02, eta: 12:27:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6521, loss_cls: 2.5772, loss: 2.5772 2020-07-03 22:30:45,938 - mmaction - INFO - Epoch [187][480/627] lr: 1.040e-02, eta: 12:27:09, time: 0.886, data_time: 0.005, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6542, loss_cls: 2.6582, loss: 2.6582 2020-07-03 22:31:03,660 - mmaction - INFO - Epoch [187][500/627] lr: 1.040e-02, eta: 12:26:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.6333, loss_cls: 2.8251, loss: 2.8251 2020-07-03 22:31:21,417 - mmaction - INFO - Epoch [187][520/627] lr: 1.040e-02, eta: 12:26:25, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6229, loss_cls: 2.7308, loss: 2.7308 2020-07-03 22:31:39,166 - mmaction - INFO - Epoch [187][540/627] lr: 1.040e-02, eta: 12:26:03, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6438, loss_cls: 2.6741, loss: 2.6741 2020-07-03 22:31:56,918 - mmaction - INFO - Epoch [187][560/627] lr: 1.040e-02, eta: 12:25:42, time: 0.889, data_time: 0.008, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6312, loss_cls: 2.6832, loss: 2.6832 2020-07-03 22:32:14,625 - mmaction - INFO - Epoch [187][580/627] lr: 1.040e-02, eta: 12:25:20, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.5937, loss_cls: 2.8595, loss: 2.8595 2020-07-03 22:32:32,355 - mmaction - INFO - Epoch [187][600/627] lr: 1.040e-02, eta: 12:24:58, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6375, loss_cls: 2.7303, loss: 2.7303 2020-07-03 22:32:50,136 - mmaction - INFO - Epoch [187][620/627] lr: 1.040e-02, eta: 12:24:36, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6083, loss_cls: 2.8711, loss: 2.8711 2020-07-03 22:34:53,035 - mmaction - INFO - Epoch [188][20/627] lr: 1.013e-02, eta: 12:24:42, time: 5.691, data_time: 4.767, memory: 8451, top1_acc: 0.4312, top5_acc: 0.6333, loss_cls: 2.7356, loss: 2.7356 2020-07-03 22:35:10,721 - mmaction - INFO - Epoch [188][40/627] lr: 1.013e-02, eta: 12:24:20, time: 0.883, data_time: 0.004, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6438, loss_cls: 2.6610, loss: 2.6610 2020-07-03 22:35:28,318 - mmaction - INFO - Epoch [188][60/627] lr: 1.013e-02, eta: 12:23:58, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6417, loss_cls: 2.7257, loss: 2.7257 2020-07-03 22:35:45,978 - mmaction - INFO - Epoch [188][80/627] lr: 1.013e-02, eta: 12:23:36, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5896, loss_cls: 2.9098, loss: 2.9098 2020-07-03 22:36:03,692 - mmaction - INFO - Epoch [188][100/627] lr: 1.013e-02, eta: 12:23:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6500, loss_cls: 2.6151, loss: 2.6151 2020-07-03 22:36:21,399 - mmaction - INFO - Epoch [188][120/627] lr: 1.013e-02, eta: 12:22:53, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6292, loss_cls: 2.6867, loss: 2.6867 2020-07-03 22:36:39,036 - mmaction - INFO - Epoch [188][140/627] lr: 1.013e-02, eta: 12:22:31, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6250, loss_cls: 2.6910, loss: 2.6910 2020-07-03 22:36:56,734 - mmaction - INFO - Epoch [188][160/627] lr: 1.013e-02, eta: 12:22:09, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6438, loss_cls: 2.6119, loss: 2.6119 2020-07-03 22:37:14,490 - mmaction - INFO - Epoch [188][180/627] lr: 1.013e-02, eta: 12:21:47, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6708, loss_cls: 2.6446, loss: 2.6446 2020-07-03 22:37:32,745 - mmaction - INFO - Epoch [188][200/627] lr: 1.013e-02, eta: 12:21:26, time: 0.912, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6000, loss_cls: 2.8409, loss: 2.8409 2020-07-03 22:37:50,435 - mmaction - INFO - Epoch [188][220/627] lr: 1.013e-02, eta: 12:21:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6625, loss_cls: 2.6583, loss: 2.6583 2020-07-03 22:38:08,139 - mmaction - INFO - Epoch [188][240/627] lr: 1.013e-02, eta: 12:20:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6229, loss_cls: 2.8538, loss: 2.8538 2020-07-03 22:38:25,861 - mmaction - INFO - Epoch [188][260/627] lr: 1.013e-02, eta: 12:20:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.5875, loss_cls: 2.8733, loss: 2.8733 2020-07-03 22:38:43,574 - mmaction - INFO - Epoch [188][280/627] lr: 1.013e-02, eta: 12:19:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6208, loss_cls: 2.7143, loss: 2.7143 2020-07-03 22:39:01,301 - mmaction - INFO - Epoch [188][300/627] lr: 1.013e-02, eta: 12:19:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6167, loss_cls: 2.8423, loss: 2.8423 2020-07-03 22:39:19,058 - mmaction - INFO - Epoch [188][320/627] lr: 1.013e-02, eta: 12:19:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6188, loss_cls: 2.7353, loss: 2.7353 2020-07-03 22:39:36,778 - mmaction - INFO - Epoch [188][340/627] lr: 1.013e-02, eta: 12:18:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5979, loss_cls: 2.9083, loss: 2.9083 2020-07-03 22:39:54,509 - mmaction - INFO - Epoch [188][360/627] lr: 1.013e-02, eta: 12:18:31, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6083, loss_cls: 2.9026, loss: 2.9026 2020-07-03 22:40:12,960 - mmaction - INFO - Epoch [188][380/627] lr: 1.013e-02, eta: 12:18:10, time: 0.924, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6229, loss_cls: 2.7973, loss: 2.7973 2020-07-03 22:40:30,720 - mmaction - INFO - Epoch [188][400/627] lr: 1.013e-02, eta: 12:17:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6250, loss_cls: 2.7170, loss: 2.7170 2020-07-03 22:40:48,425 - mmaction - INFO - Epoch [188][420/627] lr: 1.013e-02, eta: 12:17:26, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6563, loss_cls: 2.5744, loss: 2.5744 2020-07-03 22:41:06,126 - mmaction - INFO - Epoch [188][440/627] lr: 1.013e-02, eta: 12:17:05, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6896, loss_cls: 2.5293, loss: 2.5293 2020-07-03 22:41:23,883 - mmaction - INFO - Epoch [188][460/627] lr: 1.013e-02, eta: 12:16:43, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6188, loss_cls: 2.6908, loss: 2.6908 2020-07-03 22:41:41,625 - mmaction - INFO - Epoch [188][480/627] lr: 1.013e-02, eta: 12:16:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6188, loss_cls: 2.7651, loss: 2.7651 2020-07-03 22:41:59,357 - mmaction - INFO - Epoch [188][500/627] lr: 1.013e-02, eta: 12:15:59, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6354, loss_cls: 2.7280, loss: 2.7280 2020-07-03 22:42:17,050 - mmaction - INFO - Epoch [188][520/627] lr: 1.013e-02, eta: 12:15:37, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6125, loss_cls: 2.7870, loss: 2.7870 2020-07-03 22:42:34,752 - mmaction - INFO - Epoch [188][540/627] lr: 1.013e-02, eta: 12:15:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6354, loss_cls: 2.7009, loss: 2.7009 2020-07-03 22:42:52,501 - mmaction - INFO - Epoch [188][560/627] lr: 1.013e-02, eta: 12:14:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6458, loss_cls: 2.6516, loss: 2.6516 2020-07-03 22:43:10,189 - mmaction - INFO - Epoch [188][580/627] lr: 1.013e-02, eta: 12:14:32, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6354, loss_cls: 2.7469, loss: 2.7469 2020-07-03 22:43:27,891 - mmaction - INFO - Epoch [188][600/627] lr: 1.013e-02, eta: 12:14:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6125, loss_cls: 2.8037, loss: 2.8037 2020-07-03 22:43:45,616 - mmaction - INFO - Epoch [188][620/627] lr: 1.013e-02, eta: 12:13:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6271, loss_cls: 2.8200, loss: 2.8200 2020-07-03 22:45:46,881 - mmaction - INFO - Epoch [189][20/627] lr: 9.853e-03, eta: 12:13:53, time: 5.659, data_time: 3.556, memory: 8451, top1_acc: 0.3917, top5_acc: 0.5979, loss_cls: 2.8638, loss: 2.8638 2020-07-03 22:46:04,535 - mmaction - INFO - Epoch [189][40/627] lr: 9.853e-03, eta: 12:13:31, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6167, loss_cls: 2.6947, loss: 2.6947 2020-07-03 22:46:22,166 - mmaction - INFO - Epoch [189][60/627] lr: 9.853e-03, eta: 12:13:09, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6146, loss_cls: 2.6784, loss: 2.6784 2020-07-03 22:46:39,864 - mmaction - INFO - Epoch [189][80/627] lr: 9.853e-03, eta: 12:12:48, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5979, loss_cls: 2.8651, loss: 2.8651 2020-07-03 22:46:57,537 - mmaction - INFO - Epoch [189][100/627] lr: 9.853e-03, eta: 12:12:26, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5958, loss_cls: 2.9283, loss: 2.9283 2020-07-03 22:47:15,250 - mmaction - INFO - Epoch [189][120/627] lr: 9.853e-03, eta: 12:12:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6750, loss_cls: 2.6085, loss: 2.6085 2020-07-03 22:47:33,074 - mmaction - INFO - Epoch [189][140/627] lr: 9.853e-03, eta: 12:11:42, time: 0.892, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6604, loss_cls: 2.5985, loss: 2.5985 2020-07-03 22:47:50,841 - mmaction - INFO - Epoch [189][160/627] lr: 9.853e-03, eta: 12:11:21, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6521, loss_cls: 2.6992, loss: 2.6992 2020-07-03 22:48:08,510 - mmaction - INFO - Epoch [189][180/627] lr: 9.853e-03, eta: 12:10:59, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6646, loss_cls: 2.5588, loss: 2.5588 2020-07-03 22:48:26,210 - mmaction - INFO - Epoch [189][200/627] lr: 9.853e-03, eta: 12:10:37, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6104, loss_cls: 2.8189, loss: 2.8189 2020-07-03 22:48:43,964 - mmaction - INFO - Epoch [189][220/627] lr: 9.853e-03, eta: 12:10:15, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6333, loss_cls: 2.7335, loss: 2.7335 2020-07-03 22:49:01,701 - mmaction - INFO - Epoch [189][240/627] lr: 9.853e-03, eta: 12:09:53, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6312, loss_cls: 2.7306, loss: 2.7306 2020-07-03 22:49:19,444 - mmaction - INFO - Epoch [189][260/627] lr: 9.853e-03, eta: 12:09:32, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6104, loss_cls: 2.8758, loss: 2.8758 2020-07-03 22:49:37,154 - mmaction - INFO - Epoch [189][280/627] lr: 9.853e-03, eta: 12:09:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.5979, loss_cls: 2.9018, loss: 2.9018 2020-07-03 22:49:54,917 - mmaction - INFO - Epoch [189][300/627] lr: 9.853e-03, eta: 12:08:48, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6417, loss_cls: 2.6811, loss: 2.6811 2020-07-03 22:50:12,684 - mmaction - INFO - Epoch [189][320/627] lr: 9.853e-03, eta: 12:08:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6188, loss_cls: 2.7793, loss: 2.7793 2020-07-03 22:50:30,403 - mmaction - INFO - Epoch [189][340/627] lr: 9.853e-03, eta: 12:08:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6208, loss_cls: 2.7391, loss: 2.7391 2020-07-03 22:50:48,140 - mmaction - INFO - Epoch [189][360/627] lr: 9.853e-03, eta: 12:07:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6167, loss_cls: 2.7718, loss: 2.7718 2020-07-03 22:51:05,892 - mmaction - INFO - Epoch [189][380/627] lr: 9.853e-03, eta: 12:07:21, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6271, loss_cls: 2.8032, loss: 2.8032 2020-07-03 22:51:23,660 - mmaction - INFO - Epoch [189][400/627] lr: 9.853e-03, eta: 12:06:59, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6354, loss_cls: 2.8242, loss: 2.8242 2020-07-03 22:51:41,416 - mmaction - INFO - Epoch [189][420/627] lr: 9.853e-03, eta: 12:06:38, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6521, loss_cls: 2.6903, loss: 2.6903 2020-07-03 22:51:59,091 - mmaction - INFO - Epoch [189][440/627] lr: 9.853e-03, eta: 12:06:16, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6271, loss_cls: 2.6489, loss: 2.6489 2020-07-03 22:52:16,811 - mmaction - INFO - Epoch [189][460/627] lr: 9.853e-03, eta: 12:05:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6604, loss_cls: 2.6139, loss: 2.6139 2020-07-03 22:52:34,570 - mmaction - INFO - Epoch [189][480/627] lr: 9.853e-03, eta: 12:05:33, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6354, loss_cls: 2.5858, loss: 2.5858 2020-07-03 22:52:52,308 - mmaction - INFO - Epoch [189][500/627] lr: 9.853e-03, eta: 12:05:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6458, loss_cls: 2.6473, loss: 2.6473 2020-07-03 22:53:10,078 - mmaction - INFO - Epoch [189][520/627] lr: 9.853e-03, eta: 12:04:49, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6396, loss_cls: 2.6375, loss: 2.6375 2020-07-03 22:53:27,814 - mmaction - INFO - Epoch [189][540/627] lr: 9.853e-03, eta: 12:04:27, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6333, loss_cls: 2.6760, loss: 2.6760 2020-07-03 22:53:45,560 - mmaction - INFO - Epoch [189][560/627] lr: 9.853e-03, eta: 12:04:06, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6604, loss_cls: 2.6557, loss: 2.6557 2020-07-03 22:54:03,301 - mmaction - INFO - Epoch [189][580/627] lr: 9.853e-03, eta: 12:03:44, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6292, loss_cls: 2.6835, loss: 2.6835 2020-07-03 22:54:21,022 - mmaction - INFO - Epoch [189][600/627] lr: 9.853e-03, eta: 12:03:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.5979, loss_cls: 2.8841, loss: 2.8841 2020-07-03 22:54:38,695 - mmaction - INFO - Epoch [189][620/627] lr: 9.853e-03, eta: 12:03:00, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6271, loss_cls: 2.8646, loss: 2.8646 2020-07-03 22:56:30,469 - mmaction - INFO - Epoch [190][20/627] lr: 9.582e-03, eta: 12:03:00, time: 5.158, data_time: 4.270, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6146, loss_cls: 2.7267, loss: 2.7267 2020-07-03 22:56:48,382 - mmaction - INFO - Epoch [190][40/627] lr: 9.582e-03, eta: 12:02:39, time: 0.897, data_time: 0.021, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6437, loss_cls: 2.6581, loss: 2.6581 2020-07-03 22:57:06,067 - mmaction - INFO - Epoch [190][60/627] lr: 9.582e-03, eta: 12:02:17, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6021, loss_cls: 2.8345, loss: 2.8345 2020-07-03 22:57:23,744 - mmaction - INFO - Epoch [190][80/627] lr: 9.582e-03, eta: 12:01:55, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6146, loss_cls: 2.7164, loss: 2.7164 2020-07-03 22:57:41,421 - mmaction - INFO - Epoch [190][100/627] lr: 9.582e-03, eta: 12:01:33, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6333, loss_cls: 2.7483, loss: 2.7483 2020-07-03 22:57:59,116 - mmaction - INFO - Epoch [190][120/627] lr: 9.582e-03, eta: 12:01:12, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6000, loss_cls: 2.9254, loss: 2.9254 2020-07-03 22:58:16,772 - mmaction - INFO - Epoch [190][140/627] lr: 9.582e-03, eta: 12:00:50, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.5979, loss_cls: 2.8913, loss: 2.8913 2020-07-03 22:58:34,532 - mmaction - INFO - Epoch [190][160/627] lr: 9.582e-03, eta: 12:00:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6250, loss_cls: 2.6917, loss: 2.6917 2020-07-03 22:58:52,212 - mmaction - INFO - Epoch [190][180/627] lr: 9.582e-03, eta: 12:00:06, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6542, loss_cls: 2.6299, loss: 2.6299 2020-07-03 22:59:09,985 - mmaction - INFO - Epoch [190][200/627] lr: 9.582e-03, eta: 11:59:45, time: 0.887, data_time: 0.005, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6271, loss_cls: 2.6892, loss: 2.6892 2020-07-03 22:59:27,743 - mmaction - INFO - Epoch [190][220/627] lr: 9.582e-03, eta: 11:59:23, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6354, loss_cls: 2.7262, loss: 2.7262 2020-07-03 22:59:45,458 - mmaction - INFO - Epoch [190][240/627] lr: 9.582e-03, eta: 11:59:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6438, loss_cls: 2.5865, loss: 2.5865 2020-07-03 23:00:14,622 - mmaction - INFO - Epoch [190][260/627] lr: 9.582e-03, eta: 11:58:44, time: 1.449, data_time: 0.006, memory: 8451, top1_acc: 0.3604, top5_acc: 0.6500, loss_cls: 2.7406, loss: 2.7406 2020-07-03 23:00:32,359 - mmaction - INFO - Epoch [190][280/627] lr: 9.582e-03, eta: 11:58:22, time: 0.897, data_time: 0.018, memory: 8451, top1_acc: 0.3812, top5_acc: 0.5938, loss_cls: 2.8439, loss: 2.8439 2020-07-03 23:00:50,073 - mmaction - INFO - Epoch [190][300/627] lr: 9.582e-03, eta: 11:58:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6313, loss_cls: 2.7038, loss: 2.7038 2020-07-03 23:01:07,795 - mmaction - INFO - Epoch [190][320/627] lr: 9.582e-03, eta: 11:57:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6083, loss_cls: 2.7989, loss: 2.7989 2020-07-03 23:01:25,497 - mmaction - INFO - Epoch [190][340/627] lr: 9.582e-03, eta: 11:57:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6292, loss_cls: 2.7175, loss: 2.7175 2020-07-03 23:01:43,240 - mmaction - INFO - Epoch [190][360/627] lr: 9.582e-03, eta: 11:56:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.6734, loss: 2.6734 2020-07-03 23:02:00,933 - mmaction - INFO - Epoch [190][380/627] lr: 9.582e-03, eta: 11:56:33, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6042, loss_cls: 2.7727, loss: 2.7727 2020-07-03 23:02:18,660 - mmaction - INFO - Epoch [190][400/627] lr: 9.582e-03, eta: 11:56:12, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6250, loss_cls: 2.7039, loss: 2.7039 2020-07-03 23:02:36,344 - mmaction - INFO - Epoch [190][420/627] lr: 9.582e-03, eta: 11:55:50, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6417, loss_cls: 2.7095, loss: 2.7095 2020-07-03 23:02:54,126 - mmaction - INFO - Epoch [190][440/627] lr: 9.582e-03, eta: 11:55:28, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6917, loss_cls: 2.4613, loss: 2.4613 2020-07-03 23:03:11,856 - mmaction - INFO - Epoch [190][460/627] lr: 9.582e-03, eta: 11:55:06, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3625, top5_acc: 0.6354, loss_cls: 2.7932, loss: 2.7932 2020-07-03 23:03:29,634 - mmaction - INFO - Epoch [190][480/627] lr: 9.582e-03, eta: 11:54:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6563, loss_cls: 2.7160, loss: 2.7160 2020-07-03 23:03:47,347 - mmaction - INFO - Epoch [190][500/627] lr: 9.582e-03, eta: 11:54:23, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6292, loss_cls: 2.7538, loss: 2.7538 2020-07-03 23:04:05,084 - mmaction - INFO - Epoch [190][520/627] lr: 9.582e-03, eta: 11:54:01, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6521, loss_cls: 2.7713, loss: 2.7713 2020-07-03 23:04:22,788 - mmaction - INFO - Epoch [190][540/627] lr: 9.582e-03, eta: 11:53:40, time: 0.888, data_time: 0.004, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6396, loss_cls: 2.7038, loss: 2.7038 2020-07-03 23:04:40,540 - mmaction - INFO - Epoch [190][560/627] lr: 9.582e-03, eta: 11:53:18, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6167, loss_cls: 2.8089, loss: 2.8089 2020-07-03 23:04:58,326 - mmaction - INFO - Epoch [190][580/627] lr: 9.582e-03, eta: 11:52:56, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6271, loss_cls: 2.6668, loss: 2.6668 2020-07-03 23:05:16,069 - mmaction - INFO - Epoch [190][600/627] lr: 9.582e-03, eta: 11:52:34, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6417, loss_cls: 2.7093, loss: 2.7093 2020-07-03 23:05:33,812 - mmaction - INFO - Epoch [190][620/627] lr: 9.582e-03, eta: 11:52:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6333, loss_cls: 2.6912, loss: 2.6912 2020-07-03 23:08:33,664 - mmaction - INFO - Epoch [191][20/627] lr: 9.314e-03, eta: 11:52:34, time: 8.167, data_time: 7.212, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6625, loss_cls: 2.6098, loss: 2.6098 2020-07-03 23:08:51,217 - mmaction - INFO - Epoch [191][40/627] lr: 9.314e-03, eta: 11:52:12, time: 0.878, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6188, loss_cls: 2.8280, loss: 2.8280 2020-07-03 23:09:08,906 - mmaction - INFO - Epoch [191][60/627] lr: 9.314e-03, eta: 11:51:50, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6479, loss_cls: 2.7644, loss: 2.7644 2020-07-03 23:09:26,579 - mmaction - INFO - Epoch [191][80/627] lr: 9.314e-03, eta: 11:51:29, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.8681, loss: 2.8681 2020-07-03 23:09:44,251 - mmaction - INFO - Epoch [191][100/627] lr: 9.314e-03, eta: 11:51:07, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3583, top5_acc: 0.5917, loss_cls: 2.9325, loss: 2.9325 2020-07-03 23:10:04,023 - mmaction - INFO - Epoch [191][120/627] lr: 9.314e-03, eta: 11:50:46, time: 0.968, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6750, loss_cls: 2.5504, loss: 2.5504 2020-07-03 23:10:23,118 - mmaction - INFO - Epoch [191][140/627] lr: 9.314e-03, eta: 11:50:25, time: 0.976, data_time: 0.042, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6313, loss_cls: 2.5882, loss: 2.5882 2020-07-03 23:10:40,835 - mmaction - INFO - Epoch [191][160/627] lr: 9.314e-03, eta: 11:50:03, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6854, loss_cls: 2.4468, loss: 2.4468 2020-07-03 23:10:58,533 - mmaction - INFO - Epoch [191][180/627] lr: 9.314e-03, eta: 11:49:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6292, loss_cls: 2.7766, loss: 2.7766 2020-07-03 23:11:16,239 - mmaction - INFO - Epoch [191][200/627] lr: 9.314e-03, eta: 11:49:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6646, loss_cls: 2.6609, loss: 2.6609 2020-07-03 23:11:33,957 - mmaction - INFO - Epoch [191][220/627] lr: 9.314e-03, eta: 11:48:58, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6500, loss_cls: 2.6498, loss: 2.6498 2020-07-03 23:11:51,666 - mmaction - INFO - Epoch [191][240/627] lr: 9.314e-03, eta: 11:48:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6542, loss_cls: 2.6032, loss: 2.6032 2020-07-03 23:12:09,435 - mmaction - INFO - Epoch [191][260/627] lr: 9.314e-03, eta: 11:48:14, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6229, loss_cls: 2.7533, loss: 2.7533 2020-07-03 23:12:27,173 - mmaction - INFO - Epoch [191][280/627] lr: 9.314e-03, eta: 11:47:53, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6771, loss_cls: 2.5370, loss: 2.5370 2020-07-03 23:12:44,901 - mmaction - INFO - Epoch [191][300/627] lr: 9.314e-03, eta: 11:47:31, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6313, loss_cls: 2.7676, loss: 2.7676 2020-07-03 23:13:02,624 - mmaction - INFO - Epoch [191][320/627] lr: 9.314e-03, eta: 11:47:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6104, loss_cls: 2.7608, loss: 2.7608 2020-07-03 23:13:20,382 - mmaction - INFO - Epoch [191][340/627] lr: 9.314e-03, eta: 11:46:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6083, loss_cls: 2.8108, loss: 2.8108 2020-07-03 23:13:38,101 - mmaction - INFO - Epoch [191][360/627] lr: 9.314e-03, eta: 11:46:26, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6292, loss_cls: 2.7599, loss: 2.7599 2020-07-03 23:13:55,841 - mmaction - INFO - Epoch [191][380/627] lr: 9.314e-03, eta: 11:46:04, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6854, loss_cls: 2.5639, loss: 2.5639 2020-07-03 23:14:13,559 - mmaction - INFO - Epoch [191][400/627] lr: 9.314e-03, eta: 11:45:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6250, loss_cls: 2.7795, loss: 2.7795 2020-07-03 23:14:31,239 - mmaction - INFO - Epoch [191][420/627] lr: 9.314e-03, eta: 11:45:20, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6438, loss_cls: 2.6193, loss: 2.6193 2020-07-03 23:14:48,985 - mmaction - INFO - Epoch [191][440/627] lr: 9.314e-03, eta: 11:44:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6437, loss_cls: 2.6387, loss: 2.6387 2020-07-03 23:15:06,784 - mmaction - INFO - Epoch [191][460/627] lr: 9.314e-03, eta: 11:44:37, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.3542, top5_acc: 0.6104, loss_cls: 2.9005, loss: 2.9005 2020-07-03 23:15:24,462 - mmaction - INFO - Epoch [191][480/627] lr: 9.314e-03, eta: 11:44:15, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6812, loss_cls: 2.5639, loss: 2.5639 2020-07-03 23:15:42,213 - mmaction - INFO - Epoch [191][500/627] lr: 9.314e-03, eta: 11:43:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6479, loss_cls: 2.6748, loss: 2.6748 2020-07-03 23:15:59,964 - mmaction - INFO - Epoch [191][520/627] lr: 9.314e-03, eta: 11:43:32, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6208, loss_cls: 2.7830, loss: 2.7830 2020-07-03 23:16:17,738 - mmaction - INFO - Epoch [191][540/627] lr: 9.314e-03, eta: 11:43:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6583, loss_cls: 2.6036, loss: 2.6036 2020-07-03 23:16:35,498 - mmaction - INFO - Epoch [191][560/627] lr: 9.314e-03, eta: 11:42:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6708, loss_cls: 2.6148, loss: 2.6148 2020-07-03 23:16:53,232 - mmaction - INFO - Epoch [191][580/627] lr: 9.314e-03, eta: 11:42:27, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6771, loss_cls: 2.5858, loss: 2.5858 2020-07-03 23:17:10,970 - mmaction - INFO - Epoch [191][600/627] lr: 9.314e-03, eta: 11:42:05, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7287, loss: 2.7287 2020-07-03 23:17:28,727 - mmaction - INFO - Epoch [191][620/627] lr: 9.314e-03, eta: 11:41:43, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6062, loss_cls: 2.6767, loss: 2.6767 2020-07-03 23:19:28,832 - mmaction - INFO - Epoch [192][20/627] lr: 9.049e-03, eta: 11:41:44, time: 5.464, data_time: 4.525, memory: 8451, top1_acc: 0.4208, top5_acc: 0.5979, loss_cls: 2.7427, loss: 2.7427 2020-07-03 23:19:46,467 - mmaction - INFO - Epoch [192][40/627] lr: 9.049e-03, eta: 11:41:23, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.3750, top5_acc: 0.6021, loss_cls: 2.8567, loss: 2.8567 2020-07-03 23:20:06,513 - mmaction - INFO - Epoch [192][60/627] lr: 9.049e-03, eta: 11:41:02, time: 1.000, data_time: 0.002, memory: 8451, top1_acc: 0.3813, top5_acc: 0.6000, loss_cls: 2.8844, loss: 2.8844 2020-07-03 23:20:24,184 - mmaction - INFO - Epoch [192][80/627] lr: 9.049e-03, eta: 11:40:40, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6708, loss_cls: 2.5415, loss: 2.5415 2020-07-03 23:20:41,883 - mmaction - INFO - Epoch [192][100/627] lr: 9.049e-03, eta: 11:40:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6542, loss_cls: 2.5530, loss: 2.5530 2020-07-03 23:20:59,566 - mmaction - INFO - Epoch [192][120/627] lr: 9.049e-03, eta: 11:39:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6292, loss_cls: 2.6649, loss: 2.6649 2020-07-03 23:21:17,242 - mmaction - INFO - Epoch [192][140/627] lr: 9.049e-03, eta: 11:39:35, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6396, loss_cls: 2.6984, loss: 2.6984 2020-07-03 23:21:34,965 - mmaction - INFO - Epoch [192][160/627] lr: 9.049e-03, eta: 11:39:13, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6792, loss_cls: 2.6172, loss: 2.6172 2020-07-03 23:21:52,717 - mmaction - INFO - Epoch [192][180/627] lr: 9.049e-03, eta: 11:38:52, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6375, loss_cls: 2.7025, loss: 2.7025 2020-07-03 23:22:10,443 - mmaction - INFO - Epoch [192][200/627] lr: 9.049e-03, eta: 11:38:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6479, loss_cls: 2.6411, loss: 2.6411 2020-07-03 23:22:28,203 - mmaction - INFO - Epoch [192][220/627] lr: 9.049e-03, eta: 11:38:08, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6050, loss: 2.6050 2020-07-03 23:22:45,881 - mmaction - INFO - Epoch [192][240/627] lr: 9.049e-03, eta: 11:37:46, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6292, loss_cls: 2.7099, loss: 2.7099 2020-07-03 23:23:03,613 - mmaction - INFO - Epoch [192][260/627] lr: 9.049e-03, eta: 11:37:25, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6479, loss_cls: 2.6467, loss: 2.6467 2020-07-03 23:23:21,328 - mmaction - INFO - Epoch [192][280/627] lr: 9.049e-03, eta: 11:37:03, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6417, loss_cls: 2.6025, loss: 2.6025 2020-07-03 23:23:39,040 - mmaction - INFO - Epoch [192][300/627] lr: 9.049e-03, eta: 11:36:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6542, loss_cls: 2.6236, loss: 2.6236 2020-07-03 23:23:56,789 - mmaction - INFO - Epoch [192][320/627] lr: 9.049e-03, eta: 11:36:20, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6375, loss_cls: 2.6879, loss: 2.6879 2020-07-03 23:24:14,499 - mmaction - INFO - Epoch [192][340/627] lr: 9.049e-03, eta: 11:35:58, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6500, loss_cls: 2.6087, loss: 2.6087 2020-07-03 23:24:32,194 - mmaction - INFO - Epoch [192][360/627] lr: 9.049e-03, eta: 11:35:36, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.7199, loss: 2.7199 2020-07-03 23:24:49,914 - mmaction - INFO - Epoch [192][380/627] lr: 9.049e-03, eta: 11:35:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6104, loss_cls: 2.8144, loss: 2.8144 2020-07-03 23:25:07,672 - mmaction - INFO - Epoch [192][400/627] lr: 9.049e-03, eta: 11:34:53, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6792, loss_cls: 2.4644, loss: 2.4644 2020-07-03 23:25:25,355 - mmaction - INFO - Epoch [192][420/627] lr: 9.049e-03, eta: 11:34:31, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6583, loss_cls: 2.5491, loss: 2.5491 2020-07-03 23:25:43,071 - mmaction - INFO - Epoch [192][440/627] lr: 9.049e-03, eta: 11:34:09, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6188, loss_cls: 2.7319, loss: 2.7319 2020-07-03 23:26:00,811 - mmaction - INFO - Epoch [192][460/627] lr: 9.049e-03, eta: 11:33:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6333, loss_cls: 2.7132, loss: 2.7132 2020-07-03 23:26:18,593 - mmaction - INFO - Epoch [192][480/627] lr: 9.049e-03, eta: 11:33:26, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6167, loss_cls: 2.7345, loss: 2.7345 2020-07-03 23:26:36,317 - mmaction - INFO - Epoch [192][500/627] lr: 9.049e-03, eta: 11:33:04, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6354, loss_cls: 2.8124, loss: 2.8124 2020-07-03 23:26:54,029 - mmaction - INFO - Epoch [192][520/627] lr: 9.049e-03, eta: 11:32:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6208, loss_cls: 2.7035, loss: 2.7035 2020-07-03 23:27:11,736 - mmaction - INFO - Epoch [192][540/627] lr: 9.049e-03, eta: 11:32:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6375, loss_cls: 2.6678, loss: 2.6678 2020-07-03 23:27:29,431 - mmaction - INFO - Epoch [192][560/627] lr: 9.049e-03, eta: 11:31:59, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6312, loss_cls: 2.6551, loss: 2.6551 2020-07-03 23:27:47,149 - mmaction - INFO - Epoch [192][580/627] lr: 9.049e-03, eta: 11:31:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6396, loss_cls: 2.7576, loss: 2.7576 2020-07-03 23:28:04,940 - mmaction - INFO - Epoch [192][600/627] lr: 9.049e-03, eta: 11:31:16, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6396, loss_cls: 2.7680, loss: 2.7680 2020-07-03 23:28:22,655 - mmaction - INFO - Epoch [192][620/627] lr: 9.049e-03, eta: 11:30:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6500, loss_cls: 2.5405, loss: 2.5405 2020-07-03 23:28:32,782 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-07-03 23:30:32,732 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-03 23:30:33,674 - mmaction - INFO - top1_acc 0.4488 top5_acc 0.6925 2020-07-03 23:30:33,674 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-03 23:30:33,737 - mmaction - INFO - mean_acc 0.4487 2020-07-03 23:30:33,744 - mmaction - INFO - Epoch [192][627/627] lr: 9.049e-03, top1_acc: 0.4488, top5_acc: 0.6925, mean_class_accuracy: 0.4487 2020-07-03 23:32:23,056 - mmaction - INFO - Epoch [193][20/627] lr: 8.787e-03, eta: 11:30:55, time: 5.464, data_time: 4.539, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6104, loss_cls: 2.8354, loss: 2.8354 2020-07-03 23:32:40,715 - mmaction - INFO - Epoch [193][40/627] lr: 8.787e-03, eta: 11:30:33, time: 0.883, data_time: 0.004, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6375, loss_cls: 2.6983, loss: 2.6983 2020-07-03 23:32:58,356 - mmaction - INFO - Epoch [193][60/627] lr: 8.787e-03, eta: 11:30:11, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6542, loss_cls: 2.6305, loss: 2.6305 2020-07-03 23:33:15,992 - mmaction - INFO - Epoch [193][80/627] lr: 8.787e-03, eta: 11:29:49, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6229, loss_cls: 2.7577, loss: 2.7577 2020-07-03 23:33:33,724 - mmaction - INFO - Epoch [193][100/627] lr: 8.787e-03, eta: 11:29:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6521, loss_cls: 2.5193, loss: 2.5193 2020-07-03 23:33:51,445 - mmaction - INFO - Epoch [193][120/627] lr: 8.787e-03, eta: 11:29:06, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6187, loss_cls: 2.8149, loss: 2.8149 2020-07-03 23:34:09,113 - mmaction - INFO - Epoch [193][140/627] lr: 8.787e-03, eta: 11:28:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6792, loss_cls: 2.4907, loss: 2.4907 2020-07-03 23:34:26,778 - mmaction - INFO - Epoch [193][160/627] lr: 8.787e-03, eta: 11:28:23, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6500, loss_cls: 2.5717, loss: 2.5717 2020-07-03 23:34:44,541 - mmaction - INFO - Epoch [193][180/627] lr: 8.787e-03, eta: 11:28:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6208, loss_cls: 2.7233, loss: 2.7233 2020-07-03 23:35:02,712 - mmaction - INFO - Epoch [193][200/627] lr: 8.787e-03, eta: 11:27:39, time: 0.909, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6313, loss_cls: 2.7332, loss: 2.7332 2020-07-03 23:35:20,735 - mmaction - INFO - Epoch [193][220/627] lr: 8.787e-03, eta: 11:27:18, time: 0.902, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6771, loss_cls: 2.5325, loss: 2.5325 2020-07-03 23:35:38,483 - mmaction - INFO - Epoch [193][240/627] lr: 8.787e-03, eta: 11:26:56, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7518, loss: 2.7518 2020-07-03 23:35:56,140 - mmaction - INFO - Epoch [193][260/627] lr: 8.787e-03, eta: 11:26:35, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6708, loss_cls: 2.5998, loss: 2.5998 2020-07-03 23:36:13,896 - mmaction - INFO - Epoch [193][280/627] lr: 8.787e-03, eta: 11:26:13, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6146, loss_cls: 2.7349, loss: 2.7349 2020-07-03 23:36:31,626 - mmaction - INFO - Epoch [193][300/627] lr: 8.787e-03, eta: 11:25:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6146, loss_cls: 2.7570, loss: 2.7570 2020-07-03 23:36:49,356 - mmaction - INFO - Epoch [193][320/627] lr: 8.787e-03, eta: 11:25:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6771, loss_cls: 2.5440, loss: 2.5440 2020-07-03 23:37:07,108 - mmaction - INFO - Epoch [193][340/627] lr: 8.787e-03, eta: 11:25:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6833, loss_cls: 2.5786, loss: 2.5786 2020-07-03 23:37:24,899 - mmaction - INFO - Epoch [193][360/627] lr: 8.787e-03, eta: 11:24:46, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6813, loss_cls: 2.5894, loss: 2.5894 2020-07-03 23:37:42,629 - mmaction - INFO - Epoch [193][380/627] lr: 8.787e-03, eta: 11:24:25, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6333, loss_cls: 2.6508, loss: 2.6508 2020-07-03 23:38:00,330 - mmaction - INFO - Epoch [193][400/627] lr: 8.787e-03, eta: 11:24:03, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6375, loss_cls: 2.6280, loss: 2.6280 2020-07-03 23:38:18,032 - mmaction - INFO - Epoch [193][420/627] lr: 8.787e-03, eta: 11:23:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6417, loss_cls: 2.6967, loss: 2.6967 2020-07-03 23:38:35,782 - mmaction - INFO - Epoch [193][440/627] lr: 8.787e-03, eta: 11:23:20, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6396, loss_cls: 2.6825, loss: 2.6825 2020-07-03 23:38:53,528 - mmaction - INFO - Epoch [193][460/627] lr: 8.787e-03, eta: 11:22:58, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6396, loss_cls: 2.6235, loss: 2.6235 2020-07-03 23:39:11,267 - mmaction - INFO - Epoch [193][480/627] lr: 8.787e-03, eta: 11:22:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6438, loss_cls: 2.6816, loss: 2.6816 2020-07-03 23:39:29,007 - mmaction - INFO - Epoch [193][500/627] lr: 8.787e-03, eta: 11:22:15, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6313, loss_cls: 2.7076, loss: 2.7076 2020-07-03 23:39:46,706 - mmaction - INFO - Epoch [193][520/627] lr: 8.787e-03, eta: 11:21:53, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6292, loss_cls: 2.7732, loss: 2.7732 2020-07-03 23:40:04,454 - mmaction - INFO - Epoch [193][540/627] lr: 8.787e-03, eta: 11:21:31, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6333, loss_cls: 2.6907, loss: 2.6907 2020-07-03 23:40:22,162 - mmaction - INFO - Epoch [193][560/627] lr: 8.787e-03, eta: 11:21:10, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6229, loss_cls: 2.7853, loss: 2.7853 2020-07-03 23:40:40,480 - mmaction - INFO - Epoch [193][580/627] lr: 8.787e-03, eta: 11:20:48, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6333, loss_cls: 2.7106, loss: 2.7106 2020-07-03 23:40:58,184 - mmaction - INFO - Epoch [193][600/627] lr: 8.787e-03, eta: 11:20:26, time: 0.912, data_time: 0.027, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6292, loss_cls: 2.6922, loss: 2.6922 2020-07-03 23:41:16,026 - mmaction - INFO - Epoch [193][620/627] lr: 8.787e-03, eta: 11:20:05, time: 0.891, data_time: 0.007, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6146, loss_cls: 2.7346, loss: 2.7346 2020-07-03 23:43:19,393 - mmaction - INFO - Epoch [194][20/627] lr: 8.528e-03, eta: 11:20:06, time: 5.730, data_time: 4.809, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6500, loss_cls: 2.6235, loss: 2.6235 2020-07-03 23:43:37,035 - mmaction - INFO - Epoch [194][40/627] lr: 8.528e-03, eta: 11:19:45, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6646, loss_cls: 2.5780, loss: 2.5780 2020-07-03 23:43:54,671 - mmaction - INFO - Epoch [194][60/627] lr: 8.528e-03, eta: 11:19:23, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6729, loss_cls: 2.5329, loss: 2.5329 2020-07-03 23:44:12,347 - mmaction - INFO - Epoch [194][80/627] lr: 8.528e-03, eta: 11:19:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6500, loss_cls: 2.6634, loss: 2.6634 2020-07-03 23:44:30,018 - mmaction - INFO - Epoch [194][100/627] lr: 8.528e-03, eta: 11:18:40, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6062, loss_cls: 2.7481, loss: 2.7481 2020-07-03 23:44:47,728 - mmaction - INFO - Epoch [194][120/627] lr: 8.528e-03, eta: 11:18:18, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6146, loss_cls: 2.7366, loss: 2.7366 2020-07-03 23:45:05,925 - mmaction - INFO - Epoch [194][140/627] lr: 8.528e-03, eta: 11:17:56, time: 0.911, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6687, loss_cls: 2.5649, loss: 2.5649 2020-07-03 23:45:23,580 - mmaction - INFO - Epoch [194][160/627] lr: 8.528e-03, eta: 11:17:35, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6375, loss_cls: 2.7137, loss: 2.7137 2020-07-03 23:45:41,330 - mmaction - INFO - Epoch [194][180/627] lr: 8.528e-03, eta: 11:17:13, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6375, loss_cls: 2.6485, loss: 2.6485 2020-07-03 23:45:59,670 - mmaction - INFO - Epoch [194][200/627] lr: 8.528e-03, eta: 11:16:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6292, loss_cls: 2.7248, loss: 2.7248 2020-07-03 23:46:17,386 - mmaction - INFO - Epoch [194][220/627] lr: 8.528e-03, eta: 11:16:30, time: 0.915, data_time: 0.031, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6542, loss_cls: 2.5501, loss: 2.5501 2020-07-03 23:46:35,175 - mmaction - INFO - Epoch [194][240/627] lr: 8.528e-03, eta: 11:16:08, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6625, loss_cls: 2.5364, loss: 2.5364 2020-07-03 23:46:52,860 - mmaction - INFO - Epoch [194][260/627] lr: 8.528e-03, eta: 11:15:47, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6292, loss_cls: 2.7039, loss: 2.7039 2020-07-03 23:47:10,626 - mmaction - INFO - Epoch [194][280/627] lr: 8.528e-03, eta: 11:15:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6250, loss_cls: 2.7180, loss: 2.7180 2020-07-03 23:47:28,380 - mmaction - INFO - Epoch [194][300/627] lr: 8.528e-03, eta: 11:15:03, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6333, loss_cls: 2.7193, loss: 2.7193 2020-07-03 23:47:46,119 - mmaction - INFO - Epoch [194][320/627] lr: 8.528e-03, eta: 11:14:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6521, loss_cls: 2.7001, loss: 2.7001 2020-07-03 23:48:03,976 - mmaction - INFO - Epoch [194][340/627] lr: 8.528e-03, eta: 11:14:20, time: 0.894, data_time: 0.009, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6458, loss_cls: 2.6529, loss: 2.6529 2020-07-03 23:48:21,724 - mmaction - INFO - Epoch [194][360/627] lr: 8.528e-03, eta: 11:13:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6250, loss_cls: 2.7993, loss: 2.7993 2020-07-03 23:48:39,465 - mmaction - INFO - Epoch [194][380/627] lr: 8.528e-03, eta: 11:13:37, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6792, loss_cls: 2.5652, loss: 2.5652 2020-07-03 23:48:57,177 - mmaction - INFO - Epoch [194][400/627] lr: 8.528e-03, eta: 11:13:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6188, loss_cls: 2.6605, loss: 2.6605 2020-07-03 23:49:14,937 - mmaction - INFO - Epoch [194][420/627] lr: 8.528e-03, eta: 11:12:54, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6167, loss_cls: 2.8170, loss: 2.8170 2020-07-03 23:49:32,698 - mmaction - INFO - Epoch [194][440/627] lr: 8.528e-03, eta: 11:12:32, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6708, loss_cls: 2.4991, loss: 2.4991 2020-07-03 23:49:50,430 - mmaction - INFO - Epoch [194][460/627] lr: 8.528e-03, eta: 11:12:10, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6250, loss_cls: 2.7402, loss: 2.7402 2020-07-03 23:50:08,223 - mmaction - INFO - Epoch [194][480/627] lr: 8.528e-03, eta: 11:11:49, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6479, loss_cls: 2.6073, loss: 2.6073 2020-07-03 23:50:25,946 - mmaction - INFO - Epoch [194][500/627] lr: 8.528e-03, eta: 11:11:27, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6062, loss_cls: 2.7533, loss: 2.7533 2020-07-03 23:50:43,646 - mmaction - INFO - Epoch [194][520/627] lr: 8.528e-03, eta: 11:11:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6229, loss_cls: 2.8080, loss: 2.8080 2020-07-03 23:51:01,343 - mmaction - INFO - Epoch [194][540/627] lr: 8.528e-03, eta: 11:10:44, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.5978, loss: 2.5978 2020-07-03 23:51:19,058 - mmaction - INFO - Epoch [194][560/627] lr: 8.528e-03, eta: 11:10:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4312, top5_acc: 0.6375, loss_cls: 2.6629, loss: 2.6629 2020-07-03 23:51:36,776 - mmaction - INFO - Epoch [194][580/627] lr: 8.528e-03, eta: 11:10:00, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6229, loss_cls: 2.7245, loss: 2.7245 2020-07-03 23:51:54,539 - mmaction - INFO - Epoch [194][600/627] lr: 8.528e-03, eta: 11:09:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6125, loss_cls: 2.7416, loss: 2.7416 2020-07-03 23:52:12,230 - mmaction - INFO - Epoch [194][620/627] lr: 8.528e-03, eta: 11:09:17, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6354, loss_cls: 2.6275, loss: 2.6275 2020-07-03 23:54:12,397 - mmaction - INFO - Epoch [195][20/627] lr: 8.273e-03, eta: 11:09:17, time: 5.595, data_time: 4.099, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6750, loss_cls: 2.5803, loss: 2.5803 2020-07-03 23:54:30,027 - mmaction - INFO - Epoch [195][40/627] lr: 8.273e-03, eta: 11:08:56, time: 0.883, data_time: 0.004, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6146, loss_cls: 2.7209, loss: 2.7209 2020-07-03 23:54:47,608 - mmaction - INFO - Epoch [195][60/627] lr: 8.273e-03, eta: 11:08:34, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6771, loss_cls: 2.5554, loss: 2.5554 2020-07-03 23:55:07,276 - mmaction - INFO - Epoch [195][80/627] lr: 8.273e-03, eta: 11:08:13, time: 0.982, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6458, loss_cls: 2.6354, loss: 2.6354 2020-07-03 23:55:24,940 - mmaction - INFO - Epoch [195][100/627] lr: 8.273e-03, eta: 11:07:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3750, top5_acc: 0.5979, loss_cls: 2.8708, loss: 2.8708 2020-07-03 23:55:43,013 - mmaction - INFO - Epoch [195][120/627] lr: 8.273e-03, eta: 11:07:30, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6458, loss_cls: 2.6376, loss: 2.6376 2020-07-03 23:56:01,297 - mmaction - INFO - Epoch [195][140/627] lr: 8.273e-03, eta: 11:07:08, time: 0.932, data_time: 0.044, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6458, loss_cls: 2.6288, loss: 2.6288 2020-07-03 23:56:18,963 - mmaction - INFO - Epoch [195][160/627] lr: 8.273e-03, eta: 11:06:47, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6437, loss_cls: 2.6997, loss: 2.6997 2020-07-03 23:56:36,645 - mmaction - INFO - Epoch [195][180/627] lr: 8.273e-03, eta: 11:06:25, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4708, top5_acc: 0.7063, loss_cls: 2.4236, loss: 2.4236 2020-07-03 23:56:54,354 - mmaction - INFO - Epoch [195][200/627] lr: 8.273e-03, eta: 11:06:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6625, loss_cls: 2.4840, loss: 2.4840 2020-07-03 23:57:12,102 - mmaction - INFO - Epoch [195][220/627] lr: 8.273e-03, eta: 11:05:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6646, loss_cls: 2.5343, loss: 2.5343 2020-07-03 23:57:29,828 - mmaction - INFO - Epoch [195][240/627] lr: 8.273e-03, eta: 11:05:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6333, loss_cls: 2.7252, loss: 2.7252 2020-07-03 23:57:47,583 - mmaction - INFO - Epoch [195][260/627] lr: 8.273e-03, eta: 11:04:58, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6458, loss_cls: 2.6908, loss: 2.6908 2020-07-03 23:58:05,304 - mmaction - INFO - Epoch [195][280/627] lr: 8.273e-03, eta: 11:04:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6708, loss_cls: 2.5130, loss: 2.5130 2020-07-03 23:58:23,044 - mmaction - INFO - Epoch [195][300/627] lr: 8.273e-03, eta: 11:04:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6562, loss_cls: 2.5473, loss: 2.5473 2020-07-03 23:58:40,757 - mmaction - INFO - Epoch [195][320/627] lr: 8.273e-03, eta: 11:03:53, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6250, loss_cls: 2.6876, loss: 2.6876 2020-07-03 23:58:58,526 - mmaction - INFO - Epoch [195][340/627] lr: 8.273e-03, eta: 11:03:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6500, loss_cls: 2.6128, loss: 2.6128 2020-07-03 23:59:16,387 - mmaction - INFO - Epoch [195][360/627] lr: 8.273e-03, eta: 11:03:10, time: 0.894, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6250, loss_cls: 2.8351, loss: 2.8351 2020-07-03 23:59:34,206 - mmaction - INFO - Epoch [195][380/627] lr: 8.273e-03, eta: 11:02:49, time: 0.891, data_time: 0.001, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6542, loss_cls: 2.6094, loss: 2.6094 2020-07-03 23:59:51,909 - mmaction - INFO - Epoch [195][400/627] lr: 8.273e-03, eta: 11:02:27, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6333, loss_cls: 2.6522, loss: 2.6522 2020-07-04 00:00:15,504 - mmaction - INFO - Epoch [195][420/627] lr: 8.273e-03, eta: 11:02:07, time: 1.175, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6542, loss_cls: 2.6285, loss: 2.6285 2020-07-04 00:00:33,237 - mmaction - INFO - Epoch [195][440/627] lr: 8.273e-03, eta: 11:01:46, time: 0.892, data_time: 0.011, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6271, loss_cls: 2.6810, loss: 2.6810 2020-07-04 00:00:50,942 - mmaction - INFO - Epoch [195][460/627] lr: 8.273e-03, eta: 11:01:24, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6479, loss_cls: 2.6114, loss: 2.6114 2020-07-04 00:01:08,722 - mmaction - INFO - Epoch [195][480/627] lr: 8.273e-03, eta: 11:01:02, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6312, loss_cls: 2.7181, loss: 2.7181 2020-07-04 00:01:26,409 - mmaction - INFO - Epoch [195][500/627] lr: 8.273e-03, eta: 11:00:41, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6646, loss_cls: 2.5566, loss: 2.5566 2020-07-04 00:01:44,161 - mmaction - INFO - Epoch [195][520/627] lr: 8.273e-03, eta: 11:00:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6646, loss_cls: 2.5180, loss: 2.5180 2020-07-04 00:02:01,937 - mmaction - INFO - Epoch [195][540/627] lr: 8.273e-03, eta: 10:59:58, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6438, loss_cls: 2.6866, loss: 2.6866 2020-07-04 00:02:19,683 - mmaction - INFO - Epoch [195][560/627] lr: 8.273e-03, eta: 10:59:36, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6792, loss_cls: 2.5213, loss: 2.5213 2020-07-04 00:02:37,430 - mmaction - INFO - Epoch [195][580/627] lr: 8.273e-03, eta: 10:59:14, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6250, loss_cls: 2.6943, loss: 2.6943 2020-07-04 00:02:55,240 - mmaction - INFO - Epoch [195][600/627] lr: 8.273e-03, eta: 10:58:53, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6521, loss_cls: 2.7415, loss: 2.7415 2020-07-04 00:03:12,947 - mmaction - INFO - Epoch [195][620/627] lr: 8.273e-03, eta: 10:58:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6042, loss_cls: 2.8584, loss: 2.8584 2020-07-04 00:05:34,835 - mmaction - INFO - Epoch [196][20/627] lr: 8.020e-03, eta: 10:58:36, time: 6.404, data_time: 5.431, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6208, loss_cls: 2.7404, loss: 2.7404 2020-07-04 00:05:52,463 - mmaction - INFO - Epoch [196][40/627] lr: 8.020e-03, eta: 10:58:14, time: 0.882, data_time: 0.006, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6354, loss_cls: 2.6832, loss: 2.6832 2020-07-04 00:06:10,111 - mmaction - INFO - Epoch [196][60/627] lr: 8.020e-03, eta: 10:57:53, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6437, loss_cls: 2.6874, loss: 2.6874 2020-07-04 00:06:27,946 - mmaction - INFO - Epoch [196][80/627] lr: 8.020e-03, eta: 10:57:31, time: 0.892, data_time: 0.010, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6312, loss_cls: 2.7543, loss: 2.7543 2020-07-04 00:06:45,623 - mmaction - INFO - Epoch [196][100/627] lr: 8.020e-03, eta: 10:57:09, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6229, loss_cls: 2.8040, loss: 2.8040 2020-07-04 00:07:03,322 - mmaction - INFO - Epoch [196][120/627] lr: 8.020e-03, eta: 10:56:48, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3896, top5_acc: 0.6250, loss_cls: 2.8742, loss: 2.8742 2020-07-04 00:07:21,038 - mmaction - INFO - Epoch [196][140/627] lr: 8.020e-03, eta: 10:56:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6833, loss_cls: 2.4182, loss: 2.4182 2020-07-04 00:07:38,787 - mmaction - INFO - Epoch [196][160/627] lr: 8.020e-03, eta: 10:56:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6292, loss_cls: 2.6454, loss: 2.6454 2020-07-04 00:07:56,505 - mmaction - INFO - Epoch [196][180/627] lr: 8.020e-03, eta: 10:55:43, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6250, loss_cls: 2.7174, loss: 2.7174 2020-07-04 00:08:14,159 - mmaction - INFO - Epoch [196][200/627] lr: 8.020e-03, eta: 10:55:21, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6625, loss_cls: 2.5064, loss: 2.5064 2020-07-04 00:08:31,888 - mmaction - INFO - Epoch [196][220/627] lr: 8.020e-03, eta: 10:55:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6208, loss_cls: 2.7796, loss: 2.7796 2020-07-04 00:08:49,587 - mmaction - INFO - Epoch [196][240/627] lr: 8.020e-03, eta: 10:54:38, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6979, loss_cls: 2.4529, loss: 2.4529 2020-07-04 00:09:07,293 - mmaction - INFO - Epoch [196][260/627] lr: 8.020e-03, eta: 10:54:16, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6396, loss_cls: 2.7241, loss: 2.7241 2020-07-04 00:09:25,000 - mmaction - INFO - Epoch [196][280/627] lr: 8.020e-03, eta: 10:53:55, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5938, loss_cls: 2.8467, loss: 2.8467 2020-07-04 00:09:42,751 - mmaction - INFO - Epoch [196][300/627] lr: 8.020e-03, eta: 10:53:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6563, loss_cls: 2.5498, loss: 2.5498 2020-07-04 00:10:00,479 - mmaction - INFO - Epoch [196][320/627] lr: 8.020e-03, eta: 10:53:11, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6313, loss_cls: 2.6983, loss: 2.6983 2020-07-04 00:10:18,235 - mmaction - INFO - Epoch [196][340/627] lr: 8.020e-03, eta: 10:52:50, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6688, loss_cls: 2.5231, loss: 2.5231 2020-07-04 00:10:35,966 - mmaction - INFO - Epoch [196][360/627] lr: 8.020e-03, eta: 10:52:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6479, loss_cls: 2.6529, loss: 2.6529 2020-07-04 00:10:53,675 - mmaction - INFO - Epoch [196][380/627] lr: 8.020e-03, eta: 10:52:07, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.5750, loss_cls: 2.8640, loss: 2.8640 2020-07-04 00:11:11,393 - mmaction - INFO - Epoch [196][400/627] lr: 8.020e-03, eta: 10:51:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6188, loss_cls: 2.8237, loss: 2.8237 2020-07-04 00:11:29,117 - mmaction - INFO - Epoch [196][420/627] lr: 8.020e-03, eta: 10:51:23, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6271, loss_cls: 2.7809, loss: 2.7809 2020-07-04 00:11:46,805 - mmaction - INFO - Epoch [196][440/627] lr: 8.020e-03, eta: 10:51:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6792, loss_cls: 2.4986, loss: 2.4986 2020-07-04 00:12:04,516 - mmaction - INFO - Epoch [196][460/627] lr: 8.020e-03, eta: 10:50:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6458, loss_cls: 2.7592, loss: 2.7592 2020-07-04 00:12:22,241 - mmaction - INFO - Epoch [196][480/627] lr: 8.020e-03, eta: 10:50:19, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6583, loss_cls: 2.5650, loss: 2.5650 2020-07-04 00:12:39,943 - mmaction - INFO - Epoch [196][500/627] lr: 8.020e-03, eta: 10:49:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6646, loss_cls: 2.4653, loss: 2.4653 2020-07-04 00:12:57,716 - mmaction - INFO - Epoch [196][520/627] lr: 8.020e-03, eta: 10:49:35, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6229, loss_cls: 2.8553, loss: 2.8553 2020-07-04 00:13:15,393 - mmaction - INFO - Epoch [196][540/627] lr: 8.020e-03, eta: 10:49:14, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6833, loss_cls: 2.5332, loss: 2.5332 2020-07-04 00:13:33,102 - mmaction - INFO - Epoch [196][560/627] lr: 8.020e-03, eta: 10:48:52, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6292, loss_cls: 2.6774, loss: 2.6774 2020-07-04 00:13:50,831 - mmaction - INFO - Epoch [196][580/627] lr: 8.020e-03, eta: 10:48:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6667, loss_cls: 2.5490, loss: 2.5490 2020-07-04 00:14:08,598 - mmaction - INFO - Epoch [196][600/627] lr: 8.020e-03, eta: 10:48:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6146, loss_cls: 2.7611, loss: 2.7611 2020-07-04 00:14:26,288 - mmaction - INFO - Epoch [196][620/627] lr: 8.020e-03, eta: 10:47:47, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3688, top5_acc: 0.6313, loss_cls: 2.7081, loss: 2.7081 2020-07-04 00:16:20,116 - mmaction - INFO - Epoch [197][20/627] lr: 7.771e-03, eta: 10:47:44, time: 5.250, data_time: 4.369, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6812, loss_cls: 2.4061, loss: 2.4061 2020-07-04 00:16:37,745 - mmaction - INFO - Epoch [197][40/627] lr: 7.771e-03, eta: 10:47:22, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6354, loss_cls: 2.6876, loss: 2.6876 2020-07-04 00:16:55,374 - mmaction - INFO - Epoch [197][60/627] lr: 7.771e-03, eta: 10:47:01, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6458, loss_cls: 2.6548, loss: 2.6548 2020-07-04 00:17:13,070 - mmaction - INFO - Epoch [197][80/627] lr: 7.771e-03, eta: 10:46:39, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6500, loss_cls: 2.6231, loss: 2.6231 2020-07-04 00:17:30,783 - mmaction - INFO - Epoch [197][100/627] lr: 7.771e-03, eta: 10:46:18, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6708, loss_cls: 2.5440, loss: 2.5440 2020-07-04 00:17:48,474 - mmaction - INFO - Epoch [197][120/627] lr: 7.771e-03, eta: 10:45:56, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6333, loss_cls: 2.6819, loss: 2.6819 2020-07-04 00:18:06,189 - mmaction - INFO - Epoch [197][140/627] lr: 7.771e-03, eta: 10:45:34, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6167, loss_cls: 2.6614, loss: 2.6614 2020-07-04 00:18:23,875 - mmaction - INFO - Epoch [197][160/627] lr: 7.771e-03, eta: 10:45:13, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6458, loss_cls: 2.5553, loss: 2.5553 2020-07-04 00:18:41,585 - mmaction - INFO - Epoch [197][180/627] lr: 7.771e-03, eta: 10:44:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6792, loss_cls: 2.5671, loss: 2.5671 2020-07-04 00:18:59,347 - mmaction - INFO - Epoch [197][200/627] lr: 7.771e-03, eta: 10:44:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6521, loss_cls: 2.5770, loss: 2.5770 2020-07-04 00:19:17,017 - mmaction - INFO - Epoch [197][220/627] lr: 7.771e-03, eta: 10:44:08, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6292, loss_cls: 2.6800, loss: 2.6800 2020-07-04 00:19:34,739 - mmaction - INFO - Epoch [197][240/627] lr: 7.771e-03, eta: 10:43:46, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3708, top5_acc: 0.6104, loss_cls: 2.8403, loss: 2.8403 2020-07-04 00:19:52,466 - mmaction - INFO - Epoch [197][260/627] lr: 7.771e-03, eta: 10:43:25, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4587, loss: 2.4587 2020-07-04 00:20:10,518 - mmaction - INFO - Epoch [197][280/627] lr: 7.771e-03, eta: 10:43:03, time: 0.902, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6188, loss_cls: 2.7469, loss: 2.7469 2020-07-04 00:20:28,164 - mmaction - INFO - Epoch [197][300/627] lr: 7.771e-03, eta: 10:42:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6458, loss_cls: 2.6586, loss: 2.6586 2020-07-04 00:20:45,979 - mmaction - INFO - Epoch [197][320/627] lr: 7.771e-03, eta: 10:42:20, time: 0.889, data_time: 0.007, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6187, loss_cls: 2.7104, loss: 2.7104 2020-07-04 00:21:03,740 - mmaction - INFO - Epoch [197][340/627] lr: 7.771e-03, eta: 10:41:58, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6458, loss_cls: 2.7137, loss: 2.7137 2020-07-04 00:21:21,439 - mmaction - INFO - Epoch [197][360/627] lr: 7.771e-03, eta: 10:41:37, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4188, top5_acc: 0.5979, loss_cls: 2.8070, loss: 2.8070 2020-07-04 00:21:39,121 - mmaction - INFO - Epoch [197][380/627] lr: 7.771e-03, eta: 10:41:15, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6833, loss_cls: 2.5089, loss: 2.5089 2020-07-04 00:21:56,793 - mmaction - INFO - Epoch [197][400/627] lr: 7.771e-03, eta: 10:40:54, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6479, loss_cls: 2.7236, loss: 2.7236 2020-07-04 00:22:14,533 - mmaction - INFO - Epoch [197][420/627] lr: 7.771e-03, eta: 10:40:32, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6417, loss_cls: 2.5895, loss: 2.5895 2020-07-04 00:22:32,270 - mmaction - INFO - Epoch [197][440/627] lr: 7.771e-03, eta: 10:40:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6500, loss_cls: 2.5924, loss: 2.5924 2020-07-04 00:22:49,950 - mmaction - INFO - Epoch [197][460/627] lr: 7.771e-03, eta: 10:39:49, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6354, loss_cls: 2.6677, loss: 2.6677 2020-07-04 00:23:07,650 - mmaction - INFO - Epoch [197][480/627] lr: 7.771e-03, eta: 10:39:27, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6646, loss_cls: 2.5772, loss: 2.5772 2020-07-04 00:23:25,463 - mmaction - INFO - Epoch [197][500/627] lr: 7.771e-03, eta: 10:39:06, time: 0.890, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6437, loss_cls: 2.6692, loss: 2.6692 2020-07-04 00:23:43,218 - mmaction - INFO - Epoch [197][520/627] lr: 7.771e-03, eta: 10:38:44, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6167, loss_cls: 2.7862, loss: 2.7862 2020-07-04 00:24:00,962 - mmaction - INFO - Epoch [197][540/627] lr: 7.771e-03, eta: 10:38:23, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6708, loss_cls: 2.5466, loss: 2.5466 2020-07-04 00:24:18,666 - mmaction - INFO - Epoch [197][560/627] lr: 7.771e-03, eta: 10:38:01, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6250, loss_cls: 2.7091, loss: 2.7091 2020-07-04 00:24:36,461 - mmaction - INFO - Epoch [197][580/627] lr: 7.771e-03, eta: 10:37:39, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6396, loss_cls: 2.6962, loss: 2.6962 2020-07-04 00:24:54,141 - mmaction - INFO - Epoch [197][600/627] lr: 7.771e-03, eta: 10:37:18, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6167, loss_cls: 2.7263, loss: 2.7263 2020-07-04 00:25:11,888 - mmaction - INFO - Epoch [197][620/627] lr: 7.771e-03, eta: 10:36:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6625, loss_cls: 2.6664, loss: 2.6664 2020-07-04 00:27:12,589 - mmaction - INFO - Epoch [198][20/627] lr: 7.526e-03, eta: 10:36:55, time: 5.669, data_time: 3.466, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6563, loss_cls: 2.5678, loss: 2.5678 2020-07-04 00:27:30,239 - mmaction - INFO - Epoch [198][40/627] lr: 7.526e-03, eta: 10:36:33, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6500, loss_cls: 2.6492, loss: 2.6492 2020-07-04 00:27:47,847 - mmaction - INFO - Epoch [198][60/627] lr: 7.526e-03, eta: 10:36:12, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6458, loss_cls: 2.5922, loss: 2.5922 2020-07-04 00:28:05,532 - mmaction - INFO - Epoch [198][80/627] lr: 7.526e-03, eta: 10:35:50, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6521, loss_cls: 2.6618, loss: 2.6618 2020-07-04 00:28:23,217 - mmaction - INFO - Epoch [198][100/627] lr: 7.526e-03, eta: 10:35:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6333, loss_cls: 2.7281, loss: 2.7281 2020-07-04 00:28:40,921 - mmaction - INFO - Epoch [198][120/627] lr: 7.526e-03, eta: 10:35:07, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6646, loss_cls: 2.5691, loss: 2.5691 2020-07-04 00:28:58,613 - mmaction - INFO - Epoch [198][140/627] lr: 7.526e-03, eta: 10:34:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6479, loss_cls: 2.7215, loss: 2.7215 2020-07-04 00:29:16,339 - mmaction - INFO - Epoch [198][160/627] lr: 7.526e-03, eta: 10:34:24, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6292, loss_cls: 2.6426, loss: 2.6426 2020-07-04 00:29:34,077 - mmaction - INFO - Epoch [198][180/627] lr: 7.526e-03, eta: 10:34:02, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6333, loss_cls: 2.6878, loss: 2.6878 2020-07-04 00:29:51,955 - mmaction - INFO - Epoch [198][200/627] lr: 7.526e-03, eta: 10:33:41, time: 0.893, data_time: 0.010, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6208, loss_cls: 2.7748, loss: 2.7748 2020-07-04 00:30:10,020 - mmaction - INFO - Epoch [198][220/627] lr: 7.526e-03, eta: 10:33:19, time: 0.905, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6271, loss_cls: 2.8061, loss: 2.8061 2020-07-04 00:30:27,691 - mmaction - INFO - Epoch [198][240/627] lr: 7.526e-03, eta: 10:32:58, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6542, loss_cls: 2.4757, loss: 2.4757 2020-07-04 00:30:45,393 - mmaction - INFO - Epoch [198][260/627] lr: 7.526e-03, eta: 10:32:36, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6521, loss_cls: 2.5467, loss: 2.5467 2020-07-04 00:31:03,086 - mmaction - INFO - Epoch [198][280/627] lr: 7.526e-03, eta: 10:32:15, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6562, loss_cls: 2.6221, loss: 2.6221 2020-07-04 00:31:20,859 - mmaction - INFO - Epoch [198][300/627] lr: 7.526e-03, eta: 10:31:53, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6583, loss_cls: 2.4918, loss: 2.4918 2020-07-04 00:31:38,603 - mmaction - INFO - Epoch [198][320/627] lr: 7.526e-03, eta: 10:31:31, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6187, loss_cls: 2.7485, loss: 2.7485 2020-07-04 00:31:56,349 - mmaction - INFO - Epoch [198][340/627] lr: 7.526e-03, eta: 10:31:10, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6667, loss_cls: 2.6245, loss: 2.6245 2020-07-04 00:32:14,081 - mmaction - INFO - Epoch [198][360/627] lr: 7.526e-03, eta: 10:30:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6479, loss_cls: 2.7552, loss: 2.7552 2020-07-04 00:32:31,855 - mmaction - INFO - Epoch [198][380/627] lr: 7.526e-03, eta: 10:30:27, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6396, loss_cls: 2.6766, loss: 2.6766 2020-07-04 00:32:49,574 - mmaction - INFO - Epoch [198][400/627] lr: 7.526e-03, eta: 10:30:05, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6583, loss_cls: 2.5642, loss: 2.5642 2020-07-04 00:33:07,293 - mmaction - INFO - Epoch [198][420/627] lr: 7.526e-03, eta: 10:29:44, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6625, loss_cls: 2.5757, loss: 2.5757 2020-07-04 00:33:25,068 - mmaction - INFO - Epoch [198][440/627] lr: 7.526e-03, eta: 10:29:22, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6375, loss_cls: 2.6936, loss: 2.6936 2020-07-04 00:33:42,747 - mmaction - INFO - Epoch [198][460/627] lr: 7.526e-03, eta: 10:29:00, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6250, loss_cls: 2.6713, loss: 2.6713 2020-07-04 00:34:00,511 - mmaction - INFO - Epoch [198][480/627] lr: 7.526e-03, eta: 10:28:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6688, loss_cls: 2.5845, loss: 2.5845 2020-07-04 00:34:18,209 - mmaction - INFO - Epoch [198][500/627] lr: 7.526e-03, eta: 10:28:17, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6396, loss_cls: 2.6650, loss: 2.6650 2020-07-04 00:34:35,936 - mmaction - INFO - Epoch [198][520/627] lr: 7.526e-03, eta: 10:27:56, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6687, loss_cls: 2.5246, loss: 2.5246 2020-07-04 00:34:53,641 - mmaction - INFO - Epoch [198][540/627] lr: 7.526e-03, eta: 10:27:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3646, top5_acc: 0.6438, loss_cls: 2.7419, loss: 2.7419 2020-07-04 00:35:11,397 - mmaction - INFO - Epoch [198][560/627] lr: 7.526e-03, eta: 10:27:13, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6542, loss_cls: 2.6711, loss: 2.6711 2020-07-04 00:35:29,123 - mmaction - INFO - Epoch [198][580/627] lr: 7.526e-03, eta: 10:26:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6604, loss_cls: 2.6336, loss: 2.6336 2020-07-04 00:35:46,814 - mmaction - INFO - Epoch [198][600/627] lr: 7.526e-03, eta: 10:26:30, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4372, loss: 2.4372 2020-07-04 00:36:04,590 - mmaction - INFO - Epoch [198][620/627] lr: 7.526e-03, eta: 10:26:08, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6646, loss_cls: 2.6100, loss: 2.6100 2020-07-04 00:38:32,927 - mmaction - INFO - Epoch [199][20/627] lr: 7.284e-03, eta: 10:26:14, time: 7.020, data_time: 6.046, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6812, loss_cls: 2.6187, loss: 2.6187 2020-07-04 00:38:50,482 - mmaction - INFO - Epoch [199][40/627] lr: 7.284e-03, eta: 10:25:53, time: 0.883, data_time: 0.007, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.6302, loss: 2.6302 2020-07-04 00:39:08,253 - mmaction - INFO - Epoch [199][60/627] lr: 7.284e-03, eta: 10:25:31, time: 0.880, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6437, loss_cls: 2.7153, loss: 2.7153 2020-07-04 00:39:26,071 - mmaction - INFO - Epoch [199][80/627] lr: 7.284e-03, eta: 10:25:10, time: 0.899, data_time: 0.018, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6479, loss_cls: 2.5274, loss: 2.5274 2020-07-04 00:39:44,037 - mmaction - INFO - Epoch [199][100/627] lr: 7.284e-03, eta: 10:24:48, time: 0.893, data_time: 0.010, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6250, loss_cls: 2.7511, loss: 2.7511 2020-07-04 00:40:01,987 - mmaction - INFO - Epoch [199][120/627] lr: 7.284e-03, eta: 10:24:27, time: 0.902, data_time: 0.016, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6229, loss_cls: 2.7067, loss: 2.7067 2020-07-04 00:40:20,378 - mmaction - INFO - Epoch [199][140/627] lr: 7.284e-03, eta: 10:24:05, time: 0.920, data_time: 0.001, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6604, loss_cls: 2.6474, loss: 2.6474 2020-07-04 00:40:38,087 - mmaction - INFO - Epoch [199][160/627] lr: 7.284e-03, eta: 10:23:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6208, loss_cls: 2.6941, loss: 2.6941 2020-07-04 00:40:55,804 - mmaction - INFO - Epoch [199][180/627] lr: 7.284e-03, eta: 10:23:22, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6521, loss_cls: 2.5644, loss: 2.5644 2020-07-04 00:41:13,551 - mmaction - INFO - Epoch [199][200/627] lr: 7.284e-03, eta: 10:23:01, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6625, loss_cls: 2.6434, loss: 2.6434 2020-07-04 00:41:31,232 - mmaction - INFO - Epoch [199][220/627] lr: 7.284e-03, eta: 10:22:39, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5480, loss: 2.5480 2020-07-04 00:41:49,048 - mmaction - INFO - Epoch [199][240/627] lr: 7.284e-03, eta: 10:22:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3729, top5_acc: 0.6104, loss_cls: 2.8251, loss: 2.8251 2020-07-04 00:42:06,968 - mmaction - INFO - Epoch [199][260/627] lr: 7.284e-03, eta: 10:21:56, time: 0.903, data_time: 0.017, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6542, loss_cls: 2.6309, loss: 2.6309 2020-07-04 00:42:24,817 - mmaction - INFO - Epoch [199][280/627] lr: 7.284e-03, eta: 10:21:34, time: 0.892, data_time: 0.004, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6396, loss_cls: 2.6463, loss: 2.6463 2020-07-04 00:42:42,539 - mmaction - INFO - Epoch [199][300/627] lr: 7.284e-03, eta: 10:21:13, time: 0.887, data_time: 0.005, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.5689, loss: 2.5689 2020-07-04 00:43:00,286 - mmaction - INFO - Epoch [199][320/627] lr: 7.284e-03, eta: 10:20:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6479, loss_cls: 2.7295, loss: 2.7295 2020-07-04 00:43:18,007 - mmaction - INFO - Epoch [199][340/627] lr: 7.284e-03, eta: 10:20:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6021, loss_cls: 2.7625, loss: 2.7625 2020-07-04 00:43:35,732 - mmaction - INFO - Epoch [199][360/627] lr: 7.284e-03, eta: 10:20:08, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6625, loss_cls: 2.5534, loss: 2.5534 2020-07-04 00:43:53,450 - mmaction - INFO - Epoch [199][380/627] lr: 7.284e-03, eta: 10:19:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6458, loss_cls: 2.6208, loss: 2.6208 2020-07-04 00:44:11,145 - mmaction - INFO - Epoch [199][400/627] lr: 7.284e-03, eta: 10:19:25, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6521, loss_cls: 2.7119, loss: 2.7119 2020-07-04 00:44:28,904 - mmaction - INFO - Epoch [199][420/627] lr: 7.284e-03, eta: 10:19:04, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6208, loss_cls: 2.7340, loss: 2.7340 2020-07-04 00:44:46,596 - mmaction - INFO - Epoch [199][440/627] lr: 7.284e-03, eta: 10:18:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6146, loss_cls: 2.7402, loss: 2.7402 2020-07-04 00:45:04,344 - mmaction - INFO - Epoch [199][460/627] lr: 7.284e-03, eta: 10:18:21, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6396, loss_cls: 2.7099, loss: 2.7099 2020-07-04 00:45:22,043 - mmaction - INFO - Epoch [199][480/627] lr: 7.284e-03, eta: 10:17:59, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6625, loss_cls: 2.5519, loss: 2.5519 2020-07-04 00:45:39,757 - mmaction - INFO - Epoch [199][500/627] lr: 7.284e-03, eta: 10:17:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6146, loss_cls: 2.7737, loss: 2.7737 2020-07-04 00:45:57,495 - mmaction - INFO - Epoch [199][520/627] lr: 7.284e-03, eta: 10:17:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6667, loss_cls: 2.5135, loss: 2.5135 2020-07-04 00:46:15,230 - mmaction - INFO - Epoch [199][540/627] lr: 7.284e-03, eta: 10:16:54, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6188, loss_cls: 2.7706, loss: 2.7706 2020-07-04 00:46:32,912 - mmaction - INFO - Epoch [199][560/627] lr: 7.284e-03, eta: 10:16:33, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6708, loss_cls: 2.5899, loss: 2.5899 2020-07-04 00:46:50,634 - mmaction - INFO - Epoch [199][580/627] lr: 7.284e-03, eta: 10:16:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6604, loss_cls: 2.5029, loss: 2.5029 2020-07-04 00:47:08,405 - mmaction - INFO - Epoch [199][600/627] lr: 7.284e-03, eta: 10:15:50, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6825, loss: 2.6825 2020-07-04 00:47:26,183 - mmaction - INFO - Epoch [199][620/627] lr: 7.284e-03, eta: 10:15:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6354, loss_cls: 2.7452, loss: 2.7452 2020-07-04 00:49:26,874 - mmaction - INFO - Epoch [200][20/627] lr: 7.045e-03, eta: 10:15:25, time: 5.541, data_time: 4.580, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6604, loss_cls: 2.5964, loss: 2.5964 2020-07-04 00:49:44,423 - mmaction - INFO - Epoch [200][40/627] lr: 7.045e-03, eta: 10:15:03, time: 0.878, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6396, loss_cls: 2.5959, loss: 2.5959 2020-07-04 00:50:02,049 - mmaction - INFO - Epoch [200][60/627] lr: 7.045e-03, eta: 10:14:42, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6417, loss_cls: 2.6357, loss: 2.6357 2020-07-04 00:50:20,030 - mmaction - INFO - Epoch [200][80/627] lr: 7.045e-03, eta: 10:14:20, time: 0.899, data_time: 0.001, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6667, loss_cls: 2.5687, loss: 2.5687 2020-07-04 00:50:37,737 - mmaction - INFO - Epoch [200][100/627] lr: 7.045e-03, eta: 10:13:59, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.5763, loss: 2.5763 2020-07-04 00:50:55,418 - mmaction - INFO - Epoch [200][120/627] lr: 7.045e-03, eta: 10:13:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6833, loss_cls: 2.5129, loss: 2.5129 2020-07-04 00:51:13,087 - mmaction - INFO - Epoch [200][140/627] lr: 7.045e-03, eta: 10:13:16, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6521, loss_cls: 2.6252, loss: 2.6252 2020-07-04 00:51:30,797 - mmaction - INFO - Epoch [200][160/627] lr: 7.045e-03, eta: 10:12:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6437, loss_cls: 2.5868, loss: 2.5868 2020-07-04 00:51:48,498 - mmaction - INFO - Epoch [200][180/627] lr: 7.045e-03, eta: 10:12:33, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6687, loss_cls: 2.6250, loss: 2.6250 2020-07-04 00:52:06,244 - mmaction - INFO - Epoch [200][200/627] lr: 7.045e-03, eta: 10:12:11, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6646, loss_cls: 2.5577, loss: 2.5577 2020-07-04 00:52:23,982 - mmaction - INFO - Epoch [200][220/627] lr: 7.045e-03, eta: 10:11:49, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6208, loss_cls: 2.7427, loss: 2.7427 2020-07-04 00:52:41,713 - mmaction - INFO - Epoch [200][240/627] lr: 7.045e-03, eta: 10:11:28, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6312, loss_cls: 2.7136, loss: 2.7136 2020-07-04 00:52:59,466 - mmaction - INFO - Epoch [200][260/627] lr: 7.045e-03, eta: 10:11:06, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6771, loss_cls: 2.4630, loss: 2.4630 2020-07-04 00:53:17,178 - mmaction - INFO - Epoch [200][280/627] lr: 7.045e-03, eta: 10:10:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6687, loss_cls: 2.5525, loss: 2.5525 2020-07-04 00:53:34,880 - mmaction - INFO - Epoch [200][300/627] lr: 7.045e-03, eta: 10:10:23, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6917, loss_cls: 2.5045, loss: 2.5045 2020-07-04 00:53:52,599 - mmaction - INFO - Epoch [200][320/627] lr: 7.045e-03, eta: 10:10:02, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6437, loss_cls: 2.6216, loss: 2.6216 2020-07-04 00:54:10,306 - mmaction - INFO - Epoch [200][340/627] lr: 7.045e-03, eta: 10:09:40, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3812, top5_acc: 0.5958, loss_cls: 2.7618, loss: 2.7618 2020-07-04 00:54:28,059 - mmaction - INFO - Epoch [200][360/627] lr: 7.045e-03, eta: 10:09:19, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6583, loss_cls: 2.5828, loss: 2.5828 2020-07-04 00:54:45,825 - mmaction - INFO - Epoch [200][380/627] lr: 7.045e-03, eta: 10:08:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6521, loss_cls: 2.6170, loss: 2.6170 2020-07-04 00:55:03,586 - mmaction - INFO - Epoch [200][400/627] lr: 7.045e-03, eta: 10:08:36, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6438, loss_cls: 2.5410, loss: 2.5410 2020-07-04 00:55:21,256 - mmaction - INFO - Epoch [200][420/627] lr: 7.045e-03, eta: 10:08:14, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6542, loss_cls: 2.6811, loss: 2.6811 2020-07-04 00:55:38,984 - mmaction - INFO - Epoch [200][440/627] lr: 7.045e-03, eta: 10:07:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6604, loss_cls: 2.5786, loss: 2.5786 2020-07-04 00:55:56,692 - mmaction - INFO - Epoch [200][460/627] lr: 7.045e-03, eta: 10:07:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6208, loss_cls: 2.6979, loss: 2.6979 2020-07-04 00:56:14,408 - mmaction - INFO - Epoch [200][480/627] lr: 7.045e-03, eta: 10:07:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6500, loss_cls: 2.6944, loss: 2.6944 2020-07-04 00:56:32,139 - mmaction - INFO - Epoch [200][500/627] lr: 7.045e-03, eta: 10:06:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6729, loss_cls: 2.5548, loss: 2.5548 2020-07-04 00:56:49,870 - mmaction - INFO - Epoch [200][520/627] lr: 7.045e-03, eta: 10:06:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6583, loss_cls: 2.5924, loss: 2.5924 2020-07-04 00:57:07,629 - mmaction - INFO - Epoch [200][540/627] lr: 7.045e-03, eta: 10:06:05, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6458, loss_cls: 2.6588, loss: 2.6588 2020-07-04 00:57:25,302 - mmaction - INFO - Epoch [200][560/627] lr: 7.045e-03, eta: 10:05:43, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6458, loss_cls: 2.5678, loss: 2.5678 2020-07-04 00:57:42,997 - mmaction - INFO - Epoch [200][580/627] lr: 7.045e-03, eta: 10:05:22, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6292, loss_cls: 2.7190, loss: 2.7190 2020-07-04 00:58:00,724 - mmaction - INFO - Epoch [200][600/627] lr: 7.045e-03, eta: 10:05:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6375, loss_cls: 2.6649, loss: 2.6649 2020-07-04 00:58:18,424 - mmaction - INFO - Epoch [200][620/627] lr: 7.045e-03, eta: 10:04:39, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6354, loss_cls: 2.6778, loss: 2.6778 2020-07-04 00:58:26,136 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-07-04 01:00:27,403 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-04 01:00:28,365 - mmaction - INFO - top1_acc 0.4665 top5_acc 0.7072 2020-07-04 01:00:28,365 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-04 01:00:28,445 - mmaction - INFO - mean_acc 0.4664 2020-07-04 01:00:28,452 - mmaction - INFO - Epoch [200][627/627] lr: 7.045e-03, top1_acc: 0.4665, top5_acc: 0.7072, mean_class_accuracy: 0.4664 2020-07-04 01:02:23,073 - mmaction - INFO - Epoch [201][20/627] lr: 6.810e-03, eta: 10:04:36, time: 5.729, data_time: 4.823, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6354, loss_cls: 2.5758, loss: 2.5758 2020-07-04 01:02:40,700 - mmaction - INFO - Epoch [201][40/627] lr: 6.810e-03, eta: 10:04:15, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6479, loss_cls: 2.5567, loss: 2.5567 2020-07-04 01:02:58,342 - mmaction - INFO - Epoch [201][60/627] lr: 6.810e-03, eta: 10:03:53, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6312, loss_cls: 2.6999, loss: 2.6999 2020-07-04 01:03:16,004 - mmaction - INFO - Epoch [201][80/627] lr: 6.810e-03, eta: 10:03:32, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6875, loss_cls: 2.4542, loss: 2.4542 2020-07-04 01:03:33,674 - mmaction - INFO - Epoch [201][100/627] lr: 6.810e-03, eta: 10:03:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6583, loss_cls: 2.6265, loss: 2.6265 2020-07-04 01:03:51,346 - mmaction - INFO - Epoch [201][120/627] lr: 6.810e-03, eta: 10:02:48, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6625, loss_cls: 2.6045, loss: 2.6045 2020-07-04 01:04:09,037 - mmaction - INFO - Epoch [201][140/627] lr: 6.810e-03, eta: 10:02:27, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6729, loss_cls: 2.4988, loss: 2.4988 2020-07-04 01:04:26,708 - mmaction - INFO - Epoch [201][160/627] lr: 6.810e-03, eta: 10:02:05, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.4082, loss: 2.4082 2020-07-04 01:04:44,397 - mmaction - INFO - Epoch [201][180/627] lr: 6.810e-03, eta: 10:01:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6750, loss_cls: 2.5478, loss: 2.5478 2020-07-04 01:05:02,879 - mmaction - INFO - Epoch [201][200/627] lr: 6.810e-03, eta: 10:01:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6812, loss_cls: 2.5395, loss: 2.5395 2020-07-04 01:05:21,445 - mmaction - INFO - Epoch [201][220/627] lr: 6.810e-03, eta: 10:01:01, time: 0.967, data_time: 0.039, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6250, loss_cls: 2.6789, loss: 2.6789 2020-07-04 01:05:39,147 - mmaction - INFO - Epoch [201][240/627] lr: 6.810e-03, eta: 10:00:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6500, loss_cls: 2.6359, loss: 2.6359 2020-07-04 01:05:56,865 - mmaction - INFO - Epoch [201][260/627] lr: 6.810e-03, eta: 10:00:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6500, loss_cls: 2.5474, loss: 2.5474 2020-07-04 01:06:14,596 - mmaction - INFO - Epoch [201][280/627] lr: 6.810e-03, eta: 9:59:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6458, loss_cls: 2.7451, loss: 2.7451 2020-07-04 01:06:32,354 - mmaction - INFO - Epoch [201][300/627] lr: 6.810e-03, eta: 9:59:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6854, loss_cls: 2.5810, loss: 2.5810 2020-07-04 01:06:50,122 - mmaction - INFO - Epoch [201][320/627] lr: 6.810e-03, eta: 9:59:14, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6604, loss_cls: 2.4962, loss: 2.4962 2020-07-04 01:07:07,840 - mmaction - INFO - Epoch [201][340/627] lr: 6.810e-03, eta: 9:58:52, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6708, loss_cls: 2.5566, loss: 2.5566 2020-07-04 01:07:25,550 - mmaction - INFO - Epoch [201][360/627] lr: 6.810e-03, eta: 9:58:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6417, loss_cls: 2.6040, loss: 2.6040 2020-07-04 01:07:43,297 - mmaction - INFO - Epoch [201][380/627] lr: 6.810e-03, eta: 9:58:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6750, loss_cls: 2.5868, loss: 2.5868 2020-07-04 01:08:01,065 - mmaction - INFO - Epoch [201][400/627] lr: 6.810e-03, eta: 9:57:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6312, loss_cls: 2.7178, loss: 2.7178 2020-07-04 01:08:18,822 - mmaction - INFO - Epoch [201][420/627] lr: 6.810e-03, eta: 9:57:26, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4312, top5_acc: 0.6750, loss_cls: 2.5119, loss: 2.5119 2020-07-04 01:08:36,587 - mmaction - INFO - Epoch [201][440/627] lr: 6.810e-03, eta: 9:57:05, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6354, loss_cls: 2.6112, loss: 2.6112 2020-07-04 01:08:54,321 - mmaction - INFO - Epoch [201][460/627] lr: 6.810e-03, eta: 9:56:43, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6771, loss_cls: 2.4746, loss: 2.4746 2020-07-04 01:09:12,055 - mmaction - INFO - Epoch [201][480/627] lr: 6.810e-03, eta: 9:56:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6646, loss_cls: 2.4955, loss: 2.4955 2020-07-04 01:09:29,764 - mmaction - INFO - Epoch [201][500/627] lr: 6.810e-03, eta: 9:56:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.5854, loss_cls: 2.8896, loss: 2.8896 2020-07-04 01:09:47,515 - mmaction - INFO - Epoch [201][520/627] lr: 6.810e-03, eta: 9:55:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6354, loss_cls: 2.7173, loss: 2.7173 2020-07-04 01:10:05,199 - mmaction - INFO - Epoch [201][540/627] lr: 6.810e-03, eta: 9:55:17, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6833, loss_cls: 2.3879, loss: 2.3879 2020-07-04 01:10:22,892 - mmaction - INFO - Epoch [201][560/627] lr: 6.810e-03, eta: 9:54:56, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.6343, loss: 2.6343 2020-07-04 01:10:40,639 - mmaction - INFO - Epoch [201][580/627] lr: 6.810e-03, eta: 9:54:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6250, loss_cls: 2.6929, loss: 2.6929 2020-07-04 01:10:58,347 - mmaction - INFO - Epoch [201][600/627] lr: 6.810e-03, eta: 9:54:13, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6250, loss_cls: 2.6642, loss: 2.6642 2020-07-04 01:11:16,071 - mmaction - INFO - Epoch [201][620/627] lr: 6.810e-03, eta: 9:53:51, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6333, loss_cls: 2.7236, loss: 2.7236 2020-07-04 01:13:12,481 - mmaction - INFO - Epoch [202][20/627] lr: 6.578e-03, eta: 9:53:46, time: 5.454, data_time: 3.998, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6229, loss_cls: 2.6773, loss: 2.6773 2020-07-04 01:13:30,073 - mmaction - INFO - Epoch [202][40/627] lr: 6.578e-03, eta: 9:53:25, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6354, loss_cls: 2.6385, loss: 2.6385 2020-07-04 01:13:47,725 - mmaction - INFO - Epoch [202][60/627] lr: 6.578e-03, eta: 9:53:03, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6667, loss_cls: 2.5112, loss: 2.5112 2020-07-04 01:14:05,338 - mmaction - INFO - Epoch [202][80/627] lr: 6.578e-03, eta: 9:52:42, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6479, loss_cls: 2.5917, loss: 2.5917 2020-07-04 01:14:22,960 - mmaction - INFO - Epoch [202][100/627] lr: 6.578e-03, eta: 9:52:20, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6417, loss_cls: 2.6311, loss: 2.6311 2020-07-04 01:14:40,665 - mmaction - INFO - Epoch [202][120/627] lr: 6.578e-03, eta: 9:51:59, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6500, loss_cls: 2.6201, loss: 2.6201 2020-07-04 01:14:58,336 - mmaction - INFO - Epoch [202][140/627] lr: 6.578e-03, eta: 9:51:37, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6167, loss_cls: 2.7781, loss: 2.7781 2020-07-04 01:15:19,011 - mmaction - INFO - Epoch [202][160/627] lr: 6.578e-03, eta: 9:51:16, time: 1.030, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6521, loss_cls: 2.6407, loss: 2.6407 2020-07-04 01:15:36,767 - mmaction - INFO - Epoch [202][180/627] lr: 6.578e-03, eta: 9:50:55, time: 0.892, data_time: 0.005, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6583, loss_cls: 2.5606, loss: 2.5606 2020-07-04 01:15:54,486 - mmaction - INFO - Epoch [202][200/627] lr: 6.578e-03, eta: 9:50:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6542, loss_cls: 2.6644, loss: 2.6644 2020-07-04 01:16:12,207 - mmaction - INFO - Epoch [202][220/627] lr: 6.578e-03, eta: 9:50:12, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6542, loss_cls: 2.6133, loss: 2.6133 2020-07-04 01:16:29,944 - mmaction - INFO - Epoch [202][240/627] lr: 6.578e-03, eta: 9:49:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6354, loss_cls: 2.7427, loss: 2.7427 2020-07-04 01:16:47,694 - mmaction - INFO - Epoch [202][260/627] lr: 6.578e-03, eta: 9:49:29, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6417, loss_cls: 2.6297, loss: 2.6297 2020-07-04 01:17:05,423 - mmaction - INFO - Epoch [202][280/627] lr: 6.578e-03, eta: 9:49:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6583, loss_cls: 2.5560, loss: 2.5560 2020-07-04 01:17:23,190 - mmaction - INFO - Epoch [202][300/627] lr: 6.578e-03, eta: 9:48:46, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6771, loss_cls: 2.5906, loss: 2.5906 2020-07-04 01:17:40,927 - mmaction - INFO - Epoch [202][320/627] lr: 6.578e-03, eta: 9:48:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6521, loss_cls: 2.6098, loss: 2.6098 2020-07-04 01:17:58,705 - mmaction - INFO - Epoch [202][340/627] lr: 6.578e-03, eta: 9:48:03, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.7083, loss_cls: 2.4389, loss: 2.4389 2020-07-04 01:18:16,447 - mmaction - INFO - Epoch [202][360/627] lr: 6.578e-03, eta: 9:47:41, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6646, loss_cls: 2.5194, loss: 2.5194 2020-07-04 01:18:34,194 - mmaction - INFO - Epoch [202][380/627] lr: 6.578e-03, eta: 9:47:20, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6583, loss_cls: 2.5248, loss: 2.5248 2020-07-04 01:18:51,998 - mmaction - INFO - Epoch [202][400/627] lr: 6.578e-03, eta: 9:46:59, time: 0.889, data_time: 0.006, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6354, loss_cls: 2.6902, loss: 2.6902 2020-07-04 01:19:09,770 - mmaction - INFO - Epoch [202][420/627] lr: 6.578e-03, eta: 9:46:37, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6521, loss_cls: 2.6220, loss: 2.6220 2020-07-04 01:19:27,505 - mmaction - INFO - Epoch [202][440/627] lr: 6.578e-03, eta: 9:46:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6500, loss_cls: 2.6359, loss: 2.6359 2020-07-04 01:19:45,281 - mmaction - INFO - Epoch [202][460/627] lr: 6.578e-03, eta: 9:45:54, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6417, loss_cls: 2.6755, loss: 2.6755 2020-07-04 01:20:03,067 - mmaction - INFO - Epoch [202][480/627] lr: 6.578e-03, eta: 9:45:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6625, loss_cls: 2.4881, loss: 2.4881 2020-07-04 01:20:20,782 - mmaction - INFO - Epoch [202][500/627] lr: 6.578e-03, eta: 9:45:11, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6771, loss_cls: 2.6108, loss: 2.6108 2020-07-04 01:20:38,443 - mmaction - INFO - Epoch [202][520/627] lr: 6.578e-03, eta: 9:44:50, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6354, loss_cls: 2.7286, loss: 2.7286 2020-07-04 01:20:56,181 - mmaction - INFO - Epoch [202][540/627] lr: 6.578e-03, eta: 9:44:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6917, loss_cls: 2.3614, loss: 2.3614 2020-07-04 01:21:13,903 - mmaction - INFO - Epoch [202][560/627] lr: 6.578e-03, eta: 9:44:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6625, loss_cls: 2.5472, loss: 2.5472 2020-07-04 01:21:31,686 - mmaction - INFO - Epoch [202][580/627] lr: 6.578e-03, eta: 9:43:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6458, loss_cls: 2.5383, loss: 2.5383 2020-07-04 01:21:49,412 - mmaction - INFO - Epoch [202][600/627] lr: 6.578e-03, eta: 9:43:24, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6479, loss_cls: 2.7124, loss: 2.7124 2020-07-04 01:22:07,189 - mmaction - INFO - Epoch [202][620/627] lr: 6.578e-03, eta: 9:43:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6625, loss_cls: 2.5266, loss: 2.5266 2020-07-04 01:24:09,459 - mmaction - INFO - Epoch [203][20/627] lr: 6.350e-03, eta: 9:42:59, time: 5.764, data_time: 4.026, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6333, loss_cls: 2.5717, loss: 2.5717 2020-07-04 01:24:27,063 - mmaction - INFO - Epoch [203][40/627] lr: 6.350e-03, eta: 9:42:37, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6729, loss_cls: 2.5275, loss: 2.5275 2020-07-04 01:24:44,712 - mmaction - INFO - Epoch [203][60/627] lr: 6.350e-03, eta: 9:42:16, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6729, loss_cls: 2.5547, loss: 2.5547 2020-07-04 01:25:03,783 - mmaction - INFO - Epoch [203][80/627] lr: 6.350e-03, eta: 9:41:55, time: 0.954, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6583, loss_cls: 2.5495, loss: 2.5495 2020-07-04 01:25:21,804 - mmaction - INFO - Epoch [203][100/627] lr: 6.350e-03, eta: 9:41:33, time: 0.901, data_time: 0.001, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6208, loss_cls: 2.6623, loss: 2.6623 2020-07-04 01:25:39,501 - mmaction - INFO - Epoch [203][120/627] lr: 6.350e-03, eta: 9:41:12, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6396, loss_cls: 2.5472, loss: 2.5472 2020-07-04 01:25:57,171 - mmaction - INFO - Epoch [203][140/627] lr: 6.350e-03, eta: 9:40:50, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7063, loss_cls: 2.4140, loss: 2.4140 2020-07-04 01:26:15,007 - mmaction - INFO - Epoch [203][160/627] lr: 6.350e-03, eta: 9:40:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3958, top5_acc: 0.6125, loss_cls: 2.8146, loss: 2.8146 2020-07-04 01:26:32,814 - mmaction - INFO - Epoch [203][180/627] lr: 6.350e-03, eta: 9:40:07, time: 0.896, data_time: 0.017, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6396, loss_cls: 2.6474, loss: 2.6474 2020-07-04 01:26:50,785 - mmaction - INFO - Epoch [203][200/627] lr: 6.350e-03, eta: 9:39:46, time: 0.894, data_time: 0.013, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7042, loss_cls: 2.3628, loss: 2.3628 2020-07-04 01:27:08,614 - mmaction - INFO - Epoch [203][220/627] lr: 6.350e-03, eta: 9:39:24, time: 0.896, data_time: 0.015, memory: 8451, top1_acc: 0.3937, top5_acc: 0.5958, loss_cls: 2.7329, loss: 2.7329 2020-07-04 01:27:26,322 - mmaction - INFO - Epoch [203][240/627] lr: 6.350e-03, eta: 9:39:03, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6562, loss_cls: 2.5441, loss: 2.5441 2020-07-04 01:27:43,989 - mmaction - INFO - Epoch [203][260/627] lr: 6.350e-03, eta: 9:38:41, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6437, loss_cls: 2.6231, loss: 2.6231 2020-07-04 01:28:01,736 - mmaction - INFO - Epoch [203][280/627] lr: 6.350e-03, eta: 9:38:20, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6229, loss_cls: 2.7231, loss: 2.7231 2020-07-04 01:28:19,452 - mmaction - INFO - Epoch [203][300/627] lr: 6.350e-03, eta: 9:37:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6750, loss_cls: 2.4215, loss: 2.4215 2020-07-04 01:28:37,204 - mmaction - INFO - Epoch [203][320/627] lr: 6.350e-03, eta: 9:37:37, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6292, loss_cls: 2.6313, loss: 2.6313 2020-07-04 01:28:54,919 - mmaction - INFO - Epoch [203][340/627] lr: 6.350e-03, eta: 9:37:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6542, loss_cls: 2.4969, loss: 2.4969 2020-07-04 01:29:12,689 - mmaction - INFO - Epoch [203][360/627] lr: 6.350e-03, eta: 9:36:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6438, loss_cls: 2.5523, loss: 2.5523 2020-07-04 01:29:30,516 - mmaction - INFO - Epoch [203][380/627] lr: 6.350e-03, eta: 9:36:33, time: 0.892, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6229, loss_cls: 2.6324, loss: 2.6324 2020-07-04 01:29:48,209 - mmaction - INFO - Epoch [203][400/627] lr: 6.350e-03, eta: 9:36:11, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6479, loss_cls: 2.5969, loss: 2.5969 2020-07-04 01:30:06,010 - mmaction - INFO - Epoch [203][420/627] lr: 6.350e-03, eta: 9:35:50, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6563, loss_cls: 2.4804, loss: 2.4804 2020-07-04 01:30:23,697 - mmaction - INFO - Epoch [203][440/627] lr: 6.350e-03, eta: 9:35:28, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6917, loss_cls: 2.3866, loss: 2.3866 2020-07-04 01:30:41,420 - mmaction - INFO - Epoch [203][460/627] lr: 6.350e-03, eta: 9:35:07, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6688, loss_cls: 2.5639, loss: 2.5639 2020-07-04 01:30:59,180 - mmaction - INFO - Epoch [203][480/627] lr: 6.350e-03, eta: 9:34:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6708, loss_cls: 2.5805, loss: 2.5805 2020-07-04 01:31:16,896 - mmaction - INFO - Epoch [203][500/627] lr: 6.350e-03, eta: 9:34:24, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6521, loss_cls: 2.6181, loss: 2.6181 2020-07-04 01:31:34,588 - mmaction - INFO - Epoch [203][520/627] lr: 6.350e-03, eta: 9:34:02, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6375, loss_cls: 2.7484, loss: 2.7484 2020-07-04 01:31:52,346 - mmaction - INFO - Epoch [203][540/627] lr: 6.350e-03, eta: 9:33:41, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6708, loss_cls: 2.4562, loss: 2.4562 2020-07-04 01:32:10,053 - mmaction - INFO - Epoch [203][560/627] lr: 6.350e-03, eta: 9:33:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6437, loss_cls: 2.7097, loss: 2.7097 2020-07-04 01:32:27,921 - mmaction - INFO - Epoch [203][580/627] lr: 6.350e-03, eta: 9:32:58, time: 0.893, data_time: 0.010, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6375, loss_cls: 2.6972, loss: 2.6972 2020-07-04 01:32:45,682 - mmaction - INFO - Epoch [203][600/627] lr: 6.350e-03, eta: 9:32:36, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6312, loss_cls: 2.8155, loss: 2.8155 2020-07-04 01:33:03,439 - mmaction - INFO - Epoch [203][620/627] lr: 6.350e-03, eta: 9:32:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6542, loss_cls: 2.6067, loss: 2.6067 2020-07-04 01:35:28,186 - mmaction - INFO - Epoch [204][20/627] lr: 6.125e-03, eta: 9:32:17, time: 6.844, data_time: 4.930, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6750, loss_cls: 2.5563, loss: 2.5563 2020-07-04 01:35:45,886 - mmaction - INFO - Epoch [204][40/627] lr: 6.125e-03, eta: 9:31:55, time: 0.893, data_time: 0.015, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6521, loss_cls: 2.5923, loss: 2.5923 2020-07-04 01:36:03,486 - mmaction - INFO - Epoch [204][60/627] lr: 6.125e-03, eta: 9:31:34, time: 0.878, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6521, loss_cls: 2.5961, loss: 2.5961 2020-07-04 01:36:21,094 - mmaction - INFO - Epoch [204][80/627] lr: 6.125e-03, eta: 9:31:12, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6375, loss_cls: 2.6971, loss: 2.6971 2020-07-04 01:36:38,763 - mmaction - INFO - Epoch [204][100/627] lr: 6.125e-03, eta: 9:30:51, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6167, loss_cls: 2.8052, loss: 2.8052 2020-07-04 01:36:56,428 - mmaction - INFO - Epoch [204][120/627] lr: 6.125e-03, eta: 9:30:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6854, loss_cls: 2.3937, loss: 2.3937 2020-07-04 01:37:14,128 - mmaction - INFO - Epoch [204][140/627] lr: 6.125e-03, eta: 9:30:08, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6667, loss_cls: 2.4923, loss: 2.4923 2020-07-04 01:37:31,813 - mmaction - INFO - Epoch [204][160/627] lr: 6.125e-03, eta: 9:29:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6562, loss_cls: 2.5730, loss: 2.5730 2020-07-04 01:37:49,511 - mmaction - INFO - Epoch [204][180/627] lr: 6.125e-03, eta: 9:29:25, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6687, loss_cls: 2.5892, loss: 2.5892 2020-07-04 01:38:07,176 - mmaction - INFO - Epoch [204][200/627] lr: 6.125e-03, eta: 9:29:03, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6875, loss_cls: 2.4596, loss: 2.4596 2020-07-04 01:38:24,874 - mmaction - INFO - Epoch [204][220/627] lr: 6.125e-03, eta: 9:28:42, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6875, loss_cls: 2.4141, loss: 2.4141 2020-07-04 01:38:42,593 - mmaction - INFO - Epoch [204][240/627] lr: 6.125e-03, eta: 9:28:20, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6438, loss_cls: 2.7222, loss: 2.7222 2020-07-04 01:39:00,307 - mmaction - INFO - Epoch [204][260/627] lr: 6.125e-03, eta: 9:27:59, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6271, loss_cls: 2.6568, loss: 2.6568 2020-07-04 01:39:18,005 - mmaction - INFO - Epoch [204][280/627] lr: 6.125e-03, eta: 9:27:37, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6375, loss_cls: 2.6280, loss: 2.6280 2020-07-04 01:39:35,751 - mmaction - INFO - Epoch [204][300/627] lr: 6.125e-03, eta: 9:27:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6646, loss_cls: 2.5312, loss: 2.5312 2020-07-04 01:39:53,563 - mmaction - INFO - Epoch [204][320/627] lr: 6.125e-03, eta: 9:26:55, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6646, loss_cls: 2.5417, loss: 2.5417 2020-07-04 01:40:11,341 - mmaction - INFO - Epoch [204][340/627] lr: 6.125e-03, eta: 9:26:33, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6750, loss_cls: 2.4364, loss: 2.4364 2020-07-04 01:40:29,075 - mmaction - INFO - Epoch [204][360/627] lr: 6.125e-03, eta: 9:26:12, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6438, loss_cls: 2.6341, loss: 2.6341 2020-07-04 01:40:46,823 - mmaction - INFO - Epoch [204][380/627] lr: 6.125e-03, eta: 9:25:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6125, loss_cls: 2.7725, loss: 2.7725 2020-07-04 01:41:04,616 - mmaction - INFO - Epoch [204][400/627] lr: 6.125e-03, eta: 9:25:29, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6312, loss_cls: 2.7465, loss: 2.7465 2020-07-04 01:41:22,341 - mmaction - INFO - Epoch [204][420/627] lr: 6.125e-03, eta: 9:25:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6500, loss_cls: 2.6100, loss: 2.6100 2020-07-04 01:41:40,067 - mmaction - INFO - Epoch [204][440/627] lr: 6.125e-03, eta: 9:24:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6687, loss_cls: 2.6308, loss: 2.6308 2020-07-04 01:41:57,973 - mmaction - INFO - Epoch [204][460/627] lr: 6.125e-03, eta: 9:24:24, time: 0.894, data_time: 0.011, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6333, loss_cls: 2.6396, loss: 2.6396 2020-07-04 01:42:15,773 - mmaction - INFO - Epoch [204][480/627] lr: 6.125e-03, eta: 9:24:03, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6851, loss: 2.6851 2020-07-04 01:42:33,532 - mmaction - INFO - Epoch [204][500/627] lr: 6.125e-03, eta: 9:23:42, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6229, loss_cls: 2.6343, loss: 2.6343 2020-07-04 01:42:51,340 - mmaction - INFO - Epoch [204][520/627] lr: 6.125e-03, eta: 9:23:20, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6604, loss_cls: 2.5469, loss: 2.5469 2020-07-04 01:43:09,101 - mmaction - INFO - Epoch [204][540/627] lr: 6.125e-03, eta: 9:22:59, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.3938, top5_acc: 0.6188, loss_cls: 2.7212, loss: 2.7212 2020-07-04 01:43:26,902 - mmaction - INFO - Epoch [204][560/627] lr: 6.125e-03, eta: 9:22:37, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.4182, loss: 2.4182 2020-07-04 01:43:44,679 - mmaction - INFO - Epoch [204][580/627] lr: 6.125e-03, eta: 9:22:16, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6687, loss_cls: 2.4587, loss: 2.4587 2020-07-04 01:44:02,414 - mmaction - INFO - Epoch [204][600/627] lr: 6.125e-03, eta: 9:21:54, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6979, loss_cls: 2.3627, loss: 2.3627 2020-07-04 01:44:20,145 - mmaction - INFO - Epoch [204][620/627] lr: 6.125e-03, eta: 9:21:33, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6521, loss_cls: 2.6400, loss: 2.6400 2020-07-04 01:46:25,570 - mmaction - INFO - Epoch [205][20/627] lr: 5.904e-03, eta: 9:21:28, time: 5.780, data_time: 4.861, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6542, loss_cls: 2.5787, loss: 2.5787 2020-07-04 01:46:43,142 - mmaction - INFO - Epoch [205][40/627] lr: 5.904e-03, eta: 9:21:07, time: 0.878, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6583, loss_cls: 2.6045, loss: 2.6045 2020-07-04 01:47:00,833 - mmaction - INFO - Epoch [205][60/627] lr: 5.904e-03, eta: 9:20:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6271, loss_cls: 2.7118, loss: 2.7118 2020-07-04 01:47:18,467 - mmaction - INFO - Epoch [205][80/627] lr: 5.904e-03, eta: 9:20:24, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.5877, loss: 2.5877 2020-07-04 01:47:36,173 - mmaction - INFO - Epoch [205][100/627] lr: 5.904e-03, eta: 9:20:02, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6458, loss_cls: 2.5998, loss: 2.5998 2020-07-04 01:47:53,830 - mmaction - INFO - Epoch [205][120/627] lr: 5.904e-03, eta: 9:19:41, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6729, loss_cls: 2.5756, loss: 2.5756 2020-07-04 01:48:11,542 - mmaction - INFO - Epoch [205][140/627] lr: 5.904e-03, eta: 9:19:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6667, loss_cls: 2.5600, loss: 2.5600 2020-07-04 01:48:29,258 - mmaction - INFO - Epoch [205][160/627] lr: 5.904e-03, eta: 9:18:58, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6500, loss_cls: 2.6077, loss: 2.6077 2020-07-04 01:48:46,979 - mmaction - INFO - Epoch [205][180/627] lr: 5.904e-03, eta: 9:18:37, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6354, loss_cls: 2.6798, loss: 2.6798 2020-07-04 01:49:04,706 - mmaction - INFO - Epoch [205][200/627] lr: 5.904e-03, eta: 9:18:15, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6646, loss_cls: 2.5972, loss: 2.5972 2020-07-04 01:49:22,423 - mmaction - INFO - Epoch [205][220/627] lr: 5.904e-03, eta: 9:17:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.4964, loss: 2.4964 2020-07-04 01:49:40,117 - mmaction - INFO - Epoch [205][240/627] lr: 5.904e-03, eta: 9:17:32, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6437, loss_cls: 2.6766, loss: 2.6766 2020-07-04 01:49:57,994 - mmaction - INFO - Epoch [205][260/627] lr: 5.904e-03, eta: 9:17:11, time: 0.894, data_time: 0.011, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6625, loss_cls: 2.5706, loss: 2.5706 2020-07-04 01:50:16,298 - mmaction - INFO - Epoch [205][280/627] lr: 5.904e-03, eta: 9:16:49, time: 0.907, data_time: 0.003, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6417, loss_cls: 2.7176, loss: 2.7176 2020-07-04 01:50:34,012 - mmaction - INFO - Epoch [205][300/627] lr: 5.904e-03, eta: 9:16:28, time: 0.895, data_time: 0.010, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6625, loss_cls: 2.5833, loss: 2.5833 2020-07-04 01:50:51,708 - mmaction - INFO - Epoch [205][320/627] lr: 5.904e-03, eta: 9:16:07, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6583, loss_cls: 2.7644, loss: 2.7644 2020-07-04 01:51:09,430 - mmaction - INFO - Epoch [205][340/627] lr: 5.904e-03, eta: 9:15:45, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6292, loss_cls: 2.6787, loss: 2.6787 2020-07-04 01:51:27,199 - mmaction - INFO - Epoch [205][360/627] lr: 5.904e-03, eta: 9:15:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6729, loss_cls: 2.4675, loss: 2.4675 2020-07-04 01:51:44,974 - mmaction - INFO - Epoch [205][380/627] lr: 5.904e-03, eta: 9:15:02, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6667, loss_cls: 2.4979, loss: 2.4979 2020-07-04 01:52:02,701 - mmaction - INFO - Epoch [205][400/627] lr: 5.904e-03, eta: 9:14:41, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.3854, top5_acc: 0.6229, loss_cls: 2.7419, loss: 2.7419 2020-07-04 01:52:20,465 - mmaction - INFO - Epoch [205][420/627] lr: 5.904e-03, eta: 9:14:19, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6729, loss_cls: 2.5669, loss: 2.5669 2020-07-04 01:52:38,164 - mmaction - INFO - Epoch [205][440/627] lr: 5.904e-03, eta: 9:13:58, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6646, loss_cls: 2.5957, loss: 2.5957 2020-07-04 01:52:55,954 - mmaction - INFO - Epoch [205][460/627] lr: 5.904e-03, eta: 9:13:37, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6708, loss_cls: 2.5170, loss: 2.5170 2020-07-04 01:53:13,679 - mmaction - INFO - Epoch [205][480/627] lr: 5.904e-03, eta: 9:13:15, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6729, loss_cls: 2.4785, loss: 2.4785 2020-07-04 01:53:31,409 - mmaction - INFO - Epoch [205][500/627] lr: 5.904e-03, eta: 9:12:54, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6458, loss_cls: 2.5807, loss: 2.5807 2020-07-04 01:53:49,175 - mmaction - INFO - Epoch [205][520/627] lr: 5.904e-03, eta: 9:12:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6312, loss_cls: 2.6606, loss: 2.6606 2020-07-04 01:54:06,908 - mmaction - INFO - Epoch [205][540/627] lr: 5.904e-03, eta: 9:12:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6271, loss_cls: 2.6599, loss: 2.6599 2020-07-04 01:54:24,651 - mmaction - INFO - Epoch [205][560/627] lr: 5.904e-03, eta: 9:11:49, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6792, loss_cls: 2.5279, loss: 2.5279 2020-07-04 01:54:42,375 - mmaction - INFO - Epoch [205][580/627] lr: 5.904e-03, eta: 9:11:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6437, loss_cls: 2.7176, loss: 2.7176 2020-07-04 01:55:00,110 - mmaction - INFO - Epoch [205][600/627] lr: 5.904e-03, eta: 9:11:07, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6875, loss_cls: 2.4578, loss: 2.4578 2020-07-04 01:55:17,902 - mmaction - INFO - Epoch [205][620/627] lr: 5.904e-03, eta: 9:10:45, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4021, top5_acc: 0.6167, loss_cls: 2.7453, loss: 2.7453 2020-07-04 01:57:08,517 - mmaction - INFO - Epoch [206][20/627] lr: 5.686e-03, eta: 9:10:37, time: 5.122, data_time: 4.114, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6958, loss_cls: 2.3935, loss: 2.3935 2020-07-04 01:57:26,125 - mmaction - INFO - Epoch [206][40/627] lr: 5.686e-03, eta: 9:10:15, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6833, loss_cls: 2.4875, loss: 2.4875 2020-07-04 01:57:43,726 - mmaction - INFO - Epoch [206][60/627] lr: 5.686e-03, eta: 9:09:54, time: 0.878, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6646, loss_cls: 2.5774, loss: 2.5774 2020-07-04 01:58:01,401 - mmaction - INFO - Epoch [206][80/627] lr: 5.686e-03, eta: 9:09:32, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6604, loss_cls: 2.6256, loss: 2.6256 2020-07-04 01:58:19,086 - mmaction - INFO - Epoch [206][100/627] lr: 5.686e-03, eta: 9:09:11, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6500, loss_cls: 2.5940, loss: 2.5940 2020-07-04 01:58:36,759 - mmaction - INFO - Epoch [206][120/627] lr: 5.686e-03, eta: 9:08:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6583, loss_cls: 2.5139, loss: 2.5139 2020-07-04 01:58:54,464 - mmaction - INFO - Epoch [206][140/627] lr: 5.686e-03, eta: 9:08:28, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6375, loss_cls: 2.6670, loss: 2.6670 2020-07-04 01:59:12,147 - mmaction - INFO - Epoch [206][160/627] lr: 5.686e-03, eta: 9:08:06, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6271, loss_cls: 2.7598, loss: 2.7598 2020-07-04 01:59:29,897 - mmaction - INFO - Epoch [206][180/627] lr: 5.686e-03, eta: 9:07:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6896, loss_cls: 2.4591, loss: 2.4591 2020-07-04 01:59:47,621 - mmaction - INFO - Epoch [206][200/627] lr: 5.686e-03, eta: 9:07:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6417, loss_cls: 2.6459, loss: 2.6459 2020-07-04 02:00:10,908 - mmaction - INFO - Epoch [206][220/627] lr: 5.686e-03, eta: 9:07:04, time: 1.158, data_time: 0.006, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6292, loss_cls: 2.6861, loss: 2.6861 2020-07-04 02:00:28,634 - mmaction - INFO - Epoch [206][240/627] lr: 5.686e-03, eta: 9:06:42, time: 0.893, data_time: 0.012, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6583, loss_cls: 2.5122, loss: 2.5122 2020-07-04 02:00:46,347 - mmaction - INFO - Epoch [206][260/627] lr: 5.686e-03, eta: 9:06:21, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6458, loss_cls: 2.6455, loss: 2.6455 2020-07-04 02:01:04,056 - mmaction - INFO - Epoch [206][280/627] lr: 5.686e-03, eta: 9:05:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6646, loss_cls: 2.5448, loss: 2.5448 2020-07-04 02:01:21,714 - mmaction - INFO - Epoch [206][300/627] lr: 5.686e-03, eta: 9:05:38, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6437, loss_cls: 2.6364, loss: 2.6364 2020-07-04 02:01:39,394 - mmaction - INFO - Epoch [206][320/627] lr: 5.686e-03, eta: 9:05:16, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6875, loss_cls: 2.3977, loss: 2.3977 2020-07-04 02:01:57,128 - mmaction - INFO - Epoch [206][340/627] lr: 5.686e-03, eta: 9:04:55, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6604, loss_cls: 2.5305, loss: 2.5305 2020-07-04 02:02:14,867 - mmaction - INFO - Epoch [206][360/627] lr: 5.686e-03, eta: 9:04:34, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6583, loss_cls: 2.6541, loss: 2.6541 2020-07-04 02:02:33,076 - mmaction - INFO - Epoch [206][380/627] lr: 5.686e-03, eta: 9:04:12, time: 0.911, data_time: 0.029, memory: 8451, top1_acc: 0.3833, top5_acc: 0.6437, loss_cls: 2.6428, loss: 2.6428 2020-07-04 02:02:50,781 - mmaction - INFO - Epoch [206][400/627] lr: 5.686e-03, eta: 9:03:51, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6458, loss_cls: 2.6327, loss: 2.6327 2020-07-04 02:03:08,473 - mmaction - INFO - Epoch [206][420/627] lr: 5.686e-03, eta: 9:03:29, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6625, loss_cls: 2.5332, loss: 2.5332 2020-07-04 02:03:26,191 - mmaction - INFO - Epoch [206][440/627] lr: 5.686e-03, eta: 9:03:08, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6312, loss_cls: 2.6519, loss: 2.6519 2020-07-04 02:03:43,908 - mmaction - INFO - Epoch [206][460/627] lr: 5.686e-03, eta: 9:02:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6292, loss_cls: 2.7001, loss: 2.7001 2020-07-04 02:04:01,625 - mmaction - INFO - Epoch [206][480/627] lr: 5.686e-03, eta: 9:02:25, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6479, loss_cls: 2.5207, loss: 2.5207 2020-07-04 02:04:19,287 - mmaction - INFO - Epoch [206][500/627] lr: 5.686e-03, eta: 9:02:04, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6458, loss_cls: 2.5992, loss: 2.5992 2020-07-04 02:04:36,976 - mmaction - INFO - Epoch [206][520/627] lr: 5.686e-03, eta: 9:01:42, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6542, loss_cls: 2.5603, loss: 2.5603 2020-07-04 02:04:54,710 - mmaction - INFO - Epoch [206][540/627] lr: 5.686e-03, eta: 9:01:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6708, loss_cls: 2.4678, loss: 2.4678 2020-07-04 02:05:12,458 - mmaction - INFO - Epoch [206][560/627] lr: 5.686e-03, eta: 9:00:59, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4458, top5_acc: 0.7000, loss_cls: 2.4570, loss: 2.4570 2020-07-04 02:05:30,217 - mmaction - INFO - Epoch [206][580/627] lr: 5.686e-03, eta: 9:00:38, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6542, loss_cls: 2.5815, loss: 2.5815 2020-07-04 02:05:48,027 - mmaction - INFO - Epoch [206][600/627] lr: 5.686e-03, eta: 9:00:17, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7542, loss: 2.7542 2020-07-04 02:06:05,763 - mmaction - INFO - Epoch [206][620/627] lr: 5.686e-03, eta: 8:59:55, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6604, loss_cls: 2.5623, loss: 2.5623 2020-07-04 02:08:27,702 - mmaction - INFO - Epoch [207][20/627] lr: 5.472e-03, eta: 8:59:53, time: 6.431, data_time: 5.511, memory: 8451, top1_acc: 0.3937, top5_acc: 0.6167, loss_cls: 2.8079, loss: 2.8079 2020-07-04 02:08:45,321 - mmaction - INFO - Epoch [207][40/627] lr: 5.472e-03, eta: 8:59:31, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6875, loss_cls: 2.3779, loss: 2.3779 2020-07-04 02:09:02,994 - mmaction - INFO - Epoch [207][60/627] lr: 5.472e-03, eta: 8:59:10, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6896, loss_cls: 2.4664, loss: 2.4664 2020-07-04 02:09:20,670 - mmaction - INFO - Epoch [207][80/627] lr: 5.472e-03, eta: 8:58:48, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6583, loss_cls: 2.5407, loss: 2.5407 2020-07-04 02:09:38,330 - mmaction - INFO - Epoch [207][100/627] lr: 5.472e-03, eta: 8:58:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7167, loss_cls: 2.3633, loss: 2.3633 2020-07-04 02:09:56,007 - mmaction - INFO - Epoch [207][120/627] lr: 5.472e-03, eta: 8:58:06, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6458, loss_cls: 2.6283, loss: 2.6283 2020-07-04 02:10:16,373 - mmaction - INFO - Epoch [207][140/627] lr: 5.472e-03, eta: 8:57:45, time: 1.015, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6417, loss_cls: 2.6284, loss: 2.6284 2020-07-04 02:10:34,138 - mmaction - INFO - Epoch [207][160/627] lr: 5.472e-03, eta: 8:57:23, time: 0.892, data_time: 0.006, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6542, loss_cls: 2.6277, loss: 2.6277 2020-07-04 02:10:51,897 - mmaction - INFO - Epoch [207][180/627] lr: 5.472e-03, eta: 8:57:02, time: 0.889, data_time: 0.009, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6646, loss_cls: 2.5773, loss: 2.5773 2020-07-04 02:11:09,626 - mmaction - INFO - Epoch [207][200/627] lr: 5.472e-03, eta: 8:56:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6042, loss_cls: 2.7814, loss: 2.7814 2020-07-04 02:11:27,277 - mmaction - INFO - Epoch [207][220/627] lr: 5.472e-03, eta: 8:56:19, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6396, loss_cls: 2.6846, loss: 2.6846 2020-07-04 02:11:44,995 - mmaction - INFO - Epoch [207][240/627] lr: 5.472e-03, eta: 8:55:58, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6417, loss_cls: 2.6159, loss: 2.6159 2020-07-04 02:12:02,738 - mmaction - INFO - Epoch [207][260/627] lr: 5.472e-03, eta: 8:55:36, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6625, loss_cls: 2.5420, loss: 2.5420 2020-07-04 02:12:20,428 - mmaction - INFO - Epoch [207][280/627] lr: 5.472e-03, eta: 8:55:15, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6458, loss_cls: 2.5938, loss: 2.5938 2020-07-04 02:12:38,123 - mmaction - INFO - Epoch [207][300/627] lr: 5.472e-03, eta: 8:54:54, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6437, loss_cls: 2.6261, loss: 2.6261 2020-07-04 02:12:55,916 - mmaction - INFO - Epoch [207][320/627] lr: 5.472e-03, eta: 8:54:32, time: 0.891, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6854, loss_cls: 2.4345, loss: 2.4345 2020-07-04 02:13:13,615 - mmaction - INFO - Epoch [207][340/627] lr: 5.472e-03, eta: 8:54:11, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6583, loss_cls: 2.5783, loss: 2.5783 2020-07-04 02:13:31,353 - mmaction - INFO - Epoch [207][360/627] lr: 5.472e-03, eta: 8:53:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6542, loss_cls: 2.6010, loss: 2.6010 2020-07-04 02:13:49,071 - mmaction - INFO - Epoch [207][380/627] lr: 5.472e-03, eta: 8:53:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6833, loss_cls: 2.5559, loss: 2.5559 2020-07-04 02:14:06,795 - mmaction - INFO - Epoch [207][400/627] lr: 5.472e-03, eta: 8:53:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6771, loss_cls: 2.6019, loss: 2.6019 2020-07-04 02:14:24,567 - mmaction - INFO - Epoch [207][420/627] lr: 5.472e-03, eta: 8:52:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6542, loss_cls: 2.5727, loss: 2.5727 2020-07-04 02:14:42,285 - mmaction - INFO - Epoch [207][440/627] lr: 5.472e-03, eta: 8:52:24, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.6391, loss: 2.6391 2020-07-04 02:15:00,019 - mmaction - INFO - Epoch [207][460/627] lr: 5.472e-03, eta: 8:52:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6625, loss_cls: 2.5951, loss: 2.5951 2020-07-04 02:15:17,742 - mmaction - INFO - Epoch [207][480/627] lr: 5.472e-03, eta: 8:51:41, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6542, loss_cls: 2.6428, loss: 2.6428 2020-07-04 02:15:35,497 - mmaction - INFO - Epoch [207][500/627] lr: 5.472e-03, eta: 8:51:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6729, loss_cls: 2.4583, loss: 2.4583 2020-07-04 02:15:53,210 - mmaction - INFO - Epoch [207][520/627] lr: 5.472e-03, eta: 8:50:58, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6458, loss_cls: 2.6418, loss: 2.6418 2020-07-04 02:16:10,933 - mmaction - INFO - Epoch [207][540/627] lr: 5.472e-03, eta: 8:50:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6333, loss_cls: 2.6816, loss: 2.6816 2020-07-04 02:16:28,656 - mmaction - INFO - Epoch [207][560/627] lr: 5.472e-03, eta: 8:50:15, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.7042, loss_cls: 2.4240, loss: 2.4240 2020-07-04 02:16:46,486 - mmaction - INFO - Epoch [207][580/627] lr: 5.472e-03, eta: 8:49:54, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6500, loss_cls: 2.6163, loss: 2.6163 2020-07-04 02:17:05,076 - mmaction - INFO - Epoch [207][600/627] lr: 5.472e-03, eta: 8:49:33, time: 0.933, data_time: 0.051, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6458, loss_cls: 2.5750, loss: 2.5750 2020-07-04 02:17:22,762 - mmaction - INFO - Epoch [207][620/627] lr: 5.472e-03, eta: 8:49:11, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6771, loss_cls: 2.5426, loss: 2.5426 2020-07-04 02:19:23,631 - mmaction - INFO - Epoch [208][20/627] lr: 5.262e-03, eta: 8:49:05, time: 5.685, data_time: 4.365, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6250, loss_cls: 2.6653, loss: 2.6653 2020-07-04 02:19:41,254 - mmaction - INFO - Epoch [208][40/627] lr: 5.262e-03, eta: 8:48:43, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6479, loss_cls: 2.6237, loss: 2.6237 2020-07-04 02:19:58,871 - mmaction - INFO - Epoch [208][60/627] lr: 5.262e-03, eta: 8:48:22, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6854, loss_cls: 2.5391, loss: 2.5391 2020-07-04 02:20:16,984 - mmaction - INFO - Epoch [208][80/627] lr: 5.262e-03, eta: 8:48:00, time: 0.905, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6250, loss_cls: 2.6152, loss: 2.6152 2020-07-04 02:20:34,645 - mmaction - INFO - Epoch [208][100/627] lr: 5.262e-03, eta: 8:47:39, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6500, loss_cls: 2.6080, loss: 2.6080 2020-07-04 02:20:52,345 - mmaction - INFO - Epoch [208][120/627] lr: 5.262e-03, eta: 8:47:18, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6521, loss_cls: 2.6169, loss: 2.6169 2020-07-04 02:21:10,039 - mmaction - INFO - Epoch [208][140/627] lr: 5.262e-03, eta: 8:46:56, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.7104, loss_cls: 2.4937, loss: 2.4937 2020-07-04 02:21:27,811 - mmaction - INFO - Epoch [208][160/627] lr: 5.262e-03, eta: 8:46:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6687, loss_cls: 2.5114, loss: 2.5114 2020-07-04 02:21:45,449 - mmaction - INFO - Epoch [208][180/627] lr: 5.262e-03, eta: 8:46:13, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6958, loss_cls: 2.5447, loss: 2.5447 2020-07-04 02:22:03,162 - mmaction - INFO - Epoch [208][200/627] lr: 5.262e-03, eta: 8:45:52, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6333, loss_cls: 2.6379, loss: 2.6379 2020-07-04 02:22:20,886 - mmaction - INFO - Epoch [208][220/627] lr: 5.262e-03, eta: 8:45:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6646, loss_cls: 2.6344, loss: 2.6344 2020-07-04 02:22:38,618 - mmaction - INFO - Epoch [208][240/627] lr: 5.262e-03, eta: 8:45:09, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6708, loss_cls: 2.4636, loss: 2.4636 2020-07-04 02:22:56,338 - mmaction - INFO - Epoch [208][260/627] lr: 5.262e-03, eta: 8:44:48, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6729, loss_cls: 2.5549, loss: 2.5549 2020-07-04 02:23:14,048 - mmaction - INFO - Epoch [208][280/627] lr: 5.262e-03, eta: 8:44:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.3771, top5_acc: 0.6104, loss_cls: 2.8786, loss: 2.8786 2020-07-04 02:23:31,784 - mmaction - INFO - Epoch [208][300/627] lr: 5.262e-03, eta: 8:44:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6625, loss_cls: 2.6242, loss: 2.6242 2020-07-04 02:23:49,469 - mmaction - INFO - Epoch [208][320/627] lr: 5.262e-03, eta: 8:43:44, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6542, loss_cls: 2.6645, loss: 2.6645 2020-07-04 02:24:07,233 - mmaction - INFO - Epoch [208][340/627] lr: 5.262e-03, eta: 8:43:22, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6667, loss_cls: 2.4894, loss: 2.4894 2020-07-04 02:24:24,953 - mmaction - INFO - Epoch [208][360/627] lr: 5.262e-03, eta: 8:43:01, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6667, loss_cls: 2.4742, loss: 2.4742 2020-07-04 02:24:42,719 - mmaction - INFO - Epoch [208][380/627] lr: 5.262e-03, eta: 8:42:40, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6667, loss_cls: 2.4537, loss: 2.4537 2020-07-04 02:25:00,434 - mmaction - INFO - Epoch [208][400/627] lr: 5.262e-03, eta: 8:42:18, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4854, loss: 2.4854 2020-07-04 02:25:18,129 - mmaction - INFO - Epoch [208][420/627] lr: 5.262e-03, eta: 8:41:57, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6333, loss_cls: 2.6939, loss: 2.6939 2020-07-04 02:25:35,851 - mmaction - INFO - Epoch [208][440/627] lr: 5.262e-03, eta: 8:41:35, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4312, top5_acc: 0.6604, loss_cls: 2.5595, loss: 2.5595 2020-07-04 02:25:53,564 - mmaction - INFO - Epoch [208][460/627] lr: 5.262e-03, eta: 8:41:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6667, loss_cls: 2.5304, loss: 2.5304 2020-07-04 02:26:11,325 - mmaction - INFO - Epoch [208][480/627] lr: 5.262e-03, eta: 8:40:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6500, loss_cls: 2.6432, loss: 2.6432 2020-07-04 02:26:29,064 - mmaction - INFO - Epoch [208][500/627] lr: 5.262e-03, eta: 8:40:31, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6646, loss_cls: 2.4820, loss: 2.4820 2020-07-04 02:26:46,820 - mmaction - INFO - Epoch [208][520/627] lr: 5.262e-03, eta: 8:40:10, time: 0.887, data_time: 0.005, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6437, loss_cls: 2.5630, loss: 2.5630 2020-07-04 02:27:04,507 - mmaction - INFO - Epoch [208][540/627] lr: 5.262e-03, eta: 8:39:49, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6333, loss_cls: 2.6063, loss: 2.6063 2020-07-04 02:27:22,224 - mmaction - INFO - Epoch [208][560/627] lr: 5.262e-03, eta: 8:39:27, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6812, loss_cls: 2.4979, loss: 2.4979 2020-07-04 02:27:39,916 - mmaction - INFO - Epoch [208][580/627] lr: 5.262e-03, eta: 8:39:06, time: 0.887, data_time: 0.007, memory: 8451, top1_acc: 0.3792, top5_acc: 0.6125, loss_cls: 2.8376, loss: 2.8376 2020-07-04 02:27:57,628 - mmaction - INFO - Epoch [208][600/627] lr: 5.262e-03, eta: 8:38:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6875, loss_cls: 2.3601, loss: 2.3601 2020-07-04 02:28:15,346 - mmaction - INFO - Epoch [208][620/627] lr: 5.262e-03, eta: 8:38:23, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6542, loss_cls: 2.5851, loss: 2.5851 2020-07-04 02:28:23,022 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-07-04 02:30:11,261 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-04 02:30:12,541 - mmaction - INFO - top1_acc 0.4761 top5_acc 0.7154 2020-07-04 02:30:12,542 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-04 02:30:12,634 - mmaction - INFO - mean_acc 0.4760 2020-07-04 02:30:12,643 - mmaction - INFO - Epoch [208][627/627] lr: 5.262e-03, top1_acc: 0.4761, top5_acc: 0.7154, mean_class_accuracy: 0.4760 2020-07-04 02:31:57,146 - mmaction - INFO - Epoch [209][20/627] lr: 5.056e-03, eta: 8:38:13, time: 5.221, data_time: 4.289, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6708, loss_cls: 2.4810, loss: 2.4810 2020-07-04 02:32:14,728 - mmaction - INFO - Epoch [209][40/627] lr: 5.056e-03, eta: 8:37:52, time: 0.880, data_time: 0.005, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6937, loss_cls: 2.5385, loss: 2.5385 2020-07-04 02:32:32,371 - mmaction - INFO - Epoch [209][60/627] lr: 5.056e-03, eta: 8:37:31, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6479, loss_cls: 2.5497, loss: 2.5497 2020-07-04 02:32:50,009 - mmaction - INFO - Epoch [209][80/627] lr: 5.056e-03, eta: 8:37:09, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6625, loss_cls: 2.4955, loss: 2.4955 2020-07-04 02:33:07,621 - mmaction - INFO - Epoch [209][100/627] lr: 5.056e-03, eta: 8:36:48, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6750, loss_cls: 2.6212, loss: 2.6212 2020-07-04 02:33:25,461 - mmaction - INFO - Epoch [209][120/627] lr: 5.056e-03, eta: 8:36:26, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6125, loss_cls: 2.7655, loss: 2.7655 2020-07-04 02:33:45,233 - mmaction - INFO - Epoch [209][140/627] lr: 5.056e-03, eta: 8:36:06, time: 0.997, data_time: 0.063, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6438, loss_cls: 2.6968, loss: 2.6968 2020-07-04 02:34:02,873 - mmaction - INFO - Epoch [209][160/627] lr: 5.056e-03, eta: 8:35:44, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6438, loss_cls: 2.5737, loss: 2.5737 2020-07-04 02:34:20,575 - mmaction - INFO - Epoch [209][180/627] lr: 5.056e-03, eta: 8:35:23, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6292, loss_cls: 2.6657, loss: 2.6657 2020-07-04 02:34:38,287 - mmaction - INFO - Epoch [209][200/627] lr: 5.056e-03, eta: 8:35:01, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6708, loss_cls: 2.5616, loss: 2.5616 2020-07-04 02:34:56,027 - mmaction - INFO - Epoch [209][220/627] lr: 5.056e-03, eta: 8:34:40, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6792, loss_cls: 2.4144, loss: 2.4144 2020-07-04 02:35:14,027 - mmaction - INFO - Epoch [209][240/627] lr: 5.056e-03, eta: 8:34:19, time: 0.899, data_time: 0.001, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6417, loss_cls: 2.6898, loss: 2.6898 2020-07-04 02:35:31,797 - mmaction - INFO - Epoch [209][260/627] lr: 5.056e-03, eta: 8:33:57, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6750, loss_cls: 2.4483, loss: 2.4483 2020-07-04 02:35:49,536 - mmaction - INFO - Epoch [209][280/627] lr: 5.056e-03, eta: 8:33:36, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6562, loss_cls: 2.4972, loss: 2.4972 2020-07-04 02:36:07,268 - mmaction - INFO - Epoch [209][300/627] lr: 5.056e-03, eta: 8:33:15, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6062, loss_cls: 2.7559, loss: 2.7559 2020-07-04 02:36:24,943 - mmaction - INFO - Epoch [209][320/627] lr: 5.056e-03, eta: 8:32:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6500, loss_cls: 2.6857, loss: 2.6857 2020-07-04 02:36:42,651 - mmaction - INFO - Epoch [209][340/627] lr: 5.056e-03, eta: 8:32:32, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6313, loss_cls: 2.6338, loss: 2.6338 2020-07-04 02:37:00,373 - mmaction - INFO - Epoch [209][360/627] lr: 5.056e-03, eta: 8:32:11, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6479, loss_cls: 2.5483, loss: 2.5483 2020-07-04 02:37:18,111 - mmaction - INFO - Epoch [209][380/627] lr: 5.056e-03, eta: 8:31:49, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6875, loss_cls: 2.4525, loss: 2.4525 2020-07-04 02:37:35,827 - mmaction - INFO - Epoch [209][400/627] lr: 5.056e-03, eta: 8:31:28, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4937, top5_acc: 0.6813, loss_cls: 2.4447, loss: 2.4447 2020-07-04 02:37:53,476 - mmaction - INFO - Epoch [209][420/627] lr: 5.056e-03, eta: 8:31:06, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6167, loss_cls: 2.7367, loss: 2.7367 2020-07-04 02:38:11,225 - mmaction - INFO - Epoch [209][440/627] lr: 5.056e-03, eta: 8:30:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6667, loss_cls: 2.4890, loss: 2.4890 2020-07-04 02:38:28,904 - mmaction - INFO - Epoch [209][460/627] lr: 5.056e-03, eta: 8:30:24, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6500, loss_cls: 2.5874, loss: 2.5874 2020-07-04 02:38:46,649 - mmaction - INFO - Epoch [209][480/627] lr: 5.056e-03, eta: 8:30:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6562, loss_cls: 2.5235, loss: 2.5235 2020-07-04 02:39:04,367 - mmaction - INFO - Epoch [209][500/627] lr: 5.056e-03, eta: 8:29:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6500, loss_cls: 2.6304, loss: 2.6304 2020-07-04 02:39:22,104 - mmaction - INFO - Epoch [209][520/627] lr: 5.056e-03, eta: 8:29:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6562, loss_cls: 2.6035, loss: 2.6035 2020-07-04 02:39:39,883 - mmaction - INFO - Epoch [209][540/627] lr: 5.056e-03, eta: 8:28:58, time: 0.889, data_time: 0.008, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6833, loss_cls: 2.4816, loss: 2.4816 2020-07-04 02:39:57,600 - mmaction - INFO - Epoch [209][560/627] lr: 5.056e-03, eta: 8:28:37, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6500, loss_cls: 2.5645, loss: 2.5645 2020-07-04 02:40:15,317 - mmaction - INFO - Epoch [209][580/627] lr: 5.056e-03, eta: 8:28:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6792, loss_cls: 2.4361, loss: 2.4361 2020-07-04 02:40:33,034 - mmaction - INFO - Epoch [209][600/627] lr: 5.056e-03, eta: 8:27:54, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6521, loss_cls: 2.6148, loss: 2.6148 2020-07-04 02:40:50,762 - mmaction - INFO - Epoch [209][620/627] lr: 5.056e-03, eta: 8:27:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6458, loss_cls: 2.5955, loss: 2.5955 2020-07-04 02:42:54,071 - mmaction - INFO - Epoch [210][20/627] lr: 4.853e-03, eta: 8:27:25, time: 5.740, data_time: 4.821, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6563, loss_cls: 2.5315, loss: 2.5315 2020-07-04 02:43:11,698 - mmaction - INFO - Epoch [210][40/627] lr: 4.853e-03, eta: 8:27:04, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6396, loss_cls: 2.6113, loss: 2.6113 2020-07-04 02:43:29,308 - mmaction - INFO - Epoch [210][60/627] lr: 4.853e-03, eta: 8:26:43, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6313, loss_cls: 2.6300, loss: 2.6300 2020-07-04 02:43:46,972 - mmaction - INFO - Epoch [210][80/627] lr: 4.853e-03, eta: 8:26:21, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6229, loss_cls: 2.6743, loss: 2.6743 2020-07-04 02:44:04,675 - mmaction - INFO - Epoch [210][100/627] lr: 4.853e-03, eta: 8:26:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6750, loss_cls: 2.3747, loss: 2.3747 2020-07-04 02:44:22,346 - mmaction - INFO - Epoch [210][120/627] lr: 4.853e-03, eta: 8:25:38, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6521, loss_cls: 2.6418, loss: 2.6418 2020-07-04 02:44:40,067 - mmaction - INFO - Epoch [210][140/627] lr: 4.853e-03, eta: 8:25:17, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6750, loss_cls: 2.4643, loss: 2.4643 2020-07-04 02:44:57,819 - mmaction - INFO - Epoch [210][160/627] lr: 4.853e-03, eta: 8:24:56, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6458, loss_cls: 2.6066, loss: 2.6066 2020-07-04 02:45:15,528 - mmaction - INFO - Epoch [210][180/627] lr: 4.853e-03, eta: 8:24:34, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6792, loss_cls: 2.5454, loss: 2.5454 2020-07-04 02:45:33,256 - mmaction - INFO - Epoch [210][200/627] lr: 4.853e-03, eta: 8:24:13, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6437, loss_cls: 2.6318, loss: 2.6318 2020-07-04 02:45:50,955 - mmaction - INFO - Epoch [210][220/627] lr: 4.853e-03, eta: 8:23:52, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6479, loss_cls: 2.5242, loss: 2.5242 2020-07-04 02:46:08,683 - mmaction - INFO - Epoch [210][240/627] lr: 4.853e-03, eta: 8:23:30, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6417, loss_cls: 2.6228, loss: 2.6228 2020-07-04 02:46:26,398 - mmaction - INFO - Epoch [210][260/627] lr: 4.853e-03, eta: 8:23:09, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5374, loss: 2.5374 2020-07-04 02:46:44,126 - mmaction - INFO - Epoch [210][280/627] lr: 4.853e-03, eta: 8:22:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.4883, loss: 2.4883 2020-07-04 02:47:01,889 - mmaction - INFO - Epoch [210][300/627] lr: 4.853e-03, eta: 8:22:26, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6542, loss_cls: 2.5436, loss: 2.5436 2020-07-04 02:47:19,631 - mmaction - INFO - Epoch [210][320/627] lr: 4.853e-03, eta: 8:22:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6646, loss_cls: 2.5003, loss: 2.5003 2020-07-04 02:47:37,347 - mmaction - INFO - Epoch [210][340/627] lr: 4.853e-03, eta: 8:21:43, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6625, loss_cls: 2.5904, loss: 2.5904 2020-07-04 02:47:55,070 - mmaction - INFO - Epoch [210][360/627] lr: 4.853e-03, eta: 8:21:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6521, loss_cls: 2.5879, loss: 2.5879 2020-07-04 02:48:12,752 - mmaction - INFO - Epoch [210][380/627] lr: 4.853e-03, eta: 8:21:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6479, loss_cls: 2.7067, loss: 2.7067 2020-07-04 02:48:30,446 - mmaction - INFO - Epoch [210][400/627] lr: 4.853e-03, eta: 8:20:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6125, loss_cls: 2.6533, loss: 2.6533 2020-07-04 02:48:48,198 - mmaction - INFO - Epoch [210][420/627] lr: 4.853e-03, eta: 8:20:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6833, loss_cls: 2.4555, loss: 2.4555 2020-07-04 02:49:05,890 - mmaction - INFO - Epoch [210][440/627] lr: 4.853e-03, eta: 8:19:57, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6646, loss_cls: 2.6091, loss: 2.6091 2020-07-04 02:49:23,605 - mmaction - INFO - Epoch [210][460/627] lr: 4.853e-03, eta: 8:19:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6604, loss_cls: 2.6086, loss: 2.6086 2020-07-04 02:49:41,318 - mmaction - INFO - Epoch [210][480/627] lr: 4.853e-03, eta: 8:19:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6542, loss_cls: 2.5854, loss: 2.5854 2020-07-04 02:49:59,010 - mmaction - INFO - Epoch [210][500/627] lr: 4.853e-03, eta: 8:18:53, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6396, loss_cls: 2.6316, loss: 2.6316 2020-07-04 02:50:16,743 - mmaction - INFO - Epoch [210][520/627] lr: 4.853e-03, eta: 8:18:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.5136, loss: 2.5136 2020-07-04 02:50:34,450 - mmaction - INFO - Epoch [210][540/627] lr: 4.853e-03, eta: 8:18:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6771, loss_cls: 2.4967, loss: 2.4967 2020-07-04 02:50:52,184 - mmaction - INFO - Epoch [210][560/627] lr: 4.853e-03, eta: 8:17:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6542, loss_cls: 2.5884, loss: 2.5884 2020-07-04 02:51:09,906 - mmaction - INFO - Epoch [210][580/627] lr: 4.853e-03, eta: 8:17:27, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6667, loss_cls: 2.4823, loss: 2.4823 2020-07-04 02:51:27,589 - mmaction - INFO - Epoch [210][600/627] lr: 4.853e-03, eta: 8:17:06, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6646, loss_cls: 2.5562, loss: 2.5562 2020-07-04 02:51:45,336 - mmaction - INFO - Epoch [210][620/627] lr: 4.853e-03, eta: 8:16:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6667, loss_cls: 2.5789, loss: 2.5789 2020-07-04 02:53:32,477 - mmaction - INFO - Epoch [211][20/627] lr: 4.654e-03, eta: 8:16:33, time: 4.942, data_time: 3.998, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6896, loss_cls: 2.4741, loss: 2.4741 2020-07-04 02:53:50,090 - mmaction - INFO - Epoch [211][40/627] lr: 4.654e-03, eta: 8:16:12, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6646, loss_cls: 2.4989, loss: 2.4989 2020-07-04 02:54:07,689 - mmaction - INFO - Epoch [211][60/627] lr: 4.654e-03, eta: 8:15:50, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6502, loss: 2.6502 2020-07-04 02:54:25,330 - mmaction - INFO - Epoch [211][80/627] lr: 4.654e-03, eta: 8:15:29, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6708, loss_cls: 2.4963, loss: 2.4963 2020-07-04 02:54:42,997 - mmaction - INFO - Epoch [211][100/627] lr: 4.654e-03, eta: 8:15:07, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6625, loss_cls: 2.5027, loss: 2.5027 2020-07-04 02:55:00,701 - mmaction - INFO - Epoch [211][120/627] lr: 4.654e-03, eta: 8:14:46, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6458, loss_cls: 2.6818, loss: 2.6818 2020-07-04 02:55:18,865 - mmaction - INFO - Epoch [211][140/627] lr: 4.654e-03, eta: 8:14:25, time: 0.909, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6813, loss_cls: 2.4467, loss: 2.4467 2020-07-04 02:55:36,630 - mmaction - INFO - Epoch [211][160/627] lr: 4.654e-03, eta: 8:14:04, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6229, loss_cls: 2.6098, loss: 2.6098 2020-07-04 02:55:54,319 - mmaction - INFO - Epoch [211][180/627] lr: 4.654e-03, eta: 8:13:42, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6750, loss_cls: 2.5880, loss: 2.5880 2020-07-04 02:56:12,040 - mmaction - INFO - Epoch [211][200/627] lr: 4.654e-03, eta: 8:13:21, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6667, loss_cls: 2.5509, loss: 2.5509 2020-07-04 02:56:29,737 - mmaction - INFO - Epoch [211][220/627] lr: 4.654e-03, eta: 8:13:00, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6896, loss_cls: 2.4637, loss: 2.4637 2020-07-04 02:56:47,488 - mmaction - INFO - Epoch [211][240/627] lr: 4.654e-03, eta: 8:12:38, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6667, loss_cls: 2.5666, loss: 2.5666 2020-07-04 02:57:05,208 - mmaction - INFO - Epoch [211][260/627] lr: 4.654e-03, eta: 8:12:17, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4062, top5_acc: 0.6313, loss_cls: 2.7104, loss: 2.7104 2020-07-04 02:57:22,960 - mmaction - INFO - Epoch [211][280/627] lr: 4.654e-03, eta: 8:11:56, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6333, loss_cls: 2.6952, loss: 2.6952 2020-07-04 02:57:40,673 - mmaction - INFO - Epoch [211][300/627] lr: 4.654e-03, eta: 8:11:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6771, loss_cls: 2.4511, loss: 2.4511 2020-07-04 02:57:58,400 - mmaction - INFO - Epoch [211][320/627] lr: 4.654e-03, eta: 8:11:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6396, loss_cls: 2.6638, loss: 2.6638 2020-07-04 02:58:16,154 - mmaction - INFO - Epoch [211][340/627] lr: 4.654e-03, eta: 8:10:52, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6688, loss_cls: 2.5012, loss: 2.5012 2020-07-04 02:58:33,901 - mmaction - INFO - Epoch [211][360/627] lr: 4.654e-03, eta: 8:10:30, time: 0.887, data_time: 0.005, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6833, loss_cls: 2.4018, loss: 2.4018 2020-07-04 02:58:51,672 - mmaction - INFO - Epoch [211][380/627] lr: 4.654e-03, eta: 8:10:09, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6542, loss_cls: 2.5557, loss: 2.5557 2020-07-04 02:59:09,374 - mmaction - INFO - Epoch [211][400/627] lr: 4.654e-03, eta: 8:09:48, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.5437, top5_acc: 0.7354, loss_cls: 2.1636, loss: 2.1636 2020-07-04 02:59:27,122 - mmaction - INFO - Epoch [211][420/627] lr: 4.654e-03, eta: 8:09:26, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6271, loss_cls: 2.6906, loss: 2.6906 2020-07-04 02:59:44,836 - mmaction - INFO - Epoch [211][440/627] lr: 4.654e-03, eta: 8:09:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6604, loss_cls: 2.6241, loss: 2.6241 2020-07-04 03:00:07,800 - mmaction - INFO - Epoch [211][460/627] lr: 4.654e-03, eta: 8:08:45, time: 1.137, data_time: 0.002, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6313, loss_cls: 2.7108, loss: 2.7108 2020-07-04 03:00:25,835 - mmaction - INFO - Epoch [211][480/627] lr: 4.654e-03, eta: 8:08:24, time: 0.914, data_time: 0.016, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6625, loss_cls: 2.5054, loss: 2.5054 2020-07-04 03:00:43,545 - mmaction - INFO - Epoch [211][500/627] lr: 4.654e-03, eta: 8:08:02, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4063, top5_acc: 0.6292, loss_cls: 2.7440, loss: 2.7440 2020-07-04 03:01:01,313 - mmaction - INFO - Epoch [211][520/627] lr: 4.654e-03, eta: 8:07:41, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6417, loss_cls: 2.6619, loss: 2.6619 2020-07-04 03:01:19,064 - mmaction - INFO - Epoch [211][540/627] lr: 4.654e-03, eta: 8:07:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6813, loss_cls: 2.5311, loss: 2.5311 2020-07-04 03:01:36,820 - mmaction - INFO - Epoch [211][560/627] lr: 4.654e-03, eta: 8:06:58, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4812, top5_acc: 0.6813, loss_cls: 2.3845, loss: 2.3845 2020-07-04 03:01:54,569 - mmaction - INFO - Epoch [211][580/627] lr: 4.654e-03, eta: 8:06:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6521, loss_cls: 2.5766, loss: 2.5766 2020-07-04 03:02:12,302 - mmaction - INFO - Epoch [211][600/627] lr: 4.654e-03, eta: 8:06:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6688, loss_cls: 2.4609, loss: 2.4609 2020-07-04 03:02:30,053 - mmaction - INFO - Epoch [211][620/627] lr: 4.654e-03, eta: 8:05:54, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6479, loss_cls: 2.5467, loss: 2.5467 2020-07-04 03:04:54,086 - mmaction - INFO - Epoch [212][20/627] lr: 4.459e-03, eta: 8:05:49, time: 6.523, data_time: 5.618, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6604, loss_cls: 2.5211, loss: 2.5211 2020-07-04 03:05:12,232 - mmaction - INFO - Epoch [212][40/627] lr: 4.459e-03, eta: 8:05:28, time: 0.906, data_time: 0.004, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6396, loss_cls: 2.6808, loss: 2.6808 2020-07-04 03:05:29,861 - mmaction - INFO - Epoch [212][60/627] lr: 4.459e-03, eta: 8:05:07, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6625, loss_cls: 2.5368, loss: 2.5368 2020-07-04 03:05:47,573 - mmaction - INFO - Epoch [212][80/627] lr: 4.459e-03, eta: 8:04:45, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6542, loss_cls: 2.6011, loss: 2.6011 2020-07-04 03:06:05,230 - mmaction - INFO - Epoch [212][100/627] lr: 4.459e-03, eta: 8:04:24, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6958, loss_cls: 2.3231, loss: 2.3231 2020-07-04 03:06:22,938 - mmaction - INFO - Epoch [212][120/627] lr: 4.459e-03, eta: 8:04:03, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6792, loss_cls: 2.4404, loss: 2.4404 2020-07-04 03:06:40,706 - mmaction - INFO - Epoch [212][140/627] lr: 4.459e-03, eta: 8:03:41, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6604, loss_cls: 2.4956, loss: 2.4956 2020-07-04 03:06:58,410 - mmaction - INFO - Epoch [212][160/627] lr: 4.459e-03, eta: 8:03:20, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6854, loss_cls: 2.4907, loss: 2.4907 2020-07-04 03:07:16,125 - mmaction - INFO - Epoch [212][180/627] lr: 4.459e-03, eta: 8:02:59, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6667, loss_cls: 2.4040, loss: 2.4040 2020-07-04 03:07:33,824 - mmaction - INFO - Epoch [212][200/627] lr: 4.459e-03, eta: 8:02:37, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6542, loss_cls: 2.5264, loss: 2.5264 2020-07-04 03:07:51,562 - mmaction - INFO - Epoch [212][220/627] lr: 4.459e-03, eta: 8:02:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6729, loss_cls: 2.5241, loss: 2.5241 2020-07-04 03:08:09,272 - mmaction - INFO - Epoch [212][240/627] lr: 4.459e-03, eta: 8:01:55, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6646, loss_cls: 2.5779, loss: 2.5779 2020-07-04 03:08:27,025 - mmaction - INFO - Epoch [212][260/627] lr: 4.459e-03, eta: 8:01:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6708, loss_cls: 2.5233, loss: 2.5233 2020-07-04 03:08:44,758 - mmaction - INFO - Epoch [212][280/627] lr: 4.459e-03, eta: 8:01:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6438, loss_cls: 2.6455, loss: 2.6455 2020-07-04 03:09:02,466 - mmaction - INFO - Epoch [212][300/627] lr: 4.459e-03, eta: 8:00:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6646, loss_cls: 2.5599, loss: 2.5599 2020-07-04 03:09:20,173 - mmaction - INFO - Epoch [212][320/627] lr: 4.459e-03, eta: 8:00:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6333, loss_cls: 2.6166, loss: 2.6166 2020-07-04 03:09:37,904 - mmaction - INFO - Epoch [212][340/627] lr: 4.459e-03, eta: 8:00:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6708, loss_cls: 2.4507, loss: 2.4507 2020-07-04 03:09:55,625 - mmaction - INFO - Epoch [212][360/627] lr: 4.459e-03, eta: 7:59:47, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.4862, loss: 2.4862 2020-07-04 03:10:13,384 - mmaction - INFO - Epoch [212][380/627] lr: 4.459e-03, eta: 7:59:25, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6812, loss_cls: 2.3958, loss: 2.3958 2020-07-04 03:10:31,126 - mmaction - INFO - Epoch [212][400/627] lr: 4.459e-03, eta: 7:59:04, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6771, loss_cls: 2.5617, loss: 2.5617 2020-07-04 03:10:48,896 - mmaction - INFO - Epoch [212][420/627] lr: 4.459e-03, eta: 7:58:43, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6833, loss_cls: 2.5046, loss: 2.5046 2020-07-04 03:11:06,622 - mmaction - INFO - Epoch [212][440/627] lr: 4.459e-03, eta: 7:58:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6417, loss_cls: 2.6081, loss: 2.6081 2020-07-04 03:11:24,418 - mmaction - INFO - Epoch [212][460/627] lr: 4.459e-03, eta: 7:58:00, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6729, loss_cls: 2.4572, loss: 2.4572 2020-07-04 03:11:42,155 - mmaction - INFO - Epoch [212][480/627] lr: 4.459e-03, eta: 7:57:39, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6646, loss_cls: 2.5581, loss: 2.5581 2020-07-04 03:11:59,870 - mmaction - INFO - Epoch [212][500/627] lr: 4.459e-03, eta: 7:57:18, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6667, loss_cls: 2.3843, loss: 2.3843 2020-07-04 03:12:17,603 - mmaction - INFO - Epoch [212][520/627] lr: 4.459e-03, eta: 7:56:56, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6479, loss_cls: 2.5442, loss: 2.5442 2020-07-04 03:12:35,338 - mmaction - INFO - Epoch [212][540/627] lr: 4.459e-03, eta: 7:56:35, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6437, loss_cls: 2.5905, loss: 2.5905 2020-07-04 03:12:53,077 - mmaction - INFO - Epoch [212][560/627] lr: 4.459e-03, eta: 7:56:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6958, loss_cls: 2.4108, loss: 2.4108 2020-07-04 03:13:10,809 - mmaction - INFO - Epoch [212][580/627] lr: 4.459e-03, eta: 7:55:52, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6875, loss_cls: 2.4493, loss: 2.4493 2020-07-04 03:13:28,555 - mmaction - INFO - Epoch [212][600/627] lr: 4.459e-03, eta: 7:55:31, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6229, loss_cls: 2.6733, loss: 2.6733 2020-07-04 03:13:46,280 - mmaction - INFO - Epoch [212][620/627] lr: 4.459e-03, eta: 7:55:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6625, loss_cls: 2.4587, loss: 2.4587 2020-07-04 03:15:39,519 - mmaction - INFO - Epoch [213][20/627] lr: 4.268e-03, eta: 7:54:59, time: 5.298, data_time: 4.043, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6813, loss_cls: 2.4759, loss: 2.4759 2020-07-04 03:15:57,163 - mmaction - INFO - Epoch [213][40/627] lr: 4.268e-03, eta: 7:54:37, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6583, loss_cls: 2.5430, loss: 2.5430 2020-07-04 03:16:14,797 - mmaction - INFO - Epoch [213][60/627] lr: 4.268e-03, eta: 7:54:16, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6792, loss_cls: 2.4938, loss: 2.4938 2020-07-04 03:16:32,454 - mmaction - INFO - Epoch [213][80/627] lr: 4.268e-03, eta: 7:53:55, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6875, loss_cls: 2.5809, loss: 2.5809 2020-07-04 03:16:50,146 - mmaction - INFO - Epoch [213][100/627] lr: 4.268e-03, eta: 7:53:34, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6438, loss_cls: 2.5731, loss: 2.5731 2020-07-04 03:17:07,869 - mmaction - INFO - Epoch [213][120/627] lr: 4.268e-03, eta: 7:53:12, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6562, loss_cls: 2.5518, loss: 2.5518 2020-07-04 03:17:25,572 - mmaction - INFO - Epoch [213][140/627] lr: 4.268e-03, eta: 7:52:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6708, loss_cls: 2.4688, loss: 2.4688 2020-07-04 03:17:43,233 - mmaction - INFO - Epoch [213][160/627] lr: 4.268e-03, eta: 7:52:30, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7229, loss_cls: 2.3506, loss: 2.3506 2020-07-04 03:18:00,939 - mmaction - INFO - Epoch [213][180/627] lr: 4.268e-03, eta: 7:52:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6833, loss_cls: 2.4440, loss: 2.4440 2020-07-04 03:18:18,671 - mmaction - INFO - Epoch [213][200/627] lr: 4.268e-03, eta: 7:51:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6583, loss_cls: 2.4216, loss: 2.4216 2020-07-04 03:18:36,392 - mmaction - INFO - Epoch [213][220/627] lr: 4.268e-03, eta: 7:51:26, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6625, loss_cls: 2.5014, loss: 2.5014 2020-07-04 03:18:54,103 - mmaction - INFO - Epoch [213][240/627] lr: 4.268e-03, eta: 7:51:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6729, loss_cls: 2.4917, loss: 2.4917 2020-07-04 03:19:11,830 - mmaction - INFO - Epoch [213][260/627] lr: 4.268e-03, eta: 7:50:43, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6813, loss_cls: 2.4638, loss: 2.4638 2020-07-04 03:19:29,545 - mmaction - INFO - Epoch [213][280/627] lr: 4.268e-03, eta: 7:50:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.6030, loss: 2.6030 2020-07-04 03:19:47,272 - mmaction - INFO - Epoch [213][300/627] lr: 4.268e-03, eta: 7:50:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6500, loss_cls: 2.6423, loss: 2.6423 2020-07-04 03:20:05,397 - mmaction - INFO - Epoch [213][320/627] lr: 4.268e-03, eta: 7:49:39, time: 0.906, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6958, loss_cls: 2.4149, loss: 2.4149 2020-07-04 03:20:23,090 - mmaction - INFO - Epoch [213][340/627] lr: 4.268e-03, eta: 7:49:18, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6417, loss_cls: 2.5902, loss: 2.5902 2020-07-04 03:20:40,844 - mmaction - INFO - Epoch [213][360/627] lr: 4.268e-03, eta: 7:48:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6833, loss_cls: 2.2955, loss: 2.2955 2020-07-04 03:20:58,555 - mmaction - INFO - Epoch [213][380/627] lr: 4.268e-03, eta: 7:48:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6333, loss_cls: 2.7153, loss: 2.7153 2020-07-04 03:21:16,310 - mmaction - INFO - Epoch [213][400/627] lr: 4.268e-03, eta: 7:48:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6833, loss_cls: 2.4464, loss: 2.4464 2020-07-04 03:21:34,042 - mmaction - INFO - Epoch [213][420/627] lr: 4.268e-03, eta: 7:47:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6854, loss_cls: 2.4052, loss: 2.4052 2020-07-04 03:21:51,803 - mmaction - INFO - Epoch [213][440/627] lr: 4.268e-03, eta: 7:47:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6792, loss_cls: 2.4745, loss: 2.4745 2020-07-04 03:22:09,565 - mmaction - INFO - Epoch [213][460/627] lr: 4.268e-03, eta: 7:47:10, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.3995, loss: 2.3995 2020-07-04 03:22:27,294 - mmaction - INFO - Epoch [213][480/627] lr: 4.268e-03, eta: 7:46:49, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6625, loss_cls: 2.5358, loss: 2.5358 2020-07-04 03:22:45,018 - mmaction - INFO - Epoch [213][500/627] lr: 4.268e-03, eta: 7:46:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6583, loss_cls: 2.5639, loss: 2.5639 2020-07-04 03:23:02,802 - mmaction - INFO - Epoch [213][520/627] lr: 4.268e-03, eta: 7:46:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6583, loss_cls: 2.4939, loss: 2.4939 2020-07-04 03:23:20,570 - mmaction - INFO - Epoch [213][540/627] lr: 4.268e-03, eta: 7:45:45, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6708, loss_cls: 2.5591, loss: 2.5591 2020-07-04 03:23:38,305 - mmaction - INFO - Epoch [213][560/627] lr: 4.268e-03, eta: 7:45:24, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6667, loss_cls: 2.5536, loss: 2.5536 2020-07-04 03:23:56,034 - mmaction - INFO - Epoch [213][580/627] lr: 4.268e-03, eta: 7:45:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6542, loss_cls: 2.5778, loss: 2.5778 2020-07-04 03:24:13,764 - mmaction - INFO - Epoch [213][600/627] lr: 4.268e-03, eta: 7:44:41, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6583, loss_cls: 2.6748, loss: 2.6748 2020-07-04 03:24:31,510 - mmaction - INFO - Epoch [213][620/627] lr: 4.268e-03, eta: 7:44:20, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6542, loss_cls: 2.5032, loss: 2.5032 2020-07-04 03:26:34,499 - mmaction - INFO - Epoch [214][20/627] lr: 4.081e-03, eta: 7:44:11, time: 5.795, data_time: 4.041, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6583, loss_cls: 2.5684, loss: 2.5684 2020-07-04 03:26:52,122 - mmaction - INFO - Epoch [214][40/627] lr: 4.081e-03, eta: 7:43:49, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4562, top5_acc: 0.7042, loss_cls: 2.3805, loss: 2.3805 2020-07-04 03:27:09,892 - mmaction - INFO - Epoch [214][60/627] lr: 4.081e-03, eta: 7:43:28, time: 0.889, data_time: 0.010, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.5471, loss: 2.5471 2020-07-04 03:27:27,559 - mmaction - INFO - Epoch [214][80/627] lr: 4.081e-03, eta: 7:43:07, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6729, loss_cls: 2.4204, loss: 2.4204 2020-07-04 03:27:45,308 - mmaction - INFO - Epoch [214][100/627] lr: 4.081e-03, eta: 7:42:45, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6375, loss_cls: 2.6396, loss: 2.6396 2020-07-04 03:28:03,024 - mmaction - INFO - Epoch [214][120/627] lr: 4.081e-03, eta: 7:42:24, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6813, loss_cls: 2.3893, loss: 2.3893 2020-07-04 03:28:20,705 - mmaction - INFO - Epoch [214][140/627] lr: 4.081e-03, eta: 7:42:03, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6687, loss_cls: 2.5790, loss: 2.5790 2020-07-04 03:28:38,448 - mmaction - INFO - Epoch [214][160/627] lr: 4.081e-03, eta: 7:41:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6417, loss_cls: 2.6462, loss: 2.6462 2020-07-04 03:28:56,171 - mmaction - INFO - Epoch [214][180/627] lr: 4.081e-03, eta: 7:41:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6708, loss_cls: 2.5180, loss: 2.5180 2020-07-04 03:29:13,916 - mmaction - INFO - Epoch [214][200/627] lr: 4.081e-03, eta: 7:40:59, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6500, loss_cls: 2.5719, loss: 2.5719 2020-07-04 03:29:31,654 - mmaction - INFO - Epoch [214][220/627] lr: 4.081e-03, eta: 7:40:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6583, loss_cls: 2.5398, loss: 2.5398 2020-07-04 03:29:49,400 - mmaction - INFO - Epoch [214][240/627] lr: 4.081e-03, eta: 7:40:16, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6667, loss_cls: 2.4703, loss: 2.4703 2020-07-04 03:30:10,619 - mmaction - INFO - Epoch [214][260/627] lr: 4.081e-03, eta: 7:39:56, time: 1.057, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6604, loss_cls: 2.5161, loss: 2.5161 2020-07-04 03:30:28,339 - mmaction - INFO - Epoch [214][280/627] lr: 4.081e-03, eta: 7:39:35, time: 0.892, data_time: 0.006, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7063, loss_cls: 2.3967, loss: 2.3967 2020-07-04 03:30:46,064 - mmaction - INFO - Epoch [214][300/627] lr: 4.081e-03, eta: 7:39:13, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6604, loss_cls: 2.6077, loss: 2.6077 2020-07-04 03:31:03,908 - mmaction - INFO - Epoch [214][320/627] lr: 4.081e-03, eta: 7:38:52, time: 0.893, data_time: 0.011, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6812, loss_cls: 2.4495, loss: 2.4495 2020-07-04 03:31:21,663 - mmaction - INFO - Epoch [214][340/627] lr: 4.081e-03, eta: 7:38:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4352, loss: 2.4352 2020-07-04 03:31:39,370 - mmaction - INFO - Epoch [214][360/627] lr: 4.081e-03, eta: 7:38:09, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6833, loss_cls: 2.3814, loss: 2.3814 2020-07-04 03:31:57,091 - mmaction - INFO - Epoch [214][380/627] lr: 4.081e-03, eta: 7:37:48, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6667, loss_cls: 2.5808, loss: 2.5808 2020-07-04 03:32:14,829 - mmaction - INFO - Epoch [214][400/627] lr: 4.081e-03, eta: 7:37:27, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3334, loss: 2.3334 2020-07-04 03:32:32,570 - mmaction - INFO - Epoch [214][420/627] lr: 4.081e-03, eta: 7:37:06, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6708, loss_cls: 2.4593, loss: 2.4593 2020-07-04 03:32:50,345 - mmaction - INFO - Epoch [214][440/627] lr: 4.081e-03, eta: 7:36:44, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6771, loss_cls: 2.5200, loss: 2.5200 2020-07-04 03:33:08,050 - mmaction - INFO - Epoch [214][460/627] lr: 4.081e-03, eta: 7:36:23, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6979, loss_cls: 2.4140, loss: 2.4140 2020-07-04 03:33:25,874 - mmaction - INFO - Epoch [214][480/627] lr: 4.081e-03, eta: 7:36:02, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6562, loss_cls: 2.5503, loss: 2.5503 2020-07-04 03:33:43,569 - mmaction - INFO - Epoch [214][500/627] lr: 4.081e-03, eta: 7:35:41, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6667, loss_cls: 2.5319, loss: 2.5319 2020-07-04 03:34:01,278 - mmaction - INFO - Epoch [214][520/627] lr: 4.081e-03, eta: 7:35:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6583, loss_cls: 2.6125, loss: 2.6125 2020-07-04 03:34:19,037 - mmaction - INFO - Epoch [214][540/627] lr: 4.081e-03, eta: 7:34:58, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6708, loss_cls: 2.4823, loss: 2.4823 2020-07-04 03:34:36,822 - mmaction - INFO - Epoch [214][560/627] lr: 4.081e-03, eta: 7:34:37, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6333, loss_cls: 2.7171, loss: 2.7171 2020-07-04 03:34:54,570 - mmaction - INFO - Epoch [214][580/627] lr: 4.081e-03, eta: 7:34:16, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6542, loss_cls: 2.6220, loss: 2.6220 2020-07-04 03:35:12,368 - mmaction - INFO - Epoch [214][600/627] lr: 4.081e-03, eta: 7:33:54, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6375, loss_cls: 2.6548, loss: 2.6548 2020-07-04 03:35:30,138 - mmaction - INFO - Epoch [214][620/627] lr: 4.081e-03, eta: 7:33:33, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6375, loss_cls: 2.5281, loss: 2.5281 2020-07-04 03:37:32,936 - mmaction - INFO - Epoch [215][20/627] lr: 3.897e-03, eta: 7:33:23, time: 5.743, data_time: 4.065, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6875, loss_cls: 2.4884, loss: 2.4884 2020-07-04 03:37:50,524 - mmaction - INFO - Epoch [215][40/627] lr: 3.897e-03, eta: 7:33:02, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6688, loss_cls: 2.5179, loss: 2.5179 2020-07-04 03:38:08,159 - mmaction - INFO - Epoch [215][60/627] lr: 3.897e-03, eta: 7:32:40, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6750, loss_cls: 2.4499, loss: 2.4499 2020-07-04 03:38:25,805 - mmaction - INFO - Epoch [215][80/627] lr: 3.897e-03, eta: 7:32:19, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6813, loss_cls: 2.3776, loss: 2.3776 2020-07-04 03:38:43,485 - mmaction - INFO - Epoch [215][100/627] lr: 3.897e-03, eta: 7:31:58, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4187, top5_acc: 0.6438, loss_cls: 2.6672, loss: 2.6672 2020-07-04 03:39:01,204 - mmaction - INFO - Epoch [215][120/627] lr: 3.897e-03, eta: 7:31:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6833, loss_cls: 2.5311, loss: 2.5311 2020-07-04 03:39:18,906 - mmaction - INFO - Epoch [215][140/627] lr: 3.897e-03, eta: 7:31:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6750, loss_cls: 2.3676, loss: 2.3676 2020-07-04 03:39:36,589 - mmaction - INFO - Epoch [215][160/627] lr: 3.897e-03, eta: 7:30:54, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6833, loss_cls: 2.3771, loss: 2.3771 2020-07-04 03:39:54,312 - mmaction - INFO - Epoch [215][180/627] lr: 3.897e-03, eta: 7:30:33, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6375, loss_cls: 2.6130, loss: 2.6130 2020-07-04 03:40:12,025 - mmaction - INFO - Epoch [215][200/627] lr: 3.897e-03, eta: 7:30:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6396, loss_cls: 2.5510, loss: 2.5510 2020-07-04 03:40:29,771 - mmaction - INFO - Epoch [215][220/627] lr: 3.897e-03, eta: 7:29:50, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4521, loss: 2.4521 2020-07-04 03:40:47,491 - mmaction - INFO - Epoch [215][240/627] lr: 3.897e-03, eta: 7:29:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4687, top5_acc: 0.6729, loss_cls: 2.4851, loss: 2.4851 2020-07-04 03:41:05,210 - mmaction - INFO - Epoch [215][260/627] lr: 3.897e-03, eta: 7:29:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6562, loss_cls: 2.5506, loss: 2.5506 2020-07-04 03:41:22,970 - mmaction - INFO - Epoch [215][280/627] lr: 3.897e-03, eta: 7:28:46, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6687, loss_cls: 2.4889, loss: 2.4889 2020-07-04 03:41:40,692 - mmaction - INFO - Epoch [215][300/627] lr: 3.897e-03, eta: 7:28:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6313, loss_cls: 2.6684, loss: 2.6684 2020-07-04 03:41:58,456 - mmaction - INFO - Epoch [215][320/627] lr: 3.897e-03, eta: 7:28:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6625, loss_cls: 2.5919, loss: 2.5919 2020-07-04 03:42:16,196 - mmaction - INFO - Epoch [215][340/627] lr: 3.897e-03, eta: 7:27:42, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6646, loss_cls: 2.6121, loss: 2.6121 2020-07-04 03:42:34,003 - mmaction - INFO - Epoch [215][360/627] lr: 3.897e-03, eta: 7:27:21, time: 0.889, data_time: 0.006, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6917, loss_cls: 2.4774, loss: 2.4774 2020-07-04 03:42:51,736 - mmaction - INFO - Epoch [215][380/627] lr: 3.897e-03, eta: 7:27:00, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6729, loss_cls: 2.5961, loss: 2.5961 2020-07-04 03:43:09,470 - mmaction - INFO - Epoch [215][400/627] lr: 3.897e-03, eta: 7:26:39, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6937, loss_cls: 2.3946, loss: 2.3946 2020-07-04 03:43:27,212 - mmaction - INFO - Epoch [215][420/627] lr: 3.897e-03, eta: 7:26:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6896, loss_cls: 2.4970, loss: 2.4970 2020-07-04 03:43:45,005 - mmaction - INFO - Epoch [215][440/627] lr: 3.897e-03, eta: 7:25:56, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.7063, loss_cls: 2.4371, loss: 2.4371 2020-07-04 03:44:02,686 - mmaction - INFO - Epoch [215][460/627] lr: 3.897e-03, eta: 7:25:35, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6917, loss_cls: 2.3610, loss: 2.3610 2020-07-04 03:44:20,398 - mmaction - INFO - Epoch [215][480/627] lr: 3.897e-03, eta: 7:25:14, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6833, loss_cls: 2.4851, loss: 2.4851 2020-07-04 03:44:38,150 - mmaction - INFO - Epoch [215][500/627] lr: 3.897e-03, eta: 7:24:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6667, loss_cls: 2.5091, loss: 2.5091 2020-07-04 03:44:55,896 - mmaction - INFO - Epoch [215][520/627] lr: 3.897e-03, eta: 7:24:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6604, loss_cls: 2.6085, loss: 2.6085 2020-07-04 03:45:13,676 - mmaction - INFO - Epoch [215][540/627] lr: 3.897e-03, eta: 7:24:10, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6667, loss_cls: 2.5259, loss: 2.5259 2020-07-04 03:45:31,438 - mmaction - INFO - Epoch [215][560/627] lr: 3.897e-03, eta: 7:23:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6833, loss_cls: 2.4754, loss: 2.4754 2020-07-04 03:45:49,206 - mmaction - INFO - Epoch [215][580/627] lr: 3.897e-03, eta: 7:23:28, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7146, loss_cls: 2.2744, loss: 2.2744 2020-07-04 03:46:06,904 - mmaction - INFO - Epoch [215][600/627] lr: 3.897e-03, eta: 7:23:06, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6646, loss_cls: 2.6149, loss: 2.6149 2020-07-04 03:46:24,649 - mmaction - INFO - Epoch [215][620/627] lr: 3.897e-03, eta: 7:22:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6625, loss_cls: 2.5526, loss: 2.5526 2020-07-04 03:48:14,333 - mmaction - INFO - Epoch [216][20/627] lr: 3.718e-03, eta: 7:22:32, time: 5.132, data_time: 4.158, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6833, loss_cls: 2.4056, loss: 2.4056 2020-07-04 03:48:31,948 - mmaction - INFO - Epoch [216][40/627] lr: 3.718e-03, eta: 7:22:11, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6667, loss_cls: 2.4856, loss: 2.4856 2020-07-04 03:48:49,568 - mmaction - INFO - Epoch [216][60/627] lr: 3.718e-03, eta: 7:21:49, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6854, loss_cls: 2.4152, loss: 2.4152 2020-07-04 03:49:07,192 - mmaction - INFO - Epoch [216][80/627] lr: 3.718e-03, eta: 7:21:28, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.4223, loss: 2.4223 2020-07-04 03:49:24,883 - mmaction - INFO - Epoch [216][100/627] lr: 3.718e-03, eta: 7:21:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6729, loss_cls: 2.5054, loss: 2.5054 2020-07-04 03:49:42,584 - mmaction - INFO - Epoch [216][120/627] lr: 3.718e-03, eta: 7:20:46, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7208, loss_cls: 2.3599, loss: 2.3599 2020-07-04 03:50:00,318 - mmaction - INFO - Epoch [216][140/627] lr: 3.718e-03, eta: 7:20:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6667, loss_cls: 2.5649, loss: 2.5649 2020-07-04 03:50:18,439 - mmaction - INFO - Epoch [216][160/627] lr: 3.718e-03, eta: 7:20:03, time: 0.904, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6646, loss_cls: 2.5152, loss: 2.5152 2020-07-04 03:50:36,145 - mmaction - INFO - Epoch [216][180/627] lr: 3.718e-03, eta: 7:19:42, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6729, loss_cls: 2.4540, loss: 2.4540 2020-07-04 03:50:53,850 - mmaction - INFO - Epoch [216][200/627] lr: 3.718e-03, eta: 7:19:21, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6542, loss_cls: 2.5689, loss: 2.5689 2020-07-04 03:51:11,542 - mmaction - INFO - Epoch [216][220/627] lr: 3.718e-03, eta: 7:18:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3931, loss: 2.3931 2020-07-04 03:51:29,260 - mmaction - INFO - Epoch [216][240/627] lr: 3.718e-03, eta: 7:18:38, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6313, loss_cls: 2.6280, loss: 2.6280 2020-07-04 03:51:46,926 - mmaction - INFO - Epoch [216][260/627] lr: 3.718e-03, eta: 7:18:17, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6938, loss_cls: 2.3660, loss: 2.3660 2020-07-04 03:52:04,633 - mmaction - INFO - Epoch [216][280/627] lr: 3.718e-03, eta: 7:17:56, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6667, loss_cls: 2.4338, loss: 2.4338 2020-07-04 03:52:22,358 - mmaction - INFO - Epoch [216][300/627] lr: 3.718e-03, eta: 7:17:34, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6687, loss_cls: 2.5126, loss: 2.5126 2020-07-04 03:52:40,046 - mmaction - INFO - Epoch [216][320/627] lr: 3.718e-03, eta: 7:17:13, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6792, loss_cls: 2.4612, loss: 2.4612 2020-07-04 03:52:57,805 - mmaction - INFO - Epoch [216][340/627] lr: 3.718e-03, eta: 7:16:52, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6917, loss_cls: 2.4488, loss: 2.4488 2020-07-04 03:53:15,510 - mmaction - INFO - Epoch [216][360/627] lr: 3.718e-03, eta: 7:16:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6438, loss_cls: 2.5478, loss: 2.5478 2020-07-04 03:53:33,260 - mmaction - INFO - Epoch [216][380/627] lr: 3.718e-03, eta: 7:16:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6667, loss_cls: 2.6278, loss: 2.6278 2020-07-04 03:53:50,967 - mmaction - INFO - Epoch [216][400/627] lr: 3.718e-03, eta: 7:15:48, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6479, loss_cls: 2.6110, loss: 2.6110 2020-07-04 03:54:08,700 - mmaction - INFO - Epoch [216][420/627] lr: 3.718e-03, eta: 7:15:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6396, loss_cls: 2.6379, loss: 2.6379 2020-07-04 03:54:26,442 - mmaction - INFO - Epoch [216][440/627] lr: 3.718e-03, eta: 7:15:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7000, loss_cls: 2.2580, loss: 2.2580 2020-07-04 03:54:44,198 - mmaction - INFO - Epoch [216][460/627] lr: 3.718e-03, eta: 7:14:45, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6708, loss_cls: 2.4648, loss: 2.4648 2020-07-04 03:55:04,225 - mmaction - INFO - Epoch [216][480/627] lr: 3.718e-03, eta: 7:14:24, time: 1.000, data_time: 0.001, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6500, loss_cls: 2.5780, loss: 2.5780 2020-07-04 03:55:21,929 - mmaction - INFO - Epoch [216][500/627] lr: 3.718e-03, eta: 7:14:02, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6792, loss_cls: 2.4947, loss: 2.4947 2020-07-04 03:55:39,669 - mmaction - INFO - Epoch [216][520/627] lr: 3.718e-03, eta: 7:13:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6875, loss_cls: 2.4095, loss: 2.4095 2020-07-04 03:55:57,429 - mmaction - INFO - Epoch [216][540/627] lr: 3.718e-03, eta: 7:13:20, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6458, loss_cls: 2.5966, loss: 2.5966 2020-07-04 03:56:15,201 - mmaction - INFO - Epoch [216][560/627] lr: 3.718e-03, eta: 7:12:59, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6688, loss_cls: 2.5376, loss: 2.5376 2020-07-04 03:56:32,937 - mmaction - INFO - Epoch [216][580/627] lr: 3.718e-03, eta: 7:12:38, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.5546, loss: 2.5546 2020-07-04 03:56:50,641 - mmaction - INFO - Epoch [216][600/627] lr: 3.718e-03, eta: 7:12:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6625, loss_cls: 2.5470, loss: 2.5470 2020-07-04 03:57:08,362 - mmaction - INFO - Epoch [216][620/627] lr: 3.718e-03, eta: 7:11:55, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6750, loss_cls: 2.4546, loss: 2.4546 2020-07-04 03:57:15,308 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-07-04 03:59:12,342 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-04 03:59:13,270 - mmaction - INFO - top1_acc 0.4844 top5_acc 0.7237 2020-07-04 03:59:13,270 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-04 03:59:13,343 - mmaction - INFO - mean_acc 0.4843 2020-07-04 03:59:13,353 - mmaction - INFO - Epoch [216][627/627] lr: 3.718e-03, top1_acc: 0.4844, top5_acc: 0.7237, mean_class_accuracy: 0.4843 2020-07-04 04:01:21,786 - mmaction - INFO - Epoch [217][20/627] lr: 3.542e-03, eta: 7:11:47, time: 6.418, data_time: 5.478, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6542, loss_cls: 2.5707, loss: 2.5707 2020-07-04 04:01:39,421 - mmaction - INFO - Epoch [217][40/627] lr: 3.542e-03, eta: 7:11:25, time: 0.885, data_time: 0.006, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6438, loss_cls: 2.5676, loss: 2.5676 2020-07-04 04:01:57,072 - mmaction - INFO - Epoch [217][60/627] lr: 3.542e-03, eta: 7:11:04, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6625, loss_cls: 2.5177, loss: 2.5177 2020-07-04 04:02:14,740 - mmaction - INFO - Epoch [217][80/627] lr: 3.542e-03, eta: 7:10:43, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7000, loss_cls: 2.3908, loss: 2.3908 2020-07-04 04:02:32,440 - mmaction - INFO - Epoch [217][100/627] lr: 3.542e-03, eta: 7:10:22, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6146, loss_cls: 2.6042, loss: 2.6042 2020-07-04 04:02:50,158 - mmaction - INFO - Epoch [217][120/627] lr: 3.542e-03, eta: 7:10:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6750, loss_cls: 2.4759, loss: 2.4759 2020-07-04 04:03:07,912 - mmaction - INFO - Epoch [217][140/627] lr: 3.542e-03, eta: 7:09:39, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6958, loss_cls: 2.3817, loss: 2.3817 2020-07-04 04:03:25,645 - mmaction - INFO - Epoch [217][160/627] lr: 3.542e-03, eta: 7:09:18, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.5125, top5_acc: 0.7021, loss_cls: 2.2508, loss: 2.2508 2020-07-04 04:03:43,412 - mmaction - INFO - Epoch [217][180/627] lr: 3.542e-03, eta: 7:08:57, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6437, loss_cls: 2.6056, loss: 2.6056 2020-07-04 04:04:01,118 - mmaction - INFO - Epoch [217][200/627] lr: 3.542e-03, eta: 7:08:35, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6958, loss_cls: 2.5731, loss: 2.5731 2020-07-04 04:04:18,844 - mmaction - INFO - Epoch [217][220/627] lr: 3.542e-03, eta: 7:08:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6771, loss_cls: 2.5236, loss: 2.5236 2020-07-04 04:04:36,536 - mmaction - INFO - Epoch [217][240/627] lr: 3.542e-03, eta: 7:07:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4312, top5_acc: 0.7000, loss_cls: 2.4326, loss: 2.4326 2020-07-04 04:04:54,266 - mmaction - INFO - Epoch [217][260/627] lr: 3.542e-03, eta: 7:07:32, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7021, loss_cls: 2.2574, loss: 2.2574 2020-07-04 04:05:11,993 - mmaction - INFO - Epoch [217][280/627] lr: 3.542e-03, eta: 7:07:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6667, loss_cls: 2.5188, loss: 2.5188 2020-07-04 04:05:29,760 - mmaction - INFO - Epoch [217][300/627] lr: 3.542e-03, eta: 7:06:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6896, loss_cls: 2.4374, loss: 2.4374 2020-07-04 04:05:47,478 - mmaction - INFO - Epoch [217][320/627] lr: 3.542e-03, eta: 7:06:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6563, loss_cls: 2.5967, loss: 2.5967 2020-07-04 04:06:05,219 - mmaction - INFO - Epoch [217][340/627] lr: 3.542e-03, eta: 7:06:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6708, loss_cls: 2.4710, loss: 2.4710 2020-07-04 04:06:22,932 - mmaction - INFO - Epoch [217][360/627] lr: 3.542e-03, eta: 7:05:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6875, loss_cls: 2.3596, loss: 2.3596 2020-07-04 04:06:40,686 - mmaction - INFO - Epoch [217][380/627] lr: 3.542e-03, eta: 7:05:24, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6875, loss_cls: 2.5051, loss: 2.5051 2020-07-04 04:06:58,337 - mmaction - INFO - Epoch [217][400/627] lr: 3.542e-03, eta: 7:05:03, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6208, loss_cls: 2.7237, loss: 2.7237 2020-07-04 04:07:16,076 - mmaction - INFO - Epoch [217][420/627] lr: 3.542e-03, eta: 7:04:42, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7042, loss_cls: 2.3559, loss: 2.3559 2020-07-04 04:07:33,907 - mmaction - INFO - Epoch [217][440/627] lr: 3.542e-03, eta: 7:04:21, time: 0.893, data_time: 0.011, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6417, loss_cls: 2.5871, loss: 2.5871 2020-07-04 04:07:51,639 - mmaction - INFO - Epoch [217][460/627] lr: 3.542e-03, eta: 7:03:59, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6750, loss_cls: 2.4891, loss: 2.4891 2020-07-04 04:08:09,397 - mmaction - INFO - Epoch [217][480/627] lr: 3.542e-03, eta: 7:03:38, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6396, loss_cls: 2.6596, loss: 2.6596 2020-07-04 04:08:27,135 - mmaction - INFO - Epoch [217][500/627] lr: 3.542e-03, eta: 7:03:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6688, loss_cls: 2.5213, loss: 2.5213 2020-07-04 04:08:44,815 - mmaction - INFO - Epoch [217][520/627] lr: 3.542e-03, eta: 7:02:56, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.3875, top5_acc: 0.6396, loss_cls: 2.6273, loss: 2.6273 2020-07-04 04:09:02,541 - mmaction - INFO - Epoch [217][540/627] lr: 3.542e-03, eta: 7:02:35, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6833, loss_cls: 2.5335, loss: 2.5335 2020-07-04 04:09:20,346 - mmaction - INFO - Epoch [217][560/627] lr: 3.542e-03, eta: 7:02:13, time: 0.891, data_time: 0.009, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6438, loss_cls: 2.5694, loss: 2.5694 2020-07-04 04:09:38,062 - mmaction - INFO - Epoch [217][580/627] lr: 3.542e-03, eta: 7:01:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6396, loss_cls: 2.5887, loss: 2.5887 2020-07-04 04:09:55,789 - mmaction - INFO - Epoch [217][600/627] lr: 3.542e-03, eta: 7:01:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6833, loss_cls: 2.4393, loss: 2.4393 2020-07-04 04:10:13,512 - mmaction - INFO - Epoch [217][620/627] lr: 3.542e-03, eta: 7:01:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6625, loss_cls: 2.5934, loss: 2.5934 2020-07-04 04:12:01,204 - mmaction - INFO - Epoch [218][20/627] lr: 3.371e-03, eta: 7:00:55, time: 4.988, data_time: 4.075, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6729, loss_cls: 2.5479, loss: 2.5479 2020-07-04 04:12:18,862 - mmaction - INFO - Epoch [218][40/627] lr: 3.371e-03, eta: 7:00:34, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6792, loss_cls: 2.4820, loss: 2.4820 2020-07-04 04:12:36,728 - mmaction - INFO - Epoch [218][60/627] lr: 3.371e-03, eta: 7:00:13, time: 0.893, data_time: 0.007, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6562, loss_cls: 2.5481, loss: 2.5481 2020-07-04 04:12:54,416 - mmaction - INFO - Epoch [218][80/627] lr: 3.371e-03, eta: 6:59:52, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6479, loss_cls: 2.4665, loss: 2.4665 2020-07-04 04:13:12,121 - mmaction - INFO - Epoch [218][100/627] lr: 3.371e-03, eta: 6:59:30, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6854, loss_cls: 2.4351, loss: 2.4351 2020-07-04 04:13:29,907 - mmaction - INFO - Epoch [218][120/627] lr: 3.371e-03, eta: 6:59:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6813, loss_cls: 2.5259, loss: 2.5259 2020-07-04 04:13:47,676 - mmaction - INFO - Epoch [218][140/627] lr: 3.371e-03, eta: 6:58:48, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6875, loss_cls: 2.4075, loss: 2.4075 2020-07-04 04:14:05,382 - mmaction - INFO - Epoch [218][160/627] lr: 3.371e-03, eta: 6:58:27, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6854, loss_cls: 2.4827, loss: 2.4827 2020-07-04 04:14:23,109 - mmaction - INFO - Epoch [218][180/627] lr: 3.371e-03, eta: 6:58:06, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6875, loss_cls: 2.5232, loss: 2.5232 2020-07-04 04:14:40,844 - mmaction - INFO - Epoch [218][200/627] lr: 3.371e-03, eta: 6:57:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6833, loss_cls: 2.4508, loss: 2.4508 2020-07-04 04:14:58,536 - mmaction - INFO - Epoch [218][220/627] lr: 3.371e-03, eta: 6:57:23, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6646, loss_cls: 2.5152, loss: 2.5152 2020-07-04 04:15:16,301 - mmaction - INFO - Epoch [218][240/627] lr: 3.371e-03, eta: 6:57:02, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6667, loss_cls: 2.5273, loss: 2.5273 2020-07-04 04:15:34,084 - mmaction - INFO - Epoch [218][260/627] lr: 3.371e-03, eta: 6:56:41, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6896, loss_cls: 2.4892, loss: 2.4892 2020-07-04 04:15:51,793 - mmaction - INFO - Epoch [218][280/627] lr: 3.371e-03, eta: 6:56:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6625, loss_cls: 2.4803, loss: 2.4803 2020-07-04 04:16:09,493 - mmaction - INFO - Epoch [218][300/627] lr: 3.371e-03, eta: 6:55:58, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6979, loss_cls: 2.4035, loss: 2.4035 2020-07-04 04:16:27,250 - mmaction - INFO - Epoch [218][320/627] lr: 3.371e-03, eta: 6:55:37, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7146, loss_cls: 2.2467, loss: 2.2467 2020-07-04 04:16:44,952 - mmaction - INFO - Epoch [218][340/627] lr: 3.371e-03, eta: 6:55:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6729, loss_cls: 2.4917, loss: 2.4917 2020-07-04 04:17:02,712 - mmaction - INFO - Epoch [218][360/627] lr: 3.371e-03, eta: 6:54:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6708, loss_cls: 2.4709, loss: 2.4709 2020-07-04 04:17:20,457 - mmaction - INFO - Epoch [218][380/627] lr: 3.371e-03, eta: 6:54:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6583, loss_cls: 2.4685, loss: 2.4685 2020-07-04 04:17:38,242 - mmaction - INFO - Epoch [218][400/627] lr: 3.371e-03, eta: 6:54:12, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6563, loss_cls: 2.6823, loss: 2.6823 2020-07-04 04:17:56,341 - mmaction - INFO - Epoch [218][420/627] lr: 3.371e-03, eta: 6:53:51, time: 0.906, data_time: 0.022, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6792, loss_cls: 2.4122, loss: 2.4122 2020-07-04 04:18:14,082 - mmaction - INFO - Epoch [218][440/627] lr: 3.371e-03, eta: 6:53:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6833, loss_cls: 2.4802, loss: 2.4802 2020-07-04 04:18:31,843 - mmaction - INFO - Epoch [218][460/627] lr: 3.371e-03, eta: 6:53:09, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6792, loss_cls: 2.4281, loss: 2.4281 2020-07-04 04:18:49,558 - mmaction - INFO - Epoch [218][480/627] lr: 3.371e-03, eta: 6:52:48, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.6979, loss_cls: 2.3317, loss: 2.3317 2020-07-04 04:19:07,318 - mmaction - INFO - Epoch [218][500/627] lr: 3.371e-03, eta: 6:52:26, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6562, loss_cls: 2.5894, loss: 2.5894 2020-07-04 04:19:25,051 - mmaction - INFO - Epoch [218][520/627] lr: 3.371e-03, eta: 6:52:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6688, loss_cls: 2.3962, loss: 2.3962 2020-07-04 04:19:42,832 - mmaction - INFO - Epoch [218][540/627] lr: 3.371e-03, eta: 6:51:44, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6604, loss_cls: 2.4968, loss: 2.4968 2020-07-04 04:20:00,479 - mmaction - INFO - Epoch [218][560/627] lr: 3.371e-03, eta: 6:51:23, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6979, loss_cls: 2.4673, loss: 2.4673 2020-07-04 04:20:18,234 - mmaction - INFO - Epoch [218][580/627] lr: 3.371e-03, eta: 6:51:02, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6479, loss_cls: 2.6099, loss: 2.6099 2020-07-04 04:20:35,980 - mmaction - INFO - Epoch [218][600/627] lr: 3.371e-03, eta: 6:50:40, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6750, loss_cls: 2.5336, loss: 2.5336 2020-07-04 04:20:53,683 - mmaction - INFO - Epoch [218][620/627] lr: 3.371e-03, eta: 6:50:19, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6521, loss_cls: 2.4942, loss: 2.4942 2020-07-04 04:22:41,240 - mmaction - INFO - Epoch [219][20/627] lr: 3.203e-03, eta: 6:50:04, time: 5.026, data_time: 4.121, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6542, loss_cls: 2.5105, loss: 2.5105 2020-07-04 04:22:58,898 - mmaction - INFO - Epoch [219][40/627] lr: 3.203e-03, eta: 6:49:43, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6688, loss_cls: 2.5455, loss: 2.5455 2020-07-04 04:23:16,563 - mmaction - INFO - Epoch [219][60/627] lr: 3.203e-03, eta: 6:49:22, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6354, loss_cls: 2.6628, loss: 2.6628 2020-07-04 04:23:34,167 - mmaction - INFO - Epoch [219][80/627] lr: 3.203e-03, eta: 6:49:01, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.3917, top5_acc: 0.6250, loss_cls: 2.7495, loss: 2.7495 2020-07-04 04:23:51,892 - mmaction - INFO - Epoch [219][100/627] lr: 3.203e-03, eta: 6:48:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6521, loss_cls: 2.5280, loss: 2.5280 2020-07-04 04:24:09,567 - mmaction - INFO - Epoch [219][120/627] lr: 3.203e-03, eta: 6:48:18, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6750, loss_cls: 2.4839, loss: 2.4839 2020-07-04 04:24:27,274 - mmaction - INFO - Epoch [219][140/627] lr: 3.203e-03, eta: 6:47:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7063, loss_cls: 2.4174, loss: 2.4174 2020-07-04 04:24:44,992 - mmaction - INFO - Epoch [219][160/627] lr: 3.203e-03, eta: 6:47:36, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6833, loss_cls: 2.4618, loss: 2.4618 2020-07-04 04:25:03,223 - mmaction - INFO - Epoch [219][180/627] lr: 3.203e-03, eta: 6:47:15, time: 0.911, data_time: 0.003, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6687, loss_cls: 2.4632, loss: 2.4632 2020-07-04 04:25:20,872 - mmaction - INFO - Epoch [219][200/627] lr: 3.203e-03, eta: 6:46:54, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4687, top5_acc: 0.6792, loss_cls: 2.4546, loss: 2.4546 2020-07-04 04:25:38,584 - mmaction - INFO - Epoch [219][220/627] lr: 3.203e-03, eta: 6:46:32, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6833, loss_cls: 2.5009, loss: 2.5009 2020-07-04 04:25:56,259 - mmaction - INFO - Epoch [219][240/627] lr: 3.203e-03, eta: 6:46:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6437, loss_cls: 2.6203, loss: 2.6203 2020-07-04 04:26:14,032 - mmaction - INFO - Epoch [219][260/627] lr: 3.203e-03, eta: 6:45:50, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5125, top5_acc: 0.6958, loss_cls: 2.2670, loss: 2.2670 2020-07-04 04:26:31,728 - mmaction - INFO - Epoch [219][280/627] lr: 3.203e-03, eta: 6:45:29, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6875, loss_cls: 2.4421, loss: 2.4421 2020-07-04 04:26:49,469 - mmaction - INFO - Epoch [219][300/627] lr: 3.203e-03, eta: 6:45:08, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6583, loss_cls: 2.6066, loss: 2.6066 2020-07-04 04:27:07,179 - mmaction - INFO - Epoch [219][320/627] lr: 3.203e-03, eta: 6:44:46, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6500, loss_cls: 2.5551, loss: 2.5551 2020-07-04 04:27:24,884 - mmaction - INFO - Epoch [219][340/627] lr: 3.203e-03, eta: 6:44:25, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6917, loss_cls: 2.4603, loss: 2.4603 2020-07-04 04:27:42,632 - mmaction - INFO - Epoch [219][360/627] lr: 3.203e-03, eta: 6:44:04, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6813, loss_cls: 2.4839, loss: 2.4839 2020-07-04 04:28:00,359 - mmaction - INFO - Epoch [219][380/627] lr: 3.203e-03, eta: 6:43:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6521, loss_cls: 2.5498, loss: 2.5498 2020-07-04 04:28:18,077 - mmaction - INFO - Epoch [219][400/627] lr: 3.203e-03, eta: 6:43:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.3869, loss: 2.3869 2020-07-04 04:28:35,791 - mmaction - INFO - Epoch [219][420/627] lr: 3.203e-03, eta: 6:43:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6229, loss_cls: 2.7337, loss: 2.7337 2020-07-04 04:28:53,512 - mmaction - INFO - Epoch [219][440/627] lr: 3.203e-03, eta: 6:42:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6792, loss_cls: 2.4638, loss: 2.4638 2020-07-04 04:29:11,546 - mmaction - INFO - Epoch [219][460/627] lr: 3.203e-03, eta: 6:42:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6979, loss_cls: 2.4020, loss: 2.4020 2020-07-04 04:29:30,406 - mmaction - INFO - Epoch [219][480/627] lr: 3.203e-03, eta: 6:41:57, time: 0.959, data_time: 0.075, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6813, loss_cls: 2.5010, loss: 2.5010 2020-07-04 04:29:48,105 - mmaction - INFO - Epoch [219][500/627] lr: 3.203e-03, eta: 6:41:36, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7104, loss_cls: 2.3347, loss: 2.3347 2020-07-04 04:30:05,881 - mmaction - INFO - Epoch [219][520/627] lr: 3.203e-03, eta: 6:41:15, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6812, loss_cls: 2.4239, loss: 2.4239 2020-07-04 04:30:23,562 - mmaction - INFO - Epoch [219][540/627] lr: 3.203e-03, eta: 6:40:54, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6312, loss_cls: 2.7145, loss: 2.7145 2020-07-04 04:30:41,270 - mmaction - INFO - Epoch [219][560/627] lr: 3.203e-03, eta: 6:40:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6812, loss_cls: 2.5094, loss: 2.5094 2020-07-04 04:30:59,008 - mmaction - INFO - Epoch [219][580/627] lr: 3.203e-03, eta: 6:40:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6750, loss_cls: 2.4651, loss: 2.4651 2020-07-04 04:31:16,785 - mmaction - INFO - Epoch [219][600/627] lr: 3.203e-03, eta: 6:39:50, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6854, loss_cls: 2.3832, loss: 2.3832 2020-07-04 04:31:34,557 - mmaction - INFO - Epoch [219][620/627] lr: 3.203e-03, eta: 6:39:29, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6583, loss_cls: 2.5497, loss: 2.5497 2020-07-04 04:33:38,552 - mmaction - INFO - Epoch [220][20/627] lr: 3.040e-03, eta: 6:39:16, time: 5.764, data_time: 4.857, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6542, loss_cls: 2.5124, loss: 2.5124 2020-07-04 04:33:56,130 - mmaction - INFO - Epoch [220][40/627] lr: 3.040e-03, eta: 6:38:55, time: 0.879, data_time: 0.001, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6625, loss_cls: 2.6251, loss: 2.6251 2020-07-04 04:34:13,794 - mmaction - INFO - Epoch [220][60/627] lr: 3.040e-03, eta: 6:38:34, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6833, loss_cls: 2.4110, loss: 2.4110 2020-07-04 04:34:31,451 - mmaction - INFO - Epoch [220][80/627] lr: 3.040e-03, eta: 6:38:13, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6833, loss_cls: 2.4022, loss: 2.4022 2020-07-04 04:34:49,097 - mmaction - INFO - Epoch [220][100/627] lr: 3.040e-03, eta: 6:37:52, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6646, loss_cls: 2.5882, loss: 2.5882 2020-07-04 04:35:09,332 - mmaction - INFO - Epoch [220][120/627] lr: 3.040e-03, eta: 6:37:31, time: 1.009, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6938, loss_cls: 2.5266, loss: 2.5266 2020-07-04 04:35:27,011 - mmaction - INFO - Epoch [220][140/627] lr: 3.040e-03, eta: 6:37:10, time: 0.888, data_time: 0.004, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6771, loss_cls: 2.4201, loss: 2.4201 2020-07-04 04:35:44,689 - mmaction - INFO - Epoch [220][160/627] lr: 3.040e-03, eta: 6:36:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7062, loss_cls: 2.3935, loss: 2.3935 2020-07-04 04:36:02,396 - mmaction - INFO - Epoch [220][180/627] lr: 3.040e-03, eta: 6:36:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6750, loss_cls: 2.4527, loss: 2.4527 2020-07-04 04:36:20,108 - mmaction - INFO - Epoch [220][200/627] lr: 3.040e-03, eta: 6:36:06, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6896, loss_cls: 2.3645, loss: 2.3645 2020-07-04 04:36:37,821 - mmaction - INFO - Epoch [220][220/627] lr: 3.040e-03, eta: 6:35:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6937, loss_cls: 2.3053, loss: 2.3053 2020-07-04 04:36:55,562 - mmaction - INFO - Epoch [220][240/627] lr: 3.040e-03, eta: 6:35:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6708, loss_cls: 2.4494, loss: 2.4494 2020-07-04 04:37:13,291 - mmaction - INFO - Epoch [220][260/627] lr: 3.040e-03, eta: 6:35:03, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6687, loss_cls: 2.5759, loss: 2.5759 2020-07-04 04:37:31,006 - mmaction - INFO - Epoch [220][280/627] lr: 3.040e-03, eta: 6:34:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.4701, loss: 2.4701 2020-07-04 04:37:50,569 - mmaction - INFO - Epoch [220][300/627] lr: 3.040e-03, eta: 6:34:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.5202, loss: 2.5202 2020-07-04 04:38:10,660 - mmaction - INFO - Epoch [220][320/627] lr: 3.040e-03, eta: 6:34:00, time: 1.094, data_time: 0.093, memory: 8451, top1_acc: 0.5000, top5_acc: 0.6854, loss_cls: 2.2915, loss: 2.2915 2020-07-04 04:38:28,395 - mmaction - INFO - Epoch [220][340/627] lr: 3.040e-03, eta: 6:33:39, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6583, loss_cls: 2.5309, loss: 2.5309 2020-07-04 04:38:46,170 - mmaction - INFO - Epoch [220][360/627] lr: 3.040e-03, eta: 6:33:17, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6875, loss_cls: 2.4945, loss: 2.4945 2020-07-04 04:39:03,969 - mmaction - INFO - Epoch [220][380/627] lr: 3.040e-03, eta: 6:32:56, time: 0.890, data_time: 0.010, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6813, loss_cls: 2.4690, loss: 2.4690 2020-07-04 04:39:21,694 - mmaction - INFO - Epoch [220][400/627] lr: 3.040e-03, eta: 6:32:35, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6729, loss_cls: 2.4330, loss: 2.4330 2020-07-04 04:39:39,457 - mmaction - INFO - Epoch [220][420/627] lr: 3.040e-03, eta: 6:32:14, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6500, loss_cls: 2.5240, loss: 2.5240 2020-07-04 04:39:57,146 - mmaction - INFO - Epoch [220][440/627] lr: 3.040e-03, eta: 6:31:53, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6979, loss_cls: 2.3010, loss: 2.3010 2020-07-04 04:40:15,240 - mmaction - INFO - Epoch [220][460/627] lr: 3.040e-03, eta: 6:31:32, time: 0.905, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6542, loss_cls: 2.5529, loss: 2.5529 2020-07-04 04:40:32,983 - mmaction - INFO - Epoch [220][480/627] lr: 3.040e-03, eta: 6:31:11, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6958, loss_cls: 2.3765, loss: 2.3765 2020-07-04 04:40:50,690 - mmaction - INFO - Epoch [220][500/627] lr: 3.040e-03, eta: 6:30:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6937, loss_cls: 2.4511, loss: 2.4511 2020-07-04 04:41:08,388 - mmaction - INFO - Epoch [220][520/627] lr: 3.040e-03, eta: 6:30:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6938, loss_cls: 2.3947, loss: 2.3947 2020-07-04 04:41:26,090 - mmaction - INFO - Epoch [220][540/627] lr: 3.040e-03, eta: 6:30:07, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6625, loss_cls: 2.5288, loss: 2.5288 2020-07-04 04:41:43,834 - mmaction - INFO - Epoch [220][560/627] lr: 3.040e-03, eta: 6:29:46, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.6896, loss_cls: 2.2643, loss: 2.2643 2020-07-04 04:42:01,575 - mmaction - INFO - Epoch [220][580/627] lr: 3.040e-03, eta: 6:29:25, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7125, loss_cls: 2.2623, loss: 2.2623 2020-07-04 04:42:19,249 - mmaction - INFO - Epoch [220][600/627] lr: 3.040e-03, eta: 6:29:04, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7062, loss_cls: 2.3425, loss: 2.3425 2020-07-04 04:42:36,915 - mmaction - INFO - Epoch [220][620/627] lr: 3.040e-03, eta: 6:28:42, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4042, top5_acc: 0.6396, loss_cls: 2.6940, loss: 2.6940 2020-07-04 04:44:56,118 - mmaction - INFO - Epoch [221][20/627] lr: 2.880e-03, eta: 6:28:32, time: 6.560, data_time: 5.622, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6792, loss_cls: 2.4545, loss: 2.4545 2020-07-04 04:45:14,064 - mmaction - INFO - Epoch [221][40/627] lr: 2.880e-03, eta: 6:28:11, time: 0.899, data_time: 0.004, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6583, loss_cls: 2.4588, loss: 2.4588 2020-07-04 04:45:31,753 - mmaction - INFO - Epoch [221][60/627] lr: 2.880e-03, eta: 6:27:50, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6625, loss_cls: 2.5312, loss: 2.5312 2020-07-04 04:45:49,439 - mmaction - INFO - Epoch [221][80/627] lr: 2.880e-03, eta: 6:27:29, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6729, loss_cls: 2.4294, loss: 2.4294 2020-07-04 04:46:07,133 - mmaction - INFO - Epoch [221][100/627] lr: 2.880e-03, eta: 6:27:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6917, loss_cls: 2.4489, loss: 2.4489 2020-07-04 04:46:24,785 - mmaction - INFO - Epoch [221][120/627] lr: 2.880e-03, eta: 6:26:46, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7167, loss_cls: 2.2509, loss: 2.2509 2020-07-04 04:46:42,413 - mmaction - INFO - Epoch [221][140/627] lr: 2.880e-03, eta: 6:26:25, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6687, loss_cls: 2.5253, loss: 2.5253 2020-07-04 04:47:01,031 - mmaction - INFO - Epoch [221][160/627] lr: 2.880e-03, eta: 6:26:04, time: 0.931, data_time: 0.003, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.3781, loss: 2.3781 2020-07-04 04:47:18,745 - mmaction - INFO - Epoch [221][180/627] lr: 2.880e-03, eta: 6:25:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6729, loss_cls: 2.4412, loss: 2.4412 2020-07-04 04:47:36,476 - mmaction - INFO - Epoch [221][200/627] lr: 2.880e-03, eta: 6:25:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6875, loss_cls: 2.4146, loss: 2.4146 2020-07-04 04:47:54,274 - mmaction - INFO - Epoch [221][220/627] lr: 2.880e-03, eta: 6:25:01, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7125, loss_cls: 2.3792, loss: 2.3792 2020-07-04 04:48:11,968 - mmaction - INFO - Epoch [221][240/627] lr: 2.880e-03, eta: 6:24:39, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6417, loss_cls: 2.5161, loss: 2.5161 2020-07-04 04:48:31,312 - mmaction - INFO - Epoch [221][260/627] lr: 2.880e-03, eta: 6:24:18, time: 0.967, data_time: 0.063, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7000, loss_cls: 2.3964, loss: 2.3964 2020-07-04 04:48:49,041 - mmaction - INFO - Epoch [221][280/627] lr: 2.880e-03, eta: 6:23:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6521, loss_cls: 2.4998, loss: 2.4998 2020-07-04 04:49:06,783 - mmaction - INFO - Epoch [221][300/627] lr: 2.880e-03, eta: 6:23:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6292, loss_cls: 2.5911, loss: 2.5911 2020-07-04 04:49:24,478 - mmaction - INFO - Epoch [221][320/627] lr: 2.880e-03, eta: 6:23:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6563, loss_cls: 2.4495, loss: 2.4495 2020-07-04 04:49:42,228 - mmaction - INFO - Epoch [221][340/627] lr: 2.880e-03, eta: 6:22:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6500, loss_cls: 2.4476, loss: 2.4476 2020-07-04 04:49:59,955 - mmaction - INFO - Epoch [221][360/627] lr: 2.880e-03, eta: 6:22:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6542, loss_cls: 2.4766, loss: 2.4766 2020-07-04 04:50:17,689 - mmaction - INFO - Epoch [221][380/627] lr: 2.880e-03, eta: 6:22:11, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6833, loss_cls: 2.4540, loss: 2.4540 2020-07-04 04:50:35,406 - mmaction - INFO - Epoch [221][400/627] lr: 2.880e-03, eta: 6:21:50, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6604, loss_cls: 2.6002, loss: 2.6002 2020-07-04 04:50:53,093 - mmaction - INFO - Epoch [221][420/627] lr: 2.880e-03, eta: 6:21:29, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6896, loss_cls: 2.3653, loss: 2.3653 2020-07-04 04:51:10,848 - mmaction - INFO - Epoch [221][440/627] lr: 2.880e-03, eta: 6:21:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6937, loss_cls: 2.3771, loss: 2.3771 2020-07-04 04:51:28,578 - mmaction - INFO - Epoch [221][460/627] lr: 2.880e-03, eta: 6:20:47, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6521, loss_cls: 2.5761, loss: 2.5761 2020-07-04 04:51:46,306 - mmaction - INFO - Epoch [221][480/627] lr: 2.880e-03, eta: 6:20:26, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6750, loss_cls: 2.4676, loss: 2.4676 2020-07-04 04:52:03,965 - mmaction - INFO - Epoch [221][500/627] lr: 2.880e-03, eta: 6:20:05, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6771, loss_cls: 2.4292, loss: 2.4292 2020-07-04 04:52:21,640 - mmaction - INFO - Epoch [221][520/627] lr: 2.880e-03, eta: 6:19:43, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6854, loss_cls: 2.4855, loss: 2.4855 2020-07-04 04:52:39,365 - mmaction - INFO - Epoch [221][540/627] lr: 2.880e-03, eta: 6:19:22, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6208, loss_cls: 2.7032, loss: 2.7032 2020-07-04 04:52:57,104 - mmaction - INFO - Epoch [221][560/627] lr: 2.880e-03, eta: 6:19:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6771, loss_cls: 2.4967, loss: 2.4967 2020-07-04 04:53:14,770 - mmaction - INFO - Epoch [221][580/627] lr: 2.880e-03, eta: 6:18:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7000, loss_cls: 2.3499, loss: 2.3499 2020-07-04 04:53:32,501 - mmaction - INFO - Epoch [221][600/627] lr: 2.880e-03, eta: 6:18:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6667, loss_cls: 2.4402, loss: 2.4402 2020-07-04 04:53:50,227 - mmaction - INFO - Epoch [221][620/627] lr: 2.880e-03, eta: 6:17:58, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6833, loss_cls: 2.4346, loss: 2.4346 2020-07-04 04:55:51,877 - mmaction - INFO - Epoch [222][20/627] lr: 2.725e-03, eta: 6:17:44, time: 5.702, data_time: 3.979, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7021, loss_cls: 2.3320, loss: 2.3320 2020-07-04 04:56:09,508 - mmaction - INFO - Epoch [222][40/627] lr: 2.725e-03, eta: 6:17:23, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6917, loss_cls: 2.3158, loss: 2.3158 2020-07-04 04:56:27,138 - mmaction - INFO - Epoch [222][60/627] lr: 2.725e-03, eta: 6:17:02, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6583, loss_cls: 2.4883, loss: 2.4883 2020-07-04 04:56:44,802 - mmaction - INFO - Epoch [222][80/627] lr: 2.725e-03, eta: 6:16:40, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6625, loss_cls: 2.4082, loss: 2.4082 2020-07-04 04:57:03,025 - mmaction - INFO - Epoch [222][100/627] lr: 2.725e-03, eta: 6:16:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6854, loss_cls: 2.4272, loss: 2.4272 2020-07-04 04:57:21,802 - mmaction - INFO - Epoch [222][120/627] lr: 2.725e-03, eta: 6:15:58, time: 0.964, data_time: 0.083, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6813, loss_cls: 2.5369, loss: 2.5369 2020-07-04 04:57:39,511 - mmaction - INFO - Epoch [222][140/627] lr: 2.725e-03, eta: 6:15:37, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6750, loss_cls: 2.4704, loss: 2.4704 2020-07-04 04:57:57,245 - mmaction - INFO - Epoch [222][160/627] lr: 2.725e-03, eta: 6:15:16, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6875, loss_cls: 2.3123, loss: 2.3123 2020-07-04 04:58:14,970 - mmaction - INFO - Epoch [222][180/627] lr: 2.725e-03, eta: 6:14:55, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6833, loss_cls: 2.3591, loss: 2.3591 2020-07-04 04:58:32,682 - mmaction - INFO - Epoch [222][200/627] lr: 2.725e-03, eta: 6:14:34, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6854, loss_cls: 2.4133, loss: 2.4133 2020-07-04 04:58:50,375 - mmaction - INFO - Epoch [222][220/627] lr: 2.725e-03, eta: 6:14:13, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6854, loss_cls: 2.4022, loss: 2.4022 2020-07-04 04:59:08,093 - mmaction - INFO - Epoch [222][240/627] lr: 2.725e-03, eta: 6:13:51, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6854, loss_cls: 2.4364, loss: 2.4364 2020-07-04 04:59:25,836 - mmaction - INFO - Epoch [222][260/627] lr: 2.725e-03, eta: 6:13:30, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6667, loss_cls: 2.4888, loss: 2.4888 2020-07-04 04:59:43,564 - mmaction - INFO - Epoch [222][280/627] lr: 2.725e-03, eta: 6:13:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7042, loss_cls: 2.3316, loss: 2.3316 2020-07-04 05:00:01,323 - mmaction - INFO - Epoch [222][300/627] lr: 2.725e-03, eta: 6:12:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6583, loss_cls: 2.6042, loss: 2.6042 2020-07-04 05:00:29,578 - mmaction - INFO - Epoch [222][320/627] lr: 2.725e-03, eta: 6:12:29, time: 1.406, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6562, loss_cls: 2.5229, loss: 2.5229 2020-07-04 05:00:47,409 - mmaction - INFO - Epoch [222][340/627] lr: 2.725e-03, eta: 6:12:07, time: 0.897, data_time: 0.016, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6646, loss_cls: 2.4449, loss: 2.4449 2020-07-04 05:01:05,104 - mmaction - INFO - Epoch [222][360/627] lr: 2.725e-03, eta: 6:11:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6229, loss_cls: 2.7123, loss: 2.7123 2020-07-04 05:01:22,835 - mmaction - INFO - Epoch [222][380/627] lr: 2.725e-03, eta: 6:11:25, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6833, loss_cls: 2.3944, loss: 2.3944 2020-07-04 05:01:40,547 - mmaction - INFO - Epoch [222][400/627] lr: 2.725e-03, eta: 6:11:04, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6354, loss_cls: 2.5702, loss: 2.5702 2020-07-04 05:01:58,301 - mmaction - INFO - Epoch [222][420/627] lr: 2.725e-03, eta: 6:10:43, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4562, top5_acc: 0.7042, loss_cls: 2.4072, loss: 2.4072 2020-07-04 05:02:16,021 - mmaction - INFO - Epoch [222][440/627] lr: 2.725e-03, eta: 6:10:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6458, loss_cls: 2.6127, loss: 2.6127 2020-07-04 05:02:33,748 - mmaction - INFO - Epoch [222][460/627] lr: 2.725e-03, eta: 6:10:01, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6542, loss_cls: 2.3984, loss: 2.3984 2020-07-04 05:02:51,534 - mmaction - INFO - Epoch [222][480/627] lr: 2.725e-03, eta: 6:09:39, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6688, loss_cls: 2.3959, loss: 2.3959 2020-07-04 05:03:09,196 - mmaction - INFO - Epoch [222][500/627] lr: 2.725e-03, eta: 6:09:18, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7208, loss_cls: 2.3053, loss: 2.3053 2020-07-04 05:03:26,941 - mmaction - INFO - Epoch [222][520/627] lr: 2.725e-03, eta: 6:08:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7042, loss_cls: 2.4306, loss: 2.4306 2020-07-04 05:03:44,651 - mmaction - INFO - Epoch [222][540/627] lr: 2.725e-03, eta: 6:08:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7125, loss_cls: 2.2823, loss: 2.2823 2020-07-04 05:04:02,371 - mmaction - INFO - Epoch [222][560/627] lr: 2.725e-03, eta: 6:08:15, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6479, loss_cls: 2.5468, loss: 2.5468 2020-07-04 05:04:20,072 - mmaction - INFO - Epoch [222][580/627] lr: 2.725e-03, eta: 6:07:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6708, loss_cls: 2.5347, loss: 2.5347 2020-07-04 05:04:37,791 - mmaction - INFO - Epoch [222][600/627] lr: 2.725e-03, eta: 6:07:33, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6729, loss_cls: 2.3689, loss: 2.3689 2020-07-04 05:04:55,537 - mmaction - INFO - Epoch [222][620/627] lr: 2.725e-03, eta: 6:07:12, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.5208, loss: 2.5208 2020-07-04 05:07:05,046 - mmaction - INFO - Epoch [223][20/627] lr: 2.574e-03, eta: 6:06:58, time: 5.780, data_time: 4.856, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6687, loss_cls: 2.4948, loss: 2.4948 2020-07-04 05:07:22,658 - mmaction - INFO - Epoch [223][40/627] lr: 2.574e-03, eta: 6:06:36, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7104, loss_cls: 2.3669, loss: 2.3669 2020-07-04 05:07:40,288 - mmaction - INFO - Epoch [223][60/627] lr: 2.574e-03, eta: 6:06:15, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6729, loss_cls: 2.4592, loss: 2.4592 2020-07-04 05:07:57,974 - mmaction - INFO - Epoch [223][80/627] lr: 2.574e-03, eta: 6:05:54, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6729, loss_cls: 2.4431, loss: 2.4431 2020-07-04 05:08:15,638 - mmaction - INFO - Epoch [223][100/627] lr: 2.574e-03, eta: 6:05:33, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4312, top5_acc: 0.6792, loss_cls: 2.4963, loss: 2.4963 2020-07-04 05:08:33,329 - mmaction - INFO - Epoch [223][120/627] lr: 2.574e-03, eta: 6:05:12, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4125, top5_acc: 0.6750, loss_cls: 2.6128, loss: 2.6128 2020-07-04 05:08:50,958 - mmaction - INFO - Epoch [223][140/627] lr: 2.574e-03, eta: 6:04:51, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6771, loss_cls: 2.2955, loss: 2.2955 2020-07-04 05:09:08,672 - mmaction - INFO - Epoch [223][160/627] lr: 2.574e-03, eta: 6:04:29, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6833, loss_cls: 2.4152, loss: 2.4152 2020-07-04 05:09:26,391 - mmaction - INFO - Epoch [223][180/627] lr: 2.574e-03, eta: 6:04:08, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6854, loss_cls: 2.4001, loss: 2.4001 2020-07-04 05:09:44,104 - mmaction - INFO - Epoch [223][200/627] lr: 2.574e-03, eta: 6:03:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.7083, loss_cls: 2.4606, loss: 2.4606 2020-07-04 05:10:02,952 - mmaction - INFO - Epoch [223][220/627] lr: 2.574e-03, eta: 6:03:26, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6813, loss_cls: 2.4481, loss: 2.4481 2020-07-04 05:10:21,803 - mmaction - INFO - Epoch [223][240/627] lr: 2.574e-03, eta: 6:03:05, time: 0.997, data_time: 0.055, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6708, loss_cls: 2.4787, loss: 2.4787 2020-07-04 05:10:39,539 - mmaction - INFO - Epoch [223][260/627] lr: 2.574e-03, eta: 6:02:44, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6750, loss_cls: 2.4368, loss: 2.4368 2020-07-04 05:10:57,254 - mmaction - INFO - Epoch [223][280/627] lr: 2.574e-03, eta: 6:02:23, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6833, loss_cls: 2.3631, loss: 2.3631 2020-07-04 05:11:15,008 - mmaction - INFO - Epoch [223][300/627] lr: 2.574e-03, eta: 6:02:02, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6479, loss_cls: 2.5459, loss: 2.5459 2020-07-04 05:11:32,694 - mmaction - INFO - Epoch [223][320/627] lr: 2.574e-03, eta: 6:01:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7042, loss_cls: 2.3517, loss: 2.3517 2020-07-04 05:11:50,454 - mmaction - INFO - Epoch [223][340/627] lr: 2.574e-03, eta: 6:01:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6667, loss_cls: 2.6395, loss: 2.6395 2020-07-04 05:12:08,226 - mmaction - INFO - Epoch [223][360/627] lr: 2.574e-03, eta: 6:00:59, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6917, loss_cls: 2.3808, loss: 2.3808 2020-07-04 05:12:25,924 - mmaction - INFO - Epoch [223][380/627] lr: 2.574e-03, eta: 6:00:37, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6750, loss_cls: 2.4699, loss: 2.4699 2020-07-04 05:12:43,678 - mmaction - INFO - Epoch [223][400/627] lr: 2.574e-03, eta: 6:00:16, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6979, loss_cls: 2.4028, loss: 2.4028 2020-07-04 05:13:01,440 - mmaction - INFO - Epoch [223][420/627] lr: 2.574e-03, eta: 5:59:55, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6917, loss_cls: 2.4130, loss: 2.4130 2020-07-04 05:13:19,176 - mmaction - INFO - Epoch [223][440/627] lr: 2.574e-03, eta: 5:59:34, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6708, loss_cls: 2.4665, loss: 2.4665 2020-07-04 05:13:36,941 - mmaction - INFO - Epoch [223][460/627] lr: 2.574e-03, eta: 5:59:13, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7104, loss_cls: 2.3433, loss: 2.3433 2020-07-04 05:13:54,601 - mmaction - INFO - Epoch [223][480/627] lr: 2.574e-03, eta: 5:58:52, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6938, loss_cls: 2.3585, loss: 2.3585 2020-07-04 05:14:12,348 - mmaction - INFO - Epoch [223][500/627] lr: 2.574e-03, eta: 5:58:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.4830, loss: 2.4830 2020-07-04 05:14:30,116 - mmaction - INFO - Epoch [223][520/627] lr: 2.574e-03, eta: 5:58:10, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6437, loss_cls: 2.5524, loss: 2.5524 2020-07-04 05:14:47,850 - mmaction - INFO - Epoch [223][540/627] lr: 2.574e-03, eta: 5:57:48, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6687, loss_cls: 2.4072, loss: 2.4072 2020-07-04 05:15:05,621 - mmaction - INFO - Epoch [223][560/627] lr: 2.574e-03, eta: 5:57:27, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6875, loss_cls: 2.3667, loss: 2.3667 2020-07-04 05:15:23,285 - mmaction - INFO - Epoch [223][580/627] lr: 2.574e-03, eta: 5:57:06, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6854, loss_cls: 2.4246, loss: 2.4246 2020-07-04 05:15:41,006 - mmaction - INFO - Epoch [223][600/627] lr: 2.574e-03, eta: 5:56:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6667, loss_cls: 2.4019, loss: 2.4019 2020-07-04 05:15:58,757 - mmaction - INFO - Epoch [223][620/627] lr: 2.574e-03, eta: 5:56:24, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6750, loss_cls: 2.4579, loss: 2.4579 2020-07-04 05:18:40,361 - mmaction - INFO - Epoch [224][20/627] lr: 2.427e-03, eta: 5:56:15, time: 7.635, data_time: 5.987, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5035, loss: 2.5035 2020-07-04 05:18:58,012 - mmaction - INFO - Epoch [224][40/627] lr: 2.427e-03, eta: 5:55:54, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6854, loss_cls: 2.4610, loss: 2.4610 2020-07-04 05:19:15,631 - mmaction - INFO - Epoch [224][60/627] lr: 2.427e-03, eta: 5:55:33, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6833, loss_cls: 2.4904, loss: 2.4904 2020-07-04 05:19:33,342 - mmaction - INFO - Epoch [224][80/627] lr: 2.427e-03, eta: 5:55:12, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4937, top5_acc: 0.6979, loss_cls: 2.3762, loss: 2.3762 2020-07-04 05:19:51,023 - mmaction - INFO - Epoch [224][100/627] lr: 2.427e-03, eta: 5:54:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6958, loss_cls: 2.4043, loss: 2.4043 2020-07-04 05:20:09,033 - mmaction - INFO - Epoch [224][120/627] lr: 2.427e-03, eta: 5:54:30, time: 0.901, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6583, loss_cls: 2.5684, loss: 2.5684 2020-07-04 05:20:26,673 - mmaction - INFO - Epoch [224][140/627] lr: 2.427e-03, eta: 5:54:08, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6917, loss_cls: 2.3435, loss: 2.3435 2020-07-04 05:20:44,399 - mmaction - INFO - Epoch [224][160/627] lr: 2.427e-03, eta: 5:53:47, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6500, loss_cls: 2.5131, loss: 2.5131 2020-07-04 05:21:02,029 - mmaction - INFO - Epoch [224][180/627] lr: 2.427e-03, eta: 5:53:26, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6479, loss_cls: 2.5393, loss: 2.5393 2020-07-04 05:21:19,749 - mmaction - INFO - Epoch [224][200/627] lr: 2.427e-03, eta: 5:53:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6583, loss_cls: 2.5710, loss: 2.5710 2020-07-04 05:21:37,460 - mmaction - INFO - Epoch [224][220/627] lr: 2.427e-03, eta: 5:52:44, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6250, loss_cls: 2.6058, loss: 2.6058 2020-07-04 05:21:55,196 - mmaction - INFO - Epoch [224][240/627] lr: 2.427e-03, eta: 5:52:23, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6625, loss_cls: 2.4551, loss: 2.4551 2020-07-04 05:22:12,930 - mmaction - INFO - Epoch [224][260/627] lr: 2.427e-03, eta: 5:52:02, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2024, loss: 2.2024 2020-07-04 05:22:30,613 - mmaction - INFO - Epoch [224][280/627] lr: 2.427e-03, eta: 5:51:40, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6708, loss_cls: 2.5489, loss: 2.5489 2020-07-04 05:22:48,336 - mmaction - INFO - Epoch [224][300/627] lr: 2.427e-03, eta: 5:51:19, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6854, loss_cls: 2.3294, loss: 2.3294 2020-07-04 05:23:06,036 - mmaction - INFO - Epoch [224][320/627] lr: 2.427e-03, eta: 5:50:58, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6750, loss_cls: 2.4828, loss: 2.4828 2020-07-04 05:23:23,823 - mmaction - INFO - Epoch [224][340/627] lr: 2.427e-03, eta: 5:50:37, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.3303, loss: 2.3303 2020-07-04 05:23:41,574 - mmaction - INFO - Epoch [224][360/627] lr: 2.427e-03, eta: 5:50:16, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6667, loss_cls: 2.4349, loss: 2.4349 2020-07-04 05:23:59,258 - mmaction - INFO - Epoch [224][380/627] lr: 2.427e-03, eta: 5:49:55, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6708, loss_cls: 2.5333, loss: 2.5333 2020-07-04 05:24:17,029 - mmaction - INFO - Epoch [224][400/627] lr: 2.427e-03, eta: 5:49:34, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6792, loss_cls: 2.4617, loss: 2.4617 2020-07-04 05:24:34,824 - mmaction - INFO - Epoch [224][420/627] lr: 2.427e-03, eta: 5:49:13, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6583, loss_cls: 2.4923, loss: 2.4923 2020-07-04 05:24:52,517 - mmaction - INFO - Epoch [224][440/627] lr: 2.427e-03, eta: 5:48:52, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6854, loss_cls: 2.4857, loss: 2.4857 2020-07-04 05:25:10,305 - mmaction - INFO - Epoch [224][460/627] lr: 2.427e-03, eta: 5:48:30, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6479, loss_cls: 2.4654, loss: 2.4654 2020-07-04 05:25:28,038 - mmaction - INFO - Epoch [224][480/627] lr: 2.427e-03, eta: 5:48:09, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7104, loss_cls: 2.3202, loss: 2.3202 2020-07-04 05:25:45,801 - mmaction - INFO - Epoch [224][500/627] lr: 2.427e-03, eta: 5:47:48, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7125, loss_cls: 2.2479, loss: 2.2479 2020-07-04 05:26:03,523 - mmaction - INFO - Epoch [224][520/627] lr: 2.427e-03, eta: 5:47:27, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.7146, loss_cls: 2.3980, loss: 2.3980 2020-07-04 05:26:21,234 - mmaction - INFO - Epoch [224][540/627] lr: 2.427e-03, eta: 5:47:06, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6667, loss_cls: 2.4853, loss: 2.4853 2020-07-04 05:26:38,967 - mmaction - INFO - Epoch [224][560/627] lr: 2.427e-03, eta: 5:46:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3940, loss: 2.3940 2020-07-04 05:26:56,710 - mmaction - INFO - Epoch [224][580/627] lr: 2.427e-03, eta: 5:46:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.7042, loss_cls: 2.3768, loss: 2.3768 2020-07-04 05:27:14,466 - mmaction - INFO - Epoch [224][600/627] lr: 2.427e-03, eta: 5:46:03, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7062, loss_cls: 2.2774, loss: 2.2774 2020-07-04 05:27:32,181 - mmaction - INFO - Epoch [224][620/627] lr: 2.427e-03, eta: 5:45:42, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6688, loss_cls: 2.4889, loss: 2.4889 2020-07-04 05:27:41,243 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-07-04 05:29:34,018 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-04 05:29:34,968 - mmaction - INFO - top1_acc 0.4948 top5_acc 0.7303 2020-07-04 05:29:34,968 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-04 05:29:35,044 - mmaction - INFO - mean_acc 0.4947 2020-07-04 05:29:35,051 - mmaction - INFO - Epoch [224][627/627] lr: 2.427e-03, top1_acc: 0.4948, top5_acc: 0.7303, mean_class_accuracy: 0.4947 2020-07-04 05:31:28,418 - mmaction - INFO - Epoch [225][20/627] lr: 2.284e-03, eta: 5:45:26, time: 5.667, data_time: 4.697, memory: 8451, top1_acc: 0.4479, top5_acc: 0.7021, loss_cls: 2.4388, loss: 2.4388 2020-07-04 05:31:46,010 - mmaction - INFO - Epoch [225][40/627] lr: 2.284e-03, eta: 5:45:05, time: 0.880, data_time: 0.005, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6583, loss_cls: 2.4618, loss: 2.4618 2020-07-04 05:32:03,689 - mmaction - INFO - Epoch [225][60/627] lr: 2.284e-03, eta: 5:44:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7125, loss_cls: 2.2872, loss: 2.2872 2020-07-04 05:32:21,410 - mmaction - INFO - Epoch [225][80/627] lr: 2.284e-03, eta: 5:44:23, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6729, loss_cls: 2.4427, loss: 2.4427 2020-07-04 05:32:39,084 - mmaction - INFO - Epoch [225][100/627] lr: 2.284e-03, eta: 5:44:02, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.6937, loss_cls: 2.2881, loss: 2.2881 2020-07-04 05:32:56,789 - mmaction - INFO - Epoch [225][120/627] lr: 2.284e-03, eta: 5:43:41, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6375, loss_cls: 2.6586, loss: 2.6586 2020-07-04 05:33:14,485 - mmaction - INFO - Epoch [225][140/627] lr: 2.284e-03, eta: 5:43:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7167, loss_cls: 2.3353, loss: 2.3353 2020-07-04 05:33:32,243 - mmaction - INFO - Epoch [225][160/627] lr: 2.284e-03, eta: 5:42:58, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6771, loss_cls: 2.3675, loss: 2.3675 2020-07-04 05:33:49,936 - mmaction - INFO - Epoch [225][180/627] lr: 2.284e-03, eta: 5:42:37, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6792, loss_cls: 2.4366, loss: 2.4366 2020-07-04 05:34:07,658 - mmaction - INFO - Epoch [225][200/627] lr: 2.284e-03, eta: 5:42:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4104, top5_acc: 0.6354, loss_cls: 2.6740, loss: 2.6740 2020-07-04 05:34:25,389 - mmaction - INFO - Epoch [225][220/627] lr: 2.284e-03, eta: 5:41:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6500, loss_cls: 2.5572, loss: 2.5572 2020-07-04 05:34:43,039 - mmaction - INFO - Epoch [225][240/627] lr: 2.284e-03, eta: 5:41:34, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6750, loss_cls: 2.5010, loss: 2.5010 2020-07-04 05:35:00,743 - mmaction - INFO - Epoch [225][260/627] lr: 2.284e-03, eta: 5:41:13, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3575, loss: 2.3575 2020-07-04 05:35:19,160 - mmaction - INFO - Epoch [225][280/627] lr: 2.284e-03, eta: 5:40:52, time: 0.921, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6729, loss_cls: 2.4583, loss: 2.4583 2020-07-04 05:35:36,903 - mmaction - INFO - Epoch [225][300/627] lr: 2.284e-03, eta: 5:40:31, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6313, loss_cls: 2.6227, loss: 2.6227 2020-07-04 05:35:54,623 - mmaction - INFO - Epoch [225][320/627] lr: 2.284e-03, eta: 5:40:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6604, loss_cls: 2.5379, loss: 2.5379 2020-07-04 05:36:12,335 - mmaction - INFO - Epoch [225][340/627] lr: 2.284e-03, eta: 5:39:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6667, loss_cls: 2.5207, loss: 2.5207 2020-07-04 05:36:30,069 - mmaction - INFO - Epoch [225][360/627] lr: 2.284e-03, eta: 5:39:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6583, loss_cls: 2.5004, loss: 2.5004 2020-07-04 05:36:47,775 - mmaction - INFO - Epoch [225][380/627] lr: 2.284e-03, eta: 5:39:06, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6854, loss_cls: 2.3420, loss: 2.3420 2020-07-04 05:37:05,467 - mmaction - INFO - Epoch [225][400/627] lr: 2.284e-03, eta: 5:38:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6667, loss_cls: 2.4511, loss: 2.4511 2020-07-04 05:37:23,165 - mmaction - INFO - Epoch [225][420/627] lr: 2.284e-03, eta: 5:38:24, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6667, loss_cls: 2.4900, loss: 2.4900 2020-07-04 05:37:40,890 - mmaction - INFO - Epoch [225][440/627] lr: 2.284e-03, eta: 5:38:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6854, loss_cls: 2.3851, loss: 2.3851 2020-07-04 05:37:58,686 - mmaction - INFO - Epoch [225][460/627] lr: 2.284e-03, eta: 5:37:42, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7208, loss_cls: 2.2894, loss: 2.2894 2020-07-04 05:38:16,419 - mmaction - INFO - Epoch [225][480/627] lr: 2.284e-03, eta: 5:37:21, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6854, loss_cls: 2.3711, loss: 2.3711 2020-07-04 05:38:34,208 - mmaction - INFO - Epoch [225][500/627] lr: 2.284e-03, eta: 5:37:00, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6875, loss_cls: 2.3493, loss: 2.3493 2020-07-04 05:38:51,944 - mmaction - INFO - Epoch [225][520/627] lr: 2.284e-03, eta: 5:36:39, time: 0.889, data_time: 0.008, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6958, loss_cls: 2.3563, loss: 2.3563 2020-07-04 05:39:09,639 - mmaction - INFO - Epoch [225][540/627] lr: 2.284e-03, eta: 5:36:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6646, loss_cls: 2.5274, loss: 2.5274 2020-07-04 05:39:27,345 - mmaction - INFO - Epoch [225][560/627] lr: 2.284e-03, eta: 5:35:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4312, top5_acc: 0.6687, loss_cls: 2.4867, loss: 2.4867 2020-07-04 05:39:45,057 - mmaction - INFO - Epoch [225][580/627] lr: 2.284e-03, eta: 5:35:35, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6625, loss_cls: 2.5121, loss: 2.5121 2020-07-04 05:40:02,803 - mmaction - INFO - Epoch [225][600/627] lr: 2.284e-03, eta: 5:35:14, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6542, loss_cls: 2.5717, loss: 2.5717 2020-07-04 05:40:20,450 - mmaction - INFO - Epoch [225][620/627] lr: 2.284e-03, eta: 5:34:53, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6687, loss_cls: 2.4310, loss: 2.4310 2020-07-04 05:42:25,786 - mmaction - INFO - Epoch [226][20/627] lr: 2.145e-03, eta: 5:34:38, time: 5.809, data_time: 4.890, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6562, loss_cls: 2.5507, loss: 2.5507 2020-07-04 05:42:43,422 - mmaction - INFO - Epoch [226][40/627] lr: 2.145e-03, eta: 5:34:17, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6667, loss_cls: 2.5264, loss: 2.5264 2020-07-04 05:43:01,065 - mmaction - INFO - Epoch [226][60/627] lr: 2.145e-03, eta: 5:33:56, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6667, loss_cls: 2.5104, loss: 2.5104 2020-07-04 05:43:18,675 - mmaction - INFO - Epoch [226][80/627] lr: 2.145e-03, eta: 5:33:35, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7187, loss_cls: 2.2990, loss: 2.2990 2020-07-04 05:43:36,427 - mmaction - INFO - Epoch [226][100/627] lr: 2.145e-03, eta: 5:33:14, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7000, loss_cls: 2.3029, loss: 2.3029 2020-07-04 05:43:54,106 - mmaction - INFO - Epoch [226][120/627] lr: 2.145e-03, eta: 5:32:52, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6771, loss_cls: 2.3683, loss: 2.3683 2020-07-04 05:44:11,834 - mmaction - INFO - Epoch [226][140/627] lr: 2.145e-03, eta: 5:32:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6812, loss_cls: 2.4447, loss: 2.4447 2020-07-04 05:44:29,543 - mmaction - INFO - Epoch [226][160/627] lr: 2.145e-03, eta: 5:32:10, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6812, loss_cls: 2.3871, loss: 2.3871 2020-07-04 05:44:47,230 - mmaction - INFO - Epoch [226][180/627] lr: 2.145e-03, eta: 5:31:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6792, loss_cls: 2.3186, loss: 2.3186 2020-07-04 05:45:05,908 - mmaction - INFO - Epoch [226][200/627] lr: 2.145e-03, eta: 5:31:28, time: 0.934, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6854, loss_cls: 2.4549, loss: 2.4549 2020-07-04 05:45:23,595 - mmaction - INFO - Epoch [226][220/627] lr: 2.145e-03, eta: 5:31:07, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6729, loss_cls: 2.4991, loss: 2.4991 2020-07-04 05:45:41,306 - mmaction - INFO - Epoch [226][240/627] lr: 2.145e-03, eta: 5:30:46, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4229, top5_acc: 0.6687, loss_cls: 2.5395, loss: 2.5395 2020-07-04 05:45:59,019 - mmaction - INFO - Epoch [226][260/627] lr: 2.145e-03, eta: 5:30:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6729, loss_cls: 2.3678, loss: 2.3678 2020-07-04 05:46:16,732 - mmaction - INFO - Epoch [226][280/627] lr: 2.145e-03, eta: 5:30:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6667, loss_cls: 2.5341, loss: 2.5341 2020-07-04 05:46:34,447 - mmaction - INFO - Epoch [226][300/627] lr: 2.145e-03, eta: 5:29:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7083, loss_cls: 2.3593, loss: 2.3593 2020-07-04 05:46:52,195 - mmaction - INFO - Epoch [226][320/627] lr: 2.145e-03, eta: 5:29:22, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6583, loss_cls: 2.6187, loss: 2.6187 2020-07-04 05:47:09,960 - mmaction - INFO - Epoch [226][340/627] lr: 2.145e-03, eta: 5:29:01, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6917, loss_cls: 2.3501, loss: 2.3501 2020-07-04 05:47:27,691 - mmaction - INFO - Epoch [226][360/627] lr: 2.145e-03, eta: 5:28:39, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6625, loss_cls: 2.4541, loss: 2.4541 2020-07-04 05:47:45,467 - mmaction - INFO - Epoch [226][380/627] lr: 2.145e-03, eta: 5:28:18, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6542, loss_cls: 2.5668, loss: 2.5668 2020-07-04 05:48:03,204 - mmaction - INFO - Epoch [226][400/627] lr: 2.145e-03, eta: 5:27:57, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7063, loss_cls: 2.3227, loss: 2.3227 2020-07-04 05:48:20,895 - mmaction - INFO - Epoch [226][420/627] lr: 2.145e-03, eta: 5:27:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6646, loss_cls: 2.4653, loss: 2.4653 2020-07-04 05:48:38,594 - mmaction - INFO - Epoch [226][440/627] lr: 2.145e-03, eta: 5:27:15, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6854, loss_cls: 2.4812, loss: 2.4812 2020-07-04 05:48:56,336 - mmaction - INFO - Epoch [226][460/627] lr: 2.145e-03, eta: 5:26:54, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6625, loss_cls: 2.4010, loss: 2.4010 2020-07-04 05:49:14,049 - mmaction - INFO - Epoch [226][480/627] lr: 2.145e-03, eta: 5:26:33, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6813, loss_cls: 2.6168, loss: 2.6168 2020-07-04 05:49:31,771 - mmaction - INFO - Epoch [226][500/627] lr: 2.145e-03, eta: 5:26:12, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6667, loss_cls: 2.4982, loss: 2.4982 2020-07-04 05:49:49,514 - mmaction - INFO - Epoch [226][520/627] lr: 2.145e-03, eta: 5:25:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7042, loss_cls: 2.3559, loss: 2.3559 2020-07-04 05:50:07,240 - mmaction - INFO - Epoch [226][540/627] lr: 2.145e-03, eta: 5:25:30, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6458, loss_cls: 2.5667, loss: 2.5667 2020-07-04 05:50:24,919 - mmaction - INFO - Epoch [226][560/627] lr: 2.145e-03, eta: 5:25:09, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6687, loss_cls: 2.4043, loss: 2.4043 2020-07-04 05:50:42,585 - mmaction - INFO - Epoch [226][580/627] lr: 2.145e-03, eta: 5:24:48, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.7104, loss_cls: 2.4162, loss: 2.4162 2020-07-04 05:51:00,310 - mmaction - INFO - Epoch [226][600/627] lr: 2.145e-03, eta: 5:24:26, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2847, loss: 2.2847 2020-07-04 05:51:18,388 - mmaction - INFO - Epoch [226][620/627] lr: 2.145e-03, eta: 5:24:05, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6979, loss_cls: 2.3629, loss: 2.3629 2020-07-04 05:53:15,069 - mmaction - INFO - Epoch [227][20/627] lr: 2.010e-03, eta: 5:23:49, time: 5.417, data_time: 4.496, memory: 8451, top1_acc: 0.4646, top5_acc: 0.7208, loss_cls: 2.2767, loss: 2.2767 2020-07-04 05:53:32,741 - mmaction - INFO - Epoch [227][40/627] lr: 2.010e-03, eta: 5:23:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6812, loss_cls: 2.2903, loss: 2.2903 2020-07-04 05:53:50,359 - mmaction - INFO - Epoch [227][60/627] lr: 2.010e-03, eta: 5:23:06, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7021, loss_cls: 2.3593, loss: 2.3593 2020-07-04 05:54:08,017 - mmaction - INFO - Epoch [227][80/627] lr: 2.010e-03, eta: 5:22:45, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6875, loss_cls: 2.4649, loss: 2.4649 2020-07-04 05:54:25,711 - mmaction - INFO - Epoch [227][100/627] lr: 2.010e-03, eta: 5:22:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3558, loss: 2.3558 2020-07-04 05:54:43,428 - mmaction - INFO - Epoch [227][120/627] lr: 2.010e-03, eta: 5:22:03, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.4546, loss: 2.4546 2020-07-04 05:55:01,143 - mmaction - INFO - Epoch [227][140/627] lr: 2.010e-03, eta: 5:21:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6792, loss_cls: 2.3649, loss: 2.3649 2020-07-04 05:55:19,694 - mmaction - INFO - Epoch [227][160/627] lr: 2.010e-03, eta: 5:21:21, time: 0.925, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6854, loss_cls: 2.4353, loss: 2.4353 2020-07-04 05:55:37,371 - mmaction - INFO - Epoch [227][180/627] lr: 2.010e-03, eta: 5:21:00, time: 0.886, data_time: 0.004, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6812, loss_cls: 2.5313, loss: 2.5313 2020-07-04 05:55:55,022 - mmaction - INFO - Epoch [227][200/627] lr: 2.010e-03, eta: 5:20:39, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6708, loss_cls: 2.4803, loss: 2.4803 2020-07-04 05:56:12,724 - mmaction - INFO - Epoch [227][220/627] lr: 2.010e-03, eta: 5:20:18, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7063, loss_cls: 2.3472, loss: 2.3472 2020-07-04 05:56:30,503 - mmaction - INFO - Epoch [227][240/627] lr: 2.010e-03, eta: 5:19:57, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6896, loss_cls: 2.4234, loss: 2.4234 2020-07-04 05:56:48,155 - mmaction - INFO - Epoch [227][260/627] lr: 2.010e-03, eta: 5:19:36, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.4839, loss: 2.4839 2020-07-04 05:57:05,869 - mmaction - INFO - Epoch [227][280/627] lr: 2.010e-03, eta: 5:19:15, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6667, loss_cls: 2.4334, loss: 2.4334 2020-07-04 05:57:23,581 - mmaction - INFO - Epoch [227][300/627] lr: 2.010e-03, eta: 5:18:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6750, loss_cls: 2.4416, loss: 2.4416 2020-07-04 05:57:41,314 - mmaction - INFO - Epoch [227][320/627] lr: 2.010e-03, eta: 5:18:32, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6979, loss_cls: 2.3328, loss: 2.3328 2020-07-04 05:57:58,996 - mmaction - INFO - Epoch [227][340/627] lr: 2.010e-03, eta: 5:18:11, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6333, loss_cls: 2.6200, loss: 2.6200 2020-07-04 05:58:16,703 - mmaction - INFO - Epoch [227][360/627] lr: 2.010e-03, eta: 5:17:50, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6604, loss_cls: 2.5703, loss: 2.5703 2020-07-04 05:58:34,470 - mmaction - INFO - Epoch [227][380/627] lr: 2.010e-03, eta: 5:17:29, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6792, loss_cls: 2.4379, loss: 2.4379 2020-07-04 05:58:52,214 - mmaction - INFO - Epoch [227][400/627] lr: 2.010e-03, eta: 5:17:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.4251, loss: 2.4251 2020-07-04 05:59:09,960 - mmaction - INFO - Epoch [227][420/627] lr: 2.010e-03, eta: 5:16:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4359, loss: 2.4359 2020-07-04 05:59:27,664 - mmaction - INFO - Epoch [227][440/627] lr: 2.010e-03, eta: 5:16:26, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6833, loss_cls: 2.4679, loss: 2.4679 2020-07-04 05:59:45,435 - mmaction - INFO - Epoch [227][460/627] lr: 2.010e-03, eta: 5:16:05, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6896, loss_cls: 2.4252, loss: 2.4252 2020-07-04 06:00:10,361 - mmaction - INFO - Epoch [227][480/627] lr: 2.010e-03, eta: 5:15:45, time: 1.201, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6771, loss_cls: 2.4387, loss: 2.4387 2020-07-04 06:00:31,044 - mmaction - INFO - Epoch [227][500/627] lr: 2.010e-03, eta: 5:15:24, time: 1.080, data_time: 0.060, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6521, loss_cls: 2.5794, loss: 2.5794 2020-07-04 06:00:48,719 - mmaction - INFO - Epoch [227][520/627] lr: 2.010e-03, eta: 5:15:03, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6625, loss_cls: 2.4367, loss: 2.4367 2020-07-04 06:01:06,436 - mmaction - INFO - Epoch [227][540/627] lr: 2.010e-03, eta: 5:14:42, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6729, loss_cls: 2.4860, loss: 2.4860 2020-07-04 06:01:24,158 - mmaction - INFO - Epoch [227][560/627] lr: 2.010e-03, eta: 5:14:21, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6896, loss_cls: 2.4163, loss: 2.4163 2020-07-04 06:01:41,839 - mmaction - INFO - Epoch [227][580/627] lr: 2.010e-03, eta: 5:14:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6583, loss_cls: 2.4857, loss: 2.4857 2020-07-04 06:01:59,607 - mmaction - INFO - Epoch [227][600/627] lr: 2.010e-03, eta: 5:13:39, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6875, loss_cls: 2.4825, loss: 2.4825 2020-07-04 06:02:17,330 - mmaction - INFO - Epoch [227][620/627] lr: 2.010e-03, eta: 5:13:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7188, loss_cls: 2.2919, loss: 2.2919 2020-07-04 06:04:27,774 - mmaction - INFO - Epoch [228][20/627] lr: 1.880e-03, eta: 5:13:02, time: 5.860, data_time: 4.976, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6875, loss_cls: 2.4090, loss: 2.4090 2020-07-04 06:04:45,359 - mmaction - INFO - Epoch [228][40/627] lr: 1.880e-03, eta: 5:12:41, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.4619, loss: 2.4619 2020-07-04 06:05:05,842 - mmaction - INFO - Epoch [228][60/627] lr: 1.880e-03, eta: 5:12:20, time: 1.019, data_time: 0.004, memory: 8451, top1_acc: 0.5167, top5_acc: 0.7083, loss_cls: 2.3074, loss: 2.3074 2020-07-04 06:05:23,534 - mmaction - INFO - Epoch [228][80/627] lr: 1.880e-03, eta: 5:11:59, time: 0.890, data_time: 0.010, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6521, loss_cls: 2.4869, loss: 2.4869 2020-07-04 06:05:41,218 - mmaction - INFO - Epoch [228][100/627] lr: 1.880e-03, eta: 5:11:38, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6354, loss_cls: 2.6436, loss: 2.6436 2020-07-04 06:05:58,919 - mmaction - INFO - Epoch [228][120/627] lr: 1.880e-03, eta: 5:11:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6625, loss_cls: 2.5364, loss: 2.5364 2020-07-04 06:06:16,613 - mmaction - INFO - Epoch [228][140/627] lr: 1.880e-03, eta: 5:10:56, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6917, loss_cls: 2.4490, loss: 2.4490 2020-07-04 06:06:34,341 - mmaction - INFO - Epoch [228][160/627] lr: 1.880e-03, eta: 5:10:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6854, loss_cls: 2.3991, loss: 2.3991 2020-07-04 06:06:52,030 - mmaction - INFO - Epoch [228][180/627] lr: 1.880e-03, eta: 5:10:13, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6938, loss_cls: 2.3652, loss: 2.3652 2020-07-04 06:07:09,739 - mmaction - INFO - Epoch [228][200/627] lr: 1.880e-03, eta: 5:09:52, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.7188, loss_cls: 2.3081, loss: 2.3081 2020-07-04 06:07:27,513 - mmaction - INFO - Epoch [228][220/627] lr: 1.880e-03, eta: 5:09:31, time: 0.889, data_time: 0.007, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6875, loss_cls: 2.3490, loss: 2.3490 2020-07-04 06:07:45,246 - mmaction - INFO - Epoch [228][240/627] lr: 1.880e-03, eta: 5:09:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7083, loss_cls: 2.2916, loss: 2.2916 2020-07-04 06:08:02,895 - mmaction - INFO - Epoch [228][260/627] lr: 1.880e-03, eta: 5:08:49, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6687, loss_cls: 2.4689, loss: 2.4689 2020-07-04 06:08:20,653 - mmaction - INFO - Epoch [228][280/627] lr: 1.880e-03, eta: 5:08:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6875, loss_cls: 2.4016, loss: 2.4016 2020-07-04 06:08:38,393 - mmaction - INFO - Epoch [228][300/627] lr: 1.880e-03, eta: 5:08:07, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6979, loss_cls: 2.3563, loss: 2.3563 2020-07-04 06:08:56,127 - mmaction - INFO - Epoch [228][320/627] lr: 1.880e-03, eta: 5:07:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3444, loss: 2.3444 2020-07-04 06:09:13,866 - mmaction - INFO - Epoch [228][340/627] lr: 1.880e-03, eta: 5:07:25, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6875, loss_cls: 2.4211, loss: 2.4211 2020-07-04 06:09:31,562 - mmaction - INFO - Epoch [228][360/627] lr: 1.880e-03, eta: 5:07:04, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7104, loss_cls: 2.2197, loss: 2.2197 2020-07-04 06:09:49,288 - mmaction - INFO - Epoch [228][380/627] lr: 1.880e-03, eta: 5:06:43, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6688, loss_cls: 2.4623, loss: 2.4623 2020-07-04 06:10:07,001 - mmaction - INFO - Epoch [228][400/627] lr: 1.880e-03, eta: 5:06:22, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6958, loss_cls: 2.3937, loss: 2.3937 2020-07-04 06:10:24,664 - mmaction - INFO - Epoch [228][420/627] lr: 1.880e-03, eta: 5:06:01, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.4681, loss: 2.4681 2020-07-04 06:10:42,423 - mmaction - INFO - Epoch [228][440/627] lr: 1.880e-03, eta: 5:05:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6458, loss_cls: 2.5789, loss: 2.5789 2020-07-04 06:11:00,134 - mmaction - INFO - Epoch [228][460/627] lr: 1.880e-03, eta: 5:05:19, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.4136, loss: 2.4136 2020-07-04 06:11:17,824 - mmaction - INFO - Epoch [228][480/627] lr: 1.880e-03, eta: 5:04:58, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6979, loss_cls: 2.4171, loss: 2.4171 2020-07-04 06:11:35,466 - mmaction - INFO - Epoch [228][500/627] lr: 1.880e-03, eta: 5:04:37, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6625, loss_cls: 2.5247, loss: 2.5247 2020-07-04 06:11:53,172 - mmaction - INFO - Epoch [228][520/627] lr: 1.880e-03, eta: 5:04:15, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7021, loss_cls: 2.3086, loss: 2.3086 2020-07-04 06:12:10,924 - mmaction - INFO - Epoch [228][540/627] lr: 1.880e-03, eta: 5:03:54, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6729, loss_cls: 2.3222, loss: 2.3222 2020-07-04 06:12:28,570 - mmaction - INFO - Epoch [228][560/627] lr: 1.880e-03, eta: 5:03:33, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6562, loss_cls: 2.5109, loss: 2.5109 2020-07-04 06:12:46,289 - mmaction - INFO - Epoch [228][580/627] lr: 1.880e-03, eta: 5:03:12, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6667, loss_cls: 2.4408, loss: 2.4408 2020-07-04 06:13:04,025 - mmaction - INFO - Epoch [228][600/627] lr: 1.880e-03, eta: 5:02:51, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6750, loss_cls: 2.4479, loss: 2.4479 2020-07-04 06:13:21,740 - mmaction - INFO - Epoch [228][620/627] lr: 1.880e-03, eta: 5:02:30, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6563, loss_cls: 2.5541, loss: 2.5541 2020-07-04 06:15:28,004 - mmaction - INFO - Epoch [229][20/627] lr: 1.754e-03, eta: 5:02:14, time: 5.865, data_time: 4.950, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6417, loss_cls: 2.5415, loss: 2.5415 2020-07-04 06:15:45,594 - mmaction - INFO - Epoch [229][40/627] lr: 1.754e-03, eta: 5:01:53, time: 0.878, data_time: 0.003, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7188, loss_cls: 2.2478, loss: 2.2478 2020-07-04 06:16:03,235 - mmaction - INFO - Epoch [229][60/627] lr: 1.754e-03, eta: 5:01:32, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6646, loss_cls: 2.5026, loss: 2.5026 2020-07-04 06:16:20,917 - mmaction - INFO - Epoch [229][80/627] lr: 1.754e-03, eta: 5:01:10, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6687, loss_cls: 2.4272, loss: 2.4272 2020-07-04 06:16:38,563 - mmaction - INFO - Epoch [229][100/627] lr: 1.754e-03, eta: 5:00:49, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6708, loss_cls: 2.5638, loss: 2.5638 2020-07-04 06:16:56,296 - mmaction - INFO - Epoch [229][120/627] lr: 1.754e-03, eta: 5:00:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6646, loss_cls: 2.5346, loss: 2.5346 2020-07-04 06:17:14,001 - mmaction - INFO - Epoch [229][140/627] lr: 1.754e-03, eta: 5:00:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6625, loss_cls: 2.4764, loss: 2.4764 2020-07-04 06:17:31,715 - mmaction - INFO - Epoch [229][160/627] lr: 1.754e-03, eta: 4:59:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6667, loss_cls: 2.4035, loss: 2.4035 2020-07-04 06:17:49,405 - mmaction - INFO - Epoch [229][180/627] lr: 1.754e-03, eta: 4:59:25, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6854, loss_cls: 2.3705, loss: 2.3705 2020-07-04 06:18:07,142 - mmaction - INFO - Epoch [229][200/627] lr: 1.754e-03, eta: 4:59:04, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6792, loss_cls: 2.4264, loss: 2.4264 2020-07-04 06:18:24,838 - mmaction - INFO - Epoch [229][220/627] lr: 1.754e-03, eta: 4:58:43, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4687, top5_acc: 0.6854, loss_cls: 2.4439, loss: 2.4439 2020-07-04 06:18:42,579 - mmaction - INFO - Epoch [229][240/627] lr: 1.754e-03, eta: 4:58:22, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.7271, loss_cls: 2.2877, loss: 2.2877 2020-07-04 06:19:00,250 - mmaction - INFO - Epoch [229][260/627] lr: 1.754e-03, eta: 4:58:01, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7083, loss_cls: 2.3302, loss: 2.3302 2020-07-04 06:19:17,957 - mmaction - INFO - Epoch [229][280/627] lr: 1.754e-03, eta: 4:57:40, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6979, loss_cls: 2.3543, loss: 2.3543 2020-07-04 06:19:35,675 - mmaction - INFO - Epoch [229][300/627] lr: 1.754e-03, eta: 4:57:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6958, loss_cls: 2.3802, loss: 2.3802 2020-07-04 06:19:53,390 - mmaction - INFO - Epoch [229][320/627] lr: 1.754e-03, eta: 4:56:58, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.4506, loss: 2.4506 2020-07-04 06:20:11,112 - mmaction - INFO - Epoch [229][340/627] lr: 1.754e-03, eta: 4:56:37, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6750, loss_cls: 2.4752, loss: 2.4752 2020-07-04 06:20:28,821 - mmaction - INFO - Epoch [229][360/627] lr: 1.754e-03, eta: 4:56:16, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4312, top5_acc: 0.6979, loss_cls: 2.4646, loss: 2.4646 2020-07-04 06:20:46,543 - mmaction - INFO - Epoch [229][380/627] lr: 1.754e-03, eta: 4:55:55, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6854, loss_cls: 2.2929, loss: 2.2929 2020-07-04 06:21:04,306 - mmaction - INFO - Epoch [229][400/627] lr: 1.754e-03, eta: 4:55:34, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6875, loss_cls: 2.4099, loss: 2.4099 2020-07-04 06:21:22,041 - mmaction - INFO - Epoch [229][420/627] lr: 1.754e-03, eta: 4:55:13, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6854, loss_cls: 2.3482, loss: 2.3482 2020-07-04 06:21:39,746 - mmaction - INFO - Epoch [229][440/627] lr: 1.754e-03, eta: 4:54:52, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6979, loss_cls: 2.3651, loss: 2.3651 2020-07-04 06:21:57,460 - mmaction - INFO - Epoch [229][460/627] lr: 1.754e-03, eta: 4:54:31, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7000, loss_cls: 2.3328, loss: 2.3328 2020-07-04 06:22:15,165 - mmaction - INFO - Epoch [229][480/627] lr: 1.754e-03, eta: 4:54:10, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6792, loss_cls: 2.4382, loss: 2.4382 2020-07-04 06:22:32,862 - mmaction - INFO - Epoch [229][500/627] lr: 1.754e-03, eta: 4:53:48, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6813, loss_cls: 2.2986, loss: 2.2986 2020-07-04 06:22:50,636 - mmaction - INFO - Epoch [229][520/627] lr: 1.754e-03, eta: 4:53:27, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6583, loss_cls: 2.4882, loss: 2.4882 2020-07-04 06:23:08,368 - mmaction - INFO - Epoch [229][540/627] lr: 1.754e-03, eta: 4:53:06, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6938, loss_cls: 2.2444, loss: 2.2444 2020-07-04 06:23:26,141 - mmaction - INFO - Epoch [229][560/627] lr: 1.754e-03, eta: 4:52:45, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.3979, top5_acc: 0.6250, loss_cls: 2.6831, loss: 2.6831 2020-07-04 06:23:43,816 - mmaction - INFO - Epoch [229][580/627] lr: 1.754e-03, eta: 4:52:24, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4937, top5_acc: 0.6792, loss_cls: 2.3292, loss: 2.3292 2020-07-04 06:24:01,581 - mmaction - INFO - Epoch [229][600/627] lr: 1.754e-03, eta: 4:52:03, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6562, loss_cls: 2.5251, loss: 2.5251 2020-07-04 06:24:19,307 - mmaction - INFO - Epoch [229][620/627] lr: 1.754e-03, eta: 4:51:42, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6917, loss_cls: 2.3662, loss: 2.3662 2020-07-04 06:26:20,676 - mmaction - INFO - Epoch [230][20/627] lr: 1.632e-03, eta: 4:51:25, time: 5.658, data_time: 3.998, memory: 8451, top1_acc: 0.5021, top5_acc: 0.6937, loss_cls: 2.3539, loss: 2.3539 2020-07-04 06:26:38,300 - mmaction - INFO - Epoch [230][40/627] lr: 1.632e-03, eta: 4:51:04, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6792, loss_cls: 2.4656, loss: 2.4656 2020-07-04 06:26:55,940 - mmaction - INFO - Epoch [230][60/627] lr: 1.632e-03, eta: 4:50:43, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6667, loss_cls: 2.5249, loss: 2.5249 2020-07-04 06:27:13,650 - mmaction - INFO - Epoch [230][80/627] lr: 1.632e-03, eta: 4:50:22, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4708, top5_acc: 0.7125, loss_cls: 2.3299, loss: 2.3299 2020-07-04 06:27:31,320 - mmaction - INFO - Epoch [230][100/627] lr: 1.632e-03, eta: 4:50:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6708, loss_cls: 2.5099, loss: 2.5099 2020-07-04 06:27:49,015 - mmaction - INFO - Epoch [230][120/627] lr: 1.632e-03, eta: 4:49:40, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7188, loss_cls: 2.2496, loss: 2.2496 2020-07-04 06:28:06,717 - mmaction - INFO - Epoch [230][140/627] lr: 1.632e-03, eta: 4:49:19, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4188, top5_acc: 0.6563, loss_cls: 2.6233, loss: 2.6233 2020-07-04 06:28:24,444 - mmaction - INFO - Epoch [230][160/627] lr: 1.632e-03, eta: 4:48:57, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.7000, loss_cls: 2.3122, loss: 2.3122 2020-07-04 06:28:42,146 - mmaction - INFO - Epoch [230][180/627] lr: 1.632e-03, eta: 4:48:36, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7188, loss_cls: 2.3148, loss: 2.3148 2020-07-04 06:28:59,882 - mmaction - INFO - Epoch [230][200/627] lr: 1.632e-03, eta: 4:48:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6917, loss_cls: 2.3956, loss: 2.3956 2020-07-04 06:29:17,573 - mmaction - INFO - Epoch [230][220/627] lr: 1.632e-03, eta: 4:47:54, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6833, loss_cls: 2.4402, loss: 2.4402 2020-07-04 06:29:35,305 - mmaction - INFO - Epoch [230][240/627] lr: 1.632e-03, eta: 4:47:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.4343, loss: 2.4343 2020-07-04 06:29:53,018 - mmaction - INFO - Epoch [230][260/627] lr: 1.632e-03, eta: 4:47:12, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6854, loss_cls: 2.2914, loss: 2.2914 2020-07-04 06:30:11,105 - mmaction - INFO - Epoch [230][280/627] lr: 1.632e-03, eta: 4:46:51, time: 0.905, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6729, loss_cls: 2.4720, loss: 2.4720 2020-07-04 06:30:28,834 - mmaction - INFO - Epoch [230][300/627] lr: 1.632e-03, eta: 4:46:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7000, loss_cls: 2.3369, loss: 2.3369 2020-07-04 06:30:46,579 - mmaction - INFO - Epoch [230][320/627] lr: 1.632e-03, eta: 4:46:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6833, loss_cls: 2.4488, loss: 2.4488 2020-07-04 06:31:04,353 - mmaction - INFO - Epoch [230][340/627] lr: 1.632e-03, eta: 4:45:48, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6708, loss_cls: 2.3757, loss: 2.3757 2020-07-04 06:31:22,044 - mmaction - INFO - Epoch [230][360/627] lr: 1.632e-03, eta: 4:45:27, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7021, loss_cls: 2.3816, loss: 2.3816 2020-07-04 06:31:39,831 - mmaction - INFO - Epoch [230][380/627] lr: 1.632e-03, eta: 4:45:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6896, loss_cls: 2.3899, loss: 2.3899 2020-07-04 06:31:57,514 - mmaction - INFO - Epoch [230][400/627] lr: 1.632e-03, eta: 4:44:45, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6812, loss_cls: 2.3920, loss: 2.3920 2020-07-04 06:32:15,217 - mmaction - INFO - Epoch [230][420/627] lr: 1.632e-03, eta: 4:44:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6771, loss_cls: 2.4213, loss: 2.4213 2020-07-04 06:32:32,978 - mmaction - INFO - Epoch [230][440/627] lr: 1.632e-03, eta: 4:44:03, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5063, top5_acc: 0.7167, loss_cls: 2.2463, loss: 2.2463 2020-07-04 06:32:50,704 - mmaction - INFO - Epoch [230][460/627] lr: 1.632e-03, eta: 4:43:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6708, loss_cls: 2.4038, loss: 2.4038 2020-07-04 06:33:08,403 - mmaction - INFO - Epoch [230][480/627] lr: 1.632e-03, eta: 4:43:21, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6583, loss_cls: 2.4119, loss: 2.4119 2020-07-04 06:33:26,143 - mmaction - INFO - Epoch [230][500/627] lr: 1.632e-03, eta: 4:43:00, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7125, loss_cls: 2.3291, loss: 2.3291 2020-07-04 06:33:43,876 - mmaction - INFO - Epoch [230][520/627] lr: 1.632e-03, eta: 4:42:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6833, loss_cls: 2.4205, loss: 2.4205 2020-07-04 06:34:01,631 - mmaction - INFO - Epoch [230][540/627] lr: 1.632e-03, eta: 4:42:18, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7208, loss_cls: 2.1869, loss: 2.1869 2020-07-04 06:34:19,370 - mmaction - INFO - Epoch [230][560/627] lr: 1.632e-03, eta: 4:41:57, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7125, loss_cls: 2.2513, loss: 2.2513 2020-07-04 06:34:37,101 - mmaction - INFO - Epoch [230][580/627] lr: 1.632e-03, eta: 4:41:36, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6688, loss_cls: 2.4693, loss: 2.4693 2020-07-04 06:34:54,801 - mmaction - INFO - Epoch [230][600/627] lr: 1.632e-03, eta: 4:41:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6687, loss_cls: 2.4848, loss: 2.4848 2020-07-04 06:35:12,542 - mmaction - INFO - Epoch [230][620/627] lr: 1.632e-03, eta: 4:40:54, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6437, loss_cls: 2.5012, loss: 2.5012 2020-07-04 06:36:57,795 - mmaction - INFO - Epoch [231][20/627] lr: 1.514e-03, eta: 4:40:34, time: 4.913, data_time: 3.983, memory: 8451, top1_acc: 0.5188, top5_acc: 0.7396, loss_cls: 2.2160, loss: 2.2160 2020-07-04 06:37:15,488 - mmaction - INFO - Epoch [231][40/627] lr: 1.514e-03, eta: 4:40:13, time: 0.884, data_time: 0.004, memory: 8451, top1_acc: 0.5063, top5_acc: 0.6958, loss_cls: 2.2830, loss: 2.2830 2020-07-04 06:37:33,127 - mmaction - INFO - Epoch [231][60/627] lr: 1.514e-03, eta: 4:39:52, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.7042, loss_cls: 2.3605, loss: 2.3605 2020-07-04 06:37:50,822 - mmaction - INFO - Epoch [231][80/627] lr: 1.514e-03, eta: 4:39:31, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6542, loss_cls: 2.4081, loss: 2.4081 2020-07-04 06:38:08,496 - mmaction - INFO - Epoch [231][100/627] lr: 1.514e-03, eta: 4:39:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6917, loss_cls: 2.4407, loss: 2.4407 2020-07-04 06:38:26,192 - mmaction - INFO - Epoch [231][120/627] lr: 1.514e-03, eta: 4:38:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6500, loss_cls: 2.6419, loss: 2.6419 2020-07-04 06:38:43,883 - mmaction - INFO - Epoch [231][140/627] lr: 1.514e-03, eta: 4:38:28, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7083, loss_cls: 2.2942, loss: 2.2942 2020-07-04 06:39:01,576 - mmaction - INFO - Epoch [231][160/627] lr: 1.514e-03, eta: 4:38:07, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7083, loss_cls: 2.3104, loss: 2.3104 2020-07-04 06:39:19,317 - mmaction - INFO - Epoch [231][180/627] lr: 1.514e-03, eta: 4:37:46, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6729, loss_cls: 2.4031, loss: 2.4031 2020-07-04 06:39:37,030 - mmaction - INFO - Epoch [231][200/627] lr: 1.514e-03, eta: 4:37:25, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.4920, loss: 2.4920 2020-07-04 06:39:54,697 - mmaction - INFO - Epoch [231][220/627] lr: 1.514e-03, eta: 4:37:04, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7000, loss_cls: 2.3453, loss: 2.3453 2020-07-04 06:40:12,461 - mmaction - INFO - Epoch [231][240/627] lr: 1.514e-03, eta: 4:36:43, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6729, loss_cls: 2.3355, loss: 2.3355 2020-07-04 06:40:30,182 - mmaction - INFO - Epoch [231][260/627] lr: 1.514e-03, eta: 4:36:22, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6438, loss_cls: 2.5518, loss: 2.5518 2020-07-04 06:40:47,886 - mmaction - INFO - Epoch [231][280/627] lr: 1.514e-03, eta: 4:36:01, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2780, loss: 2.2780 2020-07-04 06:41:05,549 - mmaction - INFO - Epoch [231][300/627] lr: 1.514e-03, eta: 4:35:40, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6458, loss_cls: 2.5256, loss: 2.5256 2020-07-04 06:41:23,234 - mmaction - INFO - Epoch [231][320/627] lr: 1.514e-03, eta: 4:35:19, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6687, loss_cls: 2.4118, loss: 2.4118 2020-07-04 06:41:40,972 - mmaction - INFO - Epoch [231][340/627] lr: 1.514e-03, eta: 4:34:58, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4000, top5_acc: 0.6313, loss_cls: 2.7140, loss: 2.7140 2020-07-04 06:41:58,686 - mmaction - INFO - Epoch [231][360/627] lr: 1.514e-03, eta: 4:34:37, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7292, loss_cls: 2.2638, loss: 2.2638 2020-07-04 06:42:16,441 - mmaction - INFO - Epoch [231][380/627] lr: 1.514e-03, eta: 4:34:16, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6854, loss_cls: 2.4008, loss: 2.4008 2020-07-04 06:42:34,168 - mmaction - INFO - Epoch [231][400/627] lr: 1.514e-03, eta: 4:33:55, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6604, loss_cls: 2.5233, loss: 2.5233 2020-07-04 06:42:51,919 - mmaction - INFO - Epoch [231][420/627] lr: 1.514e-03, eta: 4:33:34, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6833, loss_cls: 2.3667, loss: 2.3667 2020-07-04 06:43:09,636 - mmaction - INFO - Epoch [231][440/627] lr: 1.514e-03, eta: 4:33:13, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6646, loss_cls: 2.4291, loss: 2.4291 2020-07-04 06:43:27,435 - mmaction - INFO - Epoch [231][460/627] lr: 1.514e-03, eta: 4:32:52, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7021, loss_cls: 2.3363, loss: 2.3363 2020-07-04 06:43:45,107 - mmaction - INFO - Epoch [231][480/627] lr: 1.514e-03, eta: 4:32:31, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6708, loss_cls: 2.4126, loss: 2.4126 2020-07-04 06:44:02,849 - mmaction - INFO - Epoch [231][500/627] lr: 1.514e-03, eta: 4:32:10, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6667, loss_cls: 2.4805, loss: 2.4805 2020-07-04 06:44:20,574 - mmaction - INFO - Epoch [231][520/627] lr: 1.514e-03, eta: 4:31:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6667, loss_cls: 2.5687, loss: 2.5687 2020-07-04 06:44:38,334 - mmaction - INFO - Epoch [231][540/627] lr: 1.514e-03, eta: 4:31:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6854, loss_cls: 2.4510, loss: 2.4510 2020-07-04 06:44:56,029 - mmaction - INFO - Epoch [231][560/627] lr: 1.514e-03, eta: 4:31:07, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6521, loss_cls: 2.5043, loss: 2.5043 2020-07-04 06:45:13,773 - mmaction - INFO - Epoch [231][580/627] lr: 1.514e-03, eta: 4:30:46, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6917, loss_cls: 2.3467, loss: 2.3467 2020-07-04 06:45:31,539 - mmaction - INFO - Epoch [231][600/627] lr: 1.514e-03, eta: 4:30:25, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6667, loss_cls: 2.4814, loss: 2.4814 2020-07-04 06:45:49,257 - mmaction - INFO - Epoch [231][620/627] lr: 1.514e-03, eta: 4:30:04, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6812, loss_cls: 2.3474, loss: 2.3474 2020-07-04 06:47:35,366 - mmaction - INFO - Epoch [232][20/627] lr: 1.401e-03, eta: 4:29:44, time: 4.947, data_time: 4.038, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7375, loss_cls: 2.2157, loss: 2.2157 2020-07-04 06:47:53,016 - mmaction - INFO - Epoch [232][40/627] lr: 1.401e-03, eta: 4:29:23, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6875, loss_cls: 2.3996, loss: 2.3996 2020-07-04 06:48:10,673 - mmaction - INFO - Epoch [232][60/627] lr: 1.401e-03, eta: 4:29:02, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6750, loss_cls: 2.4818, loss: 2.4818 2020-07-04 06:48:28,326 - mmaction - INFO - Epoch [232][80/627] lr: 1.401e-03, eta: 4:28:41, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.7208, loss_cls: 2.3156, loss: 2.3156 2020-07-04 06:48:46,018 - mmaction - INFO - Epoch [232][100/627] lr: 1.401e-03, eta: 4:28:20, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.4687, top5_acc: 0.7104, loss_cls: 2.3507, loss: 2.3507 2020-07-04 06:49:03,756 - mmaction - INFO - Epoch [232][120/627] lr: 1.401e-03, eta: 4:27:59, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4167, top5_acc: 0.6604, loss_cls: 2.5605, loss: 2.5605 2020-07-04 06:49:21,493 - mmaction - INFO - Epoch [232][140/627] lr: 1.401e-03, eta: 4:27:38, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6792, loss_cls: 2.4249, loss: 2.4249 2020-07-04 06:49:39,268 - mmaction - INFO - Epoch [232][160/627] lr: 1.401e-03, eta: 4:27:17, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6979, loss_cls: 2.3362, loss: 2.3362 2020-07-04 06:49:56,978 - mmaction - INFO - Epoch [232][180/627] lr: 1.401e-03, eta: 4:26:56, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6917, loss_cls: 2.3718, loss: 2.3718 2020-07-04 06:50:15,079 - mmaction - INFO - Epoch [232][200/627] lr: 1.401e-03, eta: 4:26:35, time: 0.904, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6625, loss_cls: 2.4548, loss: 2.4548 2020-07-04 06:50:32,858 - mmaction - INFO - Epoch [232][220/627] lr: 1.401e-03, eta: 4:26:14, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6792, loss_cls: 2.3088, loss: 2.3088 2020-07-04 06:50:50,597 - mmaction - INFO - Epoch [232][240/627] lr: 1.401e-03, eta: 4:25:53, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6917, loss_cls: 2.3454, loss: 2.3454 2020-07-04 06:51:08,318 - mmaction - INFO - Epoch [232][260/627] lr: 1.401e-03, eta: 4:25:32, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6625, loss_cls: 2.5080, loss: 2.5080 2020-07-04 06:51:26,042 - mmaction - INFO - Epoch [232][280/627] lr: 1.401e-03, eta: 4:25:11, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7125, loss_cls: 2.2646, loss: 2.2646 2020-07-04 06:51:43,736 - mmaction - INFO - Epoch [232][300/627] lr: 1.401e-03, eta: 4:24:50, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7167, loss_cls: 2.2811, loss: 2.2811 2020-07-04 06:52:01,483 - mmaction - INFO - Epoch [232][320/627] lr: 1.401e-03, eta: 4:24:29, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6500, loss_cls: 2.4559, loss: 2.4559 2020-07-04 06:52:19,197 - mmaction - INFO - Epoch [232][340/627] lr: 1.401e-03, eta: 4:24:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7021, loss_cls: 2.3502, loss: 2.3502 2020-07-04 06:52:36,964 - mmaction - INFO - Epoch [232][360/627] lr: 1.401e-03, eta: 4:23:47, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4687, top5_acc: 0.6833, loss_cls: 2.3632, loss: 2.3632 2020-07-04 06:52:54,715 - mmaction - INFO - Epoch [232][380/627] lr: 1.401e-03, eta: 4:23:26, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4812, top5_acc: 0.6792, loss_cls: 2.3886, loss: 2.3886 2020-07-04 06:53:12,490 - mmaction - INFO - Epoch [232][400/627] lr: 1.401e-03, eta: 4:23:05, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6875, loss_cls: 2.4412, loss: 2.4412 2020-07-04 06:53:30,245 - mmaction - INFO - Epoch [232][420/627] lr: 1.401e-03, eta: 4:22:44, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7167, loss_cls: 2.2724, loss: 2.2724 2020-07-04 06:53:47,966 - mmaction - INFO - Epoch [232][440/627] lr: 1.401e-03, eta: 4:22:23, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6792, loss_cls: 2.4265, loss: 2.4265 2020-07-04 06:54:05,689 - mmaction - INFO - Epoch [232][460/627] lr: 1.401e-03, eta: 4:22:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3953, loss: 2.3953 2020-07-04 06:54:23,429 - mmaction - INFO - Epoch [232][480/627] lr: 1.401e-03, eta: 4:21:41, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7167, loss_cls: 2.2458, loss: 2.2458 2020-07-04 06:54:41,151 - mmaction - INFO - Epoch [232][500/627] lr: 1.401e-03, eta: 4:21:20, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6729, loss_cls: 2.3809, loss: 2.3809 2020-07-04 06:54:58,903 - mmaction - INFO - Epoch [232][520/627] lr: 1.401e-03, eta: 4:20:59, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6979, loss_cls: 2.3723, loss: 2.3723 2020-07-04 06:55:16,724 - mmaction - INFO - Epoch [232][540/627] lr: 1.401e-03, eta: 4:20:38, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6896, loss_cls: 2.4259, loss: 2.4259 2020-07-04 06:55:34,490 - mmaction - INFO - Epoch [232][560/627] lr: 1.401e-03, eta: 4:20:17, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6875, loss_cls: 2.4159, loss: 2.4159 2020-07-04 06:55:52,251 - mmaction - INFO - Epoch [232][580/627] lr: 1.401e-03, eta: 4:19:56, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6750, loss_cls: 2.5117, loss: 2.5117 2020-07-04 06:56:10,006 - mmaction - INFO - Epoch [232][600/627] lr: 1.401e-03, eta: 4:19:35, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6917, loss_cls: 2.3002, loss: 2.3002 2020-07-04 06:56:27,737 - mmaction - INFO - Epoch [232][620/627] lr: 1.401e-03, eta: 4:19:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6917, loss_cls: 2.4453, loss: 2.4453 2020-07-04 06:56:35,088 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-07-04 06:58:30,034 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-04 06:58:30,991 - mmaction - INFO - top1_acc 0.4937 top5_acc 0.7330 2020-07-04 06:58:30,991 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-04 06:58:31,063 - mmaction - INFO - mean_acc 0.4937 2020-07-04 06:58:31,071 - mmaction - INFO - Epoch [232][627/627] lr: 1.401e-03, top1_acc: 0.4937, top5_acc: 0.7330, mean_class_accuracy: 0.4937 2020-07-04 07:00:39,182 - mmaction - INFO - Epoch [233][20/627] lr: 1.292e-03, eta: 4:18:57, time: 6.397, data_time: 4.447, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6729, loss_cls: 2.4077, loss: 2.4077 2020-07-04 07:00:56,783 - mmaction - INFO - Epoch [233][40/627] lr: 1.292e-03, eta: 4:18:36, time: 0.886, data_time: 0.012, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7021, loss_cls: 2.2887, loss: 2.2887 2020-07-04 07:01:14,405 - mmaction - INFO - Epoch [233][60/627] lr: 1.292e-03, eta: 4:18:15, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6708, loss_cls: 2.4661, loss: 2.4661 2020-07-04 07:01:32,071 - mmaction - INFO - Epoch [233][80/627] lr: 1.292e-03, eta: 4:17:54, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7188, loss_cls: 2.2811, loss: 2.2811 2020-07-04 07:01:49,739 - mmaction - INFO - Epoch [233][100/627] lr: 1.292e-03, eta: 4:17:33, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6979, loss_cls: 2.4320, loss: 2.4320 2020-07-04 07:02:07,414 - mmaction - INFO - Epoch [233][120/627] lr: 1.292e-03, eta: 4:17:12, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6875, loss_cls: 2.3502, loss: 2.3502 2020-07-04 07:02:25,105 - mmaction - INFO - Epoch [233][140/627] lr: 1.292e-03, eta: 4:16:51, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6625, loss_cls: 2.4702, loss: 2.4702 2020-07-04 07:02:42,837 - mmaction - INFO - Epoch [233][160/627] lr: 1.292e-03, eta: 4:16:30, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.5218, loss: 2.5218 2020-07-04 07:03:00,592 - mmaction - INFO - Epoch [233][180/627] lr: 1.292e-03, eta: 4:16:09, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6687, loss_cls: 2.4835, loss: 2.4835 2020-07-04 07:03:18,295 - mmaction - INFO - Epoch [233][200/627] lr: 1.292e-03, eta: 4:15:48, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.4425, loss: 2.4425 2020-07-04 07:03:36,054 - mmaction - INFO - Epoch [233][220/627] lr: 1.292e-03, eta: 4:15:27, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.7188, loss_cls: 2.2452, loss: 2.2452 2020-07-04 07:03:53,761 - mmaction - INFO - Epoch [233][240/627] lr: 1.292e-03, eta: 4:15:06, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6958, loss_cls: 2.3271, loss: 2.3271 2020-07-04 07:04:11,458 - mmaction - INFO - Epoch [233][260/627] lr: 1.292e-03, eta: 4:14:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6917, loss_cls: 2.4472, loss: 2.4472 2020-07-04 07:04:29,190 - mmaction - INFO - Epoch [233][280/627] lr: 1.292e-03, eta: 4:14:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6917, loss_cls: 2.4739, loss: 2.4739 2020-07-04 07:04:46,939 - mmaction - INFO - Epoch [233][300/627] lr: 1.292e-03, eta: 4:14:03, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6771, loss_cls: 2.3937, loss: 2.3937 2020-07-04 07:05:06,617 - mmaction - INFO - Epoch [233][320/627] lr: 1.292e-03, eta: 4:13:42, time: 0.981, data_time: 0.003, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6708, loss_cls: 2.3437, loss: 2.3437 2020-07-04 07:05:24,375 - mmaction - INFO - Epoch [233][340/627] lr: 1.292e-03, eta: 4:13:21, time: 0.892, data_time: 0.007, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6854, loss_cls: 2.3863, loss: 2.3863 2020-07-04 07:05:42,093 - mmaction - INFO - Epoch [233][360/627] lr: 1.292e-03, eta: 4:13:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6563, loss_cls: 2.5139, loss: 2.5139 2020-07-04 07:05:59,860 - mmaction - INFO - Epoch [233][380/627] lr: 1.292e-03, eta: 4:12:40, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6813, loss_cls: 2.3468, loss: 2.3468 2020-07-04 07:06:17,634 - mmaction - INFO - Epoch [233][400/627] lr: 1.292e-03, eta: 4:12:19, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7208, loss_cls: 2.2605, loss: 2.2605 2020-07-04 07:06:35,357 - mmaction - INFO - Epoch [233][420/627] lr: 1.292e-03, eta: 4:11:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6979, loss_cls: 2.4304, loss: 2.4304 2020-07-04 07:06:53,119 - mmaction - INFO - Epoch [233][440/627] lr: 1.292e-03, eta: 4:11:37, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7146, loss_cls: 2.2265, loss: 2.2265 2020-07-04 07:07:10,892 - mmaction - INFO - Epoch [233][460/627] lr: 1.292e-03, eta: 4:11:16, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6833, loss_cls: 2.4070, loss: 2.4070 2020-07-04 07:07:28,639 - mmaction - INFO - Epoch [233][480/627] lr: 1.292e-03, eta: 4:10:55, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7021, loss_cls: 2.3584, loss: 2.3584 2020-07-04 07:07:46,358 - mmaction - INFO - Epoch [233][500/627] lr: 1.292e-03, eta: 4:10:34, time: 0.886, data_time: 0.005, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6563, loss_cls: 2.5018, loss: 2.5018 2020-07-04 07:08:04,080 - mmaction - INFO - Epoch [233][520/627] lr: 1.292e-03, eta: 4:10:13, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6562, loss_cls: 2.5182, loss: 2.5182 2020-07-04 07:08:21,850 - mmaction - INFO - Epoch [233][540/627] lr: 1.292e-03, eta: 4:09:52, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.5062, top5_acc: 0.6875, loss_cls: 2.2983, loss: 2.2983 2020-07-04 07:08:39,618 - mmaction - INFO - Epoch [233][560/627] lr: 1.292e-03, eta: 4:09:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6917, loss_cls: 2.3587, loss: 2.3587 2020-07-04 07:08:57,360 - mmaction - INFO - Epoch [233][580/627] lr: 1.292e-03, eta: 4:09:10, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7021, loss_cls: 2.2943, loss: 2.2943 2020-07-04 07:09:15,147 - mmaction - INFO - Epoch [233][600/627] lr: 1.292e-03, eta: 4:08:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7146, loss_cls: 2.2993, loss: 2.2993 2020-07-04 07:09:32,848 - mmaction - INFO - Epoch [233][620/627] lr: 1.292e-03, eta: 4:08:28, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6812, loss_cls: 2.3832, loss: 2.3832 2020-07-04 07:11:44,641 - mmaction - INFO - Epoch [234][20/627] lr: 1.187e-03, eta: 4:08:09, time: 5.923, data_time: 4.871, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6958, loss_cls: 2.2591, loss: 2.2591 2020-07-04 07:12:02,225 - mmaction - INFO - Epoch [234][40/627] lr: 1.187e-03, eta: 4:07:48, time: 0.878, data_time: 0.001, memory: 8451, top1_acc: 0.5208, top5_acc: 0.7146, loss_cls: 2.2376, loss: 2.2376 2020-07-04 07:12:19,803 - mmaction - INFO - Epoch [234][60/627] lr: 1.187e-03, eta: 4:07:27, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6771, loss_cls: 2.4815, loss: 2.4815 2020-07-04 07:12:37,444 - mmaction - INFO - Epoch [234][80/627] lr: 1.187e-03, eta: 4:07:06, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.3996, loss: 2.3996 2020-07-04 07:12:55,143 - mmaction - INFO - Epoch [234][100/627] lr: 1.187e-03, eta: 4:06:45, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6917, loss_cls: 2.3427, loss: 2.3427 2020-07-04 07:13:12,820 - mmaction - INFO - Epoch [234][120/627] lr: 1.187e-03, eta: 4:06:24, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6979, loss_cls: 2.2535, loss: 2.2535 2020-07-04 07:13:30,488 - mmaction - INFO - Epoch [234][140/627] lr: 1.187e-03, eta: 4:06:03, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4812, top5_acc: 0.7042, loss_cls: 2.3753, loss: 2.3753 2020-07-04 07:13:48,202 - mmaction - INFO - Epoch [234][160/627] lr: 1.187e-03, eta: 4:05:42, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.7354, loss_cls: 2.2532, loss: 2.2532 2020-07-04 07:14:05,909 - mmaction - INFO - Epoch [234][180/627] lr: 1.187e-03, eta: 4:05:21, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.5062, top5_acc: 0.7021, loss_cls: 2.2584, loss: 2.2584 2020-07-04 07:14:23,567 - mmaction - INFO - Epoch [234][200/627] lr: 1.187e-03, eta: 4:05:00, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.4563, top5_acc: 0.7104, loss_cls: 2.3141, loss: 2.3141 2020-07-04 07:14:41,265 - mmaction - INFO - Epoch [234][220/627] lr: 1.187e-03, eta: 4:04:39, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.4182, loss: 2.4182 2020-07-04 07:14:58,992 - mmaction - INFO - Epoch [234][240/627] lr: 1.187e-03, eta: 4:04:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6979, loss_cls: 2.3666, loss: 2.3666 2020-07-04 07:15:19,287 - mmaction - INFO - Epoch [234][260/627] lr: 1.187e-03, eta: 4:03:58, time: 1.012, data_time: 0.002, memory: 8451, top1_acc: 0.4687, top5_acc: 0.6875, loss_cls: 2.4452, loss: 2.4452 2020-07-04 07:15:37,067 - mmaction - INFO - Epoch [234][280/627] lr: 1.187e-03, eta: 4:03:37, time: 0.892, data_time: 0.004, memory: 8451, top1_acc: 0.4667, top5_acc: 0.7063, loss_cls: 2.2673, loss: 2.2673 2020-07-04 07:15:54,835 - mmaction - INFO - Epoch [234][300/627] lr: 1.187e-03, eta: 4:03:16, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6792, loss_cls: 2.4061, loss: 2.4061 2020-07-04 07:16:12,574 - mmaction - INFO - Epoch [234][320/627] lr: 1.187e-03, eta: 4:02:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6625, loss_cls: 2.5119, loss: 2.5119 2020-07-04 07:16:30,292 - mmaction - INFO - Epoch [234][340/627] lr: 1.187e-03, eta: 4:02:34, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6854, loss_cls: 2.4172, loss: 2.4172 2020-07-04 07:16:48,030 - mmaction - INFO - Epoch [234][360/627] lr: 1.187e-03, eta: 4:02:13, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6896, loss_cls: 2.3632, loss: 2.3632 2020-07-04 07:17:05,722 - mmaction - INFO - Epoch [234][380/627] lr: 1.187e-03, eta: 4:01:52, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6396, loss_cls: 2.6116, loss: 2.6116 2020-07-04 07:17:23,446 - mmaction - INFO - Epoch [234][400/627] lr: 1.187e-03, eta: 4:01:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6729, loss_cls: 2.5041, loss: 2.5041 2020-07-04 07:17:41,135 - mmaction - INFO - Epoch [234][420/627] lr: 1.187e-03, eta: 4:01:10, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6958, loss_cls: 2.3758, loss: 2.3758 2020-07-04 07:17:58,879 - mmaction - INFO - Epoch [234][440/627] lr: 1.187e-03, eta: 4:00:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.7000, loss_cls: 2.3551, loss: 2.3551 2020-07-04 07:18:16,548 - mmaction - INFO - Epoch [234][460/627] lr: 1.187e-03, eta: 4:00:28, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6875, loss_cls: 2.3418, loss: 2.3418 2020-07-04 07:18:34,266 - mmaction - INFO - Epoch [234][480/627] lr: 1.187e-03, eta: 4:00:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6792, loss_cls: 2.3840, loss: 2.3840 2020-07-04 07:18:51,995 - mmaction - INFO - Epoch [234][500/627] lr: 1.187e-03, eta: 3:59:46, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4313, top5_acc: 0.6708, loss_cls: 2.4929, loss: 2.4929 2020-07-04 07:19:09,720 - mmaction - INFO - Epoch [234][520/627] lr: 1.187e-03, eta: 3:59:25, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6979, loss_cls: 2.4010, loss: 2.4010 2020-07-04 07:19:27,455 - mmaction - INFO - Epoch [234][540/627] lr: 1.187e-03, eta: 3:59:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6646, loss_cls: 2.4235, loss: 2.4235 2020-07-04 07:19:45,179 - mmaction - INFO - Epoch [234][560/627] lr: 1.187e-03, eta: 3:58:43, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6813, loss_cls: 2.4167, loss: 2.4167 2020-07-04 07:20:02,874 - mmaction - INFO - Epoch [234][580/627] lr: 1.187e-03, eta: 3:58:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6875, loss_cls: 2.4167, loss: 2.4167 2020-07-04 07:20:20,530 - mmaction - INFO - Epoch [234][600/627] lr: 1.187e-03, eta: 3:58:01, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.4216, loss: 2.4216 2020-07-04 07:20:38,228 - mmaction - INFO - Epoch [234][620/627] lr: 1.187e-03, eta: 3:57:40, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4708, top5_acc: 0.7021, loss_cls: 2.3607, loss: 2.3607 2020-07-04 07:22:42,675 - mmaction - INFO - Epoch [235][20/627] lr: 1.087e-03, eta: 3:57:21, time: 5.874, data_time: 4.063, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6938, loss_cls: 2.2805, loss: 2.2805 2020-07-04 07:23:00,333 - mmaction - INFO - Epoch [235][40/627] lr: 1.087e-03, eta: 3:57:00, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6875, loss_cls: 2.2543, loss: 2.2543 2020-07-04 07:23:17,967 - mmaction - INFO - Epoch [235][60/627] lr: 1.087e-03, eta: 3:56:39, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6750, loss_cls: 2.4120, loss: 2.4120 2020-07-04 07:23:35,611 - mmaction - INFO - Epoch [235][80/627] lr: 1.087e-03, eta: 3:56:18, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.7083, loss_cls: 2.2775, loss: 2.2775 2020-07-04 07:23:53,273 - mmaction - INFO - Epoch [235][100/627] lr: 1.087e-03, eta: 3:55:57, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7187, loss_cls: 2.3447, loss: 2.3447 2020-07-04 07:24:10,972 - mmaction - INFO - Epoch [235][120/627] lr: 1.087e-03, eta: 3:55:36, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6937, loss_cls: 2.2864, loss: 2.2864 2020-07-04 07:24:28,661 - mmaction - INFO - Epoch [235][140/627] lr: 1.087e-03, eta: 3:55:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6708, loss_cls: 2.4835, loss: 2.4835 2020-07-04 07:24:46,367 - mmaction - INFO - Epoch [235][160/627] lr: 1.087e-03, eta: 3:54:54, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7229, loss_cls: 2.2661, loss: 2.2661 2020-07-04 07:25:04,497 - mmaction - INFO - Epoch [235][180/627] lr: 1.087e-03, eta: 3:54:34, time: 0.908, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6854, loss_cls: 2.3684, loss: 2.3684 2020-07-04 07:25:22,192 - mmaction - INFO - Epoch [235][200/627] lr: 1.087e-03, eta: 3:54:13, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7146, loss_cls: 2.3274, loss: 2.3274 2020-07-04 07:25:39,922 - mmaction - INFO - Epoch [235][220/627] lr: 1.087e-03, eta: 3:53:52, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6583, loss_cls: 2.5624, loss: 2.5624 2020-07-04 07:25:57,600 - mmaction - INFO - Epoch [235][240/627] lr: 1.087e-03, eta: 3:53:31, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6979, loss_cls: 2.2795, loss: 2.2795 2020-07-04 07:26:15,335 - mmaction - INFO - Epoch [235][260/627] lr: 1.087e-03, eta: 3:53:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6875, loss_cls: 2.4339, loss: 2.4339 2020-07-04 07:26:33,076 - mmaction - INFO - Epoch [235][280/627] lr: 1.087e-03, eta: 3:52:49, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6583, loss_cls: 2.5014, loss: 2.5014 2020-07-04 07:26:50,779 - mmaction - INFO - Epoch [235][300/627] lr: 1.087e-03, eta: 3:52:28, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7354, loss_cls: 2.1848, loss: 2.1848 2020-07-04 07:27:08,500 - mmaction - INFO - Epoch [235][320/627] lr: 1.087e-03, eta: 3:52:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2698, loss: 2.2698 2020-07-04 07:27:26,251 - mmaction - INFO - Epoch [235][340/627] lr: 1.087e-03, eta: 3:51:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4812, top5_acc: 0.6979, loss_cls: 2.2882, loss: 2.2882 2020-07-04 07:27:44,031 - mmaction - INFO - Epoch [235][360/627] lr: 1.087e-03, eta: 3:51:25, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6708, loss_cls: 2.4632, loss: 2.4632 2020-07-04 07:28:01,734 - mmaction - INFO - Epoch [235][380/627] lr: 1.087e-03, eta: 3:51:04, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7000, loss_cls: 2.3616, loss: 2.3616 2020-07-04 07:28:19,461 - mmaction - INFO - Epoch [235][400/627] lr: 1.087e-03, eta: 3:50:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6917, loss_cls: 2.2698, loss: 2.2698 2020-07-04 07:28:37,240 - mmaction - INFO - Epoch [235][420/627] lr: 1.087e-03, eta: 3:50:22, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2546, loss: 2.2546 2020-07-04 07:28:55,011 - mmaction - INFO - Epoch [235][440/627] lr: 1.087e-03, eta: 3:50:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7042, loss_cls: 2.3416, loss: 2.3416 2020-07-04 07:29:12,705 - mmaction - INFO - Epoch [235][460/627] lr: 1.087e-03, eta: 3:49:40, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6813, loss_cls: 2.4569, loss: 2.4569 2020-07-04 07:29:30,480 - mmaction - INFO - Epoch [235][480/627] lr: 1.087e-03, eta: 3:49:19, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7000, loss_cls: 2.2515, loss: 2.2515 2020-07-04 07:29:48,201 - mmaction - INFO - Epoch [235][500/627] lr: 1.087e-03, eta: 3:48:58, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7271, loss_cls: 2.2429, loss: 2.2429 2020-07-04 07:30:05,988 - mmaction - INFO - Epoch [235][520/627] lr: 1.087e-03, eta: 3:48:37, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6812, loss_cls: 2.3535, loss: 2.3535 2020-07-04 07:30:23,694 - mmaction - INFO - Epoch [235][540/627] lr: 1.087e-03, eta: 3:48:16, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7208, loss_cls: 2.2068, loss: 2.2068 2020-07-04 07:30:41,462 - mmaction - INFO - Epoch [235][560/627] lr: 1.087e-03, eta: 3:47:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6458, loss_cls: 2.4901, loss: 2.4901 2020-07-04 07:30:59,236 - mmaction - INFO - Epoch [235][580/627] lr: 1.087e-03, eta: 3:47:35, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6667, loss_cls: 2.3944, loss: 2.3944 2020-07-04 07:31:16,991 - mmaction - INFO - Epoch [235][600/627] lr: 1.087e-03, eta: 3:47:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6833, loss_cls: 2.4855, loss: 2.4855 2020-07-04 07:31:34,712 - mmaction - INFO - Epoch [235][620/627] lr: 1.087e-03, eta: 3:46:53, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6792, loss_cls: 2.3971, loss: 2.3971 2020-07-04 07:33:19,274 - mmaction - INFO - Epoch [236][20/627] lr: 9.907e-04, eta: 3:46:31, time: 4.840, data_time: 3.812, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6583, loss_cls: 2.4626, loss: 2.4626 2020-07-04 07:33:36,883 - mmaction - INFO - Epoch [236][40/627] lr: 9.907e-04, eta: 3:46:10, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7146, loss_cls: 2.2506, loss: 2.2506 2020-07-04 07:33:54,560 - mmaction - INFO - Epoch [236][60/627] lr: 9.907e-04, eta: 3:45:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6813, loss_cls: 2.4651, loss: 2.4651 2020-07-04 07:34:12,229 - mmaction - INFO - Epoch [236][80/627] lr: 9.907e-04, eta: 3:45:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6917, loss_cls: 2.4328, loss: 2.4328 2020-07-04 07:34:29,933 - mmaction - INFO - Epoch [236][100/627] lr: 9.907e-04, eta: 3:45:07, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6917, loss_cls: 2.4259, loss: 2.4259 2020-07-04 07:34:47,629 - mmaction - INFO - Epoch [236][120/627] lr: 9.907e-04, eta: 3:44:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6750, loss_cls: 2.5260, loss: 2.5260 2020-07-04 07:35:07,830 - mmaction - INFO - Epoch [236][140/627] lr: 9.907e-04, eta: 3:44:26, time: 1.005, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6917, loss_cls: 2.2959, loss: 2.2959 2020-07-04 07:35:25,553 - mmaction - INFO - Epoch [236][160/627] lr: 9.907e-04, eta: 3:44:05, time: 0.891, data_time: 0.009, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6542, loss_cls: 2.5146, loss: 2.5146 2020-07-04 07:35:43,258 - mmaction - INFO - Epoch [236][180/627] lr: 9.907e-04, eta: 3:43:44, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7312, loss_cls: 2.1834, loss: 2.1834 2020-07-04 07:36:00,961 - mmaction - INFO - Epoch [236][200/627] lr: 9.907e-04, eta: 3:43:23, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6688, loss_cls: 2.5668, loss: 2.5668 2020-07-04 07:36:18,658 - mmaction - INFO - Epoch [236][220/627] lr: 9.907e-04, eta: 3:43:02, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7062, loss_cls: 2.2640, loss: 2.2640 2020-07-04 07:36:36,371 - mmaction - INFO - Epoch [236][240/627] lr: 9.907e-04, eta: 3:42:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7167, loss_cls: 2.2863, loss: 2.2863 2020-07-04 07:36:54,052 - mmaction - INFO - Epoch [236][260/627] lr: 9.907e-04, eta: 3:42:20, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.7208, loss_cls: 2.2870, loss: 2.2870 2020-07-04 07:37:11,768 - mmaction - INFO - Epoch [236][280/627] lr: 9.907e-04, eta: 3:41:59, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6688, loss_cls: 2.4102, loss: 2.4102 2020-07-04 07:37:29,480 - mmaction - INFO - Epoch [236][300/627] lr: 9.907e-04, eta: 3:41:38, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6813, loss_cls: 2.4235, loss: 2.4235 2020-07-04 07:37:47,159 - mmaction - INFO - Epoch [236][320/627] lr: 9.907e-04, eta: 3:41:17, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6729, loss_cls: 2.4830, loss: 2.4830 2020-07-04 07:38:04,874 - mmaction - INFO - Epoch [236][340/627] lr: 9.907e-04, eta: 3:40:56, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6375, loss_cls: 2.5410, loss: 2.5410 2020-07-04 07:38:22,570 - mmaction - INFO - Epoch [236][360/627] lr: 9.907e-04, eta: 3:40:35, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6813, loss_cls: 2.3946, loss: 2.3946 2020-07-04 07:38:40,271 - mmaction - INFO - Epoch [236][380/627] lr: 9.907e-04, eta: 3:40:14, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6729, loss_cls: 2.4434, loss: 2.4434 2020-07-04 07:38:57,955 - mmaction - INFO - Epoch [236][400/627] lr: 9.907e-04, eta: 3:39:53, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6479, loss_cls: 2.5916, loss: 2.5916 2020-07-04 07:39:15,646 - mmaction - INFO - Epoch [236][420/627] lr: 9.907e-04, eta: 3:39:33, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6833, loss_cls: 2.4577, loss: 2.4577 2020-07-04 07:39:33,401 - mmaction - INFO - Epoch [236][440/627] lr: 9.907e-04, eta: 3:39:12, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6771, loss_cls: 2.4023, loss: 2.4023 2020-07-04 07:39:51,058 - mmaction - INFO - Epoch [236][460/627] lr: 9.907e-04, eta: 3:38:51, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.7042, loss_cls: 2.3528, loss: 2.3528 2020-07-04 07:40:08,837 - mmaction - INFO - Epoch [236][480/627] lr: 9.907e-04, eta: 3:38:30, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7083, loss_cls: 2.2487, loss: 2.2487 2020-07-04 07:40:26,524 - mmaction - INFO - Epoch [236][500/627] lr: 9.907e-04, eta: 3:38:09, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7104, loss_cls: 2.2497, loss: 2.2497 2020-07-04 07:40:44,255 - mmaction - INFO - Epoch [236][520/627] lr: 9.907e-04, eta: 3:37:48, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6875, loss_cls: 2.4105, loss: 2.4105 2020-07-04 07:41:02,016 - mmaction - INFO - Epoch [236][540/627] lr: 9.907e-04, eta: 3:37:27, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7479, loss_cls: 2.2251, loss: 2.2251 2020-07-04 07:41:19,724 - mmaction - INFO - Epoch [236][560/627] lr: 9.907e-04, eta: 3:37:06, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7021, loss_cls: 2.2603, loss: 2.2603 2020-07-04 07:41:37,379 - mmaction - INFO - Epoch [236][580/627] lr: 9.907e-04, eta: 3:36:45, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6667, loss_cls: 2.4305, loss: 2.4305 2020-07-04 07:41:55,112 - mmaction - INFO - Epoch [236][600/627] lr: 9.907e-04, eta: 3:36:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5333, top5_acc: 0.7562, loss_cls: 2.0641, loss: 2.0641 2020-07-04 07:42:12,836 - mmaction - INFO - Epoch [236][620/627] lr: 9.907e-04, eta: 3:36:03, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5062, top5_acc: 0.7000, loss_cls: 2.2801, loss: 2.2801 2020-07-04 07:44:16,046 - mmaction - INFO - Epoch [237][20/627] lr: 8.991e-04, eta: 3:35:43, time: 5.725, data_time: 4.810, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6958, loss_cls: 2.2993, loss: 2.2993 2020-07-04 07:44:33,647 - mmaction - INFO - Epoch [237][40/627] lr: 8.991e-04, eta: 3:35:22, time: 0.879, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6958, loss_cls: 2.3989, loss: 2.3989 2020-07-04 07:44:51,287 - mmaction - INFO - Epoch [237][60/627] lr: 8.991e-04, eta: 3:35:01, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6792, loss_cls: 2.4395, loss: 2.4395 2020-07-04 07:45:09,371 - mmaction - INFO - Epoch [237][80/627] lr: 8.991e-04, eta: 3:34:40, time: 0.904, data_time: 0.003, memory: 8451, top1_acc: 0.5188, top5_acc: 0.6875, loss_cls: 2.2119, loss: 2.2119 2020-07-04 07:45:27,036 - mmaction - INFO - Epoch [237][100/627] lr: 8.991e-04, eta: 3:34:19, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.5083, top5_acc: 0.6937, loss_cls: 2.3033, loss: 2.3033 2020-07-04 07:45:44,756 - mmaction - INFO - Epoch [237][120/627] lr: 8.991e-04, eta: 3:33:58, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7062, loss_cls: 2.2538, loss: 2.2538 2020-07-04 07:46:02,521 - mmaction - INFO - Epoch [237][140/627] lr: 8.991e-04, eta: 3:33:37, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5500, top5_acc: 0.7167, loss_cls: 2.0949, loss: 2.0949 2020-07-04 07:46:20,210 - mmaction - INFO - Epoch [237][160/627] lr: 8.991e-04, eta: 3:33:16, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7208, loss_cls: 2.2909, loss: 2.2909 2020-07-04 07:46:37,945 - mmaction - INFO - Epoch [237][180/627] lr: 8.991e-04, eta: 3:32:55, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7146, loss_cls: 2.3479, loss: 2.3479 2020-07-04 07:46:55,649 - mmaction - INFO - Epoch [237][200/627] lr: 8.991e-04, eta: 3:32:35, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6896, loss_cls: 2.3464, loss: 2.3464 2020-07-04 07:47:13,368 - mmaction - INFO - Epoch [237][220/627] lr: 8.991e-04, eta: 3:32:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6833, loss_cls: 2.4128, loss: 2.4128 2020-07-04 07:47:31,115 - mmaction - INFO - Epoch [237][240/627] lr: 8.991e-04, eta: 3:31:53, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.2896, loss: 2.2896 2020-07-04 07:47:48,817 - mmaction - INFO - Epoch [237][260/627] lr: 8.991e-04, eta: 3:31:32, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6750, loss_cls: 2.4179, loss: 2.4179 2020-07-04 07:48:06,558 - mmaction - INFO - Epoch [237][280/627] lr: 8.991e-04, eta: 3:31:11, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4708, top5_acc: 0.7021, loss_cls: 2.2982, loss: 2.2982 2020-07-04 07:48:24,217 - mmaction - INFO - Epoch [237][300/627] lr: 8.991e-04, eta: 3:30:50, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6521, loss_cls: 2.5227, loss: 2.5227 2020-07-04 07:48:41,914 - mmaction - INFO - Epoch [237][320/627] lr: 8.991e-04, eta: 3:30:29, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6958, loss_cls: 2.2843, loss: 2.2843 2020-07-04 07:48:59,678 - mmaction - INFO - Epoch [237][340/627] lr: 8.991e-04, eta: 3:30:08, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7042, loss_cls: 2.2898, loss: 2.2898 2020-07-04 07:49:17,397 - mmaction - INFO - Epoch [237][360/627] lr: 8.991e-04, eta: 3:29:47, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6771, loss_cls: 2.4609, loss: 2.4609 2020-07-04 07:49:35,129 - mmaction - INFO - Epoch [237][380/627] lr: 8.991e-04, eta: 3:29:26, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7229, loss_cls: 2.2527, loss: 2.2527 2020-07-04 07:49:52,827 - mmaction - INFO - Epoch [237][400/627] lr: 8.991e-04, eta: 3:29:05, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6854, loss_cls: 2.4014, loss: 2.4014 2020-07-04 07:50:10,560 - mmaction - INFO - Epoch [237][420/627] lr: 8.991e-04, eta: 3:28:44, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6917, loss_cls: 2.4149, loss: 2.4149 2020-07-04 07:50:28,273 - mmaction - INFO - Epoch [237][440/627] lr: 8.991e-04, eta: 3:28:23, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6896, loss_cls: 2.4688, loss: 2.4688 2020-07-04 07:50:46,040 - mmaction - INFO - Epoch [237][460/627] lr: 8.991e-04, eta: 3:28:03, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7458, loss_cls: 2.2316, loss: 2.2316 2020-07-04 07:51:03,888 - mmaction - INFO - Epoch [237][480/627] lr: 8.991e-04, eta: 3:27:42, time: 0.891, data_time: 0.011, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6979, loss_cls: 2.3306, loss: 2.3306 2020-07-04 07:51:21,607 - mmaction - INFO - Epoch [237][500/627] lr: 8.991e-04, eta: 3:27:21, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6687, loss_cls: 2.5113, loss: 2.5113 2020-07-04 07:51:39,367 - mmaction - INFO - Epoch [237][520/627] lr: 8.991e-04, eta: 3:27:00, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6792, loss_cls: 2.4358, loss: 2.4358 2020-07-04 07:51:57,080 - mmaction - INFO - Epoch [237][540/627] lr: 8.991e-04, eta: 3:26:39, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4250, top5_acc: 0.6292, loss_cls: 2.6124, loss: 2.6124 2020-07-04 07:52:14,851 - mmaction - INFO - Epoch [237][560/627] lr: 8.991e-04, eta: 3:26:18, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6979, loss_cls: 2.2458, loss: 2.2458 2020-07-04 07:52:32,569 - mmaction - INFO - Epoch [237][580/627] lr: 8.991e-04, eta: 3:25:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.7146, loss_cls: 2.3334, loss: 2.3334 2020-07-04 07:52:50,323 - mmaction - INFO - Epoch [237][600/627] lr: 8.991e-04, eta: 3:25:36, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6875, loss_cls: 2.3874, loss: 2.3874 2020-07-04 07:53:08,014 - mmaction - INFO - Epoch [237][620/627] lr: 8.991e-04, eta: 3:25:15, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4396, top5_acc: 0.6938, loss_cls: 2.4299, loss: 2.4299 2020-07-04 07:55:10,773 - mmaction - INFO - Epoch [238][20/627] lr: 8.118e-04, eta: 3:24:55, time: 5.720, data_time: 4.041, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6729, loss_cls: 2.4182, loss: 2.4182 2020-07-04 07:55:28,340 - mmaction - INFO - Epoch [238][40/627] lr: 8.118e-04, eta: 3:24:34, time: 0.881, data_time: 0.004, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6583, loss_cls: 2.4231, loss: 2.4231 2020-07-04 07:55:45,986 - mmaction - INFO - Epoch [238][60/627] lr: 8.118e-04, eta: 3:24:13, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.5250, top5_acc: 0.7250, loss_cls: 2.2173, loss: 2.2173 2020-07-04 07:56:03,644 - mmaction - INFO - Epoch [238][80/627] lr: 8.118e-04, eta: 3:23:52, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6813, loss_cls: 2.4589, loss: 2.4589 2020-07-04 07:56:21,366 - mmaction - INFO - Epoch [238][100/627] lr: 8.118e-04, eta: 3:23:31, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6792, loss_cls: 2.3086, loss: 2.3086 2020-07-04 07:56:39,059 - mmaction - INFO - Epoch [238][120/627] lr: 8.118e-04, eta: 3:23:10, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6979, loss_cls: 2.2559, loss: 2.2559 2020-07-04 07:56:56,759 - mmaction - INFO - Epoch [238][140/627] lr: 8.118e-04, eta: 3:22:49, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6979, loss_cls: 2.3216, loss: 2.3216 2020-07-04 07:57:14,480 - mmaction - INFO - Epoch [238][160/627] lr: 8.118e-04, eta: 3:22:28, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6771, loss_cls: 2.3225, loss: 2.3225 2020-07-04 07:57:32,187 - mmaction - INFO - Epoch [238][180/627] lr: 8.118e-04, eta: 3:22:07, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7271, loss_cls: 2.1845, loss: 2.1845 2020-07-04 07:57:49,954 - mmaction - INFO - Epoch [238][200/627] lr: 8.118e-04, eta: 3:21:46, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6854, loss_cls: 2.3622, loss: 2.3622 2020-07-04 07:58:07,682 - mmaction - INFO - Epoch [238][220/627] lr: 8.118e-04, eta: 3:21:25, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7354, loss_cls: 2.2527, loss: 2.2527 2020-07-04 07:58:25,398 - mmaction - INFO - Epoch [238][240/627] lr: 8.118e-04, eta: 3:21:04, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6854, loss_cls: 2.3951, loss: 2.3951 2020-07-04 07:58:43,157 - mmaction - INFO - Epoch [238][260/627] lr: 8.118e-04, eta: 3:20:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6979, loss_cls: 2.4133, loss: 2.4133 2020-07-04 07:59:00,921 - mmaction - INFO - Epoch [238][280/627] lr: 8.118e-04, eta: 3:20:23, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7042, loss_cls: 2.3253, loss: 2.3253 2020-07-04 07:59:18,656 - mmaction - INFO - Epoch [238][300/627] lr: 8.118e-04, eta: 3:20:02, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6792, loss_cls: 2.4772, loss: 2.4772 2020-07-04 07:59:36,362 - mmaction - INFO - Epoch [238][320/627] lr: 8.118e-04, eta: 3:19:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7000, loss_cls: 2.2950, loss: 2.2950 2020-07-04 07:59:54,099 - mmaction - INFO - Epoch [238][340/627] lr: 8.118e-04, eta: 3:19:20, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7021, loss_cls: 2.2953, loss: 2.2953 2020-07-04 08:00:17,095 - mmaction - INFO - Epoch [238][360/627] lr: 8.118e-04, eta: 3:18:59, time: 1.145, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.7000, loss_cls: 2.3281, loss: 2.3281 2020-07-04 08:00:34,887 - mmaction - INFO - Epoch [238][380/627] lr: 8.118e-04, eta: 3:18:39, time: 0.894, data_time: 0.012, memory: 8451, top1_acc: 0.4146, top5_acc: 0.6167, loss_cls: 2.7430, loss: 2.7430 2020-07-04 08:00:52,609 - mmaction - INFO - Epoch [238][400/627] lr: 8.118e-04, eta: 3:18:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6938, loss_cls: 2.3421, loss: 2.3421 2020-07-04 08:01:10,321 - mmaction - INFO - Epoch [238][420/627] lr: 8.118e-04, eta: 3:17:57, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6521, loss_cls: 2.4398, loss: 2.4398 2020-07-04 08:01:28,003 - mmaction - INFO - Epoch [238][440/627] lr: 8.118e-04, eta: 3:17:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6917, loss_cls: 2.3525, loss: 2.3525 2020-07-04 08:01:45,681 - mmaction - INFO - Epoch [238][460/627] lr: 8.118e-04, eta: 3:17:15, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4812, top5_acc: 0.7042, loss_cls: 2.2907, loss: 2.2907 2020-07-04 08:02:03,395 - mmaction - INFO - Epoch [238][480/627] lr: 8.118e-04, eta: 3:16:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6979, loss_cls: 2.3503, loss: 2.3503 2020-07-04 08:02:21,123 - mmaction - INFO - Epoch [238][500/627] lr: 8.118e-04, eta: 3:16:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7229, loss_cls: 2.2398, loss: 2.2398 2020-07-04 08:02:38,882 - mmaction - INFO - Epoch [238][520/627] lr: 8.118e-04, eta: 3:16:12, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7000, loss_cls: 2.3890, loss: 2.3890 2020-07-04 08:02:56,652 - mmaction - INFO - Epoch [238][540/627] lr: 8.118e-04, eta: 3:15:51, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7208, loss_cls: 2.2535, loss: 2.2535 2020-07-04 08:03:14,335 - mmaction - INFO - Epoch [238][560/627] lr: 8.118e-04, eta: 3:15:30, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7063, loss_cls: 2.3266, loss: 2.3266 2020-07-04 08:03:32,049 - mmaction - INFO - Epoch [238][580/627] lr: 8.118e-04, eta: 3:15:10, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7000, loss_cls: 2.3275, loss: 2.3275 2020-07-04 08:03:49,786 - mmaction - INFO - Epoch [238][600/627] lr: 8.118e-04, eta: 3:14:49, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6562, loss_cls: 2.4453, loss: 2.4453 2020-07-04 08:04:07,445 - mmaction - INFO - Epoch [238][620/627] lr: 8.118e-04, eta: 3:14:28, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6958, loss_cls: 2.3214, loss: 2.3214 2020-07-04 08:06:18,088 - mmaction - INFO - Epoch [239][20/627] lr: 7.289e-04, eta: 3:14:07, time: 5.837, data_time: 4.942, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6917, loss_cls: 2.2443, loss: 2.2443 2020-07-04 08:06:35,651 - mmaction - INFO - Epoch [239][40/627] lr: 7.289e-04, eta: 3:13:46, time: 0.878, data_time: 0.002, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6500, loss_cls: 2.4778, loss: 2.4778 2020-07-04 08:06:53,271 - mmaction - INFO - Epoch [239][60/627] lr: 7.289e-04, eta: 3:13:25, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6896, loss_cls: 2.3535, loss: 2.3535 2020-07-04 08:07:10,874 - mmaction - INFO - Epoch [239][80/627] lr: 7.289e-04, eta: 3:13:04, time: 0.879, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.7063, loss_cls: 2.3707, loss: 2.3707 2020-07-04 08:07:28,556 - mmaction - INFO - Epoch [239][100/627] lr: 7.289e-04, eta: 3:12:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6979, loss_cls: 2.4154, loss: 2.4154 2020-07-04 08:07:46,253 - mmaction - INFO - Epoch [239][120/627] lr: 7.289e-04, eta: 3:12:22, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7208, loss_cls: 2.2139, loss: 2.2139 2020-07-04 08:08:03,948 - mmaction - INFO - Epoch [239][140/627] lr: 7.289e-04, eta: 3:12:01, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6854, loss_cls: 2.4426, loss: 2.4426 2020-07-04 08:08:21,636 - mmaction - INFO - Epoch [239][160/627] lr: 7.289e-04, eta: 3:11:40, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6438, loss_cls: 2.6274, loss: 2.6274 2020-07-04 08:08:39,356 - mmaction - INFO - Epoch [239][180/627] lr: 7.289e-04, eta: 3:11:20, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6937, loss_cls: 2.4089, loss: 2.4089 2020-07-04 08:08:57,070 - mmaction - INFO - Epoch [239][200/627] lr: 7.289e-04, eta: 3:10:59, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7333, loss_cls: 2.1659, loss: 2.1659 2020-07-04 08:09:14,812 - mmaction - INFO - Epoch [239][220/627] lr: 7.289e-04, eta: 3:10:38, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.2971, loss: 2.2971 2020-07-04 08:09:32,516 - mmaction - INFO - Epoch [239][240/627] lr: 7.289e-04, eta: 3:10:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6729, loss_cls: 2.4957, loss: 2.4957 2020-07-04 08:09:50,251 - mmaction - INFO - Epoch [239][260/627] lr: 7.289e-04, eta: 3:09:56, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4563, top5_acc: 0.7354, loss_cls: 2.2673, loss: 2.2673 2020-07-04 08:10:08,616 - mmaction - INFO - Epoch [239][280/627] lr: 7.289e-04, eta: 3:09:35, time: 0.918, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6958, loss_cls: 2.3707, loss: 2.3707 2020-07-04 08:10:26,316 - mmaction - INFO - Epoch [239][300/627] lr: 7.289e-04, eta: 3:09:14, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6937, loss_cls: 2.3811, loss: 2.3811 2020-07-04 08:10:44,027 - mmaction - INFO - Epoch [239][320/627] lr: 7.289e-04, eta: 3:08:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4292, top5_acc: 0.6437, loss_cls: 2.5481, loss: 2.5481 2020-07-04 08:11:01,764 - mmaction - INFO - Epoch [239][340/627] lr: 7.289e-04, eta: 3:08:32, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6667, loss_cls: 2.3386, loss: 2.3386 2020-07-04 08:11:19,451 - mmaction - INFO - Epoch [239][360/627] lr: 7.289e-04, eta: 3:08:11, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6771, loss_cls: 2.4724, loss: 2.4724 2020-07-04 08:11:37,185 - mmaction - INFO - Epoch [239][380/627] lr: 7.289e-04, eta: 3:07:51, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6583, loss_cls: 2.5407, loss: 2.5407 2020-07-04 08:11:54,893 - mmaction - INFO - Epoch [239][400/627] lr: 7.289e-04, eta: 3:07:30, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6896, loss_cls: 2.3721, loss: 2.3721 2020-07-04 08:12:12,625 - mmaction - INFO - Epoch [239][420/627] lr: 7.289e-04, eta: 3:07:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6979, loss_cls: 2.3413, loss: 2.3413 2020-07-04 08:12:30,305 - mmaction - INFO - Epoch [239][440/627] lr: 7.289e-04, eta: 3:06:48, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6750, loss_cls: 2.3724, loss: 2.3724 2020-07-04 08:12:48,033 - mmaction - INFO - Epoch [239][460/627] lr: 7.289e-04, eta: 3:06:27, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6979, loss_cls: 2.3577, loss: 2.3577 2020-07-04 08:13:05,727 - mmaction - INFO - Epoch [239][480/627] lr: 7.289e-04, eta: 3:06:06, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6979, loss_cls: 2.3876, loss: 2.3876 2020-07-04 08:13:23,578 - mmaction - INFO - Epoch [239][500/627] lr: 7.289e-04, eta: 3:05:45, time: 0.892, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6521, loss_cls: 2.4613, loss: 2.4613 2020-07-04 08:13:41,236 - mmaction - INFO - Epoch [239][520/627] lr: 7.289e-04, eta: 3:05:24, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.5271, top5_acc: 0.7021, loss_cls: 2.2696, loss: 2.2696 2020-07-04 08:13:58,938 - mmaction - INFO - Epoch [239][540/627] lr: 7.289e-04, eta: 3:05:03, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7167, loss_cls: 2.3415, loss: 2.3415 2020-07-04 08:14:16,693 - mmaction - INFO - Epoch [239][560/627] lr: 7.289e-04, eta: 3:04:43, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6708, loss_cls: 2.4504, loss: 2.4504 2020-07-04 08:14:34,396 - mmaction - INFO - Epoch [239][580/627] lr: 7.289e-04, eta: 3:04:22, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7021, loss_cls: 2.3059, loss: 2.3059 2020-07-04 08:14:52,119 - mmaction - INFO - Epoch [239][600/627] lr: 7.289e-04, eta: 3:04:01, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6937, loss_cls: 2.2766, loss: 2.2766 2020-07-04 08:15:09,852 - mmaction - INFO - Epoch [239][620/627] lr: 7.289e-04, eta: 3:03:40, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6896, loss_cls: 2.3221, loss: 2.3221 2020-07-04 08:17:09,754 - mmaction - INFO - Epoch [240][20/627] lr: 6.505e-04, eta: 3:03:18, time: 5.617, data_time: 4.642, memory: 8451, top1_acc: 0.5000, top5_acc: 0.6917, loss_cls: 2.3588, loss: 2.3588 2020-07-04 08:17:27,385 - mmaction - INFO - Epoch [240][40/627] lr: 6.505e-04, eta: 3:02:57, time: 0.883, data_time: 0.006, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6750, loss_cls: 2.4530, loss: 2.4530 2020-07-04 08:17:45,007 - mmaction - INFO - Epoch [240][60/627] lr: 6.505e-04, eta: 3:02:36, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7021, loss_cls: 2.2885, loss: 2.2885 2020-07-04 08:18:02,653 - mmaction - INFO - Epoch [240][80/627] lr: 6.505e-04, eta: 3:02:16, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6708, loss_cls: 2.4502, loss: 2.4502 2020-07-04 08:18:20,336 - mmaction - INFO - Epoch [240][100/627] lr: 6.505e-04, eta: 3:01:55, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6479, loss_cls: 2.5228, loss: 2.5228 2020-07-04 08:18:38,045 - mmaction - INFO - Epoch [240][120/627] lr: 6.505e-04, eta: 3:01:34, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6687, loss_cls: 2.4801, loss: 2.4801 2020-07-04 08:18:55,706 - mmaction - INFO - Epoch [240][140/627] lr: 6.505e-04, eta: 3:01:13, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6917, loss_cls: 2.3359, loss: 2.3359 2020-07-04 08:19:13,386 - mmaction - INFO - Epoch [240][160/627] lr: 6.505e-04, eta: 3:00:52, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4812, top5_acc: 0.7229, loss_cls: 2.2435, loss: 2.2435 2020-07-04 08:19:31,122 - mmaction - INFO - Epoch [240][180/627] lr: 6.505e-04, eta: 3:00:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.7083, loss_cls: 2.2960, loss: 2.2960 2020-07-04 08:19:48,816 - mmaction - INFO - Epoch [240][200/627] lr: 6.505e-04, eta: 3:00:10, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.5167, top5_acc: 0.7479, loss_cls: 2.1839, loss: 2.1839 2020-07-04 08:20:07,948 - mmaction - INFO - Epoch [240][220/627] lr: 6.505e-04, eta: 2:59:49, time: 0.956, data_time: 0.004, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7000, loss_cls: 2.2620, loss: 2.2620 2020-07-04 08:20:25,645 - mmaction - INFO - Epoch [240][240/627] lr: 6.505e-04, eta: 2:59:29, time: 0.886, data_time: 0.005, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.2414, loss: 2.2414 2020-07-04 08:20:43,369 - mmaction - INFO - Epoch [240][260/627] lr: 6.505e-04, eta: 2:59:08, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.5292, top5_acc: 0.7208, loss_cls: 2.2335, loss: 2.2335 2020-07-04 08:21:01,106 - mmaction - INFO - Epoch [240][280/627] lr: 6.505e-04, eta: 2:58:47, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7042, loss_cls: 2.3404, loss: 2.3404 2020-07-04 08:21:18,825 - mmaction - INFO - Epoch [240][300/627] lr: 6.505e-04, eta: 2:58:26, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7000, loss_cls: 2.3932, loss: 2.3932 2020-07-04 08:21:36,549 - mmaction - INFO - Epoch [240][320/627] lr: 6.505e-04, eta: 2:58:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4375, top5_acc: 0.6958, loss_cls: 2.4551, loss: 2.4551 2020-07-04 08:21:54,221 - mmaction - INFO - Epoch [240][340/627] lr: 6.505e-04, eta: 2:57:44, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6687, loss_cls: 2.5244, loss: 2.5244 2020-07-04 08:22:11,941 - mmaction - INFO - Epoch [240][360/627] lr: 6.505e-04, eta: 2:57:23, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6854, loss_cls: 2.3615, loss: 2.3615 2020-07-04 08:22:29,675 - mmaction - INFO - Epoch [240][380/627] lr: 6.505e-04, eta: 2:57:02, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6958, loss_cls: 2.4167, loss: 2.4167 2020-07-04 08:22:47,408 - mmaction - INFO - Epoch [240][400/627] lr: 6.505e-04, eta: 2:56:42, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.6625, loss_cls: 2.4716, loss: 2.4716 2020-07-04 08:23:05,133 - mmaction - INFO - Epoch [240][420/627] lr: 6.505e-04, eta: 2:56:21, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7292, loss_cls: 2.2743, loss: 2.2743 2020-07-04 08:23:22,886 - mmaction - INFO - Epoch [240][440/627] lr: 6.505e-04, eta: 2:56:00, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7104, loss_cls: 2.3390, loss: 2.3390 2020-07-04 08:23:40,579 - mmaction - INFO - Epoch [240][460/627] lr: 6.505e-04, eta: 2:55:39, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6688, loss_cls: 2.5080, loss: 2.5080 2020-07-04 08:23:58,295 - mmaction - INFO - Epoch [240][480/627] lr: 6.505e-04, eta: 2:55:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7000, loss_cls: 2.3435, loss: 2.3435 2020-07-04 08:24:16,013 - mmaction - INFO - Epoch [240][500/627] lr: 6.505e-04, eta: 2:54:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6875, loss_cls: 2.3996, loss: 2.3996 2020-07-04 08:24:33,736 - mmaction - INFO - Epoch [240][520/627] lr: 6.505e-04, eta: 2:54:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.7208, loss_cls: 2.3242, loss: 2.3242 2020-07-04 08:24:51,481 - mmaction - INFO - Epoch [240][540/627] lr: 6.505e-04, eta: 2:54:15, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7167, loss_cls: 2.2314, loss: 2.2314 2020-07-04 08:25:09,214 - mmaction - INFO - Epoch [240][560/627] lr: 6.505e-04, eta: 2:53:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6917, loss_cls: 2.3435, loss: 2.3435 2020-07-04 08:25:26,911 - mmaction - INFO - Epoch [240][580/627] lr: 6.505e-04, eta: 2:53:34, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.5229, top5_acc: 0.7188, loss_cls: 2.2028, loss: 2.2028 2020-07-04 08:25:44,649 - mmaction - INFO - Epoch [240][600/627] lr: 6.505e-04, eta: 2:53:13, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6896, loss_cls: 2.3783, loss: 2.3783 2020-07-04 08:26:02,352 - mmaction - INFO - Epoch [240][620/627] lr: 6.505e-04, eta: 2:52:52, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7208, loss_cls: 2.2661, loss: 2.2661 2020-07-04 08:26:11,515 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-07-04 08:28:01,624 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-04 08:28:02,580 - mmaction - INFO - top1_acc 0.5022 top5_acc 0.7392 2020-07-04 08:28:02,581 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-04 08:28:02,646 - mmaction - INFO - mean_acc 0.5021 2020-07-04 08:28:02,653 - mmaction - INFO - Epoch [240][627/627] lr: 6.505e-04, top1_acc: 0.5022, top5_acc: 0.7392, mean_class_accuracy: 0.5021 2020-07-04 08:29:56,211 - mmaction - INFO - Epoch [241][20/627] lr: 5.764e-04, eta: 2:52:30, time: 5.676, data_time: 4.758, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7042, loss_cls: 2.2661, loss: 2.2661 2020-07-04 08:30:14,339 - mmaction - INFO - Epoch [241][40/627] lr: 5.764e-04, eta: 2:52:09, time: 0.908, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6708, loss_cls: 2.3977, loss: 2.3977 2020-07-04 08:30:31,983 - mmaction - INFO - Epoch [241][60/627] lr: 5.764e-04, eta: 2:51:48, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7396, loss_cls: 2.1734, loss: 2.1734 2020-07-04 08:30:49,688 - mmaction - INFO - Epoch [241][80/627] lr: 5.764e-04, eta: 2:51:27, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6937, loss_cls: 2.3637, loss: 2.3637 2020-07-04 08:31:07,320 - mmaction - INFO - Epoch [241][100/627] lr: 5.764e-04, eta: 2:51:06, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7062, loss_cls: 2.2808, loss: 2.2808 2020-07-04 08:31:25,062 - mmaction - INFO - Epoch [241][120/627] lr: 5.764e-04, eta: 2:50:46, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7104, loss_cls: 2.2280, loss: 2.2280 2020-07-04 08:31:42,747 - mmaction - INFO - Epoch [241][140/627] lr: 5.764e-04, eta: 2:50:25, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7187, loss_cls: 2.2548, loss: 2.2548 2020-07-04 08:32:00,513 - mmaction - INFO - Epoch [241][160/627] lr: 5.764e-04, eta: 2:50:04, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6979, loss_cls: 2.3276, loss: 2.3276 2020-07-04 08:32:18,209 - mmaction - INFO - Epoch [241][180/627] lr: 5.764e-04, eta: 2:49:43, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6750, loss_cls: 2.3434, loss: 2.3434 2020-07-04 08:32:35,901 - mmaction - INFO - Epoch [241][200/627] lr: 5.764e-04, eta: 2:49:22, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6562, loss_cls: 2.5316, loss: 2.5316 2020-07-04 08:32:53,674 - mmaction - INFO - Epoch [241][220/627] lr: 5.764e-04, eta: 2:49:01, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7146, loss_cls: 2.2446, loss: 2.2446 2020-07-04 08:33:11,356 - mmaction - INFO - Epoch [241][240/627] lr: 5.764e-04, eta: 2:48:40, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7188, loss_cls: 2.2298, loss: 2.2298 2020-07-04 08:33:29,108 - mmaction - INFO - Epoch [241][260/627] lr: 5.764e-04, eta: 2:48:19, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7083, loss_cls: 2.3084, loss: 2.3084 2020-07-04 08:33:46,845 - mmaction - INFO - Epoch [241][280/627] lr: 5.764e-04, eta: 2:47:59, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6958, loss_cls: 2.4389, loss: 2.4389 2020-07-04 08:34:04,562 - mmaction - INFO - Epoch [241][300/627] lr: 5.764e-04, eta: 2:47:38, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6833, loss_cls: 2.3620, loss: 2.3620 2020-07-04 08:34:22,257 - mmaction - INFO - Epoch [241][320/627] lr: 5.764e-04, eta: 2:47:17, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7104, loss_cls: 2.2421, loss: 2.2421 2020-07-04 08:34:39,969 - mmaction - INFO - Epoch [241][340/627] lr: 5.764e-04, eta: 2:46:56, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4708, top5_acc: 0.7125, loss_cls: 2.3662, loss: 2.3662 2020-07-04 08:34:57,720 - mmaction - INFO - Epoch [241][360/627] lr: 5.764e-04, eta: 2:46:35, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6896, loss_cls: 2.2921, loss: 2.2921 2020-07-04 08:35:15,451 - mmaction - INFO - Epoch [241][380/627] lr: 5.764e-04, eta: 2:46:14, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.7042, loss_cls: 2.3565, loss: 2.3565 2020-07-04 08:35:33,163 - mmaction - INFO - Epoch [241][400/627] lr: 5.764e-04, eta: 2:45:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6729, loss_cls: 2.4473, loss: 2.4473 2020-07-04 08:35:50,887 - mmaction - INFO - Epoch [241][420/627] lr: 5.764e-04, eta: 2:45:33, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.6875, loss_cls: 2.3315, loss: 2.3315 2020-07-04 08:36:08,603 - mmaction - INFO - Epoch [241][440/627] lr: 5.764e-04, eta: 2:45:12, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5188, top5_acc: 0.7292, loss_cls: 2.2112, loss: 2.2112 2020-07-04 08:36:26,317 - mmaction - INFO - Epoch [241][460/627] lr: 5.764e-04, eta: 2:44:51, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6917, loss_cls: 2.3693, loss: 2.3693 2020-07-04 08:36:44,058 - mmaction - INFO - Epoch [241][480/627] lr: 5.764e-04, eta: 2:44:30, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6604, loss_cls: 2.4812, loss: 2.4812 2020-07-04 08:37:01,758 - mmaction - INFO - Epoch [241][500/627] lr: 5.764e-04, eta: 2:44:09, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7125, loss_cls: 2.3248, loss: 2.3248 2020-07-04 08:37:19,477 - mmaction - INFO - Epoch [241][520/627] lr: 5.764e-04, eta: 2:43:48, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6687, loss_cls: 2.4933, loss: 2.4933 2020-07-04 08:37:37,253 - mmaction - INFO - Epoch [241][540/627] lr: 5.764e-04, eta: 2:43:27, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6875, loss_cls: 2.4763, loss: 2.4763 2020-07-04 08:37:54,933 - mmaction - INFO - Epoch [241][560/627] lr: 5.764e-04, eta: 2:43:07, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6979, loss_cls: 2.3518, loss: 2.3518 2020-07-04 08:38:12,673 - mmaction - INFO - Epoch [241][580/627] lr: 5.764e-04, eta: 2:42:46, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5313, top5_acc: 0.7292, loss_cls: 2.1816, loss: 2.1816 2020-07-04 08:38:30,405 - mmaction - INFO - Epoch [241][600/627] lr: 5.764e-04, eta: 2:42:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7042, loss_cls: 2.3039, loss: 2.3039 2020-07-04 08:38:48,101 - mmaction - INFO - Epoch [241][620/627] lr: 5.764e-04, eta: 2:42:04, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3295, loss: 2.3295 2020-07-04 08:40:50,502 - mmaction - INFO - Epoch [242][20/627] lr: 5.068e-04, eta: 2:41:42, time: 5.690, data_time: 4.775, memory: 8451, top1_acc: 0.5208, top5_acc: 0.7104, loss_cls: 2.2767, loss: 2.2767 2020-07-04 08:41:08,147 - mmaction - INFO - Epoch [242][40/627] lr: 5.068e-04, eta: 2:41:21, time: 0.880, data_time: 0.004, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6875, loss_cls: 2.3287, loss: 2.3287 2020-07-04 08:41:25,758 - mmaction - INFO - Epoch [242][60/627] lr: 5.068e-04, eta: 2:41:00, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7187, loss_cls: 2.3405, loss: 2.3405 2020-07-04 08:41:43,437 - mmaction - INFO - Epoch [242][80/627] lr: 5.068e-04, eta: 2:40:39, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6979, loss_cls: 2.3580, loss: 2.3580 2020-07-04 08:42:01,150 - mmaction - INFO - Epoch [242][100/627] lr: 5.068e-04, eta: 2:40:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7062, loss_cls: 2.4371, loss: 2.4371 2020-07-04 08:42:18,843 - mmaction - INFO - Epoch [242][120/627] lr: 5.068e-04, eta: 2:39:57, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.3324, loss: 2.3324 2020-07-04 08:42:36,535 - mmaction - INFO - Epoch [242][140/627] lr: 5.068e-04, eta: 2:39:36, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7104, loss_cls: 2.3523, loss: 2.3523 2020-07-04 08:42:54,319 - mmaction - INFO - Epoch [242][160/627] lr: 5.068e-04, eta: 2:39:16, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7000, loss_cls: 2.2380, loss: 2.2380 2020-07-04 08:43:12,120 - mmaction - INFO - Epoch [242][180/627] lr: 5.068e-04, eta: 2:38:55, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6750, loss_cls: 2.3984, loss: 2.3984 2020-07-04 08:43:29,838 - mmaction - INFO - Epoch [242][200/627] lr: 5.068e-04, eta: 2:38:34, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6813, loss_cls: 2.4370, loss: 2.4370 2020-07-04 08:43:47,565 - mmaction - INFO - Epoch [242][220/627] lr: 5.068e-04, eta: 2:38:13, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7229, loss_cls: 2.1583, loss: 2.1583 2020-07-04 08:44:05,333 - mmaction - INFO - Epoch [242][240/627] lr: 5.068e-04, eta: 2:37:52, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6854, loss_cls: 2.3987, loss: 2.3987 2020-07-04 08:44:23,039 - mmaction - INFO - Epoch [242][260/627] lr: 5.068e-04, eta: 2:37:31, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7000, loss_cls: 2.2886, loss: 2.2886 2020-07-04 08:44:40,764 - mmaction - INFO - Epoch [242][280/627] lr: 5.068e-04, eta: 2:37:10, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6667, loss_cls: 2.4270, loss: 2.4270 2020-07-04 08:44:58,501 - mmaction - INFO - Epoch [242][300/627] lr: 5.068e-04, eta: 2:36:50, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6958, loss_cls: 2.3913, loss: 2.3913 2020-07-04 08:45:17,957 - mmaction - INFO - Epoch [242][320/627] lr: 5.068e-04, eta: 2:36:29, time: 0.972, data_time: 0.003, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7104, loss_cls: 2.2381, loss: 2.2381 2020-07-04 08:45:35,717 - mmaction - INFO - Epoch [242][340/627] lr: 5.068e-04, eta: 2:36:08, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6625, loss_cls: 2.4157, loss: 2.4157 2020-07-04 08:45:53,421 - mmaction - INFO - Epoch [242][360/627] lr: 5.068e-04, eta: 2:35:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7146, loss_cls: 2.3028, loss: 2.3028 2020-07-04 08:46:11,461 - mmaction - INFO - Epoch [242][380/627] lr: 5.068e-04, eta: 2:35:26, time: 0.902, data_time: 0.019, memory: 8451, top1_acc: 0.5125, top5_acc: 0.7271, loss_cls: 2.2317, loss: 2.2317 2020-07-04 08:46:29,219 - mmaction - INFO - Epoch [242][400/627] lr: 5.068e-04, eta: 2:35:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6854, loss_cls: 2.3593, loss: 2.3593 2020-07-04 08:46:46,953 - mmaction - INFO - Epoch [242][420/627] lr: 5.068e-04, eta: 2:34:45, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6958, loss_cls: 2.4171, loss: 2.4171 2020-07-04 08:47:04,665 - mmaction - INFO - Epoch [242][440/627] lr: 5.068e-04, eta: 2:34:24, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6833, loss_cls: 2.4164, loss: 2.4164 2020-07-04 08:47:22,435 - mmaction - INFO - Epoch [242][460/627] lr: 5.068e-04, eta: 2:34:03, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.3879, loss: 2.3879 2020-07-04 08:47:40,187 - mmaction - INFO - Epoch [242][480/627] lr: 5.068e-04, eta: 2:33:42, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.7167, loss_cls: 2.1927, loss: 2.1927 2020-07-04 08:47:57,962 - mmaction - INFO - Epoch [242][500/627] lr: 5.068e-04, eta: 2:33:21, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6729, loss_cls: 2.3771, loss: 2.3771 2020-07-04 08:48:15,683 - mmaction - INFO - Epoch [242][520/627] lr: 5.068e-04, eta: 2:33:00, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6771, loss_cls: 2.3696, loss: 2.3696 2020-07-04 08:48:34,073 - mmaction - INFO - Epoch [242][540/627] lr: 5.068e-04, eta: 2:32:39, time: 0.890, data_time: 0.001, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7021, loss_cls: 2.2685, loss: 2.2685 2020-07-04 08:48:52,051 - mmaction - INFO - Epoch [242][560/627] lr: 5.068e-04, eta: 2:32:19, time: 0.928, data_time: 0.048, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6896, loss_cls: 2.3043, loss: 2.3043 2020-07-04 08:49:09,786 - mmaction - INFO - Epoch [242][580/627] lr: 5.068e-04, eta: 2:31:58, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7000, loss_cls: 2.3292, loss: 2.3292 2020-07-04 08:49:27,539 - mmaction - INFO - Epoch [242][600/627] lr: 5.068e-04, eta: 2:31:37, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7146, loss_cls: 2.2264, loss: 2.2264 2020-07-04 08:49:45,266 - mmaction - INFO - Epoch [242][620/627] lr: 5.068e-04, eta: 2:31:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6521, loss_cls: 2.4250, loss: 2.4250 2020-07-04 08:51:35,725 - mmaction - INFO - Epoch [243][20/627] lr: 4.417e-04, eta: 2:30:53, time: 5.127, data_time: 3.872, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6604, loss_cls: 2.5476, loss: 2.5476 2020-07-04 08:51:53,334 - mmaction - INFO - Epoch [243][40/627] lr: 4.417e-04, eta: 2:30:32, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6896, loss_cls: 2.3703, loss: 2.3703 2020-07-04 08:52:10,936 - mmaction - INFO - Epoch [243][60/627] lr: 4.417e-04, eta: 2:30:11, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7104, loss_cls: 2.3420, loss: 2.3420 2020-07-04 08:52:28,607 - mmaction - INFO - Epoch [243][80/627] lr: 4.417e-04, eta: 2:29:50, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.5063, top5_acc: 0.7313, loss_cls: 2.2191, loss: 2.2191 2020-07-04 08:52:46,254 - mmaction - INFO - Epoch [243][100/627] lr: 4.417e-04, eta: 2:29:29, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.5167, top5_acc: 0.6875, loss_cls: 2.3184, loss: 2.3184 2020-07-04 08:53:04,000 - mmaction - INFO - Epoch [243][120/627] lr: 4.417e-04, eta: 2:29:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7021, loss_cls: 2.3136, loss: 2.3136 2020-07-04 08:53:21,700 - mmaction - INFO - Epoch [243][140/627] lr: 4.417e-04, eta: 2:28:48, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7146, loss_cls: 2.1886, loss: 2.1886 2020-07-04 08:53:39,394 - mmaction - INFO - Epoch [243][160/627] lr: 4.417e-04, eta: 2:28:27, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6813, loss_cls: 2.3708, loss: 2.3708 2020-07-04 08:53:57,185 - mmaction - INFO - Epoch [243][180/627] lr: 4.417e-04, eta: 2:28:06, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.5208, top5_acc: 0.6958, loss_cls: 2.2346, loss: 2.2346 2020-07-04 08:54:14,928 - mmaction - INFO - Epoch [243][200/627] lr: 4.417e-04, eta: 2:27:45, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6896, loss_cls: 2.3045, loss: 2.3045 2020-07-04 08:54:32,664 - mmaction - INFO - Epoch [243][220/627] lr: 4.417e-04, eta: 2:27:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6938, loss_cls: 2.3890, loss: 2.3890 2020-07-04 08:54:50,382 - mmaction - INFO - Epoch [243][240/627] lr: 4.417e-04, eta: 2:27:03, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6813, loss_cls: 2.4518, loss: 2.4518 2020-07-04 08:55:08,856 - mmaction - INFO - Epoch [243][260/627] lr: 4.417e-04, eta: 2:26:43, time: 0.924, data_time: 0.002, memory: 8451, top1_acc: 0.4937, top5_acc: 0.7083, loss_cls: 2.3320, loss: 2.3320 2020-07-04 08:55:26,537 - mmaction - INFO - Epoch [243][280/627] lr: 4.417e-04, eta: 2:26:22, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7083, loss_cls: 2.3292, loss: 2.3292 2020-07-04 08:55:44,250 - mmaction - INFO - Epoch [243][300/627] lr: 4.417e-04, eta: 2:26:01, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6771, loss_cls: 2.4400, loss: 2.4400 2020-07-04 08:56:01,985 - mmaction - INFO - Epoch [243][320/627] lr: 4.417e-04, eta: 2:25:40, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7083, loss_cls: 2.2771, loss: 2.2771 2020-07-04 08:56:19,745 - mmaction - INFO - Epoch [243][340/627] lr: 4.417e-04, eta: 2:25:19, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5417, top5_acc: 0.7583, loss_cls: 2.0844, loss: 2.0844 2020-07-04 08:56:37,493 - mmaction - INFO - Epoch [243][360/627] lr: 4.417e-04, eta: 2:24:58, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6958, loss_cls: 2.3654, loss: 2.3654 2020-07-04 08:56:55,265 - mmaction - INFO - Epoch [243][380/627] lr: 4.417e-04, eta: 2:24:38, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6896, loss_cls: 2.3148, loss: 2.3148 2020-07-04 08:57:12,951 - mmaction - INFO - Epoch [243][400/627] lr: 4.417e-04, eta: 2:24:17, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7021, loss_cls: 2.3555, loss: 2.3555 2020-07-04 08:57:30,719 - mmaction - INFO - Epoch [243][420/627] lr: 4.417e-04, eta: 2:23:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6562, loss_cls: 2.5380, loss: 2.5380 2020-07-04 08:57:48,401 - mmaction - INFO - Epoch [243][440/627] lr: 4.417e-04, eta: 2:23:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7042, loss_cls: 2.2323, loss: 2.2323 2020-07-04 08:58:06,156 - mmaction - INFO - Epoch [243][460/627] lr: 4.417e-04, eta: 2:23:14, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7083, loss_cls: 2.2905, loss: 2.2905 2020-07-04 08:58:23,887 - mmaction - INFO - Epoch [243][480/627] lr: 4.417e-04, eta: 2:22:53, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6937, loss_cls: 2.3108, loss: 2.3108 2020-07-04 08:58:41,669 - mmaction - INFO - Epoch [243][500/627] lr: 4.417e-04, eta: 2:22:33, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7208, loss_cls: 2.2337, loss: 2.2337 2020-07-04 08:58:59,398 - mmaction - INFO - Epoch [243][520/627] lr: 4.417e-04, eta: 2:22:12, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.5063, top5_acc: 0.6958, loss_cls: 2.3375, loss: 2.3375 2020-07-04 08:59:17,129 - mmaction - INFO - Epoch [243][540/627] lr: 4.417e-04, eta: 2:21:51, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6854, loss_cls: 2.3813, loss: 2.3813 2020-07-04 08:59:34,857 - mmaction - INFO - Epoch [243][560/627] lr: 4.417e-04, eta: 2:21:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6937, loss_cls: 2.4209, loss: 2.4209 2020-07-04 08:59:52,651 - mmaction - INFO - Epoch [243][580/627] lr: 4.417e-04, eta: 2:21:09, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7042, loss_cls: 2.3250, loss: 2.3250 2020-07-04 09:00:15,525 - mmaction - INFO - Epoch [243][600/627] lr: 4.417e-04, eta: 2:20:49, time: 1.138, data_time: 0.004, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6750, loss_cls: 2.3960, loss: 2.3960 2020-07-04 09:00:33,326 - mmaction - INFO - Epoch [243][620/627] lr: 4.417e-04, eta: 2:20:28, time: 0.895, data_time: 0.012, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7188, loss_cls: 2.2268, loss: 2.2268 2020-07-04 09:02:40,902 - mmaction - INFO - Epoch [244][20/627] lr: 3.810e-04, eta: 2:20:05, time: 5.703, data_time: 4.812, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7146, loss_cls: 2.2577, loss: 2.2577 2020-07-04 09:02:58,588 - mmaction - INFO - Epoch [244][40/627] lr: 3.810e-04, eta: 2:19:44, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6437, loss_cls: 2.5420, loss: 2.5420 2020-07-04 09:03:16,205 - mmaction - INFO - Epoch [244][60/627] lr: 3.810e-04, eta: 2:19:23, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.5354, top5_acc: 0.7104, loss_cls: 2.2596, loss: 2.2596 2020-07-04 09:03:33,844 - mmaction - INFO - Epoch [244][80/627] lr: 3.810e-04, eta: 2:19:02, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6875, loss_cls: 2.3467, loss: 2.3467 2020-07-04 09:03:51,540 - mmaction - INFO - Epoch [244][100/627] lr: 3.810e-04, eta: 2:18:41, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1259, loss: 2.1259 2020-07-04 09:04:09,244 - mmaction - INFO - Epoch [244][120/627] lr: 3.810e-04, eta: 2:18:21, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6583, loss_cls: 2.4974, loss: 2.4974 2020-07-04 09:04:26,963 - mmaction - INFO - Epoch [244][140/627] lr: 3.810e-04, eta: 2:18:00, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2125, loss: 2.2125 2020-07-04 09:04:44,658 - mmaction - INFO - Epoch [244][160/627] lr: 3.810e-04, eta: 2:17:39, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7042, loss_cls: 2.2706, loss: 2.2706 2020-07-04 09:05:02,392 - mmaction - INFO - Epoch [244][180/627] lr: 3.810e-04, eta: 2:17:18, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5250, top5_acc: 0.6896, loss_cls: 2.2921, loss: 2.2921 2020-07-04 09:05:20,426 - mmaction - INFO - Epoch [244][200/627] lr: 3.810e-04, eta: 2:16:57, time: 0.901, data_time: 0.001, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6833, loss_cls: 2.3222, loss: 2.3222 2020-07-04 09:05:38,137 - mmaction - INFO - Epoch [244][220/627] lr: 3.810e-04, eta: 2:16:36, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5021, top5_acc: 0.6896, loss_cls: 2.3250, loss: 2.3250 2020-07-04 09:05:55,902 - mmaction - INFO - Epoch [244][240/627] lr: 3.810e-04, eta: 2:16:16, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5062, top5_acc: 0.7333, loss_cls: 2.1948, loss: 2.1948 2020-07-04 09:06:13,676 - mmaction - INFO - Epoch [244][260/627] lr: 3.810e-04, eta: 2:15:55, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7021, loss_cls: 2.3813, loss: 2.3813 2020-07-04 09:06:31,431 - mmaction - INFO - Epoch [244][280/627] lr: 3.810e-04, eta: 2:15:34, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6854, loss_cls: 2.3146, loss: 2.3146 2020-07-04 09:06:49,134 - mmaction - INFO - Epoch [244][300/627] lr: 3.810e-04, eta: 2:15:13, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7021, loss_cls: 2.3207, loss: 2.3207 2020-07-04 09:07:06,896 - mmaction - INFO - Epoch [244][320/627] lr: 3.810e-04, eta: 2:14:52, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6792, loss_cls: 2.4053, loss: 2.4053 2020-07-04 09:07:24,676 - mmaction - INFO - Epoch [244][340/627] lr: 3.810e-04, eta: 2:14:32, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6854, loss_cls: 2.3726, loss: 2.3726 2020-07-04 09:07:42,401 - mmaction - INFO - Epoch [244][360/627] lr: 3.810e-04, eta: 2:14:11, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6896, loss_cls: 2.3174, loss: 2.3174 2020-07-04 09:08:00,147 - mmaction - INFO - Epoch [244][380/627] lr: 3.810e-04, eta: 2:13:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.6938, loss_cls: 2.2309, loss: 2.2309 2020-07-04 09:08:17,874 - mmaction - INFO - Epoch [244][400/627] lr: 3.810e-04, eta: 2:13:29, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6750, loss_cls: 2.4086, loss: 2.4086 2020-07-04 09:08:36,057 - mmaction - INFO - Epoch [244][420/627] lr: 3.810e-04, eta: 2:13:08, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6604, loss_cls: 2.5620, loss: 2.5620 2020-07-04 09:08:54,258 - mmaction - INFO - Epoch [244][440/627] lr: 3.810e-04, eta: 2:12:47, time: 0.932, data_time: 0.048, memory: 8451, top1_acc: 0.5063, top5_acc: 0.7188, loss_cls: 2.2534, loss: 2.2534 2020-07-04 09:09:11,967 - mmaction - INFO - Epoch [244][460/627] lr: 3.810e-04, eta: 2:12:27, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6979, loss_cls: 2.2971, loss: 2.2971 2020-07-04 09:09:29,715 - mmaction - INFO - Epoch [244][480/627] lr: 3.810e-04, eta: 2:12:06, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7125, loss_cls: 2.2737, loss: 2.2737 2020-07-04 09:09:47,430 - mmaction - INFO - Epoch [244][500/627] lr: 3.810e-04, eta: 2:11:45, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7125, loss_cls: 2.2635, loss: 2.2635 2020-07-04 09:10:05,198 - mmaction - INFO - Epoch [244][520/627] lr: 3.810e-04, eta: 2:11:24, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5229, top5_acc: 0.7500, loss_cls: 2.1222, loss: 2.1222 2020-07-04 09:10:22,880 - mmaction - INFO - Epoch [244][540/627] lr: 3.810e-04, eta: 2:11:03, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6604, loss_cls: 2.4136, loss: 2.4136 2020-07-04 09:10:40,590 - mmaction - INFO - Epoch [244][560/627] lr: 3.810e-04, eta: 2:10:43, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.5063, top5_acc: 0.7125, loss_cls: 2.2360, loss: 2.2360 2020-07-04 09:10:58,363 - mmaction - INFO - Epoch [244][580/627] lr: 3.810e-04, eta: 2:10:22, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6687, loss_cls: 2.3777, loss: 2.3777 2020-07-04 09:11:16,153 - mmaction - INFO - Epoch [244][600/627] lr: 3.810e-04, eta: 2:10:01, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4438, top5_acc: 0.7104, loss_cls: 2.3743, loss: 2.3743 2020-07-04 09:11:33,838 - mmaction - INFO - Epoch [244][620/627] lr: 3.810e-04, eta: 2:09:40, time: 0.885, data_time: 0.004, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6854, loss_cls: 2.4113, loss: 2.4113 2020-07-04 09:13:24,092 - mmaction - INFO - Epoch [245][20/627] lr: 3.247e-04, eta: 2:09:16, time: 5.122, data_time: 4.217, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6583, loss_cls: 2.5558, loss: 2.5558 2020-07-04 09:13:41,742 - mmaction - INFO - Epoch [245][40/627] lr: 3.247e-04, eta: 2:08:55, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6896, loss_cls: 2.3187, loss: 2.3187 2020-07-04 09:14:01,490 - mmaction - INFO - Epoch [245][60/627] lr: 3.247e-04, eta: 2:08:34, time: 0.987, data_time: 0.100, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6750, loss_cls: 2.4157, loss: 2.4157 2020-07-04 09:14:19,130 - mmaction - INFO - Epoch [245][80/627] lr: 3.247e-04, eta: 2:08:14, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7042, loss_cls: 2.2735, loss: 2.2735 2020-07-04 09:14:36,810 - mmaction - INFO - Epoch [245][100/627] lr: 3.247e-04, eta: 2:07:53, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.7104, loss_cls: 2.2732, loss: 2.2732 2020-07-04 09:14:54,553 - mmaction - INFO - Epoch [245][120/627] lr: 3.247e-04, eta: 2:07:32, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7000, loss_cls: 2.3042, loss: 2.3042 2020-07-04 09:15:12,597 - mmaction - INFO - Epoch [245][140/627] lr: 3.247e-04, eta: 2:07:11, time: 0.902, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6625, loss_cls: 2.4843, loss: 2.4843 2020-07-04 09:15:30,299 - mmaction - INFO - Epoch [245][160/627] lr: 3.247e-04, eta: 2:06:50, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7021, loss_cls: 2.2877, loss: 2.2877 2020-07-04 09:15:48,041 - mmaction - INFO - Epoch [245][180/627] lr: 3.247e-04, eta: 2:06:30, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7250, loss_cls: 2.2494, loss: 2.2494 2020-07-04 09:16:05,787 - mmaction - INFO - Epoch [245][200/627] lr: 3.247e-04, eta: 2:06:09, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7354, loss_cls: 2.1973, loss: 2.1973 2020-07-04 09:16:24,079 - mmaction - INFO - Epoch [245][220/627] lr: 3.247e-04, eta: 2:05:48, time: 0.914, data_time: 0.032, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6875, loss_cls: 2.2989, loss: 2.2989 2020-07-04 09:16:41,827 - mmaction - INFO - Epoch [245][240/627] lr: 3.247e-04, eta: 2:05:27, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6917, loss_cls: 2.3765, loss: 2.3765 2020-07-04 09:16:59,577 - mmaction - INFO - Epoch [245][260/627] lr: 3.247e-04, eta: 2:05:06, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6896, loss_cls: 2.3710, loss: 2.3710 2020-07-04 09:17:17,337 - mmaction - INFO - Epoch [245][280/627] lr: 3.247e-04, eta: 2:04:46, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7042, loss_cls: 2.2422, loss: 2.2422 2020-07-04 09:17:35,079 - mmaction - INFO - Epoch [245][300/627] lr: 3.247e-04, eta: 2:04:25, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7062, loss_cls: 2.3433, loss: 2.3433 2020-07-04 09:17:52,833 - mmaction - INFO - Epoch [245][320/627] lr: 3.247e-04, eta: 2:04:04, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7563, loss_cls: 2.1936, loss: 2.1936 2020-07-04 09:18:10,646 - mmaction - INFO - Epoch [245][340/627] lr: 3.247e-04, eta: 2:03:43, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.7000, loss_cls: 2.3604, loss: 2.3604 2020-07-04 09:18:28,387 - mmaction - INFO - Epoch [245][360/627] lr: 3.247e-04, eta: 2:03:22, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7021, loss_cls: 2.3101, loss: 2.3101 2020-07-04 09:18:46,105 - mmaction - INFO - Epoch [245][380/627] lr: 3.247e-04, eta: 2:03:01, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5063, top5_acc: 0.7042, loss_cls: 2.3365, loss: 2.3365 2020-07-04 09:19:03,932 - mmaction - INFO - Epoch [245][400/627] lr: 3.247e-04, eta: 2:02:41, time: 0.892, data_time: 0.008, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6896, loss_cls: 2.3917, loss: 2.3917 2020-07-04 09:19:21,653 - mmaction - INFO - Epoch [245][420/627] lr: 3.247e-04, eta: 2:02:20, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6854, loss_cls: 2.2456, loss: 2.2456 2020-07-04 09:19:39,392 - mmaction - INFO - Epoch [245][440/627] lr: 3.247e-04, eta: 2:01:59, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6750, loss_cls: 2.5366, loss: 2.5366 2020-07-04 09:19:57,108 - mmaction - INFO - Epoch [245][460/627] lr: 3.247e-04, eta: 2:01:38, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6729, loss_cls: 2.4869, loss: 2.4869 2020-07-04 09:20:14,859 - mmaction - INFO - Epoch [245][480/627] lr: 3.247e-04, eta: 2:01:17, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.7187, loss_cls: 2.3670, loss: 2.3670 2020-07-04 09:20:33,614 - mmaction - INFO - Epoch [245][500/627] lr: 3.247e-04, eta: 2:00:57, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.7021, loss_cls: 2.3519, loss: 2.3519 2020-07-04 09:20:52,123 - mmaction - INFO - Epoch [245][520/627] lr: 3.247e-04, eta: 2:00:36, time: 0.976, data_time: 0.091, memory: 8451, top1_acc: 0.4562, top5_acc: 0.7208, loss_cls: 2.2525, loss: 2.2525 2020-07-04 09:21:09,903 - mmaction - INFO - Epoch [245][540/627] lr: 3.247e-04, eta: 2:00:15, time: 0.888, data_time: 0.005, memory: 8451, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3845, loss: 2.3845 2020-07-04 09:21:27,638 - mmaction - INFO - Epoch [245][560/627] lr: 3.247e-04, eta: 1:59:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7229, loss_cls: 2.2247, loss: 2.2247 2020-07-04 09:21:45,372 - mmaction - INFO - Epoch [245][580/627] lr: 3.247e-04, eta: 1:59:34, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6958, loss_cls: 2.2618, loss: 2.2618 2020-07-04 09:22:03,085 - mmaction - INFO - Epoch [245][600/627] lr: 3.247e-04, eta: 1:59:13, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6708, loss_cls: 2.4294, loss: 2.4294 2020-07-04 09:22:20,806 - mmaction - INFO - Epoch [245][620/627] lr: 3.247e-04, eta: 1:58:52, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6667, loss_cls: 2.3629, loss: 2.3629 2020-07-04 09:24:33,371 - mmaction - INFO - Epoch [246][20/627] lr: 2.729e-04, eta: 1:58:29, time: 6.277, data_time: 4.079, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7271, loss_cls: 2.2799, loss: 2.2799 2020-07-04 09:24:50,997 - mmaction - INFO - Epoch [246][40/627] lr: 2.729e-04, eta: 1:58:08, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.4271, top5_acc: 0.6542, loss_cls: 2.5528, loss: 2.5528 2020-07-04 09:25:08,660 - mmaction - INFO - Epoch [246][60/627] lr: 2.729e-04, eta: 1:57:47, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.5396, top5_acc: 0.7354, loss_cls: 2.0533, loss: 2.0533 2020-07-04 09:25:26,270 - mmaction - INFO - Epoch [246][80/627] lr: 2.729e-04, eta: 1:57:26, time: 0.881, data_time: 0.001, memory: 8451, top1_acc: 0.5146, top5_acc: 0.7125, loss_cls: 2.2387, loss: 2.2387 2020-07-04 09:25:44,141 - mmaction - INFO - Epoch [246][100/627] lr: 2.729e-04, eta: 1:57:05, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.2108, loss: 2.2108 2020-07-04 09:26:01,921 - mmaction - INFO - Epoch [246][120/627] lr: 2.729e-04, eta: 1:56:44, time: 0.899, data_time: 0.020, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6979, loss_cls: 2.2595, loss: 2.2595 2020-07-04 09:26:19,631 - mmaction - INFO - Epoch [246][140/627] lr: 2.729e-04, eta: 1:56:24, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6771, loss_cls: 2.4368, loss: 2.4368 2020-07-04 09:26:37,354 - mmaction - INFO - Epoch [246][160/627] lr: 2.729e-04, eta: 1:56:03, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6729, loss_cls: 2.4143, loss: 2.4143 2020-07-04 09:26:55,074 - mmaction - INFO - Epoch [246][180/627] lr: 2.729e-04, eta: 1:55:42, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6729, loss_cls: 2.4940, loss: 2.4940 2020-07-04 09:27:12,767 - mmaction - INFO - Epoch [246][200/627] lr: 2.729e-04, eta: 1:55:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6771, loss_cls: 2.4244, loss: 2.4244 2020-07-04 09:27:30,468 - mmaction - INFO - Epoch [246][220/627] lr: 2.729e-04, eta: 1:55:00, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6771, loss_cls: 2.4936, loss: 2.4936 2020-07-04 09:27:48,192 - mmaction - INFO - Epoch [246][240/627] lr: 2.729e-04, eta: 1:54:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.3791, loss: 2.3791 2020-07-04 09:28:05,935 - mmaction - INFO - Epoch [246][260/627] lr: 2.729e-04, eta: 1:54:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7000, loss_cls: 2.2752, loss: 2.2752 2020-07-04 09:28:24,098 - mmaction - INFO - Epoch [246][280/627] lr: 2.729e-04, eta: 1:53:58, time: 0.911, data_time: 0.030, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7167, loss_cls: 2.2414, loss: 2.2414 2020-07-04 09:28:41,837 - mmaction - INFO - Epoch [246][300/627] lr: 2.729e-04, eta: 1:53:37, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.6979, loss_cls: 2.3583, loss: 2.3583 2020-07-04 09:28:59,600 - mmaction - INFO - Epoch [246][320/627] lr: 2.729e-04, eta: 1:53:16, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.5083, top5_acc: 0.6917, loss_cls: 2.2442, loss: 2.2442 2020-07-04 09:29:17,641 - mmaction - INFO - Epoch [246][340/627] lr: 2.729e-04, eta: 1:52:56, time: 0.901, data_time: 0.020, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6937, loss_cls: 2.3031, loss: 2.3031 2020-07-04 09:29:35,368 - mmaction - INFO - Epoch [246][360/627] lr: 2.729e-04, eta: 1:52:35, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.3046, loss: 2.3046 2020-07-04 09:29:53,136 - mmaction - INFO - Epoch [246][380/627] lr: 2.729e-04, eta: 1:52:14, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5479, top5_acc: 0.7500, loss_cls: 2.0068, loss: 2.0068 2020-07-04 09:30:10,875 - mmaction - INFO - Epoch [246][400/627] lr: 2.729e-04, eta: 1:51:53, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6583, loss_cls: 2.4596, loss: 2.4596 2020-07-04 09:30:28,618 - mmaction - INFO - Epoch [246][420/627] lr: 2.729e-04, eta: 1:51:33, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.5104, top5_acc: 0.6979, loss_cls: 2.3110, loss: 2.3110 2020-07-04 09:30:46,384 - mmaction - INFO - Epoch [246][440/627] lr: 2.729e-04, eta: 1:51:12, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.5146, top5_acc: 0.7271, loss_cls: 2.1825, loss: 2.1825 2020-07-04 09:31:04,226 - mmaction - INFO - Epoch [246][460/627] lr: 2.729e-04, eta: 1:50:51, time: 0.893, data_time: 0.001, memory: 8451, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4162, loss: 2.4162 2020-07-04 09:31:22,012 - mmaction - INFO - Epoch [246][480/627] lr: 2.729e-04, eta: 1:50:30, time: 0.888, data_time: 0.004, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7125, loss_cls: 2.2961, loss: 2.2961 2020-07-04 09:31:39,750 - mmaction - INFO - Epoch [246][500/627] lr: 2.729e-04, eta: 1:50:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7021, loss_cls: 2.2736, loss: 2.2736 2020-07-04 09:31:57,495 - mmaction - INFO - Epoch [246][520/627] lr: 2.729e-04, eta: 1:49:49, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7000, loss_cls: 2.2819, loss: 2.2819 2020-07-04 09:32:15,243 - mmaction - INFO - Epoch [246][540/627] lr: 2.729e-04, eta: 1:49:28, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7021, loss_cls: 2.3212, loss: 2.3212 2020-07-04 09:32:32,970 - mmaction - INFO - Epoch [246][560/627] lr: 2.729e-04, eta: 1:49:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4812, top5_acc: 0.6979, loss_cls: 2.3674, loss: 2.3674 2020-07-04 09:32:50,775 - mmaction - INFO - Epoch [246][580/627] lr: 2.729e-04, eta: 1:48:46, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.4937, top5_acc: 0.6958, loss_cls: 2.2804, loss: 2.2804 2020-07-04 09:33:10,381 - mmaction - INFO - Epoch [246][600/627] lr: 2.729e-04, eta: 1:48:25, time: 0.979, data_time: 0.039, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7000, loss_cls: 2.2550, loss: 2.2550 2020-07-04 09:33:28,168 - mmaction - INFO - Epoch [246][620/627] lr: 2.729e-04, eta: 1:48:05, time: 0.890, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7104, loss_cls: 2.3279, loss: 2.3279 2020-07-04 09:35:23,444 - mmaction - INFO - Epoch [247][20/627] lr: 2.256e-04, eta: 1:47:40, time: 5.414, data_time: 4.147, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6688, loss_cls: 2.4058, loss: 2.4058 2020-07-04 09:35:41,134 - mmaction - INFO - Epoch [247][40/627] lr: 2.256e-04, eta: 1:47:19, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6979, loss_cls: 2.3747, loss: 2.3747 2020-07-04 09:35:58,792 - mmaction - INFO - Epoch [247][60/627] lr: 2.256e-04, eta: 1:46:59, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.7042, loss_cls: 2.3459, loss: 2.3459 2020-07-04 09:36:16,433 - mmaction - INFO - Epoch [247][80/627] lr: 2.256e-04, eta: 1:46:38, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6771, loss_cls: 2.4053, loss: 2.4053 2020-07-04 09:36:34,148 - mmaction - INFO - Epoch [247][100/627] lr: 2.256e-04, eta: 1:46:17, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6875, loss_cls: 2.2803, loss: 2.2803 2020-07-04 09:36:51,854 - mmaction - INFO - Epoch [247][120/627] lr: 2.256e-04, eta: 1:45:56, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.5125, top5_acc: 0.6854, loss_cls: 2.3671, loss: 2.3671 2020-07-04 09:37:09,628 - mmaction - INFO - Epoch [247][140/627] lr: 2.256e-04, eta: 1:45:35, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6896, loss_cls: 2.3932, loss: 2.3932 2020-07-04 09:37:27,376 - mmaction - INFO - Epoch [247][160/627] lr: 2.256e-04, eta: 1:45:15, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6750, loss_cls: 2.4216, loss: 2.4216 2020-07-04 09:37:45,121 - mmaction - INFO - Epoch [247][180/627] lr: 2.256e-04, eta: 1:44:54, time: 0.888, data_time: 0.007, memory: 8451, top1_acc: 0.5375, top5_acc: 0.7083, loss_cls: 2.1664, loss: 2.1664 2020-07-04 09:38:02,817 - mmaction - INFO - Epoch [247][200/627] lr: 2.256e-04, eta: 1:44:33, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7375, loss_cls: 2.2561, loss: 2.2561 2020-07-04 09:38:20,505 - mmaction - INFO - Epoch [247][220/627] lr: 2.256e-04, eta: 1:44:12, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7000, loss_cls: 2.3558, loss: 2.3558 2020-07-04 09:38:38,199 - mmaction - INFO - Epoch [247][240/627] lr: 2.256e-04, eta: 1:43:51, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7063, loss_cls: 2.3456, loss: 2.3456 2020-07-04 09:38:55,919 - mmaction - INFO - Epoch [247][260/627] lr: 2.256e-04, eta: 1:43:31, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6937, loss_cls: 2.3445, loss: 2.3445 2020-07-04 09:39:13,647 - mmaction - INFO - Epoch [247][280/627] lr: 2.256e-04, eta: 1:43:10, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6792, loss_cls: 2.4003, loss: 2.4003 2020-07-04 09:39:31,345 - mmaction - INFO - Epoch [247][300/627] lr: 2.256e-04, eta: 1:42:49, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7104, loss_cls: 2.2257, loss: 2.2257 2020-07-04 09:39:49,058 - mmaction - INFO - Epoch [247][320/627] lr: 2.256e-04, eta: 1:42:28, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6958, loss_cls: 2.4185, loss: 2.4185 2020-07-04 09:40:06,773 - mmaction - INFO - Epoch [247][340/627] lr: 2.256e-04, eta: 1:42:08, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5188, top5_acc: 0.7125, loss_cls: 2.1713, loss: 2.1713 2020-07-04 09:40:24,433 - mmaction - INFO - Epoch [247][360/627] lr: 2.256e-04, eta: 1:41:47, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7021, loss_cls: 2.3424, loss: 2.3424 2020-07-04 09:40:42,103 - mmaction - INFO - Epoch [247][380/627] lr: 2.256e-04, eta: 1:41:26, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3381, loss: 2.3381 2020-07-04 09:40:59,797 - mmaction - INFO - Epoch [247][400/627] lr: 2.256e-04, eta: 1:41:05, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7229, loss_cls: 2.2510, loss: 2.2510 2020-07-04 09:41:17,516 - mmaction - INFO - Epoch [247][420/627] lr: 2.256e-04, eta: 1:40:44, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6896, loss_cls: 2.3411, loss: 2.3411 2020-07-04 09:41:35,237 - mmaction - INFO - Epoch [247][440/627] lr: 2.256e-04, eta: 1:40:24, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6604, loss_cls: 2.5111, loss: 2.5111 2020-07-04 09:41:53,017 - mmaction - INFO - Epoch [247][460/627] lr: 2.256e-04, eta: 1:40:03, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6896, loss_cls: 2.3568, loss: 2.3568 2020-07-04 09:42:10,703 - mmaction - INFO - Epoch [247][480/627] lr: 2.256e-04, eta: 1:39:42, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2557, loss: 2.2557 2020-07-04 09:42:28,441 - mmaction - INFO - Epoch [247][500/627] lr: 2.256e-04, eta: 1:39:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.7167, loss_cls: 2.3191, loss: 2.3191 2020-07-04 09:42:46,140 - mmaction - INFO - Epoch [247][520/627] lr: 2.256e-04, eta: 1:39:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6792, loss_cls: 2.4260, loss: 2.4260 2020-07-04 09:43:03,889 - mmaction - INFO - Epoch [247][540/627] lr: 2.256e-04, eta: 1:38:40, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7167, loss_cls: 2.3347, loss: 2.3347 2020-07-04 09:43:21,579 - mmaction - INFO - Epoch [247][560/627] lr: 2.256e-04, eta: 1:38:19, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7063, loss_cls: 2.3166, loss: 2.3166 2020-07-04 09:43:39,330 - mmaction - INFO - Epoch [247][580/627] lr: 2.256e-04, eta: 1:37:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6729, loss_cls: 2.4468, loss: 2.4468 2020-07-04 09:43:57,037 - mmaction - INFO - Epoch [247][600/627] lr: 2.256e-04, eta: 1:37:37, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6854, loss_cls: 2.3799, loss: 2.3799 2020-07-04 09:44:14,777 - mmaction - INFO - Epoch [247][620/627] lr: 2.256e-04, eta: 1:37:17, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4472, loss: 2.4472 2020-07-04 09:46:38,336 - mmaction - INFO - Epoch [248][20/627] lr: 1.828e-04, eta: 1:36:53, time: 6.824, data_time: 5.888, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6438, loss_cls: 2.5164, loss: 2.5164 2020-07-04 09:46:55,973 - mmaction - INFO - Epoch [248][40/627] lr: 1.828e-04, eta: 1:36:32, time: 0.881, data_time: 0.005, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6875, loss_cls: 2.4447, loss: 2.4447 2020-07-04 09:47:13,634 - mmaction - INFO - Epoch [248][60/627] lr: 1.828e-04, eta: 1:36:11, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.7021, loss_cls: 2.4193, loss: 2.4193 2020-07-04 09:47:31,273 - mmaction - INFO - Epoch [248][80/627] lr: 1.828e-04, eta: 1:35:50, time: 0.882, data_time: 0.001, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7333, loss_cls: 2.2183, loss: 2.2183 2020-07-04 09:47:48,943 - mmaction - INFO - Epoch [248][100/627] lr: 1.828e-04, eta: 1:35:30, time: 0.881, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7021, loss_cls: 2.3025, loss: 2.3025 2020-07-04 09:48:06,633 - mmaction - INFO - Epoch [248][120/627] lr: 1.828e-04, eta: 1:35:09, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6771, loss_cls: 2.4240, loss: 2.4240 2020-07-04 09:48:24,291 - mmaction - INFO - Epoch [248][140/627] lr: 1.828e-04, eta: 1:34:48, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.5042, top5_acc: 0.6979, loss_cls: 2.3653, loss: 2.3653 2020-07-04 09:48:42,017 - mmaction - INFO - Epoch [248][160/627] lr: 1.828e-04, eta: 1:34:27, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6562, loss_cls: 2.4912, loss: 2.4912 2020-07-04 09:48:59,739 - mmaction - INFO - Epoch [248][180/627] lr: 1.828e-04, eta: 1:34:06, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6875, loss_cls: 2.3966, loss: 2.3966 2020-07-04 09:49:17,454 - mmaction - INFO - Epoch [248][200/627] lr: 1.828e-04, eta: 1:33:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6937, loss_cls: 2.3276, loss: 2.3276 2020-07-04 09:49:35,208 - mmaction - INFO - Epoch [248][220/627] lr: 1.828e-04, eta: 1:33:25, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6854, loss_cls: 2.4630, loss: 2.4630 2020-07-04 09:49:52,938 - mmaction - INFO - Epoch [248][240/627] lr: 1.828e-04, eta: 1:33:04, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5292, top5_acc: 0.7167, loss_cls: 2.1954, loss: 2.1954 2020-07-04 09:50:11,019 - mmaction - INFO - Epoch [248][260/627] lr: 1.828e-04, eta: 1:32:43, time: 0.904, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7479, loss_cls: 2.1196, loss: 2.1196 2020-07-04 09:50:28,771 - mmaction - INFO - Epoch [248][280/627] lr: 1.828e-04, eta: 1:32:23, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7063, loss_cls: 2.3433, loss: 2.3433 2020-07-04 09:50:46,738 - mmaction - INFO - Epoch [248][300/627] lr: 1.828e-04, eta: 1:32:02, time: 0.901, data_time: 0.020, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7021, loss_cls: 2.3048, loss: 2.3048 2020-07-04 09:51:04,456 - mmaction - INFO - Epoch [248][320/627] lr: 1.828e-04, eta: 1:31:41, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2370, loss: 2.2370 2020-07-04 09:51:22,200 - mmaction - INFO - Epoch [248][340/627] lr: 1.828e-04, eta: 1:31:20, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6896, loss_cls: 2.3517, loss: 2.3517 2020-07-04 09:51:39,929 - mmaction - INFO - Epoch [248][360/627] lr: 1.828e-04, eta: 1:31:00, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7167, loss_cls: 2.2808, loss: 2.2808 2020-07-04 09:51:57,694 - mmaction - INFO - Epoch [248][380/627] lr: 1.828e-04, eta: 1:30:39, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6813, loss_cls: 2.3531, loss: 2.3531 2020-07-04 09:52:15,361 - mmaction - INFO - Epoch [248][400/627] lr: 1.828e-04, eta: 1:30:18, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7083, loss_cls: 2.2803, loss: 2.2803 2020-07-04 09:52:33,130 - mmaction - INFO - Epoch [248][420/627] lr: 1.828e-04, eta: 1:29:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6729, loss_cls: 2.4861, loss: 2.4861 2020-07-04 09:52:50,863 - mmaction - INFO - Epoch [248][440/627] lr: 1.828e-04, eta: 1:29:36, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6875, loss_cls: 2.4257, loss: 2.4257 2020-07-04 09:53:08,607 - mmaction - INFO - Epoch [248][460/627] lr: 1.828e-04, eta: 1:29:16, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.3025, loss: 2.3025 2020-07-04 09:53:26,380 - mmaction - INFO - Epoch [248][480/627] lr: 1.828e-04, eta: 1:28:55, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.5271, top5_acc: 0.7312, loss_cls: 2.0715, loss: 2.0715 2020-07-04 09:53:44,128 - mmaction - INFO - Epoch [248][500/627] lr: 1.828e-04, eta: 1:28:34, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6833, loss_cls: 2.3374, loss: 2.3374 2020-07-04 09:54:01,902 - mmaction - INFO - Epoch [248][520/627] lr: 1.828e-04, eta: 1:28:13, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.5167, top5_acc: 0.7063, loss_cls: 2.2013, loss: 2.2013 2020-07-04 09:54:19,632 - mmaction - INFO - Epoch [248][540/627] lr: 1.828e-04, eta: 1:27:53, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6917, loss_cls: 2.3646, loss: 2.3646 2020-07-04 09:54:37,398 - mmaction - INFO - Epoch [248][560/627] lr: 1.828e-04, eta: 1:27:32, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6667, loss_cls: 2.4139, loss: 2.4139 2020-07-04 09:54:55,229 - mmaction - INFO - Epoch [248][580/627] lr: 1.828e-04, eta: 1:27:11, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7042, loss_cls: 2.2999, loss: 2.2999 2020-07-04 09:55:13,070 - mmaction - INFO - Epoch [248][600/627] lr: 1.828e-04, eta: 1:26:50, time: 0.895, data_time: 0.013, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6896, loss_cls: 2.3304, loss: 2.3304 2020-07-04 09:55:30,863 - mmaction - INFO - Epoch [248][620/627] lr: 1.828e-04, eta: 1:26:30, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6917, loss_cls: 2.3741, loss: 2.3741 2020-07-04 09:55:38,505 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-07-04 09:57:16,562 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-04 09:57:17,518 - mmaction - INFO - top1_acc 0.5030 top5_acc 0.7396 2020-07-04 09:57:17,519 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-04 09:57:17,590 - mmaction - INFO - mean_acc 0.5029 2020-07-04 09:57:17,597 - mmaction - INFO - Epoch [248][627/627] lr: 1.828e-04, top1_acc: 0.5030, top5_acc: 0.7396, mean_class_accuracy: 0.5029 2020-07-04 09:59:01,131 - mmaction - INFO - Epoch [249][20/627] lr: 1.445e-04, eta: 1:26:04, time: 5.176, data_time: 4.275, memory: 8451, top1_acc: 0.5167, top5_acc: 0.7188, loss_cls: 2.2151, loss: 2.2151 2020-07-04 09:59:18,810 - mmaction - INFO - Epoch [249][40/627] lr: 1.445e-04, eta: 1:25:43, time: 0.882, data_time: 0.004, memory: 8451, top1_acc: 0.5146, top5_acc: 0.6812, loss_cls: 2.3424, loss: 2.3424 2020-07-04 09:59:36,442 - mmaction - INFO - Epoch [249][60/627] lr: 1.445e-04, eta: 1:25:23, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.2745, loss: 2.2745 2020-07-04 09:59:54,117 - mmaction - INFO - Epoch [249][80/627] lr: 1.445e-04, eta: 1:25:02, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.5063, top5_acc: 0.6938, loss_cls: 2.3016, loss: 2.3016 2020-07-04 10:00:21,809 - mmaction - INFO - Epoch [249][100/627] lr: 1.445e-04, eta: 1:24:41, time: 1.378, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6604, loss_cls: 2.4264, loss: 2.4264 2020-07-04 10:00:39,520 - mmaction - INFO - Epoch [249][120/627] lr: 1.445e-04, eta: 1:24:21, time: 0.892, data_time: 0.012, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6938, loss_cls: 2.3314, loss: 2.3314 2020-07-04 10:00:57,215 - mmaction - INFO - Epoch [249][140/627] lr: 1.445e-04, eta: 1:24:00, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6979, loss_cls: 2.3174, loss: 2.3174 2020-07-04 10:01:14,965 - mmaction - INFO - Epoch [249][160/627] lr: 1.445e-04, eta: 1:23:39, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6729, loss_cls: 2.4977, loss: 2.4977 2020-07-04 10:01:32,665 - mmaction - INFO - Epoch [249][180/627] lr: 1.445e-04, eta: 1:23:18, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6875, loss_cls: 2.3931, loss: 2.3931 2020-07-04 10:01:50,380 - mmaction - INFO - Epoch [249][200/627] lr: 1.445e-04, eta: 1:22:58, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6937, loss_cls: 2.3664, loss: 2.3664 2020-07-04 10:02:08,106 - mmaction - INFO - Epoch [249][220/627] lr: 1.445e-04, eta: 1:22:37, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7292, loss_cls: 2.1778, loss: 2.1778 2020-07-04 10:02:25,842 - mmaction - INFO - Epoch [249][240/627] lr: 1.445e-04, eta: 1:22:16, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6938, loss_cls: 2.3697, loss: 2.3697 2020-07-04 10:02:43,550 - mmaction - INFO - Epoch [249][260/627] lr: 1.445e-04, eta: 1:21:55, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6938, loss_cls: 2.3617, loss: 2.3617 2020-07-04 10:03:01,297 - mmaction - INFO - Epoch [249][280/627] lr: 1.445e-04, eta: 1:21:34, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.5188, top5_acc: 0.7313, loss_cls: 2.2102, loss: 2.2102 2020-07-04 10:03:19,014 - mmaction - INFO - Epoch [249][300/627] lr: 1.445e-04, eta: 1:21:14, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4312, top5_acc: 0.6792, loss_cls: 2.4974, loss: 2.4974 2020-07-04 10:03:36,841 - mmaction - INFO - Epoch [249][320/627] lr: 1.445e-04, eta: 1:20:53, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.6896, loss_cls: 2.4035, loss: 2.4035 2020-07-04 10:03:54,515 - mmaction - INFO - Epoch [249][340/627] lr: 1.445e-04, eta: 1:20:32, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6687, loss_cls: 2.4796, loss: 2.4796 2020-07-04 10:04:12,241 - mmaction - INFO - Epoch [249][360/627] lr: 1.445e-04, eta: 1:20:11, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6938, loss_cls: 2.3418, loss: 2.3418 2020-07-04 10:04:29,945 - mmaction - INFO - Epoch [249][380/627] lr: 1.445e-04, eta: 1:19:51, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.7000, loss_cls: 2.3300, loss: 2.3300 2020-07-04 10:04:47,710 - mmaction - INFO - Epoch [249][400/627] lr: 1.445e-04, eta: 1:19:30, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6812, loss_cls: 2.4783, loss: 2.4783 2020-07-04 10:05:07,462 - mmaction - INFO - Epoch [249][420/627] lr: 1.445e-04, eta: 1:19:09, time: 0.989, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6813, loss_cls: 2.4283, loss: 2.4283 2020-07-04 10:05:25,167 - mmaction - INFO - Epoch [249][440/627] lr: 1.445e-04, eta: 1:18:48, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4563, top5_acc: 0.7042, loss_cls: 2.3252, loss: 2.3252 2020-07-04 10:05:42,853 - mmaction - INFO - Epoch [249][460/627] lr: 1.445e-04, eta: 1:18:28, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.7083, loss_cls: 2.3661, loss: 2.3661 2020-07-04 10:06:00,575 - mmaction - INFO - Epoch [249][480/627] lr: 1.445e-04, eta: 1:18:07, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5125, top5_acc: 0.7521, loss_cls: 2.0363, loss: 2.0363 2020-07-04 10:06:18,340 - mmaction - INFO - Epoch [249][500/627] lr: 1.445e-04, eta: 1:17:46, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4083, top5_acc: 0.6542, loss_cls: 2.5964, loss: 2.5964 2020-07-04 10:06:36,068 - mmaction - INFO - Epoch [249][520/627] lr: 1.445e-04, eta: 1:17:25, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.6979, loss_cls: 2.3079, loss: 2.3079 2020-07-04 10:06:53,761 - mmaction - INFO - Epoch [249][540/627] lr: 1.445e-04, eta: 1:17:05, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6750, loss_cls: 2.4708, loss: 2.4708 2020-07-04 10:07:11,486 - mmaction - INFO - Epoch [249][560/627] lr: 1.445e-04, eta: 1:16:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6792, loss_cls: 2.3646, loss: 2.3646 2020-07-04 10:07:29,251 - mmaction - INFO - Epoch [249][580/627] lr: 1.445e-04, eta: 1:16:23, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6708, loss_cls: 2.4138, loss: 2.4138 2020-07-04 10:07:46,974 - mmaction - INFO - Epoch [249][600/627] lr: 1.445e-04, eta: 1:16:02, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6958, loss_cls: 2.2719, loss: 2.2719 2020-07-04 10:08:04,673 - mmaction - INFO - Epoch [249][620/627] lr: 1.445e-04, eta: 1:15:42, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6938, loss_cls: 2.3871, loss: 2.3871 2020-07-04 10:10:20,392 - mmaction - INFO - Epoch [250][20/627] lr: 1.106e-04, eta: 1:15:16, time: 6.106, data_time: 5.217, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6792, loss_cls: 2.4840, loss: 2.4840 2020-07-04 10:10:38,013 - mmaction - INFO - Epoch [250][40/627] lr: 1.106e-04, eta: 1:14:56, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4354, top5_acc: 0.6646, loss_cls: 2.4717, loss: 2.4717 2020-07-04 10:10:55,633 - mmaction - INFO - Epoch [250][60/627] lr: 1.106e-04, eta: 1:14:35, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6979, loss_cls: 2.3169, loss: 2.3169 2020-07-04 10:11:13,341 - mmaction - INFO - Epoch [250][80/627] lr: 1.106e-04, eta: 1:14:14, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7062, loss_cls: 2.2775, loss: 2.2775 2020-07-04 10:11:31,022 - mmaction - INFO - Epoch [250][100/627] lr: 1.106e-04, eta: 1:13:53, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2667, loss: 2.2667 2020-07-04 10:11:48,713 - mmaction - INFO - Epoch [250][120/627] lr: 1.106e-04, eta: 1:13:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.7021, loss_cls: 2.3656, loss: 2.3656 2020-07-04 10:12:06,464 - mmaction - INFO - Epoch [250][140/627] lr: 1.106e-04, eta: 1:13:12, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7083, loss_cls: 2.3624, loss: 2.3624 2020-07-04 10:12:24,222 - mmaction - INFO - Epoch [250][160/627] lr: 1.106e-04, eta: 1:12:51, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7208, loss_cls: 2.2286, loss: 2.2286 2020-07-04 10:12:41,958 - mmaction - INFO - Epoch [250][180/627] lr: 1.106e-04, eta: 1:12:30, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.5229, top5_acc: 0.7188, loss_cls: 2.1472, loss: 2.1472 2020-07-04 10:12:59,689 - mmaction - INFO - Epoch [250][200/627] lr: 1.106e-04, eta: 1:12:10, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6937, loss_cls: 2.3619, loss: 2.3619 2020-07-04 10:13:17,420 - mmaction - INFO - Epoch [250][220/627] lr: 1.106e-04, eta: 1:11:49, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.3213, loss: 2.3213 2020-07-04 10:13:35,139 - mmaction - INFO - Epoch [250][240/627] lr: 1.106e-04, eta: 1:11:28, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5146, top5_acc: 0.6854, loss_cls: 2.2993, loss: 2.2993 2020-07-04 10:13:52,867 - mmaction - INFO - Epoch [250][260/627] lr: 1.106e-04, eta: 1:11:07, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6521, loss_cls: 2.5721, loss: 2.5721 2020-07-04 10:14:10,600 - mmaction - INFO - Epoch [250][280/627] lr: 1.106e-04, eta: 1:10:47, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6708, loss_cls: 2.3912, loss: 2.3912 2020-07-04 10:14:28,315 - mmaction - INFO - Epoch [250][300/627] lr: 1.106e-04, eta: 1:10:26, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6792, loss_cls: 2.4110, loss: 2.4110 2020-07-04 10:14:46,029 - mmaction - INFO - Epoch [250][320/627] lr: 1.106e-04, eta: 1:10:05, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7083, loss_cls: 2.2093, loss: 2.2093 2020-07-04 10:15:03,770 - mmaction - INFO - Epoch [250][340/627] lr: 1.106e-04, eta: 1:09:44, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.1781, loss: 2.1781 2020-07-04 10:15:21,462 - mmaction - INFO - Epoch [250][360/627] lr: 1.106e-04, eta: 1:09:24, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.4201, loss: 2.4201 2020-07-04 10:15:39,188 - mmaction - INFO - Epoch [250][380/627] lr: 1.106e-04, eta: 1:09:03, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6542, loss_cls: 2.4142, loss: 2.4142 2020-07-04 10:15:56,953 - mmaction - INFO - Epoch [250][400/627] lr: 1.106e-04, eta: 1:08:42, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7188, loss_cls: 2.2518, loss: 2.2518 2020-07-04 10:16:14,675 - mmaction - INFO - Epoch [250][420/627] lr: 1.106e-04, eta: 1:08:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.7062, loss_cls: 2.2687, loss: 2.2687 2020-07-04 10:16:32,419 - mmaction - INFO - Epoch [250][440/627] lr: 1.106e-04, eta: 1:08:01, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7063, loss_cls: 2.3262, loss: 2.3262 2020-07-04 10:16:50,148 - mmaction - INFO - Epoch [250][460/627] lr: 1.106e-04, eta: 1:07:40, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5063, top5_acc: 0.7104, loss_cls: 2.2932, loss: 2.2932 2020-07-04 10:17:07,895 - mmaction - INFO - Epoch [250][480/627] lr: 1.106e-04, eta: 1:07:19, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6917, loss_cls: 2.3448, loss: 2.3448 2020-07-04 10:17:25,637 - mmaction - INFO - Epoch [250][500/627] lr: 1.106e-04, eta: 1:06:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.7146, loss_cls: 2.2621, loss: 2.2621 2020-07-04 10:17:43,421 - mmaction - INFO - Epoch [250][520/627] lr: 1.106e-04, eta: 1:06:38, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7188, loss_cls: 2.2310, loss: 2.2310 2020-07-04 10:18:01,113 - mmaction - INFO - Epoch [250][540/627] lr: 1.106e-04, eta: 1:06:17, time: 0.884, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7083, loss_cls: 2.3385, loss: 2.3385 2020-07-04 10:18:18,866 - mmaction - INFO - Epoch [250][560/627] lr: 1.106e-04, eta: 1:05:56, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6750, loss_cls: 2.4928, loss: 2.4928 2020-07-04 10:18:36,648 - mmaction - INFO - Epoch [250][580/627] lr: 1.106e-04, eta: 1:05:35, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5146, top5_acc: 0.7187, loss_cls: 2.2026, loss: 2.2026 2020-07-04 10:18:54,428 - mmaction - INFO - Epoch [250][600/627] lr: 1.106e-04, eta: 1:05:15, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4812, top5_acc: 0.7229, loss_cls: 2.1924, loss: 2.1924 2020-07-04 10:19:12,135 - mmaction - INFO - Epoch [250][620/627] lr: 1.106e-04, eta: 1:04:54, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7125, loss_cls: 2.2793, loss: 2.2793 2020-07-04 10:20:59,109 - mmaction - INFO - Epoch [251][20/627] lr: 8.129e-05, eta: 1:04:28, time: 5.014, data_time: 4.109, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6979, loss_cls: 2.3865, loss: 2.3865 2020-07-04 10:21:16,718 - mmaction - INFO - Epoch [251][40/627] lr: 8.129e-05, eta: 1:04:07, time: 0.879, data_time: 0.004, memory: 8451, top1_acc: 0.5250, top5_acc: 0.7167, loss_cls: 2.2402, loss: 2.2402 2020-07-04 10:21:34,329 - mmaction - INFO - Epoch [251][60/627] lr: 8.129e-05, eta: 1:03:46, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6813, loss_cls: 2.4012, loss: 2.4012 2020-07-04 10:21:52,026 - mmaction - INFO - Epoch [251][80/627] lr: 8.129e-05, eta: 1:03:26, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6854, loss_cls: 2.3446, loss: 2.3446 2020-07-04 10:22:09,697 - mmaction - INFO - Epoch [251][100/627] lr: 8.129e-05, eta: 1:03:05, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7312, loss_cls: 2.2845, loss: 2.2845 2020-07-04 10:22:27,418 - mmaction - INFO - Epoch [251][120/627] lr: 8.129e-05, eta: 1:02:44, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7542, loss_cls: 2.1454, loss: 2.1454 2020-07-04 10:22:45,155 - mmaction - INFO - Epoch [251][140/627] lr: 8.129e-05, eta: 1:02:23, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6979, loss_cls: 2.3712, loss: 2.3712 2020-07-04 10:23:02,895 - mmaction - INFO - Epoch [251][160/627] lr: 8.129e-05, eta: 1:02:03, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6437, loss_cls: 2.5085, loss: 2.5085 2020-07-04 10:23:20,629 - mmaction - INFO - Epoch [251][180/627] lr: 8.129e-05, eta: 1:01:42, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7083, loss_cls: 2.2824, loss: 2.2824 2020-07-04 10:23:38,393 - mmaction - INFO - Epoch [251][200/627] lr: 8.129e-05, eta: 1:01:21, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6833, loss_cls: 2.3376, loss: 2.3376 2020-07-04 10:23:56,171 - mmaction - INFO - Epoch [251][220/627] lr: 8.129e-05, eta: 1:01:00, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7000, loss_cls: 2.2494, loss: 2.2494 2020-07-04 10:24:13,935 - mmaction - INFO - Epoch [251][240/627] lr: 8.129e-05, eta: 1:00:40, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6771, loss_cls: 2.5052, loss: 2.5052 2020-07-04 10:24:31,665 - mmaction - INFO - Epoch [251][260/627] lr: 8.129e-05, eta: 1:00:19, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.6771, loss_cls: 2.3437, loss: 2.3437 2020-07-04 10:24:49,402 - mmaction - INFO - Epoch [251][280/627] lr: 8.129e-05, eta: 0:59:58, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7187, loss_cls: 2.2482, loss: 2.2482 2020-07-04 10:25:08,147 - mmaction - INFO - Epoch [251][300/627] lr: 8.129e-05, eta: 0:59:37, time: 0.938, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7146, loss_cls: 2.2274, loss: 2.2274 2020-07-04 10:25:25,841 - mmaction - INFO - Epoch [251][320/627] lr: 8.129e-05, eta: 0:59:17, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7063, loss_cls: 2.1938, loss: 2.1938 2020-07-04 10:25:43,562 - mmaction - INFO - Epoch [251][340/627] lr: 8.129e-05, eta: 0:58:56, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.7229, loss_cls: 2.2427, loss: 2.2427 2020-07-04 10:26:01,296 - mmaction - INFO - Epoch [251][360/627] lr: 8.129e-05, eta: 0:58:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6917, loss_cls: 2.3400, loss: 2.3400 2020-07-04 10:26:19,291 - mmaction - INFO - Epoch [251][380/627] lr: 8.129e-05, eta: 0:58:15, time: 0.890, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6979, loss_cls: 2.3481, loss: 2.3481 2020-07-04 10:26:37,787 - mmaction - INFO - Epoch [251][400/627] lr: 8.129e-05, eta: 0:57:54, time: 0.935, data_time: 0.053, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6687, loss_cls: 2.4637, loss: 2.4637 2020-07-04 10:26:55,540 - mmaction - INFO - Epoch [251][420/627] lr: 8.129e-05, eta: 0:57:33, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6896, loss_cls: 2.3944, loss: 2.3944 2020-07-04 10:27:13,251 - mmaction - INFO - Epoch [251][440/627] lr: 8.129e-05, eta: 0:57:12, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4500, top5_acc: 0.6833, loss_cls: 2.3894, loss: 2.3894 2020-07-04 10:27:30,998 - mmaction - INFO - Epoch [251][460/627] lr: 8.129e-05, eta: 0:56:52, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6958, loss_cls: 2.3174, loss: 2.3174 2020-07-04 10:27:48,741 - mmaction - INFO - Epoch [251][480/627] lr: 8.129e-05, eta: 0:56:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7021, loss_cls: 2.2755, loss: 2.2755 2020-07-04 10:28:06,455 - mmaction - INFO - Epoch [251][500/627] lr: 8.129e-05, eta: 0:56:10, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7437, loss_cls: 2.1483, loss: 2.1483 2020-07-04 10:28:24,194 - mmaction - INFO - Epoch [251][520/627] lr: 8.129e-05, eta: 0:55:49, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6729, loss_cls: 2.4290, loss: 2.4290 2020-07-04 10:28:41,944 - mmaction - INFO - Epoch [251][540/627] lr: 8.129e-05, eta: 0:55:29, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.7271, loss_cls: 2.1815, loss: 2.1815 2020-07-04 10:28:59,699 - mmaction - INFO - Epoch [251][560/627] lr: 8.129e-05, eta: 0:55:08, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4687, top5_acc: 0.7229, loss_cls: 2.3329, loss: 2.3329 2020-07-04 10:29:17,429 - mmaction - INFO - Epoch [251][580/627] lr: 8.129e-05, eta: 0:54:47, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6979, loss_cls: 2.4270, loss: 2.4270 2020-07-04 10:29:35,190 - mmaction - INFO - Epoch [251][600/627] lr: 8.129e-05, eta: 0:54:27, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.3094, loss: 2.3094 2020-07-04 10:29:52,920 - mmaction - INFO - Epoch [251][620/627] lr: 8.129e-05, eta: 0:54:06, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.1716, loss: 2.1716 2020-07-04 10:31:53,763 - mmaction - INFO - Epoch [252][20/627] lr: 5.646e-05, eta: 0:53:40, time: 5.649, data_time: 4.412, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6937, loss_cls: 2.3142, loss: 2.3142 2020-07-04 10:32:11,355 - mmaction - INFO - Epoch [252][40/627] lr: 5.646e-05, eta: 0:53:19, time: 0.881, data_time: 0.003, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6687, loss_cls: 2.5065, loss: 2.5065 2020-07-04 10:32:29,005 - mmaction - INFO - Epoch [252][60/627] lr: 5.646e-05, eta: 0:52:58, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6896, loss_cls: 2.3772, loss: 2.3772 2020-07-04 10:32:46,709 - mmaction - INFO - Epoch [252][80/627] lr: 5.646e-05, eta: 0:52:37, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6833, loss_cls: 2.4355, loss: 2.4355 2020-07-04 10:33:04,434 - mmaction - INFO - Epoch [252][100/627] lr: 5.646e-05, eta: 0:52:17, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6958, loss_cls: 2.2591, loss: 2.2591 2020-07-04 10:33:22,088 - mmaction - INFO - Epoch [252][120/627] lr: 5.646e-05, eta: 0:51:56, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7021, loss_cls: 2.2406, loss: 2.2406 2020-07-04 10:33:39,859 - mmaction - INFO - Epoch [252][140/627] lr: 5.646e-05, eta: 0:51:35, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6917, loss_cls: 2.3128, loss: 2.3128 2020-07-04 10:33:57,591 - mmaction - INFO - Epoch [252][160/627] lr: 5.646e-05, eta: 0:51:15, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7000, loss_cls: 2.2712, loss: 2.2712 2020-07-04 10:34:15,350 - mmaction - INFO - Epoch [252][180/627] lr: 5.646e-05, eta: 0:50:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5229, top5_acc: 0.6979, loss_cls: 2.2283, loss: 2.2283 2020-07-04 10:34:33,126 - mmaction - INFO - Epoch [252][200/627] lr: 5.646e-05, eta: 0:50:33, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6542, loss_cls: 2.5309, loss: 2.5309 2020-07-04 10:34:50,892 - mmaction - INFO - Epoch [252][220/627] lr: 5.646e-05, eta: 0:50:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7063, loss_cls: 2.3252, loss: 2.3252 2020-07-04 10:35:08,914 - mmaction - INFO - Epoch [252][240/627] lr: 5.646e-05, eta: 0:49:52, time: 0.903, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7000, loss_cls: 2.3088, loss: 2.3088 2020-07-04 10:35:26,793 - mmaction - INFO - Epoch [252][260/627] lr: 5.646e-05, eta: 0:49:31, time: 0.888, data_time: 0.001, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6833, loss_cls: 2.3096, loss: 2.3096 2020-07-04 10:35:44,480 - mmaction - INFO - Epoch [252][280/627] lr: 5.646e-05, eta: 0:49:10, time: 0.890, data_time: 0.007, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7125, loss_cls: 2.3549, loss: 2.3549 2020-07-04 10:36:02,247 - mmaction - INFO - Epoch [252][300/627] lr: 5.646e-05, eta: 0:48:49, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6708, loss_cls: 2.4699, loss: 2.4699 2020-07-04 10:36:20,022 - mmaction - INFO - Epoch [252][320/627] lr: 5.646e-05, eta: 0:48:29, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.6979, loss_cls: 2.3306, loss: 2.3306 2020-07-04 10:36:37,869 - mmaction - INFO - Epoch [252][340/627] lr: 5.646e-05, eta: 0:48:08, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7083, loss_cls: 2.3477, loss: 2.3477 2020-07-04 10:36:55,687 - mmaction - INFO - Epoch [252][360/627] lr: 5.646e-05, eta: 0:47:47, time: 0.896, data_time: 0.012, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6833, loss_cls: 2.4259, loss: 2.4259 2020-07-04 10:37:13,440 - mmaction - INFO - Epoch [252][380/627] lr: 5.646e-05, eta: 0:47:27, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7083, loss_cls: 2.2902, loss: 2.2902 2020-07-04 10:37:31,223 - mmaction - INFO - Epoch [252][400/627] lr: 5.646e-05, eta: 0:47:06, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6875, loss_cls: 2.3430, loss: 2.3430 2020-07-04 10:37:49,667 - mmaction - INFO - Epoch [252][420/627] lr: 5.646e-05, eta: 0:46:45, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7229, loss_cls: 2.1994, loss: 2.1994 2020-07-04 10:38:12,214 - mmaction - INFO - Epoch [252][440/627] lr: 5.646e-05, eta: 0:46:24, time: 1.159, data_time: 0.070, memory: 8451, top1_acc: 0.5125, top5_acc: 0.7229, loss_cls: 2.2231, loss: 2.2231 2020-07-04 10:38:29,983 - mmaction - INFO - Epoch [252][460/627] lr: 5.646e-05, eta: 0:46:04, time: 0.893, data_time: 0.006, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6875, loss_cls: 2.2818, loss: 2.2818 2020-07-04 10:38:47,763 - mmaction - INFO - Epoch [252][480/627] lr: 5.646e-05, eta: 0:45:43, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7042, loss_cls: 2.2825, loss: 2.2825 2020-07-04 10:39:05,521 - mmaction - INFO - Epoch [252][500/627] lr: 5.646e-05, eta: 0:45:22, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7167, loss_cls: 2.2699, loss: 2.2699 2020-07-04 10:39:23,245 - mmaction - INFO - Epoch [252][520/627] lr: 5.646e-05, eta: 0:45:02, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6729, loss_cls: 2.3728, loss: 2.3728 2020-07-04 10:39:40,998 - mmaction - INFO - Epoch [252][540/627] lr: 5.646e-05, eta: 0:44:41, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7354, loss_cls: 2.1983, loss: 2.1983 2020-07-04 10:39:58,740 - mmaction - INFO - Epoch [252][560/627] lr: 5.646e-05, eta: 0:44:20, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6833, loss_cls: 2.4329, loss: 2.4329 2020-07-04 10:40:18,851 - mmaction - INFO - Epoch [252][580/627] lr: 5.646e-05, eta: 0:44:00, time: 0.985, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7354, loss_cls: 2.2192, loss: 2.2192 2020-07-04 10:40:37,681 - mmaction - INFO - Epoch [252][600/627] lr: 5.646e-05, eta: 0:43:39, time: 0.962, data_time: 0.070, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7083, loss_cls: 2.2388, loss: 2.2388 2020-07-04 10:40:55,447 - mmaction - INFO - Epoch [252][620/627] lr: 5.646e-05, eta: 0:43:18, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5271, top5_acc: 0.7167, loss_cls: 2.2447, loss: 2.2447 2020-07-04 10:42:51,115 - mmaction - INFO - Epoch [253][20/627] lr: 3.614e-05, eta: 0:42:52, time: 5.380, data_time: 4.344, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7062, loss_cls: 2.3145, loss: 2.3145 2020-07-04 10:43:08,719 - mmaction - INFO - Epoch [253][40/627] lr: 3.614e-05, eta: 0:42:31, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6958, loss_cls: 2.3759, loss: 2.3759 2020-07-04 10:43:26,411 - mmaction - INFO - Epoch [253][60/627] lr: 3.614e-05, eta: 0:42:10, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6938, loss_cls: 2.3475, loss: 2.3475 2020-07-04 10:43:44,093 - mmaction - INFO - Epoch [253][80/627] lr: 3.614e-05, eta: 0:41:49, time: 0.883, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6896, loss_cls: 2.3496, loss: 2.3496 2020-07-04 10:44:01,843 - mmaction - INFO - Epoch [253][100/627] lr: 3.614e-05, eta: 0:41:29, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5458, top5_acc: 0.7354, loss_cls: 2.0458, loss: 2.0458 2020-07-04 10:44:19,541 - mmaction - INFO - Epoch [253][120/627] lr: 3.614e-05, eta: 0:41:08, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.7104, loss_cls: 2.3317, loss: 2.3317 2020-07-04 10:44:37,267 - mmaction - INFO - Epoch [253][140/627] lr: 3.614e-05, eta: 0:40:47, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5313, top5_acc: 0.7125, loss_cls: 2.1917, loss: 2.1917 2020-07-04 10:44:55,021 - mmaction - INFO - Epoch [253][160/627] lr: 3.614e-05, eta: 0:40:26, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6771, loss_cls: 2.4396, loss: 2.4396 2020-07-04 10:45:13,226 - mmaction - INFO - Epoch [253][180/627] lr: 3.614e-05, eta: 0:40:06, time: 0.911, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6896, loss_cls: 2.4177, loss: 2.4177 2020-07-04 10:45:30,993 - mmaction - INFO - Epoch [253][200/627] lr: 3.614e-05, eta: 0:39:45, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7271, loss_cls: 2.1896, loss: 2.1896 2020-07-04 10:45:48,725 - mmaction - INFO - Epoch [253][220/627] lr: 3.614e-05, eta: 0:39:24, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6875, loss_cls: 2.3255, loss: 2.3255 2020-07-04 10:46:06,471 - mmaction - INFO - Epoch [253][240/627] lr: 3.614e-05, eta: 0:39:04, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4438, top5_acc: 0.6604, loss_cls: 2.4490, loss: 2.4490 2020-07-04 10:46:24,179 - mmaction - INFO - Epoch [253][260/627] lr: 3.614e-05, eta: 0:38:43, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.5063, top5_acc: 0.7021, loss_cls: 2.2206, loss: 2.2206 2020-07-04 10:46:41,924 - mmaction - INFO - Epoch [253][280/627] lr: 3.614e-05, eta: 0:38:22, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4479, top5_acc: 0.6646, loss_cls: 2.5246, loss: 2.5246 2020-07-04 10:46:59,658 - mmaction - INFO - Epoch [253][300/627] lr: 3.614e-05, eta: 0:38:01, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6813, loss_cls: 2.3831, loss: 2.3831 2020-07-04 10:47:17,418 - mmaction - INFO - Epoch [253][320/627] lr: 3.614e-05, eta: 0:37:41, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6792, loss_cls: 2.3967, loss: 2.3967 2020-07-04 10:47:35,171 - mmaction - INFO - Epoch [253][340/627] lr: 3.614e-05, eta: 0:37:20, time: 0.889, data_time: 0.003, memory: 8451, top1_acc: 0.5063, top5_acc: 0.7104, loss_cls: 2.2277, loss: 2.2277 2020-07-04 10:47:52,890 - mmaction - INFO - Epoch [253][360/627] lr: 3.614e-05, eta: 0:36:59, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7167, loss_cls: 2.2867, loss: 2.2867 2020-07-04 10:48:10,647 - mmaction - INFO - Epoch [253][380/627] lr: 3.614e-05, eta: 0:36:39, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.7042, loss_cls: 2.2979, loss: 2.2979 2020-07-04 10:48:28,378 - mmaction - INFO - Epoch [253][400/627] lr: 3.614e-05, eta: 0:36:18, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6979, loss_cls: 2.3480, loss: 2.3480 2020-07-04 10:48:46,138 - mmaction - INFO - Epoch [253][420/627] lr: 3.614e-05, eta: 0:35:57, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6833, loss_cls: 2.3188, loss: 2.3188 2020-07-04 10:49:03,887 - mmaction - INFO - Epoch [253][440/627] lr: 3.614e-05, eta: 0:35:36, time: 0.887, data_time: 0.005, memory: 8451, top1_acc: 0.4625, top5_acc: 0.6500, loss_cls: 2.4362, loss: 2.4362 2020-07-04 10:49:21,599 - mmaction - INFO - Epoch [253][460/627] lr: 3.614e-05, eta: 0:35:16, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6813, loss_cls: 2.3213, loss: 2.3213 2020-07-04 10:49:39,369 - mmaction - INFO - Epoch [253][480/627] lr: 3.614e-05, eta: 0:34:55, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.3713, loss: 2.3713 2020-07-04 10:49:57,728 - mmaction - INFO - Epoch [253][500/627] lr: 3.614e-05, eta: 0:34:34, time: 0.913, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7104, loss_cls: 2.2984, loss: 2.2984 2020-07-04 10:50:21,441 - mmaction - INFO - Epoch [253][520/627] lr: 3.614e-05, eta: 0:34:14, time: 1.191, data_time: 0.103, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6917, loss_cls: 2.4024, loss: 2.4024 2020-07-04 10:50:39,186 - mmaction - INFO - Epoch [253][540/627] lr: 3.614e-05, eta: 0:33:53, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6917, loss_cls: 2.3151, loss: 2.3151 2020-07-04 10:50:56,884 - mmaction - INFO - Epoch [253][560/627] lr: 3.614e-05, eta: 0:33:32, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7187, loss_cls: 2.3214, loss: 2.3214 2020-07-04 10:51:14,634 - mmaction - INFO - Epoch [253][580/627] lr: 3.614e-05, eta: 0:33:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7000, loss_cls: 2.3005, loss: 2.3005 2020-07-04 10:51:32,278 - mmaction - INFO - Epoch [253][600/627] lr: 3.614e-05, eta: 0:32:51, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7042, loss_cls: 2.3401, loss: 2.3401 2020-07-04 10:51:49,998 - mmaction - INFO - Epoch [253][620/627] lr: 3.614e-05, eta: 0:32:30, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4208, top5_acc: 0.6583, loss_cls: 2.5071, loss: 2.5071 2020-07-04 10:54:02,827 - mmaction - INFO - Epoch [254][20/627] lr: 2.033e-05, eta: 0:32:04, time: 6.258, data_time: 5.313, memory: 8451, top1_acc: 0.4750, top5_acc: 0.7062, loss_cls: 2.3941, loss: 2.3941 2020-07-04 10:54:20,434 - mmaction - INFO - Epoch [254][40/627] lr: 2.033e-05, eta: 0:31:43, time: 0.880, data_time: 0.005, memory: 8451, top1_acc: 0.5292, top5_acc: 0.7000, loss_cls: 2.2125, loss: 2.2125 2020-07-04 10:54:38,056 - mmaction - INFO - Epoch [254][60/627] lr: 2.033e-05, eta: 0:31:22, time: 0.883, data_time: 0.003, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7021, loss_cls: 2.2948, loss: 2.2948 2020-07-04 10:54:55,750 - mmaction - INFO - Epoch [254][80/627] lr: 2.033e-05, eta: 0:31:01, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4979, top5_acc: 0.6938, loss_cls: 2.3395, loss: 2.3395 2020-07-04 10:55:16,045 - mmaction - INFO - Epoch [254][100/627] lr: 2.033e-05, eta: 0:30:41, time: 1.013, data_time: 0.002, memory: 8451, top1_acc: 0.4458, top5_acc: 0.7062, loss_cls: 2.3111, loss: 2.3111 2020-07-04 10:55:33,851 - mmaction - INFO - Epoch [254][120/627] lr: 2.033e-05, eta: 0:30:20, time: 0.893, data_time: 0.005, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6833, loss_cls: 2.3551, loss: 2.3551 2020-07-04 10:55:51,539 - mmaction - INFO - Epoch [254][140/627] lr: 2.033e-05, eta: 0:29:59, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6854, loss_cls: 2.2686, loss: 2.2686 2020-07-04 10:56:10,935 - mmaction - INFO - Epoch [254][160/627] lr: 2.033e-05, eta: 0:29:39, time: 0.969, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6833, loss_cls: 2.3338, loss: 2.3338 2020-07-04 10:56:28,621 - mmaction - INFO - Epoch [254][180/627] lr: 2.033e-05, eta: 0:29:18, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7021, loss_cls: 2.2482, loss: 2.2482 2020-07-04 10:56:46,337 - mmaction - INFO - Epoch [254][200/627] lr: 2.033e-05, eta: 0:28:57, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7292, loss_cls: 2.2232, loss: 2.2232 2020-07-04 10:57:04,069 - mmaction - INFO - Epoch [254][220/627] lr: 2.033e-05, eta: 0:28:36, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7021, loss_cls: 2.3019, loss: 2.3019 2020-07-04 10:57:21,814 - mmaction - INFO - Epoch [254][240/627] lr: 2.033e-05, eta: 0:28:16, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5187, top5_acc: 0.7063, loss_cls: 2.2547, loss: 2.2547 2020-07-04 10:57:39,592 - mmaction - INFO - Epoch [254][260/627] lr: 2.033e-05, eta: 0:27:55, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7000, loss_cls: 2.3244, loss: 2.3244 2020-07-04 10:57:57,355 - mmaction - INFO - Epoch [254][280/627] lr: 2.033e-05, eta: 0:27:34, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.5208, top5_acc: 0.7438, loss_cls: 2.1702, loss: 2.1702 2020-07-04 10:58:15,069 - mmaction - INFO - Epoch [254][300/627] lr: 2.033e-05, eta: 0:27:14, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6792, loss_cls: 2.3454, loss: 2.3454 2020-07-04 10:58:32,812 - mmaction - INFO - Epoch [254][320/627] lr: 2.033e-05, eta: 0:26:53, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6688, loss_cls: 2.4258, loss: 2.4258 2020-07-04 10:58:50,512 - mmaction - INFO - Epoch [254][340/627] lr: 2.033e-05, eta: 0:26:32, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.5000, top5_acc: 0.6896, loss_cls: 2.2732, loss: 2.2732 2020-07-04 10:59:08,257 - mmaction - INFO - Epoch [254][360/627] lr: 2.033e-05, eta: 0:26:12, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7208, loss_cls: 2.2451, loss: 2.2451 2020-07-04 10:59:25,991 - mmaction - INFO - Epoch [254][380/627] lr: 2.033e-05, eta: 0:25:51, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6917, loss_cls: 2.3523, loss: 2.3523 2020-07-04 10:59:43,766 - mmaction - INFO - Epoch [254][400/627] lr: 2.033e-05, eta: 0:25:30, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6813, loss_cls: 2.4551, loss: 2.4551 2020-07-04 11:00:01,518 - mmaction - INFO - Epoch [254][420/627] lr: 2.033e-05, eta: 0:25:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6875, loss_cls: 2.3540, loss: 2.3540 2020-07-04 11:00:27,343 - mmaction - INFO - Epoch [254][440/627] lr: 2.033e-05, eta: 0:24:49, time: 1.286, data_time: 0.004, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6771, loss_cls: 2.3746, loss: 2.3746 2020-07-04 11:00:45,075 - mmaction - INFO - Epoch [254][460/627] lr: 2.033e-05, eta: 0:24:28, time: 0.892, data_time: 0.010, memory: 8451, top1_acc: 0.4813, top5_acc: 0.6771, loss_cls: 2.3815, loss: 2.3815 2020-07-04 11:01:02,896 - mmaction - INFO - Epoch [254][480/627] lr: 2.033e-05, eta: 0:24:07, time: 0.890, data_time: 0.009, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6833, loss_cls: 2.3064, loss: 2.3064 2020-07-04 11:01:20,604 - mmaction - INFO - Epoch [254][500/627] lr: 2.033e-05, eta: 0:23:47, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6854, loss_cls: 2.4164, loss: 2.4164 2020-07-04 11:01:38,309 - mmaction - INFO - Epoch [254][520/627] lr: 2.033e-05, eta: 0:23:26, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6708, loss_cls: 2.4389, loss: 2.4389 2020-07-04 11:01:56,065 - mmaction - INFO - Epoch [254][540/627] lr: 2.033e-05, eta: 0:23:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7000, loss_cls: 2.3005, loss: 2.3005 2020-07-04 11:02:13,858 - mmaction - INFO - Epoch [254][560/627] lr: 2.033e-05, eta: 0:22:45, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.4563, top5_acc: 0.6979, loss_cls: 2.3659, loss: 2.3659 2020-07-04 11:02:31,594 - mmaction - INFO - Epoch [254][580/627] lr: 2.033e-05, eta: 0:22:24, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6833, loss_cls: 2.3579, loss: 2.3579 2020-07-04 11:02:49,387 - mmaction - INFO - Epoch [254][600/627] lr: 2.033e-05, eta: 0:22:03, time: 0.889, data_time: 0.001, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6771, loss_cls: 2.3893, loss: 2.3893 2020-07-04 11:03:07,101 - mmaction - INFO - Epoch [254][620/627] lr: 2.033e-05, eta: 0:21:43, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.4542, top5_acc: 0.6604, loss_cls: 2.5075, loss: 2.5075 2020-07-04 11:05:29,196 - mmaction - INFO - Epoch [255][20/627] lr: 9.035e-06, eta: 0:21:15, time: 6.454, data_time: 5.532, memory: 8451, top1_acc: 0.4979, top5_acc: 0.7188, loss_cls: 2.2831, loss: 2.2831 2020-07-04 11:05:46,888 - mmaction - INFO - Epoch [255][40/627] lr: 9.035e-06, eta: 0:20:55, time: 0.884, data_time: 0.005, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7000, loss_cls: 2.2754, loss: 2.2754 2020-07-04 11:06:04,555 - mmaction - INFO - Epoch [255][60/627] lr: 9.035e-06, eta: 0:20:34, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6750, loss_cls: 2.3999, loss: 2.3999 2020-07-04 11:06:22,166 - mmaction - INFO - Epoch [255][80/627] lr: 9.035e-06, eta: 0:20:13, time: 0.880, data_time: 0.003, memory: 8451, top1_acc: 0.4417, top5_acc: 0.6687, loss_cls: 2.5180, loss: 2.5180 2020-07-04 11:06:39,900 - mmaction - INFO - Epoch [255][100/627] lr: 9.035e-06, eta: 0:19:53, time: 0.887, data_time: 0.008, memory: 8451, top1_acc: 0.4437, top5_acc: 0.6729, loss_cls: 2.4988, loss: 2.4988 2020-07-04 11:06:57,622 - mmaction - INFO - Epoch [255][120/627] lr: 9.035e-06, eta: 0:19:32, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6917, loss_cls: 2.3422, loss: 2.3422 2020-07-04 11:07:15,317 - mmaction - INFO - Epoch [255][140/627] lr: 9.035e-06, eta: 0:19:11, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7271, loss_cls: 2.2186, loss: 2.2186 2020-07-04 11:07:33,025 - mmaction - INFO - Epoch [255][160/627] lr: 9.035e-06, eta: 0:18:51, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7229, loss_cls: 2.2343, loss: 2.2343 2020-07-04 11:07:50,695 - mmaction - INFO - Epoch [255][180/627] lr: 9.035e-06, eta: 0:18:30, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4500, top5_acc: 0.7104, loss_cls: 2.3264, loss: 2.3264 2020-07-04 11:08:08,410 - mmaction - INFO - Epoch [255][200/627] lr: 9.035e-06, eta: 0:18:09, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7062, loss_cls: 2.3458, loss: 2.3458 2020-07-04 11:08:26,158 - mmaction - INFO - Epoch [255][220/627] lr: 9.035e-06, eta: 0:17:48, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7021, loss_cls: 2.2946, loss: 2.2946 2020-07-04 11:08:43,856 - mmaction - INFO - Epoch [255][240/627] lr: 9.035e-06, eta: 0:17:28, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7021, loss_cls: 2.2600, loss: 2.2600 2020-07-04 11:09:01,593 - mmaction - INFO - Epoch [255][260/627] lr: 9.035e-06, eta: 0:17:07, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6854, loss_cls: 2.3735, loss: 2.3735 2020-07-04 11:09:19,335 - mmaction - INFO - Epoch [255][280/627] lr: 9.035e-06, eta: 0:16:46, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4896, top5_acc: 0.6938, loss_cls: 2.3227, loss: 2.3227 2020-07-04 11:09:37,138 - mmaction - INFO - Epoch [255][300/627] lr: 9.035e-06, eta: 0:16:26, time: 0.890, data_time: 0.002, memory: 8451, top1_acc: 0.5333, top5_acc: 0.7375, loss_cls: 2.1259, loss: 2.1259 2020-07-04 11:09:54,886 - mmaction - INFO - Epoch [255][320/627] lr: 9.035e-06, eta: 0:16:05, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4792, top5_acc: 0.6937, loss_cls: 2.3371, loss: 2.3371 2020-07-04 11:10:12,653 - mmaction - INFO - Epoch [255][340/627] lr: 9.035e-06, eta: 0:15:44, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6792, loss_cls: 2.4256, loss: 2.4256 2020-07-04 11:10:30,437 - mmaction - INFO - Epoch [255][360/627] lr: 9.035e-06, eta: 0:15:24, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6667, loss_cls: 2.4605, loss: 2.4605 2020-07-04 11:10:48,211 - mmaction - INFO - Epoch [255][380/627] lr: 9.035e-06, eta: 0:15:03, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7042, loss_cls: 2.2762, loss: 2.2762 2020-07-04 11:11:06,223 - mmaction - INFO - Epoch [255][400/627] lr: 9.035e-06, eta: 0:14:42, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7083, loss_cls: 2.2724, loss: 2.2724 2020-07-04 11:11:24,233 - mmaction - INFO - Epoch [255][420/627] lr: 9.035e-06, eta: 0:14:22, time: 0.915, data_time: 0.032, memory: 8451, top1_acc: 0.5396, top5_acc: 0.7021, loss_cls: 2.2334, loss: 2.2334 2020-07-04 11:11:42,013 - mmaction - INFO - Epoch [255][440/627] lr: 9.035e-06, eta: 0:14:01, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6958, loss_cls: 2.3187, loss: 2.3187 2020-07-04 11:11:59,745 - mmaction - INFO - Epoch [255][460/627] lr: 9.035e-06, eta: 0:13:40, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.3347, loss: 2.3347 2020-07-04 11:12:17,480 - mmaction - INFO - Epoch [255][480/627] lr: 9.035e-06, eta: 0:13:20, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.7125, loss_cls: 2.4037, loss: 2.4037 2020-07-04 11:12:35,214 - mmaction - INFO - Epoch [255][500/627] lr: 9.035e-06, eta: 0:12:59, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.7104, loss_cls: 2.2763, loss: 2.2763 2020-07-04 11:12:52,957 - mmaction - INFO - Epoch [255][520/627] lr: 9.035e-06, eta: 0:12:38, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.5229, top5_acc: 0.7396, loss_cls: 2.1954, loss: 2.1954 2020-07-04 11:13:10,673 - mmaction - INFO - Epoch [255][540/627] lr: 9.035e-06, eta: 0:12:17, time: 0.886, data_time: 0.001, memory: 8451, top1_acc: 0.5083, top5_acc: 0.7063, loss_cls: 2.1500, loss: 2.1500 2020-07-04 11:13:28,448 - mmaction - INFO - Epoch [255][560/627] lr: 9.035e-06, eta: 0:11:57, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7104, loss_cls: 2.2883, loss: 2.2883 2020-07-04 11:13:46,194 - mmaction - INFO - Epoch [255][580/627] lr: 9.035e-06, eta: 0:11:36, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4750, top5_acc: 0.6812, loss_cls: 2.3010, loss: 2.3010 2020-07-04 11:14:03,932 - mmaction - INFO - Epoch [255][600/627] lr: 9.035e-06, eta: 0:11:15, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4604, top5_acc: 0.6708, loss_cls: 2.3753, loss: 2.3753 2020-07-04 11:14:21,659 - mmaction - INFO - Epoch [255][620/627] lr: 9.035e-06, eta: 0:10:55, time: 0.887, data_time: 0.003, memory: 8451, top1_acc: 0.4729, top5_acc: 0.6896, loss_cls: 2.3126, loss: 2.3126 2020-07-04 11:16:15,418 - mmaction - INFO - Epoch [256][20/627] lr: 2.259e-06, eta: 0:10:27, time: 5.265, data_time: 4.377, memory: 8451, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.4105, loss: 2.4105 2020-07-04 11:16:33,069 - mmaction - INFO - Epoch [256][40/627] lr: 2.259e-06, eta: 0:10:06, time: 0.882, data_time: 0.003, memory: 8451, top1_acc: 0.5167, top5_acc: 0.7375, loss_cls: 2.1329, loss: 2.1329 2020-07-04 11:16:50,738 - mmaction - INFO - Epoch [256][60/627] lr: 2.259e-06, eta: 0:09:46, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4521, top5_acc: 0.6667, loss_cls: 2.4624, loss: 2.4624 2020-07-04 11:17:08,387 - mmaction - INFO - Epoch [256][80/627] lr: 2.259e-06, eta: 0:09:25, time: 0.882, data_time: 0.002, memory: 8451, top1_acc: 0.5229, top5_acc: 0.7375, loss_cls: 2.0838, loss: 2.0838 2020-07-04 11:17:26,092 - mmaction - INFO - Epoch [256][100/627] lr: 2.259e-06, eta: 0:09:04, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.7208, loss_cls: 2.2534, loss: 2.2534 2020-07-04 11:17:43,778 - mmaction - INFO - Epoch [256][120/627] lr: 2.259e-06, eta: 0:08:44, time: 0.884, data_time: 0.002, memory: 8451, top1_acc: 0.4896, top5_acc: 0.7167, loss_cls: 2.2842, loss: 2.2842 2020-07-04 11:18:01,381 - mmaction - INFO - Epoch [256][140/627] lr: 2.259e-06, eta: 0:08:23, time: 0.880, data_time: 0.001, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6687, loss_cls: 2.5103, loss: 2.5103 2020-07-04 11:18:19,076 - mmaction - INFO - Epoch [256][160/627] lr: 2.259e-06, eta: 0:08:02, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4333, top5_acc: 0.6792, loss_cls: 2.5203, loss: 2.5203 2020-07-04 11:18:36,803 - mmaction - INFO - Epoch [256][180/627] lr: 2.259e-06, eta: 0:07:42, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4771, top5_acc: 0.6979, loss_cls: 2.3657, loss: 2.3657 2020-07-04 11:18:54,511 - mmaction - INFO - Epoch [256][200/627] lr: 2.259e-06, eta: 0:07:21, time: 0.885, data_time: 0.002, memory: 8451, top1_acc: 0.4854, top5_acc: 0.7083, loss_cls: 2.2064, loss: 2.2064 2020-07-04 11:19:12,176 - mmaction - INFO - Epoch [256][220/627] lr: 2.259e-06, eta: 0:07:00, time: 0.883, data_time: 0.001, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6667, loss_cls: 2.3711, loss: 2.3711 2020-07-04 11:19:29,920 - mmaction - INFO - Epoch [256][240/627] lr: 2.259e-06, eta: 0:06:40, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.5104, top5_acc: 0.7125, loss_cls: 2.2147, loss: 2.2147 2020-07-04 11:19:47,657 - mmaction - INFO - Epoch [256][260/627] lr: 2.259e-06, eta: 0:06:19, time: 0.888, data_time: 0.003, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6917, loss_cls: 2.3016, loss: 2.3016 2020-07-04 11:20:07,099 - mmaction - INFO - Epoch [256][280/627] lr: 2.259e-06, eta: 0:05:58, time: 0.969, data_time: 0.002, memory: 8451, top1_acc: 0.4875, top5_acc: 0.6854, loss_cls: 2.2800, loss: 2.2800 2020-07-04 11:20:24,778 - mmaction - INFO - Epoch [256][300/627] lr: 2.259e-06, eta: 0:05:38, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4854, top5_acc: 0.6896, loss_cls: 2.3692, loss: 2.3692 2020-07-04 11:20:42,498 - mmaction - INFO - Epoch [256][320/627] lr: 2.259e-06, eta: 0:05:17, time: 0.885, data_time: 0.003, memory: 8451, top1_acc: 0.5271, top5_acc: 0.7146, loss_cls: 2.2137, loss: 2.2137 2020-07-04 11:21:00,190 - mmaction - INFO - Epoch [256][340/627] lr: 2.259e-06, eta: 0:04:56, time: 0.886, data_time: 0.002, memory: 8451, top1_acc: 0.4792, top5_acc: 0.7083, loss_cls: 2.2838, loss: 2.2838 2020-07-04 11:21:17,937 - mmaction - INFO - Epoch [256][360/627] lr: 2.259e-06, eta: 0:04:35, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4917, top5_acc: 0.6792, loss_cls: 2.3430, loss: 2.3430 2020-07-04 11:21:35,671 - mmaction - INFO - Epoch [256][380/627] lr: 2.259e-06, eta: 0:04:15, time: 0.887, data_time: 0.001, memory: 8451, top1_acc: 0.5042, top5_acc: 0.7292, loss_cls: 2.2170, loss: 2.2170 2020-07-04 11:21:53,429 - mmaction - INFO - Epoch [256][400/627] lr: 2.259e-06, eta: 0:03:54, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.7146, loss_cls: 2.2089, loss: 2.2089 2020-07-04 11:22:11,158 - mmaction - INFO - Epoch [256][420/627] lr: 2.259e-06, eta: 0:03:33, time: 0.887, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2229, loss: 2.2229 2020-07-04 11:22:28,873 - mmaction - INFO - Epoch [256][440/627] lr: 2.259e-06, eta: 0:03:13, time: 0.884, data_time: 0.003, memory: 8451, top1_acc: 0.4583, top5_acc: 0.6729, loss_cls: 2.3736, loss: 2.3736 2020-07-04 11:22:46,554 - mmaction - INFO - Epoch [256][460/627] lr: 2.259e-06, eta: 0:02:52, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4667, top5_acc: 0.6792, loss_cls: 2.4743, loss: 2.4743 2020-07-04 11:23:04,328 - mmaction - INFO - Epoch [256][480/627] lr: 2.259e-06, eta: 0:02:31, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4938, top5_acc: 0.7063, loss_cls: 2.2886, loss: 2.2886 2020-07-04 11:23:22,023 - mmaction - INFO - Epoch [256][500/627] lr: 2.259e-06, eta: 0:02:11, time: 0.885, data_time: 0.001, memory: 8451, top1_acc: 0.5146, top5_acc: 0.7479, loss_cls: 2.0998, loss: 2.0998 2020-07-04 11:23:39,789 - mmaction - INFO - Epoch [256][520/627] lr: 2.259e-06, eta: 0:01:50, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4688, top5_acc: 0.6896, loss_cls: 2.3374, loss: 2.3374 2020-07-04 11:23:57,562 - mmaction - INFO - Epoch [256][540/627] lr: 2.259e-06, eta: 0:01:29, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.5021, top5_acc: 0.6937, loss_cls: 2.2959, loss: 2.2959 2020-07-04 11:24:15,345 - mmaction - INFO - Epoch [256][560/627] lr: 2.259e-06, eta: 0:01:09, time: 0.888, data_time: 0.002, memory: 8451, top1_acc: 0.4958, top5_acc: 0.6979, loss_cls: 2.2815, loss: 2.2815 2020-07-04 11:24:33,123 - mmaction - INFO - Epoch [256][580/627] lr: 2.259e-06, eta: 0:00:48, time: 0.889, data_time: 0.002, memory: 8451, top1_acc: 0.4708, top5_acc: 0.6812, loss_cls: 2.3611, loss: 2.3611 2020-07-04 11:24:50,846 - mmaction - INFO - Epoch [256][600/627] lr: 2.259e-06, eta: 0:00:27, time: 0.886, data_time: 0.003, memory: 8451, top1_acc: 0.4833, top5_acc: 0.6750, loss_cls: 2.4135, loss: 2.4135 2020-07-04 11:25:08,657 - mmaction - INFO - Epoch [256][620/627] lr: 2.259e-06, eta: 0:00:07, time: 0.891, data_time: 0.002, memory: 8451, top1_acc: 0.4646, top5_acc: 0.6417, loss_cls: 2.5475, loss: 2.5475 2020-07-04 11:25:18,292 - mmaction - INFO - Saving checkpoint at 256 epochs 2020-07-04 11:27:11,396 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-04 11:27:12,324 - mmaction - INFO - top1_acc 0.5058 top5_acc 0.7392 2020-07-04 11:27:12,324 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-04 11:27:12,385 - mmaction - INFO - mean_acc 0.5057 2020-07-04 11:27:12,393 - mmaction - INFO - Epoch [256][627/627] lr: 2.259e-06, top1_acc: 0.5058, top5_acc: 0.7392, mean_class_accuracy: 0.5057