2020-06-30 21:44:54,851 - 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 ------------------------------------------------------------ 2020-06-30 21:44:54,851 - mmaction - INFO - Distributed training: True 2020-06-30 21:44:54,851 - mmaction - INFO - Config: /mnt/lustre/duanhaodong/mmaction-lite/configs/tsn/rgb-8seg.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNet', pretrained='modelzoo/resnet50-19c8e357.pth', depth=50, norm_eval=False), cls_head=dict( type='TSNHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.4, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = '/mnt/lustre/DATAshare2/kinetics_400_train_320_frames' data_root_val = '/mnt/lustre/DATAshare2/kinetics_400_val_320_frames' ann_file_train = 'data/kinetics400/kinetics_train_list_hd320.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_hd320.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, 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='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=25, 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='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=12, workers_per_gpu=2, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict(type='SGD', lr=0.01125, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=5) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/rgb-8seg/' load_from = None resume_from = None workflow = [('train', 5)] 2020-06-30 21:44:56,344 - mmaction - WARNING - The model and loaded state dict do not match exactly unexpected key in source state_dict: fc.weight, fc.bias 2020-06-30 21:45:03,979 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-36-195, work_dir: /mnt/lustre/duanhaodong/mmaction-lite/work_dirs/rgb-8seg 2020-06-30 21:45:03,979 - mmaction - INFO - workflow: [('train', 5)], max: 100 epochs 2020-06-30 21:45:29,380 - mmaction - INFO - Epoch [1][20/835] lr: 1.125e-02, eta: 1 day, 5:23:59, time: 1.268, data_time: 0.568, memory: 8344, top1_acc: 0.0042, top5_acc: 0.0167, loss_cls: 5.9695, loss: 5.9695 2020-06-30 21:45:41,377 - mmaction - INFO - Epoch [1][40/835] lr: 1.125e-02, eta: 21:38:36, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.0375, top5_acc: 0.0708, loss_cls: 5.7270, loss: 5.7270 2020-06-30 21:45:53,360 - mmaction - INFO - Epoch [1][60/835] lr: 1.125e-02, eta: 19:03:32, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.0583, top5_acc: 0.2000, loss_cls: 5.3792, loss: 5.3792 2020-06-30 21:46:05,346 - mmaction - INFO - Epoch [1][80/835] lr: 1.125e-02, eta: 17:45:57, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.0625, top5_acc: 0.1792, loss_cls: 5.1753, loss: 5.1753 2020-06-30 21:46:17,449 - mmaction - INFO - Epoch [1][100/835] lr: 1.125e-02, eta: 17:00:49, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.1125, top5_acc: 0.2750, loss_cls: 4.7256, loss: 4.7256 2020-06-30 21:46:29,514 - mmaction - INFO - Epoch [1][120/835] lr: 1.125e-02, eta: 16:29:57, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.1375, top5_acc: 0.3125, loss_cls: 4.5247, loss: 4.5247 2020-06-30 21:46:41,600 - mmaction - INFO - Epoch [1][140/835] lr: 1.125e-02, eta: 16:08:23, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.1542, top5_acc: 0.3458, loss_cls: 4.3422, loss: 4.3422 2020-06-30 21:46:53,696 - mmaction - INFO - Epoch [1][160/835] lr: 1.125e-02, eta: 15:52:12, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.1458, top5_acc: 0.3583, loss_cls: 4.2156, loss: 4.2156 2020-06-30 21:47:05,769 - mmaction - INFO - Epoch [1][180/835] lr: 1.125e-02, eta: 15:39:10, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.1667, top5_acc: 0.3500, loss_cls: 4.1366, loss: 4.1366 2020-06-30 21:47:17,849 - mmaction - INFO - Epoch [1][200/835] lr: 1.125e-02, eta: 15:28:59, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.1750, top5_acc: 0.3958, loss_cls: 4.0664, loss: 4.0664 2020-06-30 21:47:29,941 - mmaction - INFO - Epoch [1][220/835] lr: 1.125e-02, eta: 15:20:38, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.1708, top5_acc: 0.3667, loss_cls: 4.1163, loss: 4.1163 2020-06-30 21:47:41,966 - mmaction - INFO - Epoch [1][240/835] lr: 1.125e-02, eta: 15:13:19, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.2333, top5_acc: 0.4792, loss_cls: 3.7558, loss: 3.7558 2020-06-30 21:47:54,038 - mmaction - INFO - Epoch [1][260/835] lr: 1.125e-02, eta: 15:07:10, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.2333, top5_acc: 0.4958, loss_cls: 3.7587, loss: 3.7587 2020-06-30 21:48:06,183 - mmaction - INFO - Epoch [1][280/835] lr: 1.125e-02, eta: 15:02:18, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.2458, top5_acc: 0.4833, loss_cls: 3.6762, loss: 3.6762 2020-06-30 21:48:18,292 - mmaction - INFO - Epoch [1][300/835] lr: 1.125e-02, eta: 14:57:53, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.2292, top5_acc: 0.4958, loss_cls: 3.6150, loss: 3.6150 2020-06-30 21:48:30,387 - mmaction - INFO - Epoch [1][320/835] lr: 1.125e-02, eta: 14:54:01, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.2458, top5_acc: 0.5042, loss_cls: 3.6493, loss: 3.6493 2020-06-30 21:48:42,478 - mmaction - INFO - Epoch [1][340/835] lr: 1.125e-02, eta: 14:50:36, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.2417, top5_acc: 0.5000, loss_cls: 3.5136, loss: 3.5136 2020-06-30 21:48:54,608 - mmaction - INFO - Epoch [1][360/835] lr: 1.125e-02, eta: 14:47:32, time: 0.606, data_time: 0.000, memory: 8344, top1_acc: 0.2958, top5_acc: 0.5167, loss_cls: 3.4344, loss: 3.4344 2020-06-30 21:49:06,694 - mmaction - INFO - Epoch [1][380/835] lr: 1.125e-02, eta: 14:44:39, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.2750, top5_acc: 0.5333, loss_cls: 3.4222, loss: 3.4222 2020-06-30 21:49:18,793 - mmaction - INFO - Epoch [1][400/835] lr: 1.125e-02, eta: 14:42:08, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.2333, top5_acc: 0.5458, loss_cls: 3.3546, loss: 3.3546 2020-06-30 21:49:30,922 - mmaction - INFO - Epoch [1][420/835] lr: 1.125e-02, eta: 14:39:54, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.2708, top5_acc: 0.5542, loss_cls: 3.2918, loss: 3.2918 2020-06-30 21:49:42,915 - mmaction - INFO - Epoch [1][440/835] lr: 1.125e-02, eta: 14:37:29, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.2417, top5_acc: 0.4875, loss_cls: 3.5000, loss: 3.5000 2020-06-30 21:49:55,002 - mmaction - INFO - Epoch [1][460/835] lr: 1.125e-02, eta: 14:35:21, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.2833, top5_acc: 0.5708, loss_cls: 3.2990, loss: 3.2990 2020-06-30 21:50:07,162 - mmaction - INFO - Epoch [1][480/835] lr: 1.125e-02, eta: 14:33:53, time: 0.611, data_time: 0.003, memory: 8344, top1_acc: 0.3292, top5_acc: 0.5542, loss_cls: 3.2545, loss: 3.2545 2020-06-30 21:50:19,263 - mmaction - INFO - Epoch [1][500/835] lr: 1.125e-02, eta: 14:32:08, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.2750, top5_acc: 0.5667, loss_cls: 3.3091, loss: 3.3091 2020-06-30 21:50:31,334 - mmaction - INFO - Epoch [1][520/835] lr: 1.125e-02, eta: 14:30:30, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.3125, top5_acc: 0.5708, loss_cls: 3.1078, loss: 3.1078 2020-06-30 21:50:43,410 - mmaction - INFO - Epoch [1][540/835] lr: 1.125e-02, eta: 14:29:02, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.3042, top5_acc: 0.5625, loss_cls: 3.1118, loss: 3.1118 2020-06-30 21:50:55,477 - mmaction - INFO - Epoch [1][560/835] lr: 1.125e-02, eta: 14:27:32, time: 0.602, data_time: 0.000, memory: 8344, top1_acc: 0.3208, top5_acc: 0.5625, loss_cls: 3.1720, loss: 3.1720 2020-06-30 21:51:07,698 - mmaction - INFO - Epoch [1][580/835] lr: 1.125e-02, eta: 14:26:32, time: 0.611, data_time: 0.001, memory: 8344, top1_acc: 0.3208, top5_acc: 0.5625, loss_cls: 3.1806, loss: 3.1806 2020-06-30 21:51:19,792 - mmaction - INFO - Epoch [1][600/835] lr: 1.125e-02, eta: 14:25:18, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.3208, top5_acc: 0.5917, loss_cls: 3.0997, loss: 3.0997 2020-06-30 21:51:31,838 - mmaction - INFO - Epoch [1][620/835] lr: 1.125e-02, eta: 14:23:59, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.3458, top5_acc: 0.6042, loss_cls: 3.0902, loss: 3.0902 2020-06-30 21:51:43,942 - mmaction - INFO - Epoch [1][640/835] lr: 1.125e-02, eta: 14:22:56, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0219, loss: 3.0219 2020-06-30 21:51:56,061 - mmaction - INFO - Epoch [1][660/835] lr: 1.125e-02, eta: 14:21:57, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.3250, top5_acc: 0.5958, loss_cls: 3.0558, loss: 3.0558 2020-06-30 21:52:08,163 - mmaction - INFO - Epoch [1][680/835] lr: 1.125e-02, eta: 14:20:57, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.3167, top5_acc: 0.5917, loss_cls: 3.0880, loss: 3.0880 2020-06-30 21:52:20,193 - mmaction - INFO - Epoch [1][700/835] lr: 1.125e-02, eta: 14:19:50, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.3167, top5_acc: 0.5875, loss_cls: 3.0563, loss: 3.0563 2020-06-30 21:52:32,233 - mmaction - INFO - Epoch [1][720/835] lr: 1.125e-02, eta: 14:18:53, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.3667, top5_acc: 0.6292, loss_cls: 2.8712, loss: 2.8712 2020-06-30 21:52:44,333 - mmaction - INFO - Epoch [1][740/835] lr: 1.125e-02, eta: 14:17:56, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.3333, top5_acc: 0.5625, loss_cls: 3.0895, loss: 3.0895 2020-06-30 21:52:56,395 - mmaction - INFO - Epoch [1][760/835] lr: 1.125e-02, eta: 14:17:05, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.9317, loss: 2.9317 2020-06-30 21:53:08,476 - mmaction - INFO - Epoch [1][780/835] lr: 1.125e-02, eta: 14:16:14, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.3542, top5_acc: 0.6208, loss_cls: 2.8164, loss: 2.8164 2020-06-30 21:53:20,612 - mmaction - INFO - Epoch [1][800/835] lr: 1.125e-02, eta: 14:15:33, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4208, top5_acc: 0.6667, loss_cls: 2.6732, loss: 2.6732 2020-06-30 21:53:32,652 - mmaction - INFO - Epoch [1][820/835] lr: 1.125e-02, eta: 14:14:44, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.3542, top5_acc: 0.6125, loss_cls: 3.0353, loss: 3.0353 2020-06-30 21:54:07,390 - mmaction - INFO - Epoch [2][20/835] lr: 1.125e-02, eta: 14:19:29, time: 1.244, data_time: 0.632, memory: 8344, top1_acc: 0.3833, top5_acc: 0.6458, loss_cls: 2.7837, loss: 2.7837 2020-06-30 21:54:19,449 - mmaction - INFO - Epoch [2][40/835] lr: 1.125e-02, eta: 14:18:34, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.3792, top5_acc: 0.6333, loss_cls: 2.8833, loss: 2.8833 2020-06-30 21:54:31,502 - mmaction - INFO - Epoch [2][60/835] lr: 1.125e-02, eta: 14:17:44, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.3500, top5_acc: 0.6542, loss_cls: 2.9035, loss: 2.9035 2020-06-30 21:54:43,661 - mmaction - INFO - Epoch [2][80/835] lr: 1.125e-02, eta: 14:17:04, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.3417, top5_acc: 0.6458, loss_cls: 2.8951, loss: 2.8951 2020-06-30 21:54:55,744 - mmaction - INFO - Epoch [2][100/835] lr: 1.125e-02, eta: 14:16:19, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.3625, top5_acc: 0.6708, loss_cls: 2.8020, loss: 2.8020 2020-06-30 21:55:07,829 - mmaction - INFO - Epoch [2][120/835] lr: 1.125e-02, eta: 14:15:36, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.3708, top5_acc: 0.6375, loss_cls: 2.7321, loss: 2.7321 2020-06-30 21:55:20,041 - mmaction - INFO - Epoch [2][140/835] lr: 1.125e-02, eta: 14:15:04, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.3917, top5_acc: 0.7000, loss_cls: 2.5419, loss: 2.5419 2020-06-30 21:55:32,119 - mmaction - INFO - Epoch [2][160/835] lr: 1.125e-02, eta: 14:14:22, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.3667, top5_acc: 0.5958, loss_cls: 2.8720, loss: 2.8720 2020-06-30 21:55:44,227 - mmaction - INFO - Epoch [2][180/835] lr: 1.125e-02, eta: 14:13:43, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4125, top5_acc: 0.7208, loss_cls: 2.5775, loss: 2.5775 2020-06-30 21:55:56,282 - mmaction - INFO - Epoch [2][200/835] lr: 1.125e-02, eta: 14:13:03, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4167, top5_acc: 0.6917, loss_cls: 2.5675, loss: 2.5675 2020-06-30 21:56:08,328 - mmaction - INFO - Epoch [2][220/835] lr: 1.125e-02, eta: 14:12:22, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.3875, top5_acc: 0.6750, loss_cls: 2.6416, loss: 2.6416 2020-06-30 21:56:20,386 - mmaction - INFO - Epoch [2][240/835] lr: 1.125e-02, eta: 14:11:42, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.3792, top5_acc: 0.6375, loss_cls: 2.9135, loss: 2.9135 2020-06-30 21:56:32,552 - mmaction - INFO - Epoch [2][260/835] lr: 1.125e-02, eta: 14:11:11, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8047, loss: 2.8047 2020-06-30 21:56:44,680 - mmaction - INFO - Epoch [2][280/835] lr: 1.125e-02, eta: 14:10:39, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.3167, top5_acc: 0.5875, loss_cls: 2.9828, loss: 2.9828 2020-06-30 21:56:56,785 - mmaction - INFO - Epoch [2][300/835] lr: 1.125e-02, eta: 14:10:07, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4083, top5_acc: 0.6667, loss_cls: 2.6354, loss: 2.6354 2020-06-30 21:57:08,900 - mmaction - INFO - Epoch [2][320/835] lr: 1.125e-02, eta: 14:09:35, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4208, top5_acc: 0.6833, loss_cls: 2.6406, loss: 2.6406 2020-06-30 21:57:21,006 - mmaction - INFO - Epoch [2][340/835] lr: 1.125e-02, eta: 14:09:02, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.3167, top5_acc: 0.6083, loss_cls: 2.9415, loss: 2.9415 2020-06-30 21:57:33,119 - mmaction - INFO - Epoch [2][360/835] lr: 1.125e-02, eta: 14:08:32, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.3792, top5_acc: 0.6667, loss_cls: 2.8215, loss: 2.8215 2020-06-30 21:57:45,208 - mmaction - INFO - Epoch [2][380/835] lr: 1.125e-02, eta: 14:08:01, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.3750, top5_acc: 0.6833, loss_cls: 2.6325, loss: 2.6325 2020-06-30 21:57:57,280 - mmaction - INFO - Epoch [2][400/835] lr: 1.125e-02, eta: 14:07:29, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.3875, top5_acc: 0.6667, loss_cls: 2.6818, loss: 2.6818 2020-06-30 21:58:09,407 - mmaction - INFO - Epoch [2][420/835] lr: 1.125e-02, eta: 14:07:00, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.3958, top5_acc: 0.6083, loss_cls: 2.7848, loss: 2.7848 2020-06-30 21:58:21,495 - mmaction - INFO - Epoch [2][440/835] lr: 1.125e-02, eta: 14:06:31, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4042, top5_acc: 0.6667, loss_cls: 2.7078, loss: 2.7078 2020-06-30 21:58:33,601 - mmaction - INFO - Epoch [2][460/835] lr: 1.125e-02, eta: 14:06:03, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.3542, top5_acc: 0.5958, loss_cls: 3.0453, loss: 3.0453 2020-06-30 21:58:45,758 - mmaction - INFO - Epoch [2][480/835] lr: 1.125e-02, eta: 14:05:38, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4250, top5_acc: 0.6708, loss_cls: 2.6156, loss: 2.6156 2020-06-30 21:58:57,879 - mmaction - INFO - Epoch [2][500/835] lr: 1.125e-02, eta: 14:05:13, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4458, top5_acc: 0.6917, loss_cls: 2.5818, loss: 2.5818 2020-06-30 21:59:09,960 - mmaction - INFO - Epoch [2][520/835] lr: 1.125e-02, eta: 14:04:44, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.3917, top5_acc: 0.6125, loss_cls: 2.6617, loss: 2.6617 2020-06-30 21:59:22,126 - mmaction - INFO - Epoch [2][540/835] lr: 1.125e-02, eta: 14:04:21, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.4125, top5_acc: 0.6917, loss_cls: 2.6503, loss: 2.6503 2020-06-30 21:59:34,256 - mmaction - INFO - Epoch [2][560/835] lr: 1.125e-02, eta: 14:03:57, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4375, top5_acc: 0.6958, loss_cls: 2.5457, loss: 2.5457 2020-06-30 21:59:46,347 - mmaction - INFO - Epoch [2][580/835] lr: 1.125e-02, eta: 14:03:30, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.3458, top5_acc: 0.7083, loss_cls: 2.7518, loss: 2.7518 2020-06-30 21:59:58,469 - mmaction - INFO - Epoch [2][600/835] lr: 1.125e-02, eta: 14:03:07, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.3542, top5_acc: 0.6167, loss_cls: 2.8859, loss: 2.8859 2020-06-30 22:00:11,430 - mmaction - INFO - Epoch [2][620/835] lr: 1.125e-02, eta: 14:03:29, time: 0.647, data_time: 0.001, memory: 8344, top1_acc: 0.4333, top5_acc: 0.7042, loss_cls: 2.5282, loss: 2.5282 2020-06-30 22:00:23,590 - mmaction - INFO - Epoch [2][640/835] lr: 1.125e-02, eta: 14:03:07, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.4125, top5_acc: 0.7125, loss_cls: 2.4605, loss: 2.4605 2020-06-30 22:00:35,731 - mmaction - INFO - Epoch [2][660/835] lr: 1.125e-02, eta: 14:02:44, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.4375, top5_acc: 0.7167, loss_cls: 2.4491, loss: 2.4491 2020-06-30 22:00:47,836 - mmaction - INFO - Epoch [2][680/835] lr: 1.125e-02, eta: 14:02:19, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4750, top5_acc: 0.6833, loss_cls: 2.4940, loss: 2.4940 2020-06-30 22:00:59,984 - mmaction - INFO - Epoch [2][700/835] lr: 1.125e-02, eta: 14:01:57, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4083, top5_acc: 0.6750, loss_cls: 2.6317, loss: 2.6317 2020-06-30 22:01:12,082 - mmaction - INFO - Epoch [2][720/835] lr: 1.125e-02, eta: 14:01:33, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4208, top5_acc: 0.6958, loss_cls: 2.4990, loss: 2.4990 2020-06-30 22:01:24,198 - mmaction - INFO - Epoch [2][740/835] lr: 1.125e-02, eta: 14:01:10, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4083, top5_acc: 0.6833, loss_cls: 2.5882, loss: 2.5882 2020-06-30 22:01:36,478 - mmaction - INFO - Epoch [2][760/835] lr: 1.125e-02, eta: 14:00:56, time: 0.615, data_time: 0.014, memory: 8344, top1_acc: 0.3583, top5_acc: 0.6583, loss_cls: 2.7721, loss: 2.7721 2020-06-30 22:01:48,588 - mmaction - INFO - Epoch [2][780/835] lr: 1.125e-02, eta: 14:00:33, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4417, top5_acc: 0.7083, loss_cls: 2.5164, loss: 2.5164 2020-06-30 22:02:00,721 - mmaction - INFO - Epoch [2][800/835] lr: 1.125e-02, eta: 14:00:10, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4042, top5_acc: 0.6792, loss_cls: 2.5837, loss: 2.5837 2020-06-30 22:02:12,851 - mmaction - INFO - Epoch [2][820/835] lr: 1.125e-02, eta: 13:59:49, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.4292, top5_acc: 0.6958, loss_cls: 2.4726, loss: 2.4726 2020-06-30 22:02:48,261 - mmaction - INFO - Epoch [3][20/835] lr: 1.125e-02, eta: 14:02:23, time: 1.258, data_time: 0.653, memory: 8344, top1_acc: 0.4458, top5_acc: 0.7250, loss_cls: 2.3914, loss: 2.3914 2020-06-30 22:03:00,358 - mmaction - INFO - Epoch [3][40/835] lr: 1.125e-02, eta: 14:01:57, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4208, top5_acc: 0.6792, loss_cls: 2.5675, loss: 2.5675 2020-06-30 22:03:12,486 - mmaction - INFO - Epoch [3][60/835] lr: 1.125e-02, eta: 14:01:34, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4500, top5_acc: 0.6958, loss_cls: 2.4863, loss: 2.4863 2020-06-30 22:03:24,578 - mmaction - INFO - Epoch [3][80/835] lr: 1.125e-02, eta: 14:01:11, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7292, loss_cls: 2.2759, loss: 2.2759 2020-06-30 22:03:36,579 - mmaction - INFO - Epoch [3][100/835] lr: 1.125e-02, eta: 14:00:42, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.4583, top5_acc: 0.7083, loss_cls: 2.4763, loss: 2.4763 2020-06-30 22:03:48,637 - mmaction - INFO - Epoch [3][120/835] lr: 1.125e-02, eta: 14:00:16, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.3917, top5_acc: 0.6500, loss_cls: 2.6545, loss: 2.6545 2020-06-30 22:04:00,794 - mmaction - INFO - Epoch [3][140/835] lr: 1.125e-02, eta: 13:59:56, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.4525, loss: 2.4525 2020-06-30 22:04:12,865 - mmaction - INFO - Epoch [3][160/835] lr: 1.125e-02, eta: 13:59:31, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4167, top5_acc: 0.7042, loss_cls: 2.5730, loss: 2.5730 2020-06-30 22:04:24,942 - mmaction - INFO - Epoch [3][180/835] lr: 1.125e-02, eta: 13:59:08, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7292, loss_cls: 2.3291, loss: 2.3291 2020-06-30 22:04:36,945 - mmaction - INFO - Epoch [3][200/835] lr: 1.125e-02, eta: 13:58:41, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.4458, top5_acc: 0.7333, loss_cls: 2.3904, loss: 2.3904 2020-06-30 22:04:49,001 - mmaction - INFO - Epoch [3][220/835] lr: 1.125e-02, eta: 13:58:17, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4083, top5_acc: 0.6833, loss_cls: 2.5555, loss: 2.5555 2020-06-30 22:05:01,061 - mmaction - INFO - Epoch [3][240/835] lr: 1.125e-02, eta: 13:57:53, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.4292, top5_acc: 0.6875, loss_cls: 2.5389, loss: 2.5389 2020-06-30 22:05:13,098 - mmaction - INFO - Epoch [3][260/835] lr: 1.125e-02, eta: 13:57:29, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.4250, top5_acc: 0.7083, loss_cls: 2.4638, loss: 2.4638 2020-06-30 22:05:25,173 - mmaction - INFO - Epoch [3][280/835] lr: 1.125e-02, eta: 13:57:06, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.4417, top5_acc: 0.6792, loss_cls: 2.5907, loss: 2.5907 2020-06-30 22:05:37,307 - mmaction - INFO - Epoch [3][300/835] lr: 1.125e-02, eta: 13:56:46, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.3958, top5_acc: 0.6500, loss_cls: 2.6355, loss: 2.6355 2020-06-30 22:05:49,349 - mmaction - INFO - Epoch [3][320/835] lr: 1.125e-02, eta: 13:56:23, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.4583, top5_acc: 0.6917, loss_cls: 2.3616, loss: 2.3616 2020-06-30 22:06:01,444 - mmaction - INFO - Epoch [3][340/835] lr: 1.125e-02, eta: 13:56:01, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7083, loss_cls: 2.4081, loss: 2.4081 2020-06-30 22:06:13,514 - mmaction - INFO - Epoch [3][360/835] lr: 1.125e-02, eta: 13:55:40, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4625, top5_acc: 0.7333, loss_cls: 2.3227, loss: 2.3227 2020-06-30 22:06:25,623 - mmaction - INFO - Epoch [3][380/835] lr: 1.125e-02, eta: 13:55:19, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7167, loss_cls: 2.2917, loss: 2.2917 2020-06-30 22:06:37,706 - mmaction - INFO - Epoch [3][400/835] lr: 1.125e-02, eta: 13:54:57, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4292, top5_acc: 0.6542, loss_cls: 2.5356, loss: 2.5356 2020-06-30 22:06:49,728 - mmaction - INFO - Epoch [3][420/835] lr: 1.125e-02, eta: 13:54:35, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.4292, top5_acc: 0.7000, loss_cls: 2.4682, loss: 2.4682 2020-06-30 22:07:01,839 - mmaction - INFO - Epoch [3][440/835] lr: 1.125e-02, eta: 13:54:15, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4125, top5_acc: 0.7042, loss_cls: 2.4041, loss: 2.4041 2020-06-30 22:07:13,938 - mmaction - INFO - Epoch [3][460/835] lr: 1.125e-02, eta: 13:53:54, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4000, top5_acc: 0.6958, loss_cls: 2.4468, loss: 2.4468 2020-06-30 22:07:26,026 - mmaction - INFO - Epoch [3][480/835] lr: 1.125e-02, eta: 13:53:34, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.5230, loss: 2.5230 2020-06-30 22:07:38,120 - mmaction - INFO - Epoch [3][500/835] lr: 1.125e-02, eta: 13:53:15, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.3958, top5_acc: 0.6458, loss_cls: 2.7320, loss: 2.7320 2020-06-30 22:07:50,166 - mmaction - INFO - Epoch [3][520/835] lr: 1.125e-02, eta: 13:52:53, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.4250, top5_acc: 0.7083, loss_cls: 2.5471, loss: 2.5471 2020-06-30 22:08:02,235 - mmaction - INFO - Epoch [3][540/835] lr: 1.125e-02, eta: 13:52:33, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.4375, top5_acc: 0.6917, loss_cls: 2.4802, loss: 2.4802 2020-06-30 22:08:14,325 - mmaction - INFO - Epoch [3][560/835] lr: 1.125e-02, eta: 13:52:13, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4500, top5_acc: 0.7042, loss_cls: 2.3850, loss: 2.3850 2020-06-30 22:08:26,452 - mmaction - INFO - Epoch [3][580/835] lr: 1.125e-02, eta: 13:51:56, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2632, loss: 2.2632 2020-06-30 22:08:38,479 - mmaction - INFO - Epoch [3][600/835] lr: 1.125e-02, eta: 13:51:34, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.4000, top5_acc: 0.6583, loss_cls: 2.6456, loss: 2.6456 2020-06-30 22:08:50,520 - mmaction - INFO - Epoch [3][620/835] lr: 1.125e-02, eta: 13:51:13, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.4467, loss: 2.4467 2020-06-30 22:09:02,584 - mmaction - INFO - Epoch [3][640/835] lr: 1.125e-02, eta: 13:50:53, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4500, top5_acc: 0.6792, loss_cls: 2.5087, loss: 2.5087 2020-06-30 22:09:14,680 - mmaction - INFO - Epoch [3][660/835] lr: 1.125e-02, eta: 13:50:34, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4167, top5_acc: 0.6833, loss_cls: 2.4024, loss: 2.4024 2020-06-30 22:09:26,764 - mmaction - INFO - Epoch [3][680/835] lr: 1.125e-02, eta: 13:50:15, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4458, top5_acc: 0.7458, loss_cls: 2.3579, loss: 2.3579 2020-06-30 22:09:38,857 - mmaction - INFO - Epoch [3][700/835] lr: 1.125e-02, eta: 13:49:56, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4125, top5_acc: 0.6958, loss_cls: 2.4511, loss: 2.4511 2020-06-30 22:09:50,956 - mmaction - INFO - Epoch [3][720/835] lr: 1.125e-02, eta: 13:49:38, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4542, top5_acc: 0.7208, loss_cls: 2.3078, loss: 2.3078 2020-06-30 22:10:03,007 - mmaction - INFO - Epoch [3][740/835] lr: 1.125e-02, eta: 13:49:19, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4417, top5_acc: 0.7250, loss_cls: 2.4433, loss: 2.4433 2020-06-30 22:10:15,032 - mmaction - INFO - Epoch [3][760/835] lr: 1.125e-02, eta: 13:48:58, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.4375, top5_acc: 0.6583, loss_cls: 2.4626, loss: 2.4626 2020-06-30 22:10:27,238 - mmaction - INFO - Epoch [3][780/835] lr: 1.125e-02, eta: 13:48:43, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.3093, loss: 2.3093 2020-06-30 22:10:39,362 - mmaction - INFO - Epoch [3][800/835] lr: 1.125e-02, eta: 13:48:26, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.3958, top5_acc: 0.6625, loss_cls: 2.6223, loss: 2.6223 2020-06-30 22:10:51,425 - mmaction - INFO - Epoch [3][820/835] lr: 1.125e-02, eta: 13:48:07, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4542, top5_acc: 0.6875, loss_cls: 2.4032, loss: 2.4032 2020-06-30 22:11:25,700 - mmaction - INFO - Epoch [4][20/835] lr: 1.125e-02, eta: 13:49:26, time: 1.229, data_time: 0.626, memory: 8344, top1_acc: 0.4208, top5_acc: 0.7125, loss_cls: 2.4218, loss: 2.4218 2020-06-30 22:11:37,759 - mmaction - INFO - Epoch [4][40/835] lr: 1.125e-02, eta: 13:49:06, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.3875, top5_acc: 0.7000, loss_cls: 2.4657, loss: 2.4657 2020-06-30 22:11:49,760 - mmaction - INFO - Epoch [4][60/835] lr: 1.125e-02, eta: 13:48:45, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7625, loss_cls: 2.1750, loss: 2.1750 2020-06-30 22:12:01,814 - mmaction - INFO - Epoch [4][80/835] lr: 1.125e-02, eta: 13:48:25, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7125, loss_cls: 2.3373, loss: 2.3373 2020-06-30 22:12:13,870 - mmaction - INFO - Epoch [4][100/835] lr: 1.125e-02, eta: 13:48:05, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.4125, top5_acc: 0.6792, loss_cls: 2.4057, loss: 2.4057 2020-06-30 22:12:25,933 - mmaction - INFO - Epoch [4][120/835] lr: 1.125e-02, eta: 13:47:46, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.4667, top5_acc: 0.6792, loss_cls: 2.4476, loss: 2.4476 2020-06-30 22:12:38,033 - mmaction - INFO - Epoch [4][140/835] lr: 1.125e-02, eta: 13:47:29, time: 0.606, data_time: 0.004, memory: 8344, top1_acc: 0.4583, top5_acc: 0.6667, loss_cls: 2.4045, loss: 2.4045 2020-06-30 22:12:50,153 - mmaction - INFO - Epoch [4][160/835] lr: 1.125e-02, eta: 13:47:12, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4792, top5_acc: 0.6833, loss_cls: 2.3855, loss: 2.3855 2020-06-30 22:13:02,239 - mmaction - INFO - Epoch [4][180/835] lr: 1.125e-02, eta: 13:46:53, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4458, top5_acc: 0.7250, loss_cls: 2.4173, loss: 2.4173 2020-06-30 22:13:14,335 - mmaction - INFO - Epoch [4][200/835] lr: 1.125e-02, eta: 13:46:36, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4375, top5_acc: 0.7083, loss_cls: 2.5131, loss: 2.5131 2020-06-30 22:13:26,454 - mmaction - INFO - Epoch [4][220/835] lr: 1.125e-02, eta: 13:46:19, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4500, top5_acc: 0.6583, loss_cls: 2.4392, loss: 2.4392 2020-06-30 22:13:38,590 - mmaction - INFO - Epoch [4][240/835] lr: 1.125e-02, eta: 13:46:02, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4583, top5_acc: 0.6958, loss_cls: 2.4398, loss: 2.4398 2020-06-30 22:13:50,738 - mmaction - INFO - Epoch [4][260/835] lr: 1.125e-02, eta: 13:45:46, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7375, loss_cls: 2.1768, loss: 2.1768 2020-06-30 22:14:02,875 - mmaction - INFO - Epoch [4][280/835] lr: 1.125e-02, eta: 13:45:31, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.4426, loss: 2.4426 2020-06-30 22:14:14,975 - mmaction - INFO - Epoch [4][300/835] lr: 1.125e-02, eta: 13:45:13, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4792, top5_acc: 0.7208, loss_cls: 2.3396, loss: 2.3396 2020-06-30 22:14:27,093 - mmaction - INFO - Epoch [4][320/835] lr: 1.125e-02, eta: 13:44:57, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4417, top5_acc: 0.6750, loss_cls: 2.5517, loss: 2.5517 2020-06-30 22:14:39,159 - mmaction - INFO - Epoch [4][340/835] lr: 1.125e-02, eta: 13:44:38, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.3792, top5_acc: 0.6625, loss_cls: 2.6428, loss: 2.6428 2020-06-30 22:14:51,325 - mmaction - INFO - Epoch [4][360/835] lr: 1.125e-02, eta: 13:44:23, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.4583, top5_acc: 0.6917, loss_cls: 2.3793, loss: 2.3793 2020-06-30 22:15:03,413 - mmaction - INFO - Epoch [4][380/835] lr: 1.125e-02, eta: 13:44:06, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4250, top5_acc: 0.6708, loss_cls: 2.5831, loss: 2.5831 2020-06-30 22:15:15,510 - mmaction - INFO - Epoch [4][400/835] lr: 1.125e-02, eta: 13:43:49, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4292, top5_acc: 0.6875, loss_cls: 2.5013, loss: 2.5013 2020-06-30 22:15:27,665 - mmaction - INFO - Epoch [4][420/835] lr: 1.125e-02, eta: 13:43:33, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.4625, top5_acc: 0.7625, loss_cls: 2.2193, loss: 2.2193 2020-06-30 22:15:39,750 - mmaction - INFO - Epoch [4][440/835] lr: 1.125e-02, eta: 13:43:16, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.4583, top5_acc: 0.7167, loss_cls: 2.3307, loss: 2.3307 2020-06-30 22:15:51,833 - mmaction - INFO - Epoch [4][460/835] lr: 1.125e-02, eta: 13:42:59, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4583, top5_acc: 0.7042, loss_cls: 2.3459, loss: 2.3459 2020-06-30 22:16:03,904 - mmaction - INFO - Epoch [4][480/835] lr: 1.125e-02, eta: 13:42:42, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4750, top5_acc: 0.6917, loss_cls: 2.3913, loss: 2.3913 2020-06-30 22:16:15,993 - mmaction - INFO - Epoch [4][500/835] lr: 1.125e-02, eta: 13:42:24, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4542, top5_acc: 0.7458, loss_cls: 2.3082, loss: 2.3082 2020-06-30 22:16:28,108 - mmaction - INFO - Epoch [4][520/835] lr: 1.125e-02, eta: 13:42:09, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.2874, loss: 2.2874 2020-06-30 22:16:40,192 - mmaction - INFO - Epoch [4][540/835] lr: 1.125e-02, eta: 13:41:52, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7208, loss_cls: 2.4625, loss: 2.4625 2020-06-30 22:16:52,322 - mmaction - INFO - Epoch [4][560/835] lr: 1.125e-02, eta: 13:41:36, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7458, loss_cls: 2.2377, loss: 2.2377 2020-06-30 22:17:04,394 - mmaction - INFO - Epoch [4][580/835] lr: 1.125e-02, eta: 13:41:19, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7750, loss_cls: 2.1275, loss: 2.1275 2020-06-30 22:17:16,519 - mmaction - INFO - Epoch [4][600/835] lr: 1.125e-02, eta: 13:41:03, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4458, top5_acc: 0.7167, loss_cls: 2.3279, loss: 2.3279 2020-06-30 22:17:28,611 - mmaction - INFO - Epoch [4][620/835] lr: 1.125e-02, eta: 13:40:47, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7333, loss_cls: 2.2627, loss: 2.2627 2020-06-30 22:17:40,781 - mmaction - INFO - Epoch [4][640/835] lr: 1.125e-02, eta: 13:40:32, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.4083, top5_acc: 0.6958, loss_cls: 2.4609, loss: 2.4609 2020-06-30 22:17:52,928 - mmaction - INFO - Epoch [4][660/835] lr: 1.125e-02, eta: 13:40:17, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4458, top5_acc: 0.7083, loss_cls: 2.3268, loss: 2.3268 2020-06-30 22:18:05,058 - mmaction - INFO - Epoch [4][680/835] lr: 1.125e-02, eta: 13:40:02, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.5073, loss: 2.5073 2020-06-30 22:18:17,243 - mmaction - INFO - Epoch [4][700/835] lr: 1.125e-02, eta: 13:39:48, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7208, loss_cls: 2.3153, loss: 2.3153 2020-06-30 22:18:29,325 - mmaction - INFO - Epoch [4][720/835] lr: 1.125e-02, eta: 13:39:32, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4292, top5_acc: 0.6875, loss_cls: 2.4355, loss: 2.4355 2020-06-30 22:18:41,415 - mmaction - INFO - Epoch [4][740/835] lr: 1.125e-02, eta: 13:39:16, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4625, top5_acc: 0.7167, loss_cls: 2.4208, loss: 2.4208 2020-06-30 22:18:53,531 - mmaction - INFO - Epoch [4][760/835] lr: 1.125e-02, eta: 13:39:00, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4333, top5_acc: 0.6667, loss_cls: 2.5805, loss: 2.5805 2020-06-30 22:19:05,618 - mmaction - INFO - Epoch [4][780/835] lr: 1.125e-02, eta: 13:38:43, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4000, top5_acc: 0.7125, loss_cls: 2.3491, loss: 2.3491 2020-06-30 22:19:17,668 - mmaction - INFO - Epoch [4][800/835] lr: 1.125e-02, eta: 13:38:27, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7417, loss_cls: 2.1521, loss: 2.1521 2020-06-30 22:19:29,753 - mmaction - INFO - Epoch [4][820/835] lr: 1.125e-02, eta: 13:38:11, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4042, top5_acc: 0.7042, loss_cls: 2.5015, loss: 2.5015 2020-06-30 22:20:06,695 - mmaction - INFO - Epoch [5][20/835] lr: 1.125e-02, eta: 13:40:05, time: 1.357, data_time: 0.746, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2638, loss: 2.2638 2020-06-30 22:20:18,745 - mmaction - INFO - Epoch [5][40/835] lr: 1.125e-02, eta: 13:39:48, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4542, top5_acc: 0.6958, loss_cls: 2.4432, loss: 2.4432 2020-06-30 22:20:30,799 - mmaction - INFO - Epoch [5][60/835] lr: 1.125e-02, eta: 13:39:30, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.6958, loss_cls: 2.3582, loss: 2.3582 2020-06-30 22:20:42,858 - mmaction - INFO - Epoch [5][80/835] lr: 1.125e-02, eta: 13:39:13, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7083, loss_cls: 2.2839, loss: 2.2839 2020-06-30 22:20:54,969 - mmaction - INFO - Epoch [5][100/835] lr: 1.125e-02, eta: 13:38:56, time: 0.604, data_time: 0.000, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7125, loss_cls: 2.1711, loss: 2.1711 2020-06-30 22:21:07,076 - mmaction - INFO - Epoch [5][120/835] lr: 1.125e-02, eta: 13:38:40, time: 0.605, data_time: 0.004, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2452, loss: 2.2452 2020-06-30 22:21:19,148 - mmaction - INFO - Epoch [5][140/835] lr: 1.125e-02, eta: 13:38:24, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7125, loss_cls: 2.2903, loss: 2.2903 2020-06-30 22:21:31,217 - mmaction - INFO - Epoch [5][160/835] lr: 1.125e-02, eta: 13:38:06, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4125, top5_acc: 0.6458, loss_cls: 2.7229, loss: 2.7229 2020-06-30 22:21:43,294 - mmaction - INFO - Epoch [5][180/835] lr: 1.125e-02, eta: 13:37:50, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.4625, top5_acc: 0.7208, loss_cls: 2.3576, loss: 2.3576 2020-06-30 22:21:55,442 - mmaction - INFO - Epoch [5][200/835] lr: 1.125e-02, eta: 13:37:35, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7292, loss_cls: 2.1195, loss: 2.1195 2020-06-30 22:22:07,519 - mmaction - INFO - Epoch [5][220/835] lr: 1.125e-02, eta: 13:37:18, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4625, top5_acc: 0.7417, loss_cls: 2.2357, loss: 2.2357 2020-06-30 22:22:19,623 - mmaction - INFO - Epoch [5][240/835] lr: 1.125e-02, eta: 13:37:02, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.2928, loss: 2.2928 2020-06-30 22:22:31,653 - mmaction - INFO - Epoch [5][260/835] lr: 1.125e-02, eta: 13:36:45, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5042, top5_acc: 0.6958, loss_cls: 2.5531, loss: 2.5531 2020-06-30 22:22:43,776 - mmaction - INFO - Epoch [5][280/835] lr: 1.125e-02, eta: 13:36:29, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7458, loss_cls: 2.1548, loss: 2.1548 2020-06-30 22:22:55,855 - mmaction - INFO - Epoch [5][300/835] lr: 1.125e-02, eta: 13:36:13, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4625, top5_acc: 0.7583, loss_cls: 2.1473, loss: 2.1473 2020-06-30 22:23:07,955 - mmaction - INFO - Epoch [5][320/835] lr: 1.125e-02, eta: 13:35:57, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4458, top5_acc: 0.7042, loss_cls: 2.3289, loss: 2.3289 2020-06-30 22:23:20,053 - mmaction - INFO - Epoch [5][340/835] lr: 1.125e-02, eta: 13:35:41, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7417, loss_cls: 2.2515, loss: 2.2515 2020-06-30 22:23:32,211 - mmaction - INFO - Epoch [5][360/835] lr: 1.125e-02, eta: 13:35:27, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7083, loss_cls: 2.3364, loss: 2.3364 2020-06-30 22:23:44,269 - mmaction - INFO - Epoch [5][380/835] lr: 1.125e-02, eta: 13:35:10, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4792, top5_acc: 0.7083, loss_cls: 2.3319, loss: 2.3319 2020-06-30 22:23:56,353 - mmaction - INFO - Epoch [5][400/835] lr: 1.125e-02, eta: 13:34:54, time: 0.604, data_time: 0.000, memory: 8344, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.3662, loss: 2.3662 2020-06-30 22:24:08,426 - mmaction - INFO - Epoch [5][420/835] lr: 1.125e-02, eta: 13:34:38, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7333, loss_cls: 2.0700, loss: 2.0700 2020-06-30 22:24:20,558 - mmaction - INFO - Epoch [5][440/835] lr: 1.125e-02, eta: 13:34:23, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4875, top5_acc: 0.6875, loss_cls: 2.3177, loss: 2.3177 2020-06-30 22:24:32,626 - mmaction - INFO - Epoch [5][460/835] lr: 1.125e-02, eta: 13:34:06, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7208, loss_cls: 2.2408, loss: 2.2408 2020-06-30 22:24:44,768 - mmaction - INFO - Epoch [5][480/835] lr: 1.125e-02, eta: 13:33:52, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7375, loss_cls: 2.2439, loss: 2.2439 2020-06-30 22:24:56,907 - mmaction - INFO - Epoch [5][500/835] lr: 1.125e-02, eta: 13:33:37, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4542, top5_acc: 0.6958, loss_cls: 2.3860, loss: 2.3860 2020-06-30 22:25:09,009 - mmaction - INFO - Epoch [5][520/835] lr: 1.125e-02, eta: 13:33:22, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4292, top5_acc: 0.6667, loss_cls: 2.4852, loss: 2.4852 2020-06-30 22:25:21,167 - mmaction - INFO - Epoch [5][540/835] lr: 1.125e-02, eta: 13:33:07, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0617, loss: 2.0617 2020-06-30 22:25:33,207 - mmaction - INFO - Epoch [5][560/835] lr: 1.125e-02, eta: 13:32:50, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7625, loss_cls: 2.1128, loss: 2.1128 2020-06-30 22:25:45,229 - mmaction - INFO - Epoch [5][580/835] lr: 1.125e-02, eta: 13:32:34, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7500, loss_cls: 2.2119, loss: 2.2119 2020-06-30 22:25:57,332 - mmaction - INFO - Epoch [5][600/835] lr: 1.125e-02, eta: 13:32:19, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4333, top5_acc: 0.6583, loss_cls: 2.5708, loss: 2.5708 2020-06-30 22:26:09,451 - mmaction - INFO - Epoch [5][620/835] lr: 1.125e-02, eta: 13:32:03, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7250, loss_cls: 2.3468, loss: 2.3468 2020-06-30 22:26:21,572 - mmaction - INFO - Epoch [5][640/835] lr: 1.125e-02, eta: 13:31:48, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7167, loss_cls: 2.3085, loss: 2.3085 2020-06-30 22:26:33,662 - mmaction - INFO - Epoch [5][660/835] lr: 1.125e-02, eta: 13:31:33, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7292, loss_cls: 2.2665, loss: 2.2665 2020-06-30 22:26:45,799 - mmaction - INFO - Epoch [5][680/835] lr: 1.125e-02, eta: 13:31:19, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7458, loss_cls: 2.2627, loss: 2.2627 2020-06-30 22:26:57,858 - mmaction - INFO - Epoch [5][700/835] lr: 1.125e-02, eta: 13:31:02, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7458, loss_cls: 2.1700, loss: 2.1700 2020-06-30 22:27:09,934 - mmaction - INFO - Epoch [5][720/835] lr: 1.125e-02, eta: 13:30:47, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4167, top5_acc: 0.6792, loss_cls: 2.5131, loss: 2.5131 2020-06-30 22:27:21,955 - mmaction - INFO - Epoch [5][740/835] lr: 1.125e-02, eta: 13:30:30, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7708, loss_cls: 2.2282, loss: 2.2282 2020-06-30 22:27:34,073 - mmaction - INFO - Epoch [5][760/835] lr: 1.125e-02, eta: 13:30:15, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4625, top5_acc: 0.7042, loss_cls: 2.3080, loss: 2.3080 2020-06-30 22:27:46,189 - mmaction - INFO - Epoch [5][780/835] lr: 1.125e-02, eta: 13:30:01, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.4292, top5_acc: 0.7083, loss_cls: 2.3031, loss: 2.3031 2020-06-30 22:27:58,266 - mmaction - INFO - Epoch [5][800/835] lr: 1.125e-02, eta: 13:29:45, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4792, top5_acc: 0.6917, loss_cls: 2.3450, loss: 2.3450 2020-06-30 22:28:10,449 - mmaction - INFO - Epoch [5][820/835] lr: 1.125e-02, eta: 13:29:32, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7875, loss_cls: 1.9573, loss: 1.9573 2020-06-30 22:28:20,097 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-06-30 22:28:55,080 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-30 22:28:56,027 - mmaction - INFO - top1_acc 0.5447 top5_acc 0.7997 2020-06-30 22:28:56,028 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-30 22:28:56,117 - mmaction - INFO - mean_acc 0.5445 2020-06-30 22:28:56,126 - mmaction - INFO - Epoch [5][835/835] lr: 1.125e-02, top1_acc: 0.5447, top5_acc: 0.7997, mean_class_accuracy: 0.5445 2020-06-30 22:29:18,129 - mmaction - INFO - Epoch [6][20/835] lr: 1.125e-02, eta: 13:29:21, time: 1.099, data_time: 0.427, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7500, loss_cls: 2.1342, loss: 2.1342 2020-06-30 22:29:30,146 - mmaction - INFO - Epoch [6][40/835] lr: 1.125e-02, eta: 13:29:04, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7708, loss_cls: 1.9842, loss: 1.9842 2020-06-30 22:29:42,361 - mmaction - INFO - Epoch [6][60/835] lr: 1.125e-02, eta: 13:28:51, time: 0.610, data_time: 0.010, memory: 8344, top1_acc: 0.4792, top5_acc: 0.6917, loss_cls: 2.1893, loss: 2.1893 2020-06-30 22:29:54,367 - mmaction - INFO - Epoch [6][80/835] lr: 1.125e-02, eta: 13:28:35, time: 0.602, data_time: 0.005, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7333, loss_cls: 2.1822, loss: 2.1822 2020-06-30 22:30:06,452 - mmaction - INFO - Epoch [6][100/835] lr: 1.125e-02, eta: 13:28:20, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7458, loss_cls: 2.3277, loss: 2.3277 2020-06-30 22:30:18,587 - mmaction - INFO - Epoch [6][120/835] lr: 1.125e-02, eta: 13:28:05, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4250, top5_acc: 0.7083, loss_cls: 2.3447, loss: 2.3447 2020-06-30 22:30:30,693 - mmaction - INFO - Epoch [6][140/835] lr: 1.125e-02, eta: 13:27:51, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7333, loss_cls: 2.3075, loss: 2.3075 2020-06-30 22:30:42,796 - mmaction - INFO - Epoch [6][160/835] lr: 1.125e-02, eta: 13:27:36, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.4333, top5_acc: 0.7250, loss_cls: 2.3046, loss: 2.3046 2020-06-30 22:30:54,937 - mmaction - INFO - Epoch [6][180/835] lr: 1.125e-02, eta: 13:27:22, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7167, loss_cls: 2.1280, loss: 2.1280 2020-06-30 22:31:07,035 - mmaction - INFO - Epoch [6][200/835] lr: 1.125e-02, eta: 13:27:07, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4667, top5_acc: 0.6917, loss_cls: 2.3028, loss: 2.3028 2020-06-30 22:31:19,126 - mmaction - INFO - Epoch [6][220/835] lr: 1.125e-02, eta: 13:26:52, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7375, loss_cls: 2.2974, loss: 2.2974 2020-06-30 22:31:31,225 - mmaction - INFO - Epoch [6][240/835] lr: 1.125e-02, eta: 13:26:37, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7250, loss_cls: 2.1238, loss: 2.1238 2020-06-30 22:31:43,356 - mmaction - INFO - Epoch [6][260/835] lr: 1.125e-02, eta: 13:26:23, time: 0.606, data_time: 0.000, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7667, loss_cls: 2.1353, loss: 2.1353 2020-06-30 22:31:55,447 - mmaction - INFO - Epoch [6][280/835] lr: 1.125e-02, eta: 13:26:08, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7167, loss_cls: 2.2056, loss: 2.2056 2020-06-30 22:32:07,502 - mmaction - INFO - Epoch [6][300/835] lr: 1.125e-02, eta: 13:25:53, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7125, loss_cls: 2.1597, loss: 2.1597 2020-06-30 22:32:19,659 - mmaction - INFO - Epoch [6][320/835] lr: 1.125e-02, eta: 13:25:39, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7125, loss_cls: 2.3828, loss: 2.3828 2020-06-30 22:32:31,816 - mmaction - INFO - Epoch [6][340/835] lr: 1.125e-02, eta: 13:25:25, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7417, loss_cls: 2.1308, loss: 2.1308 2020-06-30 22:32:43,927 - mmaction - INFO - Epoch [6][360/835] lr: 1.125e-02, eta: 13:25:11, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4583, top5_acc: 0.7083, loss_cls: 2.2916, loss: 2.2916 2020-06-30 22:32:56,069 - mmaction - INFO - Epoch [6][380/835] lr: 1.125e-02, eta: 13:24:57, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7542, loss_cls: 2.0853, loss: 2.0853 2020-06-30 22:33:08,165 - mmaction - INFO - Epoch [6][400/835] lr: 1.125e-02, eta: 13:24:42, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7292, loss_cls: 2.2765, loss: 2.2765 2020-06-30 22:33:20,252 - mmaction - INFO - Epoch [6][420/835] lr: 1.125e-02, eta: 13:24:28, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4500, top5_acc: 0.7417, loss_cls: 2.3016, loss: 2.3016 2020-06-30 22:33:32,305 - mmaction - INFO - Epoch [6][440/835] lr: 1.125e-02, eta: 13:24:12, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.4375, top5_acc: 0.6792, loss_cls: 2.3721, loss: 2.3721 2020-06-30 22:33:44,441 - mmaction - INFO - Epoch [6][460/835] lr: 1.125e-02, eta: 13:23:58, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.4625, top5_acc: 0.6708, loss_cls: 2.3310, loss: 2.3310 2020-06-30 22:33:56,578 - mmaction - INFO - Epoch [6][480/835] lr: 1.125e-02, eta: 13:23:45, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4542, top5_acc: 0.7292, loss_cls: 2.2565, loss: 2.2565 2020-06-30 22:34:08,732 - mmaction - INFO - Epoch [6][500/835] lr: 1.125e-02, eta: 13:23:31, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7167, loss_cls: 2.2590, loss: 2.2590 2020-06-30 22:34:20,829 - mmaction - INFO - Epoch [6][520/835] lr: 1.125e-02, eta: 13:23:17, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4500, top5_acc: 0.7083, loss_cls: 2.3278, loss: 2.3278 2020-06-30 22:34:32,905 - mmaction - INFO - Epoch [6][540/835] lr: 1.125e-02, eta: 13:23:02, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7542, loss_cls: 2.0563, loss: 2.0563 2020-06-30 22:34:44,985 - mmaction - INFO - Epoch [6][560/835] lr: 1.125e-02, eta: 13:22:47, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7208, loss_cls: 2.2492, loss: 2.2492 2020-06-30 22:34:57,064 - mmaction - INFO - Epoch [6][580/835] lr: 1.125e-02, eta: 13:22:32, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7375, loss_cls: 2.1161, loss: 2.1161 2020-06-30 22:35:09,163 - mmaction - INFO - Epoch [6][600/835] lr: 1.125e-02, eta: 13:22:18, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7208, loss_cls: 2.4678, loss: 2.4678 2020-06-30 22:35:21,218 - mmaction - INFO - Epoch [6][620/835] lr: 1.125e-02, eta: 13:22:03, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7458, loss_cls: 2.1918, loss: 2.1918 2020-06-30 22:35:33,389 - mmaction - INFO - Epoch [6][640/835] lr: 1.125e-02, eta: 13:21:50, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7375, loss_cls: 2.1460, loss: 2.1460 2020-06-30 22:35:45,504 - mmaction - INFO - Epoch [6][660/835] lr: 1.125e-02, eta: 13:21:35, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7250, loss_cls: 2.2160, loss: 2.2160 2020-06-30 22:35:57,630 - mmaction - INFO - Epoch [6][680/835] lr: 1.125e-02, eta: 13:21:21, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7375, loss_cls: 2.1326, loss: 2.1326 2020-06-30 22:36:09,792 - mmaction - INFO - Epoch [6][700/835] lr: 1.125e-02, eta: 13:21:08, time: 0.609, data_time: 0.003, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7833, loss_cls: 1.9820, loss: 1.9820 2020-06-30 22:36:21,926 - mmaction - INFO - Epoch [6][720/835] lr: 1.125e-02, eta: 13:20:55, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7042, loss_cls: 2.2744, loss: 2.2744 2020-06-30 22:36:34,020 - mmaction - INFO - Epoch [6][740/835] lr: 1.125e-02, eta: 13:20:40, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7667, loss_cls: 2.0695, loss: 2.0695 2020-06-30 22:36:46,127 - mmaction - INFO - Epoch [6][760/835] lr: 1.125e-02, eta: 13:20:26, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7333, loss_cls: 2.3005, loss: 2.3005 2020-06-30 22:36:58,204 - mmaction - INFO - Epoch [6][780/835] lr: 1.125e-02, eta: 13:20:11, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7458, loss_cls: 2.1983, loss: 2.1983 2020-06-30 22:37:10,300 - mmaction - INFO - Epoch [6][800/835] lr: 1.125e-02, eta: 13:19:57, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1856, loss: 2.1856 2020-06-30 22:37:22,423 - mmaction - INFO - Epoch [6][820/835] lr: 1.125e-02, eta: 13:19:43, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.3832, loss: 2.3832 2020-06-30 22:37:56,537 - mmaction - INFO - Epoch [7][20/835] lr: 1.125e-02, eta: 13:20:09, time: 1.221, data_time: 0.562, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7417, loss_cls: 2.2014, loss: 2.2014 2020-06-30 22:38:08,648 - mmaction - INFO - Epoch [7][40/835] lr: 1.125e-02, eta: 13:19:55, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2574, loss: 2.2574 2020-06-30 22:38:20,665 - mmaction - INFO - Epoch [7][60/835] lr: 1.125e-02, eta: 13:19:39, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7542, loss_cls: 2.1481, loss: 2.1481 2020-06-30 22:38:32,698 - mmaction - INFO - Epoch [7][80/835] lr: 1.125e-02, eta: 13:19:24, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1196, loss: 2.1196 2020-06-30 22:38:44,750 - mmaction - INFO - Epoch [7][100/835] lr: 1.125e-02, eta: 13:19:09, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7792, loss_cls: 1.9227, loss: 1.9227 2020-06-30 22:38:56,875 - mmaction - INFO - Epoch [7][120/835] lr: 1.125e-02, eta: 13:18:55, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4417, top5_acc: 0.7208, loss_cls: 2.4415, loss: 2.4415 2020-06-30 22:39:09,035 - mmaction - INFO - Epoch [7][140/835] lr: 1.125e-02, eta: 13:18:42, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7458, loss_cls: 2.1075, loss: 2.1075 2020-06-30 22:39:21,169 - mmaction - INFO - Epoch [7][160/835] lr: 1.125e-02, eta: 13:18:28, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7583, loss_cls: 2.1242, loss: 2.1242 2020-06-30 22:39:33,320 - mmaction - INFO - Epoch [7][180/835] lr: 1.125e-02, eta: 13:18:14, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7542, loss_cls: 2.2498, loss: 2.2498 2020-06-30 22:39:45,404 - mmaction - INFO - Epoch [7][200/835] lr: 1.125e-02, eta: 13:18:00, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7125, loss_cls: 2.2309, loss: 2.2309 2020-06-30 22:39:57,446 - mmaction - INFO - Epoch [7][220/835] lr: 1.125e-02, eta: 13:17:45, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7458, loss_cls: 2.1191, loss: 2.1191 2020-06-30 22:40:09,538 - mmaction - INFO - Epoch [7][240/835] lr: 1.125e-02, eta: 13:17:31, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7917, loss_cls: 2.0764, loss: 2.0764 2020-06-30 22:40:21,545 - mmaction - INFO - Epoch [7][260/835] lr: 1.125e-02, eta: 13:17:15, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7292, loss_cls: 2.2618, loss: 2.2618 2020-06-30 22:40:33,639 - mmaction - INFO - Epoch [7][280/835] lr: 1.125e-02, eta: 13:17:01, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8777, loss: 1.8777 2020-06-30 22:40:45,786 - mmaction - INFO - Epoch [7][300/835] lr: 1.125e-02, eta: 13:16:47, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7583, loss_cls: 2.0697, loss: 2.0697 2020-06-30 22:40:57,875 - mmaction - INFO - Epoch [7][320/835] lr: 1.125e-02, eta: 13:16:33, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7375, loss_cls: 2.1560, loss: 2.1560 2020-06-30 22:41:09,968 - mmaction - INFO - Epoch [7][340/835] lr: 1.125e-02, eta: 13:16:19, time: 0.605, data_time: 0.000, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7417, loss_cls: 2.2116, loss: 2.2116 2020-06-30 22:41:22,012 - mmaction - INFO - Epoch [7][360/835] lr: 1.125e-02, eta: 13:16:04, time: 0.602, data_time: 0.000, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7625, loss_cls: 2.1197, loss: 2.1197 2020-06-30 22:41:34,090 - mmaction - INFO - Epoch [7][380/835] lr: 1.125e-02, eta: 13:15:49, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7417, loss_cls: 2.2500, loss: 2.2500 2020-06-30 22:41:46,143 - mmaction - INFO - Epoch [7][400/835] lr: 1.125e-02, eta: 13:15:35, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7042, loss_cls: 2.2565, loss: 2.2565 2020-06-30 22:41:58,248 - mmaction - INFO - Epoch [7][420/835] lr: 1.125e-02, eta: 13:15:21, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7958, loss_cls: 1.7664, loss: 1.7664 2020-06-30 22:42:10,280 - mmaction - INFO - Epoch [7][440/835] lr: 1.125e-02, eta: 13:15:06, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7250, loss_cls: 2.2482, loss: 2.2482 2020-06-30 22:42:22,396 - mmaction - INFO - Epoch [7][460/835] lr: 1.125e-02, eta: 13:14:52, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7583, loss_cls: 2.0251, loss: 2.0251 2020-06-30 22:42:34,470 - mmaction - INFO - Epoch [7][480/835] lr: 1.125e-02, eta: 13:14:38, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7583, loss_cls: 2.1362, loss: 2.1362 2020-06-30 22:42:46,639 - mmaction - INFO - Epoch [7][500/835] lr: 1.125e-02, eta: 13:14:25, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.1825, loss: 2.1825 2020-06-30 22:42:58,752 - mmaction - INFO - Epoch [7][520/835] lr: 1.125e-02, eta: 13:14:11, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7750, loss_cls: 2.0728, loss: 2.0728 2020-06-30 22:43:10,883 - mmaction - INFO - Epoch [7][540/835] lr: 1.125e-02, eta: 13:13:58, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7500, loss_cls: 2.1243, loss: 2.1243 2020-06-30 22:43:22,995 - mmaction - INFO - Epoch [7][560/835] lr: 1.125e-02, eta: 13:13:44, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7875, loss_cls: 2.0501, loss: 2.0501 2020-06-30 22:43:35,068 - mmaction - INFO - Epoch [7][580/835] lr: 1.125e-02, eta: 13:13:29, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7833, loss_cls: 1.7988, loss: 1.7988 2020-06-30 22:43:47,186 - mmaction - INFO - Epoch [7][600/835] lr: 1.125e-02, eta: 13:13:16, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 2.0494, loss: 2.0494 2020-06-30 22:43:59,265 - mmaction - INFO - Epoch [7][620/835] lr: 1.125e-02, eta: 13:13:01, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7583, loss_cls: 2.0473, loss: 2.0473 2020-06-30 22:44:11,387 - mmaction - INFO - Epoch [7][640/835] lr: 1.125e-02, eta: 13:12:48, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7250, loss_cls: 2.2388, loss: 2.2388 2020-06-30 22:44:23,499 - mmaction - INFO - Epoch [7][660/835] lr: 1.125e-02, eta: 13:12:34, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7542, loss_cls: 2.0749, loss: 2.0749 2020-06-30 22:44:35,627 - mmaction - INFO - Epoch [7][680/835] lr: 1.125e-02, eta: 13:12:21, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7958, loss_cls: 1.7606, loss: 1.7606 2020-06-30 22:44:47,680 - mmaction - INFO - Epoch [7][700/835] lr: 1.125e-02, eta: 13:12:06, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7750, loss_cls: 1.8326, loss: 1.8326 2020-06-30 22:44:59,789 - mmaction - INFO - Epoch [7][720/835] lr: 1.125e-02, eta: 13:11:52, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7333, loss_cls: 2.2978, loss: 2.2978 2020-06-30 22:45:11,909 - mmaction - INFO - Epoch [7][740/835] lr: 1.125e-02, eta: 13:11:39, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7792, loss_cls: 1.9654, loss: 1.9654 2020-06-30 22:45:24,022 - mmaction - INFO - Epoch [7][760/835] lr: 1.125e-02, eta: 13:11:25, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.4583, top5_acc: 0.6917, loss_cls: 2.4157, loss: 2.4157 2020-06-30 22:45:36,193 - mmaction - INFO - Epoch [7][780/835] lr: 1.125e-02, eta: 13:11:12, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0790, loss: 2.0790 2020-06-30 22:45:48,295 - mmaction - INFO - Epoch [7][800/835] lr: 1.125e-02, eta: 13:10:59, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.8000, loss_cls: 2.0450, loss: 2.0450 2020-06-30 22:46:00,458 - mmaction - INFO - Epoch [7][820/835] lr: 1.125e-02, eta: 13:10:46, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7208, loss_cls: 2.3566, loss: 2.3566 2020-06-30 22:46:34,785 - mmaction - INFO - Epoch [8][20/835] lr: 1.125e-02, eta: 13:11:07, time: 1.229, data_time: 0.617, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7833, loss_cls: 1.9404, loss: 1.9404 2020-06-30 22:46:46,930 - mmaction - INFO - Epoch [8][40/835] lr: 1.125e-02, eta: 13:10:53, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7417, loss_cls: 2.0607, loss: 2.0607 2020-06-30 22:46:58,963 - mmaction - INFO - Epoch [8][60/835] lr: 1.125e-02, eta: 13:10:38, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7625, loss_cls: 2.0243, loss: 2.0243 2020-06-30 22:47:11,050 - mmaction - INFO - Epoch [8][80/835] lr: 1.125e-02, eta: 13:10:24, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.1657, loss: 2.1657 2020-06-30 22:47:23,127 - mmaction - INFO - Epoch [8][100/835] lr: 1.125e-02, eta: 13:10:10, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7583, loss_cls: 1.9609, loss: 1.9609 2020-06-30 22:47:35,238 - mmaction - INFO - Epoch [8][120/835] lr: 1.125e-02, eta: 13:09:56, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7750, loss_cls: 2.0287, loss: 2.0287 2020-06-30 22:47:47,315 - mmaction - INFO - Epoch [8][140/835] lr: 1.125e-02, eta: 13:09:42, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7125, loss_cls: 2.2670, loss: 2.2670 2020-06-30 22:47:59,490 - mmaction - INFO - Epoch [8][160/835] lr: 1.125e-02, eta: 13:09:29, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7417, loss_cls: 2.0918, loss: 2.0918 2020-06-30 22:48:11,549 - mmaction - INFO - Epoch [8][180/835] lr: 1.125e-02, eta: 13:09:15, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7542, loss_cls: 2.2059, loss: 2.2059 2020-06-30 22:48:23,673 - mmaction - INFO - Epoch [8][200/835] lr: 1.125e-02, eta: 13:09:01, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7458, loss_cls: 2.0867, loss: 2.0867 2020-06-30 22:48:35,783 - mmaction - INFO - Epoch [8][220/835] lr: 1.125e-02, eta: 13:08:48, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7292, loss_cls: 2.2018, loss: 2.2018 2020-06-30 22:48:47,845 - mmaction - INFO - Epoch [8][240/835] lr: 1.125e-02, eta: 13:08:33, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7542, loss_cls: 2.1750, loss: 2.1750 2020-06-30 22:48:59,925 - mmaction - INFO - Epoch [8][260/835] lr: 1.125e-02, eta: 13:08:19, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7667, loss_cls: 1.9916, loss: 1.9916 2020-06-30 22:49:12,257 - mmaction - INFO - Epoch [8][280/835] lr: 1.125e-02, eta: 13:08:09, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7167, loss_cls: 2.1296, loss: 2.1296 2020-06-30 22:49:24,528 - mmaction - INFO - Epoch [8][300/835] lr: 1.125e-02, eta: 13:07:57, time: 0.613, data_time: 0.007, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7583, loss_cls: 1.9499, loss: 1.9499 2020-06-30 22:49:36,595 - mmaction - INFO - Epoch [8][320/835] lr: 1.125e-02, eta: 13:07:43, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7583, loss_cls: 2.1099, loss: 2.1099 2020-06-30 22:49:48,718 - mmaction - INFO - Epoch [8][340/835] lr: 1.125e-02, eta: 13:07:29, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7458, loss_cls: 2.1503, loss: 2.1503 2020-06-30 22:50:00,799 - mmaction - INFO - Epoch [8][360/835] lr: 1.125e-02, eta: 13:07:15, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7458, loss_cls: 2.1335, loss: 2.1335 2020-06-30 22:50:12,908 - mmaction - INFO - Epoch [8][380/835] lr: 1.125e-02, eta: 13:07:01, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8083, loss_cls: 1.7470, loss: 1.7470 2020-06-30 22:50:25,069 - mmaction - INFO - Epoch [8][400/835] lr: 1.125e-02, eta: 13:06:49, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7875, loss_cls: 1.9310, loss: 1.9310 2020-06-30 22:50:37,208 - mmaction - INFO - Epoch [8][420/835] lr: 1.125e-02, eta: 13:06:35, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7292, loss_cls: 2.2150, loss: 2.2150 2020-06-30 22:50:49,395 - mmaction - INFO - Epoch [8][440/835] lr: 1.125e-02, eta: 13:06:23, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7792, loss_cls: 2.0990, loss: 2.0990 2020-06-30 22:51:01,519 - mmaction - INFO - Epoch [8][460/835] lr: 1.125e-02, eta: 13:06:09, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4542, top5_acc: 0.7333, loss_cls: 2.2801, loss: 2.2801 2020-06-30 22:51:13,637 - mmaction - INFO - Epoch [8][480/835] lr: 1.125e-02, eta: 13:05:56, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7958, loss_cls: 1.8652, loss: 1.8652 2020-06-30 22:51:25,772 - mmaction - INFO - Epoch [8][500/835] lr: 1.125e-02, eta: 13:05:43, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7292, loss_cls: 2.1148, loss: 2.1148 2020-06-30 22:51:37,872 - mmaction - INFO - Epoch [8][520/835] lr: 1.125e-02, eta: 13:05:29, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7750, loss_cls: 2.0269, loss: 2.0269 2020-06-30 22:51:50,884 - mmaction - INFO - Epoch [8][540/835] lr: 1.125e-02, eta: 13:05:26, time: 0.650, data_time: 0.001, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0878, loss: 2.0878 2020-06-30 22:52:03,023 - mmaction - INFO - Epoch [8][560/835] lr: 1.125e-02, eta: 13:05:13, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7708, loss_cls: 1.9185, loss: 1.9185 2020-06-30 22:52:15,147 - mmaction - INFO - Epoch [8][580/835] lr: 1.125e-02, eta: 13:05:00, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7500, loss_cls: 2.1094, loss: 2.1094 2020-06-30 22:52:27,260 - mmaction - INFO - Epoch [8][600/835] lr: 1.125e-02, eta: 13:04:46, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4500, top5_acc: 0.7208, loss_cls: 2.3950, loss: 2.3950 2020-06-30 22:52:39,394 - mmaction - INFO - Epoch [8][620/835] lr: 1.125e-02, eta: 13:04:33, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0624, loss: 2.0624 2020-06-30 22:52:51,445 - mmaction - INFO - Epoch [8][640/835] lr: 1.125e-02, eta: 13:04:19, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7500, loss_cls: 1.9944, loss: 1.9944 2020-06-30 22:53:03,593 - mmaction - INFO - Epoch [8][660/835] lr: 1.125e-02, eta: 13:04:06, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7583, loss_cls: 2.1570, loss: 2.1570 2020-06-30 22:53:15,745 - mmaction - INFO - Epoch [8][680/835] lr: 1.125e-02, eta: 13:03:52, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.2482, loss: 2.2482 2020-06-30 22:53:27,856 - mmaction - INFO - Epoch [8][700/835] lr: 1.125e-02, eta: 13:03:39, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7500, loss_cls: 2.2186, loss: 2.2186 2020-06-30 22:53:39,945 - mmaction - INFO - Epoch [8][720/835] lr: 1.125e-02, eta: 13:03:25, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7708, loss_cls: 2.0450, loss: 2.0450 2020-06-30 22:53:52,080 - mmaction - INFO - Epoch [8][740/835] lr: 1.125e-02, eta: 13:03:12, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7583, loss_cls: 2.1506, loss: 2.1506 2020-06-30 22:54:04,169 - mmaction - INFO - Epoch [8][760/835] lr: 1.125e-02, eta: 13:02:58, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7208, loss_cls: 2.0176, loss: 2.0176 2020-06-30 22:54:16,305 - mmaction - INFO - Epoch [8][780/835] lr: 1.125e-02, eta: 13:02:45, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7875, loss_cls: 1.8830, loss: 1.8830 2020-06-30 22:54:28,403 - mmaction - INFO - Epoch [8][800/835] lr: 1.125e-02, eta: 13:02:31, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5167, top5_acc: 0.8125, loss_cls: 1.8817, loss: 1.8817 2020-06-30 22:54:40,545 - mmaction - INFO - Epoch [8][820/835] lr: 1.125e-02, eta: 13:02:18, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7417, loss_cls: 2.1230, loss: 2.1230 2020-06-30 22:55:14,191 - mmaction - INFO - Epoch [9][20/835] lr: 1.125e-02, eta: 13:02:26, time: 1.195, data_time: 0.579, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7375, loss_cls: 1.9710, loss: 1.9710 2020-06-30 22:55:26,242 - mmaction - INFO - Epoch [9][40/835] lr: 1.125e-02, eta: 13:02:12, time: 0.602, data_time: 0.005, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7792, loss_cls: 1.8871, loss: 1.8871 2020-06-30 22:55:38,255 - mmaction - INFO - Epoch [9][60/835] lr: 1.125e-02, eta: 13:01:57, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7500, loss_cls: 2.1249, loss: 2.1249 2020-06-30 22:55:50,273 - mmaction - INFO - Epoch [9][80/835] lr: 1.125e-02, eta: 13:01:42, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7333, loss_cls: 2.0726, loss: 2.0726 2020-06-30 22:56:02,364 - mmaction - INFO - Epoch [9][100/835] lr: 1.125e-02, eta: 13:01:29, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7667, loss_cls: 2.0633, loss: 2.0633 2020-06-30 22:56:14,421 - mmaction - INFO - Epoch [9][120/835] lr: 1.125e-02, eta: 13:01:15, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7542, loss_cls: 2.1407, loss: 2.1407 2020-06-30 22:56:26,542 - mmaction - INFO - Epoch [9][140/835] lr: 1.125e-02, eta: 13:01:01, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7667, loss_cls: 2.0459, loss: 2.0459 2020-06-30 22:56:38,626 - mmaction - INFO - Epoch [9][160/835] lr: 1.125e-02, eta: 13:00:47, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7708, loss_cls: 1.8924, loss: 1.8924 2020-06-30 22:56:50,696 - mmaction - INFO - Epoch [9][180/835] lr: 1.125e-02, eta: 13:00:34, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7542, loss_cls: 1.9594, loss: 1.9594 2020-06-30 22:57:02,715 - mmaction - INFO - Epoch [9][200/835] lr: 1.125e-02, eta: 13:00:19, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7750, loss_cls: 1.9902, loss: 1.9902 2020-06-30 22:57:14,849 - mmaction - INFO - Epoch [9][220/835] lr: 1.125e-02, eta: 13:00:06, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7958, loss_cls: 1.8599, loss: 1.8599 2020-06-30 22:57:27,008 - mmaction - INFO - Epoch [9][240/835] lr: 1.125e-02, eta: 12:59:53, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7917, loss_cls: 2.0507, loss: 2.0507 2020-06-30 22:57:39,134 - mmaction - INFO - Epoch [9][260/835] lr: 1.125e-02, eta: 12:59:40, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7417, loss_cls: 2.0712, loss: 2.0712 2020-06-30 22:57:51,254 - mmaction - INFO - Epoch [9][280/835] lr: 1.125e-02, eta: 12:59:26, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.1720, loss: 2.1720 2020-06-30 22:58:03,444 - mmaction - INFO - Epoch [9][300/835] lr: 1.125e-02, eta: 12:59:14, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7417, loss_cls: 2.1953, loss: 2.1953 2020-06-30 22:58:15,537 - mmaction - INFO - Epoch [9][320/835] lr: 1.125e-02, eta: 12:59:00, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4458, top5_acc: 0.7292, loss_cls: 2.2025, loss: 2.2025 2020-06-30 22:58:27,660 - mmaction - INFO - Epoch [9][340/835] lr: 1.125e-02, eta: 12:58:47, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7375, loss_cls: 2.1537, loss: 2.1537 2020-06-30 22:58:39,744 - mmaction - INFO - Epoch [9][360/835] lr: 1.125e-02, eta: 12:58:33, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7583, loss_cls: 2.1690, loss: 2.1690 2020-06-30 22:58:51,870 - mmaction - INFO - Epoch [9][380/835] lr: 1.125e-02, eta: 12:58:20, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7875, loss_cls: 1.9915, loss: 1.9915 2020-06-30 22:59:04,049 - mmaction - INFO - Epoch [9][400/835] lr: 1.125e-02, eta: 12:58:07, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 2.0110, loss: 2.0110 2020-06-30 22:59:16,116 - mmaction - INFO - Epoch [9][420/835] lr: 1.125e-02, eta: 12:57:53, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7542, loss_cls: 1.9830, loss: 1.9830 2020-06-30 22:59:28,188 - mmaction - INFO - Epoch [9][440/835] lr: 1.125e-02, eta: 12:57:40, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7750, loss_cls: 1.9495, loss: 1.9495 2020-06-30 22:59:40,267 - mmaction - INFO - Epoch [9][460/835] lr: 1.125e-02, eta: 12:57:26, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7417, loss_cls: 2.0638, loss: 2.0638 2020-06-30 22:59:52,357 - mmaction - INFO - Epoch [9][480/835] lr: 1.125e-02, eta: 12:57:12, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7750, loss_cls: 2.0236, loss: 2.0236 2020-06-30 23:00:05,422 - mmaction - INFO - Epoch [9][500/835] lr: 1.125e-02, eta: 12:57:09, time: 0.651, data_time: 0.001, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7667, loss_cls: 1.9840, loss: 1.9840 2020-06-30 23:00:17,544 - mmaction - INFO - Epoch [9][520/835] lr: 1.125e-02, eta: 12:56:56, time: 0.609, data_time: 0.004, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7333, loss_cls: 2.2727, loss: 2.2727 2020-06-30 23:00:29,628 - mmaction - INFO - Epoch [9][540/835] lr: 1.125e-02, eta: 12:56:42, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7208, loss_cls: 2.2147, loss: 2.2147 2020-06-30 23:00:41,737 - mmaction - INFO - Epoch [9][560/835] lr: 1.125e-02, eta: 12:56:29, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7583, loss_cls: 2.0982, loss: 2.0982 2020-06-30 23:00:53,838 - mmaction - INFO - Epoch [9][580/835] lr: 1.125e-02, eta: 12:56:15, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7917, loss_cls: 2.0375, loss: 2.0375 2020-06-30 23:01:05,928 - mmaction - INFO - Epoch [9][600/835] lr: 1.125e-02, eta: 12:56:02, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7583, loss_cls: 1.9512, loss: 1.9512 2020-06-30 23:01:18,139 - mmaction - INFO - Epoch [9][620/835] lr: 1.125e-02, eta: 12:55:49, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7500, loss_cls: 1.9565, loss: 1.9565 2020-06-30 23:01:30,310 - mmaction - INFO - Epoch [9][640/835] lr: 1.125e-02, eta: 12:55:37, time: 0.608, data_time: 0.007, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1422, loss: 2.1422 2020-06-30 23:01:42,394 - mmaction - INFO - Epoch [9][660/835] lr: 1.125e-02, eta: 12:55:23, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7458, loss_cls: 1.9960, loss: 1.9960 2020-06-30 23:01:54,504 - mmaction - INFO - Epoch [9][680/835] lr: 1.125e-02, eta: 12:55:10, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7125, loss_cls: 2.2103, loss: 2.2103 2020-06-30 23:02:06,545 - mmaction - INFO - Epoch [9][700/835] lr: 1.125e-02, eta: 12:54:56, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7583, loss_cls: 2.1158, loss: 2.1158 2020-06-30 23:02:18,696 - mmaction - INFO - Epoch [9][720/835] lr: 1.125e-02, eta: 12:54:43, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7542, loss_cls: 2.0449, loss: 2.0449 2020-06-30 23:02:30,820 - mmaction - INFO - Epoch [9][740/835] lr: 1.125e-02, eta: 12:54:30, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7667, loss_cls: 2.1591, loss: 2.1591 2020-06-30 23:02:42,910 - mmaction - INFO - Epoch [9][760/835] lr: 1.125e-02, eta: 12:54:16, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7292, loss_cls: 2.1311, loss: 2.1311 2020-06-30 23:02:54,951 - mmaction - INFO - Epoch [9][780/835] lr: 1.125e-02, eta: 12:54:02, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7917, loss_cls: 1.9664, loss: 1.9664 2020-06-30 23:03:07,056 - mmaction - INFO - Epoch [9][800/835] lr: 1.125e-02, eta: 12:53:49, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7625, loss_cls: 2.0571, loss: 2.0571 2020-06-30 23:03:19,157 - mmaction - INFO - Epoch [9][820/835] lr: 1.125e-02, eta: 12:53:36, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7250, loss_cls: 2.2087, loss: 2.2087 2020-06-30 23:03:54,800 - mmaction - INFO - Epoch [10][20/835] lr: 1.125e-02, eta: 12:53:54, time: 1.266, data_time: 0.611, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7667, loss_cls: 2.0068, loss: 2.0068 2020-06-30 23:04:06,882 - mmaction - INFO - Epoch [10][40/835] lr: 1.125e-02, eta: 12:53:40, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.8042, loss_cls: 1.9545, loss: 1.9545 2020-06-30 23:04:19,029 - mmaction - INFO - Epoch [10][60/835] lr: 1.125e-02, eta: 12:53:27, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1682, loss: 2.1682 2020-06-30 23:04:31,139 - mmaction - INFO - Epoch [10][80/835] lr: 1.125e-02, eta: 12:53:14, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7583, loss_cls: 2.0098, loss: 2.0098 2020-06-30 23:04:43,255 - mmaction - INFO - Epoch [10][100/835] lr: 1.125e-02, eta: 12:53:01, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7750, loss_cls: 2.0689, loss: 2.0689 2020-06-30 23:04:55,385 - mmaction - INFO - Epoch [10][120/835] lr: 1.125e-02, eta: 12:52:47, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7417, loss_cls: 2.1905, loss: 2.1905 2020-06-30 23:05:07,542 - mmaction - INFO - Epoch [10][140/835] lr: 1.125e-02, eta: 12:52:34, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7500, loss_cls: 2.1421, loss: 2.1421 2020-06-30 23:05:19,614 - mmaction - INFO - Epoch [10][160/835] lr: 1.125e-02, eta: 12:52:21, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.8042, loss_cls: 1.8729, loss: 1.8729 2020-06-30 23:05:31,673 - mmaction - INFO - Epoch [10][180/835] lr: 1.125e-02, eta: 12:52:07, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7417, loss_cls: 1.9697, loss: 1.9697 2020-06-30 23:05:43,742 - mmaction - INFO - Epoch [10][200/835] lr: 1.125e-02, eta: 12:51:53, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7583, loss_cls: 2.0284, loss: 2.0284 2020-06-30 23:05:55,863 - mmaction - INFO - Epoch [10][220/835] lr: 1.125e-02, eta: 12:51:40, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7625, loss_cls: 1.9984, loss: 1.9984 2020-06-30 23:06:07,933 - mmaction - INFO - Epoch [10][240/835] lr: 1.125e-02, eta: 12:51:26, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7625, loss_cls: 1.9210, loss: 1.9210 2020-06-30 23:06:20,080 - mmaction - INFO - Epoch [10][260/835] lr: 1.125e-02, eta: 12:51:13, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7875, loss_cls: 2.0755, loss: 2.0755 2020-06-30 23:06:32,158 - mmaction - INFO - Epoch [10][280/835] lr: 1.125e-02, eta: 12:51:00, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7542, loss_cls: 2.1012, loss: 2.1012 2020-06-30 23:06:44,326 - mmaction - INFO - Epoch [10][300/835] lr: 1.125e-02, eta: 12:50:47, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7417, loss_cls: 2.0422, loss: 2.0422 2020-06-30 23:06:56,435 - mmaction - INFO - Epoch [10][320/835] lr: 1.125e-02, eta: 12:50:34, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.0649, loss: 2.0649 2020-06-30 23:07:08,536 - mmaction - INFO - Epoch [10][340/835] lr: 1.125e-02, eta: 12:50:20, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7583, loss_cls: 2.0888, loss: 2.0888 2020-06-30 23:07:20,636 - mmaction - INFO - Epoch [10][360/835] lr: 1.125e-02, eta: 12:50:07, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7333, loss_cls: 2.1590, loss: 2.1590 2020-06-30 23:07:32,764 - mmaction - INFO - Epoch [10][380/835] lr: 1.125e-02, eta: 12:49:54, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7667, loss_cls: 2.0350, loss: 2.0350 2020-06-30 23:07:44,844 - mmaction - INFO - Epoch [10][400/835] lr: 1.125e-02, eta: 12:49:40, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7417, loss_cls: 2.0170, loss: 2.0170 2020-06-30 23:07:56,934 - mmaction - INFO - Epoch [10][420/835] lr: 1.125e-02, eta: 12:49:27, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7375, loss_cls: 2.0708, loss: 2.0708 2020-06-30 23:08:09,124 - mmaction - INFO - Epoch [10][440/835] lr: 1.125e-02, eta: 12:49:14, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7542, loss_cls: 2.1348, loss: 2.1348 2020-06-30 23:08:21,291 - mmaction - INFO - Epoch [10][460/835] lr: 1.125e-02, eta: 12:49:02, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7667, loss_cls: 2.0551, loss: 2.0551 2020-06-30 23:08:33,428 - mmaction - INFO - Epoch [10][480/835] lr: 1.125e-02, eta: 12:48:49, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7833, loss_cls: 1.9049, loss: 1.9049 2020-06-30 23:08:45,508 - mmaction - INFO - Epoch [10][500/835] lr: 1.125e-02, eta: 12:48:35, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4583, top5_acc: 0.7750, loss_cls: 2.1374, loss: 2.1374 2020-06-30 23:08:57,697 - mmaction - INFO - Epoch [10][520/835] lr: 1.125e-02, eta: 12:48:22, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7917, loss_cls: 1.8721, loss: 1.8721 2020-06-30 23:09:09,754 - mmaction - INFO - Epoch [10][540/835] lr: 1.125e-02, eta: 12:48:09, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.8083, loss_cls: 2.0345, loss: 2.0345 2020-06-30 23:09:21,891 - mmaction - INFO - Epoch [10][560/835] lr: 1.125e-02, eta: 12:47:56, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7750, loss_cls: 1.9980, loss: 1.9980 2020-06-30 23:09:34,028 - mmaction - INFO - Epoch [10][580/835] lr: 1.125e-02, eta: 12:47:43, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4500, top5_acc: 0.7083, loss_cls: 2.2979, loss: 2.2979 2020-06-30 23:09:46,187 - mmaction - INFO - Epoch [10][600/835] lr: 1.125e-02, eta: 12:47:30, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.4792, top5_acc: 0.7167, loss_cls: 2.2597, loss: 2.2597 2020-06-30 23:09:58,303 - mmaction - INFO - Epoch [10][620/835] lr: 1.125e-02, eta: 12:47:17, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7500, loss_cls: 2.1331, loss: 2.1331 2020-06-30 23:10:10,375 - mmaction - INFO - Epoch [10][640/835] lr: 1.125e-02, eta: 12:47:04, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7375, loss_cls: 2.1164, loss: 2.1164 2020-06-30 23:10:22,509 - mmaction - INFO - Epoch [10][660/835] lr: 1.125e-02, eta: 12:46:51, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7833, loss_cls: 1.9336, loss: 1.9336 2020-06-30 23:10:34,608 - mmaction - INFO - Epoch [10][680/835] lr: 1.125e-02, eta: 12:46:37, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7708, loss_cls: 2.1462, loss: 2.1462 2020-06-30 23:10:46,734 - mmaction - INFO - Epoch [10][700/835] lr: 1.125e-02, eta: 12:46:24, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4833, top5_acc: 0.6958, loss_cls: 2.3568, loss: 2.3568 2020-06-30 23:10:58,856 - mmaction - INFO - Epoch [10][720/835] lr: 1.125e-02, eta: 12:46:11, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7500, loss_cls: 2.0742, loss: 2.0742 2020-06-30 23:11:10,972 - mmaction - INFO - Epoch [10][740/835] lr: 1.125e-02, eta: 12:45:58, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4833, top5_acc: 0.7167, loss_cls: 2.2959, loss: 2.2959 2020-06-30 23:11:23,062 - mmaction - INFO - Epoch [10][760/835] lr: 1.125e-02, eta: 12:45:45, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7583, loss_cls: 2.1217, loss: 2.1217 2020-06-30 23:11:35,164 - mmaction - INFO - Epoch [10][780/835] lr: 1.125e-02, eta: 12:45:31, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7500, loss_cls: 2.0493, loss: 2.0493 2020-06-30 23:11:47,226 - mmaction - INFO - Epoch [10][800/835] lr: 1.125e-02, eta: 12:45:18, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7875, loss_cls: 1.9466, loss: 1.9466 2020-06-30 23:11:59,386 - mmaction - INFO - Epoch [10][820/835] lr: 1.125e-02, eta: 12:45:05, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7583, loss_cls: 2.0690, loss: 2.0690 2020-06-30 23:12:09,029 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-06-30 23:12:42,993 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-30 23:12:43,926 - mmaction - INFO - top1_acc 0.5838 top5_acc 0.8233 2020-06-30 23:12:43,926 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-30 23:12:43,985 - mmaction - INFO - mean_acc 0.5836 2020-06-30 23:12:43,993 - mmaction - INFO - Epoch [10][835/835] lr: 1.125e-02, top1_acc: 0.5838, top5_acc: 0.8233, mean_class_accuracy: 0.5836 2020-06-30 23:13:05,764 - mmaction - INFO - Epoch [11][20/835] lr: 1.125e-02, eta: 12:44:47, time: 1.088, data_time: 0.478, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7954, loss: 1.7954 2020-06-30 23:13:17,859 - mmaction - INFO - Epoch [11][40/835] lr: 1.125e-02, eta: 12:44:33, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7625, loss_cls: 1.9078, loss: 1.9078 2020-06-30 23:13:29,932 - mmaction - INFO - Epoch [11][60/835] lr: 1.125e-02, eta: 12:44:20, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7625, loss_cls: 2.0616, loss: 2.0616 2020-06-30 23:13:42,035 - mmaction - INFO - Epoch [11][80/835] lr: 1.125e-02, eta: 12:44:07, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7542, loss_cls: 2.0180, loss: 2.0180 2020-06-30 23:13:54,109 - mmaction - INFO - Epoch [11][100/835] lr: 1.125e-02, eta: 12:43:53, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.8139, loss: 1.8139 2020-06-30 23:14:06,241 - mmaction - INFO - Epoch [11][120/835] lr: 1.125e-02, eta: 12:43:40, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7958, loss_cls: 1.9011, loss: 1.9011 2020-06-30 23:14:18,337 - mmaction - INFO - Epoch [11][140/835] lr: 1.125e-02, eta: 12:43:27, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8756, loss: 1.8756 2020-06-30 23:14:30,418 - mmaction - INFO - Epoch [11][160/835] lr: 1.125e-02, eta: 12:43:14, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8083, loss_cls: 1.8385, loss: 1.8385 2020-06-30 23:14:42,556 - mmaction - INFO - Epoch [11][180/835] lr: 1.125e-02, eta: 12:43:01, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7667, loss_cls: 2.0948, loss: 2.0948 2020-06-30 23:14:54,641 - mmaction - INFO - Epoch [11][200/835] lr: 1.125e-02, eta: 12:42:47, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7917, loss_cls: 1.8555, loss: 1.8555 2020-06-30 23:15:06,778 - mmaction - INFO - Epoch [11][220/835] lr: 1.125e-02, eta: 12:42:35, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4792, top5_acc: 0.7292, loss_cls: 2.1601, loss: 2.1601 2020-06-30 23:15:18,893 - mmaction - INFO - Epoch [11][240/835] lr: 1.125e-02, eta: 12:42:21, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7667, loss_cls: 2.1587, loss: 2.1587 2020-06-30 23:15:31,024 - mmaction - INFO - Epoch [11][260/835] lr: 1.125e-02, eta: 12:42:08, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7792, loss_cls: 1.9162, loss: 1.9162 2020-06-30 23:15:43,143 - mmaction - INFO - Epoch [11][280/835] lr: 1.125e-02, eta: 12:41:55, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7667, loss_cls: 1.8524, loss: 1.8524 2020-06-30 23:15:55,282 - mmaction - INFO - Epoch [11][300/835] lr: 1.125e-02, eta: 12:41:43, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7167, loss_cls: 2.1762, loss: 2.1762 2020-06-30 23:16:07,406 - mmaction - INFO - Epoch [11][320/835] lr: 1.125e-02, eta: 12:41:30, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8083, loss_cls: 1.9723, loss: 1.9723 2020-06-30 23:16:19,499 - mmaction - INFO - Epoch [11][340/835] lr: 1.125e-02, eta: 12:41:16, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7667, loss_cls: 2.1283, loss: 2.1283 2020-06-30 23:16:31,647 - mmaction - INFO - Epoch [11][360/835] lr: 1.125e-02, eta: 12:41:04, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7375, loss_cls: 2.0984, loss: 2.0984 2020-06-30 23:16:44,260 - mmaction - INFO - Epoch [11][380/835] lr: 1.125e-02, eta: 12:40:55, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7083, loss_cls: 2.1493, loss: 2.1493 2020-06-30 23:16:56,396 - mmaction - INFO - Epoch [11][400/835] lr: 1.125e-02, eta: 12:40:42, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 1.9707, loss: 1.9707 2020-06-30 23:17:08,500 - mmaction - INFO - Epoch [11][420/835] lr: 1.125e-02, eta: 12:40:29, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7875, loss_cls: 1.9288, loss: 1.9288 2020-06-30 23:17:20,694 - mmaction - INFO - Epoch [11][440/835] lr: 1.125e-02, eta: 12:40:16, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7500, loss_cls: 1.9932, loss: 1.9932 2020-06-30 23:17:32,857 - mmaction - INFO - Epoch [11][460/835] lr: 1.125e-02, eta: 12:40:04, time: 0.610, data_time: 0.003, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7417, loss_cls: 2.0406, loss: 2.0406 2020-06-30 23:17:45,015 - mmaction - INFO - Epoch [11][480/835] lr: 1.125e-02, eta: 12:39:51, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.4708, top5_acc: 0.7542, loss_cls: 2.1432, loss: 2.1432 2020-06-30 23:17:57,113 - mmaction - INFO - Epoch [11][500/835] lr: 1.125e-02, eta: 12:39:38, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7375, loss_cls: 2.1591, loss: 2.1591 2020-06-30 23:18:09,226 - mmaction - INFO - Epoch [11][520/835] lr: 1.125e-02, eta: 12:39:25, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7833, loss_cls: 1.9649, loss: 1.9649 2020-06-30 23:18:21,352 - mmaction - INFO - Epoch [11][540/835] lr: 1.125e-02, eta: 12:39:12, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7625, loss_cls: 2.0696, loss: 2.0696 2020-06-30 23:18:33,555 - mmaction - INFO - Epoch [11][560/835] lr: 1.125e-02, eta: 12:39:00, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7542, loss_cls: 2.1112, loss: 2.1112 2020-06-30 23:18:45,684 - mmaction - INFO - Epoch [11][580/835] lr: 1.125e-02, eta: 12:38:47, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.8125, loss_cls: 1.9702, loss: 1.9702 2020-06-30 23:18:57,817 - mmaction - INFO - Epoch [11][600/835] lr: 1.125e-02, eta: 12:38:34, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7958, loss_cls: 1.9021, loss: 1.9021 2020-06-30 23:19:09,906 - mmaction - INFO - Epoch [11][620/835] lr: 1.125e-02, eta: 12:38:21, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.8042, loss_cls: 1.8621, loss: 1.8621 2020-06-30 23:19:22,040 - mmaction - INFO - Epoch [11][640/835] lr: 1.125e-02, eta: 12:38:08, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7792, loss_cls: 1.9235, loss: 1.9235 2020-06-30 23:19:34,155 - mmaction - INFO - Epoch [11][660/835] lr: 1.125e-02, eta: 12:37:55, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7667, loss_cls: 1.9697, loss: 1.9697 2020-06-30 23:19:46,323 - mmaction - INFO - Epoch [11][680/835] lr: 1.125e-02, eta: 12:37:43, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8167, loss_cls: 1.6370, loss: 1.6370 2020-06-30 23:19:58,478 - mmaction - INFO - Epoch [11][700/835] lr: 1.125e-02, eta: 12:37:30, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7958, loss_cls: 1.9271, loss: 1.9271 2020-06-30 23:20:10,620 - mmaction - INFO - Epoch [11][720/835] lr: 1.125e-02, eta: 12:37:17, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7750, loss_cls: 1.9966, loss: 1.9966 2020-06-30 23:20:22,722 - mmaction - INFO - Epoch [11][740/835] lr: 1.125e-02, eta: 12:37:04, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7458, loss_cls: 2.1279, loss: 2.1279 2020-06-30 23:20:34,910 - mmaction - INFO - Epoch [11][760/835] lr: 1.125e-02, eta: 12:36:51, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7417, loss_cls: 2.0124, loss: 2.0124 2020-06-30 23:20:47,017 - mmaction - INFO - Epoch [11][780/835] lr: 1.125e-02, eta: 12:36:39, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7500, loss_cls: 2.0091, loss: 2.0091 2020-06-30 23:20:59,083 - mmaction - INFO - Epoch [11][800/835] lr: 1.125e-02, eta: 12:36:25, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7792, loss_cls: 1.9419, loss: 1.9419 2020-06-30 23:21:11,212 - mmaction - INFO - Epoch [11][820/835] lr: 1.125e-02, eta: 12:36:12, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7667, loss_cls: 2.0001, loss: 2.0001 2020-06-30 23:21:46,606 - mmaction - INFO - Epoch [12][20/835] lr: 1.125e-02, eta: 12:36:26, time: 1.283, data_time: 0.599, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7583, loss_cls: 1.9760, loss: 1.9760 2020-06-30 23:21:58,736 - mmaction - INFO - Epoch [12][40/835] lr: 1.125e-02, eta: 12:36:13, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7191, loss: 1.7191 2020-06-30 23:22:10,867 - mmaction - INFO - Epoch [12][60/835] lr: 1.125e-02, eta: 12:36:00, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.9114, loss: 1.9114 2020-06-30 23:22:22,933 - mmaction - INFO - Epoch [12][80/835] lr: 1.125e-02, eta: 12:35:46, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8167, loss_cls: 1.7335, loss: 1.7335 2020-06-30 23:22:35,049 - mmaction - INFO - Epoch [12][100/835] lr: 1.125e-02, eta: 12:35:33, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7792, loss_cls: 1.9638, loss: 1.9638 2020-06-30 23:22:47,182 - mmaction - INFO - Epoch [12][120/835] lr: 1.125e-02, eta: 12:35:20, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.8000, loss_cls: 1.9103, loss: 1.9103 2020-06-30 23:22:59,280 - mmaction - INFO - Epoch [12][140/835] lr: 1.125e-02, eta: 12:35:07, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7625, loss_cls: 1.9094, loss: 1.9094 2020-06-30 23:23:11,406 - mmaction - INFO - Epoch [12][160/835] lr: 1.125e-02, eta: 12:34:54, time: 0.604, data_time: 0.000, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7792, loss_cls: 1.8419, loss: 1.8419 2020-06-30 23:23:23,498 - mmaction - INFO - Epoch [12][180/835] lr: 1.125e-02, eta: 12:34:41, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7375, loss_cls: 2.1256, loss: 2.1256 2020-06-30 23:23:35,664 - mmaction - INFO - Epoch [12][200/835] lr: 1.125e-02, eta: 12:34:28, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7250, loss_cls: 2.1784, loss: 2.1784 2020-06-30 23:23:47,677 - mmaction - INFO - Epoch [12][220/835] lr: 1.125e-02, eta: 12:34:15, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7750, loss_cls: 1.9597, loss: 1.9597 2020-06-30 23:23:59,747 - mmaction - INFO - Epoch [12][240/835] lr: 1.125e-02, eta: 12:34:01, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7833, loss_cls: 2.0568, loss: 2.0568 2020-06-30 23:24:11,838 - mmaction - INFO - Epoch [12][260/835] lr: 1.125e-02, eta: 12:33:48, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7333, loss_cls: 2.0671, loss: 2.0671 2020-06-30 23:24:23,956 - mmaction - INFO - Epoch [12][280/835] lr: 1.125e-02, eta: 12:33:35, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7542, loss_cls: 2.0985, loss: 2.0985 2020-06-30 23:24:36,058 - mmaction - INFO - Epoch [12][300/835] lr: 1.125e-02, eta: 12:33:22, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0566, loss: 2.0566 2020-06-30 23:24:48,146 - mmaction - INFO - Epoch [12][320/835] lr: 1.125e-02, eta: 12:33:09, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7833, loss_cls: 1.9195, loss: 1.9195 2020-06-30 23:25:00,187 - mmaction - INFO - Epoch [12][340/835] lr: 1.125e-02, eta: 12:32:55, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7958, loss_cls: 1.8387, loss: 1.8387 2020-06-30 23:25:12,333 - mmaction - INFO - Epoch [12][360/835] lr: 1.125e-02, eta: 12:32:43, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7625, loss_cls: 1.9394, loss: 1.9394 2020-06-30 23:25:24,467 - mmaction - INFO - Epoch [12][380/835] lr: 1.125e-02, eta: 12:32:30, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7708, loss_cls: 2.0560, loss: 2.0560 2020-06-30 23:25:36,600 - mmaction - INFO - Epoch [12][400/835] lr: 1.125e-02, eta: 12:32:17, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.4292, top5_acc: 0.7083, loss_cls: 2.2806, loss: 2.2806 2020-06-30 23:25:48,641 - mmaction - INFO - Epoch [12][420/835] lr: 1.125e-02, eta: 12:32:03, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7833, loss_cls: 1.9046, loss: 1.9046 2020-06-30 23:26:00,745 - mmaction - INFO - Epoch [12][440/835] lr: 1.125e-02, eta: 12:31:50, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7583, loss_cls: 2.0868, loss: 2.0868 2020-06-30 23:26:12,850 - mmaction - INFO - Epoch [12][460/835] lr: 1.125e-02, eta: 12:31:37, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7625, loss_cls: 1.9319, loss: 1.9319 2020-06-30 23:26:24,944 - mmaction - INFO - Epoch [12][480/835] lr: 1.125e-02, eta: 12:31:24, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7583, loss_cls: 2.0989, loss: 2.0989 2020-06-30 23:26:37,082 - mmaction - INFO - Epoch [12][500/835] lr: 1.125e-02, eta: 12:31:11, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7500, loss_cls: 2.0653, loss: 2.0653 2020-06-30 23:26:49,188 - mmaction - INFO - Epoch [12][520/835] lr: 1.125e-02, eta: 12:30:58, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9650, loss: 1.9650 2020-06-30 23:27:01,270 - mmaction - INFO - Epoch [12][540/835] lr: 1.125e-02, eta: 12:30:45, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7667, loss_cls: 1.9793, loss: 1.9793 2020-06-30 23:27:13,388 - mmaction - INFO - Epoch [12][560/835] lr: 1.125e-02, eta: 12:30:32, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7708, loss_cls: 1.9031, loss: 1.9031 2020-06-30 23:27:25,540 - mmaction - INFO - Epoch [12][580/835] lr: 1.125e-02, eta: 12:30:20, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.8125, loss_cls: 1.8785, loss: 1.8785 2020-06-30 23:27:37,684 - mmaction - INFO - Epoch [12][600/835] lr: 1.125e-02, eta: 12:30:07, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7958, loss_cls: 1.7723, loss: 1.7723 2020-06-30 23:27:49,767 - mmaction - INFO - Epoch [12][620/835] lr: 1.125e-02, eta: 12:29:53, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7792, loss_cls: 1.9811, loss: 1.9811 2020-06-30 23:28:01,858 - mmaction - INFO - Epoch [12][640/835] lr: 1.125e-02, eta: 12:29:40, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7667, loss_cls: 2.1508, loss: 2.1508 2020-06-30 23:28:13,935 - mmaction - INFO - Epoch [12][660/835] lr: 1.125e-02, eta: 12:29:27, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7542, loss_cls: 2.0013, loss: 2.0013 2020-06-30 23:28:26,034 - mmaction - INFO - Epoch [12][680/835] lr: 1.125e-02, eta: 12:29:14, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7958, loss_cls: 1.8970, loss: 1.8970 2020-06-30 23:28:38,102 - mmaction - INFO - Epoch [12][700/835] lr: 1.125e-02, eta: 12:29:01, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7792, loss_cls: 1.9392, loss: 1.9392 2020-06-30 23:28:50,196 - mmaction - INFO - Epoch [12][720/835] lr: 1.125e-02, eta: 12:28:48, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7875, loss_cls: 1.9734, loss: 1.9734 2020-06-30 23:29:02,312 - mmaction - INFO - Epoch [12][740/835] lr: 1.125e-02, eta: 12:28:35, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.7574, loss: 1.7574 2020-06-30 23:29:14,407 - mmaction - INFO - Epoch [12][760/835] lr: 1.125e-02, eta: 12:28:22, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9920, loss: 1.9920 2020-06-30 23:29:26,539 - mmaction - INFO - Epoch [12][780/835] lr: 1.125e-02, eta: 12:28:09, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8125, loss_cls: 1.7396, loss: 1.7396 2020-06-30 23:29:38,676 - mmaction - INFO - Epoch [12][800/835] lr: 1.125e-02, eta: 12:27:56, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7875, loss_cls: 1.8426, loss: 1.8426 2020-06-30 23:29:50,772 - mmaction - INFO - Epoch [12][820/835] lr: 1.125e-02, eta: 12:27:43, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 2.0422, loss: 2.0422 2020-06-30 23:30:25,044 - mmaction - INFO - Epoch [13][20/835] lr: 1.125e-02, eta: 12:27:46, time: 1.230, data_time: 0.562, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7458, loss_cls: 2.0528, loss: 2.0528 2020-06-30 23:30:37,140 - mmaction - INFO - Epoch [13][40/835] lr: 1.125e-02, eta: 12:27:32, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7583, loss_cls: 2.0137, loss: 2.0137 2020-06-30 23:30:49,242 - mmaction - INFO - Epoch [13][60/835] lr: 1.125e-02, eta: 12:27:19, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7875, loss_cls: 1.8597, loss: 1.8597 2020-06-30 23:31:01,386 - mmaction - INFO - Epoch [13][80/835] lr: 1.125e-02, eta: 12:27:07, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7375, loss_cls: 2.0791, loss: 2.0791 2020-06-30 23:31:13,454 - mmaction - INFO - Epoch [13][100/835] lr: 1.125e-02, eta: 12:26:53, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7917, loss_cls: 1.8133, loss: 1.8133 2020-06-30 23:31:25,575 - mmaction - INFO - Epoch [13][120/835] lr: 1.125e-02, eta: 12:26:41, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9936, loss: 1.9936 2020-06-30 23:31:37,639 - mmaction - INFO - Epoch [13][140/835] lr: 1.125e-02, eta: 12:26:27, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8208, loss_cls: 1.7566, loss: 1.7566 2020-06-30 23:31:49,724 - mmaction - INFO - Epoch [13][160/835] lr: 1.125e-02, eta: 12:26:14, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7875, loss_cls: 1.8415, loss: 1.8415 2020-06-30 23:32:01,866 - mmaction - INFO - Epoch [13][180/835] lr: 1.125e-02, eta: 12:26:01, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7958, loss_cls: 1.8919, loss: 1.8919 2020-06-30 23:32:13,991 - mmaction - INFO - Epoch [13][200/835] lr: 1.125e-02, eta: 12:25:48, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.2157, loss: 2.2157 2020-06-30 23:32:26,084 - mmaction - INFO - Epoch [13][220/835] lr: 1.125e-02, eta: 12:25:36, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7750, loss_cls: 1.9854, loss: 1.9854 2020-06-30 23:32:38,162 - mmaction - INFO - Epoch [13][240/835] lr: 1.125e-02, eta: 12:25:22, time: 0.604, data_time: 0.000, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7875, loss_cls: 1.8614, loss: 1.8614 2020-06-30 23:32:50,279 - mmaction - INFO - Epoch [13][260/835] lr: 1.125e-02, eta: 12:25:09, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 2.0322, loss: 2.0322 2020-06-30 23:33:02,394 - mmaction - INFO - Epoch [13][280/835] lr: 1.125e-02, eta: 12:24:56, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7917, loss_cls: 1.9634, loss: 1.9634 2020-06-30 23:33:14,509 - mmaction - INFO - Epoch [13][300/835] lr: 1.125e-02, eta: 12:24:44, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7875, loss_cls: 1.8679, loss: 1.8679 2020-06-30 23:33:26,611 - mmaction - INFO - Epoch [13][320/835] lr: 1.125e-02, eta: 12:24:31, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7583, loss_cls: 1.9936, loss: 1.9936 2020-06-30 23:33:38,756 - mmaction - INFO - Epoch [13][340/835] lr: 1.125e-02, eta: 12:24:18, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7667, loss_cls: 1.9915, loss: 1.9915 2020-06-30 23:33:50,992 - mmaction - INFO - Epoch [13][360/835] lr: 1.125e-02, eta: 12:24:06, time: 0.611, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7708, loss_cls: 1.8674, loss: 1.8674 2020-06-30 23:34:03,062 - mmaction - INFO - Epoch [13][380/835] lr: 1.125e-02, eta: 12:23:53, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7958, loss_cls: 1.9646, loss: 1.9646 2020-06-30 23:34:15,216 - mmaction - INFO - Epoch [13][400/835] lr: 1.125e-02, eta: 12:23:40, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.8125, loss_cls: 1.8596, loss: 1.8596 2020-06-30 23:34:27,281 - mmaction - INFO - Epoch [13][420/835] lr: 1.125e-02, eta: 12:23:27, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7708, loss_cls: 1.8639, loss: 1.8639 2020-06-30 23:34:39,386 - mmaction - INFO - Epoch [13][440/835] lr: 1.125e-02, eta: 12:23:14, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7792, loss_cls: 2.0067, loss: 2.0067 2020-06-30 23:34:51,533 - mmaction - INFO - Epoch [13][460/835] lr: 1.125e-02, eta: 12:23:01, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7958, loss_cls: 1.8956, loss: 1.8956 2020-06-30 23:35:03,679 - mmaction - INFO - Epoch [13][480/835] lr: 1.125e-02, eta: 12:22:49, time: 0.606, data_time: 0.000, memory: 8344, top1_acc: 0.5292, top5_acc: 0.8042, loss_cls: 1.7995, loss: 1.7995 2020-06-30 23:35:15,745 - mmaction - INFO - Epoch [13][500/835] lr: 1.125e-02, eta: 12:22:35, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7833, loss_cls: 2.0669, loss: 2.0669 2020-06-30 23:35:27,853 - mmaction - INFO - Epoch [13][520/835] lr: 1.125e-02, eta: 12:22:22, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7708, loss_cls: 2.0176, loss: 2.0176 2020-06-30 23:35:40,014 - mmaction - INFO - Epoch [13][540/835] lr: 1.125e-02, eta: 12:22:10, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7708, loss_cls: 2.0644, loss: 2.0644 2020-06-30 23:35:52,194 - mmaction - INFO - Epoch [13][560/835] lr: 1.125e-02, eta: 12:21:57, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7958, loss_cls: 1.9187, loss: 1.9187 2020-06-30 23:36:04,377 - mmaction - INFO - Epoch [13][580/835] lr: 1.125e-02, eta: 12:21:45, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7625, loss_cls: 2.0217, loss: 2.0217 2020-06-30 23:36:16,509 - mmaction - INFO - Epoch [13][600/835] lr: 1.125e-02, eta: 12:21:32, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7708, loss_cls: 2.1535, loss: 2.1535 2020-06-30 23:36:28,615 - mmaction - INFO - Epoch [13][620/835] lr: 1.125e-02, eta: 12:21:19, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7292, loss_cls: 2.0561, loss: 2.0561 2020-06-30 23:36:40,765 - mmaction - INFO - Epoch [13][640/835] lr: 1.125e-02, eta: 12:21:07, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8125, loss_cls: 1.7944, loss: 1.7944 2020-06-30 23:36:52,904 - mmaction - INFO - Epoch [13][660/835] lr: 1.125e-02, eta: 12:20:54, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7667, loss_cls: 1.8854, loss: 1.8854 2020-06-30 23:37:05,032 - mmaction - INFO - Epoch [13][680/835] lr: 1.125e-02, eta: 12:20:41, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8000, loss_cls: 1.9471, loss: 1.9471 2020-06-30 23:37:17,150 - mmaction - INFO - Epoch [13][700/835] lr: 1.125e-02, eta: 12:20:28, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.8125, loss_cls: 1.7403, loss: 1.7403 2020-06-30 23:37:29,242 - mmaction - INFO - Epoch [13][720/835] lr: 1.125e-02, eta: 12:20:15, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7417, loss_cls: 2.0692, loss: 2.0692 2020-06-30 23:37:41,343 - mmaction - INFO - Epoch [13][740/835] lr: 1.125e-02, eta: 12:20:02, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7833, loss_cls: 1.7946, loss: 1.7946 2020-06-30 23:37:53,406 - mmaction - INFO - Epoch [13][760/835] lr: 1.125e-02, eta: 12:19:49, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.2065, loss: 2.2065 2020-06-30 23:38:05,569 - mmaction - INFO - Epoch [13][780/835] lr: 1.125e-02, eta: 12:19:37, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7917, loss_cls: 1.9806, loss: 1.9806 2020-06-30 23:38:17,677 - mmaction - INFO - Epoch [13][800/835] lr: 1.125e-02, eta: 12:19:24, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.8083, loss_cls: 1.9232, loss: 1.9232 2020-06-30 23:38:29,778 - mmaction - INFO - Epoch [13][820/835] lr: 1.125e-02, eta: 12:19:11, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7583, loss_cls: 1.9776, loss: 1.9776 2020-06-30 23:39:04,080 - mmaction - INFO - Epoch [14][20/835] lr: 1.125e-02, eta: 12:19:11, time: 1.232, data_time: 0.594, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7583, loss_cls: 1.9916, loss: 1.9916 2020-06-30 23:39:16,119 - mmaction - INFO - Epoch [14][40/835] lr: 1.125e-02, eta: 12:18:58, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7792, loss_cls: 2.0261, loss: 2.0261 2020-06-30 23:39:28,234 - mmaction - INFO - Epoch [14][60/835] lr: 1.125e-02, eta: 12:18:45, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8542, loss_cls: 1.5720, loss: 1.5720 2020-06-30 23:39:40,351 - mmaction - INFO - Epoch [14][80/835] lr: 1.125e-02, eta: 12:18:32, time: 0.606, data_time: 0.005, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7792, loss_cls: 1.9513, loss: 1.9513 2020-06-30 23:39:52,479 - mmaction - INFO - Epoch [14][100/835] lr: 1.125e-02, eta: 12:18:20, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7583, loss_cls: 2.1034, loss: 2.1034 2020-06-30 23:40:04,647 - mmaction - INFO - Epoch [14][120/835] lr: 1.125e-02, eta: 12:18:07, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7958, loss_cls: 1.7405, loss: 1.7405 2020-06-30 23:40:16,715 - mmaction - INFO - Epoch [14][140/835] lr: 1.125e-02, eta: 12:17:54, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7833, loss_cls: 1.7738, loss: 1.7738 2020-06-30 23:40:28,836 - mmaction - INFO - Epoch [14][160/835] lr: 1.125e-02, eta: 12:17:41, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7833, loss_cls: 1.9004, loss: 1.9004 2020-06-30 23:40:40,934 - mmaction - INFO - Epoch [14][180/835] lr: 1.125e-02, eta: 12:17:28, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.8499, loss: 1.8499 2020-06-30 23:40:53,087 - mmaction - INFO - Epoch [14][200/835] lr: 1.125e-02, eta: 12:17:16, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7958, loss_cls: 1.7841, loss: 1.7841 2020-06-30 23:41:05,212 - mmaction - INFO - Epoch [14][220/835] lr: 1.125e-02, eta: 12:17:03, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7583, loss_cls: 2.0749, loss: 2.0749 2020-06-30 23:41:17,335 - mmaction - INFO - Epoch [14][240/835] lr: 1.125e-02, eta: 12:16:50, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7917, loss_cls: 1.8488, loss: 1.8488 2020-06-30 23:41:29,436 - mmaction - INFO - Epoch [14][260/835] lr: 1.125e-02, eta: 12:16:37, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9904, loss: 1.9904 2020-06-30 23:41:41,617 - mmaction - INFO - Epoch [14][280/835] lr: 1.125e-02, eta: 12:16:24, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8083, loss_cls: 1.8171, loss: 1.8171 2020-06-30 23:41:53,689 - mmaction - INFO - Epoch [14][300/835] lr: 1.125e-02, eta: 12:16:11, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7125, loss_cls: 2.2245, loss: 2.2245 2020-06-30 23:42:05,803 - mmaction - INFO - Epoch [14][320/835] lr: 1.125e-02, eta: 12:15:58, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7708, loss_cls: 1.9464, loss: 1.9464 2020-06-30 23:42:17,858 - mmaction - INFO - Epoch [14][340/835] lr: 1.125e-02, eta: 12:15:45, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7917, loss_cls: 1.8270, loss: 1.8270 2020-06-30 23:42:29,994 - mmaction - INFO - Epoch [14][360/835] lr: 1.125e-02, eta: 12:15:33, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7250, loss_cls: 1.9773, loss: 1.9773 2020-06-30 23:42:42,140 - mmaction - INFO - Epoch [14][380/835] lr: 1.125e-02, eta: 12:15:20, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7833, loss_cls: 1.8051, loss: 1.8051 2020-06-30 23:42:54,351 - mmaction - INFO - Epoch [14][400/835] lr: 1.125e-02, eta: 12:15:08, time: 0.611, data_time: 0.003, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7083, loss_cls: 2.3517, loss: 2.3517 2020-06-30 23:43:06,427 - mmaction - INFO - Epoch [14][420/835] lr: 1.125e-02, eta: 12:14:55, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7667, loss_cls: 1.9976, loss: 1.9976 2020-06-30 23:43:18,510 - mmaction - INFO - Epoch [14][440/835] lr: 1.125e-02, eta: 12:14:42, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.8000, loss_cls: 1.8088, loss: 1.8088 2020-06-30 23:43:30,676 - mmaction - INFO - Epoch [14][460/835] lr: 1.125e-02, eta: 12:14:29, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8042, loss_cls: 1.8797, loss: 1.8797 2020-06-30 23:43:42,819 - mmaction - INFO - Epoch [14][480/835] lr: 1.125e-02, eta: 12:14:17, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8083, loss_cls: 1.7054, loss: 1.7054 2020-06-30 23:43:54,943 - mmaction - INFO - Epoch [14][500/835] lr: 1.125e-02, eta: 12:14:04, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7958, loss_cls: 1.9612, loss: 1.9612 2020-06-30 23:44:07,055 - mmaction - INFO - Epoch [14][520/835] lr: 1.125e-02, eta: 12:13:51, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6923, loss: 1.6923 2020-06-30 23:44:19,175 - mmaction - INFO - Epoch [14][540/835] lr: 1.125e-02, eta: 12:13:38, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7250, loss_cls: 2.0952, loss: 2.0952 2020-06-30 23:44:31,279 - mmaction - INFO - Epoch [14][560/835] lr: 1.125e-02, eta: 12:13:25, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8083, loss_cls: 1.7299, loss: 1.7299 2020-06-30 23:44:43,414 - mmaction - INFO - Epoch [14][580/835] lr: 1.125e-02, eta: 12:13:13, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8042, loss_cls: 1.7845, loss: 1.7845 2020-06-30 23:44:55,597 - mmaction - INFO - Epoch [14][600/835] lr: 1.125e-02, eta: 12:13:00, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7875, loss_cls: 2.0312, loss: 2.0312 2020-06-30 23:45:07,691 - mmaction - INFO - Epoch [14][620/835] lr: 1.125e-02, eta: 12:12:47, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8000, loss_cls: 1.9326, loss: 1.9326 2020-06-30 23:45:19,781 - mmaction - INFO - Epoch [14][640/835] lr: 1.125e-02, eta: 12:12:34, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7958, loss_cls: 1.8844, loss: 1.8844 2020-06-30 23:45:31,894 - mmaction - INFO - Epoch [14][660/835] lr: 1.125e-02, eta: 12:12:22, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7792, loss_cls: 1.8459, loss: 1.8459 2020-06-30 23:45:44,060 - mmaction - INFO - Epoch [14][680/835] lr: 1.125e-02, eta: 12:12:09, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 2.0083, loss: 2.0083 2020-06-30 23:45:56,161 - mmaction - INFO - Epoch [14][700/835] lr: 1.125e-02, eta: 12:11:56, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.7933, loss: 1.7933 2020-06-30 23:46:08,260 - mmaction - INFO - Epoch [14][720/835] lr: 1.125e-02, eta: 12:11:43, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7667, loss_cls: 1.9875, loss: 1.9875 2020-06-30 23:46:20,388 - mmaction - INFO - Epoch [14][740/835] lr: 1.125e-02, eta: 12:11:31, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8000, loss_cls: 1.9056, loss: 1.9056 2020-06-30 23:46:32,531 - mmaction - INFO - Epoch [14][760/835] lr: 1.125e-02, eta: 12:11:18, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7667, loss_cls: 1.9746, loss: 1.9746 2020-06-30 23:46:44,606 - mmaction - INFO - Epoch [14][780/835] lr: 1.125e-02, eta: 12:11:05, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7542, loss_cls: 2.1228, loss: 2.1228 2020-06-30 23:46:56,717 - mmaction - INFO - Epoch [14][800/835] lr: 1.125e-02, eta: 12:10:52, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7792, loss_cls: 1.9563, loss: 1.9563 2020-06-30 23:47:08,791 - mmaction - INFO - Epoch [14][820/835] lr: 1.125e-02, eta: 12:10:39, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7708, loss_cls: 2.0636, loss: 2.0636 2020-06-30 23:47:42,836 - mmaction - INFO - Epoch [15][20/835] lr: 1.125e-02, eta: 12:10:36, time: 1.215, data_time: 0.565, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7042, loss_cls: 2.1235, loss: 2.1235 2020-06-30 23:47:54,926 - mmaction - INFO - Epoch [15][40/835] lr: 1.125e-02, eta: 12:10:23, time: 0.605, data_time: 0.005, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7792, loss_cls: 1.9135, loss: 1.9135 2020-06-30 23:48:07,026 - mmaction - INFO - Epoch [15][60/835] lr: 1.125e-02, eta: 12:10:10, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7708, loss_cls: 1.9226, loss: 1.9226 2020-06-30 23:48:19,144 - mmaction - INFO - Epoch [15][80/835] lr: 1.125e-02, eta: 12:09:57, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7625, loss_cls: 1.8677, loss: 1.8677 2020-06-30 23:48:31,186 - mmaction - INFO - Epoch [15][100/835] lr: 1.125e-02, eta: 12:09:44, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7917, loss_cls: 1.7279, loss: 1.7279 2020-06-30 23:48:43,263 - mmaction - INFO - Epoch [15][120/835] lr: 1.125e-02, eta: 12:09:31, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8042, loss_cls: 1.7125, loss: 1.7125 2020-06-30 23:48:55,360 - mmaction - INFO - Epoch [15][140/835] lr: 1.125e-02, eta: 12:09:18, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7750, loss_cls: 1.9862, loss: 1.9862 2020-06-30 23:49:07,488 - mmaction - INFO - Epoch [15][160/835] lr: 1.125e-02, eta: 12:09:05, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8333, loss_cls: 1.6689, loss: 1.6689 2020-06-30 23:49:19,584 - mmaction - INFO - Epoch [15][180/835] lr: 1.125e-02, eta: 12:08:52, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7625, loss_cls: 2.0381, loss: 2.0381 2020-06-30 23:49:31,659 - mmaction - INFO - Epoch [15][200/835] lr: 1.125e-02, eta: 12:08:39, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7667, loss_cls: 1.8067, loss: 1.8067 2020-06-30 23:49:43,740 - mmaction - INFO - Epoch [15][220/835] lr: 1.125e-02, eta: 12:08:26, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7292, loss_cls: 2.1488, loss: 2.1488 2020-06-30 23:49:55,869 - mmaction - INFO - Epoch [15][240/835] lr: 1.125e-02, eta: 12:08:14, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7917, loss_cls: 1.9098, loss: 1.9098 2020-06-30 23:50:07,948 - mmaction - INFO - Epoch [15][260/835] lr: 1.125e-02, eta: 12:08:01, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8208, loss_cls: 1.6980, loss: 1.6980 2020-06-30 23:50:20,103 - mmaction - INFO - Epoch [15][280/835] lr: 1.125e-02, eta: 12:07:48, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.8083, loss_cls: 1.7773, loss: 1.7773 2020-06-30 23:50:32,203 - mmaction - INFO - Epoch [15][300/835] lr: 1.125e-02, eta: 12:07:35, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8125, loss_cls: 1.9139, loss: 1.9139 2020-06-30 23:50:44,279 - mmaction - INFO - Epoch [15][320/835] lr: 1.125e-02, eta: 12:07:22, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.8125, loss_cls: 1.8832, loss: 1.8832 2020-06-30 23:50:56,335 - mmaction - INFO - Epoch [15][340/835] lr: 1.125e-02, eta: 12:07:09, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7625, loss_cls: 1.9958, loss: 1.9958 2020-06-30 23:51:08,425 - mmaction - INFO - Epoch [15][360/835] lr: 1.125e-02, eta: 12:06:56, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7458, loss_cls: 2.0620, loss: 2.0620 2020-06-30 23:51:20,515 - mmaction - INFO - Epoch [15][380/835] lr: 1.125e-02, eta: 12:06:43, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7917, loss_cls: 1.8358, loss: 1.8358 2020-06-30 23:51:32,578 - mmaction - INFO - Epoch [15][400/835] lr: 1.125e-02, eta: 12:06:30, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.8190, loss: 1.8190 2020-06-30 23:51:44,647 - mmaction - INFO - Epoch [15][420/835] lr: 1.125e-02, eta: 12:06:17, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8042, loss_cls: 1.7287, loss: 1.7287 2020-06-30 23:51:56,685 - mmaction - INFO - Epoch [15][440/835] lr: 1.125e-02, eta: 12:06:04, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8042, loss_cls: 1.7651, loss: 1.7651 2020-06-30 23:52:08,777 - mmaction - INFO - Epoch [15][460/835] lr: 1.125e-02, eta: 12:05:51, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7792, loss_cls: 2.0601, loss: 2.0601 2020-06-30 23:52:20,902 - mmaction - INFO - Epoch [15][480/835] lr: 1.125e-02, eta: 12:05:38, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.7320, loss: 1.7320 2020-06-30 23:52:33,047 - mmaction - INFO - Epoch [15][500/835] lr: 1.125e-02, eta: 12:05:26, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.4958, top5_acc: 0.7125, loss_cls: 2.2571, loss: 2.2571 2020-06-30 23:52:45,111 - mmaction - INFO - Epoch [15][520/835] lr: 1.125e-02, eta: 12:05:13, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7333, loss_cls: 2.0058, loss: 2.0058 2020-06-30 23:52:57,247 - mmaction - INFO - Epoch [15][540/835] lr: 1.125e-02, eta: 12:05:00, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.8125, loss_cls: 1.8533, loss: 1.8533 2020-06-30 23:53:09,374 - mmaction - INFO - Epoch [15][560/835] lr: 1.125e-02, eta: 12:04:47, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7625, loss_cls: 1.9564, loss: 1.9564 2020-06-30 23:53:21,491 - mmaction - INFO - Epoch [15][580/835] lr: 1.125e-02, eta: 12:04:35, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8542, loss_cls: 1.6396, loss: 1.6396 2020-06-30 23:53:33,641 - mmaction - INFO - Epoch [15][600/835] lr: 1.125e-02, eta: 12:04:22, time: 0.607, data_time: 0.004, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7792, loss_cls: 1.8997, loss: 1.8997 2020-06-30 23:53:45,661 - mmaction - INFO - Epoch [15][620/835] lr: 1.125e-02, eta: 12:04:09, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7958, loss_cls: 1.8406, loss: 1.8406 2020-06-30 23:53:57,702 - mmaction - INFO - Epoch [15][640/835] lr: 1.125e-02, eta: 12:03:56, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7500, loss_cls: 2.1499, loss: 2.1499 2020-06-30 23:54:09,771 - mmaction - INFO - Epoch [15][660/835] lr: 1.125e-02, eta: 12:03:43, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.4542, top5_acc: 0.7625, loss_cls: 2.1500, loss: 2.1500 2020-06-30 23:54:21,867 - mmaction - INFO - Epoch [15][680/835] lr: 1.125e-02, eta: 12:03:30, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 2.0188, loss: 2.0188 2020-06-30 23:54:33,928 - mmaction - INFO - Epoch [15][700/835] lr: 1.125e-02, eta: 12:03:17, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7792, loss_cls: 1.9909, loss: 1.9909 2020-06-30 23:54:46,039 - mmaction - INFO - Epoch [15][720/835] lr: 1.125e-02, eta: 12:03:04, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7708, loss_cls: 2.0375, loss: 2.0375 2020-06-30 23:54:58,095 - mmaction - INFO - Epoch [15][740/835] lr: 1.125e-02, eta: 12:02:51, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7958, loss_cls: 1.8097, loss: 1.8097 2020-06-30 23:55:10,274 - mmaction - INFO - Epoch [15][760/835] lr: 1.125e-02, eta: 12:02:39, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7833, loss_cls: 1.9393, loss: 1.9393 2020-06-30 23:55:22,371 - mmaction - INFO - Epoch [15][780/835] lr: 1.125e-02, eta: 12:02:26, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8042, loss_cls: 1.7876, loss: 1.7876 2020-06-30 23:55:34,450 - mmaction - INFO - Epoch [15][800/835] lr: 1.125e-02, eta: 12:02:13, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7417, loss_cls: 1.9627, loss: 1.9627 2020-06-30 23:55:46,554 - mmaction - INFO - Epoch [15][820/835] lr: 1.125e-02, eta: 12:02:00, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7667, loss_cls: 1.9378, loss: 1.9378 2020-06-30 23:55:56,307 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-06-30 23:56:31,567 - mmaction - INFO - Evaluating top_k_accuracy... 2020-06-30 23:56:32,497 - mmaction - INFO - top1_acc 0.6164 top5_acc 0.8404 2020-06-30 23:56:32,497 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-06-30 23:56:32,547 - mmaction - INFO - mean_acc 0.6163 2020-06-30 23:56:32,554 - mmaction - INFO - Epoch [15][835/835] lr: 1.125e-02, top1_acc: 0.6164, top5_acc: 0.8404, mean_class_accuracy: 0.6163 2020-06-30 23:56:54,898 - mmaction - INFO - Epoch [16][20/835] lr: 1.125e-02, eta: 12:01:44, time: 1.116, data_time: 0.498, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7917, loss_cls: 1.9645, loss: 1.9645 2020-06-30 23:57:06,855 - mmaction - INFO - Epoch [16][40/835] lr: 1.125e-02, eta: 12:01:31, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7382, loss: 1.7382 2020-06-30 23:57:18,863 - mmaction - INFO - Epoch [16][60/835] lr: 1.125e-02, eta: 12:01:17, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7917, loss_cls: 2.0297, loss: 2.0297 2020-06-30 23:57:30,913 - mmaction - INFO - Epoch [16][80/835] lr: 1.125e-02, eta: 12:01:04, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.7784, loss: 1.7784 2020-06-30 23:57:43,000 - mmaction - INFO - Epoch [16][100/835] lr: 1.125e-02, eta: 12:00:51, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8292, loss_cls: 1.7880, loss: 1.7880 2020-06-30 23:57:55,111 - mmaction - INFO - Epoch [16][120/835] lr: 1.125e-02, eta: 12:00:39, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.4667, top5_acc: 0.7125, loss_cls: 2.2289, loss: 2.2289 2020-06-30 23:58:07,132 - mmaction - INFO - Epoch [16][140/835] lr: 1.125e-02, eta: 12:00:26, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7792, loss_cls: 1.9036, loss: 1.9036 2020-06-30 23:58:19,178 - mmaction - INFO - Epoch [16][160/835] lr: 1.125e-02, eta: 12:00:12, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7792, loss_cls: 1.9305, loss: 1.9305 2020-06-30 23:58:31,203 - mmaction - INFO - Epoch [16][180/835] lr: 1.125e-02, eta: 11:59:59, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.4958, top5_acc: 0.8000, loss_cls: 1.9534, loss: 1.9534 2020-06-30 23:58:43,307 - mmaction - INFO - Epoch [16][200/835] lr: 1.125e-02, eta: 11:59:46, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8042, loss_cls: 1.7692, loss: 1.7692 2020-06-30 23:58:55,398 - mmaction - INFO - Epoch [16][220/835] lr: 1.125e-02, eta: 11:59:34, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7708, loss_cls: 1.8773, loss: 1.8773 2020-06-30 23:59:07,490 - mmaction - INFO - Epoch [16][240/835] lr: 1.125e-02, eta: 11:59:21, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7833, loss_cls: 1.8199, loss: 1.8199 2020-06-30 23:59:19,542 - mmaction - INFO - Epoch [16][260/835] lr: 1.125e-02, eta: 11:59:08, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7958, loss_cls: 1.7117, loss: 1.7117 2020-06-30 23:59:31,540 - mmaction - INFO - Epoch [16][280/835] lr: 1.125e-02, eta: 11:58:54, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7667, loss_cls: 1.9516, loss: 1.9516 2020-06-30 23:59:43,593 - mmaction - INFO - Epoch [16][300/835] lr: 1.125e-02, eta: 11:58:41, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8083, loss_cls: 1.7291, loss: 1.7291 2020-06-30 23:59:55,664 - mmaction - INFO - Epoch [16][320/835] lr: 1.125e-02, eta: 11:58:28, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7833, loss_cls: 1.9460, loss: 1.9460 2020-07-01 00:00:09,347 - mmaction - INFO - Epoch [16][340/835] lr: 1.125e-02, eta: 11:58:24, time: 0.685, data_time: 0.002, memory: 8344, top1_acc: 0.4917, top5_acc: 0.7708, loss_cls: 2.0239, loss: 2.0239 2020-07-01 00:00:21,425 - mmaction - INFO - Epoch [16][360/835] lr: 1.125e-02, eta: 11:58:11, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8292, loss_cls: 1.8049, loss: 1.8049 2020-07-01 00:00:33,551 - mmaction - INFO - Epoch [16][380/835] lr: 1.125e-02, eta: 11:57:59, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7833, loss_cls: 1.7544, loss: 1.7544 2020-07-01 00:00:45,617 - mmaction - INFO - Epoch [16][400/835] lr: 1.125e-02, eta: 11:57:46, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8458, loss_cls: 1.6287, loss: 1.6287 2020-07-01 00:00:57,729 - mmaction - INFO - Epoch [16][420/835] lr: 1.125e-02, eta: 11:57:33, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7792, loss_cls: 1.8471, loss: 1.8471 2020-07-01 00:01:09,813 - mmaction - INFO - Epoch [16][440/835] lr: 1.125e-02, eta: 11:57:20, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8208, loss_cls: 1.7295, loss: 1.7295 2020-07-01 00:01:21,911 - mmaction - INFO - Epoch [16][460/835] lr: 1.125e-02, eta: 11:57:07, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7583, loss_cls: 2.0087, loss: 2.0087 2020-07-01 00:01:33,965 - mmaction - INFO - Epoch [16][480/835] lr: 1.125e-02, eta: 11:56:54, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7708, loss_cls: 1.9047, loss: 1.9047 2020-07-01 00:01:46,041 - mmaction - INFO - Epoch [16][500/835] lr: 1.125e-02, eta: 11:56:42, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7958, loss_cls: 1.9753, loss: 1.9753 2020-07-01 00:01:58,170 - mmaction - INFO - Epoch [16][520/835] lr: 1.125e-02, eta: 11:56:29, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7958, loss_cls: 1.8648, loss: 1.8648 2020-07-01 00:02:10,268 - mmaction - INFO - Epoch [16][540/835] lr: 1.125e-02, eta: 11:56:16, time: 0.606, data_time: 0.004, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7583, loss_cls: 2.0300, loss: 2.0300 2020-07-01 00:02:22,321 - mmaction - INFO - Epoch [16][560/835] lr: 1.125e-02, eta: 11:56:03, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8125, loss_cls: 1.7040, loss: 1.7040 2020-07-01 00:02:34,422 - mmaction - INFO - Epoch [16][580/835] lr: 1.125e-02, eta: 11:55:50, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8083, loss_cls: 1.7836, loss: 1.7836 2020-07-01 00:02:46,476 - mmaction - INFO - Epoch [16][600/835] lr: 1.125e-02, eta: 11:55:37, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.8167, loss_cls: 1.8061, loss: 1.8061 2020-07-01 00:02:58,610 - mmaction - INFO - Epoch [16][620/835] lr: 1.125e-02, eta: 11:55:25, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0031, loss: 2.0031 2020-07-01 00:03:10,719 - mmaction - INFO - Epoch [16][640/835] lr: 1.125e-02, eta: 11:55:12, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7917, loss_cls: 1.7503, loss: 1.7503 2020-07-01 00:03:22,790 - mmaction - INFO - Epoch [16][660/835] lr: 1.125e-02, eta: 11:54:59, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.8042, loss_cls: 1.7321, loss: 1.7321 2020-07-01 00:03:34,918 - mmaction - INFO - Epoch [16][680/835] lr: 1.125e-02, eta: 11:54:47, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7542, loss_cls: 2.0274, loss: 2.0274 2020-07-01 00:03:46,972 - mmaction - INFO - Epoch [16][700/835] lr: 1.125e-02, eta: 11:54:34, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7708, loss_cls: 1.9412, loss: 1.9412 2020-07-01 00:03:59,044 - mmaction - INFO - Epoch [16][720/835] lr: 1.125e-02, eta: 11:54:21, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8125, loss_cls: 1.7757, loss: 1.7757 2020-07-01 00:04:11,139 - mmaction - INFO - Epoch [16][740/835] lr: 1.125e-02, eta: 11:54:08, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7708, loss_cls: 1.9581, loss: 1.9581 2020-07-01 00:04:23,266 - mmaction - INFO - Epoch [16][760/835] lr: 1.125e-02, eta: 11:53:55, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5042, top5_acc: 0.7417, loss_cls: 2.0708, loss: 2.0708 2020-07-01 00:04:35,394 - mmaction - INFO - Epoch [16][780/835] lr: 1.125e-02, eta: 11:53:43, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8208, loss_cls: 1.8105, loss: 1.8105 2020-07-01 00:04:47,476 - mmaction - INFO - Epoch [16][800/835] lr: 1.125e-02, eta: 11:53:30, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7708, loss_cls: 1.8961, loss: 1.8961 2020-07-01 00:04:59,571 - mmaction - INFO - Epoch [16][820/835] lr: 1.125e-02, eta: 11:53:17, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7792, loss_cls: 2.0002, loss: 2.0002 2020-07-01 00:05:34,744 - mmaction - INFO - Epoch [17][20/835] lr: 1.125e-02, eta: 11:53:14, time: 1.241, data_time: 0.628, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8417, loss_cls: 1.5357, loss: 1.5357 2020-07-01 00:05:46,783 - mmaction - INFO - Epoch [17][40/835] lr: 1.125e-02, eta: 11:53:01, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7792, loss_cls: 1.9210, loss: 1.9210 2020-07-01 00:05:58,797 - mmaction - INFO - Epoch [17][60/835] lr: 1.125e-02, eta: 11:52:48, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8042, loss_cls: 1.7224, loss: 1.7224 2020-07-01 00:06:10,859 - mmaction - INFO - Epoch [17][80/835] lr: 1.125e-02, eta: 11:52:35, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0152, loss: 2.0152 2020-07-01 00:06:22,903 - mmaction - INFO - Epoch [17][100/835] lr: 1.125e-02, eta: 11:52:22, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8110, loss: 1.8110 2020-07-01 00:06:35,061 - mmaction - INFO - Epoch [17][120/835] lr: 1.125e-02, eta: 11:52:09, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7792, loss_cls: 1.8379, loss: 1.8379 2020-07-01 00:06:47,185 - mmaction - INFO - Epoch [17][140/835] lr: 1.125e-02, eta: 11:51:57, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.4833, top5_acc: 0.6958, loss_cls: 2.2491, loss: 2.2491 2020-07-01 00:06:59,209 - mmaction - INFO - Epoch [17][160/835] lr: 1.125e-02, eta: 11:51:44, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7708, loss_cls: 1.8473, loss: 1.8473 2020-07-01 00:07:11,294 - mmaction - INFO - Epoch [17][180/835] lr: 1.125e-02, eta: 11:51:31, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7583, loss_cls: 2.1594, loss: 2.1594 2020-07-01 00:07:23,345 - mmaction - INFO - Epoch [17][200/835] lr: 1.125e-02, eta: 11:51:18, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7583, loss_cls: 1.9381, loss: 1.9381 2020-07-01 00:07:35,428 - mmaction - INFO - Epoch [17][220/835] lr: 1.125e-02, eta: 11:51:05, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8125, loss_cls: 1.7959, loss: 1.7959 2020-07-01 00:07:48,018 - mmaction - INFO - Epoch [17][240/835] lr: 1.125e-02, eta: 11:50:54, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7301, loss: 1.7301 2020-07-01 00:08:00,352 - mmaction - INFO - Epoch [17][260/835] lr: 1.125e-02, eta: 11:50:43, time: 0.619, data_time: 0.004, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9680, loss: 1.9680 2020-07-01 00:08:13,252 - mmaction - INFO - Epoch [17][280/835] lr: 1.125e-02, eta: 11:50:35, time: 0.645, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8250, loss_cls: 1.7261, loss: 1.7261 2020-07-01 00:08:25,327 - mmaction - INFO - Epoch [17][300/835] lr: 1.125e-02, eta: 11:50:22, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.8167, loss_cls: 1.7497, loss: 1.7497 2020-07-01 00:08:37,455 - mmaction - INFO - Epoch [17][320/835] lr: 1.125e-02, eta: 11:50:09, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7792, loss_cls: 1.9399, loss: 1.9399 2020-07-01 00:08:49,609 - mmaction - INFO - Epoch [17][340/835] lr: 1.125e-02, eta: 11:49:57, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7750, loss_cls: 1.8522, loss: 1.8522 2020-07-01 00:09:01,695 - mmaction - INFO - Epoch [17][360/835] lr: 1.125e-02, eta: 11:49:44, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7667, loss_cls: 2.0333, loss: 2.0333 2020-07-01 00:09:13,766 - mmaction - INFO - Epoch [17][380/835] lr: 1.125e-02, eta: 11:49:31, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7708, loss_cls: 1.7708, loss: 1.7708 2020-07-01 00:09:25,865 - mmaction - INFO - Epoch [17][400/835] lr: 1.125e-02, eta: 11:49:18, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7875, loss_cls: 1.8296, loss: 1.8296 2020-07-01 00:09:37,951 - mmaction - INFO - Epoch [17][420/835] lr: 1.125e-02, eta: 11:49:05, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7792, loss_cls: 1.9789, loss: 1.9789 2020-07-01 00:09:50,019 - mmaction - INFO - Epoch [17][440/835] lr: 1.125e-02, eta: 11:48:52, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7692, loss: 1.7692 2020-07-01 00:10:02,124 - mmaction - INFO - Epoch [17][460/835] lr: 1.125e-02, eta: 11:48:40, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7792, loss_cls: 1.9780, loss: 1.9780 2020-07-01 00:10:14,250 - mmaction - INFO - Epoch [17][480/835] lr: 1.125e-02, eta: 11:48:27, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7625, loss_cls: 1.9694, loss: 1.9694 2020-07-01 00:10:26,417 - mmaction - INFO - Epoch [17][500/835] lr: 1.125e-02, eta: 11:48:15, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8042, loss_cls: 1.7339, loss: 1.7339 2020-07-01 00:10:38,593 - mmaction - INFO - Epoch [17][520/835] lr: 1.125e-02, eta: 11:48:02, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8250, loss_cls: 1.5398, loss: 1.5398 2020-07-01 00:10:50,691 - mmaction - INFO - Epoch [17][540/835] lr: 1.125e-02, eta: 11:47:50, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8292, loss_cls: 1.7513, loss: 1.7513 2020-07-01 00:11:02,792 - mmaction - INFO - Epoch [17][560/835] lr: 1.125e-02, eta: 11:47:37, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7708, loss_cls: 1.8876, loss: 1.8876 2020-07-01 00:11:14,844 - mmaction - INFO - Epoch [17][580/835] lr: 1.125e-02, eta: 11:47:24, time: 0.604, data_time: 0.004, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7417, loss_cls: 2.0744, loss: 2.0744 2020-07-01 00:11:26,940 - mmaction - INFO - Epoch [17][600/835] lr: 1.125e-02, eta: 11:47:11, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8375, loss_cls: 1.7095, loss: 1.7095 2020-07-01 00:11:39,028 - mmaction - INFO - Epoch [17][620/835] lr: 1.125e-02, eta: 11:46:58, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7667, loss_cls: 1.9194, loss: 1.9194 2020-07-01 00:11:51,158 - mmaction - INFO - Epoch [17][640/835] lr: 1.125e-02, eta: 11:46:46, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8000, loss_cls: 1.7685, loss: 1.7685 2020-07-01 00:12:03,303 - mmaction - INFO - Epoch [17][660/835] lr: 1.125e-02, eta: 11:46:33, time: 0.606, data_time: 0.000, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8167, loss_cls: 1.7724, loss: 1.7724 2020-07-01 00:12:15,420 - mmaction - INFO - Epoch [17][680/835] lr: 1.125e-02, eta: 11:46:21, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8333, loss_cls: 1.6702, loss: 1.6702 2020-07-01 00:12:27,464 - mmaction - INFO - Epoch [17][700/835] lr: 1.125e-02, eta: 11:46:08, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7708, loss_cls: 1.8173, loss: 1.8173 2020-07-01 00:12:39,497 - mmaction - INFO - Epoch [17][720/835] lr: 1.125e-02, eta: 11:45:55, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7625, loss_cls: 2.0319, loss: 2.0319 2020-07-01 00:12:51,605 - mmaction - INFO - Epoch [17][740/835] lr: 1.125e-02, eta: 11:45:42, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7792, loss_cls: 1.9547, loss: 1.9547 2020-07-01 00:13:03,664 - mmaction - INFO - Epoch [17][760/835] lr: 1.125e-02, eta: 11:45:29, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8000, loss_cls: 1.9147, loss: 1.9147 2020-07-01 00:13:15,715 - mmaction - INFO - Epoch [17][780/835] lr: 1.125e-02, eta: 11:45:16, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7792, loss_cls: 1.9032, loss: 1.9032 2020-07-01 00:13:27,771 - mmaction - INFO - Epoch [17][800/835] lr: 1.125e-02, eta: 11:45:03, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8856, loss: 1.8856 2020-07-01 00:13:39,861 - mmaction - INFO - Epoch [17][820/835] lr: 1.125e-02, eta: 11:44:50, time: 0.604, data_time: 0.004, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7792, loss_cls: 1.8497, loss: 1.8497 2020-07-01 00:14:15,943 - mmaction - INFO - Epoch [18][20/835] lr: 1.125e-02, eta: 11:44:51, time: 1.289, data_time: 0.641, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8167, loss_cls: 1.5932, loss: 1.5932 2020-07-01 00:14:27,988 - mmaction - INFO - Epoch [18][40/835] lr: 1.125e-02, eta: 11:44:38, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7917, loss_cls: 1.7946, loss: 1.7946 2020-07-01 00:14:40,063 - mmaction - INFO - Epoch [18][60/835] lr: 1.125e-02, eta: 11:44:25, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7833, loss_cls: 2.0678, loss: 2.0678 2020-07-01 00:14:52,128 - mmaction - INFO - Epoch [18][80/835] lr: 1.125e-02, eta: 11:44:12, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.8302, loss: 1.8302 2020-07-01 00:15:04,223 - mmaction - INFO - Epoch [18][100/835] lr: 1.125e-02, eta: 11:43:59, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7750, loss_cls: 1.8345, loss: 1.8345 2020-07-01 00:15:16,252 - mmaction - INFO - Epoch [18][120/835] lr: 1.125e-02, eta: 11:43:46, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7792, loss_cls: 1.8788, loss: 1.8788 2020-07-01 00:15:28,252 - mmaction - INFO - Epoch [18][140/835] lr: 1.125e-02, eta: 11:43:33, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7958, loss_cls: 1.7975, loss: 1.7975 2020-07-01 00:15:40,378 - mmaction - INFO - Epoch [18][160/835] lr: 1.125e-02, eta: 11:43:20, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7875, loss_cls: 2.0479, loss: 2.0479 2020-07-01 00:15:52,406 - mmaction - INFO - Epoch [18][180/835] lr: 1.125e-02, eta: 11:43:07, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8292, loss_cls: 1.6846, loss: 1.6846 2020-07-01 00:16:04,446 - mmaction - INFO - Epoch [18][200/835] lr: 1.125e-02, eta: 11:42:54, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7792, loss_cls: 1.8929, loss: 1.8929 2020-07-01 00:16:16,535 - mmaction - INFO - Epoch [18][220/835] lr: 1.125e-02, eta: 11:42:41, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7958, loss_cls: 1.9604, loss: 1.9604 2020-07-01 00:16:28,562 - mmaction - INFO - Epoch [18][240/835] lr: 1.125e-02, eta: 11:42:28, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7750, loss_cls: 2.0383, loss: 2.0383 2020-07-01 00:16:40,578 - mmaction - INFO - Epoch [18][260/835] lr: 1.125e-02, eta: 11:42:15, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8042, loss_cls: 1.8452, loss: 1.8452 2020-07-01 00:16:52,590 - mmaction - INFO - Epoch [18][280/835] lr: 1.125e-02, eta: 11:42:02, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8167, loss_cls: 1.7857, loss: 1.7857 2020-07-01 00:17:04,640 - mmaction - INFO - Epoch [18][300/835] lr: 1.125e-02, eta: 11:41:49, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8042, loss_cls: 1.7234, loss: 1.7234 2020-07-01 00:17:16,715 - mmaction - INFO - Epoch [18][320/835] lr: 1.125e-02, eta: 11:41:36, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7583, loss_cls: 1.9012, loss: 1.9012 2020-07-01 00:17:28,760 - mmaction - INFO - Epoch [18][340/835] lr: 1.125e-02, eta: 11:41:23, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8083, loss_cls: 1.7492, loss: 1.7492 2020-07-01 00:17:40,890 - mmaction - INFO - Epoch [18][360/835] lr: 1.125e-02, eta: 11:41:11, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8292, loss_cls: 1.5568, loss: 1.5568 2020-07-01 00:17:53,026 - mmaction - INFO - Epoch [18][380/835] lr: 1.125e-02, eta: 11:40:58, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7917, loss_cls: 1.7350, loss: 1.7350 2020-07-01 00:18:05,051 - mmaction - INFO - Epoch [18][400/835] lr: 1.125e-02, eta: 11:40:45, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.8208, loss_cls: 1.7671, loss: 1.7671 2020-07-01 00:18:17,172 - mmaction - INFO - Epoch [18][420/835] lr: 1.125e-02, eta: 11:40:33, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.8042, loss_cls: 1.9291, loss: 1.9291 2020-07-01 00:18:29,279 - mmaction - INFO - Epoch [18][440/835] lr: 1.125e-02, eta: 11:40:20, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7667, loss_cls: 1.9225, loss: 1.9225 2020-07-01 00:18:41,294 - mmaction - INFO - Epoch [18][460/835] lr: 1.125e-02, eta: 11:40:07, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8083, loss_cls: 1.7247, loss: 1.7247 2020-07-01 00:18:53,399 - mmaction - INFO - Epoch [18][480/835] lr: 1.125e-02, eta: 11:39:54, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.8125, loss_cls: 1.7941, loss: 1.7941 2020-07-01 00:19:05,491 - mmaction - INFO - Epoch [18][500/835] lr: 1.125e-02, eta: 11:39:42, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8333, loss_cls: 1.6238, loss: 1.6238 2020-07-01 00:19:17,623 - mmaction - INFO - Epoch [18][520/835] lr: 1.125e-02, eta: 11:39:29, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7266, loss: 1.7266 2020-07-01 00:19:29,731 - mmaction - INFO - Epoch [18][540/835] lr: 1.125e-02, eta: 11:39:16, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.7041, loss: 1.7041 2020-07-01 00:19:41,802 - mmaction - INFO - Epoch [18][560/835] lr: 1.125e-02, eta: 11:39:04, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7958, loss_cls: 1.7853, loss: 1.7853 2020-07-01 00:19:53,884 - mmaction - INFO - Epoch [18][580/835] lr: 1.125e-02, eta: 11:38:51, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7792, loss_cls: 1.8970, loss: 1.8970 2020-07-01 00:20:05,943 - mmaction - INFO - Epoch [18][600/835] lr: 1.125e-02, eta: 11:38:38, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8500, loss_cls: 1.6567, loss: 1.6567 2020-07-01 00:20:18,069 - mmaction - INFO - Epoch [18][620/835] lr: 1.125e-02, eta: 11:38:25, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8292, loss_cls: 1.5714, loss: 1.5714 2020-07-01 00:20:30,205 - mmaction - INFO - Epoch [18][640/835] lr: 1.125e-02, eta: 11:38:13, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7833, loss_cls: 1.8629, loss: 1.8629 2020-07-01 00:20:42,349 - mmaction - INFO - Epoch [18][660/835] lr: 1.125e-02, eta: 11:38:00, time: 0.607, data_time: 0.007, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8042, loss_cls: 1.6990, loss: 1.6990 2020-07-01 00:20:54,468 - mmaction - INFO - Epoch [18][680/835] lr: 1.125e-02, eta: 11:37:48, time: 0.607, data_time: 0.008, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8417, loss_cls: 1.6104, loss: 1.6104 2020-07-01 00:21:06,501 - mmaction - INFO - Epoch [18][700/835] lr: 1.125e-02, eta: 11:37:35, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7875, loss_cls: 1.8311, loss: 1.8311 2020-07-01 00:21:18,607 - mmaction - INFO - Epoch [18][720/835] lr: 1.125e-02, eta: 11:37:22, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.6250, top5_acc: 0.7875, loss_cls: 1.6859, loss: 1.6859 2020-07-01 00:21:30,701 - mmaction - INFO - Epoch [18][740/835] lr: 1.125e-02, eta: 11:37:09, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7792, loss_cls: 1.9633, loss: 1.9633 2020-07-01 00:21:42,802 - mmaction - INFO - Epoch [18][760/835] lr: 1.125e-02, eta: 11:36:57, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8083, loss_cls: 1.8601, loss: 1.8601 2020-07-01 00:21:54,833 - mmaction - INFO - Epoch [18][780/835] lr: 1.125e-02, eta: 11:36:44, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8167, loss_cls: 1.6868, loss: 1.6868 2020-07-01 00:22:06,908 - mmaction - INFO - Epoch [18][800/835] lr: 1.125e-02, eta: 11:36:31, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7875, loss_cls: 1.8175, loss: 1.8175 2020-07-01 00:22:19,034 - mmaction - INFO - Epoch [18][820/835] lr: 1.125e-02, eta: 11:36:18, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8167, loss_cls: 1.7697, loss: 1.7697 2020-07-01 00:22:52,740 - mmaction - INFO - Epoch [19][20/835] lr: 1.125e-02, eta: 11:36:09, time: 1.201, data_time: 0.594, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8042, loss_cls: 1.8058, loss: 1.8058 2020-07-01 00:23:04,823 - mmaction - INFO - Epoch [19][40/835] lr: 1.125e-02, eta: 11:35:56, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7917, loss_cls: 1.8574, loss: 1.8574 2020-07-01 00:23:16,899 - mmaction - INFO - Epoch [19][60/835] lr: 1.125e-02, eta: 11:35:44, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8292, loss_cls: 1.7533, loss: 1.7533 2020-07-01 00:23:28,895 - mmaction - INFO - Epoch [19][80/835] lr: 1.125e-02, eta: 11:35:30, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8250, loss_cls: 1.6998, loss: 1.6998 2020-07-01 00:23:40,983 - mmaction - INFO - Epoch [19][100/835] lr: 1.125e-02, eta: 11:35:18, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7958, loss_cls: 1.7648, loss: 1.7648 2020-07-01 00:23:53,001 - mmaction - INFO - Epoch [19][120/835] lr: 1.125e-02, eta: 11:35:05, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7833, loss_cls: 1.7781, loss: 1.7781 2020-07-01 00:24:05,038 - mmaction - INFO - Epoch [19][140/835] lr: 1.125e-02, eta: 11:34:52, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8292, loss_cls: 1.7545, loss: 1.7545 2020-07-01 00:24:17,101 - mmaction - INFO - Epoch [19][160/835] lr: 1.125e-02, eta: 11:34:39, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7708, loss_cls: 1.8239, loss: 1.8239 2020-07-01 00:24:29,179 - mmaction - INFO - Epoch [19][180/835] lr: 1.125e-02, eta: 11:34:26, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.8000, loss_cls: 1.8035, loss: 1.8035 2020-07-01 00:24:41,237 - mmaction - INFO - Epoch [19][200/835] lr: 1.125e-02, eta: 11:34:13, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.8250, loss_cls: 1.9146, loss: 1.9146 2020-07-01 00:24:53,271 - mmaction - INFO - Epoch [19][220/835] lr: 1.125e-02, eta: 11:34:00, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7958, loss_cls: 1.8411, loss: 1.8411 2020-07-01 00:25:05,343 - mmaction - INFO - Epoch [19][240/835] lr: 1.125e-02, eta: 11:33:48, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8208, loss_cls: 1.7120, loss: 1.7120 2020-07-01 00:25:17,521 - mmaction - INFO - Epoch [19][260/835] lr: 1.125e-02, eta: 11:33:35, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7708, loss_cls: 1.9718, loss: 1.9718 2020-07-01 00:25:29,606 - mmaction - INFO - Epoch [19][280/835] lr: 1.125e-02, eta: 11:33:23, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7833, loss_cls: 1.6692, loss: 1.6692 2020-07-01 00:25:41,671 - mmaction - INFO - Epoch [19][300/835] lr: 1.125e-02, eta: 11:33:10, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8042, loss_cls: 1.8455, loss: 1.8455 2020-07-01 00:25:53,829 - mmaction - INFO - Epoch [19][320/835] lr: 1.125e-02, eta: 11:32:57, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8042, loss_cls: 1.7328, loss: 1.7328 2020-07-01 00:26:05,883 - mmaction - INFO - Epoch [19][340/835] lr: 1.125e-02, eta: 11:32:44, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8208, loss_cls: 1.7148, loss: 1.7148 2020-07-01 00:26:18,006 - mmaction - INFO - Epoch [19][360/835] lr: 1.125e-02, eta: 11:32:32, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7750, loss_cls: 1.8129, loss: 1.8129 2020-07-01 00:26:30,145 - mmaction - INFO - Epoch [19][380/835] lr: 1.125e-02, eta: 11:32:19, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7708, loss_cls: 1.9360, loss: 1.9360 2020-07-01 00:26:42,232 - mmaction - INFO - Epoch [19][400/835] lr: 1.125e-02, eta: 11:32:07, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8292, loss_cls: 1.6698, loss: 1.6698 2020-07-01 00:26:54,407 - mmaction - INFO - Epoch [19][420/835] lr: 1.125e-02, eta: 11:31:54, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8167, loss_cls: 1.8050, loss: 1.8050 2020-07-01 00:27:06,493 - mmaction - INFO - Epoch [19][440/835] lr: 1.125e-02, eta: 11:31:42, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8417, loss_cls: 1.6891, loss: 1.6891 2020-07-01 00:27:18,508 - mmaction - INFO - Epoch [19][460/835] lr: 1.125e-02, eta: 11:31:29, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7792, loss_cls: 1.9647, loss: 1.9647 2020-07-01 00:27:30,565 - mmaction - INFO - Epoch [19][480/835] lr: 1.125e-02, eta: 11:31:16, time: 0.601, data_time: 0.000, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8167, loss_cls: 1.6240, loss: 1.6240 2020-07-01 00:27:42,626 - mmaction - INFO - Epoch [19][500/835] lr: 1.125e-02, eta: 11:31:03, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8000, loss_cls: 1.6675, loss: 1.6675 2020-07-01 00:27:54,749 - mmaction - INFO - Epoch [19][520/835] lr: 1.125e-02, eta: 11:30:50, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7833, loss_cls: 1.9446, loss: 1.9446 2020-07-01 00:28:06,796 - mmaction - INFO - Epoch [19][540/835] lr: 1.125e-02, eta: 11:30:38, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9142, loss: 1.9142 2020-07-01 00:28:18,901 - mmaction - INFO - Epoch [19][560/835] lr: 1.125e-02, eta: 11:30:25, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.8167, loss_cls: 1.8556, loss: 1.8556 2020-07-01 00:28:30,971 - mmaction - INFO - Epoch [19][580/835] lr: 1.125e-02, eta: 11:30:12, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8542, loss_cls: 1.5191, loss: 1.5191 2020-07-01 00:28:43,099 - mmaction - INFO - Epoch [19][600/835] lr: 1.125e-02, eta: 11:30:00, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8458, loss_cls: 1.6903, loss: 1.6903 2020-07-01 00:28:55,214 - mmaction - INFO - Epoch [19][620/835] lr: 1.125e-02, eta: 11:29:47, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7792, loss_cls: 1.9134, loss: 1.9134 2020-07-01 00:29:07,344 - mmaction - INFO - Epoch [19][640/835] lr: 1.125e-02, eta: 11:29:35, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8333, loss_cls: 1.6124, loss: 1.6124 2020-07-01 00:29:19,339 - mmaction - INFO - Epoch [19][660/835] lr: 1.125e-02, eta: 11:29:22, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8167, loss_cls: 1.7128, loss: 1.7128 2020-07-01 00:29:31,438 - mmaction - INFO - Epoch [19][680/835] lr: 1.125e-02, eta: 11:29:09, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7833, loss_cls: 1.7466, loss: 1.7466 2020-07-01 00:29:43,446 - mmaction - INFO - Epoch [19][700/835] lr: 1.125e-02, eta: 11:28:56, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7958, loss_cls: 1.7518, loss: 1.7518 2020-07-01 00:29:55,530 - mmaction - INFO - Epoch [19][720/835] lr: 1.125e-02, eta: 11:28:43, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7958, loss_cls: 1.8075, loss: 1.8075 2020-07-01 00:30:07,657 - mmaction - INFO - Epoch [19][740/835] lr: 1.125e-02, eta: 11:28:31, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9883, loss: 1.9883 2020-07-01 00:30:19,697 - mmaction - INFO - Epoch [19][760/835] lr: 1.125e-02, eta: 11:28:18, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0219, loss: 2.0219 2020-07-01 00:30:31,700 - mmaction - INFO - Epoch [19][780/835] lr: 1.125e-02, eta: 11:28:05, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7750, loss_cls: 1.8142, loss: 1.8142 2020-07-01 00:30:43,819 - mmaction - INFO - Epoch [19][800/835] lr: 1.125e-02, eta: 11:27:52, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9925, loss: 1.9925 2020-07-01 00:30:55,907 - mmaction - INFO - Epoch [19][820/835] lr: 1.125e-02, eta: 11:27:40, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7333, loss_cls: 2.0759, loss: 2.0759 2020-07-01 00:31:29,502 - mmaction - INFO - Epoch [20][20/835] lr: 1.125e-02, eta: 11:27:29, time: 1.193, data_time: 0.570, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8333, loss_cls: 1.5508, loss: 1.5508 2020-07-01 00:31:41,539 - mmaction - INFO - Epoch [20][40/835] lr: 1.125e-02, eta: 11:27:16, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8000, loss_cls: 1.8022, loss: 1.8022 2020-07-01 00:31:53,599 - mmaction - INFO - Epoch [20][60/835] lr: 1.125e-02, eta: 11:27:03, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8083, loss_cls: 1.7802, loss: 1.7802 2020-07-01 00:32:05,670 - mmaction - INFO - Epoch [20][80/835] lr: 1.125e-02, eta: 11:26:51, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7875, loss_cls: 1.7466, loss: 1.7466 2020-07-01 00:32:17,750 - mmaction - INFO - Epoch [20][100/835] lr: 1.125e-02, eta: 11:26:38, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7958, loss_cls: 1.7589, loss: 1.7589 2020-07-01 00:32:29,870 - mmaction - INFO - Epoch [20][120/835] lr: 1.125e-02, eta: 11:26:25, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8083, loss_cls: 1.6012, loss: 1.6012 2020-07-01 00:32:41,918 - mmaction - INFO - Epoch [20][140/835] lr: 1.125e-02, eta: 11:26:12, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7583, loss_cls: 1.8463, loss: 1.8463 2020-07-01 00:32:53,946 - mmaction - INFO - Epoch [20][160/835] lr: 1.125e-02, eta: 11:26:00, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7750, loss_cls: 1.9511, loss: 1.9511 2020-07-01 00:33:06,049 - mmaction - INFO - Epoch [20][180/835] lr: 1.125e-02, eta: 11:25:47, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7833, loss_cls: 1.8962, loss: 1.8962 2020-07-01 00:33:18,145 - mmaction - INFO - Epoch [20][200/835] lr: 1.125e-02, eta: 11:25:34, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9266, loss: 1.9266 2020-07-01 00:33:30,234 - mmaction - INFO - Epoch [20][220/835] lr: 1.125e-02, eta: 11:25:22, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7958, loss_cls: 1.8872, loss: 1.8872 2020-07-01 00:33:42,243 - mmaction - INFO - Epoch [20][240/835] lr: 1.125e-02, eta: 11:25:09, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7667, loss_cls: 1.7773, loss: 1.7773 2020-07-01 00:33:54,372 - mmaction - INFO - Epoch [20][260/835] lr: 1.125e-02, eta: 11:24:56, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7917, loss_cls: 1.8647, loss: 1.8647 2020-07-01 00:34:06,444 - mmaction - INFO - Epoch [20][280/835] lr: 1.125e-02, eta: 11:24:43, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8125, loss_cls: 1.7214, loss: 1.7214 2020-07-01 00:34:18,498 - mmaction - INFO - Epoch [20][300/835] lr: 1.125e-02, eta: 11:24:31, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7708, loss_cls: 1.8903, loss: 1.8903 2020-07-01 00:34:30,585 - mmaction - INFO - Epoch [20][320/835] lr: 1.125e-02, eta: 11:24:18, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.4958, top5_acc: 0.8083, loss_cls: 1.9624, loss: 1.9624 2020-07-01 00:34:42,734 - mmaction - INFO - Epoch [20][340/835] lr: 1.125e-02, eta: 11:24:05, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7750, loss_cls: 1.7328, loss: 1.7328 2020-07-01 00:34:54,854 - mmaction - INFO - Epoch [20][360/835] lr: 1.125e-02, eta: 11:23:53, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8125, loss_cls: 1.7008, loss: 1.7008 2020-07-01 00:35:06,933 - mmaction - INFO - Epoch [20][380/835] lr: 1.125e-02, eta: 11:23:40, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8000, loss_cls: 1.6591, loss: 1.6591 2020-07-01 00:35:19,014 - mmaction - INFO - Epoch [20][400/835] lr: 1.125e-02, eta: 11:23:28, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7833, loss_cls: 1.7727, loss: 1.7727 2020-07-01 00:35:31,114 - mmaction - INFO - Epoch [20][420/835] lr: 1.125e-02, eta: 11:23:15, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7792, loss_cls: 1.8526, loss: 1.8526 2020-07-01 00:35:43,210 - mmaction - INFO - Epoch [20][440/835] lr: 1.125e-02, eta: 11:23:02, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8083, loss_cls: 1.7470, loss: 1.7470 2020-07-01 00:35:55,288 - mmaction - INFO - Epoch [20][460/835] lr: 1.125e-02, eta: 11:22:50, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8042, loss_cls: 1.7141, loss: 1.7141 2020-07-01 00:36:07,285 - mmaction - INFO - Epoch [20][480/835] lr: 1.125e-02, eta: 11:22:37, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7958, loss_cls: 1.8621, loss: 1.8621 2020-07-01 00:36:19,371 - mmaction - INFO - Epoch [20][500/835] lr: 1.125e-02, eta: 11:22:24, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7833, loss_cls: 1.9418, loss: 1.9418 2020-07-01 00:36:31,502 - mmaction - INFO - Epoch [20][520/835] lr: 1.125e-02, eta: 11:22:12, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7750, loss_cls: 1.9785, loss: 1.9785 2020-07-01 00:36:43,625 - mmaction - INFO - Epoch [20][540/835] lr: 1.125e-02, eta: 11:21:59, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7917, loss_cls: 1.7941, loss: 1.7941 2020-07-01 00:36:55,673 - mmaction - INFO - Epoch [20][560/835] lr: 1.125e-02, eta: 11:21:46, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7833, loss_cls: 1.8220, loss: 1.8220 2020-07-01 00:37:07,782 - mmaction - INFO - Epoch [20][580/835] lr: 1.125e-02, eta: 11:21:34, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8250, loss_cls: 1.7918, loss: 1.7918 2020-07-01 00:37:19,763 - mmaction - INFO - Epoch [20][600/835] lr: 1.125e-02, eta: 11:21:21, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7625, loss_cls: 1.8604, loss: 1.8604 2020-07-01 00:37:31,834 - mmaction - INFO - Epoch [20][620/835] lr: 1.125e-02, eta: 11:21:08, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.8343, loss: 1.8343 2020-07-01 00:37:44,021 - mmaction - INFO - Epoch [20][640/835] lr: 1.125e-02, eta: 11:20:56, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8375, loss_cls: 1.6806, loss: 1.6806 2020-07-01 00:37:56,097 - mmaction - INFO - Epoch [20][660/835] lr: 1.125e-02, eta: 11:20:43, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8083, loss_cls: 1.7830, loss: 1.7830 2020-07-01 00:38:08,185 - mmaction - INFO - Epoch [20][680/835] lr: 1.125e-02, eta: 11:20:30, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7250, loss_cls: 2.1405, loss: 2.1405 2020-07-01 00:38:20,257 - mmaction - INFO - Epoch [20][700/835] lr: 1.125e-02, eta: 11:20:18, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7792, loss_cls: 1.7804, loss: 1.7804 2020-07-01 00:38:32,439 - mmaction - INFO - Epoch [20][720/835] lr: 1.125e-02, eta: 11:20:05, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7958, loss_cls: 1.8788, loss: 1.8788 2020-07-01 00:38:44,497 - mmaction - INFO - Epoch [20][740/835] lr: 1.125e-02, eta: 11:19:52, time: 0.601, data_time: 0.000, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7583, loss_cls: 1.9176, loss: 1.9176 2020-07-01 00:38:56,595 - mmaction - INFO - Epoch [20][760/835] lr: 1.125e-02, eta: 11:19:40, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.7833, loss_cls: 1.8488, loss: 1.8488 2020-07-01 00:39:08,660 - mmaction - INFO - Epoch [20][780/835] lr: 1.125e-02, eta: 11:19:27, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8375, loss_cls: 1.6422, loss: 1.6422 2020-07-01 00:39:20,760 - mmaction - INFO - Epoch [20][800/835] lr: 1.125e-02, eta: 11:19:15, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7958, loss_cls: 1.8051, loss: 1.8051 2020-07-01 00:39:32,841 - mmaction - INFO - Epoch [20][820/835] lr: 1.125e-02, eta: 11:19:02, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8042, loss_cls: 1.8112, loss: 1.8112 2020-07-01 00:39:42,464 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-01 00:40:18,506 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 00:40:19,440 - mmaction - INFO - top1_acc 0.6287 top5_acc 0.8478 2020-07-01 00:40:19,440 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 00:40:19,496 - mmaction - INFO - mean_acc 0.6286 2020-07-01 00:40:19,504 - mmaction - INFO - Epoch [20][835/835] lr: 1.125e-02, top1_acc: 0.6287, top5_acc: 0.8478, mean_class_accuracy: 0.6286 2020-07-01 00:40:41,805 - mmaction - INFO - Epoch [21][20/835] lr: 1.125e-02, eta: 11:18:44, time: 1.114, data_time: 0.474, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8083, loss_cls: 1.7986, loss: 1.7986 2020-07-01 00:40:53,851 - mmaction - INFO - Epoch [21][40/835] lr: 1.125e-02, eta: 11:18:32, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.8042, loss_cls: 1.8671, loss: 1.8671 2020-07-01 00:41:05,918 - mmaction - INFO - Epoch [21][60/835] lr: 1.125e-02, eta: 11:18:19, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7792, loss_cls: 1.9233, loss: 1.9233 2020-07-01 00:41:17,975 - mmaction - INFO - Epoch [21][80/835] lr: 1.125e-02, eta: 11:18:06, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8167, loss_cls: 1.7591, loss: 1.7591 2020-07-01 00:41:30,067 - mmaction - INFO - Epoch [21][100/835] lr: 1.125e-02, eta: 11:17:53, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7750, loss_cls: 1.7872, loss: 1.7872 2020-07-01 00:41:42,169 - mmaction - INFO - Epoch [21][120/835] lr: 1.125e-02, eta: 11:17:41, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8083, loss_cls: 1.8463, loss: 1.8463 2020-07-01 00:41:54,430 - mmaction - INFO - Epoch [21][140/835] lr: 1.125e-02, eta: 11:17:29, time: 0.612, data_time: 0.007, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7792, loss_cls: 1.8863, loss: 1.8863 2020-07-01 00:42:06,497 - mmaction - INFO - Epoch [21][160/835] lr: 1.125e-02, eta: 11:17:16, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7958, loss_cls: 1.6899, loss: 1.6899 2020-07-01 00:42:18,576 - mmaction - INFO - Epoch [21][180/835] lr: 1.125e-02, eta: 11:17:04, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.8167, loss_cls: 1.8025, loss: 1.8025 2020-07-01 00:42:30,705 - mmaction - INFO - Epoch [21][200/835] lr: 1.125e-02, eta: 11:16:51, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8167, loss_cls: 1.7375, loss: 1.7375 2020-07-01 00:42:42,739 - mmaction - INFO - Epoch [21][220/835] lr: 1.125e-02, eta: 11:16:38, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8125, loss_cls: 1.6873, loss: 1.6873 2020-07-01 00:42:54,898 - mmaction - INFO - Epoch [21][240/835] lr: 1.125e-02, eta: 11:16:26, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8292, loss_cls: 1.6316, loss: 1.6316 2020-07-01 00:43:06,949 - mmaction - INFO - Epoch [21][260/835] lr: 1.125e-02, eta: 11:16:13, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5919, loss: 1.5919 2020-07-01 00:43:19,048 - mmaction - INFO - Epoch [21][280/835] lr: 1.125e-02, eta: 11:16:01, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7958, loss_cls: 1.7336, loss: 1.7336 2020-07-01 00:43:31,088 - mmaction - INFO - Epoch [21][300/835] lr: 1.125e-02, eta: 11:15:48, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7833, loss_cls: 1.8323, loss: 1.8323 2020-07-01 00:43:43,178 - mmaction - INFO - Epoch [21][320/835] lr: 1.125e-02, eta: 11:15:35, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8086, loss: 1.8086 2020-07-01 00:43:55,216 - mmaction - INFO - Epoch [21][340/835] lr: 1.125e-02, eta: 11:15:22, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7486, loss: 1.7486 2020-07-01 00:44:07,264 - mmaction - INFO - Epoch [21][360/835] lr: 1.125e-02, eta: 11:15:10, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7833, loss_cls: 1.8949, loss: 1.8949 2020-07-01 00:44:19,369 - mmaction - INFO - Epoch [21][380/835] lr: 1.125e-02, eta: 11:14:57, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8042, loss_cls: 1.6210, loss: 1.6210 2020-07-01 00:44:31,471 - mmaction - INFO - Epoch [21][400/835] lr: 1.125e-02, eta: 11:14:45, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.8000, loss_cls: 1.8694, loss: 1.8694 2020-07-01 00:44:43,637 - mmaction - INFO - Epoch [21][420/835] lr: 1.125e-02, eta: 11:14:32, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8417, loss_cls: 1.5720, loss: 1.5720 2020-07-01 00:44:55,742 - mmaction - INFO - Epoch [21][440/835] lr: 1.125e-02, eta: 11:14:20, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7917, loss_cls: 2.0250, loss: 2.0250 2020-07-01 00:45:07,829 - mmaction - INFO - Epoch [21][460/835] lr: 1.125e-02, eta: 11:14:07, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8125, loss_cls: 1.7573, loss: 1.7573 2020-07-01 00:45:19,870 - mmaction - INFO - Epoch [21][480/835] lr: 1.125e-02, eta: 11:13:54, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8000, loss_cls: 1.7744, loss: 1.7744 2020-07-01 00:45:31,970 - mmaction - INFO - Epoch [21][500/835] lr: 1.125e-02, eta: 11:13:42, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7917, loss_cls: 1.6183, loss: 1.6183 2020-07-01 00:45:44,019 - mmaction - INFO - Epoch [21][520/835] lr: 1.125e-02, eta: 11:13:29, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8292, loss_cls: 1.6252, loss: 1.6252 2020-07-01 00:45:56,117 - mmaction - INFO - Epoch [21][540/835] lr: 1.125e-02, eta: 11:13:16, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8167, loss_cls: 1.8685, loss: 1.8685 2020-07-01 00:46:08,186 - mmaction - INFO - Epoch [21][560/835] lr: 1.125e-02, eta: 11:13:04, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8625, loss_cls: 1.6437, loss: 1.6437 2020-07-01 00:46:20,240 - mmaction - INFO - Epoch [21][580/835] lr: 1.125e-02, eta: 11:12:51, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8292, loss_cls: 1.7834, loss: 1.7834 2020-07-01 00:46:32,284 - mmaction - INFO - Epoch [21][600/835] lr: 1.125e-02, eta: 11:12:38, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8167, loss_cls: 1.7733, loss: 1.7733 2020-07-01 00:46:44,385 - mmaction - INFO - Epoch [21][620/835] lr: 1.125e-02, eta: 11:12:26, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7958, loss_cls: 1.8284, loss: 1.8284 2020-07-01 00:46:56,478 - mmaction - INFO - Epoch [21][640/835] lr: 1.125e-02, eta: 11:12:13, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7833, loss_cls: 1.7487, loss: 1.7487 2020-07-01 00:47:08,555 - mmaction - INFO - Epoch [21][660/835] lr: 1.125e-02, eta: 11:12:00, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7833, loss_cls: 1.9346, loss: 1.9346 2020-07-01 00:47:20,710 - mmaction - INFO - Epoch [21][680/835] lr: 1.125e-02, eta: 11:11:48, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8042, loss_cls: 1.8459, loss: 1.8459 2020-07-01 00:47:32,840 - mmaction - INFO - Epoch [21][700/835] lr: 1.125e-02, eta: 11:11:36, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7500, loss_cls: 1.8977, loss: 1.8977 2020-07-01 00:47:44,923 - mmaction - INFO - Epoch [21][720/835] lr: 1.125e-02, eta: 11:11:23, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8125, loss_cls: 1.7346, loss: 1.7346 2020-07-01 00:47:56,976 - mmaction - INFO - Epoch [21][740/835] lr: 1.125e-02, eta: 11:11:10, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8208, loss_cls: 1.8114, loss: 1.8114 2020-07-01 00:48:09,018 - mmaction - INFO - Epoch [21][760/835] lr: 1.125e-02, eta: 11:10:58, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8167, loss_cls: 1.7551, loss: 1.7551 2020-07-01 00:48:21,087 - mmaction - INFO - Epoch [21][780/835] lr: 1.125e-02, eta: 11:10:45, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7917, loss_cls: 1.7580, loss: 1.7580 2020-07-01 00:48:33,110 - mmaction - INFO - Epoch [21][800/835] lr: 1.125e-02, eta: 11:10:32, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8000, loss_cls: 1.7979, loss: 1.7979 2020-07-01 00:48:45,191 - mmaction - INFO - Epoch [21][820/835] lr: 1.125e-02, eta: 11:10:19, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8125, loss_cls: 1.8343, loss: 1.8343 2020-07-01 00:49:21,155 - mmaction - INFO - Epoch [22][20/835] lr: 1.125e-02, eta: 11:10:15, time: 1.295, data_time: 0.648, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7453, loss: 1.7453 2020-07-01 00:49:33,203 - mmaction - INFO - Epoch [22][40/835] lr: 1.125e-02, eta: 11:10:03, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7875, loss_cls: 1.9436, loss: 1.9436 2020-07-01 00:49:45,236 - mmaction - INFO - Epoch [22][60/835] lr: 1.125e-02, eta: 11:09:50, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7875, loss_cls: 1.9067, loss: 1.9067 2020-07-01 00:49:57,271 - mmaction - INFO - Epoch [22][80/835] lr: 1.125e-02, eta: 11:09:37, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7500, loss_cls: 2.0352, loss: 2.0352 2020-07-01 00:50:09,446 - mmaction - INFO - Epoch [22][100/835] lr: 1.125e-02, eta: 11:09:25, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7708, loss_cls: 1.9402, loss: 1.9402 2020-07-01 00:50:21,478 - mmaction - INFO - Epoch [22][120/835] lr: 1.125e-02, eta: 11:09:12, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.7992, loss: 1.7992 2020-07-01 00:50:33,459 - mmaction - INFO - Epoch [22][140/835] lr: 1.125e-02, eta: 11:08:59, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7792, loss_cls: 1.7601, loss: 1.7601 2020-07-01 00:50:45,561 - mmaction - INFO - Epoch [22][160/835] lr: 1.125e-02, eta: 11:08:46, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.8208, loss_cls: 1.7937, loss: 1.7937 2020-07-01 00:50:57,611 - mmaction - INFO - Epoch [22][180/835] lr: 1.125e-02, eta: 11:08:34, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5125, top5_acc: 0.8000, loss_cls: 1.9564, loss: 1.9564 2020-07-01 00:51:09,730 - mmaction - INFO - Epoch [22][200/835] lr: 1.125e-02, eta: 11:08:21, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7458, loss_cls: 2.0663, loss: 2.0663 2020-07-01 00:51:21,754 - mmaction - INFO - Epoch [22][220/835] lr: 1.125e-02, eta: 11:08:08, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7958, loss_cls: 1.8945, loss: 1.8945 2020-07-01 00:51:33,816 - mmaction - INFO - Epoch [22][240/835] lr: 1.125e-02, eta: 11:07:56, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7917, loss_cls: 1.7855, loss: 1.7855 2020-07-01 00:51:45,936 - mmaction - INFO - Epoch [22][260/835] lr: 1.125e-02, eta: 11:07:43, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.8375, loss_cls: 1.6618, loss: 1.6618 2020-07-01 00:51:58,016 - mmaction - INFO - Epoch [22][280/835] lr: 1.125e-02, eta: 11:07:31, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.8000, loss_cls: 1.9324, loss: 1.9324 2020-07-01 00:52:10,101 - mmaction - INFO - Epoch [22][300/835] lr: 1.125e-02, eta: 11:07:18, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8167, loss_cls: 1.6861, loss: 1.6861 2020-07-01 00:52:22,201 - mmaction - INFO - Epoch [22][320/835] lr: 1.125e-02, eta: 11:07:05, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8042, loss_cls: 1.8090, loss: 1.8090 2020-07-01 00:52:34,278 - mmaction - INFO - Epoch [22][340/835] lr: 1.125e-02, eta: 11:06:53, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7708, loss_cls: 1.8224, loss: 1.8224 2020-07-01 00:52:46,378 - mmaction - INFO - Epoch [22][360/835] lr: 1.125e-02, eta: 11:06:40, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8042, loss_cls: 1.6657, loss: 1.6657 2020-07-01 00:52:58,539 - mmaction - INFO - Epoch [22][380/835] lr: 1.125e-02, eta: 11:06:28, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8250, loss_cls: 1.7780, loss: 1.7780 2020-07-01 00:53:10,610 - mmaction - INFO - Epoch [22][400/835] lr: 1.125e-02, eta: 11:06:15, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8208, loss_cls: 1.6061, loss: 1.6061 2020-07-01 00:53:22,781 - mmaction - INFO - Epoch [22][420/835] lr: 1.125e-02, eta: 11:06:03, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.7182, loss: 1.7182 2020-07-01 00:53:34,868 - mmaction - INFO - Epoch [22][440/835] lr: 1.125e-02, eta: 11:05:50, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8292, loss_cls: 1.7130, loss: 1.7130 2020-07-01 00:53:46,903 - mmaction - INFO - Epoch [22][460/835] lr: 1.125e-02, eta: 11:05:38, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8000, loss_cls: 1.8083, loss: 1.8083 2020-07-01 00:53:58,936 - mmaction - INFO - Epoch [22][480/835] lr: 1.125e-02, eta: 11:05:25, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7875, loss_cls: 1.8556, loss: 1.8556 2020-07-01 00:54:11,028 - mmaction - INFO - Epoch [22][500/835] lr: 1.125e-02, eta: 11:05:12, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5208, top5_acc: 0.7667, loss_cls: 1.9740, loss: 1.9740 2020-07-01 00:54:23,167 - mmaction - INFO - Epoch [22][520/835] lr: 1.125e-02, eta: 11:05:00, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8458, loss_cls: 1.4539, loss: 1.4539 2020-07-01 00:54:35,233 - mmaction - INFO - Epoch [22][540/835] lr: 1.125e-02, eta: 11:04:47, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8167, loss_cls: 1.8049, loss: 1.8049 2020-07-01 00:54:47,384 - mmaction - INFO - Epoch [22][560/835] lr: 1.125e-02, eta: 11:04:35, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8250, loss_cls: 1.7975, loss: 1.7975 2020-07-01 00:54:59,495 - mmaction - INFO - Epoch [22][580/835] lr: 1.125e-02, eta: 11:04:22, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8208, loss_cls: 1.7859, loss: 1.7859 2020-07-01 00:55:11,609 - mmaction - INFO - Epoch [22][600/835] lr: 1.125e-02, eta: 11:04:10, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7917, loss_cls: 1.8854, loss: 1.8854 2020-07-01 00:55:23,692 - mmaction - INFO - Epoch [22][620/835] lr: 1.125e-02, eta: 11:03:57, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7833, loss_cls: 1.8061, loss: 1.8061 2020-07-01 00:55:35,741 - mmaction - INFO - Epoch [22][640/835] lr: 1.125e-02, eta: 11:03:45, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8208, loss_cls: 1.7080, loss: 1.7080 2020-07-01 00:55:47,848 - mmaction - INFO - Epoch [22][660/835] lr: 1.125e-02, eta: 11:03:32, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7792, loss_cls: 1.9302, loss: 1.9302 2020-07-01 00:55:59,885 - mmaction - INFO - Epoch [22][680/835] lr: 1.125e-02, eta: 11:03:19, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7792, loss_cls: 1.8667, loss: 1.8667 2020-07-01 00:56:11,975 - mmaction - INFO - Epoch [22][700/835] lr: 1.125e-02, eta: 11:03:07, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.5333, top5_acc: 0.8125, loss_cls: 1.8201, loss: 1.8201 2020-07-01 00:56:24,060 - mmaction - INFO - Epoch [22][720/835] lr: 1.125e-02, eta: 11:02:54, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8208, loss_cls: 1.7072, loss: 1.7072 2020-07-01 00:56:36,258 - mmaction - INFO - Epoch [22][740/835] lr: 1.125e-02, eta: 11:02:42, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.4792, top5_acc: 0.7042, loss_cls: 2.1370, loss: 2.1370 2020-07-01 00:56:48,328 - mmaction - INFO - Epoch [22][760/835] lr: 1.125e-02, eta: 11:02:29, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7667, loss_cls: 1.9557, loss: 1.9557 2020-07-01 00:57:00,377 - mmaction - INFO - Epoch [22][780/835] lr: 1.125e-02, eta: 11:02:17, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8167, loss_cls: 1.7797, loss: 1.7797 2020-07-01 00:57:12,465 - mmaction - INFO - Epoch [22][800/835] lr: 1.125e-02, eta: 11:02:04, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8250, loss_cls: 1.8053, loss: 1.8053 2020-07-01 00:57:24,569 - mmaction - INFO - Epoch [22][820/835] lr: 1.125e-02, eta: 11:01:52, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8458, loss_cls: 1.5749, loss: 1.5749 2020-07-01 00:57:58,478 - mmaction - INFO - Epoch [23][20/835] lr: 1.125e-02, eta: 11:01:40, time: 1.205, data_time: 0.583, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8636, loss: 1.8636 2020-07-01 00:58:10,636 - mmaction - INFO - Epoch [23][40/835] lr: 1.125e-02, eta: 11:01:28, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8083, loss_cls: 1.8512, loss: 1.8512 2020-07-01 00:58:22,692 - mmaction - INFO - Epoch [23][60/835] lr: 1.125e-02, eta: 11:01:15, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8208, loss_cls: 1.6692, loss: 1.6692 2020-07-01 00:58:34,798 - mmaction - INFO - Epoch [23][80/835] lr: 1.125e-02, eta: 11:01:03, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7792, loss_cls: 1.7700, loss: 1.7700 2020-07-01 00:58:46,982 - mmaction - INFO - Epoch [23][100/835] lr: 1.125e-02, eta: 11:00:50, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.8083, loss_cls: 1.8616, loss: 1.8616 2020-07-01 00:58:58,984 - mmaction - INFO - Epoch [23][120/835] lr: 1.125e-02, eta: 11:00:37, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7958, loss_cls: 1.8926, loss: 1.8926 2020-07-01 00:59:11,007 - mmaction - INFO - Epoch [23][140/835] lr: 1.125e-02, eta: 11:00:25, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8250, loss_cls: 1.6124, loss: 1.6124 2020-07-01 00:59:23,048 - mmaction - INFO - Epoch [23][160/835] lr: 1.125e-02, eta: 11:00:12, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8500, loss_cls: 1.5410, loss: 1.5410 2020-07-01 00:59:35,096 - mmaction - INFO - Epoch [23][180/835] lr: 1.125e-02, eta: 10:59:59, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7875, loss_cls: 1.8881, loss: 1.8881 2020-07-01 00:59:47,104 - mmaction - INFO - Epoch [23][200/835] lr: 1.125e-02, eta: 10:59:46, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7833, loss_cls: 1.8282, loss: 1.8282 2020-07-01 00:59:59,205 - mmaction - INFO - Epoch [23][220/835] lr: 1.125e-02, eta: 10:59:34, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7875, loss_cls: 1.7054, loss: 1.7054 2020-07-01 01:00:11,856 - mmaction - INFO - Epoch [23][240/835] lr: 1.125e-02, eta: 10:59:23, time: 0.631, data_time: 0.000, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8208, loss_cls: 1.6507, loss: 1.6507 2020-07-01 01:00:23,926 - mmaction - INFO - Epoch [23][260/835] lr: 1.125e-02, eta: 10:59:11, time: 0.603, data_time: 0.004, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8208, loss_cls: 1.6708, loss: 1.6708 2020-07-01 01:00:35,987 - mmaction - INFO - Epoch [23][280/835] lr: 1.125e-02, eta: 10:58:58, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7750, loss_cls: 1.8978, loss: 1.8978 2020-07-01 01:00:48,297 - mmaction - INFO - Epoch [23][300/835] lr: 1.125e-02, eta: 10:58:46, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8292, loss_cls: 1.6273, loss: 1.6273 2020-07-01 01:01:00,460 - mmaction - INFO - Epoch [23][320/835] lr: 1.125e-02, eta: 10:58:34, time: 0.609, data_time: 0.006, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7708, loss_cls: 1.9454, loss: 1.9454 2020-07-01 01:01:12,521 - mmaction - INFO - Epoch [23][340/835] lr: 1.125e-02, eta: 10:58:21, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8125, loss_cls: 1.7437, loss: 1.7437 2020-07-01 01:01:24,593 - mmaction - INFO - Epoch [23][360/835] lr: 1.125e-02, eta: 10:58:09, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7708, loss_cls: 2.0015, loss: 2.0015 2020-07-01 01:01:36,713 - mmaction - INFO - Epoch [23][380/835] lr: 1.125e-02, eta: 10:57:56, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.5667, top5_acc: 0.8000, loss_cls: 1.8038, loss: 1.8038 2020-07-01 01:01:48,885 - mmaction - INFO - Epoch [23][400/835] lr: 1.125e-02, eta: 10:57:44, time: 0.604, data_time: 0.000, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7958, loss_cls: 1.8830, loss: 1.8830 2020-07-01 01:02:00,968 - mmaction - INFO - Epoch [23][420/835] lr: 1.125e-02, eta: 10:57:31, time: 0.607, data_time: 0.005, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7958, loss_cls: 1.7741, loss: 1.7741 2020-07-01 01:02:13,017 - mmaction - INFO - Epoch [23][440/835] lr: 1.125e-02, eta: 10:57:19, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7029, loss: 1.7029 2020-07-01 01:02:25,072 - mmaction - INFO - Epoch [23][460/835] lr: 1.125e-02, eta: 10:57:06, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8219, loss: 1.8219 2020-07-01 01:02:37,208 - mmaction - INFO - Epoch [23][480/835] lr: 1.125e-02, eta: 10:56:54, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8250, loss_cls: 1.6474, loss: 1.6474 2020-07-01 01:02:49,312 - mmaction - INFO - Epoch [23][500/835] lr: 1.125e-02, eta: 10:56:41, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7917, loss_cls: 1.7871, loss: 1.7871 2020-07-01 01:03:01,410 - mmaction - INFO - Epoch [23][520/835] lr: 1.125e-02, eta: 10:56:28, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.8292, loss_cls: 1.6798, loss: 1.6798 2020-07-01 01:03:13,549 - mmaction - INFO - Epoch [23][540/835] lr: 1.125e-02, eta: 10:56:16, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8417, loss_cls: 1.5640, loss: 1.5640 2020-07-01 01:03:25,664 - mmaction - INFO - Epoch [23][560/835] lr: 1.125e-02, eta: 10:56:04, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7833, loss_cls: 1.8876, loss: 1.8876 2020-07-01 01:03:37,751 - mmaction - INFO - Epoch [23][580/835] lr: 1.125e-02, eta: 10:55:51, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8292, loss_cls: 1.6847, loss: 1.6847 2020-07-01 01:03:49,870 - mmaction - INFO - Epoch [23][600/835] lr: 1.125e-02, eta: 10:55:39, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7667, loss_cls: 1.7030, loss: 1.7030 2020-07-01 01:04:01,913 - mmaction - INFO - Epoch [23][620/835] lr: 1.125e-02, eta: 10:55:26, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8167, loss_cls: 1.5588, loss: 1.5588 2020-07-01 01:04:14,022 - mmaction - INFO - Epoch [23][640/835] lr: 1.125e-02, eta: 10:55:13, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8208, loss_cls: 1.7258, loss: 1.7258 2020-07-01 01:04:26,115 - mmaction - INFO - Epoch [23][660/835] lr: 1.125e-02, eta: 10:55:01, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8026, loss: 1.8026 2020-07-01 01:04:38,178 - mmaction - INFO - Epoch [23][680/835] lr: 1.125e-02, eta: 10:54:48, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5667, loss: 1.5667 2020-07-01 01:04:50,249 - mmaction - INFO - Epoch [23][700/835] lr: 1.125e-02, eta: 10:54:36, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8083, loss_cls: 1.7410, loss: 1.7410 2020-07-01 01:05:02,318 - mmaction - INFO - Epoch [23][720/835] lr: 1.125e-02, eta: 10:54:23, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7500, loss_cls: 2.0124, loss: 2.0124 2020-07-01 01:05:14,392 - mmaction - INFO - Epoch [23][740/835] lr: 1.125e-02, eta: 10:54:11, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7792, loss_cls: 1.9434, loss: 1.9434 2020-07-01 01:05:26,452 - mmaction - INFO - Epoch [23][760/835] lr: 1.125e-02, eta: 10:53:58, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.8339, loss: 1.8339 2020-07-01 01:05:38,563 - mmaction - INFO - Epoch [23][780/835] lr: 1.125e-02, eta: 10:53:46, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8000, loss_cls: 1.9006, loss: 1.9006 2020-07-01 01:05:50,626 - mmaction - INFO - Epoch [23][800/835] lr: 1.125e-02, eta: 10:53:33, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8250, loss_cls: 1.6922, loss: 1.6922 2020-07-01 01:06:02,711 - mmaction - INFO - Epoch [23][820/835] lr: 1.125e-02, eta: 10:53:20, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7708, loss_cls: 1.8108, loss: 1.8108 2020-07-01 01:06:38,942 - mmaction - INFO - Epoch [24][20/835] lr: 1.125e-02, eta: 10:53:14, time: 1.290, data_time: 0.646, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8208, loss_cls: 1.6964, loss: 1.6964 2020-07-01 01:06:51,017 - mmaction - INFO - Epoch [24][40/835] lr: 1.125e-02, eta: 10:53:01, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8208, loss_cls: 1.6516, loss: 1.6516 2020-07-01 01:07:03,074 - mmaction - INFO - Epoch [24][60/835] lr: 1.125e-02, eta: 10:52:49, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.7760, loss: 1.7760 2020-07-01 01:07:15,192 - mmaction - INFO - Epoch [24][80/835] lr: 1.125e-02, eta: 10:52:36, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8083, loss_cls: 1.7628, loss: 1.7628 2020-07-01 01:07:27,278 - mmaction - INFO - Epoch [24][100/835] lr: 1.125e-02, eta: 10:52:23, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8083, loss_cls: 1.6175, loss: 1.6175 2020-07-01 01:07:39,396 - mmaction - INFO - Epoch [24][120/835] lr: 1.125e-02, eta: 10:52:11, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7917, loss_cls: 1.7394, loss: 1.7394 2020-07-01 01:07:51,447 - mmaction - INFO - Epoch [24][140/835] lr: 1.125e-02, eta: 10:51:58, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7917, loss_cls: 1.6903, loss: 1.6903 2020-07-01 01:08:03,528 - mmaction - INFO - Epoch [24][160/835] lr: 1.125e-02, eta: 10:51:46, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8042, loss_cls: 1.6119, loss: 1.6119 2020-07-01 01:08:15,584 - mmaction - INFO - Epoch [24][180/835] lr: 1.125e-02, eta: 10:51:33, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8208, loss_cls: 1.7447, loss: 1.7447 2020-07-01 01:08:27,702 - mmaction - INFO - Epoch [24][200/835] lr: 1.125e-02, eta: 10:51:21, time: 0.605, data_time: 0.004, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8167, loss_cls: 1.7603, loss: 1.7603 2020-07-01 01:08:39,791 - mmaction - INFO - Epoch [24][220/835] lr: 1.125e-02, eta: 10:51:08, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7875, loss_cls: 1.7470, loss: 1.7470 2020-07-01 01:08:51,946 - mmaction - INFO - Epoch [24][240/835] lr: 1.125e-02, eta: 10:50:56, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7792, loss_cls: 1.9571, loss: 1.9571 2020-07-01 01:09:04,075 - mmaction - INFO - Epoch [24][260/835] lr: 1.125e-02, eta: 10:50:43, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8292, loss_cls: 1.5854, loss: 1.5854 2020-07-01 01:09:16,180 - mmaction - INFO - Epoch [24][280/835] lr: 1.125e-02, eta: 10:50:31, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7833, loss_cls: 1.7657, loss: 1.7657 2020-07-01 01:09:28,227 - mmaction - INFO - Epoch [24][300/835] lr: 1.125e-02, eta: 10:50:18, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7875, loss_cls: 1.7547, loss: 1.7547 2020-07-01 01:09:40,275 - mmaction - INFO - Epoch [24][320/835] lr: 1.125e-02, eta: 10:50:06, time: 0.602, data_time: 0.000, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7833, loss_cls: 1.9398, loss: 1.9398 2020-07-01 01:09:52,378 - mmaction - INFO - Epoch [24][340/835] lr: 1.125e-02, eta: 10:49:53, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8333, loss_cls: 1.6503, loss: 1.6503 2020-07-01 01:10:04,411 - mmaction - INFO - Epoch [24][360/835] lr: 1.125e-02, eta: 10:49:40, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8167, loss_cls: 1.7005, loss: 1.7005 2020-07-01 01:10:16,548 - mmaction - INFO - Epoch [24][380/835] lr: 1.125e-02, eta: 10:49:28, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8250, loss_cls: 1.7939, loss: 1.7939 2020-07-01 01:10:28,647 - mmaction - INFO - Epoch [24][400/835] lr: 1.125e-02, eta: 10:49:16, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8333, loss_cls: 1.6658, loss: 1.6658 2020-07-01 01:10:40,723 - mmaction - INFO - Epoch [24][420/835] lr: 1.125e-02, eta: 10:49:03, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8500, loss_cls: 1.7375, loss: 1.7375 2020-07-01 01:10:52,820 - mmaction - INFO - Epoch [24][440/835] lr: 1.125e-02, eta: 10:48:50, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8083, loss_cls: 1.7174, loss: 1.7174 2020-07-01 01:11:04,867 - mmaction - INFO - Epoch [24][460/835] lr: 1.125e-02, eta: 10:48:38, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8458, loss_cls: 1.6467, loss: 1.6467 2020-07-01 01:11:16,997 - mmaction - INFO - Epoch [24][480/835] lr: 1.125e-02, eta: 10:48:25, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8208, loss_cls: 1.6985, loss: 1.6985 2020-07-01 01:11:29,083 - mmaction - INFO - Epoch [24][500/835] lr: 1.125e-02, eta: 10:48:13, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7667, loss_cls: 1.9675, loss: 1.9675 2020-07-01 01:11:41,169 - mmaction - INFO - Epoch [24][520/835] lr: 1.125e-02, eta: 10:48:00, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8292, loss_cls: 1.5837, loss: 1.5837 2020-07-01 01:11:53,284 - mmaction - INFO - Epoch [24][540/835] lr: 1.125e-02, eta: 10:47:48, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7958, loss_cls: 1.9274, loss: 1.9274 2020-07-01 01:12:05,407 - mmaction - INFO - Epoch [24][560/835] lr: 1.125e-02, eta: 10:47:35, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8125, loss_cls: 1.6378, loss: 1.6378 2020-07-01 01:12:17,507 - mmaction - INFO - Epoch [24][580/835] lr: 1.125e-02, eta: 10:47:23, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8042, loss_cls: 1.6156, loss: 1.6156 2020-07-01 01:12:29,542 - mmaction - INFO - Epoch [24][600/835] lr: 1.125e-02, eta: 10:47:10, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8083, loss_cls: 1.7546, loss: 1.7546 2020-07-01 01:12:41,638 - mmaction - INFO - Epoch [24][620/835] lr: 1.125e-02, eta: 10:46:58, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8375, loss_cls: 1.5611, loss: 1.5611 2020-07-01 01:12:54,018 - mmaction - INFO - Epoch [24][640/835] lr: 1.125e-02, eta: 10:46:46, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8042, loss_cls: 1.7701, loss: 1.7701 2020-07-01 01:13:06,087 - mmaction - INFO - Epoch [24][660/835] lr: 1.125e-02, eta: 10:46:34, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7958, loss_cls: 1.7660, loss: 1.7660 2020-07-01 01:13:18,159 - mmaction - INFO - Epoch [24][680/835] lr: 1.125e-02, eta: 10:46:21, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0536, loss: 2.0536 2020-07-01 01:13:30,293 - mmaction - INFO - Epoch [24][700/835] lr: 1.125e-02, eta: 10:46:09, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8125, loss_cls: 1.7622, loss: 1.7622 2020-07-01 01:13:42,384 - mmaction - INFO - Epoch [24][720/835] lr: 1.125e-02, eta: 10:45:56, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8042, loss_cls: 1.8220, loss: 1.8220 2020-07-01 01:13:54,491 - mmaction - INFO - Epoch [24][740/835] lr: 1.125e-02, eta: 10:45:44, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8292, loss_cls: 1.5555, loss: 1.5555 2020-07-01 01:14:06,614 - mmaction - INFO - Epoch [24][760/835] lr: 1.125e-02, eta: 10:45:31, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7958, loss_cls: 1.8130, loss: 1.8130 2020-07-01 01:14:18,777 - mmaction - INFO - Epoch [24][780/835] lr: 1.125e-02, eta: 10:45:19, time: 0.610, data_time: 0.004, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7708, loss_cls: 1.8948, loss: 1.8948 2020-07-01 01:14:30,773 - mmaction - INFO - Epoch [24][800/835] lr: 1.125e-02, eta: 10:45:06, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7875, loss_cls: 1.8317, loss: 1.8317 2020-07-01 01:14:42,863 - mmaction - INFO - Epoch [24][820/835] lr: 1.125e-02, eta: 10:44:54, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8292, loss_cls: 1.7044, loss: 1.7044 2020-07-01 01:15:16,445 - mmaction - INFO - Epoch [25][20/835] lr: 1.125e-02, eta: 10:44:40, time: 1.191, data_time: 0.554, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8417, loss_cls: 1.4855, loss: 1.4855 2020-07-01 01:15:28,521 - mmaction - INFO - Epoch [25][40/835] lr: 1.125e-02, eta: 10:44:28, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7583, loss_cls: 1.9835, loss: 1.9835 2020-07-01 01:15:40,643 - mmaction - INFO - Epoch [25][60/835] lr: 1.125e-02, eta: 10:44:15, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8583, loss_cls: 1.5238, loss: 1.5238 2020-07-01 01:15:52,731 - mmaction - INFO - Epoch [25][80/835] lr: 1.125e-02, eta: 10:44:03, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8125, loss_cls: 1.5897, loss: 1.5897 2020-07-01 01:16:05,404 - mmaction - INFO - Epoch [25][100/835] lr: 1.125e-02, eta: 10:43:52, time: 0.634, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7917, loss_cls: 1.8814, loss: 1.8814 2020-07-01 01:16:17,489 - mmaction - INFO - Epoch [25][120/835] lr: 1.125e-02, eta: 10:43:39, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8250, loss_cls: 1.6691, loss: 1.6691 2020-07-01 01:16:29,569 - mmaction - INFO - Epoch [25][140/835] lr: 1.125e-02, eta: 10:43:27, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7917, loss_cls: 1.8470, loss: 1.8470 2020-07-01 01:16:41,667 - mmaction - INFO - Epoch [25][160/835] lr: 1.125e-02, eta: 10:43:14, time: 0.604, data_time: 0.000, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8167, loss_cls: 1.7533, loss: 1.7533 2020-07-01 01:16:53,760 - mmaction - INFO - Epoch [25][180/835] lr: 1.125e-02, eta: 10:43:02, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7917, loss_cls: 1.6691, loss: 1.6691 2020-07-01 01:17:05,871 - mmaction - INFO - Epoch [25][200/835] lr: 1.125e-02, eta: 10:42:50, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8208, loss_cls: 1.6193, loss: 1.6193 2020-07-01 01:17:18,014 - mmaction - INFO - Epoch [25][220/835] lr: 1.125e-02, eta: 10:42:37, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7750, loss_cls: 1.9746, loss: 1.9746 2020-07-01 01:17:30,071 - mmaction - INFO - Epoch [25][240/835] lr: 1.125e-02, eta: 10:42:25, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8167, loss_cls: 1.5644, loss: 1.5644 2020-07-01 01:17:42,200 - mmaction - INFO - Epoch [25][260/835] lr: 1.125e-02, eta: 10:42:12, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7750, loss_cls: 1.7517, loss: 1.7517 2020-07-01 01:17:54,274 - mmaction - INFO - Epoch [25][280/835] lr: 1.125e-02, eta: 10:41:59, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8083, loss_cls: 1.7190, loss: 1.7190 2020-07-01 01:18:06,352 - mmaction - INFO - Epoch [25][300/835] lr: 1.125e-02, eta: 10:41:47, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.8026, loss: 1.8026 2020-07-01 01:18:18,451 - mmaction - INFO - Epoch [25][320/835] lr: 1.125e-02, eta: 10:41:34, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7917, loss_cls: 1.8458, loss: 1.8458 2020-07-01 01:18:30,566 - mmaction - INFO - Epoch [25][340/835] lr: 1.125e-02, eta: 10:41:22, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9697, loss: 1.9697 2020-07-01 01:18:42,657 - mmaction - INFO - Epoch [25][360/835] lr: 1.125e-02, eta: 10:41:10, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8250, loss_cls: 1.6341, loss: 1.6341 2020-07-01 01:18:54,720 - mmaction - INFO - Epoch [25][380/835] lr: 1.125e-02, eta: 10:40:57, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8083, loss_cls: 1.7381, loss: 1.7381 2020-07-01 01:19:06,818 - mmaction - INFO - Epoch [25][400/835] lr: 1.125e-02, eta: 10:40:44, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8333, loss_cls: 1.7514, loss: 1.7514 2020-07-01 01:19:18,874 - mmaction - INFO - Epoch [25][420/835] lr: 1.125e-02, eta: 10:40:32, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7167, loss_cls: 2.0518, loss: 2.0518 2020-07-01 01:19:30,940 - mmaction - INFO - Epoch [25][440/835] lr: 1.125e-02, eta: 10:40:19, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.7958, loss_cls: 1.7735, loss: 1.7735 2020-07-01 01:19:43,054 - mmaction - INFO - Epoch [25][460/835] lr: 1.125e-02, eta: 10:40:07, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8083, loss_cls: 1.7101, loss: 1.7101 2020-07-01 01:19:55,074 - mmaction - INFO - Epoch [25][480/835] lr: 1.125e-02, eta: 10:39:54, time: 0.600, data_time: 0.000, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8417, loss_cls: 1.6413, loss: 1.6413 2020-07-01 01:20:07,161 - mmaction - INFO - Epoch [25][500/835] lr: 1.125e-02, eta: 10:39:42, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8208, loss_cls: 1.6790, loss: 1.6790 2020-07-01 01:20:19,270 - mmaction - INFO - Epoch [25][520/835] lr: 1.125e-02, eta: 10:39:29, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8625, loss_cls: 1.4692, loss: 1.4692 2020-07-01 01:20:31,339 - mmaction - INFO - Epoch [25][540/835] lr: 1.125e-02, eta: 10:39:17, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8458, loss_cls: 1.7107, loss: 1.7107 2020-07-01 01:20:43,459 - mmaction - INFO - Epoch [25][560/835] lr: 1.125e-02, eta: 10:39:04, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7357, loss: 1.7357 2020-07-01 01:20:55,501 - mmaction - INFO - Epoch [25][580/835] lr: 1.125e-02, eta: 10:38:51, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7917, loss_cls: 1.7392, loss: 1.7392 2020-07-01 01:21:07,570 - mmaction - INFO - Epoch [25][600/835] lr: 1.125e-02, eta: 10:38:39, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8208, loss_cls: 1.6725, loss: 1.6725 2020-07-01 01:21:19,730 - mmaction - INFO - Epoch [25][620/835] lr: 1.125e-02, eta: 10:38:27, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9476, loss: 1.9476 2020-07-01 01:21:31,772 - mmaction - INFO - Epoch [25][640/835] lr: 1.125e-02, eta: 10:38:14, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5403, loss: 1.5403 2020-07-01 01:21:43,905 - mmaction - INFO - Epoch [25][660/835] lr: 1.125e-02, eta: 10:38:02, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.8462, loss: 1.8462 2020-07-01 01:21:56,007 - mmaction - INFO - Epoch [25][680/835] lr: 1.125e-02, eta: 10:37:49, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7833, loss_cls: 1.8720, loss: 1.8720 2020-07-01 01:22:08,123 - mmaction - INFO - Epoch [25][700/835] lr: 1.125e-02, eta: 10:37:37, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7958, loss_cls: 1.7952, loss: 1.7952 2020-07-01 01:22:20,260 - mmaction - INFO - Epoch [25][720/835] lr: 1.125e-02, eta: 10:37:24, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8417, loss_cls: 1.5987, loss: 1.5987 2020-07-01 01:22:32,332 - mmaction - INFO - Epoch [25][740/835] lr: 1.125e-02, eta: 10:37:12, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8458, loss_cls: 1.5700, loss: 1.5700 2020-07-01 01:22:44,485 - mmaction - INFO - Epoch [25][760/835] lr: 1.125e-02, eta: 10:36:59, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8417, loss_cls: 1.5322, loss: 1.5322 2020-07-01 01:22:56,574 - mmaction - INFO - Epoch [25][780/835] lr: 1.125e-02, eta: 10:36:47, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7958, loss_cls: 1.7820, loss: 1.7820 2020-07-01 01:23:08,732 - mmaction - INFO - Epoch [25][800/835] lr: 1.125e-02, eta: 10:36:35, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.6949, loss: 1.6949 2020-07-01 01:23:20,871 - mmaction - INFO - Epoch [25][820/835] lr: 1.125e-02, eta: 10:36:22, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8333, loss_cls: 1.6119, loss: 1.6119 2020-07-01 01:23:30,904 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-01 01:24:05,997 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 01:24:06,926 - mmaction - INFO - top1_acc 0.6330 top5_acc 0.8540 2020-07-01 01:24:06,927 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 01:24:06,977 - mmaction - INFO - mean_acc 0.6328 2020-07-01 01:24:06,985 - mmaction - INFO - Epoch [25][835/835] lr: 1.125e-02, top1_acc: 0.6330, top5_acc: 0.8540, mean_class_accuracy: 0.6328 2020-07-01 01:24:28,074 - mmaction - INFO - Epoch [26][20/835] lr: 1.125e-02, eta: 10:36:00, time: 1.052, data_time: 0.439, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7625, loss_cls: 1.9637, loss: 1.9637 2020-07-01 01:24:40,129 - mmaction - INFO - Epoch [26][40/835] lr: 1.125e-02, eta: 10:35:48, time: 0.605, data_time: 0.004, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8458, loss_cls: 1.5702, loss: 1.5702 2020-07-01 01:24:52,206 - mmaction - INFO - Epoch [26][60/835] lr: 1.125e-02, eta: 10:35:35, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8000, loss_cls: 1.6721, loss: 1.6721 2020-07-01 01:25:04,262 - mmaction - INFO - Epoch [26][80/835] lr: 1.125e-02, eta: 10:35:22, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8125, loss_cls: 1.4888, loss: 1.4888 2020-07-01 01:25:16,402 - mmaction - INFO - Epoch [26][100/835] lr: 1.125e-02, eta: 10:35:10, time: 0.606, data_time: 0.004, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7958, loss_cls: 1.8428, loss: 1.8428 2020-07-01 01:25:28,502 - mmaction - INFO - Epoch [26][120/835] lr: 1.125e-02, eta: 10:34:58, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8125, loss_cls: 1.6472, loss: 1.6472 2020-07-01 01:25:40,614 - mmaction - INFO - Epoch [26][140/835] lr: 1.125e-02, eta: 10:34:45, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7750, loss_cls: 1.8499, loss: 1.8499 2020-07-01 01:25:52,749 - mmaction - INFO - Epoch [26][160/835] lr: 1.125e-02, eta: 10:34:33, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7917, loss_cls: 1.7893, loss: 1.7893 2020-07-01 01:26:04,900 - mmaction - INFO - Epoch [26][180/835] lr: 1.125e-02, eta: 10:34:21, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7833, loss_cls: 1.8453, loss: 1.8453 2020-07-01 01:26:17,013 - mmaction - INFO - Epoch [26][200/835] lr: 1.125e-02, eta: 10:34:08, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.6543, loss: 1.6543 2020-07-01 01:26:29,175 - mmaction - INFO - Epoch [26][220/835] lr: 1.125e-02, eta: 10:33:56, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8167, loss_cls: 1.6964, loss: 1.6964 2020-07-01 01:26:41,269 - mmaction - INFO - Epoch [26][240/835] lr: 1.125e-02, eta: 10:33:43, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8042, loss_cls: 1.8775, loss: 1.8775 2020-07-01 01:26:53,366 - mmaction - INFO - Epoch [26][260/835] lr: 1.125e-02, eta: 10:33:31, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8458, loss_cls: 1.4924, loss: 1.4924 2020-07-01 01:27:05,442 - mmaction - INFO - Epoch [26][280/835] lr: 1.125e-02, eta: 10:33:18, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8167, loss_cls: 1.6536, loss: 1.6536 2020-07-01 01:27:17,555 - mmaction - INFO - Epoch [26][300/835] lr: 1.125e-02, eta: 10:33:06, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8125, loss_cls: 1.7520, loss: 1.7520 2020-07-01 01:27:29,615 - mmaction - INFO - Epoch [26][320/835] lr: 1.125e-02, eta: 10:32:53, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8333, loss_cls: 1.6334, loss: 1.6334 2020-07-01 01:27:41,717 - mmaction - INFO - Epoch [26][340/835] lr: 1.125e-02, eta: 10:32:41, time: 0.606, data_time: 0.004, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.8060, loss: 1.8060 2020-07-01 01:27:53,771 - mmaction - INFO - Epoch [26][360/835] lr: 1.125e-02, eta: 10:32:28, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7667, loss_cls: 1.8807, loss: 1.8807 2020-07-01 01:28:05,894 - mmaction - INFO - Epoch [26][380/835] lr: 1.125e-02, eta: 10:32:16, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8083, loss_cls: 1.7068, loss: 1.7068 2020-07-01 01:28:17,980 - mmaction - INFO - Epoch [26][400/835] lr: 1.125e-02, eta: 10:32:04, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8208, loss_cls: 1.5518, loss: 1.5518 2020-07-01 01:28:30,146 - mmaction - INFO - Epoch [26][420/835] lr: 1.125e-02, eta: 10:31:51, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8125, loss_cls: 1.6900, loss: 1.6900 2020-07-01 01:28:42,326 - mmaction - INFO - Epoch [26][440/835] lr: 1.125e-02, eta: 10:31:39, time: 0.610, data_time: 0.008, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.4764, loss: 1.4764 2020-07-01 01:28:54,377 - mmaction - INFO - Epoch [26][460/835] lr: 1.125e-02, eta: 10:31:26, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7958, loss_cls: 1.7207, loss: 1.7207 2020-07-01 01:29:06,484 - mmaction - INFO - Epoch [26][480/835] lr: 1.125e-02, eta: 10:31:14, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8125, loss_cls: 1.7947, loss: 1.7947 2020-07-01 01:29:18,607 - mmaction - INFO - Epoch [26][500/835] lr: 1.125e-02, eta: 10:31:02, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7750, loss_cls: 1.8022, loss: 1.8022 2020-07-01 01:29:30,752 - mmaction - INFO - Epoch [26][520/835] lr: 1.125e-02, eta: 10:30:49, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8042, loss_cls: 1.7875, loss: 1.7875 2020-07-01 01:29:42,855 - mmaction - INFO - Epoch [26][540/835] lr: 1.125e-02, eta: 10:30:37, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8500, loss_cls: 1.6205, loss: 1.6205 2020-07-01 01:29:54,998 - mmaction - INFO - Epoch [26][560/835] lr: 1.125e-02, eta: 10:30:25, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7750, loss_cls: 1.7514, loss: 1.7514 2020-07-01 01:30:07,099 - mmaction - INFO - Epoch [26][580/835] lr: 1.125e-02, eta: 10:30:12, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7958, loss_cls: 1.7902, loss: 1.7902 2020-07-01 01:30:19,214 - mmaction - INFO - Epoch [26][600/835] lr: 1.125e-02, eta: 10:30:00, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8292, loss_cls: 1.7556, loss: 1.7556 2020-07-01 01:30:31,313 - mmaction - INFO - Epoch [26][620/835] lr: 1.125e-02, eta: 10:29:47, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7875, loss_cls: 1.8545, loss: 1.8545 2020-07-01 01:30:43,439 - mmaction - INFO - Epoch [26][640/835] lr: 1.125e-02, eta: 10:29:35, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8333, loss_cls: 1.6710, loss: 1.6710 2020-07-01 01:30:55,564 - mmaction - INFO - Epoch [26][660/835] lr: 1.125e-02, eta: 10:29:23, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8583, loss_cls: 1.4935, loss: 1.4935 2020-07-01 01:31:07,649 - mmaction - INFO - Epoch [26][680/835] lr: 1.125e-02, eta: 10:29:10, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7833, loss_cls: 1.9584, loss: 1.9584 2020-07-01 01:31:19,804 - mmaction - INFO - Epoch [26][700/835] lr: 1.125e-02, eta: 10:28:58, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7792, loss_cls: 1.8532, loss: 1.8532 2020-07-01 01:31:31,944 - mmaction - INFO - Epoch [26][720/835] lr: 1.125e-02, eta: 10:28:45, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8042, loss_cls: 1.7203, loss: 1.7203 2020-07-01 01:31:44,012 - mmaction - INFO - Epoch [26][740/835] lr: 1.125e-02, eta: 10:28:33, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8083, loss_cls: 1.7955, loss: 1.7955 2020-07-01 01:31:56,112 - mmaction - INFO - Epoch [26][760/835] lr: 1.125e-02, eta: 10:28:20, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8125, loss_cls: 1.7942, loss: 1.7942 2020-07-01 01:32:08,250 - mmaction - INFO - Epoch [26][780/835] lr: 1.125e-02, eta: 10:28:08, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8083, loss_cls: 1.6607, loss: 1.6607 2020-07-01 01:32:20,337 - mmaction - INFO - Epoch [26][800/835] lr: 1.125e-02, eta: 10:27:56, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7917, loss_cls: 1.8158, loss: 1.8158 2020-07-01 01:32:32,472 - mmaction - INFO - Epoch [26][820/835] lr: 1.125e-02, eta: 10:27:43, time: 0.606, data_time: 0.000, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8542, loss_cls: 1.5178, loss: 1.5178 2020-07-01 01:33:07,049 - mmaction - INFO - Epoch [27][20/835] lr: 1.125e-02, eta: 10:27:32, time: 1.241, data_time: 0.613, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8083, loss_cls: 1.7159, loss: 1.7159 2020-07-01 01:33:19,107 - mmaction - INFO - Epoch [27][40/835] lr: 1.125e-02, eta: 10:27:19, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8167, loss_cls: 1.6699, loss: 1.6699 2020-07-01 01:33:31,157 - mmaction - INFO - Epoch [27][60/835] lr: 1.125e-02, eta: 10:27:07, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8125, loss_cls: 1.6555, loss: 1.6555 2020-07-01 01:33:43,198 - mmaction - INFO - Epoch [27][80/835] lr: 1.125e-02, eta: 10:26:54, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8167, loss_cls: 1.7095, loss: 1.7095 2020-07-01 01:33:55,311 - mmaction - INFO - Epoch [27][100/835] lr: 1.125e-02, eta: 10:26:42, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8458, loss_cls: 1.5447, loss: 1.5447 2020-07-01 01:34:07,389 - mmaction - INFO - Epoch [27][120/835] lr: 1.125e-02, eta: 10:26:29, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8167, loss_cls: 1.7299, loss: 1.7299 2020-07-01 01:34:19,539 - mmaction - INFO - Epoch [27][140/835] lr: 1.125e-02, eta: 10:26:17, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8500, loss_cls: 1.6190, loss: 1.6190 2020-07-01 01:34:31,605 - mmaction - INFO - Epoch [27][160/835] lr: 1.125e-02, eta: 10:26:04, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8125, loss_cls: 1.7503, loss: 1.7503 2020-07-01 01:34:43,645 - mmaction - INFO - Epoch [27][180/835] lr: 1.125e-02, eta: 10:25:52, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7833, loss_cls: 1.7696, loss: 1.7696 2020-07-01 01:34:55,788 - mmaction - INFO - Epoch [27][200/835] lr: 1.125e-02, eta: 10:25:39, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8458, loss_cls: 1.3986, loss: 1.3986 2020-07-01 01:35:07,907 - mmaction - INFO - Epoch [27][220/835] lr: 1.125e-02, eta: 10:25:27, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.6536, loss: 1.6536 2020-07-01 01:35:20,110 - mmaction - INFO - Epoch [27][240/835] lr: 1.125e-02, eta: 10:25:15, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8042, loss_cls: 1.6372, loss: 1.6372 2020-07-01 01:35:32,189 - mmaction - INFO - Epoch [27][260/835] lr: 1.125e-02, eta: 10:25:02, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7708, loss_cls: 1.8593, loss: 1.8593 2020-07-01 01:35:44,288 - mmaction - INFO - Epoch [27][280/835] lr: 1.125e-02, eta: 10:24:50, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8042, loss_cls: 1.6591, loss: 1.6591 2020-07-01 01:35:56,388 - mmaction - INFO - Epoch [27][300/835] lr: 1.125e-02, eta: 10:24:37, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.7958, loss_cls: 1.7310, loss: 1.7310 2020-07-01 01:36:08,524 - mmaction - INFO - Epoch [27][320/835] lr: 1.125e-02, eta: 10:24:25, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8292, loss_cls: 1.7116, loss: 1.7116 2020-07-01 01:36:20,645 - mmaction - INFO - Epoch [27][340/835] lr: 1.125e-02, eta: 10:24:13, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8125, loss_cls: 1.7831, loss: 1.7831 2020-07-01 01:36:32,726 - mmaction - INFO - Epoch [27][360/835] lr: 1.125e-02, eta: 10:24:00, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8208, loss_cls: 1.6632, loss: 1.6632 2020-07-01 01:36:44,834 - mmaction - INFO - Epoch [27][380/835] lr: 1.125e-02, eta: 10:23:48, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8333, loss_cls: 1.6398, loss: 1.6398 2020-07-01 01:36:56,923 - mmaction - INFO - Epoch [27][400/835] lr: 1.125e-02, eta: 10:23:35, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7917, loss_cls: 1.8570, loss: 1.8570 2020-07-01 01:37:09,042 - mmaction - INFO - Epoch [27][420/835] lr: 1.125e-02, eta: 10:23:23, time: 0.605, data_time: 0.000, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8458, loss_cls: 1.6270, loss: 1.6270 2020-07-01 01:37:21,156 - mmaction - INFO - Epoch [27][440/835] lr: 1.125e-02, eta: 10:23:11, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.7917, loss_cls: 1.6907, loss: 1.6907 2020-07-01 01:37:33,274 - mmaction - INFO - Epoch [27][460/835] lr: 1.125e-02, eta: 10:22:58, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8500, loss_cls: 1.7419, loss: 1.7419 2020-07-01 01:37:45,361 - mmaction - INFO - Epoch [27][480/835] lr: 1.125e-02, eta: 10:22:46, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7792, loss_cls: 1.8185, loss: 1.8185 2020-07-01 01:37:57,471 - mmaction - INFO - Epoch [27][500/835] lr: 1.125e-02, eta: 10:22:33, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7667, loss_cls: 1.7475, loss: 1.7475 2020-07-01 01:38:09,547 - mmaction - INFO - Epoch [27][520/835] lr: 1.125e-02, eta: 10:22:21, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7833, loss_cls: 1.8330, loss: 1.8330 2020-07-01 01:38:21,610 - mmaction - INFO - Epoch [27][540/835] lr: 1.125e-02, eta: 10:22:08, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7708, loss_cls: 1.8921, loss: 1.8921 2020-07-01 01:38:33,890 - mmaction - INFO - Epoch [27][560/835] lr: 1.125e-02, eta: 10:21:56, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.7792, loss_cls: 1.7965, loss: 1.7965 2020-07-01 01:38:46,019 - mmaction - INFO - Epoch [27][580/835] lr: 1.125e-02, eta: 10:21:44, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7542, loss_cls: 1.7982, loss: 1.7982 2020-07-01 01:38:58,196 - mmaction - INFO - Epoch [27][600/835] lr: 1.125e-02, eta: 10:21:32, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8208, loss_cls: 1.7484, loss: 1.7484 2020-07-01 01:39:10,289 - mmaction - INFO - Epoch [27][620/835] lr: 1.125e-02, eta: 10:21:19, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8125, loss_cls: 1.6558, loss: 1.6558 2020-07-01 01:39:22,355 - mmaction - INFO - Epoch [27][640/835] lr: 1.125e-02, eta: 10:21:07, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8083, loss_cls: 1.7057, loss: 1.7057 2020-07-01 01:39:34,460 - mmaction - INFO - Epoch [27][660/835] lr: 1.125e-02, eta: 10:20:54, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8042, loss_cls: 1.6740, loss: 1.6740 2020-07-01 01:39:46,520 - mmaction - INFO - Epoch [27][680/835] lr: 1.125e-02, eta: 10:20:42, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8208, loss_cls: 1.5858, loss: 1.5858 2020-07-01 01:39:58,621 - mmaction - INFO - Epoch [27][700/835] lr: 1.125e-02, eta: 10:20:29, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8208, loss_cls: 1.7900, loss: 1.7900 2020-07-01 01:40:10,687 - mmaction - INFO - Epoch [27][720/835] lr: 1.125e-02, eta: 10:20:17, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8083, loss_cls: 1.7393, loss: 1.7393 2020-07-01 01:40:22,792 - mmaction - INFO - Epoch [27][740/835] lr: 1.125e-02, eta: 10:20:04, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8125, loss_cls: 1.5562, loss: 1.5562 2020-07-01 01:40:34,919 - mmaction - INFO - Epoch [27][760/835] lr: 1.125e-02, eta: 10:19:52, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7917, loss_cls: 1.8206, loss: 1.8206 2020-07-01 01:40:47,064 - mmaction - INFO - Epoch [27][780/835] lr: 1.125e-02, eta: 10:19:40, time: 0.606, data_time: 0.000, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8458, loss_cls: 1.5234, loss: 1.5234 2020-07-01 01:40:59,178 - mmaction - INFO - Epoch [27][800/835] lr: 1.125e-02, eta: 10:19:27, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.3378, loss: 1.3378 2020-07-01 01:41:11,306 - mmaction - INFO - Epoch [27][820/835] lr: 1.125e-02, eta: 10:19:15, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7833, loss_cls: 1.9256, loss: 1.9256 2020-07-01 01:41:46,895 - mmaction - INFO - Epoch [28][20/835] lr: 1.125e-02, eta: 10:19:06, time: 1.285, data_time: 0.677, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7917, loss_cls: 1.6733, loss: 1.6733 2020-07-01 01:41:58,946 - mmaction - INFO - Epoch [28][40/835] lr: 1.125e-02, eta: 10:18:53, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7875, loss_cls: 1.6678, loss: 1.6678 2020-07-01 01:42:11,093 - mmaction - INFO - Epoch [28][60/835] lr: 1.125e-02, eta: 10:18:41, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8333, loss_cls: 1.5911, loss: 1.5911 2020-07-01 01:42:23,150 - mmaction - INFO - Epoch [28][80/835] lr: 1.125e-02, eta: 10:18:28, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8250, loss_cls: 1.5540, loss: 1.5540 2020-07-01 01:42:35,260 - mmaction - INFO - Epoch [28][100/835] lr: 1.125e-02, eta: 10:18:16, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7792, loss_cls: 1.7569, loss: 1.7569 2020-07-01 01:42:47,409 - mmaction - INFO - Epoch [28][120/835] lr: 1.125e-02, eta: 10:18:03, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8208, loss_cls: 1.6753, loss: 1.6753 2020-07-01 01:42:59,476 - mmaction - INFO - Epoch [28][140/835] lr: 1.125e-02, eta: 10:17:51, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8000, loss_cls: 1.6956, loss: 1.6956 2020-07-01 01:43:11,587 - mmaction - INFO - Epoch [28][160/835] lr: 1.125e-02, eta: 10:17:38, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8125, loss_cls: 1.7355, loss: 1.7355 2020-07-01 01:43:23,648 - mmaction - INFO - Epoch [28][180/835] lr: 1.125e-02, eta: 10:17:26, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7833, loss_cls: 1.9142, loss: 1.9142 2020-07-01 01:43:35,753 - mmaction - INFO - Epoch [28][200/835] lr: 1.125e-02, eta: 10:17:13, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7875, loss_cls: 1.6191, loss: 1.6191 2020-07-01 01:43:47,818 - mmaction - INFO - Epoch [28][220/835] lr: 1.125e-02, eta: 10:17:01, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7792, loss_cls: 1.7753, loss: 1.7753 2020-07-01 01:43:59,879 - mmaction - INFO - Epoch [28][240/835] lr: 1.125e-02, eta: 10:16:48, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.8527, loss: 1.8527 2020-07-01 01:44:12,011 - mmaction - INFO - Epoch [28][260/835] lr: 1.125e-02, eta: 10:16:36, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7875, loss_cls: 1.7917, loss: 1.7917 2020-07-01 01:44:24,134 - mmaction - INFO - Epoch [28][280/835] lr: 1.125e-02, eta: 10:16:24, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8458, loss_cls: 1.5250, loss: 1.5250 2020-07-01 01:44:36,247 - mmaction - INFO - Epoch [28][300/835] lr: 1.125e-02, eta: 10:16:11, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.4382, loss: 1.4382 2020-07-01 01:44:48,312 - mmaction - INFO - Epoch [28][320/835] lr: 1.125e-02, eta: 10:15:59, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8333, loss_cls: 1.5896, loss: 1.5896 2020-07-01 01:45:00,373 - mmaction - INFO - Epoch [28][340/835] lr: 1.125e-02, eta: 10:15:46, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8750, loss_cls: 1.4916, loss: 1.4916 2020-07-01 01:45:12,448 - mmaction - INFO - Epoch [28][360/835] lr: 1.125e-02, eta: 10:15:34, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7667, loss_cls: 1.8566, loss: 1.8566 2020-07-01 01:45:24,600 - mmaction - INFO - Epoch [28][380/835] lr: 1.125e-02, eta: 10:15:21, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7792, loss_cls: 1.8489, loss: 1.8489 2020-07-01 01:45:36,720 - mmaction - INFO - Epoch [28][400/835] lr: 1.125e-02, eta: 10:15:09, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8083, loss_cls: 1.7245, loss: 1.7245 2020-07-01 01:45:48,762 - mmaction - INFO - Epoch [28][420/835] lr: 1.125e-02, eta: 10:14:56, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8208, loss_cls: 1.6194, loss: 1.6194 2020-07-01 01:46:00,902 - mmaction - INFO - Epoch [28][440/835] lr: 1.125e-02, eta: 10:14:44, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.5750, loss: 1.5750 2020-07-01 01:46:13,006 - mmaction - INFO - Epoch [28][460/835] lr: 1.125e-02, eta: 10:14:32, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7833, loss_cls: 1.7942, loss: 1.7942 2020-07-01 01:46:25,062 - mmaction - INFO - Epoch [28][480/835] lr: 1.125e-02, eta: 10:14:19, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8625, loss_cls: 1.5256, loss: 1.5256 2020-07-01 01:46:37,123 - mmaction - INFO - Epoch [28][500/835] lr: 1.125e-02, eta: 10:14:07, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8208, loss_cls: 1.4726, loss: 1.4726 2020-07-01 01:46:49,259 - mmaction - INFO - Epoch [28][520/835] lr: 1.125e-02, eta: 10:13:54, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7875, loss_cls: 1.7733, loss: 1.7733 2020-07-01 01:47:01,370 - mmaction - INFO - Epoch [28][540/835] lr: 1.125e-02, eta: 10:13:42, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7958, loss_cls: 1.7874, loss: 1.7874 2020-07-01 01:47:13,457 - mmaction - INFO - Epoch [28][560/835] lr: 1.125e-02, eta: 10:13:29, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7917, loss_cls: 1.6527, loss: 1.6527 2020-07-01 01:47:25,555 - mmaction - INFO - Epoch [28][580/835] lr: 1.125e-02, eta: 10:13:17, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8208, loss_cls: 1.7186, loss: 1.7186 2020-07-01 01:47:37,655 - mmaction - INFO - Epoch [28][600/835] lr: 1.125e-02, eta: 10:13:05, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8875, loss_cls: 1.4129, loss: 1.4129 2020-07-01 01:47:49,745 - mmaction - INFO - Epoch [28][620/835] lr: 1.125e-02, eta: 10:12:52, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8417, loss_cls: 1.5092, loss: 1.5092 2020-07-01 01:48:01,851 - mmaction - INFO - Epoch [28][640/835] lr: 1.125e-02, eta: 10:12:40, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8083, loss_cls: 1.9471, loss: 1.9471 2020-07-01 01:48:13,905 - mmaction - INFO - Epoch [28][660/835] lr: 1.125e-02, eta: 10:12:27, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8167, loss_cls: 1.6484, loss: 1.6484 2020-07-01 01:48:25,961 - mmaction - INFO - Epoch [28][680/835] lr: 1.125e-02, eta: 10:12:15, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8292, loss_cls: 1.5056, loss: 1.5056 2020-07-01 01:48:37,965 - mmaction - INFO - Epoch [28][700/835] lr: 1.125e-02, eta: 10:12:02, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8250, loss_cls: 1.7736, loss: 1.7736 2020-07-01 01:48:50,075 - mmaction - INFO - Epoch [28][720/835] lr: 1.125e-02, eta: 10:11:50, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8042, loss_cls: 1.6916, loss: 1.6916 2020-07-01 01:49:02,237 - mmaction - INFO - Epoch [28][740/835] lr: 1.125e-02, eta: 10:11:37, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8083, loss_cls: 1.5930, loss: 1.5930 2020-07-01 01:49:14,291 - mmaction - INFO - Epoch [28][760/835] lr: 1.125e-02, eta: 10:11:25, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8083, loss_cls: 1.6487, loss: 1.6487 2020-07-01 01:49:26,398 - mmaction - INFO - Epoch [28][780/835] lr: 1.125e-02, eta: 10:11:12, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8292, loss_cls: 1.6238, loss: 1.6238 2020-07-01 01:49:38,544 - mmaction - INFO - Epoch [28][800/835] lr: 1.125e-02, eta: 10:11:00, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.8044, loss: 1.8044 2020-07-01 01:49:50,663 - mmaction - INFO - Epoch [28][820/835] lr: 1.125e-02, eta: 10:10:48, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8250, loss_cls: 1.5974, loss: 1.5974 2020-07-01 01:50:26,231 - mmaction - INFO - Epoch [29][20/835] lr: 1.125e-02, eta: 10:10:37, time: 1.280, data_time: 0.596, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7958, loss_cls: 1.6942, loss: 1.6942 2020-07-01 01:50:38,239 - mmaction - INFO - Epoch [29][40/835] lr: 1.125e-02, eta: 10:10:25, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8125, loss_cls: 1.6611, loss: 1.6611 2020-07-01 01:50:50,264 - mmaction - INFO - Epoch [29][60/835] lr: 1.125e-02, eta: 10:10:12, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8208, loss_cls: 1.5718, loss: 1.5718 2020-07-01 01:51:02,302 - mmaction - INFO - Epoch [29][80/835] lr: 1.125e-02, eta: 10:09:59, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8292, loss_cls: 1.5679, loss: 1.5679 2020-07-01 01:51:14,477 - mmaction - INFO - Epoch [29][100/835] lr: 1.125e-02, eta: 10:09:47, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8208, loss_cls: 1.6291, loss: 1.6291 2020-07-01 01:51:26,609 - mmaction - INFO - Epoch [29][120/835] lr: 1.125e-02, eta: 10:09:35, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8042, loss_cls: 1.8902, loss: 1.8902 2020-07-01 01:51:38,658 - mmaction - INFO - Epoch [29][140/835] lr: 1.125e-02, eta: 10:09:22, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8542, loss_cls: 1.4433, loss: 1.4433 2020-07-01 01:51:50,757 - mmaction - INFO - Epoch [29][160/835] lr: 1.125e-02, eta: 10:09:10, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8625, loss_cls: 1.4460, loss: 1.4460 2020-07-01 01:52:02,863 - mmaction - INFO - Epoch [29][180/835] lr: 1.125e-02, eta: 10:08:57, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8000, loss_cls: 1.7182, loss: 1.7182 2020-07-01 01:52:14,986 - mmaction - INFO - Epoch [29][200/835] lr: 1.125e-02, eta: 10:08:45, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8375, loss_cls: 1.6762, loss: 1.6762 2020-07-01 01:52:27,145 - mmaction - INFO - Epoch [29][220/835] lr: 1.125e-02, eta: 10:08:33, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8042, loss_cls: 1.7067, loss: 1.7067 2020-07-01 01:52:39,208 - mmaction - INFO - Epoch [29][240/835] lr: 1.125e-02, eta: 10:08:20, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8750, loss_cls: 1.5053, loss: 1.5053 2020-07-01 01:52:51,342 - mmaction - INFO - Epoch [29][260/835] lr: 1.125e-02, eta: 10:08:08, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8417, loss_cls: 1.5624, loss: 1.5624 2020-07-01 01:53:03,461 - mmaction - INFO - Epoch [29][280/835] lr: 1.125e-02, eta: 10:07:56, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8125, loss_cls: 1.7636, loss: 1.7636 2020-07-01 01:53:15,554 - mmaction - INFO - Epoch [29][300/835] lr: 1.125e-02, eta: 10:07:43, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8542, loss_cls: 1.3886, loss: 1.3886 2020-07-01 01:53:27,630 - mmaction - INFO - Epoch [29][320/835] lr: 1.125e-02, eta: 10:07:31, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8333, loss_cls: 1.5151, loss: 1.5151 2020-07-01 01:53:39,745 - mmaction - INFO - Epoch [29][340/835] lr: 1.125e-02, eta: 10:07:18, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8208, loss_cls: 1.7148, loss: 1.7148 2020-07-01 01:53:51,838 - mmaction - INFO - Epoch [29][360/835] lr: 1.125e-02, eta: 10:07:06, time: 0.606, data_time: 0.004, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8083, loss_cls: 1.5632, loss: 1.5632 2020-07-01 01:54:03,902 - mmaction - INFO - Epoch [29][380/835] lr: 1.125e-02, eta: 10:06:53, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8208, loss_cls: 1.6159, loss: 1.6159 2020-07-01 01:54:16,012 - mmaction - INFO - Epoch [29][400/835] lr: 1.125e-02, eta: 10:06:41, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8417, loss_cls: 1.5647, loss: 1.5647 2020-07-01 01:54:28,226 - mmaction - INFO - Epoch [29][420/835] lr: 1.125e-02, eta: 10:06:29, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8375, loss_cls: 1.6282, loss: 1.6282 2020-07-01 01:54:40,340 - mmaction - INFO - Epoch [29][440/835] lr: 1.125e-02, eta: 10:06:16, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7917, loss_cls: 1.7816, loss: 1.7816 2020-07-01 01:54:52,424 - mmaction - INFO - Epoch [29][460/835] lr: 1.125e-02, eta: 10:06:04, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8292, loss_cls: 1.5955, loss: 1.5955 2020-07-01 01:55:04,545 - mmaction - INFO - Epoch [29][480/835] lr: 1.125e-02, eta: 10:05:52, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8625, loss_cls: 1.4343, loss: 1.4343 2020-07-01 01:55:16,665 - mmaction - INFO - Epoch [29][500/835] lr: 1.125e-02, eta: 10:05:39, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.6649, loss: 1.6649 2020-07-01 01:55:28,797 - mmaction - INFO - Epoch [29][520/835] lr: 1.125e-02, eta: 10:05:27, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6774, loss: 1.6774 2020-07-01 01:55:40,937 - mmaction - INFO - Epoch [29][540/835] lr: 1.125e-02, eta: 10:05:15, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7750, loss_cls: 1.7922, loss: 1.7922 2020-07-01 01:55:53,053 - mmaction - INFO - Epoch [29][560/835] lr: 1.125e-02, eta: 10:05:02, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7667, loss_cls: 1.8129, loss: 1.8129 2020-07-01 01:56:05,250 - mmaction - INFO - Epoch [29][580/835] lr: 1.125e-02, eta: 10:04:50, time: 0.610, data_time: 0.004, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8125, loss_cls: 1.6350, loss: 1.6350 2020-07-01 01:56:17,301 - mmaction - INFO - Epoch [29][600/835] lr: 1.125e-02, eta: 10:04:38, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7667, loss_cls: 1.7870, loss: 1.7870 2020-07-01 01:56:29,407 - mmaction - INFO - Epoch [29][620/835] lr: 1.125e-02, eta: 10:04:25, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7958, loss_cls: 1.7869, loss: 1.7869 2020-07-01 01:56:41,519 - mmaction - INFO - Epoch [29][640/835] lr: 1.125e-02, eta: 10:04:13, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7917, loss_cls: 1.7745, loss: 1.7745 2020-07-01 01:56:53,617 - mmaction - INFO - Epoch [29][660/835] lr: 1.125e-02, eta: 10:04:00, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8083, loss_cls: 1.7898, loss: 1.7898 2020-07-01 01:57:05,699 - mmaction - INFO - Epoch [29][680/835] lr: 1.125e-02, eta: 10:03:48, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8625, loss_cls: 1.4502, loss: 1.4502 2020-07-01 01:57:17,797 - mmaction - INFO - Epoch [29][700/835] lr: 1.125e-02, eta: 10:03:35, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7792, loss_cls: 2.0072, loss: 2.0072 2020-07-01 01:57:29,854 - mmaction - INFO - Epoch [29][720/835] lr: 1.125e-02, eta: 10:03:23, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8125, loss_cls: 1.6626, loss: 1.6626 2020-07-01 01:57:41,929 - mmaction - INFO - Epoch [29][740/835] lr: 1.125e-02, eta: 10:03:10, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7625, loss_cls: 1.8233, loss: 1.8233 2020-07-01 01:57:53,999 - mmaction - INFO - Epoch [29][760/835] lr: 1.125e-02, eta: 10:02:58, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7667, loss_cls: 1.8435, loss: 1.8435 2020-07-01 01:58:06,012 - mmaction - INFO - Epoch [29][780/835] lr: 1.125e-02, eta: 10:02:45, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8292, loss_cls: 1.5796, loss: 1.5796 2020-07-01 01:58:18,232 - mmaction - INFO - Epoch [29][800/835] lr: 1.125e-02, eta: 10:02:33, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7917, loss_cls: 1.6990, loss: 1.6990 2020-07-01 01:58:30,450 - mmaction - INFO - Epoch [29][820/835] lr: 1.125e-02, eta: 10:02:21, time: 0.611, data_time: 0.008, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8458, loss_cls: 1.5239, loss: 1.5239 2020-07-01 01:59:04,438 - mmaction - INFO - Epoch [30][20/835] lr: 1.125e-02, eta: 10:02:07, time: 1.216, data_time: 0.600, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7958, loss_cls: 1.7145, loss: 1.7145 2020-07-01 01:59:16,472 - mmaction - INFO - Epoch [30][40/835] lr: 1.125e-02, eta: 10:01:54, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.6504, loss: 1.6504 2020-07-01 01:59:28,519 - mmaction - INFO - Epoch [30][60/835] lr: 1.125e-02, eta: 10:01:42, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8167, loss_cls: 1.5436, loss: 1.5436 2020-07-01 01:59:40,613 - mmaction - INFO - Epoch [30][80/835] lr: 1.125e-02, eta: 10:01:29, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8417, loss_cls: 1.5896, loss: 1.5896 2020-07-01 01:59:52,777 - mmaction - INFO - Epoch [30][100/835] lr: 1.125e-02, eta: 10:01:17, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.6815, loss: 1.6815 2020-07-01 02:00:05,329 - mmaction - INFO - Epoch [30][120/835] lr: 1.125e-02, eta: 10:01:06, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8292, loss_cls: 1.6921, loss: 1.6921 2020-07-01 02:00:17,433 - mmaction - INFO - Epoch [30][140/835] lr: 1.125e-02, eta: 10:00:53, time: 0.604, data_time: 0.004, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8542, loss_cls: 1.5734, loss: 1.5734 2020-07-01 02:00:29,445 - mmaction - INFO - Epoch [30][160/835] lr: 1.125e-02, eta: 10:00:41, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8208, loss_cls: 1.6761, loss: 1.6761 2020-07-01 02:00:41,578 - mmaction - INFO - Epoch [30][180/835] lr: 1.125e-02, eta: 10:00:29, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8500, loss_cls: 1.5323, loss: 1.5323 2020-07-01 02:00:53,694 - mmaction - INFO - Epoch [30][200/835] lr: 1.125e-02, eta: 10:00:16, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7833, loss_cls: 1.8241, loss: 1.8241 2020-07-01 02:01:05,826 - mmaction - INFO - Epoch [30][220/835] lr: 1.125e-02, eta: 10:00:04, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7917, loss_cls: 1.8390, loss: 1.8390 2020-07-01 02:01:17,907 - mmaction - INFO - Epoch [30][240/835] lr: 1.125e-02, eta: 9:59:51, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8417, loss_cls: 1.4720, loss: 1.4720 2020-07-01 02:01:30,044 - mmaction - INFO - Epoch [30][260/835] lr: 1.125e-02, eta: 9:59:39, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8208, loss_cls: 1.5637, loss: 1.5637 2020-07-01 02:01:42,176 - mmaction - INFO - Epoch [30][280/835] lr: 1.125e-02, eta: 9:59:27, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8125, loss_cls: 1.7903, loss: 1.7903 2020-07-01 02:01:54,425 - mmaction - INFO - Epoch [30][300/835] lr: 1.125e-02, eta: 9:59:15, time: 0.611, data_time: 0.009, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7708, loss_cls: 1.9609, loss: 1.9609 2020-07-01 02:02:06,589 - mmaction - INFO - Epoch [30][320/835] lr: 1.125e-02, eta: 9:59:02, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8292, loss_cls: 1.4901, loss: 1.4901 2020-07-01 02:02:18,699 - mmaction - INFO - Epoch [30][340/835] lr: 1.125e-02, eta: 9:58:50, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8333, loss_cls: 1.6263, loss: 1.6263 2020-07-01 02:02:30,820 - mmaction - INFO - Epoch [30][360/835] lr: 1.125e-02, eta: 9:58:38, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8292, loss_cls: 1.5841, loss: 1.5841 2020-07-01 02:02:42,867 - mmaction - INFO - Epoch [30][380/835] lr: 1.125e-02, eta: 9:58:25, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.7708, loss_cls: 1.8132, loss: 1.8132 2020-07-01 02:02:54,973 - mmaction - INFO - Epoch [30][400/835] lr: 1.125e-02, eta: 9:58:13, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8375, loss_cls: 1.6213, loss: 1.6213 2020-07-01 02:03:07,073 - mmaction - INFO - Epoch [30][420/835] lr: 1.125e-02, eta: 9:58:00, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8375, loss_cls: 1.4996, loss: 1.4996 2020-07-01 02:03:19,183 - mmaction - INFO - Epoch [30][440/835] lr: 1.125e-02, eta: 9:57:48, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.6708, loss: 1.6708 2020-07-01 02:03:31,276 - mmaction - INFO - Epoch [30][460/835] lr: 1.125e-02, eta: 9:57:36, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8125, loss_cls: 1.7900, loss: 1.7900 2020-07-01 02:03:43,359 - mmaction - INFO - Epoch [30][480/835] lr: 1.125e-02, eta: 9:57:23, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8375, loss_cls: 1.6260, loss: 1.6260 2020-07-01 02:03:55,506 - mmaction - INFO - Epoch [30][500/835] lr: 1.125e-02, eta: 9:57:11, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7625, loss_cls: 1.8095, loss: 1.8095 2020-07-01 02:04:07,660 - mmaction - INFO - Epoch [30][520/835] lr: 1.125e-02, eta: 9:56:59, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8333, loss_cls: 1.7264, loss: 1.7264 2020-07-01 02:04:19,746 - mmaction - INFO - Epoch [30][540/835] lr: 1.125e-02, eta: 9:56:46, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6397, loss: 1.6397 2020-07-01 02:04:31,870 - mmaction - INFO - Epoch [30][560/835] lr: 1.125e-02, eta: 9:56:34, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8208, loss_cls: 1.6697, loss: 1.6697 2020-07-01 02:04:43,950 - mmaction - INFO - Epoch [30][580/835] lr: 1.125e-02, eta: 9:56:21, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7750, loss_cls: 1.8049, loss: 1.8049 2020-07-01 02:04:56,062 - mmaction - INFO - Epoch [30][600/835] lr: 1.125e-02, eta: 9:56:09, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8250, loss_cls: 1.6770, loss: 1.6770 2020-07-01 02:05:08,157 - mmaction - INFO - Epoch [30][620/835] lr: 1.125e-02, eta: 9:55:56, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8083, loss_cls: 1.7536, loss: 1.7536 2020-07-01 02:05:20,251 - mmaction - INFO - Epoch [30][640/835] lr: 1.125e-02, eta: 9:55:44, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8208, loss_cls: 1.5989, loss: 1.5989 2020-07-01 02:05:32,443 - mmaction - INFO - Epoch [30][660/835] lr: 1.125e-02, eta: 9:55:32, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7750, loss_cls: 1.9537, loss: 1.9537 2020-07-01 02:05:44,509 - mmaction - INFO - Epoch [30][680/835] lr: 1.125e-02, eta: 9:55:19, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8750, loss_cls: 1.4801, loss: 1.4801 2020-07-01 02:05:56,603 - mmaction - INFO - Epoch [30][700/835] lr: 1.125e-02, eta: 9:55:07, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8042, loss_cls: 1.7543, loss: 1.7543 2020-07-01 02:06:08,676 - mmaction - INFO - Epoch [30][720/835] lr: 1.125e-02, eta: 9:54:54, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7667, loss_cls: 1.9701, loss: 1.9701 2020-07-01 02:06:20,776 - mmaction - INFO - Epoch [30][740/835] lr: 1.125e-02, eta: 9:54:42, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8500, loss_cls: 1.5072, loss: 1.5072 2020-07-01 02:06:32,866 - mmaction - INFO - Epoch [30][760/835] lr: 1.125e-02, eta: 9:54:30, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8542, loss_cls: 1.5427, loss: 1.5427 2020-07-01 02:06:44,970 - mmaction - INFO - Epoch [30][780/835] lr: 1.125e-02, eta: 9:54:17, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8375, loss_cls: 1.6900, loss: 1.6900 2020-07-01 02:06:57,097 - mmaction - INFO - Epoch [30][800/835] lr: 1.125e-02, eta: 9:54:05, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7833, loss_cls: 1.9949, loss: 1.9949 2020-07-01 02:07:09,117 - mmaction - INFO - Epoch [30][820/835] lr: 1.125e-02, eta: 9:53:52, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8042, loss_cls: 1.7945, loss: 1.7945 2020-07-01 02:07:19,279 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-01 02:07:54,916 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 02:07:55,843 - mmaction - INFO - top1_acc 0.6415 top5_acc 0.8554 2020-07-01 02:07:55,843 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 02:07:55,893 - mmaction - INFO - mean_acc 0.6413 2020-07-01 02:07:55,908 - mmaction - INFO - Epoch [30][835/835] lr: 1.125e-02, top1_acc: 0.6415, top5_acc: 0.8554, mean_class_accuracy: 0.6413 2020-07-01 02:08:17,267 - mmaction - INFO - Epoch [31][20/835] lr: 1.125e-02, eta: 9:53:31, time: 1.066, data_time: 0.447, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.5935, loss: 1.5935 2020-07-01 02:08:29,364 - mmaction - INFO - Epoch [31][40/835] lr: 1.125e-02, eta: 9:53:19, time: 0.606, data_time: 0.005, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8042, loss_cls: 1.7326, loss: 1.7326 2020-07-01 02:08:41,422 - mmaction - INFO - Epoch [31][60/835] lr: 1.125e-02, eta: 9:53:06, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8000, loss_cls: 1.7465, loss: 1.7465 2020-07-01 02:08:53,410 - mmaction - INFO - Epoch [31][80/835] lr: 1.125e-02, eta: 9:52:54, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8250, loss_cls: 1.6783, loss: 1.6783 2020-07-01 02:09:05,524 - mmaction - INFO - Epoch [31][100/835] lr: 1.125e-02, eta: 9:52:41, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8458, loss_cls: 1.5674, loss: 1.5674 2020-07-01 02:09:17,606 - mmaction - INFO - Epoch [31][120/835] lr: 1.125e-02, eta: 9:52:29, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8125, loss_cls: 1.6092, loss: 1.6092 2020-07-01 02:09:29,693 - mmaction - INFO - Epoch [31][140/835] lr: 1.125e-02, eta: 9:52:16, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8333, loss_cls: 1.5761, loss: 1.5761 2020-07-01 02:09:41,740 - mmaction - INFO - Epoch [31][160/835] lr: 1.125e-02, eta: 9:52:04, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8125, loss_cls: 1.5923, loss: 1.5923 2020-07-01 02:09:53,797 - mmaction - INFO - Epoch [31][180/835] lr: 1.125e-02, eta: 9:51:51, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8167, loss_cls: 1.5759, loss: 1.5759 2020-07-01 02:10:05,877 - mmaction - INFO - Epoch [31][200/835] lr: 1.125e-02, eta: 9:51:39, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8208, loss_cls: 1.7041, loss: 1.7041 2020-07-01 02:10:17,959 - mmaction - INFO - Epoch [31][220/835] lr: 1.125e-02, eta: 9:51:26, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5986, loss: 1.5986 2020-07-01 02:10:30,034 - mmaction - INFO - Epoch [31][240/835] lr: 1.125e-02, eta: 9:51:14, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7667, loss_cls: 1.8040, loss: 1.8040 2020-07-01 02:10:42,103 - mmaction - INFO - Epoch [31][260/835] lr: 1.125e-02, eta: 9:51:01, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6368, loss: 1.6368 2020-07-01 02:10:54,259 - mmaction - INFO - Epoch [31][280/835] lr: 1.125e-02, eta: 9:50:49, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8125, loss_cls: 1.7341, loss: 1.7341 2020-07-01 02:11:06,509 - mmaction - INFO - Epoch [31][300/835] lr: 1.125e-02, eta: 9:50:37, time: 0.612, data_time: 0.008, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8333, loss_cls: 1.4813, loss: 1.4813 2020-07-01 02:11:18,627 - mmaction - INFO - Epoch [31][320/835] lr: 1.125e-02, eta: 9:50:25, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8583, loss_cls: 1.5124, loss: 1.5124 2020-07-01 02:11:30,716 - mmaction - INFO - Epoch [31][340/835] lr: 1.125e-02, eta: 9:50:12, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.6701, loss: 1.6701 2020-07-01 02:11:42,790 - mmaction - INFO - Epoch [31][360/835] lr: 1.125e-02, eta: 9:50:00, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8292, loss_cls: 1.6790, loss: 1.6790 2020-07-01 02:11:54,804 - mmaction - INFO - Epoch [31][380/835] lr: 1.125e-02, eta: 9:49:47, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8208, loss_cls: 1.6518, loss: 1.6518 2020-07-01 02:12:06,932 - mmaction - INFO - Epoch [31][400/835] lr: 1.125e-02, eta: 9:49:35, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8458, loss_cls: 1.4687, loss: 1.4687 2020-07-01 02:12:19,030 - mmaction - INFO - Epoch [31][420/835] lr: 1.125e-02, eta: 9:49:23, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8125, loss_cls: 1.7886, loss: 1.7886 2020-07-01 02:12:31,155 - mmaction - INFO - Epoch [31][440/835] lr: 1.125e-02, eta: 9:49:10, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8292, loss_cls: 1.5645, loss: 1.5645 2020-07-01 02:12:43,310 - mmaction - INFO - Epoch [31][460/835] lr: 1.125e-02, eta: 9:48:58, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8917, loss_cls: 1.3216, loss: 1.3216 2020-07-01 02:12:55,474 - mmaction - INFO - Epoch [31][480/835] lr: 1.125e-02, eta: 9:48:46, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8292, loss_cls: 1.6674, loss: 1.6674 2020-07-01 02:13:07,566 - mmaction - INFO - Epoch [31][500/835] lr: 1.125e-02, eta: 9:48:33, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8083, loss_cls: 1.5783, loss: 1.5783 2020-07-01 02:13:19,704 - mmaction - INFO - Epoch [31][520/835] lr: 1.125e-02, eta: 9:48:21, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8333, loss_cls: 1.6282, loss: 1.6282 2020-07-01 02:13:31,781 - mmaction - INFO - Epoch [31][540/835] lr: 1.125e-02, eta: 9:48:09, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.6728, loss: 1.6728 2020-07-01 02:13:43,861 - mmaction - INFO - Epoch [31][560/835] lr: 1.125e-02, eta: 9:47:56, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.7833, loss_cls: 1.8172, loss: 1.8172 2020-07-01 02:13:55,942 - mmaction - INFO - Epoch [31][580/835] lr: 1.125e-02, eta: 9:47:44, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8333, loss_cls: 1.7532, loss: 1.7532 2020-07-01 02:14:08,062 - mmaction - INFO - Epoch [31][600/835] lr: 1.125e-02, eta: 9:47:31, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.6399, loss: 1.6399 2020-07-01 02:14:20,252 - mmaction - INFO - Epoch [31][620/835] lr: 1.125e-02, eta: 9:47:19, time: 0.610, data_time: 0.003, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8000, loss_cls: 1.6791, loss: 1.6791 2020-07-01 02:14:32,347 - mmaction - INFO - Epoch [31][640/835] lr: 1.125e-02, eta: 9:47:07, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5292, top5_acc: 0.7750, loss_cls: 2.0060, loss: 2.0060 2020-07-01 02:14:44,474 - mmaction - INFO - Epoch [31][660/835] lr: 1.125e-02, eta: 9:46:55, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5569, loss: 1.5569 2020-07-01 02:14:56,597 - mmaction - INFO - Epoch [31][680/835] lr: 1.125e-02, eta: 9:46:42, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7958, loss_cls: 1.7555, loss: 1.7555 2020-07-01 02:15:08,708 - mmaction - INFO - Epoch [31][700/835] lr: 1.125e-02, eta: 9:46:30, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8542, loss_cls: 1.6142, loss: 1.6142 2020-07-01 02:15:20,829 - mmaction - INFO - Epoch [31][720/835] lr: 1.125e-02, eta: 9:46:18, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8208, loss_cls: 1.6620, loss: 1.6620 2020-07-01 02:15:32,914 - mmaction - INFO - Epoch [31][740/835] lr: 1.125e-02, eta: 9:46:05, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8208, loss_cls: 1.6997, loss: 1.6997 2020-07-01 02:15:45,023 - mmaction - INFO - Epoch [31][760/835] lr: 1.125e-02, eta: 9:45:53, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8667, loss_cls: 1.5081, loss: 1.5081 2020-07-01 02:15:57,132 - mmaction - INFO - Epoch [31][780/835] lr: 1.125e-02, eta: 9:45:40, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8208, loss_cls: 1.5521, loss: 1.5521 2020-07-01 02:16:09,209 - mmaction - INFO - Epoch [31][800/835] lr: 1.125e-02, eta: 9:45:28, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5300, loss: 1.5300 2020-07-01 02:16:21,367 - mmaction - INFO - Epoch [31][820/835] lr: 1.125e-02, eta: 9:45:16, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8375, loss_cls: 1.5819, loss: 1.5819 2020-07-01 02:16:57,135 - mmaction - INFO - Epoch [32][20/835] lr: 1.125e-02, eta: 9:45:03, time: 1.264, data_time: 0.607, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8333, loss_cls: 1.5326, loss: 1.5326 2020-07-01 02:17:09,270 - mmaction - INFO - Epoch [32][40/835] lr: 1.125e-02, eta: 9:44:51, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8208, loss_cls: 1.5982, loss: 1.5982 2020-07-01 02:17:21,371 - mmaction - INFO - Epoch [32][60/835] lr: 1.125e-02, eta: 9:44:38, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5569, loss: 1.5569 2020-07-01 02:17:33,391 - mmaction - INFO - Epoch [32][80/835] lr: 1.125e-02, eta: 9:44:26, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8292, loss_cls: 1.5976, loss: 1.5976 2020-07-01 02:17:45,472 - mmaction - INFO - Epoch [32][100/835] lr: 1.125e-02, eta: 9:44:13, time: 0.603, data_time: 0.000, memory: 8344, top1_acc: 0.6250, top5_acc: 0.7958, loss_cls: 1.6935, loss: 1.6935 2020-07-01 02:17:57,602 - mmaction - INFO - Epoch [32][120/835] lr: 1.125e-02, eta: 9:44:01, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8375, loss_cls: 1.7119, loss: 1.7119 2020-07-01 02:18:09,724 - mmaction - INFO - Epoch [32][140/835] lr: 1.125e-02, eta: 9:43:49, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8208, loss_cls: 1.6989, loss: 1.6989 2020-07-01 02:18:21,793 - mmaction - INFO - Epoch [32][160/835] lr: 1.125e-02, eta: 9:43:36, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8292, loss_cls: 1.5895, loss: 1.5895 2020-07-01 02:18:33,886 - mmaction - INFO - Epoch [32][180/835] lr: 1.125e-02, eta: 9:43:24, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.6717, loss: 1.6717 2020-07-01 02:18:45,994 - mmaction - INFO - Epoch [32][200/835] lr: 1.125e-02, eta: 9:43:12, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8458, loss_cls: 1.5022, loss: 1.5022 2020-07-01 02:18:58,156 - mmaction - INFO - Epoch [32][220/835] lr: 1.125e-02, eta: 9:42:59, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.7750, loss_cls: 1.8630, loss: 1.8630 2020-07-01 02:19:10,245 - mmaction - INFO - Epoch [32][240/835] lr: 1.125e-02, eta: 9:42:47, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8375, loss_cls: 1.5248, loss: 1.5248 2020-07-01 02:19:22,338 - mmaction - INFO - Epoch [32][260/835] lr: 1.125e-02, eta: 9:42:35, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8292, loss_cls: 1.6227, loss: 1.6227 2020-07-01 02:19:34,517 - mmaction - INFO - Epoch [32][280/835] lr: 1.125e-02, eta: 9:42:22, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.8000, loss_cls: 1.8918, loss: 1.8918 2020-07-01 02:19:46,646 - mmaction - INFO - Epoch [32][300/835] lr: 1.125e-02, eta: 9:42:10, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8083, loss_cls: 1.7126, loss: 1.7126 2020-07-01 02:19:58,732 - mmaction - INFO - Epoch [32][320/835] lr: 1.125e-02, eta: 9:41:58, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8375, loss_cls: 1.5669, loss: 1.5669 2020-07-01 02:20:10,841 - mmaction - INFO - Epoch [32][340/835] lr: 1.125e-02, eta: 9:41:45, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6756, loss: 1.6756 2020-07-01 02:20:22,965 - mmaction - INFO - Epoch [32][360/835] lr: 1.125e-02, eta: 9:41:33, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8333, loss_cls: 1.6036, loss: 1.6036 2020-07-01 02:20:35,083 - mmaction - INFO - Epoch [32][380/835] lr: 1.125e-02, eta: 9:41:21, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8583, loss_cls: 1.5190, loss: 1.5190 2020-07-01 02:20:47,147 - mmaction - INFO - Epoch [32][400/835] lr: 1.125e-02, eta: 9:41:08, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7958, loss_cls: 1.8261, loss: 1.8261 2020-07-01 02:20:59,257 - mmaction - INFO - Epoch [32][420/835] lr: 1.125e-02, eta: 9:40:56, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.8000, loss_cls: 1.8060, loss: 1.8060 2020-07-01 02:21:11,421 - mmaction - INFO - Epoch [32][440/835] lr: 1.125e-02, eta: 9:40:43, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8042, loss_cls: 1.6349, loss: 1.6349 2020-07-01 02:21:23,546 - mmaction - INFO - Epoch [32][460/835] lr: 1.125e-02, eta: 9:40:31, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5333, top5_acc: 0.7625, loss_cls: 1.7728, loss: 1.7728 2020-07-01 02:21:35,661 - mmaction - INFO - Epoch [32][480/835] lr: 1.125e-02, eta: 9:40:19, time: 0.604, data_time: 0.000, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.6156, loss: 1.6156 2020-07-01 02:21:47,769 - mmaction - INFO - Epoch [32][500/835] lr: 1.125e-02, eta: 9:40:06, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8333, loss_cls: 1.5818, loss: 1.5818 2020-07-01 02:21:59,954 - mmaction - INFO - Epoch [32][520/835] lr: 1.125e-02, eta: 9:39:54, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7875, loss_cls: 1.8237, loss: 1.8237 2020-07-01 02:22:12,014 - mmaction - INFO - Epoch [32][540/835] lr: 1.125e-02, eta: 9:39:42, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7750, loss_cls: 1.8774, loss: 1.8774 2020-07-01 02:22:24,341 - mmaction - INFO - Epoch [32][560/835] lr: 1.125e-02, eta: 9:39:30, time: 0.616, data_time: 0.015, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8250, loss_cls: 1.6649, loss: 1.6649 2020-07-01 02:22:36,511 - mmaction - INFO - Epoch [32][580/835] lr: 1.125e-02, eta: 9:39:18, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.8083, loss_cls: 1.7845, loss: 1.7845 2020-07-01 02:22:48,650 - mmaction - INFO - Epoch [32][600/835] lr: 1.125e-02, eta: 9:39:05, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8042, loss_cls: 1.6544, loss: 1.6544 2020-07-01 02:23:00,845 - mmaction - INFO - Epoch [32][620/835] lr: 1.125e-02, eta: 9:38:53, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8333, loss_cls: 1.6323, loss: 1.6323 2020-07-01 02:23:12,941 - mmaction - INFO - Epoch [32][640/835] lr: 1.125e-02, eta: 9:38:41, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8333, loss_cls: 1.6550, loss: 1.6550 2020-07-01 02:23:25,053 - mmaction - INFO - Epoch [32][660/835] lr: 1.125e-02, eta: 9:38:28, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7833, loss_cls: 1.8517, loss: 1.8517 2020-07-01 02:23:37,199 - mmaction - INFO - Epoch [32][680/835] lr: 1.125e-02, eta: 9:38:16, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8042, loss_cls: 1.7013, loss: 1.7013 2020-07-01 02:23:49,295 - mmaction - INFO - Epoch [32][700/835] lr: 1.125e-02, eta: 9:38:04, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.7958, loss_cls: 1.7156, loss: 1.7156 2020-07-01 02:24:01,480 - mmaction - INFO - Epoch [32][720/835] lr: 1.125e-02, eta: 9:37:52, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8208, loss_cls: 1.8231, loss: 1.8231 2020-07-01 02:24:13,553 - mmaction - INFO - Epoch [32][740/835] lr: 1.125e-02, eta: 9:37:39, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8417, loss_cls: 1.5295, loss: 1.5295 2020-07-01 02:24:25,689 - mmaction - INFO - Epoch [32][760/835] lr: 1.125e-02, eta: 9:37:27, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.5885, loss: 1.5885 2020-07-01 02:24:37,828 - mmaction - INFO - Epoch [32][780/835] lr: 1.125e-02, eta: 9:37:15, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8250, loss_cls: 1.7145, loss: 1.7145 2020-07-01 02:24:49,977 - mmaction - INFO - Epoch [32][800/835] lr: 1.125e-02, eta: 9:37:02, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.6561, loss: 1.6561 2020-07-01 02:25:02,072 - mmaction - INFO - Epoch [32][820/835] lr: 1.125e-02, eta: 9:36:50, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8083, loss_cls: 1.6962, loss: 1.6962 2020-07-01 02:25:36,218 - mmaction - INFO - Epoch [33][20/835] lr: 1.125e-02, eta: 9:36:35, time: 1.217, data_time: 0.600, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8500, loss_cls: 1.4855, loss: 1.4855 2020-07-01 02:25:48,316 - mmaction - INFO - Epoch [33][40/835] lr: 1.125e-02, eta: 9:36:23, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8875, loss_cls: 1.3511, loss: 1.3511 2020-07-01 02:26:00,397 - mmaction - INFO - Epoch [33][60/835] lr: 1.125e-02, eta: 9:36:10, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7875, loss_cls: 1.7554, loss: 1.7554 2020-07-01 02:26:12,469 - mmaction - INFO - Epoch [33][80/835] lr: 1.125e-02, eta: 9:35:58, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.7875, loss_cls: 1.7012, loss: 1.7012 2020-07-01 02:26:24,590 - mmaction - INFO - Epoch [33][100/835] lr: 1.125e-02, eta: 9:35:45, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7417, loss_cls: 2.0558, loss: 2.0558 2020-07-01 02:26:36,750 - mmaction - INFO - Epoch [33][120/835] lr: 1.125e-02, eta: 9:35:33, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8167, loss_cls: 1.5477, loss: 1.5477 2020-07-01 02:26:48,845 - mmaction - INFO - Epoch [33][140/835] lr: 1.125e-02, eta: 9:35:21, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.8000, loss_cls: 1.7719, loss: 1.7719 2020-07-01 02:27:00,927 - mmaction - INFO - Epoch [33][160/835] lr: 1.125e-02, eta: 9:35:08, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8042, loss_cls: 1.7588, loss: 1.7588 2020-07-01 02:27:12,986 - mmaction - INFO - Epoch [33][180/835] lr: 1.125e-02, eta: 9:34:56, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8125, loss_cls: 1.6404, loss: 1.6404 2020-07-01 02:27:25,108 - mmaction - INFO - Epoch [33][200/835] lr: 1.125e-02, eta: 9:34:44, time: 0.605, data_time: 0.000, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8292, loss_cls: 1.6513, loss: 1.6513 2020-07-01 02:27:37,180 - mmaction - INFO - Epoch [33][220/835] lr: 1.125e-02, eta: 9:34:31, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8458, loss_cls: 1.5652, loss: 1.5652 2020-07-01 02:27:49,305 - mmaction - INFO - Epoch [33][240/835] lr: 1.125e-02, eta: 9:34:19, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8042, loss_cls: 1.6731, loss: 1.6731 2020-07-01 02:28:01,378 - mmaction - INFO - Epoch [33][260/835] lr: 1.125e-02, eta: 9:34:06, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8417, loss_cls: 1.5352, loss: 1.5352 2020-07-01 02:28:13,459 - mmaction - INFO - Epoch [33][280/835] lr: 1.125e-02, eta: 9:33:54, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7917, loss_cls: 1.8472, loss: 1.8472 2020-07-01 02:28:25,531 - mmaction - INFO - Epoch [33][300/835] lr: 1.125e-02, eta: 9:33:42, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7583, loss_cls: 1.8878, loss: 1.8878 2020-07-01 02:28:37,646 - mmaction - INFO - Epoch [33][320/835] lr: 1.125e-02, eta: 9:33:29, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8833, loss_cls: 1.5315, loss: 1.5315 2020-07-01 02:28:49,777 - mmaction - INFO - Epoch [33][340/835] lr: 1.125e-02, eta: 9:33:17, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8500, loss_cls: 1.4908, loss: 1.4908 2020-07-01 02:29:01,842 - mmaction - INFO - Epoch [33][360/835] lr: 1.125e-02, eta: 9:33:04, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7917, loss_cls: 1.8099, loss: 1.8099 2020-07-01 02:29:13,964 - mmaction - INFO - Epoch [33][380/835] lr: 1.125e-02, eta: 9:32:52, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8125, loss_cls: 1.5604, loss: 1.5604 2020-07-01 02:29:26,072 - mmaction - INFO - Epoch [33][400/835] lr: 1.125e-02, eta: 9:32:40, time: 0.605, data_time: 0.005, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8042, loss_cls: 1.6813, loss: 1.6813 2020-07-01 02:29:38,138 - mmaction - INFO - Epoch [33][420/835] lr: 1.125e-02, eta: 9:32:27, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8000, loss_cls: 1.7078, loss: 1.7078 2020-07-01 02:29:50,235 - mmaction - INFO - Epoch [33][440/835] lr: 1.125e-02, eta: 9:32:15, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8375, loss_cls: 1.5215, loss: 1.5215 2020-07-01 02:30:02,315 - mmaction - INFO - Epoch [33][460/835] lr: 1.125e-02, eta: 9:32:02, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8458, loss_cls: 1.5813, loss: 1.5813 2020-07-01 02:30:14,439 - mmaction - INFO - Epoch [33][480/835] lr: 1.125e-02, eta: 9:31:50, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8125, loss_cls: 1.6387, loss: 1.6387 2020-07-01 02:30:26,605 - mmaction - INFO - Epoch [33][500/835] lr: 1.125e-02, eta: 9:31:38, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.5533, loss: 1.5533 2020-07-01 02:30:38,783 - mmaction - INFO - Epoch [33][520/835] lr: 1.125e-02, eta: 9:31:26, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8750, loss_cls: 1.4765, loss: 1.4765 2020-07-01 02:30:50,908 - mmaction - INFO - Epoch [33][540/835] lr: 1.125e-02, eta: 9:31:13, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7917, loss_cls: 1.7285, loss: 1.7285 2020-07-01 02:31:02,973 - mmaction - INFO - Epoch [33][560/835] lr: 1.125e-02, eta: 9:31:01, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8042, loss_cls: 1.6902, loss: 1.6902 2020-07-01 02:31:14,996 - mmaction - INFO - Epoch [33][580/835] lr: 1.125e-02, eta: 9:30:48, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8208, loss_cls: 1.5117, loss: 1.5117 2020-07-01 02:31:27,118 - mmaction - INFO - Epoch [33][600/835] lr: 1.125e-02, eta: 9:30:36, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.7275, loss: 1.7275 2020-07-01 02:31:39,205 - mmaction - INFO - Epoch [33][620/835] lr: 1.125e-02, eta: 9:30:24, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8333, loss_cls: 1.5318, loss: 1.5318 2020-07-01 02:31:51,352 - mmaction - INFO - Epoch [33][640/835] lr: 1.125e-02, eta: 9:30:11, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8208, loss_cls: 1.7317, loss: 1.7317 2020-07-01 02:32:03,427 - mmaction - INFO - Epoch [33][660/835] lr: 1.125e-02, eta: 9:29:59, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8083, loss_cls: 1.6965, loss: 1.6965 2020-07-01 02:32:15,444 - mmaction - INFO - Epoch [33][680/835] lr: 1.125e-02, eta: 9:29:46, time: 0.600, data_time: 0.000, memory: 8344, top1_acc: 0.6458, top5_acc: 0.7792, loss_cls: 1.7860, loss: 1.7860 2020-07-01 02:32:27,517 - mmaction - INFO - Epoch [33][700/835] lr: 1.125e-02, eta: 9:29:34, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.5257, loss: 1.5257 2020-07-01 02:32:39,637 - mmaction - INFO - Epoch [33][720/835] lr: 1.125e-02, eta: 9:29:22, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.7958, loss_cls: 1.6183, loss: 1.6183 2020-07-01 02:32:51,772 - mmaction - INFO - Epoch [33][740/835] lr: 1.125e-02, eta: 9:29:09, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5083, top5_acc: 0.7667, loss_cls: 2.0604, loss: 2.0604 2020-07-01 02:33:03,887 - mmaction - INFO - Epoch [33][760/835] lr: 1.125e-02, eta: 9:28:57, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8125, loss_cls: 1.6686, loss: 1.6686 2020-07-01 02:33:16,010 - mmaction - INFO - Epoch [33][780/835] lr: 1.125e-02, eta: 9:28:45, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8292, loss_cls: 1.7633, loss: 1.7633 2020-07-01 02:33:28,095 - mmaction - INFO - Epoch [33][800/835] lr: 1.125e-02, eta: 9:28:32, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.6895, loss: 1.6895 2020-07-01 02:33:40,161 - mmaction - INFO - Epoch [33][820/835] lr: 1.125e-02, eta: 9:28:20, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.6030, loss: 1.6030 2020-07-01 02:34:15,409 - mmaction - INFO - Epoch [34][20/835] lr: 1.125e-02, eta: 9:28:07, time: 1.278, data_time: 0.660, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8167, loss_cls: 1.6958, loss: 1.6958 2020-07-01 02:34:27,445 - mmaction - INFO - Epoch [34][40/835] lr: 1.125e-02, eta: 9:27:55, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8042, loss_cls: 1.8022, loss: 1.8022 2020-07-01 02:34:39,513 - mmaction - INFO - Epoch [34][60/835] lr: 1.125e-02, eta: 9:27:42, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8042, loss_cls: 1.6449, loss: 1.6449 2020-07-01 02:34:51,609 - mmaction - INFO - Epoch [34][80/835] lr: 1.125e-02, eta: 9:27:30, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8083, loss_cls: 1.6385, loss: 1.6385 2020-07-01 02:35:03,854 - mmaction - INFO - Epoch [34][100/835] lr: 1.125e-02, eta: 9:27:18, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8292, loss_cls: 1.6490, loss: 1.6490 2020-07-01 02:35:16,067 - mmaction - INFO - Epoch [34][120/835] lr: 1.125e-02, eta: 9:27:06, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8500, loss_cls: 1.5149, loss: 1.5149 2020-07-01 02:35:28,182 - mmaction - INFO - Epoch [34][140/835] lr: 1.125e-02, eta: 9:26:53, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.6167, top5_acc: 0.7958, loss_cls: 1.5678, loss: 1.5678 2020-07-01 02:35:40,247 - mmaction - INFO - Epoch [34][160/835] lr: 1.125e-02, eta: 9:26:41, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8333, loss_cls: 1.6365, loss: 1.6365 2020-07-01 02:35:52,405 - mmaction - INFO - Epoch [34][180/835] lr: 1.125e-02, eta: 9:26:29, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8208, loss_cls: 1.5442, loss: 1.5442 2020-07-01 02:36:04,546 - mmaction - INFO - Epoch [34][200/835] lr: 1.125e-02, eta: 9:26:16, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8125, loss_cls: 1.6156, loss: 1.6156 2020-07-01 02:36:16,632 - mmaction - INFO - Epoch [34][220/835] lr: 1.125e-02, eta: 9:26:04, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8458, loss_cls: 1.5036, loss: 1.5036 2020-07-01 02:36:28,749 - mmaction - INFO - Epoch [34][240/835] lr: 1.125e-02, eta: 9:25:52, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8375, loss_cls: 1.5333, loss: 1.5333 2020-07-01 02:36:40,868 - mmaction - INFO - Epoch [34][260/835] lr: 1.125e-02, eta: 9:25:39, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8083, loss_cls: 1.6696, loss: 1.6696 2020-07-01 02:36:52,980 - mmaction - INFO - Epoch [34][280/835] lr: 1.125e-02, eta: 9:25:27, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8125, loss_cls: 1.6451, loss: 1.6451 2020-07-01 02:37:05,116 - mmaction - INFO - Epoch [34][300/835] lr: 1.125e-02, eta: 9:25:15, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8417, loss_cls: 1.6137, loss: 1.6137 2020-07-01 02:37:17,256 - mmaction - INFO - Epoch [34][320/835] lr: 1.125e-02, eta: 9:25:02, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.6171, loss: 1.6171 2020-07-01 02:37:29,394 - mmaction - INFO - Epoch [34][340/835] lr: 1.125e-02, eta: 9:24:50, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8458, loss_cls: 1.4358, loss: 1.4358 2020-07-01 02:37:41,449 - mmaction - INFO - Epoch [34][360/835] lr: 1.125e-02, eta: 9:24:38, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8042, loss_cls: 1.6290, loss: 1.6290 2020-07-01 02:37:53,544 - mmaction - INFO - Epoch [34][380/835] lr: 1.125e-02, eta: 9:24:25, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8458, loss_cls: 1.4898, loss: 1.4898 2020-07-01 02:38:05,686 - mmaction - INFO - Epoch [34][400/835] lr: 1.125e-02, eta: 9:24:13, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8875, loss_cls: 1.4100, loss: 1.4100 2020-07-01 02:38:17,849 - mmaction - INFO - Epoch [34][420/835] lr: 1.125e-02, eta: 9:24:01, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8083, loss_cls: 1.5858, loss: 1.5858 2020-07-01 02:38:29,956 - mmaction - INFO - Epoch [34][440/835] lr: 1.125e-02, eta: 9:23:48, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8500, loss_cls: 1.5214, loss: 1.5214 2020-07-01 02:38:42,053 - mmaction - INFO - Epoch [34][460/835] lr: 1.125e-02, eta: 9:23:36, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7750, loss_cls: 1.8521, loss: 1.8521 2020-07-01 02:38:54,149 - mmaction - INFO - Epoch [34][480/835] lr: 1.125e-02, eta: 9:23:24, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5167, top5_acc: 0.7917, loss_cls: 1.8820, loss: 1.8820 2020-07-01 02:39:06,340 - mmaction - INFO - Epoch [34][500/835] lr: 1.125e-02, eta: 9:23:11, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8083, loss_cls: 1.7154, loss: 1.7154 2020-07-01 02:39:18,481 - mmaction - INFO - Epoch [34][520/835] lr: 1.125e-02, eta: 9:22:59, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8167, loss_cls: 1.6650, loss: 1.6650 2020-07-01 02:39:30,589 - mmaction - INFO - Epoch [34][540/835] lr: 1.125e-02, eta: 9:22:47, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8167, loss_cls: 1.7211, loss: 1.7211 2020-07-01 02:39:42,661 - mmaction - INFO - Epoch [34][560/835] lr: 1.125e-02, eta: 9:22:34, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5488, loss: 1.5488 2020-07-01 02:39:54,793 - mmaction - INFO - Epoch [34][580/835] lr: 1.125e-02, eta: 9:22:22, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8417, loss_cls: 1.5362, loss: 1.5362 2020-07-01 02:40:06,879 - mmaction - INFO - Epoch [34][600/835] lr: 1.125e-02, eta: 9:22:10, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8167, loss_cls: 1.6394, loss: 1.6394 2020-07-01 02:40:18,968 - mmaction - INFO - Epoch [34][620/835] lr: 1.125e-02, eta: 9:21:57, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8125, loss_cls: 1.6535, loss: 1.6535 2020-07-01 02:40:31,237 - mmaction - INFO - Epoch [34][640/835] lr: 1.125e-02, eta: 9:21:45, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8208, loss_cls: 1.6776, loss: 1.6776 2020-07-01 02:40:43,303 - mmaction - INFO - Epoch [34][660/835] lr: 1.125e-02, eta: 9:21:33, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7958, loss_cls: 1.8113, loss: 1.8113 2020-07-01 02:40:55,426 - mmaction - INFO - Epoch [34][680/835] lr: 1.125e-02, eta: 9:21:20, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.6375, top5_acc: 0.7958, loss_cls: 1.6115, loss: 1.6115 2020-07-01 02:41:07,442 - mmaction - INFO - Epoch [34][700/835] lr: 1.125e-02, eta: 9:21:08, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8208, loss_cls: 1.7284, loss: 1.7284 2020-07-01 02:41:19,553 - mmaction - INFO - Epoch [34][720/835] lr: 1.125e-02, eta: 9:20:56, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5414, loss: 1.5414 2020-07-01 02:41:31,687 - mmaction - INFO - Epoch [34][740/835] lr: 1.125e-02, eta: 9:20:43, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.8167, loss_cls: 1.8735, loss: 1.8735 2020-07-01 02:41:43,831 - mmaction - INFO - Epoch [34][760/835] lr: 1.125e-02, eta: 9:20:31, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8333, loss_cls: 1.6911, loss: 1.6911 2020-07-01 02:41:55,957 - mmaction - INFO - Epoch [34][780/835] lr: 1.125e-02, eta: 9:20:19, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8125, loss_cls: 1.6193, loss: 1.6193 2020-07-01 02:42:08,035 - mmaction - INFO - Epoch [34][800/835] lr: 1.125e-02, eta: 9:20:06, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8250, loss_cls: 1.7011, loss: 1.7011 2020-07-01 02:42:20,081 - mmaction - INFO - Epoch [34][820/835] lr: 1.125e-02, eta: 9:19:54, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5583, top5_acc: 0.8250, loss_cls: 1.6400, loss: 1.6400 2020-07-01 02:42:54,987 - mmaction - INFO - Epoch [35][20/835] lr: 1.125e-02, eta: 9:19:40, time: 1.263, data_time: 0.553, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.4881, loss: 1.4881 2020-07-01 02:43:07,115 - mmaction - INFO - Epoch [35][40/835] lr: 1.125e-02, eta: 9:19:28, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8417, loss_cls: 1.4718, loss: 1.4718 2020-07-01 02:43:19,246 - mmaction - INFO - Epoch [35][60/835] lr: 1.125e-02, eta: 9:19:15, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8083, loss_cls: 1.6872, loss: 1.6872 2020-07-01 02:43:31,377 - mmaction - INFO - Epoch [35][80/835] lr: 1.125e-02, eta: 9:19:03, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8292, loss_cls: 1.5432, loss: 1.5432 2020-07-01 02:43:43,466 - mmaction - INFO - Epoch [35][100/835] lr: 1.125e-02, eta: 9:18:51, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.7993, loss: 1.7993 2020-07-01 02:43:55,538 - mmaction - INFO - Epoch [35][120/835] lr: 1.125e-02, eta: 9:18:38, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8167, loss_cls: 1.6501, loss: 1.6501 2020-07-01 02:44:07,667 - mmaction - INFO - Epoch [35][140/835] lr: 1.125e-02, eta: 9:18:26, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8583, loss_cls: 1.5325, loss: 1.5325 2020-07-01 02:44:19,693 - mmaction - INFO - Epoch [35][160/835] lr: 1.125e-02, eta: 9:18:14, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8125, loss_cls: 1.5023, loss: 1.5023 2020-07-01 02:44:31,741 - mmaction - INFO - Epoch [35][180/835] lr: 1.125e-02, eta: 9:18:01, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8417, loss_cls: 1.4773, loss: 1.4773 2020-07-01 02:44:43,848 - mmaction - INFO - Epoch [35][200/835] lr: 1.125e-02, eta: 9:17:49, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8333, loss_cls: 1.5656, loss: 1.5656 2020-07-01 02:44:55,954 - mmaction - INFO - Epoch [35][220/835] lr: 1.125e-02, eta: 9:17:36, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5792, top5_acc: 0.8292, loss_cls: 1.6359, loss: 1.6359 2020-07-01 02:45:08,093 - mmaction - INFO - Epoch [35][240/835] lr: 1.125e-02, eta: 9:17:24, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8167, loss_cls: 1.7206, loss: 1.7206 2020-07-01 02:45:20,151 - mmaction - INFO - Epoch [35][260/835] lr: 1.125e-02, eta: 9:17:12, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8500, loss_cls: 1.4989, loss: 1.4989 2020-07-01 02:45:32,271 - mmaction - INFO - Epoch [35][280/835] lr: 1.125e-02, eta: 9:16:59, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5417, top5_acc: 0.8042, loss_cls: 1.8146, loss: 1.8146 2020-07-01 02:45:44,408 - mmaction - INFO - Epoch [35][300/835] lr: 1.125e-02, eta: 9:16:47, time: 0.609, data_time: 0.003, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8292, loss_cls: 1.6186, loss: 1.6186 2020-07-01 02:45:56,560 - mmaction - INFO - Epoch [35][320/835] lr: 1.125e-02, eta: 9:16:35, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8583, loss_cls: 1.5439, loss: 1.5439 2020-07-01 02:46:08,715 - mmaction - INFO - Epoch [35][340/835] lr: 1.125e-02, eta: 9:16:22, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8083, loss_cls: 1.7753, loss: 1.7753 2020-07-01 02:46:20,777 - mmaction - INFO - Epoch [35][360/835] lr: 1.125e-02, eta: 9:16:10, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8500, loss_cls: 1.4141, loss: 1.4141 2020-07-01 02:46:32,931 - mmaction - INFO - Epoch [35][380/835] lr: 1.125e-02, eta: 9:15:58, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8458, loss_cls: 1.5198, loss: 1.5198 2020-07-01 02:46:45,076 - mmaction - INFO - Epoch [35][400/835] lr: 1.125e-02, eta: 9:15:46, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8292, loss_cls: 1.4968, loss: 1.4968 2020-07-01 02:46:57,167 - mmaction - INFO - Epoch [35][420/835] lr: 1.125e-02, eta: 9:15:33, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8292, loss_cls: 1.6997, loss: 1.6997 2020-07-01 02:47:09,247 - mmaction - INFO - Epoch [35][440/835] lr: 1.125e-02, eta: 9:15:21, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5583, top5_acc: 0.7875, loss_cls: 1.7591, loss: 1.7591 2020-07-01 02:47:21,309 - mmaction - INFO - Epoch [35][460/835] lr: 1.125e-02, eta: 9:15:08, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.2717, loss: 1.2717 2020-07-01 02:47:33,373 - mmaction - INFO - Epoch [35][480/835] lr: 1.125e-02, eta: 9:14:56, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8375, loss_cls: 1.4634, loss: 1.4634 2020-07-01 02:47:45,471 - mmaction - INFO - Epoch [35][500/835] lr: 1.125e-02, eta: 9:14:43, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8458, loss_cls: 1.5820, loss: 1.5820 2020-07-01 02:47:57,538 - mmaction - INFO - Epoch [35][520/835] lr: 1.125e-02, eta: 9:14:31, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8000, loss_cls: 1.7915, loss: 1.7915 2020-07-01 02:48:09,610 - mmaction - INFO - Epoch [35][540/835] lr: 1.125e-02, eta: 9:14:19, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8208, loss_cls: 1.5741, loss: 1.5741 2020-07-01 02:48:21,665 - mmaction - INFO - Epoch [35][560/835] lr: 1.125e-02, eta: 9:14:06, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8042, loss_cls: 1.6792, loss: 1.6792 2020-07-01 02:48:33,711 - mmaction - INFO - Epoch [35][580/835] lr: 1.125e-02, eta: 9:13:54, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7792, loss_cls: 1.7922, loss: 1.7922 2020-07-01 02:48:45,848 - mmaction - INFO - Epoch [35][600/835] lr: 1.125e-02, eta: 9:13:41, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8292, loss_cls: 1.5235, loss: 1.5235 2020-07-01 02:48:57,943 - mmaction - INFO - Epoch [35][620/835] lr: 1.125e-02, eta: 9:13:29, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7958, loss_cls: 1.6495, loss: 1.6495 2020-07-01 02:49:10,016 - mmaction - INFO - Epoch [35][640/835] lr: 1.125e-02, eta: 9:13:17, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8208, loss_cls: 1.6241, loss: 1.6241 2020-07-01 02:49:22,167 - mmaction - INFO - Epoch [35][660/835] lr: 1.125e-02, eta: 9:13:04, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8417, loss_cls: 1.5483, loss: 1.5483 2020-07-01 02:49:34,303 - mmaction - INFO - Epoch [35][680/835] lr: 1.125e-02, eta: 9:12:52, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8083, loss_cls: 1.6537, loss: 1.6537 2020-07-01 02:49:46,427 - mmaction - INFO - Epoch [35][700/835] lr: 1.125e-02, eta: 9:12:40, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8542, loss_cls: 1.4756, loss: 1.4756 2020-07-01 02:49:58,535 - mmaction - INFO - Epoch [35][720/835] lr: 1.125e-02, eta: 9:12:27, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7875, loss_cls: 1.7160, loss: 1.7160 2020-07-01 02:50:10,611 - mmaction - INFO - Epoch [35][740/835] lr: 1.125e-02, eta: 9:12:15, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8125, loss_cls: 1.6745, loss: 1.6745 2020-07-01 02:50:22,705 - mmaction - INFO - Epoch [35][760/835] lr: 1.125e-02, eta: 9:12:03, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8250, loss_cls: 1.5480, loss: 1.5480 2020-07-01 02:50:34,822 - mmaction - INFO - Epoch [35][780/835] lr: 1.125e-02, eta: 9:11:50, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7958, loss_cls: 1.7842, loss: 1.7842 2020-07-01 02:50:46,935 - mmaction - INFO - Epoch [35][800/835] lr: 1.125e-02, eta: 9:11:38, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8208, loss_cls: 1.6745, loss: 1.6745 2020-07-01 02:50:59,058 - mmaction - INFO - Epoch [35][820/835] lr: 1.125e-02, eta: 9:11:26, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7958, loss_cls: 1.8254, loss: 1.8254 2020-07-01 02:51:08,696 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-01 02:51:42,787 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 02:51:43,722 - mmaction - INFO - top1_acc 0.6464 top5_acc 0.8600 2020-07-01 02:51:43,722 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 02:51:43,772 - mmaction - INFO - mean_acc 0.6463 2020-07-01 02:51:43,780 - mmaction - INFO - Epoch [35][835/835] lr: 1.125e-02, top1_acc: 0.6464, top5_acc: 0.8600, mean_class_accuracy: 0.6463 2020-07-01 02:52:05,397 - mmaction - INFO - Epoch [36][20/835] lr: 1.125e-02, eta: 9:11:05, time: 1.080, data_time: 0.461, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8625, loss_cls: 1.5081, loss: 1.5081 2020-07-01 02:52:17,442 - mmaction - INFO - Epoch [36][40/835] lr: 1.125e-02, eta: 9:10:52, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8167, loss_cls: 1.7060, loss: 1.7060 2020-07-01 02:52:29,512 - mmaction - INFO - Epoch [36][60/835] lr: 1.125e-02, eta: 9:10:40, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8542, loss_cls: 1.5775, loss: 1.5775 2020-07-01 02:52:41,606 - mmaction - INFO - Epoch [36][80/835] lr: 1.125e-02, eta: 9:10:28, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8000, loss_cls: 1.6153, loss: 1.6153 2020-07-01 02:52:53,759 - mmaction - INFO - Epoch [36][100/835] lr: 1.125e-02, eta: 9:10:15, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8167, loss_cls: 1.5051, loss: 1.5051 2020-07-01 02:53:05,879 - mmaction - INFO - Epoch [36][120/835] lr: 1.125e-02, eta: 9:10:03, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8333, loss_cls: 1.6071, loss: 1.6071 2020-07-01 02:53:18,044 - mmaction - INFO - Epoch [36][140/835] lr: 1.125e-02, eta: 9:09:51, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7750, loss_cls: 1.8236, loss: 1.8236 2020-07-01 02:53:30,168 - mmaction - INFO - Epoch [36][160/835] lr: 1.125e-02, eta: 9:09:39, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8292, loss_cls: 1.6360, loss: 1.6360 2020-07-01 02:53:42,264 - mmaction - INFO - Epoch [36][180/835] lr: 1.125e-02, eta: 9:09:26, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8625, loss_cls: 1.4172, loss: 1.4172 2020-07-01 02:53:54,331 - mmaction - INFO - Epoch [36][200/835] lr: 1.125e-02, eta: 9:09:14, time: 0.602, data_time: 0.000, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4318, loss: 1.4318 2020-07-01 02:54:06,432 - mmaction - INFO - Epoch [36][220/835] lr: 1.125e-02, eta: 9:09:01, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8208, loss_cls: 1.6649, loss: 1.6649 2020-07-01 02:54:18,534 - mmaction - INFO - Epoch [36][240/835] lr: 1.125e-02, eta: 9:08:49, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8083, loss_cls: 1.5636, loss: 1.5636 2020-07-01 02:54:30,725 - mmaction - INFO - Epoch [36][260/835] lr: 1.125e-02, eta: 9:08:37, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8208, loss_cls: 1.5517, loss: 1.5517 2020-07-01 02:54:42,876 - mmaction - INFO - Epoch [36][280/835] lr: 1.125e-02, eta: 9:08:25, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8583, loss_cls: 1.4344, loss: 1.4344 2020-07-01 02:54:54,998 - mmaction - INFO - Epoch [36][300/835] lr: 1.125e-02, eta: 9:08:12, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8292, loss_cls: 1.5979, loss: 1.5979 2020-07-01 02:55:07,086 - mmaction - INFO - Epoch [36][320/835] lr: 1.125e-02, eta: 9:08:00, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8458, loss_cls: 1.5916, loss: 1.5916 2020-07-01 02:55:19,163 - mmaction - INFO - Epoch [36][340/835] lr: 1.125e-02, eta: 9:07:48, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8083, loss_cls: 1.6937, loss: 1.6937 2020-07-01 02:55:31,238 - mmaction - INFO - Epoch [36][360/835] lr: 1.125e-02, eta: 9:07:35, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8583, loss_cls: 1.5579, loss: 1.5579 2020-07-01 02:55:43,309 - mmaction - INFO - Epoch [36][380/835] lr: 1.125e-02, eta: 9:07:23, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8458, loss_cls: 1.4480, loss: 1.4480 2020-07-01 02:55:55,354 - mmaction - INFO - Epoch [36][400/835] lr: 1.125e-02, eta: 9:07:10, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8333, loss_cls: 1.5994, loss: 1.5994 2020-07-01 02:56:07,484 - mmaction - INFO - Epoch [36][420/835] lr: 1.125e-02, eta: 9:06:58, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8875, loss_cls: 1.2389, loss: 1.2389 2020-07-01 02:56:19,639 - mmaction - INFO - Epoch [36][440/835] lr: 1.125e-02, eta: 9:06:46, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8583, loss_cls: 1.4637, loss: 1.4637 2020-07-01 02:56:31,823 - mmaction - INFO - Epoch [36][460/835] lr: 1.125e-02, eta: 9:06:34, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8042, loss_cls: 1.7853, loss: 1.7853 2020-07-01 02:56:43,993 - mmaction - INFO - Epoch [36][480/835] lr: 1.125e-02, eta: 9:06:21, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7833, loss_cls: 1.7352, loss: 1.7352 2020-07-01 02:56:56,107 - mmaction - INFO - Epoch [36][500/835] lr: 1.125e-02, eta: 9:06:09, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.7875, loss_cls: 1.7149, loss: 1.7149 2020-07-01 02:57:08,244 - mmaction - INFO - Epoch [36][520/835] lr: 1.125e-02, eta: 9:05:57, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8208, loss_cls: 1.6556, loss: 1.6556 2020-07-01 02:57:20,312 - mmaction - INFO - Epoch [36][540/835] lr: 1.125e-02, eta: 9:05:44, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8583, loss_cls: 1.5325, loss: 1.5325 2020-07-01 02:57:32,425 - mmaction - INFO - Epoch [36][560/835] lr: 1.125e-02, eta: 9:05:32, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4943, loss: 1.4943 2020-07-01 02:57:44,614 - mmaction - INFO - Epoch [36][580/835] lr: 1.125e-02, eta: 9:05:20, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.4216, loss: 1.4216 2020-07-01 02:57:56,792 - mmaction - INFO - Epoch [36][600/835] lr: 1.125e-02, eta: 9:05:08, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8042, loss_cls: 1.6634, loss: 1.6634 2020-07-01 02:58:08,977 - mmaction - INFO - Epoch [36][620/835] lr: 1.125e-02, eta: 9:04:55, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8208, loss_cls: 1.6426, loss: 1.6426 2020-07-01 02:58:21,111 - mmaction - INFO - Epoch [36][640/835] lr: 1.125e-02, eta: 9:04:43, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8208, loss_cls: 1.6499, loss: 1.6499 2020-07-01 02:58:33,179 - mmaction - INFO - Epoch [36][660/835] lr: 1.125e-02, eta: 9:04:31, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8333, loss_cls: 1.4637, loss: 1.4637 2020-07-01 02:58:45,302 - mmaction - INFO - Epoch [36][680/835] lr: 1.125e-02, eta: 9:04:19, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8083, loss_cls: 1.7860, loss: 1.7860 2020-07-01 02:58:57,407 - mmaction - INFO - Epoch [36][700/835] lr: 1.125e-02, eta: 9:04:06, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.7917, loss_cls: 1.7570, loss: 1.7570 2020-07-01 02:59:09,519 - mmaction - INFO - Epoch [36][720/835] lr: 1.125e-02, eta: 9:03:54, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7792, loss_cls: 1.9381, loss: 1.9381 2020-07-01 02:59:21,667 - mmaction - INFO - Epoch [36][740/835] lr: 1.125e-02, eta: 9:03:42, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8333, loss_cls: 1.6249, loss: 1.6249 2020-07-01 02:59:33,838 - mmaction - INFO - Epoch [36][760/835] lr: 1.125e-02, eta: 9:03:29, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8375, loss_cls: 1.6748, loss: 1.6748 2020-07-01 02:59:45,890 - mmaction - INFO - Epoch [36][780/835] lr: 1.125e-02, eta: 9:03:17, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8333, loss_cls: 1.7041, loss: 1.7041 2020-07-01 02:59:58,017 - mmaction - INFO - Epoch [36][800/835] lr: 1.125e-02, eta: 9:03:05, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7833, loss_cls: 1.7378, loss: 1.7378 2020-07-01 03:00:11,075 - mmaction - INFO - Epoch [36][820/835] lr: 1.125e-02, eta: 9:02:54, time: 0.652, data_time: 0.001, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8208, loss_cls: 1.7805, loss: 1.7805 2020-07-01 03:00:56,373 - mmaction - INFO - Epoch [37][20/835] lr: 1.125e-02, eta: 9:02:50, time: 1.548, data_time: 0.951, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8333, loss_cls: 1.6601, loss: 1.6601 2020-07-01 03:01:08,244 - mmaction - INFO - Epoch [37][40/835] lr: 1.125e-02, eta: 9:02:37, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8458, loss_cls: 1.5257, loss: 1.5257 2020-07-01 03:01:20,116 - mmaction - INFO - Epoch [37][60/835] lr: 1.125e-02, eta: 9:02:24, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8167, loss_cls: 1.6758, loss: 1.6758 2020-07-01 03:01:32,011 - mmaction - INFO - Epoch [37][80/835] lr: 1.125e-02, eta: 9:02:11, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8000, loss_cls: 1.7002, loss: 1.7002 2020-07-01 03:01:43,895 - mmaction - INFO - Epoch [37][100/835] lr: 1.125e-02, eta: 9:01:59, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8083, loss_cls: 1.7181, loss: 1.7181 2020-07-01 03:01:55,788 - mmaction - INFO - Epoch [37][120/835] lr: 1.125e-02, eta: 9:01:46, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8250, loss_cls: 1.7752, loss: 1.7752 2020-07-01 03:02:07,722 - mmaction - INFO - Epoch [37][140/835] lr: 1.125e-02, eta: 9:01:33, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8542, loss_cls: 1.5181, loss: 1.5181 2020-07-01 03:02:19,616 - mmaction - INFO - Epoch [37][160/835] lr: 1.125e-02, eta: 9:01:21, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.8083, loss_cls: 1.8013, loss: 1.8013 2020-07-01 03:02:31,467 - mmaction - INFO - Epoch [37][180/835] lr: 1.125e-02, eta: 9:01:08, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8292, loss_cls: 1.5016, loss: 1.5016 2020-07-01 03:02:43,316 - mmaction - INFO - Epoch [37][200/835] lr: 1.125e-02, eta: 9:00:55, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8125, loss_cls: 1.6507, loss: 1.6507 2020-07-01 03:02:55,214 - mmaction - INFO - Epoch [37][220/835] lr: 1.125e-02, eta: 9:00:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8750, loss_cls: 1.3648, loss: 1.3648 2020-07-01 03:03:07,098 - mmaction - INFO - Epoch [37][240/835] lr: 1.125e-02, eta: 9:00:30, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8000, loss_cls: 1.7512, loss: 1.7512 2020-07-01 03:03:19,001 - mmaction - INFO - Epoch [37][260/835] lr: 1.125e-02, eta: 9:00:17, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5458, top5_acc: 0.8000, loss_cls: 1.8102, loss: 1.8102 2020-07-01 03:03:30,950 - mmaction - INFO - Epoch [37][280/835] lr: 1.125e-02, eta: 9:00:04, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8417, loss_cls: 1.4128, loss: 1.4128 2020-07-01 03:03:42,903 - mmaction - INFO - Epoch [37][300/835] lr: 1.125e-02, eta: 8:59:52, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8042, loss_cls: 1.6969, loss: 1.6969 2020-07-01 03:03:54,760 - mmaction - INFO - Epoch [37][320/835] lr: 1.125e-02, eta: 8:59:39, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8042, loss_cls: 1.7026, loss: 1.7026 2020-07-01 03:04:06,683 - mmaction - INFO - Epoch [37][340/835] lr: 1.125e-02, eta: 8:59:26, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8542, loss_cls: 1.4501, loss: 1.4501 2020-07-01 03:04:18,656 - mmaction - INFO - Epoch [37][360/835] lr: 1.125e-02, eta: 8:59:14, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7833, loss_cls: 1.8093, loss: 1.8093 2020-07-01 03:04:30,501 - mmaction - INFO - Epoch [37][380/835] lr: 1.125e-02, eta: 8:59:01, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8208, loss_cls: 1.6828, loss: 1.6828 2020-07-01 03:04:42,414 - mmaction - INFO - Epoch [37][400/835] lr: 1.125e-02, eta: 8:58:48, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4676, loss: 1.4676 2020-07-01 03:04:54,316 - mmaction - INFO - Epoch [37][420/835] lr: 1.125e-02, eta: 8:58:36, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8250, loss_cls: 1.6316, loss: 1.6316 2020-07-01 03:05:06,174 - mmaction - INFO - Epoch [37][440/835] lr: 1.125e-02, eta: 8:58:23, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8125, loss_cls: 1.6113, loss: 1.6113 2020-07-01 03:05:18,334 - mmaction - INFO - Epoch [37][460/835] lr: 1.125e-02, eta: 8:58:10, time: 0.607, data_time: 0.014, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8458, loss_cls: 1.5771, loss: 1.5771 2020-07-01 03:05:30,273 - mmaction - INFO - Epoch [37][480/835] lr: 1.125e-02, eta: 8:57:58, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7958, loss_cls: 1.7362, loss: 1.7362 2020-07-01 03:05:42,221 - mmaction - INFO - Epoch [37][500/835] lr: 1.125e-02, eta: 8:57:45, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7792, loss_cls: 1.8636, loss: 1.8636 2020-07-01 03:05:54,228 - mmaction - INFO - Epoch [37][520/835] lr: 1.125e-02, eta: 8:57:33, time: 0.600, data_time: 0.010, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8458, loss_cls: 1.5931, loss: 1.5931 2020-07-01 03:06:06,186 - mmaction - INFO - Epoch [37][540/835] lr: 1.125e-02, eta: 8:57:20, time: 0.598, data_time: 0.010, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8458, loss_cls: 1.6132, loss: 1.6132 2020-07-01 03:06:18,254 - mmaction - INFO - Epoch [37][560/835] lr: 1.125e-02, eta: 8:57:08, time: 0.605, data_time: 0.012, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8208, loss_cls: 1.7002, loss: 1.7002 2020-07-01 03:06:30,206 - mmaction - INFO - Epoch [37][580/835] lr: 1.125e-02, eta: 8:56:55, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8208, loss_cls: 1.8055, loss: 1.8055 2020-07-01 03:06:42,274 - mmaction - INFO - Epoch [37][600/835] lr: 1.125e-02, eta: 8:56:43, time: 0.602, data_time: 0.011, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.6448, loss: 1.6448 2020-07-01 03:06:54,160 - mmaction - INFO - Epoch [37][620/835] lr: 1.125e-02, eta: 8:56:30, time: 0.595, data_time: 0.006, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8333, loss_cls: 1.5741, loss: 1.5741 2020-07-01 03:07:06,196 - mmaction - INFO - Epoch [37][640/835] lr: 1.125e-02, eta: 8:56:18, time: 0.602, data_time: 0.012, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3627, loss: 1.3627 2020-07-01 03:07:18,450 - mmaction - INFO - Epoch [37][660/835] lr: 1.125e-02, eta: 8:56:06, time: 0.611, data_time: 0.020, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8458, loss_cls: 1.6055, loss: 1.6055 2020-07-01 03:07:30,396 - mmaction - INFO - Epoch [37][680/835] lr: 1.125e-02, eta: 8:55:53, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8333, loss_cls: 1.6712, loss: 1.6712 2020-07-01 03:07:42,275 - mmaction - INFO - Epoch [37][700/835] lr: 1.125e-02, eta: 8:55:40, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8125, loss_cls: 1.6028, loss: 1.6028 2020-07-01 03:07:54,205 - mmaction - INFO - Epoch [37][720/835] lr: 1.125e-02, eta: 8:55:28, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.7833, loss_cls: 1.8029, loss: 1.8029 2020-07-01 03:08:06,190 - mmaction - INFO - Epoch [37][740/835] lr: 1.125e-02, eta: 8:55:15, time: 0.600, data_time: 0.011, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8458, loss_cls: 1.5307, loss: 1.5307 2020-07-01 03:08:18,260 - mmaction - INFO - Epoch [37][760/835] lr: 1.125e-02, eta: 8:55:03, time: 0.603, data_time: 0.011, memory: 8344, top1_acc: 0.5125, top5_acc: 0.7875, loss_cls: 1.9247, loss: 1.9247 2020-07-01 03:08:30,175 - mmaction - INFO - Epoch [37][780/835] lr: 1.125e-02, eta: 8:54:50, time: 0.596, data_time: 0.006, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0860, loss: 2.0860 2020-07-01 03:08:42,129 - mmaction - INFO - Epoch [37][800/835] lr: 1.125e-02, eta: 8:54:37, time: 0.599, data_time: 0.007, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8042, loss_cls: 1.7660, loss: 1.7660 2020-07-01 03:08:54,066 - mmaction - INFO - Epoch [37][820/835] lr: 1.125e-02, eta: 8:54:25, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.8540, loss: 1.8540 2020-07-01 03:09:27,649 - mmaction - INFO - Epoch [38][20/835] lr: 1.125e-02, eta: 8:54:08, time: 1.202, data_time: 0.608, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8083, loss_cls: 1.7129, loss: 1.7129 2020-07-01 03:09:39,461 - mmaction - INFO - Epoch [38][40/835] lr: 1.125e-02, eta: 8:53:55, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.6583, loss: 1.6583 2020-07-01 03:09:51,264 - mmaction - INFO - Epoch [38][60/835] lr: 1.125e-02, eta: 8:53:42, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8458, loss_cls: 1.5921, loss: 1.5921 2020-07-01 03:10:03,158 - mmaction - INFO - Epoch [38][80/835] lr: 1.125e-02, eta: 8:53:30, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8125, loss_cls: 1.6769, loss: 1.6769 2020-07-01 03:10:15,064 - mmaction - INFO - Epoch [38][100/835] lr: 1.125e-02, eta: 8:53:17, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7726, loss: 1.7726 2020-07-01 03:10:26,927 - mmaction - INFO - Epoch [38][120/835] lr: 1.125e-02, eta: 8:53:04, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8250, loss_cls: 1.7238, loss: 1.7238 2020-07-01 03:10:38,789 - mmaction - INFO - Epoch [38][140/835] lr: 1.125e-02, eta: 8:52:52, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.6168, loss: 1.6168 2020-07-01 03:10:50,762 - mmaction - INFO - Epoch [38][160/835] lr: 1.125e-02, eta: 8:52:39, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.7958, loss_cls: 1.6559, loss: 1.6559 2020-07-01 03:11:02,721 - mmaction - INFO - Epoch [38][180/835] lr: 1.125e-02, eta: 8:52:26, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8125, loss_cls: 1.6444, loss: 1.6444 2020-07-01 03:11:14,656 - mmaction - INFO - Epoch [38][200/835] lr: 1.125e-02, eta: 8:52:14, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8083, loss_cls: 1.5600, loss: 1.5600 2020-07-01 03:11:26,608 - mmaction - INFO - Epoch [38][220/835] lr: 1.125e-02, eta: 8:52:01, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8583, loss_cls: 1.4147, loss: 1.4147 2020-07-01 03:11:38,515 - mmaction - INFO - Epoch [38][240/835] lr: 1.125e-02, eta: 8:51:49, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8083, loss_cls: 1.5756, loss: 1.5756 2020-07-01 03:11:50,440 - mmaction - INFO - Epoch [38][260/835] lr: 1.125e-02, eta: 8:51:36, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8375, loss_cls: 1.7123, loss: 1.7123 2020-07-01 03:12:02,375 - mmaction - INFO - Epoch [38][280/835] lr: 1.125e-02, eta: 8:51:23, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8417, loss_cls: 1.4689, loss: 1.4689 2020-07-01 03:12:14,286 - mmaction - INFO - Epoch [38][300/835] lr: 1.125e-02, eta: 8:51:11, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8167, loss_cls: 1.5294, loss: 1.5294 2020-07-01 03:12:26,241 - mmaction - INFO - Epoch [38][320/835] lr: 1.125e-02, eta: 8:50:58, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8167, loss_cls: 1.5700, loss: 1.5700 2020-07-01 03:12:38,201 - mmaction - INFO - Epoch [38][340/835] lr: 1.125e-02, eta: 8:50:46, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8500, loss_cls: 1.4268, loss: 1.4268 2020-07-01 03:12:50,104 - mmaction - INFO - Epoch [38][360/835] lr: 1.125e-02, eta: 8:50:33, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8208, loss_cls: 1.7285, loss: 1.7285 2020-07-01 03:13:02,029 - mmaction - INFO - Epoch [38][380/835] lr: 1.125e-02, eta: 8:50:20, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8292, loss_cls: 1.5704, loss: 1.5704 2020-07-01 03:13:13,988 - mmaction - INFO - Epoch [38][400/835] lr: 1.125e-02, eta: 8:50:08, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5708, top5_acc: 0.8125, loss_cls: 1.7636, loss: 1.7636 2020-07-01 03:13:25,925 - mmaction - INFO - Epoch [38][420/835] lr: 1.125e-02, eta: 8:49:55, time: 0.596, data_time: 0.000, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8583, loss_cls: 1.4113, loss: 1.4113 2020-07-01 03:13:37,791 - mmaction - INFO - Epoch [38][440/835] lr: 1.125e-02, eta: 8:49:42, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8375, loss_cls: 1.4221, loss: 1.4221 2020-07-01 03:13:49,666 - mmaction - INFO - Epoch [38][460/835] lr: 1.125e-02, eta: 8:49:30, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8375, loss_cls: 1.6723, loss: 1.6723 2020-07-01 03:14:01,631 - mmaction - INFO - Epoch [38][480/835] lr: 1.125e-02, eta: 8:49:17, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8792, loss_cls: 1.5366, loss: 1.5366 2020-07-01 03:14:13,598 - mmaction - INFO - Epoch [38][500/835] lr: 1.125e-02, eta: 8:49:05, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8500, loss_cls: 1.4493, loss: 1.4493 2020-07-01 03:14:25,487 - mmaction - INFO - Epoch [38][520/835] lr: 1.125e-02, eta: 8:48:52, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8167, loss_cls: 1.6794, loss: 1.6794 2020-07-01 03:14:37,425 - mmaction - INFO - Epoch [38][540/835] lr: 1.125e-02, eta: 8:48:39, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8292, loss_cls: 1.5120, loss: 1.5120 2020-07-01 03:14:49,408 - mmaction - INFO - Epoch [38][560/835] lr: 1.125e-02, eta: 8:48:27, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8500, loss_cls: 1.5068, loss: 1.5068 2020-07-01 03:15:01,353 - mmaction - INFO - Epoch [38][580/835] lr: 1.125e-02, eta: 8:48:14, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8625, loss_cls: 1.3473, loss: 1.3473 2020-07-01 03:15:13,288 - mmaction - INFO - Epoch [38][600/835] lr: 1.125e-02, eta: 8:48:02, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8500, loss_cls: 1.5534, loss: 1.5534 2020-07-01 03:15:25,255 - mmaction - INFO - Epoch [38][620/835] lr: 1.125e-02, eta: 8:47:49, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8500, loss_cls: 1.6165, loss: 1.6165 2020-07-01 03:15:37,114 - mmaction - INFO - Epoch [38][640/835] lr: 1.125e-02, eta: 8:47:36, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8333, loss_cls: 1.4763, loss: 1.4763 2020-07-01 03:15:48,965 - mmaction - INFO - Epoch [38][660/835] lr: 1.125e-02, eta: 8:47:24, time: 0.591, data_time: 0.000, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8542, loss_cls: 1.5550, loss: 1.5550 2020-07-01 03:16:01,021 - mmaction - INFO - Epoch [38][680/835] lr: 1.125e-02, eta: 8:47:11, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8458, loss_cls: 1.4626, loss: 1.4626 2020-07-01 03:16:12,896 - mmaction - INFO - Epoch [38][700/835] lr: 1.125e-02, eta: 8:46:59, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5792, top5_acc: 0.7917, loss_cls: 1.7255, loss: 1.7255 2020-07-01 03:16:24,862 - mmaction - INFO - Epoch [38][720/835] lr: 1.125e-02, eta: 8:46:46, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8458, loss_cls: 1.5669, loss: 1.5669 2020-07-01 03:16:36,758 - mmaction - INFO - Epoch [38][740/835] lr: 1.125e-02, eta: 8:46:33, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8292, loss_cls: 1.4960, loss: 1.4960 2020-07-01 03:16:48,694 - mmaction - INFO - Epoch [38][760/835] lr: 1.125e-02, eta: 8:46:21, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.7414, loss: 1.7414 2020-07-01 03:17:00,701 - mmaction - INFO - Epoch [38][780/835] lr: 1.125e-02, eta: 8:46:08, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8167, loss_cls: 1.5685, loss: 1.5685 2020-07-01 03:17:12,633 - mmaction - INFO - Epoch [38][800/835] lr: 1.125e-02, eta: 8:45:56, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7958, loss_cls: 1.6655, loss: 1.6655 2020-07-01 03:17:24,589 - mmaction - INFO - Epoch [38][820/835] lr: 1.125e-02, eta: 8:45:43, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8250, loss_cls: 1.5488, loss: 1.5488 2020-07-01 03:17:57,842 - mmaction - INFO - Epoch [39][20/835] lr: 1.125e-02, eta: 8:45:26, time: 1.183, data_time: 0.565, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7833, loss_cls: 1.6835, loss: 1.6835 2020-07-01 03:18:09,698 - mmaction - INFO - Epoch [39][40/835] lr: 1.125e-02, eta: 8:45:13, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8208, loss_cls: 1.6036, loss: 1.6036 2020-07-01 03:18:21,596 - mmaction - INFO - Epoch [39][60/835] lr: 1.125e-02, eta: 8:45:00, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8208, loss_cls: 1.7341, loss: 1.7341 2020-07-01 03:18:33,466 - mmaction - INFO - Epoch [39][80/835] lr: 1.125e-02, eta: 8:44:48, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8167, loss_cls: 1.6801, loss: 1.6801 2020-07-01 03:18:45,343 - mmaction - INFO - Epoch [39][100/835] lr: 1.125e-02, eta: 8:44:35, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4867, loss: 1.4867 2020-07-01 03:18:57,204 - mmaction - INFO - Epoch [39][120/835] lr: 1.125e-02, eta: 8:44:22, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8208, loss_cls: 1.6420, loss: 1.6420 2020-07-01 03:19:09,152 - mmaction - INFO - Epoch [39][140/835] lr: 1.125e-02, eta: 8:44:10, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8167, loss_cls: 1.6251, loss: 1.6251 2020-07-01 03:19:21,128 - mmaction - INFO - Epoch [39][160/835] lr: 1.125e-02, eta: 8:43:57, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8250, loss_cls: 1.5815, loss: 1.5815 2020-07-01 03:19:33,011 - mmaction - INFO - Epoch [39][180/835] lr: 1.125e-02, eta: 8:43:44, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8333, loss_cls: 1.7319, loss: 1.7319 2020-07-01 03:19:45,002 - mmaction - INFO - Epoch [39][200/835] lr: 1.125e-02, eta: 8:43:32, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8833, loss_cls: 1.3229, loss: 1.3229 2020-07-01 03:19:56,914 - mmaction - INFO - Epoch [39][220/835] lr: 1.125e-02, eta: 8:43:19, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.3078, loss: 1.3078 2020-07-01 03:20:08,780 - mmaction - INFO - Epoch [39][240/835] lr: 1.125e-02, eta: 8:43:07, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8292, loss_cls: 1.7043, loss: 1.7043 2020-07-01 03:20:20,679 - mmaction - INFO - Epoch [39][260/835] lr: 1.125e-02, eta: 8:42:54, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6378, loss: 1.6378 2020-07-01 03:20:32,564 - mmaction - INFO - Epoch [39][280/835] lr: 1.125e-02, eta: 8:42:41, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5958, top5_acc: 0.8083, loss_cls: 1.7851, loss: 1.7851 2020-07-01 03:20:44,445 - mmaction - INFO - Epoch [39][300/835] lr: 1.125e-02, eta: 8:42:29, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6125, top5_acc: 0.7917, loss_cls: 1.7774, loss: 1.7774 2020-07-01 03:20:56,366 - mmaction - INFO - Epoch [39][320/835] lr: 1.125e-02, eta: 8:42:16, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8542, loss_cls: 1.5200, loss: 1.5200 2020-07-01 03:21:08,303 - mmaction - INFO - Epoch [39][340/835] lr: 1.125e-02, eta: 8:42:03, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8375, loss_cls: 1.5114, loss: 1.5114 2020-07-01 03:21:20,185 - mmaction - INFO - Epoch [39][360/835] lr: 1.125e-02, eta: 8:41:51, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8167, loss_cls: 1.5088, loss: 1.5088 2020-07-01 03:21:32,112 - mmaction - INFO - Epoch [39][380/835] lr: 1.125e-02, eta: 8:41:38, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8208, loss_cls: 1.5451, loss: 1.5451 2020-07-01 03:21:44,009 - mmaction - INFO - Epoch [39][400/835] lr: 1.125e-02, eta: 8:41:26, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8250, loss_cls: 1.5984, loss: 1.5984 2020-07-01 03:21:55,899 - mmaction - INFO - Epoch [39][420/835] lr: 1.125e-02, eta: 8:41:13, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8250, loss_cls: 1.5044, loss: 1.5044 2020-07-01 03:22:07,791 - mmaction - INFO - Epoch [39][440/835] lr: 1.125e-02, eta: 8:41:00, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8292, loss_cls: 1.5174, loss: 1.5174 2020-07-01 03:22:19,644 - mmaction - INFO - Epoch [39][460/835] lr: 1.125e-02, eta: 8:40:48, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8375, loss_cls: 1.4793, loss: 1.4793 2020-07-01 03:22:31,508 - mmaction - INFO - Epoch [39][480/835] lr: 1.125e-02, eta: 8:40:35, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8375, loss_cls: 1.4674, loss: 1.4674 2020-07-01 03:22:43,429 - mmaction - INFO - Epoch [39][500/835] lr: 1.125e-02, eta: 8:40:22, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8458, loss_cls: 1.5436, loss: 1.5436 2020-07-01 03:22:55,338 - mmaction - INFO - Epoch [39][520/835] lr: 1.125e-02, eta: 8:40:10, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7917, loss_cls: 1.8636, loss: 1.8636 2020-07-01 03:23:07,308 - mmaction - INFO - Epoch [39][540/835] lr: 1.125e-02, eta: 8:39:57, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8542, loss_cls: 1.4337, loss: 1.4337 2020-07-01 03:23:19,170 - mmaction - INFO - Epoch [39][560/835] lr: 1.125e-02, eta: 8:39:45, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8167, loss_cls: 1.6755, loss: 1.6755 2020-07-01 03:23:31,055 - mmaction - INFO - Epoch [39][580/835] lr: 1.125e-02, eta: 8:39:32, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8083, loss_cls: 1.6727, loss: 1.6727 2020-07-01 03:23:42,992 - mmaction - INFO - Epoch [39][600/835] lr: 1.125e-02, eta: 8:39:19, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8583, loss_cls: 1.6168, loss: 1.6168 2020-07-01 03:23:54,934 - mmaction - INFO - Epoch [39][620/835] lr: 1.125e-02, eta: 8:39:07, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8208, loss_cls: 1.5695, loss: 1.5695 2020-07-01 03:24:06,859 - mmaction - INFO - Epoch [39][640/835] lr: 1.125e-02, eta: 8:38:54, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3894, loss: 1.3894 2020-07-01 03:24:18,751 - mmaction - INFO - Epoch [39][660/835] lr: 1.125e-02, eta: 8:38:42, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.7958, loss_cls: 1.6394, loss: 1.6394 2020-07-01 03:24:30,675 - mmaction - INFO - Epoch [39][680/835] lr: 1.125e-02, eta: 8:38:29, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.7877, loss: 1.7877 2020-07-01 03:24:42,647 - mmaction - INFO - Epoch [39][700/835] lr: 1.125e-02, eta: 8:38:17, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5542, top5_acc: 0.8000, loss_cls: 1.7627, loss: 1.7627 2020-07-01 03:24:54,512 - mmaction - INFO - Epoch [39][720/835] lr: 1.125e-02, eta: 8:38:04, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8250, loss_cls: 1.5975, loss: 1.5975 2020-07-01 03:25:06,454 - mmaction - INFO - Epoch [39][740/835] lr: 1.125e-02, eta: 8:37:51, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8250, loss_cls: 1.6028, loss: 1.6028 2020-07-01 03:25:18,370 - mmaction - INFO - Epoch [39][760/835] lr: 1.125e-02, eta: 8:37:39, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8292, loss_cls: 1.7035, loss: 1.7035 2020-07-01 03:25:30,199 - mmaction - INFO - Epoch [39][780/835] lr: 1.125e-02, eta: 8:37:26, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8125, loss_cls: 1.6282, loss: 1.6282 2020-07-01 03:25:42,110 - mmaction - INFO - Epoch [39][800/835] lr: 1.125e-02, eta: 8:37:13, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8500, loss_cls: 1.6881, loss: 1.6881 2020-07-01 03:25:53,999 - mmaction - INFO - Epoch [39][820/835] lr: 1.125e-02, eta: 8:37:01, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8083, loss_cls: 1.7155, loss: 1.7155 2020-07-01 03:26:27,140 - mmaction - INFO - Epoch [40][20/835] lr: 1.125e-02, eta: 8:36:43, time: 1.183, data_time: 0.548, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8208, loss_cls: 1.6255, loss: 1.6255 2020-07-01 03:26:39,013 - mmaction - INFO - Epoch [40][40/835] lr: 1.125e-02, eta: 8:36:30, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.5255, loss: 1.5255 2020-07-01 03:26:50,966 - mmaction - INFO - Epoch [40][60/835] lr: 1.125e-02, eta: 8:36:18, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8583, loss_cls: 1.4845, loss: 1.4845 2020-07-01 03:27:02,848 - mmaction - INFO - Epoch [40][80/835] lr: 1.125e-02, eta: 8:36:05, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8542, loss_cls: 1.4894, loss: 1.4894 2020-07-01 03:27:14,759 - mmaction - INFO - Epoch [40][100/835] lr: 1.125e-02, eta: 8:35:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.7958, loss_cls: 1.6836, loss: 1.6836 2020-07-01 03:27:26,702 - mmaction - INFO - Epoch [40][120/835] lr: 1.125e-02, eta: 8:35:40, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8500, loss_cls: 1.4470, loss: 1.4470 2020-07-01 03:27:38,588 - mmaction - INFO - Epoch [40][140/835] lr: 1.125e-02, eta: 8:35:27, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8375, loss_cls: 1.4723, loss: 1.4723 2020-07-01 03:27:50,534 - mmaction - INFO - Epoch [40][160/835] lr: 1.125e-02, eta: 8:35:15, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.7958, loss_cls: 1.7699, loss: 1.7699 2020-07-01 03:28:02,496 - mmaction - INFO - Epoch [40][180/835] lr: 1.125e-02, eta: 8:35:02, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8000, loss_cls: 1.6340, loss: 1.6340 2020-07-01 03:28:14,412 - mmaction - INFO - Epoch [40][200/835] lr: 1.125e-02, eta: 8:34:50, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8042, loss_cls: 1.7644, loss: 1.7644 2020-07-01 03:28:26,317 - mmaction - INFO - Epoch [40][220/835] lr: 1.125e-02, eta: 8:34:37, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.7875, loss_cls: 1.7230, loss: 1.7230 2020-07-01 03:28:38,236 - mmaction - INFO - Epoch [40][240/835] lr: 1.125e-02, eta: 8:34:25, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8000, loss_cls: 1.5839, loss: 1.5839 2020-07-01 03:28:50,176 - mmaction - INFO - Epoch [40][260/835] lr: 1.125e-02, eta: 8:34:12, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.7833, loss_cls: 1.7821, loss: 1.7821 2020-07-01 03:29:02,072 - mmaction - INFO - Epoch [40][280/835] lr: 1.125e-02, eta: 8:34:00, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5958, top5_acc: 0.7750, loss_cls: 1.7554, loss: 1.7554 2020-07-01 03:29:13,974 - mmaction - INFO - Epoch [40][300/835] lr: 1.125e-02, eta: 8:33:47, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8208, loss_cls: 1.6733, loss: 1.6733 2020-07-01 03:29:25,862 - mmaction - INFO - Epoch [40][320/835] lr: 1.125e-02, eta: 8:33:34, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5458, top5_acc: 0.7875, loss_cls: 1.8355, loss: 1.8355 2020-07-01 03:29:37,790 - mmaction - INFO - Epoch [40][340/835] lr: 1.125e-02, eta: 8:33:22, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8375, loss_cls: 1.6434, loss: 1.6434 2020-07-01 03:29:49,735 - mmaction - INFO - Epoch [40][360/835] lr: 1.125e-02, eta: 8:33:09, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8375, loss_cls: 1.6043, loss: 1.6043 2020-07-01 03:30:01,669 - mmaction - INFO - Epoch [40][380/835] lr: 1.125e-02, eta: 8:32:57, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5917, top5_acc: 0.8083, loss_cls: 1.6462, loss: 1.6462 2020-07-01 03:30:13,612 - mmaction - INFO - Epoch [40][400/835] lr: 1.125e-02, eta: 8:32:44, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8208, loss_cls: 1.4945, loss: 1.4945 2020-07-01 03:30:25,533 - mmaction - INFO - Epoch [40][420/835] lr: 1.125e-02, eta: 8:32:32, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.3774, loss: 1.3774 2020-07-01 03:30:37,484 - mmaction - INFO - Epoch [40][440/835] lr: 1.125e-02, eta: 8:32:19, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8333, loss_cls: 1.5154, loss: 1.5154 2020-07-01 03:30:49,377 - mmaction - INFO - Epoch [40][460/835] lr: 1.125e-02, eta: 8:32:06, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8292, loss_cls: 1.5132, loss: 1.5132 2020-07-01 03:31:01,219 - mmaction - INFO - Epoch [40][480/835] lr: 1.125e-02, eta: 8:31:54, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8625, loss_cls: 1.5183, loss: 1.5183 2020-07-01 03:31:13,133 - mmaction - INFO - Epoch [40][500/835] lr: 1.125e-02, eta: 8:31:41, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8083, loss_cls: 1.6976, loss: 1.6976 2020-07-01 03:31:25,044 - mmaction - INFO - Epoch [40][520/835] lr: 1.125e-02, eta: 8:31:29, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8125, loss_cls: 1.6086, loss: 1.6086 2020-07-01 03:31:36,948 - mmaction - INFO - Epoch [40][540/835] lr: 1.125e-02, eta: 8:31:16, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8375, loss_cls: 1.4128, loss: 1.4128 2020-07-01 03:31:48,853 - mmaction - INFO - Epoch [40][560/835] lr: 1.125e-02, eta: 8:31:03, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8583, loss_cls: 1.4547, loss: 1.4547 2020-07-01 03:32:00,719 - mmaction - INFO - Epoch [40][580/835] lr: 1.125e-02, eta: 8:30:51, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8458, loss_cls: 1.3829, loss: 1.3829 2020-07-01 03:32:12,673 - mmaction - INFO - Epoch [40][600/835] lr: 1.125e-02, eta: 8:30:38, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8083, loss_cls: 1.6301, loss: 1.6301 2020-07-01 03:32:24,585 - mmaction - INFO - Epoch [40][620/835] lr: 1.125e-02, eta: 8:30:26, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8500, loss_cls: 1.5329, loss: 1.5329 2020-07-01 03:32:36,519 - mmaction - INFO - Epoch [40][640/835] lr: 1.125e-02, eta: 8:30:13, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4265, loss: 1.4265 2020-07-01 03:32:48,471 - mmaction - INFO - Epoch [40][660/835] lr: 1.125e-02, eta: 8:30:01, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8375, loss_cls: 1.5084, loss: 1.5084 2020-07-01 03:33:00,403 - mmaction - INFO - Epoch [40][680/835] lr: 1.125e-02, eta: 8:29:48, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8667, loss_cls: 1.6033, loss: 1.6033 2020-07-01 03:33:12,340 - mmaction - INFO - Epoch [40][700/835] lr: 1.125e-02, eta: 8:29:36, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8708, loss_cls: 1.4023, loss: 1.4023 2020-07-01 03:33:24,308 - mmaction - INFO - Epoch [40][720/835] lr: 1.125e-02, eta: 8:29:23, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8292, loss_cls: 1.6184, loss: 1.6184 2020-07-01 03:33:36,183 - mmaction - INFO - Epoch [40][740/835] lr: 1.125e-02, eta: 8:29:10, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8042, loss_cls: 1.6862, loss: 1.6862 2020-07-01 03:33:48,158 - mmaction - INFO - Epoch [40][760/835] lr: 1.125e-02, eta: 8:28:58, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8458, loss_cls: 1.5501, loss: 1.5501 2020-07-01 03:34:00,104 - mmaction - INFO - Epoch [40][780/835] lr: 1.125e-02, eta: 8:28:46, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8042, loss_cls: 1.6086, loss: 1.6086 2020-07-01 03:34:12,091 - mmaction - INFO - Epoch [40][800/835] lr: 1.125e-02, eta: 8:28:33, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8417, loss_cls: 1.5024, loss: 1.5024 2020-07-01 03:34:23,988 - mmaction - INFO - Epoch [40][820/835] lr: 1.125e-02, eta: 8:28:20, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8417, loss_cls: 1.6193, loss: 1.6193 2020-07-01 03:34:33,633 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-01 03:35:07,164 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 03:35:08,088 - mmaction - INFO - top1_acc 0.6509 top5_acc 0.8642 2020-07-01 03:35:08,088 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 03:35:08,162 - mmaction - INFO - mean_acc 0.6509 2020-07-01 03:35:08,177 - mmaction - INFO - Epoch [40][835/835] lr: 1.125e-02, top1_acc: 0.6509, top5_acc: 0.8642, mean_class_accuracy: 0.6509 2020-07-01 03:35:30,363 - mmaction - INFO - Epoch [41][20/835] lr: 1.125e-03, eta: 8:28:00, time: 1.107, data_time: 0.452, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8375, loss_cls: 1.3746, loss: 1.3746 2020-07-01 03:35:42,219 - mmaction - INFO - Epoch [41][40/835] lr: 1.125e-03, eta: 8:27:48, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8625, loss_cls: 1.3582, loss: 1.3582 2020-07-01 03:35:54,092 - mmaction - INFO - Epoch [41][60/835] lr: 1.125e-03, eta: 8:27:35, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8500, loss_cls: 1.4885, loss: 1.4885 2020-07-01 03:36:06,009 - mmaction - INFO - Epoch [41][80/835] lr: 1.125e-03, eta: 8:27:23, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2392, loss: 1.2392 2020-07-01 03:36:17,939 - mmaction - INFO - Epoch [41][100/835] lr: 1.125e-03, eta: 8:27:10, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8542, loss_cls: 1.3550, loss: 1.3550 2020-07-01 03:36:29,818 - mmaction - INFO - Epoch [41][120/835] lr: 1.125e-03, eta: 8:26:57, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3730, loss: 1.3730 2020-07-01 03:36:41,708 - mmaction - INFO - Epoch [41][140/835] lr: 1.125e-03, eta: 8:26:45, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8417, loss_cls: 1.3851, loss: 1.3851 2020-07-01 03:36:53,583 - mmaction - INFO - Epoch [41][160/835] lr: 1.125e-03, eta: 8:26:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8583, loss_cls: 1.3703, loss: 1.3703 2020-07-01 03:37:05,478 - mmaction - INFO - Epoch [41][180/835] lr: 1.125e-03, eta: 8:26:20, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.3017, loss: 1.3017 2020-07-01 03:37:17,425 - mmaction - INFO - Epoch [41][200/835] lr: 1.125e-03, eta: 8:26:07, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8542, loss_cls: 1.4569, loss: 1.4569 2020-07-01 03:37:29,353 - mmaction - INFO - Epoch [41][220/835] lr: 1.125e-03, eta: 8:25:55, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8458, loss_cls: 1.3436, loss: 1.3436 2020-07-01 03:37:41,207 - mmaction - INFO - Epoch [41][240/835] lr: 1.125e-03, eta: 8:25:42, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8583, loss_cls: 1.4042, loss: 1.4042 2020-07-01 03:37:53,138 - mmaction - INFO - Epoch [41][260/835] lr: 1.125e-03, eta: 8:25:29, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8500, loss_cls: 1.5590, loss: 1.5590 2020-07-01 03:38:05,039 - mmaction - INFO - Epoch [41][280/835] lr: 1.125e-03, eta: 8:25:17, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8292, loss_cls: 1.5223, loss: 1.5223 2020-07-01 03:38:16,929 - mmaction - INFO - Epoch [41][300/835] lr: 1.125e-03, eta: 8:25:04, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8208, loss_cls: 1.6358, loss: 1.6358 2020-07-01 03:38:28,837 - mmaction - INFO - Epoch [41][320/835] lr: 1.125e-03, eta: 8:24:52, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8292, loss_cls: 1.4426, loss: 1.4426 2020-07-01 03:38:40,790 - mmaction - INFO - Epoch [41][340/835] lr: 1.125e-03, eta: 8:24:39, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3575, loss: 1.3575 2020-07-01 03:38:52,682 - mmaction - INFO - Epoch [41][360/835] lr: 1.125e-03, eta: 8:24:27, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8708, loss_cls: 1.3048, loss: 1.3048 2020-07-01 03:39:04,627 - mmaction - INFO - Epoch [41][380/835] lr: 1.125e-03, eta: 8:24:14, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8250, loss_cls: 1.3943, loss: 1.3943 2020-07-01 03:39:16,514 - mmaction - INFO - Epoch [41][400/835] lr: 1.125e-03, eta: 8:24:02, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8333, loss_cls: 1.5284, loss: 1.5284 2020-07-01 03:39:28,445 - mmaction - INFO - Epoch [41][420/835] lr: 1.125e-03, eta: 8:23:49, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8417, loss_cls: 1.4387, loss: 1.4387 2020-07-01 03:39:40,413 - mmaction - INFO - Epoch [41][440/835] lr: 1.125e-03, eta: 8:23:37, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8542, loss_cls: 1.4568, loss: 1.4568 2020-07-01 03:39:52,287 - mmaction - INFO - Epoch [41][460/835] lr: 1.125e-03, eta: 8:23:24, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8458, loss_cls: 1.4414, loss: 1.4414 2020-07-01 03:40:04,251 - mmaction - INFO - Epoch [41][480/835] lr: 1.125e-03, eta: 8:23:12, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8625, loss_cls: 1.3464, loss: 1.3464 2020-07-01 03:40:16,151 - mmaction - INFO - Epoch [41][500/835] lr: 1.125e-03, eta: 8:22:59, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8667, loss_cls: 1.3931, loss: 1.3931 2020-07-01 03:40:28,076 - mmaction - INFO - Epoch [41][520/835] lr: 1.125e-03, eta: 8:22:46, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3028, loss: 1.3028 2020-07-01 03:40:40,070 - mmaction - INFO - Epoch [41][540/835] lr: 1.125e-03, eta: 8:22:34, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8583, loss_cls: 1.3837, loss: 1.3837 2020-07-01 03:40:51,924 - mmaction - INFO - Epoch [41][560/835] lr: 1.125e-03, eta: 8:22:21, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8708, loss_cls: 1.3252, loss: 1.3252 2020-07-01 03:41:03,850 - mmaction - INFO - Epoch [41][580/835] lr: 1.125e-03, eta: 8:22:09, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8083, loss_cls: 1.5030, loss: 1.5030 2020-07-01 03:41:15,757 - mmaction - INFO - Epoch [41][600/835] lr: 1.125e-03, eta: 8:21:56, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8583, loss_cls: 1.3664, loss: 1.3664 2020-07-01 03:41:27,667 - mmaction - INFO - Epoch [41][620/835] lr: 1.125e-03, eta: 8:21:44, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.6083, top5_acc: 0.8333, loss_cls: 1.6336, loss: 1.6336 2020-07-01 03:41:39,588 - mmaction - INFO - Epoch [41][640/835] lr: 1.125e-03, eta: 8:21:31, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.1342, loss: 1.1342 2020-07-01 03:41:51,481 - mmaction - INFO - Epoch [41][660/835] lr: 1.125e-03, eta: 8:21:19, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.3479, loss: 1.3479 2020-07-01 03:42:03,412 - mmaction - INFO - Epoch [41][680/835] lr: 1.125e-03, eta: 8:21:06, time: 0.595, data_time: 0.000, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8667, loss_cls: 1.2158, loss: 1.2158 2020-07-01 03:42:15,296 - mmaction - INFO - Epoch [41][700/835] lr: 1.125e-03, eta: 8:20:54, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.3103, loss: 1.3103 2020-07-01 03:42:27,139 - mmaction - INFO - Epoch [41][720/835] lr: 1.125e-03, eta: 8:20:41, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8417, loss_cls: 1.4139, loss: 1.4139 2020-07-01 03:42:39,112 - mmaction - INFO - Epoch [41][740/835] lr: 1.125e-03, eta: 8:20:28, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8625, loss_cls: 1.3678, loss: 1.3678 2020-07-01 03:42:51,040 - mmaction - INFO - Epoch [41][760/835] lr: 1.125e-03, eta: 8:20:16, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8542, loss_cls: 1.3118, loss: 1.3118 2020-07-01 03:43:03,004 - mmaction - INFO - Epoch [41][780/835] lr: 1.125e-03, eta: 8:20:03, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8750, loss_cls: 1.2349, loss: 1.2349 2020-07-01 03:43:14,890 - mmaction - INFO - Epoch [41][800/835] lr: 1.125e-03, eta: 8:19:51, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8542, loss_cls: 1.3598, loss: 1.3598 2020-07-01 03:43:26,785 - mmaction - INFO - Epoch [41][820/835] lr: 1.125e-03, eta: 8:19:38, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8875, loss_cls: 1.3169, loss: 1.3169 2020-07-01 03:43:59,957 - mmaction - INFO - Epoch [42][20/835] lr: 1.125e-03, eta: 8:19:21, time: 1.184, data_time: 0.562, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1257, loss: 1.1257 2020-07-01 03:44:11,846 - mmaction - INFO - Epoch [42][40/835] lr: 1.125e-03, eta: 8:19:08, time: 0.595, data_time: 0.005, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8417, loss_cls: 1.4036, loss: 1.4036 2020-07-01 03:44:23,707 - mmaction - INFO - Epoch [42][60/835] lr: 1.125e-03, eta: 8:18:55, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8417, loss_cls: 1.5545, loss: 1.5545 2020-07-01 03:44:35,569 - mmaction - INFO - Epoch [42][80/835] lr: 1.125e-03, eta: 8:18:43, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9208, loss_cls: 0.9755, loss: 0.9755 2020-07-01 03:44:47,442 - mmaction - INFO - Epoch [42][100/835] lr: 1.125e-03, eta: 8:18:30, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.1476, loss: 1.1476 2020-07-01 03:44:59,358 - mmaction - INFO - Epoch [42][120/835] lr: 1.125e-03, eta: 8:18:18, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8167, loss_cls: 1.5630, loss: 1.5630 2020-07-01 03:45:11,248 - mmaction - INFO - Epoch [42][140/835] lr: 1.125e-03, eta: 8:18:05, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.3081, loss: 1.3081 2020-07-01 03:45:23,139 - mmaction - INFO - Epoch [42][160/835] lr: 1.125e-03, eta: 8:17:52, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.2799, loss: 1.2799 2020-07-01 03:45:35,034 - mmaction - INFO - Epoch [42][180/835] lr: 1.125e-03, eta: 8:17:40, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8583, loss_cls: 1.3357, loss: 1.3357 2020-07-01 03:45:47,016 - mmaction - INFO - Epoch [42][200/835] lr: 1.125e-03, eta: 8:17:28, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8708, loss_cls: 1.1948, loss: 1.1948 2020-07-01 03:45:58,920 - mmaction - INFO - Epoch [42][220/835] lr: 1.125e-03, eta: 8:17:15, time: 0.595, data_time: 0.000, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.2400, loss: 1.2400 2020-07-01 03:46:10,819 - mmaction - INFO - Epoch [42][240/835] lr: 1.125e-03, eta: 8:17:02, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8875, loss_cls: 1.2241, loss: 1.2241 2020-07-01 03:46:22,725 - mmaction - INFO - Epoch [42][260/835] lr: 1.125e-03, eta: 8:16:50, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8417, loss_cls: 1.2565, loss: 1.2565 2020-07-01 03:46:34,557 - mmaction - INFO - Epoch [42][280/835] lr: 1.125e-03, eta: 8:16:37, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8500, loss_cls: 1.3905, loss: 1.3905 2020-07-01 03:46:46,537 - mmaction - INFO - Epoch [42][300/835] lr: 1.125e-03, eta: 8:16:25, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8417, loss_cls: 1.5084, loss: 1.5084 2020-07-01 03:46:58,540 - mmaction - INFO - Epoch [42][320/835] lr: 1.125e-03, eta: 8:16:12, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.1794, loss: 1.1794 2020-07-01 03:47:10,465 - mmaction - INFO - Epoch [42][340/835] lr: 1.125e-03, eta: 8:16:00, time: 0.595, data_time: 0.000, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8542, loss_cls: 1.3163, loss: 1.3163 2020-07-01 03:47:22,402 - mmaction - INFO - Epoch [42][360/835] lr: 1.125e-03, eta: 8:15:47, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.1360, loss: 1.1360 2020-07-01 03:47:34,347 - mmaction - INFO - Epoch [42][380/835] lr: 1.125e-03, eta: 8:15:35, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3585, loss: 1.3585 2020-07-01 03:47:46,275 - mmaction - INFO - Epoch [42][400/835] lr: 1.125e-03, eta: 8:15:22, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.3620, loss: 1.3620 2020-07-01 03:47:58,196 - mmaction - INFO - Epoch [42][420/835] lr: 1.125e-03, eta: 8:15:10, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.2423, loss: 1.2423 2020-07-01 03:48:10,099 - mmaction - INFO - Epoch [42][440/835] lr: 1.125e-03, eta: 8:14:57, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8542, loss_cls: 1.3732, loss: 1.3732 2020-07-01 03:48:22,057 - mmaction - INFO - Epoch [42][460/835] lr: 1.125e-03, eta: 8:14:45, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8625, loss_cls: 1.4716, loss: 1.4716 2020-07-01 03:48:34,044 - mmaction - INFO - Epoch [42][480/835] lr: 1.125e-03, eta: 8:14:33, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.2558, loss: 1.2558 2020-07-01 03:48:45,992 - mmaction - INFO - Epoch [42][500/835] lr: 1.125e-03, eta: 8:14:20, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.3553, loss: 1.3553 2020-07-01 03:48:57,907 - mmaction - INFO - Epoch [42][520/835] lr: 1.125e-03, eta: 8:14:08, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.3115, loss: 1.3115 2020-07-01 03:49:09,833 - mmaction - INFO - Epoch [42][540/835] lr: 1.125e-03, eta: 8:13:55, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1592, loss: 1.1592 2020-07-01 03:49:21,769 - mmaction - INFO - Epoch [42][560/835] lr: 1.125e-03, eta: 8:13:43, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.1274, loss: 1.1274 2020-07-01 03:49:33,709 - mmaction - INFO - Epoch [42][580/835] lr: 1.125e-03, eta: 8:13:30, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8708, loss_cls: 1.3983, loss: 1.3983 2020-07-01 03:49:45,623 - mmaction - INFO - Epoch [42][600/835] lr: 1.125e-03, eta: 8:13:18, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1988, loss: 1.1988 2020-07-01 03:49:57,546 - mmaction - INFO - Epoch [42][620/835] lr: 1.125e-03, eta: 8:13:05, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8292, loss_cls: 1.4161, loss: 1.4161 2020-07-01 03:50:09,451 - mmaction - INFO - Epoch [42][640/835] lr: 1.125e-03, eta: 8:12:53, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8125, loss_cls: 1.5729, loss: 1.5729 2020-07-01 03:50:21,356 - mmaction - INFO - Epoch [42][660/835] lr: 1.125e-03, eta: 8:12:40, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.2993, loss: 1.2993 2020-07-01 03:50:33,317 - mmaction - INFO - Epoch [42][680/835] lr: 1.125e-03, eta: 8:12:28, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.3729, loss: 1.3729 2020-07-01 03:50:45,228 - mmaction - INFO - Epoch [42][700/835] lr: 1.125e-03, eta: 8:12:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8417, loss_cls: 1.4018, loss: 1.4018 2020-07-01 03:50:57,175 - mmaction - INFO - Epoch [42][720/835] lr: 1.125e-03, eta: 8:12:03, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8750, loss_cls: 1.2224, loss: 1.2224 2020-07-01 03:51:09,122 - mmaction - INFO - Epoch [42][740/835] lr: 1.125e-03, eta: 8:11:50, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8542, loss_cls: 1.3014, loss: 1.3014 2020-07-01 03:51:21,123 - mmaction - INFO - Epoch [42][760/835] lr: 1.125e-03, eta: 8:11:38, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.2641, loss: 1.2641 2020-07-01 03:51:33,021 - mmaction - INFO - Epoch [42][780/835] lr: 1.125e-03, eta: 8:11:25, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8458, loss_cls: 1.4432, loss: 1.4432 2020-07-01 03:51:44,925 - mmaction - INFO - Epoch [42][800/835] lr: 1.125e-03, eta: 8:11:13, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.4049, loss: 1.4049 2020-07-01 03:51:56,825 - mmaction - INFO - Epoch [42][820/835] lr: 1.125e-03, eta: 8:11:00, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.3406, loss: 1.3406 2020-07-01 03:52:31,154 - mmaction - INFO - Epoch [43][20/835] lr: 1.125e-03, eta: 8:10:43, time: 1.221, data_time: 0.616, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8583, loss_cls: 1.4062, loss: 1.4062 2020-07-01 03:52:43,048 - mmaction - INFO - Epoch [43][40/835] lr: 1.125e-03, eta: 8:10:31, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8500, loss_cls: 1.4304, loss: 1.4304 2020-07-01 03:52:54,897 - mmaction - INFO - Epoch [43][60/835] lr: 1.125e-03, eta: 8:10:18, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8542, loss_cls: 1.3636, loss: 1.3636 2020-07-01 03:53:06,790 - mmaction - INFO - Epoch [43][80/835] lr: 1.125e-03, eta: 8:10:06, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1807, loss: 1.1807 2020-07-01 03:53:18,620 - mmaction - INFO - Epoch [43][100/835] lr: 1.125e-03, eta: 8:09:53, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8292, loss_cls: 1.4330, loss: 1.4330 2020-07-01 03:53:30,549 - mmaction - INFO - Epoch [43][120/835] lr: 1.125e-03, eta: 8:09:40, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9042, loss_cls: 1.1814, loss: 1.1814 2020-07-01 03:53:42,466 - mmaction - INFO - Epoch [43][140/835] lr: 1.125e-03, eta: 8:09:28, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8792, loss_cls: 1.2914, loss: 1.2914 2020-07-01 03:53:54,379 - mmaction - INFO - Epoch [43][160/835] lr: 1.125e-03, eta: 8:09:15, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8708, loss_cls: 1.2784, loss: 1.2784 2020-07-01 03:54:06,338 - mmaction - INFO - Epoch [43][180/835] lr: 1.125e-03, eta: 8:09:03, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8417, loss_cls: 1.4680, loss: 1.4680 2020-07-01 03:54:18,579 - mmaction - INFO - Epoch [43][200/835] lr: 1.125e-03, eta: 8:08:51, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.2005, loss: 1.2005 2020-07-01 03:54:30,528 - mmaction - INFO - Epoch [43][220/835] lr: 1.125e-03, eta: 8:08:38, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8750, loss_cls: 1.2836, loss: 1.2836 2020-07-01 03:54:42,450 - mmaction - INFO - Epoch [43][240/835] lr: 1.125e-03, eta: 8:08:26, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8458, loss_cls: 1.4434, loss: 1.4434 2020-07-01 03:54:54,382 - mmaction - INFO - Epoch [43][260/835] lr: 1.125e-03, eta: 8:08:14, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8792, loss_cls: 1.2548, loss: 1.2548 2020-07-01 03:55:06,333 - mmaction - INFO - Epoch [43][280/835] lr: 1.125e-03, eta: 8:08:01, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8125, loss_cls: 1.5788, loss: 1.5788 2020-07-01 03:55:18,229 - mmaction - INFO - Epoch [43][300/835] lr: 1.125e-03, eta: 8:07:49, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2681, loss: 1.2681 2020-07-01 03:55:30,167 - mmaction - INFO - Epoch [43][320/835] lr: 1.125e-03, eta: 8:07:36, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2737, loss: 1.2737 2020-07-01 03:55:42,060 - mmaction - INFO - Epoch [43][340/835] lr: 1.125e-03, eta: 8:07:24, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8542, loss_cls: 1.3648, loss: 1.3648 2020-07-01 03:55:53,977 - mmaction - INFO - Epoch [43][360/835] lr: 1.125e-03, eta: 8:07:11, time: 0.596, data_time: 0.000, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8917, loss_cls: 1.1828, loss: 1.1828 2020-07-01 03:56:05,918 - mmaction - INFO - Epoch [43][380/835] lr: 1.125e-03, eta: 8:06:59, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.2079, loss: 1.2079 2020-07-01 03:56:17,851 - mmaction - INFO - Epoch [43][400/835] lr: 1.125e-03, eta: 8:06:46, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8042, loss_cls: 1.5097, loss: 1.5097 2020-07-01 03:56:29,782 - mmaction - INFO - Epoch [43][420/835] lr: 1.125e-03, eta: 8:06:34, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8458, loss_cls: 1.3328, loss: 1.3328 2020-07-01 03:56:41,734 - mmaction - INFO - Epoch [43][440/835] lr: 1.125e-03, eta: 8:06:21, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.2684, loss: 1.2684 2020-07-01 03:56:53,623 - mmaction - INFO - Epoch [43][460/835] lr: 1.125e-03, eta: 8:06:09, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2953, loss: 1.2953 2020-07-01 03:57:05,528 - mmaction - INFO - Epoch [43][480/835] lr: 1.125e-03, eta: 8:05:56, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2122, loss: 1.2122 2020-07-01 03:57:17,460 - mmaction - INFO - Epoch [43][500/835] lr: 1.125e-03, eta: 8:05:44, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5217, loss: 1.5217 2020-07-01 03:57:29,362 - mmaction - INFO - Epoch [43][520/835] lr: 1.125e-03, eta: 8:05:31, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8375, loss_cls: 1.4009, loss: 1.4009 2020-07-01 03:57:41,300 - mmaction - INFO - Epoch [43][540/835] lr: 1.125e-03, eta: 8:05:19, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8417, loss_cls: 1.4131, loss: 1.4131 2020-07-01 03:57:53,211 - mmaction - INFO - Epoch [43][560/835] lr: 1.125e-03, eta: 8:05:06, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6042, top5_acc: 0.8250, loss_cls: 1.4697, loss: 1.4697 2020-07-01 03:58:05,122 - mmaction - INFO - Epoch [43][580/835] lr: 1.125e-03, eta: 8:04:54, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8500, loss_cls: 1.3391, loss: 1.3391 2020-07-01 03:58:17,056 - mmaction - INFO - Epoch [43][600/835] lr: 1.125e-03, eta: 8:04:41, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1735, loss: 1.1735 2020-07-01 03:58:28,910 - mmaction - INFO - Epoch [43][620/835] lr: 1.125e-03, eta: 8:04:29, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8625, loss_cls: 1.3684, loss: 1.3684 2020-07-01 03:58:40,794 - mmaction - INFO - Epoch [43][640/835] lr: 1.125e-03, eta: 8:04:16, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8708, loss_cls: 1.3068, loss: 1.3068 2020-07-01 03:58:52,687 - mmaction - INFO - Epoch [43][660/835] lr: 1.125e-03, eta: 8:04:04, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.1155, loss: 1.1155 2020-07-01 03:59:04,588 - mmaction - INFO - Epoch [43][680/835] lr: 1.125e-03, eta: 8:03:51, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8417, loss_cls: 1.5142, loss: 1.5142 2020-07-01 03:59:16,533 - mmaction - INFO - Epoch [43][700/835] lr: 1.125e-03, eta: 8:03:39, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.2300, loss: 1.2300 2020-07-01 03:59:28,428 - mmaction - INFO - Epoch [43][720/835] lr: 1.125e-03, eta: 8:03:26, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8875, loss_cls: 1.3477, loss: 1.3477 2020-07-01 03:59:40,360 - mmaction - INFO - Epoch [43][740/835] lr: 1.125e-03, eta: 8:03:14, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.2062, loss: 1.2062 2020-07-01 03:59:52,306 - mmaction - INFO - Epoch [43][760/835] lr: 1.125e-03, eta: 8:03:01, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8500, loss_cls: 1.5338, loss: 1.5338 2020-07-01 04:00:04,777 - mmaction - INFO - Epoch [43][780/835] lr: 1.125e-03, eta: 8:02:49, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8917, loss_cls: 1.2222, loss: 1.2222 2020-07-01 04:00:16,663 - mmaction - INFO - Epoch [43][800/835] lr: 1.125e-03, eta: 8:02:37, time: 0.597, data_time: 0.006, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8458, loss_cls: 1.4923, loss: 1.4923 2020-07-01 04:00:28,658 - mmaction - INFO - Epoch [43][820/835] lr: 1.125e-03, eta: 8:02:25, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8583, loss_cls: 1.2640, loss: 1.2640 2020-07-01 04:01:09,371 - mmaction - INFO - Epoch [44][20/835] lr: 1.125e-03, eta: 8:02:13, time: 1.421, data_time: 0.797, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3901, loss: 1.3901 2020-07-01 04:01:21,296 - mmaction - INFO - Epoch [44][40/835] lr: 1.125e-03, eta: 8:02:00, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1510, loss: 1.1510 2020-07-01 04:01:33,183 - mmaction - INFO - Epoch [44][60/835] lr: 1.125e-03, eta: 8:01:48, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8667, loss_cls: 1.3805, loss: 1.3805 2020-07-01 04:01:45,113 - mmaction - INFO - Epoch [44][80/835] lr: 1.125e-03, eta: 8:01:35, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.2265, loss: 1.2265 2020-07-01 04:01:57,103 - mmaction - INFO - Epoch [44][100/835] lr: 1.125e-03, eta: 8:01:23, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9167, loss_cls: 1.0360, loss: 1.0360 2020-07-01 04:02:09,056 - mmaction - INFO - Epoch [44][120/835] lr: 1.125e-03, eta: 8:01:10, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.2808, loss: 1.2808 2020-07-01 04:02:20,977 - mmaction - INFO - Epoch [44][140/835] lr: 1.125e-03, eta: 8:00:58, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8208, loss_cls: 1.5515, loss: 1.5515 2020-07-01 04:02:33,022 - mmaction - INFO - Epoch [44][160/835] lr: 1.125e-03, eta: 8:00:46, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8542, loss_cls: 1.4007, loss: 1.4007 2020-07-01 04:02:44,936 - mmaction - INFO - Epoch [44][180/835] lr: 1.125e-03, eta: 8:00:33, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8208, loss_cls: 1.4677, loss: 1.4677 2020-07-01 04:02:56,867 - mmaction - INFO - Epoch [44][200/835] lr: 1.125e-03, eta: 8:00:21, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8583, loss_cls: 1.3713, loss: 1.3713 2020-07-01 04:03:08,790 - mmaction - INFO - Epoch [44][220/835] lr: 1.125e-03, eta: 8:00:08, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8583, loss_cls: 1.3654, loss: 1.3654 2020-07-01 04:03:20,736 - mmaction - INFO - Epoch [44][240/835] lr: 1.125e-03, eta: 7:59:56, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.2247, loss: 1.2247 2020-07-01 04:03:32,730 - mmaction - INFO - Epoch [44][260/835] lr: 1.125e-03, eta: 7:59:43, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2528, loss: 1.2528 2020-07-01 04:03:44,658 - mmaction - INFO - Epoch [44][280/835] lr: 1.125e-03, eta: 7:59:31, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8375, loss_cls: 1.4800, loss: 1.4800 2020-07-01 04:03:56,541 - mmaction - INFO - Epoch [44][300/835] lr: 1.125e-03, eta: 7:59:18, time: 0.592, data_time: 0.000, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.2224, loss: 1.2224 2020-07-01 04:04:08,468 - mmaction - INFO - Epoch [44][320/835] lr: 1.125e-03, eta: 7:59:06, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8917, loss_cls: 1.2676, loss: 1.2676 2020-07-01 04:04:20,344 - mmaction - INFO - Epoch [44][340/835] lr: 1.125e-03, eta: 7:58:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8667, loss_cls: 1.2077, loss: 1.2077 2020-07-01 04:04:32,342 - mmaction - INFO - Epoch [44][360/835] lr: 1.125e-03, eta: 7:58:41, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8458, loss_cls: 1.4123, loss: 1.4123 2020-07-01 04:04:44,241 - mmaction - INFO - Epoch [44][380/835] lr: 1.125e-03, eta: 7:58:29, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8542, loss_cls: 1.2604, loss: 1.2604 2020-07-01 04:04:56,194 - mmaction - INFO - Epoch [44][400/835] lr: 1.125e-03, eta: 7:58:16, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.3143, loss: 1.3143 2020-07-01 04:05:08,096 - mmaction - INFO - Epoch [44][420/835] lr: 1.125e-03, eta: 7:58:04, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4114, loss: 1.4114 2020-07-01 04:05:20,021 - mmaction - INFO - Epoch [44][440/835] lr: 1.125e-03, eta: 7:57:51, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8625, loss_cls: 1.2739, loss: 1.2739 2020-07-01 04:05:31,885 - mmaction - INFO - Epoch [44][460/835] lr: 1.125e-03, eta: 7:57:39, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.1137, loss: 1.1137 2020-07-01 04:05:43,818 - mmaction - INFO - Epoch [44][480/835] lr: 1.125e-03, eta: 7:57:26, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8750, loss_cls: 1.2818, loss: 1.2818 2020-07-01 04:05:55,748 - mmaction - INFO - Epoch [44][500/835] lr: 1.125e-03, eta: 7:57:14, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1486, loss: 1.1486 2020-07-01 04:06:07,706 - mmaction - INFO - Epoch [44][520/835] lr: 1.125e-03, eta: 7:57:01, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8333, loss_cls: 1.4542, loss: 1.4542 2020-07-01 04:06:19,629 - mmaction - INFO - Epoch [44][540/835] lr: 1.125e-03, eta: 7:56:49, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.2493, loss: 1.2493 2020-07-01 04:06:31,571 - mmaction - INFO - Epoch [44][560/835] lr: 1.125e-03, eta: 7:56:36, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.6208, top5_acc: 0.8417, loss_cls: 1.4654, loss: 1.4654 2020-07-01 04:06:43,524 - mmaction - INFO - Epoch [44][580/835] lr: 1.125e-03, eta: 7:56:24, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8583, loss_cls: 1.2881, loss: 1.2881 2020-07-01 04:06:55,432 - mmaction - INFO - Epoch [44][600/835] lr: 1.125e-03, eta: 7:56:11, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.3574, loss: 1.3574 2020-07-01 04:07:07,415 - mmaction - INFO - Epoch [44][620/835] lr: 1.125e-03, eta: 7:55:59, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8792, loss_cls: 1.3209, loss: 1.3209 2020-07-01 04:07:19,298 - mmaction - INFO - Epoch [44][640/835] lr: 1.125e-03, eta: 7:55:47, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8500, loss_cls: 1.3349, loss: 1.3349 2020-07-01 04:07:31,224 - mmaction - INFO - Epoch [44][660/835] lr: 1.125e-03, eta: 7:55:34, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8417, loss_cls: 1.3750, loss: 1.3750 2020-07-01 04:07:43,126 - mmaction - INFO - Epoch [44][680/835] lr: 1.125e-03, eta: 7:55:22, time: 0.594, data_time: 0.000, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8333, loss_cls: 1.4463, loss: 1.4463 2020-07-01 04:07:55,044 - mmaction - INFO - Epoch [44][700/835] lr: 1.125e-03, eta: 7:55:09, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8667, loss_cls: 1.1836, loss: 1.1836 2020-07-01 04:08:06,948 - mmaction - INFO - Epoch [44][720/835] lr: 1.125e-03, eta: 7:54:57, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2310, loss: 1.2310 2020-07-01 04:08:18,831 - mmaction - INFO - Epoch [44][740/835] lr: 1.125e-03, eta: 7:54:44, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8917, loss_cls: 1.3637, loss: 1.3637 2020-07-01 04:08:30,771 - mmaction - INFO - Epoch [44][760/835] lr: 1.125e-03, eta: 7:54:32, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8875, loss_cls: 1.1387, loss: 1.1387 2020-07-01 04:08:42,681 - mmaction - INFO - Epoch [44][780/835] lr: 1.125e-03, eta: 7:54:19, time: 0.594, data_time: 0.000, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8375, loss_cls: 1.4352, loss: 1.4352 2020-07-01 04:08:54,538 - mmaction - INFO - Epoch [44][800/835] lr: 1.125e-03, eta: 7:54:07, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8458, loss_cls: 1.4191, loss: 1.4191 2020-07-01 04:09:06,419 - mmaction - INFO - Epoch [44][820/835] lr: 1.125e-03, eta: 7:53:54, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8583, loss_cls: 1.3392, loss: 1.3392 2020-07-01 04:09:39,947 - mmaction - INFO - Epoch [45][20/835] lr: 1.125e-03, eta: 7:53:36, time: 1.199, data_time: 0.596, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.2280, loss: 1.2280 2020-07-01 04:09:51,869 - mmaction - INFO - Epoch [45][40/835] lr: 1.125e-03, eta: 7:53:24, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.9000, loss_cls: 1.1683, loss: 1.1683 2020-07-01 04:10:03,762 - mmaction - INFO - Epoch [45][60/835] lr: 1.125e-03, eta: 7:53:11, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8583, loss_cls: 1.4084, loss: 1.4084 2020-07-01 04:10:15,622 - mmaction - INFO - Epoch [45][80/835] lr: 1.125e-03, eta: 7:52:59, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.1168, loss: 1.1168 2020-07-01 04:10:27,514 - mmaction - INFO - Epoch [45][100/835] lr: 1.125e-03, eta: 7:52:46, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.2700, loss: 1.2700 2020-07-01 04:10:39,310 - mmaction - INFO - Epoch [45][120/835] lr: 1.125e-03, eta: 7:52:34, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8792, loss_cls: 1.1118, loss: 1.1118 2020-07-01 04:10:51,278 - mmaction - INFO - Epoch [45][140/835] lr: 1.125e-03, eta: 7:52:21, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8917, loss_cls: 1.2313, loss: 1.2313 2020-07-01 04:11:03,229 - mmaction - INFO - Epoch [45][160/835] lr: 1.125e-03, eta: 7:52:09, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.3081, loss: 1.3081 2020-07-01 04:11:15,183 - mmaction - INFO - Epoch [45][180/835] lr: 1.125e-03, eta: 7:51:56, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8583, loss_cls: 1.3055, loss: 1.3055 2020-07-01 04:11:27,021 - mmaction - INFO - Epoch [45][200/835] lr: 1.125e-03, eta: 7:51:44, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8417, loss_cls: 1.4473, loss: 1.4473 2020-07-01 04:11:38,900 - mmaction - INFO - Epoch [45][220/835] lr: 1.125e-03, eta: 7:51:31, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8833, loss_cls: 1.3617, loss: 1.3617 2020-07-01 04:11:50,875 - mmaction - INFO - Epoch [45][240/835] lr: 1.125e-03, eta: 7:51:19, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.2019, loss: 1.2019 2020-07-01 04:12:02,778 - mmaction - INFO - Epoch [45][260/835] lr: 1.125e-03, eta: 7:51:07, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8667, loss_cls: 1.2706, loss: 1.2706 2020-07-01 04:12:14,732 - mmaction - INFO - Epoch [45][280/835] lr: 1.125e-03, eta: 7:50:54, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2889, loss: 1.2889 2020-07-01 04:12:26,662 - mmaction - INFO - Epoch [45][300/835] lr: 1.125e-03, eta: 7:50:42, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8375, loss_cls: 1.4362, loss: 1.4362 2020-07-01 04:12:38,602 - mmaction - INFO - Epoch [45][320/835] lr: 1.125e-03, eta: 7:50:29, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9125, loss_cls: 1.1503, loss: 1.1503 2020-07-01 04:12:50,580 - mmaction - INFO - Epoch [45][340/835] lr: 1.125e-03, eta: 7:50:17, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4130, loss: 1.4130 2020-07-01 04:13:02,516 - mmaction - INFO - Epoch [45][360/835] lr: 1.125e-03, eta: 7:50:04, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8750, loss_cls: 1.3118, loss: 1.3118 2020-07-01 04:13:14,367 - mmaction - INFO - Epoch [45][380/835] lr: 1.125e-03, eta: 7:49:52, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1222, loss: 1.1222 2020-07-01 04:13:26,340 - mmaction - INFO - Epoch [45][400/835] lr: 1.125e-03, eta: 7:49:39, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8625, loss_cls: 1.2268, loss: 1.2268 2020-07-01 04:13:38,236 - mmaction - INFO - Epoch [45][420/835] lr: 1.125e-03, eta: 7:49:27, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8708, loss_cls: 1.2177, loss: 1.2177 2020-07-01 04:13:50,191 - mmaction - INFO - Epoch [45][440/835] lr: 1.125e-03, eta: 7:49:15, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9208, loss_cls: 1.2072, loss: 1.2072 2020-07-01 04:14:02,118 - mmaction - INFO - Epoch [45][460/835] lr: 1.125e-03, eta: 7:49:02, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8417, loss_cls: 1.4333, loss: 1.4333 2020-07-01 04:14:14,037 - mmaction - INFO - Epoch [45][480/835] lr: 1.125e-03, eta: 7:48:50, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3342, loss: 1.3342 2020-07-01 04:14:26,016 - mmaction - INFO - Epoch [45][500/835] lr: 1.125e-03, eta: 7:48:37, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1254, loss: 1.1254 2020-07-01 04:14:37,890 - mmaction - INFO - Epoch [45][520/835] lr: 1.125e-03, eta: 7:48:25, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8458, loss_cls: 1.4212, loss: 1.4212 2020-07-01 04:14:49,847 - mmaction - INFO - Epoch [45][540/835] lr: 1.125e-03, eta: 7:48:12, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8458, loss_cls: 1.3837, loss: 1.3837 2020-07-01 04:15:01,765 - mmaction - INFO - Epoch [45][560/835] lr: 1.125e-03, eta: 7:48:00, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8625, loss_cls: 1.2181, loss: 1.2181 2020-07-01 04:15:13,658 - mmaction - INFO - Epoch [45][580/835] lr: 1.125e-03, eta: 7:47:47, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8375, loss_cls: 1.4045, loss: 1.4045 2020-07-01 04:15:25,551 - mmaction - INFO - Epoch [45][600/835] lr: 1.125e-03, eta: 7:47:35, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8208, loss_cls: 1.5374, loss: 1.5374 2020-07-01 04:15:37,393 - mmaction - INFO - Epoch [45][620/835] lr: 1.125e-03, eta: 7:47:22, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.2671, loss: 1.2671 2020-07-01 04:15:49,346 - mmaction - INFO - Epoch [45][640/835] lr: 1.125e-03, eta: 7:47:10, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.3071, loss: 1.3071 2020-07-01 04:16:01,260 - mmaction - INFO - Epoch [45][660/835] lr: 1.125e-03, eta: 7:46:58, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8792, loss_cls: 1.2578, loss: 1.2578 2020-07-01 04:16:13,187 - mmaction - INFO - Epoch [45][680/835] lr: 1.125e-03, eta: 7:46:45, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8625, loss_cls: 1.1244, loss: 1.1244 2020-07-01 04:16:25,115 - mmaction - INFO - Epoch [45][700/835] lr: 1.125e-03, eta: 7:46:33, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6250, top5_acc: 0.8792, loss_cls: 1.3767, loss: 1.3767 2020-07-01 04:16:36,947 - mmaction - INFO - Epoch [45][720/835] lr: 1.125e-03, eta: 7:46:20, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8708, loss_cls: 1.2041, loss: 1.2041 2020-07-01 04:16:48,863 - mmaction - INFO - Epoch [45][740/835] lr: 1.125e-03, eta: 7:46:08, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8917, loss_cls: 1.3154, loss: 1.3154 2020-07-01 04:17:00,795 - mmaction - INFO - Epoch [45][760/835] lr: 1.125e-03, eta: 7:45:55, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8333, loss_cls: 1.3430, loss: 1.3430 2020-07-01 04:17:12,750 - mmaction - INFO - Epoch [45][780/835] lr: 1.125e-03, eta: 7:45:43, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.9000, loss_cls: 1.2059, loss: 1.2059 2020-07-01 04:17:24,683 - mmaction - INFO - Epoch [45][800/835] lr: 1.125e-03, eta: 7:45:31, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8833, loss_cls: 1.1095, loss: 1.1095 2020-07-01 04:17:36,679 - mmaction - INFO - Epoch [45][820/835] lr: 1.125e-03, eta: 7:45:18, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.1336, loss: 1.1336 2020-07-01 04:17:46,414 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-07-01 04:18:19,915 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 04:18:20,847 - mmaction - INFO - top1_acc 0.6959 top5_acc 0.8899 2020-07-01 04:18:20,848 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 04:18:20,898 - mmaction - INFO - mean_acc 0.6959 2020-07-01 04:18:20,906 - mmaction - INFO - Epoch [45][835/835] lr: 1.125e-03, top1_acc: 0.6959, top5_acc: 0.8899, mean_class_accuracy: 0.6959 2020-07-01 04:18:42,313 - mmaction - INFO - Epoch [46][20/835] lr: 1.125e-03, eta: 7:44:57, time: 1.069, data_time: 0.449, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1456, loss: 1.1456 2020-07-01 04:18:54,234 - mmaction - INFO - Epoch [46][40/835] lr: 1.125e-03, eta: 7:44:45, time: 0.596, data_time: 0.005, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8375, loss_cls: 1.3918, loss: 1.3918 2020-07-01 04:19:06,188 - mmaction - INFO - Epoch [46][60/835] lr: 1.125e-03, eta: 7:44:32, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8583, loss_cls: 1.2756, loss: 1.2756 2020-07-01 04:19:18,159 - mmaction - INFO - Epoch [46][80/835] lr: 1.125e-03, eta: 7:44:20, time: 0.598, data_time: 0.008, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8583, loss_cls: 1.3300, loss: 1.3300 2020-07-01 04:19:30,273 - mmaction - INFO - Epoch [46][100/835] lr: 1.125e-03, eta: 7:44:08, time: 0.606, data_time: 0.014, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.2299, loss: 1.2299 2020-07-01 04:19:42,288 - mmaction - INFO - Epoch [46][120/835] lr: 1.125e-03, eta: 7:43:55, time: 0.601, data_time: 0.010, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8417, loss_cls: 1.3645, loss: 1.3645 2020-07-01 04:19:54,254 - mmaction - INFO - Epoch [46][140/835] lr: 1.125e-03, eta: 7:43:43, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.1960, loss: 1.1960 2020-07-01 04:20:06,438 - mmaction - INFO - Epoch [46][160/835] lr: 1.125e-03, eta: 7:43:31, time: 0.609, data_time: 0.008, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8625, loss_cls: 1.3072, loss: 1.3072 2020-07-01 04:20:18,373 - mmaction - INFO - Epoch [46][180/835] lr: 1.125e-03, eta: 7:43:18, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.2300, loss: 1.2300 2020-07-01 04:20:30,324 - mmaction - INFO - Epoch [46][200/835] lr: 1.125e-03, eta: 7:43:06, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.1154, loss: 1.1154 2020-07-01 04:20:42,258 - mmaction - INFO - Epoch [46][220/835] lr: 1.125e-03, eta: 7:42:54, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8625, loss_cls: 1.3759, loss: 1.3759 2020-07-01 04:20:54,277 - mmaction - INFO - Epoch [46][240/835] lr: 1.125e-03, eta: 7:42:41, time: 0.600, data_time: 0.005, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2559, loss: 1.2559 2020-07-01 04:21:06,265 - mmaction - INFO - Epoch [46][260/835] lr: 1.125e-03, eta: 7:42:29, time: 0.599, data_time: 0.005, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8208, loss_cls: 1.4947, loss: 1.4947 2020-07-01 04:21:18,196 - mmaction - INFO - Epoch [46][280/835] lr: 1.125e-03, eta: 7:42:16, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8833, loss_cls: 1.2870, loss: 1.2870 2020-07-01 04:21:30,215 - mmaction - INFO - Epoch [46][300/835] lr: 1.125e-03, eta: 7:42:04, time: 0.601, data_time: 0.009, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.4057, loss: 1.4057 2020-07-01 04:21:42,286 - mmaction - INFO - Epoch [46][320/835] lr: 1.125e-03, eta: 7:41:52, time: 0.602, data_time: 0.012, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8667, loss_cls: 1.2556, loss: 1.2556 2020-07-01 04:21:54,254 - mmaction - INFO - Epoch [46][340/835] lr: 1.125e-03, eta: 7:41:40, time: 0.600, data_time: 0.007, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2980, loss: 1.2980 2020-07-01 04:22:06,225 - mmaction - INFO - Epoch [46][360/835] lr: 1.125e-03, eta: 7:41:27, time: 0.598, data_time: 0.008, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2708, loss: 1.2708 2020-07-01 04:22:18,103 - mmaction - INFO - Epoch [46][380/835] lr: 1.125e-03, eta: 7:41:15, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8667, loss_cls: 1.4057, loss: 1.4057 2020-07-01 04:22:30,221 - mmaction - INFO - Epoch [46][400/835] lr: 1.125e-03, eta: 7:41:02, time: 0.606, data_time: 0.013, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1702, loss: 1.1702 2020-07-01 04:22:42,206 - mmaction - INFO - Epoch [46][420/835] lr: 1.125e-03, eta: 7:40:50, time: 0.598, data_time: 0.005, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8667, loss_cls: 1.3211, loss: 1.3211 2020-07-01 04:22:54,283 - mmaction - INFO - Epoch [46][440/835] lr: 1.125e-03, eta: 7:40:38, time: 0.605, data_time: 0.009, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.2017, loss: 1.2017 2020-07-01 04:23:06,338 - mmaction - INFO - Epoch [46][460/835] lr: 1.125e-03, eta: 7:40:26, time: 0.602, data_time: 0.006, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9663, loss: 0.9663 2020-07-01 04:23:18,275 - mmaction - INFO - Epoch [46][480/835] lr: 1.125e-03, eta: 7:40:13, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3375, loss: 1.3375 2020-07-01 04:23:30,164 - mmaction - INFO - Epoch [46][500/835] lr: 1.125e-03, eta: 7:40:01, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8708, loss_cls: 1.2515, loss: 1.2515 2020-07-01 04:23:42,096 - mmaction - INFO - Epoch [46][520/835] lr: 1.125e-03, eta: 7:39:48, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8958, loss_cls: 1.2383, loss: 1.2383 2020-07-01 04:23:54,042 - mmaction - INFO - Epoch [46][540/835] lr: 1.125e-03, eta: 7:39:36, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.2153, loss: 1.2153 2020-07-01 04:24:05,952 - mmaction - INFO - Epoch [46][560/835] lr: 1.125e-03, eta: 7:39:23, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8583, loss_cls: 1.2719, loss: 1.2719 2020-07-01 04:24:17,878 - mmaction - INFO - Epoch [46][580/835] lr: 1.125e-03, eta: 7:39:11, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2935, loss: 1.2935 2020-07-01 04:24:29,795 - mmaction - INFO - Epoch [46][600/835] lr: 1.125e-03, eta: 7:38:59, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8500, loss_cls: 1.4023, loss: 1.4023 2020-07-01 04:24:41,739 - mmaction - INFO - Epoch [46][620/835] lr: 1.125e-03, eta: 7:38:46, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8250, loss_cls: 1.5134, loss: 1.5134 2020-07-01 04:24:53,654 - mmaction - INFO - Epoch [46][640/835] lr: 1.125e-03, eta: 7:38:34, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0888, loss: 1.0888 2020-07-01 04:25:05,526 - mmaction - INFO - Epoch [46][660/835] lr: 1.125e-03, eta: 7:38:21, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8417, loss_cls: 1.4286, loss: 1.4286 2020-07-01 04:25:17,510 - mmaction - INFO - Epoch [46][680/835] lr: 1.125e-03, eta: 7:38:09, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8667, loss_cls: 1.3167, loss: 1.3167 2020-07-01 04:25:29,462 - mmaction - INFO - Epoch [46][700/835] lr: 1.125e-03, eta: 7:37:57, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.1865, loss: 1.1865 2020-07-01 04:25:41,357 - mmaction - INFO - Epoch [46][720/835] lr: 1.125e-03, eta: 7:37:44, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3433, loss: 1.3433 2020-07-01 04:25:53,232 - mmaction - INFO - Epoch [46][740/835] lr: 1.125e-03, eta: 7:37:32, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1898, loss: 1.1898 2020-07-01 04:26:05,196 - mmaction - INFO - Epoch [46][760/835] lr: 1.125e-03, eta: 7:37:19, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2266, loss: 1.2266 2020-07-01 04:26:17,056 - mmaction - INFO - Epoch [46][780/835] lr: 1.125e-03, eta: 7:37:07, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8458, loss_cls: 1.3263, loss: 1.3263 2020-07-01 04:26:29,002 - mmaction - INFO - Epoch [46][800/835] lr: 1.125e-03, eta: 7:36:54, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8792, loss_cls: 1.3242, loss: 1.3242 2020-07-01 04:26:40,966 - mmaction - INFO - Epoch [46][820/835] lr: 1.125e-03, eta: 7:36:42, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1846, loss: 1.1846 2020-07-01 04:27:13,722 - mmaction - INFO - Epoch [47][20/835] lr: 1.125e-03, eta: 7:36:23, time: 1.162, data_time: 0.556, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 1.0525, loss: 1.0525 2020-07-01 04:27:25,657 - mmaction - INFO - Epoch [47][40/835] lr: 1.125e-03, eta: 7:36:11, time: 0.597, data_time: 0.005, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2907, loss: 1.2907 2020-07-01 04:27:37,462 - mmaction - INFO - Epoch [47][60/835] lr: 1.125e-03, eta: 7:35:58, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.2663, loss: 1.2663 2020-07-01 04:27:49,365 - mmaction - INFO - Epoch [47][80/835] lr: 1.125e-03, eta: 7:35:46, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8792, loss_cls: 1.1150, loss: 1.1150 2020-07-01 04:28:01,236 - mmaction - INFO - Epoch [47][100/835] lr: 1.125e-03, eta: 7:35:33, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.3576, loss: 1.3576 2020-07-01 04:28:13,122 - mmaction - INFO - Epoch [47][120/835] lr: 1.125e-03, eta: 7:35:21, time: 0.593, data_time: 0.000, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1463, loss: 1.1463 2020-07-01 04:28:25,017 - mmaction - INFO - Epoch [47][140/835] lr: 1.125e-03, eta: 7:35:08, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8458, loss_cls: 1.3346, loss: 1.3346 2020-07-01 04:28:36,947 - mmaction - INFO - Epoch [47][160/835] lr: 1.125e-03, eta: 7:34:56, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8500, loss_cls: 1.3550, loss: 1.3550 2020-07-01 04:28:48,917 - mmaction - INFO - Epoch [47][180/835] lr: 1.125e-03, eta: 7:34:43, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.2185, loss: 1.2185 2020-07-01 04:29:00,815 - mmaction - INFO - Epoch [47][200/835] lr: 1.125e-03, eta: 7:34:31, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.2405, loss: 1.2405 2020-07-01 04:29:12,723 - mmaction - INFO - Epoch [47][220/835] lr: 1.125e-03, eta: 7:34:19, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8833, loss_cls: 1.2912, loss: 1.2912 2020-07-01 04:29:24,658 - mmaction - INFO - Epoch [47][240/835] lr: 1.125e-03, eta: 7:34:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8750, loss_cls: 1.1641, loss: 1.1641 2020-07-01 04:29:36,588 - mmaction - INFO - Epoch [47][260/835] lr: 1.125e-03, eta: 7:33:54, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8625, loss_cls: 1.4167, loss: 1.4167 2020-07-01 04:29:48,489 - mmaction - INFO - Epoch [47][280/835] lr: 1.125e-03, eta: 7:33:41, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.1976, loss: 1.1976 2020-07-01 04:30:00,481 - mmaction - INFO - Epoch [47][300/835] lr: 1.125e-03, eta: 7:33:29, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.2359, loss: 1.2359 2020-07-01 04:30:12,601 - mmaction - INFO - Epoch [47][320/835] lr: 1.125e-03, eta: 7:33:17, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8125, loss_cls: 1.4813, loss: 1.4813 2020-07-01 04:30:24,585 - mmaction - INFO - Epoch [47][340/835] lr: 1.125e-03, eta: 7:33:04, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8750, loss_cls: 1.0982, loss: 1.0982 2020-07-01 04:30:36,482 - mmaction - INFO - Epoch [47][360/835] lr: 1.125e-03, eta: 7:32:52, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8500, loss_cls: 1.3363, loss: 1.3363 2020-07-01 04:30:48,425 - mmaction - INFO - Epoch [47][380/835] lr: 1.125e-03, eta: 7:32:40, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8500, loss_cls: 1.2536, loss: 1.2536 2020-07-01 04:31:00,322 - mmaction - INFO - Epoch [47][400/835] lr: 1.125e-03, eta: 7:32:27, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8792, loss_cls: 1.2783, loss: 1.2783 2020-07-01 04:31:12,225 - mmaction - INFO - Epoch [47][420/835] lr: 1.125e-03, eta: 7:32:15, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8833, loss_cls: 1.2133, loss: 1.2133 2020-07-01 04:31:24,234 - mmaction - INFO - Epoch [47][440/835] lr: 1.125e-03, eta: 7:32:02, time: 0.601, data_time: 0.006, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8958, loss_cls: 1.1314, loss: 1.1314 2020-07-01 04:31:36,162 - mmaction - INFO - Epoch [47][460/835] lr: 1.125e-03, eta: 7:31:50, time: 0.596, data_time: 0.007, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8542, loss_cls: 1.2958, loss: 1.2958 2020-07-01 04:31:48,231 - mmaction - INFO - Epoch [47][480/835] lr: 1.125e-03, eta: 7:31:38, time: 0.603, data_time: 0.010, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2700, loss: 1.2700 2020-07-01 04:32:00,159 - mmaction - INFO - Epoch [47][500/835] lr: 1.125e-03, eta: 7:31:25, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8542, loss_cls: 1.3445, loss: 1.3445 2020-07-01 04:32:12,303 - mmaction - INFO - Epoch [47][520/835] lr: 1.125e-03, eta: 7:31:13, time: 0.608, data_time: 0.014, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8625, loss_cls: 1.2917, loss: 1.2917 2020-07-01 04:32:24,242 - mmaction - INFO - Epoch [47][540/835] lr: 1.125e-03, eta: 7:31:01, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9083, loss_cls: 0.9855, loss: 0.9855 2020-07-01 04:32:36,192 - mmaction - INFO - Epoch [47][560/835] lr: 1.125e-03, eta: 7:30:49, time: 0.598, data_time: 0.008, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1103, loss: 1.1103 2020-07-01 04:32:48,197 - mmaction - INFO - Epoch [47][580/835] lr: 1.125e-03, eta: 7:30:36, time: 0.601, data_time: 0.008, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8750, loss_cls: 1.2422, loss: 1.2422 2020-07-01 04:33:00,338 - mmaction - INFO - Epoch [47][600/835] lr: 1.125e-03, eta: 7:30:24, time: 0.604, data_time: 0.011, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.3035, loss: 1.3035 2020-07-01 04:33:12,260 - mmaction - INFO - Epoch [47][620/835] lr: 1.125e-03, eta: 7:30:12, time: 0.598, data_time: 0.005, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8708, loss_cls: 1.3729, loss: 1.3729 2020-07-01 04:33:24,207 - mmaction - INFO - Epoch [47][640/835] lr: 1.125e-03, eta: 7:29:59, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.3078, loss: 1.3078 2020-07-01 04:33:36,089 - mmaction - INFO - Epoch [47][660/835] lr: 1.125e-03, eta: 7:29:47, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8250, loss_cls: 1.5649, loss: 1.5649 2020-07-01 04:33:48,072 - mmaction - INFO - Epoch [47][680/835] lr: 1.125e-03, eta: 7:29:34, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.2662, loss: 1.2662 2020-07-01 04:34:00,010 - mmaction - INFO - Epoch [47][700/835] lr: 1.125e-03, eta: 7:29:22, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1758, loss: 1.1758 2020-07-01 04:34:11,981 - mmaction - INFO - Epoch [47][720/835] lr: 1.125e-03, eta: 7:29:10, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8458, loss_cls: 1.2624, loss: 1.2624 2020-07-01 04:34:23,911 - mmaction - INFO - Epoch [47][740/835] lr: 1.125e-03, eta: 7:28:57, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8667, loss_cls: 1.1835, loss: 1.1835 2020-07-01 04:34:35,847 - mmaction - INFO - Epoch [47][760/835] lr: 1.125e-03, eta: 7:28:45, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.2834, loss: 1.2834 2020-07-01 04:34:47,754 - mmaction - INFO - Epoch [47][780/835] lr: 1.125e-03, eta: 7:28:33, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.2386, loss: 1.2386 2020-07-01 04:34:59,691 - mmaction - INFO - Epoch [47][800/835] lr: 1.125e-03, eta: 7:28:20, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.2985, loss: 1.2985 2020-07-01 04:35:11,620 - mmaction - INFO - Epoch [47][820/835] lr: 1.125e-03, eta: 7:28:08, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8542, loss_cls: 1.4270, loss: 1.4270 2020-07-01 04:35:44,749 - mmaction - INFO - Epoch [48][20/835] lr: 1.125e-03, eta: 7:27:49, time: 1.174, data_time: 0.565, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.2546, loss: 1.2546 2020-07-01 04:35:56,623 - mmaction - INFO - Epoch [48][40/835] lr: 1.125e-03, eta: 7:27:37, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0529, loss: 1.0529 2020-07-01 04:36:08,471 - mmaction - INFO - Epoch [48][60/835] lr: 1.125e-03, eta: 7:27:24, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.2149, loss: 1.2149 2020-07-01 04:36:20,385 - mmaction - INFO - Epoch [48][80/835] lr: 1.125e-03, eta: 7:27:12, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2012, loss: 1.2012 2020-07-01 04:36:32,340 - mmaction - INFO - Epoch [48][100/835] lr: 1.125e-03, eta: 7:26:59, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.2104, loss: 1.2104 2020-07-01 04:36:44,273 - mmaction - INFO - Epoch [48][120/835] lr: 1.125e-03, eta: 7:26:47, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8292, loss_cls: 1.4712, loss: 1.4712 2020-07-01 04:36:56,221 - mmaction - INFO - Epoch [48][140/835] lr: 1.125e-03, eta: 7:26:35, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8542, loss_cls: 1.3385, loss: 1.3385 2020-07-01 04:37:08,149 - mmaction - INFO - Epoch [48][160/835] lr: 1.125e-03, eta: 7:26:22, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.2645, loss: 1.2645 2020-07-01 04:37:20,054 - mmaction - INFO - Epoch [48][180/835] lr: 1.125e-03, eta: 7:26:10, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8667, loss_cls: 1.1841, loss: 1.1841 2020-07-01 04:37:31,973 - mmaction - INFO - Epoch [48][200/835] lr: 1.125e-03, eta: 7:25:57, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8833, loss_cls: 1.3058, loss: 1.3058 2020-07-01 04:37:43,895 - mmaction - INFO - Epoch [48][220/835] lr: 1.125e-03, eta: 7:25:45, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8583, loss_cls: 1.3761, loss: 1.3761 2020-07-01 04:37:55,813 - mmaction - INFO - Epoch [48][240/835] lr: 1.125e-03, eta: 7:25:33, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.3037, loss: 1.3037 2020-07-01 04:38:07,711 - mmaction - INFO - Epoch [48][260/835] lr: 1.125e-03, eta: 7:25:20, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.1146, loss: 1.1146 2020-07-01 04:38:19,585 - mmaction - INFO - Epoch [48][280/835] lr: 1.125e-03, eta: 7:25:08, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9292, loss_cls: 1.0008, loss: 1.0008 2020-07-01 04:38:31,511 - mmaction - INFO - Epoch [48][300/835] lr: 1.125e-03, eta: 7:24:55, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8417, loss_cls: 1.3813, loss: 1.3813 2020-07-01 04:38:43,497 - mmaction - INFO - Epoch [48][320/835] lr: 1.125e-03, eta: 7:24:43, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8417, loss_cls: 1.5637, loss: 1.5637 2020-07-01 04:38:55,389 - mmaction - INFO - Epoch [48][340/835] lr: 1.125e-03, eta: 7:24:30, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.3006, loss: 1.3006 2020-07-01 04:39:07,328 - mmaction - INFO - Epoch [48][360/835] lr: 1.125e-03, eta: 7:24:18, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8833, loss_cls: 1.1514, loss: 1.1514 2020-07-01 04:39:19,194 - mmaction - INFO - Epoch [48][380/835] lr: 1.125e-03, eta: 7:24:06, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.9083, loss_cls: 1.1595, loss: 1.1595 2020-07-01 04:39:31,151 - mmaction - INFO - Epoch [48][400/835] lr: 1.125e-03, eta: 7:23:53, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8792, loss_cls: 1.2608, loss: 1.2608 2020-07-01 04:39:43,101 - mmaction - INFO - Epoch [48][420/835] lr: 1.125e-03, eta: 7:23:41, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2476, loss: 1.2476 2020-07-01 04:39:55,059 - mmaction - INFO - Epoch [48][440/835] lr: 1.125e-03, eta: 7:23:29, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1715, loss: 1.1715 2020-07-01 04:40:07,018 - mmaction - INFO - Epoch [48][460/835] lr: 1.125e-03, eta: 7:23:16, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1534, loss: 1.1534 2020-07-01 04:40:18,985 - mmaction - INFO - Epoch [48][480/835] lr: 1.125e-03, eta: 7:23:04, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8458, loss_cls: 1.3667, loss: 1.3667 2020-07-01 04:40:30,893 - mmaction - INFO - Epoch [48][500/835] lr: 1.125e-03, eta: 7:22:51, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.9042, loss_cls: 1.1996, loss: 1.1996 2020-07-01 04:40:42,875 - mmaction - INFO - Epoch [48][520/835] lr: 1.125e-03, eta: 7:22:39, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2910, loss: 1.2910 2020-07-01 04:40:54,828 - mmaction - INFO - Epoch [48][540/835] lr: 1.125e-03, eta: 7:22:27, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8375, loss_cls: 1.3987, loss: 1.3987 2020-07-01 04:41:06,760 - mmaction - INFO - Epoch [48][560/835] lr: 1.125e-03, eta: 7:22:14, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.0789, loss: 1.0789 2020-07-01 04:41:18,642 - mmaction - INFO - Epoch [48][580/835] lr: 1.125e-03, eta: 7:22:02, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8542, loss_cls: 1.3964, loss: 1.3964 2020-07-01 04:41:30,572 - mmaction - INFO - Epoch [48][600/835] lr: 1.125e-03, eta: 7:21:50, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8708, loss_cls: 1.3009, loss: 1.3009 2020-07-01 04:41:42,519 - mmaction - INFO - Epoch [48][620/835] lr: 1.125e-03, eta: 7:21:37, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8458, loss_cls: 1.3705, loss: 1.3705 2020-07-01 04:41:54,406 - mmaction - INFO - Epoch [48][640/835] lr: 1.125e-03, eta: 7:21:25, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6167, top5_acc: 0.8375, loss_cls: 1.4737, loss: 1.4737 2020-07-01 04:42:06,277 - mmaction - INFO - Epoch [48][660/835] lr: 1.125e-03, eta: 7:21:12, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8500, loss_cls: 1.3267, loss: 1.3267 2020-07-01 04:42:18,332 - mmaction - INFO - Epoch [48][680/835] lr: 1.125e-03, eta: 7:21:00, time: 0.602, data_time: 0.008, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.1732, loss: 1.1732 2020-07-01 04:42:30,209 - mmaction - INFO - Epoch [48][700/835] lr: 1.125e-03, eta: 7:20:48, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8833, loss_cls: 1.1847, loss: 1.1847 2020-07-01 04:42:42,135 - mmaction - INFO - Epoch [48][720/835] lr: 1.125e-03, eta: 7:20:35, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8792, loss_cls: 1.1855, loss: 1.1855 2020-07-01 04:42:54,041 - mmaction - INFO - Epoch [48][740/835] lr: 1.125e-03, eta: 7:20:23, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8292, loss_cls: 1.4130, loss: 1.4130 2020-07-01 04:43:06,043 - mmaction - INFO - Epoch [48][760/835] lr: 1.125e-03, eta: 7:20:11, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.3247, loss: 1.3247 2020-07-01 04:43:17,974 - mmaction - INFO - Epoch [48][780/835] lr: 1.125e-03, eta: 7:19:58, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8667, loss_cls: 1.2020, loss: 1.2020 2020-07-01 04:43:29,855 - mmaction - INFO - Epoch [48][800/835] lr: 1.125e-03, eta: 7:19:46, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8667, loss_cls: 1.3819, loss: 1.3819 2020-07-01 04:43:41,767 - mmaction - INFO - Epoch [48][820/835] lr: 1.125e-03, eta: 7:19:33, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8917, loss_cls: 1.1686, loss: 1.1686 2020-07-01 04:44:15,650 - mmaction - INFO - Epoch [49][20/835] lr: 1.125e-03, eta: 7:19:15, time: 1.214, data_time: 0.590, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8625, loss_cls: 1.2166, loss: 1.2166 2020-07-01 04:44:27,512 - mmaction - INFO - Epoch [49][40/835] lr: 1.125e-03, eta: 7:19:03, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8542, loss_cls: 1.2950, loss: 1.2950 2020-07-01 04:44:39,393 - mmaction - INFO - Epoch [49][60/835] lr: 1.125e-03, eta: 7:18:51, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8458, loss_cls: 1.4130, loss: 1.4130 2020-07-01 04:44:51,304 - mmaction - INFO - Epoch [49][80/835] lr: 1.125e-03, eta: 7:18:38, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8667, loss_cls: 1.4409, loss: 1.4409 2020-07-01 04:45:03,202 - mmaction - INFO - Epoch [49][100/835] lr: 1.125e-03, eta: 7:18:26, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.1892, loss: 1.1892 2020-07-01 04:45:15,094 - mmaction - INFO - Epoch [49][120/835] lr: 1.125e-03, eta: 7:18:13, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.2531, loss: 1.2531 2020-07-01 04:45:26,972 - mmaction - INFO - Epoch [49][140/835] lr: 1.125e-03, eta: 7:18:01, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8542, loss_cls: 1.2804, loss: 1.2804 2020-07-01 04:45:38,868 - mmaction - INFO - Epoch [49][160/835] lr: 1.125e-03, eta: 7:17:48, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8958, loss_cls: 1.2440, loss: 1.2440 2020-07-01 04:45:50,718 - mmaction - INFO - Epoch [49][180/835] lr: 1.125e-03, eta: 7:17:36, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2984, loss: 1.2984 2020-07-01 04:46:02,615 - mmaction - INFO - Epoch [49][200/835] lr: 1.125e-03, eta: 7:17:24, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8708, loss_cls: 1.3914, loss: 1.3914 2020-07-01 04:46:14,551 - mmaction - INFO - Epoch [49][220/835] lr: 1.125e-03, eta: 7:17:11, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.3012, loss: 1.3012 2020-07-01 04:46:26,420 - mmaction - INFO - Epoch [49][240/835] lr: 1.125e-03, eta: 7:16:59, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8667, loss_cls: 1.3023, loss: 1.3023 2020-07-01 04:46:38,360 - mmaction - INFO - Epoch [49][260/835] lr: 1.125e-03, eta: 7:16:46, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9042, loss_cls: 1.1536, loss: 1.1536 2020-07-01 04:46:50,249 - mmaction - INFO - Epoch [49][280/835] lr: 1.125e-03, eta: 7:16:34, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8792, loss_cls: 1.1788, loss: 1.1788 2020-07-01 04:47:02,164 - mmaction - INFO - Epoch [49][300/835] lr: 1.125e-03, eta: 7:16:22, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8333, loss_cls: 1.3191, loss: 1.3191 2020-07-01 04:47:14,074 - mmaction - INFO - Epoch [49][320/835] lr: 1.125e-03, eta: 7:16:09, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3067, loss: 1.3067 2020-07-01 04:47:25,957 - mmaction - INFO - Epoch [49][340/835] lr: 1.125e-03, eta: 7:15:57, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9042, loss_cls: 1.0749, loss: 1.0749 2020-07-01 04:47:37,793 - mmaction - INFO - Epoch [49][360/835] lr: 1.125e-03, eta: 7:15:44, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.2383, loss: 1.2383 2020-07-01 04:47:49,715 - mmaction - INFO - Epoch [49][380/835] lr: 1.125e-03, eta: 7:15:32, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3040, loss: 1.3040 2020-07-01 04:48:01,647 - mmaction - INFO - Epoch [49][400/835] lr: 1.125e-03, eta: 7:15:20, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0406, loss: 1.0406 2020-07-01 04:48:13,559 - mmaction - INFO - Epoch [49][420/835] lr: 1.125e-03, eta: 7:15:07, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.1452, loss: 1.1452 2020-07-01 04:48:25,482 - mmaction - INFO - Epoch [49][440/835] lr: 1.125e-03, eta: 7:14:55, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.3120, loss: 1.3120 2020-07-01 04:48:37,387 - mmaction - INFO - Epoch [49][460/835] lr: 1.125e-03, eta: 7:14:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8667, loss_cls: 1.2780, loss: 1.2780 2020-07-01 04:48:49,533 - mmaction - INFO - Epoch [49][480/835] lr: 1.125e-03, eta: 7:14:30, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 0.9715, loss: 0.9715 2020-07-01 04:49:01,450 - mmaction - INFO - Epoch [49][500/835] lr: 1.125e-03, eta: 7:14:18, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8292, loss_cls: 1.4723, loss: 1.4723 2020-07-01 04:49:13,347 - mmaction - INFO - Epoch [49][520/835] lr: 1.125e-03, eta: 7:14:05, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8917, loss_cls: 1.0790, loss: 1.0790 2020-07-01 04:49:25,267 - mmaction - INFO - Epoch [49][540/835] lr: 1.125e-03, eta: 7:13:53, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8875, loss_cls: 1.2421, loss: 1.2421 2020-07-01 04:49:37,192 - mmaction - INFO - Epoch [49][560/835] lr: 1.125e-03, eta: 7:13:41, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1736, loss: 1.1736 2020-07-01 04:49:49,097 - mmaction - INFO - Epoch [49][580/835] lr: 1.125e-03, eta: 7:13:28, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1942, loss: 1.1942 2020-07-01 04:50:00,993 - mmaction - INFO - Epoch [49][600/835] lr: 1.125e-03, eta: 7:13:16, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8417, loss_cls: 1.4294, loss: 1.4294 2020-07-01 04:50:12,943 - mmaction - INFO - Epoch [49][620/835] lr: 1.125e-03, eta: 7:13:04, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9083, loss_cls: 1.1013, loss: 1.1013 2020-07-01 04:50:24,921 - mmaction - INFO - Epoch [49][640/835] lr: 1.125e-03, eta: 7:12:51, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8667, loss_cls: 1.3181, loss: 1.3181 2020-07-01 04:50:36,811 - mmaction - INFO - Epoch [49][660/835] lr: 1.125e-03, eta: 7:12:39, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.0458, loss: 1.0458 2020-07-01 04:50:48,701 - mmaction - INFO - Epoch [49][680/835] lr: 1.125e-03, eta: 7:12:26, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8333, loss_cls: 1.4680, loss: 1.4680 2020-07-01 04:51:00,632 - mmaction - INFO - Epoch [49][700/835] lr: 1.125e-03, eta: 7:12:14, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.2216, loss: 1.2216 2020-07-01 04:51:12,498 - mmaction - INFO - Epoch [49][720/835] lr: 1.125e-03, eta: 7:12:02, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9000, loss_cls: 1.2392, loss: 1.2392 2020-07-01 04:51:24,413 - mmaction - INFO - Epoch [49][740/835] lr: 1.125e-03, eta: 7:11:49, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8792, loss_cls: 1.3531, loss: 1.3531 2020-07-01 04:51:36,553 - mmaction - INFO - Epoch [49][760/835] lr: 1.125e-03, eta: 7:11:37, time: 0.609, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8417, loss_cls: 1.2637, loss: 1.2637 2020-07-01 04:51:48,434 - mmaction - INFO - Epoch [49][780/835] lr: 1.125e-03, eta: 7:11:25, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8792, loss_cls: 1.2975, loss: 1.2975 2020-07-01 04:52:00,379 - mmaction - INFO - Epoch [49][800/835] lr: 1.125e-03, eta: 7:11:12, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8542, loss_cls: 1.2612, loss: 1.2612 2020-07-01 04:52:12,319 - mmaction - INFO - Epoch [49][820/835] lr: 1.125e-03, eta: 7:11:00, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8333, loss_cls: 1.2848, loss: 1.2848 2020-07-01 04:52:45,405 - mmaction - INFO - Epoch [50][20/835] lr: 1.125e-03, eta: 7:10:41, time: 1.182, data_time: 0.545, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8417, loss_cls: 1.3605, loss: 1.3605 2020-07-01 04:52:57,248 - mmaction - INFO - Epoch [50][40/835] lr: 1.125e-03, eta: 7:10:29, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8500, loss_cls: 1.2729, loss: 1.2729 2020-07-01 04:53:09,196 - mmaction - INFO - Epoch [50][60/835] lr: 1.125e-03, eta: 7:10:17, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8667, loss_cls: 1.2270, loss: 1.2270 2020-07-01 04:53:21,086 - mmaction - INFO - Epoch [50][80/835] lr: 1.125e-03, eta: 7:10:04, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8417, loss_cls: 1.4428, loss: 1.4428 2020-07-01 04:53:32,972 - mmaction - INFO - Epoch [50][100/835] lr: 1.125e-03, eta: 7:09:52, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1905, loss: 1.1905 2020-07-01 04:53:44,868 - mmaction - INFO - Epoch [50][120/835] lr: 1.125e-03, eta: 7:09:39, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.2578, loss: 1.2578 2020-07-01 04:53:56,842 - mmaction - INFO - Epoch [50][140/835] lr: 1.125e-03, eta: 7:09:27, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8792, loss_cls: 1.2581, loss: 1.2581 2020-07-01 04:54:08,799 - mmaction - INFO - Epoch [50][160/835] lr: 1.125e-03, eta: 7:09:15, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1674, loss: 1.1674 2020-07-01 04:54:20,762 - mmaction - INFO - Epoch [50][180/835] lr: 1.125e-03, eta: 7:09:02, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8458, loss_cls: 1.2157, loss: 1.2157 2020-07-01 04:54:32,667 - mmaction - INFO - Epoch [50][200/835] lr: 1.125e-03, eta: 7:08:50, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8917, loss_cls: 1.2388, loss: 1.2388 2020-07-01 04:54:44,575 - mmaction - INFO - Epoch [50][220/835] lr: 1.125e-03, eta: 7:08:38, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2335, loss: 1.2335 2020-07-01 04:54:56,501 - mmaction - INFO - Epoch [50][240/835] lr: 1.125e-03, eta: 7:08:25, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1099, loss: 1.1099 2020-07-01 04:55:08,423 - mmaction - INFO - Epoch [50][260/835] lr: 1.125e-03, eta: 7:08:13, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8417, loss_cls: 1.3166, loss: 1.3166 2020-07-01 04:55:20,294 - mmaction - INFO - Epoch [50][280/835] lr: 1.125e-03, eta: 7:08:00, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8708, loss_cls: 1.3431, loss: 1.3431 2020-07-01 04:55:32,221 - mmaction - INFO - Epoch [50][300/835] lr: 1.125e-03, eta: 7:07:48, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.1849, loss: 1.1849 2020-07-01 04:55:44,123 - mmaction - INFO - Epoch [50][320/835] lr: 1.125e-03, eta: 7:07:36, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0452, loss: 1.0452 2020-07-01 04:55:56,010 - mmaction - INFO - Epoch [50][340/835] lr: 1.125e-03, eta: 7:07:23, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.1501, loss: 1.1501 2020-07-01 04:56:07,986 - mmaction - INFO - Epoch [50][360/835] lr: 1.125e-03, eta: 7:07:11, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2582, loss: 1.2582 2020-07-01 04:56:19,895 - mmaction - INFO - Epoch [50][380/835] lr: 1.125e-03, eta: 7:06:59, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9292, loss_cls: 1.0232, loss: 1.0232 2020-07-01 04:56:31,941 - mmaction - INFO - Epoch [50][400/835] lr: 1.125e-03, eta: 7:06:46, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1726, loss: 1.1726 2020-07-01 04:56:43,863 - mmaction - INFO - Epoch [50][420/835] lr: 1.125e-03, eta: 7:06:34, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6417, top5_acc: 0.8792, loss_cls: 1.3737, loss: 1.3737 2020-07-01 04:56:55,813 - mmaction - INFO - Epoch [50][440/835] lr: 1.125e-03, eta: 7:06:22, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3185, loss: 1.3185 2020-07-01 04:57:07,741 - mmaction - INFO - Epoch [50][460/835] lr: 1.125e-03, eta: 7:06:09, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8750, loss_cls: 1.2950, loss: 1.2950 2020-07-01 04:57:19,678 - mmaction - INFO - Epoch [50][480/835] lr: 1.125e-03, eta: 7:05:57, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 1.0395, loss: 1.0395 2020-07-01 04:57:31,579 - mmaction - INFO - Epoch [50][500/835] lr: 1.125e-03, eta: 7:05:45, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8458, loss_cls: 1.3467, loss: 1.3467 2020-07-01 04:57:43,514 - mmaction - INFO - Epoch [50][520/835] lr: 1.125e-03, eta: 7:05:32, time: 0.596, data_time: 0.000, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2412, loss: 1.2412 2020-07-01 04:57:55,421 - mmaction - INFO - Epoch [50][540/835] lr: 1.125e-03, eta: 7:05:20, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.3323, loss: 1.3323 2020-07-01 04:58:07,304 - mmaction - INFO - Epoch [50][560/835] lr: 1.125e-03, eta: 7:05:07, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8708, loss_cls: 1.1483, loss: 1.1483 2020-07-01 04:58:19,197 - mmaction - INFO - Epoch [50][580/835] lr: 1.125e-03, eta: 7:04:55, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9042, loss_cls: 1.0448, loss: 1.0448 2020-07-01 04:58:31,134 - mmaction - INFO - Epoch [50][600/835] lr: 1.125e-03, eta: 7:04:43, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2916, loss: 1.2916 2020-07-01 04:58:43,069 - mmaction - INFO - Epoch [50][620/835] lr: 1.125e-03, eta: 7:04:30, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8458, loss_cls: 1.3673, loss: 1.3673 2020-07-01 04:58:55,043 - mmaction - INFO - Epoch [50][640/835] lr: 1.125e-03, eta: 7:04:18, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1699, loss: 1.1699 2020-07-01 04:59:06,947 - mmaction - INFO - Epoch [50][660/835] lr: 1.125e-03, eta: 7:04:06, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.2984, loss: 1.2984 2020-07-01 04:59:18,874 - mmaction - INFO - Epoch [50][680/835] lr: 1.125e-03, eta: 7:03:53, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8500, loss_cls: 1.4242, loss: 1.4242 2020-07-01 04:59:30,780 - mmaction - INFO - Epoch [50][700/835] lr: 1.125e-03, eta: 7:03:41, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8458, loss_cls: 1.4146, loss: 1.4146 2020-07-01 04:59:42,672 - mmaction - INFO - Epoch [50][720/835] lr: 1.125e-03, eta: 7:03:29, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8750, loss_cls: 1.2564, loss: 1.2564 2020-07-01 04:59:54,647 - mmaction - INFO - Epoch [50][740/835] lr: 1.125e-03, eta: 7:03:16, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8708, loss_cls: 1.2365, loss: 1.2365 2020-07-01 05:00:07,417 - mmaction - INFO - Epoch [50][760/835] lr: 1.125e-03, eta: 7:03:05, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8583, loss_cls: 1.3739, loss: 1.3739 2020-07-01 05:00:19,375 - mmaction - INFO - Epoch [50][780/835] lr: 1.125e-03, eta: 7:02:52, time: 0.603, data_time: 0.009, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9167, loss_cls: 1.1174, loss: 1.1174 2020-07-01 05:00:31,294 - mmaction - INFO - Epoch [50][800/835] lr: 1.125e-03, eta: 7:02:40, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.2920, loss: 1.2920 2020-07-01 05:00:43,237 - mmaction - INFO - Epoch [50][820/835] lr: 1.125e-03, eta: 7:02:28, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1178, loss: 1.1178 2020-07-01 05:00:55,768 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-07-01 05:01:32,952 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 05:01:33,887 - mmaction - INFO - top1_acc 0.7027 top5_acc 0.8902 2020-07-01 05:01:33,887 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 05:01:33,937 - mmaction - INFO - mean_acc 0.7026 2020-07-01 05:01:33,945 - mmaction - INFO - Epoch [50][835/835] lr: 1.125e-03, top1_acc: 0.7027, top5_acc: 0.8902, mean_class_accuracy: 0.7026 2020-07-01 05:01:55,027 - mmaction - INFO - Epoch [51][20/835] lr: 1.125e-03, eta: 7:02:06, time: 1.053, data_time: 0.454, memory: 8344, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0690, loss: 1.0690 2020-07-01 05:02:06,840 - mmaction - INFO - Epoch [51][40/835] lr: 1.125e-03, eta: 7:01:54, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9250, loss_cls: 0.9457, loss: 0.9457 2020-07-01 05:02:18,738 - mmaction - INFO - Epoch [51][60/835] lr: 1.125e-03, eta: 7:01:41, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2680, loss: 1.2680 2020-07-01 05:02:30,632 - mmaction - INFO - Epoch [51][80/835] lr: 1.125e-03, eta: 7:01:29, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1295, loss: 1.1295 2020-07-01 05:02:42,517 - mmaction - INFO - Epoch [51][100/835] lr: 1.125e-03, eta: 7:01:17, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.0699, loss: 1.0699 2020-07-01 05:02:54,412 - mmaction - INFO - Epoch [51][120/835] lr: 1.125e-03, eta: 7:01:04, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.1744, loss: 1.1744 2020-07-01 05:03:06,330 - mmaction - INFO - Epoch [51][140/835] lr: 1.125e-03, eta: 7:00:52, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8500, loss_cls: 1.3757, loss: 1.3757 2020-07-01 05:03:18,218 - mmaction - INFO - Epoch [51][160/835] lr: 1.125e-03, eta: 7:00:40, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1241, loss: 1.1241 2020-07-01 05:03:30,134 - mmaction - INFO - Epoch [51][180/835] lr: 1.125e-03, eta: 7:00:27, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4653, loss: 1.4653 2020-07-01 05:03:42,025 - mmaction - INFO - Epoch [51][200/835] lr: 1.125e-03, eta: 7:00:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8625, loss_cls: 1.3371, loss: 1.3371 2020-07-01 05:03:53,903 - mmaction - INFO - Epoch [51][220/835] lr: 1.125e-03, eta: 7:00:02, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1344, loss: 1.1344 2020-07-01 05:04:05,875 - mmaction - INFO - Epoch [51][240/835] lr: 1.125e-03, eta: 6:59:50, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.1855, loss: 1.1855 2020-07-01 05:04:17,817 - mmaction - INFO - Epoch [51][260/835] lr: 1.125e-03, eta: 6:59:38, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.2159, loss: 1.2159 2020-07-01 05:04:29,776 - mmaction - INFO - Epoch [51][280/835] lr: 1.125e-03, eta: 6:59:26, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8958, loss_cls: 1.2480, loss: 1.2480 2020-07-01 05:04:41,687 - mmaction - INFO - Epoch [51][300/835] lr: 1.125e-03, eta: 6:59:13, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.9042, loss_cls: 1.1433, loss: 1.1433 2020-07-01 05:04:53,623 - mmaction - INFO - Epoch [51][320/835] lr: 1.125e-03, eta: 6:59:01, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.2378, loss: 1.2378 2020-07-01 05:05:05,569 - mmaction - INFO - Epoch [51][340/835] lr: 1.125e-03, eta: 6:58:48, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.2333, loss: 1.2333 2020-07-01 05:05:17,511 - mmaction - INFO - Epoch [51][360/835] lr: 1.125e-03, eta: 6:58:36, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1052, loss: 1.1052 2020-07-01 05:05:29,370 - mmaction - INFO - Epoch [51][380/835] lr: 1.125e-03, eta: 6:58:24, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.2310, loss: 1.2310 2020-07-01 05:05:41,350 - mmaction - INFO - Epoch [51][400/835] lr: 1.125e-03, eta: 6:58:11, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.2029, loss: 1.2029 2020-07-01 05:05:53,229 - mmaction - INFO - Epoch [51][420/835] lr: 1.125e-03, eta: 6:57:59, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8500, loss_cls: 1.4070, loss: 1.4070 2020-07-01 05:06:05,161 - mmaction - INFO - Epoch [51][440/835] lr: 1.125e-03, eta: 6:57:47, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8125, loss_cls: 1.4845, loss: 1.4845 2020-07-01 05:06:17,088 - mmaction - INFO - Epoch [51][460/835] lr: 1.125e-03, eta: 6:57:34, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.2957, loss: 1.2957 2020-07-01 05:06:29,054 - mmaction - INFO - Epoch [51][480/835] lr: 1.125e-03, eta: 6:57:22, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1953, loss: 1.1953 2020-07-01 05:06:41,001 - mmaction - INFO - Epoch [51][500/835] lr: 1.125e-03, eta: 6:57:10, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4228, loss: 1.4228 2020-07-01 05:06:52,857 - mmaction - INFO - Epoch [51][520/835] lr: 1.125e-03, eta: 6:56:57, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8208, loss_cls: 1.4364, loss: 1.4364 2020-07-01 05:07:04,785 - mmaction - INFO - Epoch [51][540/835] lr: 1.125e-03, eta: 6:56:45, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8500, loss_cls: 1.2925, loss: 1.2925 2020-07-01 05:07:16,721 - mmaction - INFO - Epoch [51][560/835] lr: 1.125e-03, eta: 6:56:33, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8458, loss_cls: 1.2485, loss: 1.2485 2020-07-01 05:07:28,635 - mmaction - INFO - Epoch [51][580/835] lr: 1.125e-03, eta: 6:56:20, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8792, loss_cls: 1.2705, loss: 1.2705 2020-07-01 05:07:40,565 - mmaction - INFO - Epoch [51][600/835] lr: 1.125e-03, eta: 6:56:08, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2654, loss: 1.2654 2020-07-01 05:07:52,484 - mmaction - INFO - Epoch [51][620/835] lr: 1.125e-03, eta: 6:55:56, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1666, loss: 1.1666 2020-07-01 05:08:04,382 - mmaction - INFO - Epoch [51][640/835] lr: 1.125e-03, eta: 6:55:43, time: 0.594, data_time: 0.000, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8625, loss_cls: 1.3701, loss: 1.3701 2020-07-01 05:08:16,324 - mmaction - INFO - Epoch [51][660/835] lr: 1.125e-03, eta: 6:55:31, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.9000, loss_cls: 1.2749, loss: 1.2749 2020-07-01 05:08:28,338 - mmaction - INFO - Epoch [51][680/835] lr: 1.125e-03, eta: 6:55:19, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8583, loss_cls: 1.3882, loss: 1.3882 2020-07-01 05:08:40,213 - mmaction - INFO - Epoch [51][700/835] lr: 1.125e-03, eta: 6:55:06, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.1245, loss: 1.1245 2020-07-01 05:08:52,134 - mmaction - INFO - Epoch [51][720/835] lr: 1.125e-03, eta: 6:54:54, time: 0.595, data_time: 0.000, memory: 8344, top1_acc: 0.6958, top5_acc: 0.9042, loss_cls: 1.1305, loss: 1.1305 2020-07-01 05:09:04,027 - mmaction - INFO - Epoch [51][740/835] lr: 1.125e-03, eta: 6:54:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.2913, loss: 1.2913 2020-07-01 05:09:15,932 - mmaction - INFO - Epoch [51][760/835] lr: 1.125e-03, eta: 6:54:29, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.0743, loss: 1.0743 2020-07-01 05:09:27,845 - mmaction - INFO - Epoch [51][780/835] lr: 1.125e-03, eta: 6:54:17, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2454, loss: 1.2454 2020-07-01 05:09:39,802 - mmaction - INFO - Epoch [51][800/835] lr: 1.125e-03, eta: 6:54:05, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8417, loss_cls: 1.4612, loss: 1.4612 2020-07-01 05:09:51,792 - mmaction - INFO - Epoch [51][820/835] lr: 1.125e-03, eta: 6:53:52, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2345, loss: 1.2345 2020-07-01 05:10:26,105 - mmaction - INFO - Epoch [52][20/835] lr: 1.125e-03, eta: 6:53:34, time: 1.229, data_time: 0.633, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.1631, loss: 1.1631 2020-07-01 05:10:37,999 - mmaction - INFO - Epoch [52][40/835] lr: 1.125e-03, eta: 6:53:22, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8417, loss_cls: 1.4136, loss: 1.4136 2020-07-01 05:10:49,923 - mmaction - INFO - Epoch [52][60/835] lr: 1.125e-03, eta: 6:53:10, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8417, loss_cls: 1.4495, loss: 1.4495 2020-07-01 05:11:01,850 - mmaction - INFO - Epoch [52][80/835] lr: 1.125e-03, eta: 6:52:57, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9380, loss: 0.9380 2020-07-01 05:11:13,754 - mmaction - INFO - Epoch [52][100/835] lr: 1.125e-03, eta: 6:52:45, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.1932, loss: 1.1932 2020-07-01 05:11:25,722 - mmaction - INFO - Epoch [52][120/835] lr: 1.125e-03, eta: 6:52:33, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8667, loss_cls: 1.3432, loss: 1.3432 2020-07-01 05:11:37,670 - mmaction - INFO - Epoch [52][140/835] lr: 1.125e-03, eta: 6:52:20, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8542, loss_cls: 1.3935, loss: 1.3935 2020-07-01 05:11:49,606 - mmaction - INFO - Epoch [52][160/835] lr: 1.125e-03, eta: 6:52:08, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8417, loss_cls: 1.3432, loss: 1.3432 2020-07-01 05:12:01,473 - mmaction - INFO - Epoch [52][180/835] lr: 1.125e-03, eta: 6:51:56, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.1397, loss: 1.1397 2020-07-01 05:12:13,458 - mmaction - INFO - Epoch [52][200/835] lr: 1.125e-03, eta: 6:51:43, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8750, loss_cls: 1.1614, loss: 1.1614 2020-07-01 05:12:25,365 - mmaction - INFO - Epoch [52][220/835] lr: 1.125e-03, eta: 6:51:31, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8458, loss_cls: 1.4081, loss: 1.4081 2020-07-01 05:12:37,252 - mmaction - INFO - Epoch [52][240/835] lr: 1.125e-03, eta: 6:51:19, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.1610, loss: 1.1610 2020-07-01 05:12:49,189 - mmaction - INFO - Epoch [52][260/835] lr: 1.125e-03, eta: 6:51:06, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8625, loss_cls: 1.2439, loss: 1.2439 2020-07-01 05:13:01,086 - mmaction - INFO - Epoch [52][280/835] lr: 1.125e-03, eta: 6:50:54, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.2236, loss: 1.2236 2020-07-01 05:13:12,997 - mmaction - INFO - Epoch [52][300/835] lr: 1.125e-03, eta: 6:50:42, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9083, loss_cls: 1.0810, loss: 1.0810 2020-07-01 05:13:24,937 - mmaction - INFO - Epoch [52][320/835] lr: 1.125e-03, eta: 6:50:29, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1640, loss: 1.1640 2020-07-01 05:13:36,874 - mmaction - INFO - Epoch [52][340/835] lr: 1.125e-03, eta: 6:50:17, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.3538, loss: 1.3538 2020-07-01 05:13:48,825 - mmaction - INFO - Epoch [52][360/835] lr: 1.125e-03, eta: 6:50:05, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.4691, loss: 1.4691 2020-07-01 05:14:00,747 - mmaction - INFO - Epoch [52][380/835] lr: 1.125e-03, eta: 6:49:52, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.1699, loss: 1.1699 2020-07-01 05:14:12,661 - mmaction - INFO - Epoch [52][400/835] lr: 1.125e-03, eta: 6:49:40, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8708, loss_cls: 1.2297, loss: 1.2297 2020-07-01 05:14:24,580 - mmaction - INFO - Epoch [52][420/835] lr: 1.125e-03, eta: 6:49:28, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8625, loss_cls: 1.3731, loss: 1.3731 2020-07-01 05:14:36,460 - mmaction - INFO - Epoch [52][440/835] lr: 1.125e-03, eta: 6:49:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8500, loss_cls: 1.3007, loss: 1.3007 2020-07-01 05:14:48,443 - mmaction - INFO - Epoch [52][460/835] lr: 1.125e-03, eta: 6:49:03, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8667, loss_cls: 1.1367, loss: 1.1367 2020-07-01 05:15:00,413 - mmaction - INFO - Epoch [52][480/835] lr: 1.125e-03, eta: 6:48:51, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8583, loss_cls: 1.3573, loss: 1.3573 2020-07-01 05:15:12,298 - mmaction - INFO - Epoch [52][500/835] lr: 1.125e-03, eta: 6:48:38, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8375, loss_cls: 1.4776, loss: 1.4776 2020-07-01 05:15:24,190 - mmaction - INFO - Epoch [52][520/835] lr: 1.125e-03, eta: 6:48:26, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.2895, loss: 1.2895 2020-07-01 05:15:36,118 - mmaction - INFO - Epoch [52][540/835] lr: 1.125e-03, eta: 6:48:14, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.1423, loss: 1.1423 2020-07-01 05:15:48,082 - mmaction - INFO - Epoch [52][560/835] lr: 1.125e-03, eta: 6:48:01, time: 0.596, data_time: 0.000, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2233, loss: 1.2233 2020-07-01 05:15:59,962 - mmaction - INFO - Epoch [52][580/835] lr: 1.125e-03, eta: 6:47:49, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8458, loss_cls: 1.3996, loss: 1.3996 2020-07-01 05:16:11,852 - mmaction - INFO - Epoch [52][600/835] lr: 1.125e-03, eta: 6:47:37, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1236, loss: 1.1236 2020-07-01 05:16:23,707 - mmaction - INFO - Epoch [52][620/835] lr: 1.125e-03, eta: 6:47:24, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8958, loss_cls: 1.0904, loss: 1.0904 2020-07-01 05:16:35,671 - mmaction - INFO - Epoch [52][640/835] lr: 1.125e-03, eta: 6:47:12, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.1364, loss: 1.1364 2020-07-01 05:16:47,576 - mmaction - INFO - Epoch [52][660/835] lr: 1.125e-03, eta: 6:47:00, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.3050, loss: 1.3050 2020-07-01 05:16:59,486 - mmaction - INFO - Epoch [52][680/835] lr: 1.125e-03, eta: 6:46:47, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2187, loss: 1.2187 2020-07-01 05:17:11,390 - mmaction - INFO - Epoch [52][700/835] lr: 1.125e-03, eta: 6:46:35, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0724, loss: 1.0724 2020-07-01 05:17:23,332 - mmaction - INFO - Epoch [52][720/835] lr: 1.125e-03, eta: 6:46:23, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.3000, loss: 1.3000 2020-07-01 05:17:35,266 - mmaction - INFO - Epoch [52][740/835] lr: 1.125e-03, eta: 6:46:10, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.2289, loss: 1.2289 2020-07-01 05:17:47,127 - mmaction - INFO - Epoch [52][760/835] lr: 1.125e-03, eta: 6:45:58, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.9333, loss_cls: 1.0224, loss: 1.0224 2020-07-01 05:17:59,025 - mmaction - INFO - Epoch [52][780/835] lr: 1.125e-03, eta: 6:45:46, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.2976, loss: 1.2976 2020-07-01 05:18:11,003 - mmaction - INFO - Epoch [52][800/835] lr: 1.125e-03, eta: 6:45:33, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.2465, loss: 1.2465 2020-07-01 05:18:22,942 - mmaction - INFO - Epoch [52][820/835] lr: 1.125e-03, eta: 6:45:21, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2551, loss: 1.2551 2020-07-01 05:18:56,181 - mmaction - INFO - Epoch [53][20/835] lr: 1.125e-03, eta: 6:45:02, time: 1.189, data_time: 0.592, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8792, loss_cls: 1.2724, loss: 1.2724 2020-07-01 05:19:08,158 - mmaction - INFO - Epoch [53][40/835] lr: 1.125e-03, eta: 6:44:50, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.2225, loss: 1.2225 2020-07-01 05:19:20,046 - mmaction - INFO - Epoch [53][60/835] lr: 1.125e-03, eta: 6:44:37, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1496, loss: 1.1496 2020-07-01 05:19:31,937 - mmaction - INFO - Epoch [53][80/835] lr: 1.125e-03, eta: 6:44:25, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1298, loss: 1.1298 2020-07-01 05:19:43,840 - mmaction - INFO - Epoch [53][100/835] lr: 1.125e-03, eta: 6:44:13, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8542, loss_cls: 1.2981, loss: 1.2981 2020-07-01 05:19:55,779 - mmaction - INFO - Epoch [53][120/835] lr: 1.125e-03, eta: 6:44:00, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.1353, loss: 1.1353 2020-07-01 05:20:07,675 - mmaction - INFO - Epoch [53][140/835] lr: 1.125e-03, eta: 6:43:48, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.1392, loss: 1.1392 2020-07-01 05:20:19,601 - mmaction - INFO - Epoch [53][160/835] lr: 1.125e-03, eta: 6:43:36, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8833, loss_cls: 1.1857, loss: 1.1857 2020-07-01 05:20:31,501 - mmaction - INFO - Epoch [53][180/835] lr: 1.125e-03, eta: 6:43:23, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8792, loss_cls: 1.2520, loss: 1.2520 2020-07-01 05:20:43,377 - mmaction - INFO - Epoch [53][200/835] lr: 1.125e-03, eta: 6:43:11, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8875, loss_cls: 1.1738, loss: 1.1738 2020-07-01 05:20:55,349 - mmaction - INFO - Epoch [53][220/835] lr: 1.125e-03, eta: 6:42:59, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2202, loss: 1.2202 2020-07-01 05:21:07,256 - mmaction - INFO - Epoch [53][240/835] lr: 1.125e-03, eta: 6:42:46, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1107, loss: 1.1107 2020-07-01 05:21:19,181 - mmaction - INFO - Epoch [53][260/835] lr: 1.125e-03, eta: 6:42:34, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8667, loss_cls: 1.3882, loss: 1.3882 2020-07-01 05:21:31,055 - mmaction - INFO - Epoch [53][280/835] lr: 1.125e-03, eta: 6:42:22, time: 0.593, data_time: 0.000, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8583, loss_cls: 1.3117, loss: 1.3117 2020-07-01 05:21:42,926 - mmaction - INFO - Epoch [53][300/835] lr: 1.125e-03, eta: 6:42:09, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9292, loss_cls: 1.0953, loss: 1.0953 2020-07-01 05:21:54,849 - mmaction - INFO - Epoch [53][320/835] lr: 1.125e-03, eta: 6:41:57, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8542, loss_cls: 1.3457, loss: 1.3457 2020-07-01 05:22:06,749 - mmaction - INFO - Epoch [53][340/835] lr: 1.125e-03, eta: 6:41:45, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8833, loss_cls: 1.1645, loss: 1.1645 2020-07-01 05:22:18,676 - mmaction - INFO - Epoch [53][360/835] lr: 1.125e-03, eta: 6:41:32, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.1384, loss: 1.1384 2020-07-01 05:22:30,637 - mmaction - INFO - Epoch [53][380/835] lr: 1.125e-03, eta: 6:41:20, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.1569, loss: 1.1569 2020-07-01 05:22:42,560 - mmaction - INFO - Epoch [53][400/835] lr: 1.125e-03, eta: 6:41:08, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8292, loss_cls: 1.4094, loss: 1.4094 2020-07-01 05:22:54,463 - mmaction - INFO - Epoch [53][420/835] lr: 1.125e-03, eta: 6:40:55, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.2809, loss: 1.2809 2020-07-01 05:23:06,465 - mmaction - INFO - Epoch [53][440/835] lr: 1.125e-03, eta: 6:40:43, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.1527, loss: 1.1527 2020-07-01 05:23:18,379 - mmaction - INFO - Epoch [53][460/835] lr: 1.125e-03, eta: 6:40:31, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2787, loss: 1.2787 2020-07-01 05:23:30,342 - mmaction - INFO - Epoch [53][480/835] lr: 1.125e-03, eta: 6:40:19, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8958, loss_cls: 1.2928, loss: 1.2928 2020-07-01 05:23:42,270 - mmaction - INFO - Epoch [53][500/835] lr: 1.125e-03, eta: 6:40:06, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1514, loss: 1.1514 2020-07-01 05:23:54,191 - mmaction - INFO - Epoch [53][520/835] lr: 1.125e-03, eta: 6:39:54, time: 0.595, data_time: 0.000, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8542, loss_cls: 1.3615, loss: 1.3615 2020-07-01 05:24:06,167 - mmaction - INFO - Epoch [53][540/835] lr: 1.125e-03, eta: 6:39:42, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.0888, loss: 1.0888 2020-07-01 05:24:18,178 - mmaction - INFO - Epoch [53][560/835] lr: 1.125e-03, eta: 6:39:29, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8708, loss_cls: 1.2643, loss: 1.2643 2020-07-01 05:24:30,130 - mmaction - INFO - Epoch [53][580/835] lr: 1.125e-03, eta: 6:39:17, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8833, loss_cls: 1.1966, loss: 1.1966 2020-07-01 05:24:42,027 - mmaction - INFO - Epoch [53][600/835] lr: 1.125e-03, eta: 6:39:05, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2652, loss: 1.2652 2020-07-01 05:24:53,947 - mmaction - INFO - Epoch [53][620/835] lr: 1.125e-03, eta: 6:38:52, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8792, loss_cls: 1.3201, loss: 1.3201 2020-07-01 05:25:05,825 - mmaction - INFO - Epoch [53][640/835] lr: 1.125e-03, eta: 6:38:40, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1819, loss: 1.1819 2020-07-01 05:25:17,739 - mmaction - INFO - Epoch [53][660/835] lr: 1.125e-03, eta: 6:38:28, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8625, loss_cls: 1.1926, loss: 1.1926 2020-07-01 05:25:29,657 - mmaction - INFO - Epoch [53][680/835] lr: 1.125e-03, eta: 6:38:15, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.1142, loss: 1.1142 2020-07-01 05:25:41,573 - mmaction - INFO - Epoch [53][700/835] lr: 1.125e-03, eta: 6:38:03, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.1485, loss: 1.1485 2020-07-01 05:25:53,507 - mmaction - INFO - Epoch [53][720/835] lr: 1.125e-03, eta: 6:37:51, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.1605, loss: 1.1605 2020-07-01 05:26:05,362 - mmaction - INFO - Epoch [53][740/835] lr: 1.125e-03, eta: 6:37:38, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.2397, loss: 1.2397 2020-07-01 05:26:17,276 - mmaction - INFO - Epoch [53][760/835] lr: 1.125e-03, eta: 6:37:26, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.3474, loss: 1.3474 2020-07-01 05:26:29,191 - mmaction - INFO - Epoch [53][780/835] lr: 1.125e-03, eta: 6:37:14, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8750, loss_cls: 1.3436, loss: 1.3436 2020-07-01 05:26:41,054 - mmaction - INFO - Epoch [53][800/835] lr: 1.125e-03, eta: 6:37:01, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2219, loss: 1.2219 2020-07-01 05:26:52,951 - mmaction - INFO - Epoch [53][820/835] lr: 1.125e-03, eta: 6:36:49, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8583, loss_cls: 1.2571, loss: 1.2571 2020-07-01 05:27:26,813 - mmaction - INFO - Epoch [54][20/835] lr: 1.125e-03, eta: 6:36:31, time: 1.213, data_time: 0.570, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8667, loss_cls: 1.2484, loss: 1.2484 2020-07-01 05:27:38,702 - mmaction - INFO - Epoch [54][40/835] lr: 1.125e-03, eta: 6:36:18, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 1.0771, loss: 1.0771 2020-07-01 05:27:50,665 - mmaction - INFO - Epoch [54][60/835] lr: 1.125e-03, eta: 6:36:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.3246, loss: 1.3246 2020-07-01 05:28:02,539 - mmaction - INFO - Epoch [54][80/835] lr: 1.125e-03, eta: 6:35:54, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.2031, loss: 1.2031 2020-07-01 05:28:14,461 - mmaction - INFO - Epoch [54][100/835] lr: 1.125e-03, eta: 6:35:41, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8667, loss_cls: 1.3385, loss: 1.3385 2020-07-01 05:28:26,397 - mmaction - INFO - Epoch [54][120/835] lr: 1.125e-03, eta: 6:35:29, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2592, loss: 1.2592 2020-07-01 05:28:38,391 - mmaction - INFO - Epoch [54][140/835] lr: 1.125e-03, eta: 6:35:17, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.2419, loss: 1.2419 2020-07-01 05:28:50,288 - mmaction - INFO - Epoch [54][160/835] lr: 1.125e-03, eta: 6:35:04, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8542, loss_cls: 1.4002, loss: 1.4002 2020-07-01 05:29:02,224 - mmaction - INFO - Epoch [54][180/835] lr: 1.125e-03, eta: 6:34:52, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8792, loss_cls: 1.2125, loss: 1.2125 2020-07-01 05:29:14,168 - mmaction - INFO - Epoch [54][200/835] lr: 1.125e-03, eta: 6:34:40, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0767, loss: 1.0767 2020-07-01 05:29:26,076 - mmaction - INFO - Epoch [54][220/835] lr: 1.125e-03, eta: 6:34:27, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8833, loss_cls: 1.2847, loss: 1.2847 2020-07-01 05:29:38,007 - mmaction - INFO - Epoch [54][240/835] lr: 1.125e-03, eta: 6:34:15, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.2476, loss: 1.2476 2020-07-01 05:29:49,929 - mmaction - INFO - Epoch [54][260/835] lr: 1.125e-03, eta: 6:34:03, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1977, loss: 1.1977 2020-07-01 05:30:01,896 - mmaction - INFO - Epoch [54][280/835] lr: 1.125e-03, eta: 6:33:51, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2556, loss: 1.2556 2020-07-01 05:30:13,786 - mmaction - INFO - Epoch [54][300/835] lr: 1.125e-03, eta: 6:33:38, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9125, loss_cls: 1.0951, loss: 1.0951 2020-07-01 05:30:25,666 - mmaction - INFO - Epoch [54][320/835] lr: 1.125e-03, eta: 6:33:26, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2504, loss: 1.2504 2020-07-01 05:30:37,591 - mmaction - INFO - Epoch [54][340/835] lr: 1.125e-03, eta: 6:33:14, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9000, loss_cls: 1.0398, loss: 1.0398 2020-07-01 05:30:49,489 - mmaction - INFO - Epoch [54][360/835] lr: 1.125e-03, eta: 6:33:01, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.9083, loss_cls: 1.1000, loss: 1.1000 2020-07-01 05:31:01,400 - mmaction - INFO - Epoch [54][380/835] lr: 1.125e-03, eta: 6:32:49, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1336, loss: 1.1336 2020-07-01 05:31:13,309 - mmaction - INFO - Epoch [54][400/835] lr: 1.125e-03, eta: 6:32:37, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.1993, loss: 1.1993 2020-07-01 05:31:25,234 - mmaction - INFO - Epoch [54][420/835] lr: 1.125e-03, eta: 6:32:24, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.2662, loss: 1.2662 2020-07-01 05:31:37,121 - mmaction - INFO - Epoch [54][440/835] lr: 1.125e-03, eta: 6:32:12, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2636, loss: 1.2636 2020-07-01 05:31:49,098 - mmaction - INFO - Epoch [54][460/835] lr: 1.125e-03, eta: 6:32:00, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.2394, loss: 1.2394 2020-07-01 05:32:01,042 - mmaction - INFO - Epoch [54][480/835] lr: 1.125e-03, eta: 6:31:47, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8583, loss_cls: 1.2612, loss: 1.2612 2020-07-01 05:32:12,992 - mmaction - INFO - Epoch [54][500/835] lr: 1.125e-03, eta: 6:31:35, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9042, loss_cls: 1.1245, loss: 1.1245 2020-07-01 05:32:24,911 - mmaction - INFO - Epoch [54][520/835] lr: 1.125e-03, eta: 6:31:23, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8500, loss_cls: 1.2229, loss: 1.2229 2020-07-01 05:32:36,844 - mmaction - INFO - Epoch [54][540/835] lr: 1.125e-03, eta: 6:31:11, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8750, loss_cls: 1.2474, loss: 1.2474 2020-07-01 05:32:48,758 - mmaction - INFO - Epoch [54][560/835] lr: 1.125e-03, eta: 6:30:58, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8875, loss_cls: 1.3351, loss: 1.3351 2020-07-01 05:33:00,692 - mmaction - INFO - Epoch [54][580/835] lr: 1.125e-03, eta: 6:30:46, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4562, loss: 1.4562 2020-07-01 05:33:12,617 - mmaction - INFO - Epoch [54][600/835] lr: 1.125e-03, eta: 6:30:34, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8708, loss_cls: 1.2695, loss: 1.2695 2020-07-01 05:33:24,571 - mmaction - INFO - Epoch [54][620/835] lr: 1.125e-03, eta: 6:30:21, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8417, loss_cls: 1.4293, loss: 1.4293 2020-07-01 05:33:36,538 - mmaction - INFO - Epoch [54][640/835] lr: 1.125e-03, eta: 6:30:09, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2423, loss: 1.2423 2020-07-01 05:33:48,500 - mmaction - INFO - Epoch [54][660/835] lr: 1.125e-03, eta: 6:29:57, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1908, loss: 1.1908 2020-07-01 05:34:00,456 - mmaction - INFO - Epoch [54][680/835] lr: 1.125e-03, eta: 6:29:45, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1662, loss: 1.1662 2020-07-01 05:34:12,405 - mmaction - INFO - Epoch [54][700/835] lr: 1.125e-03, eta: 6:29:32, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3963, loss: 1.3963 2020-07-01 05:34:24,333 - mmaction - INFO - Epoch [54][720/835] lr: 1.125e-03, eta: 6:29:20, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.1813, loss: 1.1813 2020-07-01 05:34:36,230 - mmaction - INFO - Epoch [54][740/835] lr: 1.125e-03, eta: 6:29:08, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8792, loss_cls: 1.1875, loss: 1.1875 2020-07-01 05:34:48,221 - mmaction - INFO - Epoch [54][760/835] lr: 1.125e-03, eta: 6:28:55, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8625, loss_cls: 1.2713, loss: 1.2713 2020-07-01 05:35:00,158 - mmaction - INFO - Epoch [54][780/835] lr: 1.125e-03, eta: 6:28:43, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8792, loss_cls: 1.2148, loss: 1.2148 2020-07-01 05:35:12,079 - mmaction - INFO - Epoch [54][800/835] lr: 1.125e-03, eta: 6:28:31, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1117, loss: 1.1117 2020-07-01 05:35:24,048 - mmaction - INFO - Epoch [54][820/835] lr: 1.125e-03, eta: 6:28:19, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1292, loss: 1.1292 2020-07-01 05:35:57,211 - mmaction - INFO - Epoch [55][20/835] lr: 1.125e-03, eta: 6:27:59, time: 1.178, data_time: 0.570, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1793, loss: 1.1793 2020-07-01 05:36:09,062 - mmaction - INFO - Epoch [55][40/835] lr: 1.125e-03, eta: 6:27:47, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8542, loss_cls: 1.3474, loss: 1.3474 2020-07-01 05:36:21,034 - mmaction - INFO - Epoch [55][60/835] lr: 1.125e-03, eta: 6:27:35, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8333, loss_cls: 1.5105, loss: 1.5105 2020-07-01 05:36:32,972 - mmaction - INFO - Epoch [55][80/835] lr: 1.125e-03, eta: 6:27:22, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2213, loss: 1.2213 2020-07-01 05:36:44,899 - mmaction - INFO - Epoch [55][100/835] lr: 1.125e-03, eta: 6:27:10, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8750, loss_cls: 1.1684, loss: 1.1684 2020-07-01 05:36:56,857 - mmaction - INFO - Epoch [55][120/835] lr: 1.125e-03, eta: 6:26:58, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2548, loss: 1.2548 2020-07-01 05:37:08,821 - mmaction - INFO - Epoch [55][140/835] lr: 1.125e-03, eta: 6:26:46, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.2758, loss: 1.2758 2020-07-01 05:37:20,799 - mmaction - INFO - Epoch [55][160/835] lr: 1.125e-03, eta: 6:26:33, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9684, loss: 0.9684 2020-07-01 05:37:32,674 - mmaction - INFO - Epoch [55][180/835] lr: 1.125e-03, eta: 6:26:21, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.2179, loss: 1.2179 2020-07-01 05:37:44,695 - mmaction - INFO - Epoch [55][200/835] lr: 1.125e-03, eta: 6:26:09, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 1.0473, loss: 1.0473 2020-07-01 05:37:56,606 - mmaction - INFO - Epoch [55][220/835] lr: 1.125e-03, eta: 6:25:56, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.2817, loss: 1.2817 2020-07-01 05:38:08,618 - mmaction - INFO - Epoch [55][240/835] lr: 1.125e-03, eta: 6:25:44, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2349, loss: 1.2349 2020-07-01 05:38:20,557 - mmaction - INFO - Epoch [55][260/835] lr: 1.125e-03, eta: 6:25:32, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.1200, loss: 1.1200 2020-07-01 05:38:32,499 - mmaction - INFO - Epoch [55][280/835] lr: 1.125e-03, eta: 6:25:20, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2541, loss: 1.2541 2020-07-01 05:38:44,473 - mmaction - INFO - Epoch [55][300/835] lr: 1.125e-03, eta: 6:25:07, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.1885, loss: 1.1885 2020-07-01 05:38:56,435 - mmaction - INFO - Epoch [55][320/835] lr: 1.125e-03, eta: 6:24:55, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8792, loss_cls: 1.2513, loss: 1.2513 2020-07-01 05:39:08,338 - mmaction - INFO - Epoch [55][340/835] lr: 1.125e-03, eta: 6:24:43, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.0955, loss: 1.0955 2020-07-01 05:39:20,277 - mmaction - INFO - Epoch [55][360/835] lr: 1.125e-03, eta: 6:24:30, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8833, loss_cls: 1.1641, loss: 1.1641 2020-07-01 05:39:32,221 - mmaction - INFO - Epoch [55][380/835] lr: 1.125e-03, eta: 6:24:18, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.2750, loss: 1.2750 2020-07-01 05:39:44,173 - mmaction - INFO - Epoch [55][400/835] lr: 1.125e-03, eta: 6:24:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.1414, loss: 1.1414 2020-07-01 05:39:56,084 - mmaction - INFO - Epoch [55][420/835] lr: 1.125e-03, eta: 6:23:54, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8542, loss_cls: 1.3019, loss: 1.3019 2020-07-01 05:40:08,074 - mmaction - INFO - Epoch [55][440/835] lr: 1.125e-03, eta: 6:23:41, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2197, loss: 1.2197 2020-07-01 05:40:19,985 - mmaction - INFO - Epoch [55][460/835] lr: 1.125e-03, eta: 6:23:29, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.2179, loss: 1.2179 2020-07-01 05:40:31,881 - mmaction - INFO - Epoch [55][480/835] lr: 1.125e-03, eta: 6:23:17, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8500, loss_cls: 1.2688, loss: 1.2688 2020-07-01 05:40:43,836 - mmaction - INFO - Epoch [55][500/835] lr: 1.125e-03, eta: 6:23:04, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.8958, loss_cls: 1.0822, loss: 1.0822 2020-07-01 05:40:55,808 - mmaction - INFO - Epoch [55][520/835] lr: 1.125e-03, eta: 6:22:52, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.9167, loss_cls: 1.0588, loss: 1.0588 2020-07-01 05:41:07,733 - mmaction - INFO - Epoch [55][540/835] lr: 1.125e-03, eta: 6:22:40, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.1318, loss: 1.1318 2020-07-01 05:41:19,625 - mmaction - INFO - Epoch [55][560/835] lr: 1.125e-03, eta: 6:22:28, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2690, loss: 1.2690 2020-07-01 05:41:31,520 - mmaction - INFO - Epoch [55][580/835] lr: 1.125e-03, eta: 6:22:15, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8458, loss_cls: 1.3798, loss: 1.3798 2020-07-01 05:41:43,414 - mmaction - INFO - Epoch [55][600/835] lr: 1.125e-03, eta: 6:22:03, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.1909, loss: 1.1909 2020-07-01 05:41:55,334 - mmaction - INFO - Epoch [55][620/835] lr: 1.125e-03, eta: 6:21:51, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8375, loss_cls: 1.3001, loss: 1.3001 2020-07-01 05:42:07,301 - mmaction - INFO - Epoch [55][640/835] lr: 1.125e-03, eta: 6:21:38, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.1367, loss: 1.1367 2020-07-01 05:42:19,163 - mmaction - INFO - Epoch [55][660/835] lr: 1.125e-03, eta: 6:21:26, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8833, loss_cls: 1.2024, loss: 1.2024 2020-07-01 05:42:31,125 - mmaction - INFO - Epoch [55][680/835] lr: 1.125e-03, eta: 6:21:14, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8458, loss_cls: 1.3475, loss: 1.3475 2020-07-01 05:42:43,037 - mmaction - INFO - Epoch [55][700/835] lr: 1.125e-03, eta: 6:21:02, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.2531, loss: 1.2531 2020-07-01 05:42:54,982 - mmaction - INFO - Epoch [55][720/835] lr: 1.125e-03, eta: 6:20:49, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.0330, loss: 1.0330 2020-07-01 05:43:06,903 - mmaction - INFO - Epoch [55][740/835] lr: 1.125e-03, eta: 6:20:37, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1499, loss: 1.1499 2020-07-01 05:43:18,877 - mmaction - INFO - Epoch [55][760/835] lr: 1.125e-03, eta: 6:20:25, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.2856, loss: 1.2856 2020-07-01 05:43:30,792 - mmaction - INFO - Epoch [55][780/835] lr: 1.125e-03, eta: 6:20:12, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.0833, loss: 1.0833 2020-07-01 05:43:42,843 - mmaction - INFO - Epoch [55][800/835] lr: 1.125e-03, eta: 6:20:00, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.1795, loss: 1.1795 2020-07-01 05:43:54,771 - mmaction - INFO - Epoch [55][820/835] lr: 1.125e-03, eta: 6:19:48, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8500, loss_cls: 1.3110, loss: 1.3110 2020-07-01 05:44:04,238 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-07-01 05:44:37,865 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 05:44:38,796 - mmaction - INFO - top1_acc 0.7004 top5_acc 0.8908 2020-07-01 05:44:38,796 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 05:44:38,845 - mmaction - INFO - mean_acc 0.7004 2020-07-01 05:44:38,853 - mmaction - INFO - Epoch [55][835/835] lr: 1.125e-03, top1_acc: 0.7004, top5_acc: 0.8908, mean_class_accuracy: 0.7004 2020-07-01 05:44:59,937 - mmaction - INFO - Epoch [56][20/835] lr: 1.125e-03, eta: 6:19:27, time: 1.054, data_time: 0.438, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8792, loss_cls: 1.2713, loss: 1.2713 2020-07-01 05:45:11,808 - mmaction - INFO - Epoch [56][40/835] lr: 1.125e-03, eta: 6:19:14, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 1.0069, loss: 1.0069 2020-07-01 05:45:23,716 - mmaction - INFO - Epoch [56][60/835] lr: 1.125e-03, eta: 6:19:02, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8542, loss_cls: 1.3424, loss: 1.3424 2020-07-01 05:45:35,630 - mmaction - INFO - Epoch [56][80/835] lr: 1.125e-03, eta: 6:18:50, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1882, loss: 1.1882 2020-07-01 05:45:47,555 - mmaction - INFO - Epoch [56][100/835] lr: 1.125e-03, eta: 6:18:37, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.8000, top5_acc: 0.9042, loss_cls: 0.9416, loss: 0.9416 2020-07-01 05:45:59,424 - mmaction - INFO - Epoch [56][120/835] lr: 1.125e-03, eta: 6:18:25, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.1779, loss: 1.1779 2020-07-01 05:46:11,326 - mmaction - INFO - Epoch [56][140/835] lr: 1.125e-03, eta: 6:18:13, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8833, loss_cls: 1.0691, loss: 1.0691 2020-07-01 05:46:23,226 - mmaction - INFO - Epoch [56][160/835] lr: 1.125e-03, eta: 6:18:00, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0961, loss: 1.0961 2020-07-01 05:46:35,119 - mmaction - INFO - Epoch [56][180/835] lr: 1.125e-03, eta: 6:17:48, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8500, loss_cls: 1.3616, loss: 1.3616 2020-07-01 05:46:47,004 - mmaction - INFO - Epoch [56][200/835] lr: 1.125e-03, eta: 6:17:36, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.9042, loss_cls: 1.2015, loss: 1.2015 2020-07-01 05:46:58,886 - mmaction - INFO - Epoch [56][220/835] lr: 1.125e-03, eta: 6:17:23, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8792, loss_cls: 1.1533, loss: 1.1533 2020-07-01 05:47:10,796 - mmaction - INFO - Epoch [56][240/835] lr: 1.125e-03, eta: 6:17:11, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8458, loss_cls: 1.2928, loss: 1.2928 2020-07-01 05:47:22,709 - mmaction - INFO - Epoch [56][260/835] lr: 1.125e-03, eta: 6:16:59, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3213, loss: 1.3213 2020-07-01 05:47:34,601 - mmaction - INFO - Epoch [56][280/835] lr: 1.125e-03, eta: 6:16:47, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.2819, loss: 1.2819 2020-07-01 05:47:46,531 - mmaction - INFO - Epoch [56][300/835] lr: 1.125e-03, eta: 6:16:34, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8542, loss_cls: 1.2754, loss: 1.2754 2020-07-01 05:47:58,381 - mmaction - INFO - Epoch [56][320/835] lr: 1.125e-03, eta: 6:16:22, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1737, loss: 1.1737 2020-07-01 05:48:10,303 - mmaction - INFO - Epoch [56][340/835] lr: 1.125e-03, eta: 6:16:10, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8542, loss_cls: 1.3459, loss: 1.3459 2020-07-01 05:48:22,275 - mmaction - INFO - Epoch [56][360/835] lr: 1.125e-03, eta: 6:15:57, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.1984, loss: 1.1984 2020-07-01 05:48:34,167 - mmaction - INFO - Epoch [56][380/835] lr: 1.125e-03, eta: 6:15:45, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1546, loss: 1.1546 2020-07-01 05:48:46,084 - mmaction - INFO - Epoch [56][400/835] lr: 1.125e-03, eta: 6:15:33, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.2574, loss: 1.2574 2020-07-01 05:48:57,955 - mmaction - INFO - Epoch [56][420/835] lr: 1.125e-03, eta: 6:15:21, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8542, loss_cls: 1.2621, loss: 1.2621 2020-07-01 05:49:09,802 - mmaction - INFO - Epoch [56][440/835] lr: 1.125e-03, eta: 6:15:08, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8667, loss_cls: 1.4824, loss: 1.4824 2020-07-01 05:49:21,717 - mmaction - INFO - Epoch [56][460/835] lr: 1.125e-03, eta: 6:14:56, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8875, loss_cls: 1.1460, loss: 1.1460 2020-07-01 05:49:33,697 - mmaction - INFO - Epoch [56][480/835] lr: 1.125e-03, eta: 6:14:44, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0488, loss: 1.0488 2020-07-01 05:49:45,634 - mmaction - INFO - Epoch [56][500/835] lr: 1.125e-03, eta: 6:14:31, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.3153, loss: 1.3153 2020-07-01 05:49:57,556 - mmaction - INFO - Epoch [56][520/835] lr: 1.125e-03, eta: 6:14:19, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8208, loss_cls: 1.4946, loss: 1.4946 2020-07-01 05:50:09,487 - mmaction - INFO - Epoch [56][540/835] lr: 1.125e-03, eta: 6:14:07, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1991, loss: 1.1991 2020-07-01 05:50:21,478 - mmaction - INFO - Epoch [56][560/835] lr: 1.125e-03, eta: 6:13:55, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.2609, loss: 1.2609 2020-07-01 05:50:33,390 - mmaction - INFO - Epoch [56][580/835] lr: 1.125e-03, eta: 6:13:42, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.2100, loss: 1.2100 2020-07-01 05:50:45,254 - mmaction - INFO - Epoch [56][600/835] lr: 1.125e-03, eta: 6:13:30, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1179, loss: 1.1179 2020-07-01 05:50:57,179 - mmaction - INFO - Epoch [56][620/835] lr: 1.125e-03, eta: 6:13:18, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8542, loss_cls: 1.4294, loss: 1.4294 2020-07-01 05:51:09,064 - mmaction - INFO - Epoch [56][640/835] lr: 1.125e-03, eta: 6:13:05, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1735, loss: 1.1735 2020-07-01 05:51:21,002 - mmaction - INFO - Epoch [56][660/835] lr: 1.125e-03, eta: 6:12:53, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2835, loss: 1.2835 2020-07-01 05:51:32,863 - mmaction - INFO - Epoch [56][680/835] lr: 1.125e-03, eta: 6:12:41, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8750, loss_cls: 1.2329, loss: 1.2329 2020-07-01 05:51:44,737 - mmaction - INFO - Epoch [56][700/835] lr: 1.125e-03, eta: 6:12:28, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8792, loss_cls: 1.2362, loss: 1.2362 2020-07-01 05:51:56,632 - mmaction - INFO - Epoch [56][720/835] lr: 1.125e-03, eta: 6:12:16, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2783, loss: 1.2783 2020-07-01 05:52:08,541 - mmaction - INFO - Epoch [56][740/835] lr: 1.125e-03, eta: 6:12:04, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.2461, loss: 1.2461 2020-07-01 05:52:20,419 - mmaction - INFO - Epoch [56][760/835] lr: 1.125e-03, eta: 6:11:52, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8542, loss_cls: 1.2630, loss: 1.2630 2020-07-01 05:52:32,294 - mmaction - INFO - Epoch [56][780/835] lr: 1.125e-03, eta: 6:11:39, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8667, loss_cls: 1.1776, loss: 1.1776 2020-07-01 05:52:44,251 - mmaction - INFO - Epoch [56][800/835] lr: 1.125e-03, eta: 6:11:27, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.2568, loss: 1.2568 2020-07-01 05:52:56,095 - mmaction - INFO - Epoch [56][820/835] lr: 1.125e-03, eta: 6:11:15, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0560, loss: 1.0560 2020-07-01 05:53:29,286 - mmaction - INFO - Epoch [57][20/835] lr: 1.125e-03, eta: 6:10:55, time: 1.176, data_time: 0.585, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1562, loss: 1.1562 2020-07-01 05:53:41,081 - mmaction - INFO - Epoch [57][40/835] lr: 1.125e-03, eta: 6:10:43, time: 0.590, data_time: 0.004, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8542, loss_cls: 1.3536, loss: 1.3536 2020-07-01 05:53:52,946 - mmaction - INFO - Epoch [57][60/835] lr: 1.125e-03, eta: 6:10:31, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.1600, loss: 1.1600 2020-07-01 05:54:04,893 - mmaction - INFO - Epoch [57][80/835] lr: 1.125e-03, eta: 6:10:18, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8917, loss_cls: 1.2324, loss: 1.2324 2020-07-01 05:54:16,778 - mmaction - INFO - Epoch [57][100/835] lr: 1.125e-03, eta: 6:10:06, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.9042, loss_cls: 1.2435, loss: 1.2435 2020-07-01 05:54:28,663 - mmaction - INFO - Epoch [57][120/835] lr: 1.125e-03, eta: 6:09:54, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.2183, loss: 1.2183 2020-07-01 05:54:40,594 - mmaction - INFO - Epoch [57][140/835] lr: 1.125e-03, eta: 6:09:41, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8583, loss_cls: 1.2407, loss: 1.2407 2020-07-01 05:54:52,514 - mmaction - INFO - Epoch [57][160/835] lr: 1.125e-03, eta: 6:09:29, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.0867, loss: 1.0867 2020-07-01 05:55:04,415 - mmaction - INFO - Epoch [57][180/835] lr: 1.125e-03, eta: 6:09:17, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8833, loss_cls: 1.0339, loss: 1.0339 2020-07-01 05:55:16,271 - mmaction - INFO - Epoch [57][200/835] lr: 1.125e-03, eta: 6:09:05, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8708, loss_cls: 1.2801, loss: 1.2801 2020-07-01 05:55:28,239 - mmaction - INFO - Epoch [57][220/835] lr: 1.125e-03, eta: 6:08:52, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2762, loss: 1.2762 2020-07-01 05:55:40,130 - mmaction - INFO - Epoch [57][240/835] lr: 1.125e-03, eta: 6:08:40, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8417, loss_cls: 1.2823, loss: 1.2823 2020-07-01 05:55:52,028 - mmaction - INFO - Epoch [57][260/835] lr: 1.125e-03, eta: 6:08:28, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2568, loss: 1.2568 2020-07-01 05:56:03,909 - mmaction - INFO - Epoch [57][280/835] lr: 1.125e-03, eta: 6:08:15, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0428, loss: 1.0428 2020-07-01 05:56:15,817 - mmaction - INFO - Epoch [57][300/835] lr: 1.125e-03, eta: 6:08:03, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.1811, loss: 1.1811 2020-07-01 05:56:27,647 - mmaction - INFO - Epoch [57][320/835] lr: 1.125e-03, eta: 6:07:51, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.1191, loss: 1.1191 2020-07-01 05:56:39,513 - mmaction - INFO - Epoch [57][340/835] lr: 1.125e-03, eta: 6:07:38, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8333, loss_cls: 1.5431, loss: 1.5431 2020-07-01 05:56:51,375 - mmaction - INFO - Epoch [57][360/835] lr: 1.125e-03, eta: 6:07:26, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8583, loss_cls: 1.2638, loss: 1.2638 2020-07-01 05:57:03,362 - mmaction - INFO - Epoch [57][380/835] lr: 1.125e-03, eta: 6:07:14, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.2494, loss: 1.2494 2020-07-01 05:57:15,263 - mmaction - INFO - Epoch [57][400/835] lr: 1.125e-03, eta: 6:07:02, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8833, loss_cls: 1.2296, loss: 1.2296 2020-07-01 05:57:27,180 - mmaction - INFO - Epoch [57][420/835] lr: 1.125e-03, eta: 6:06:49, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.1576, loss: 1.1576 2020-07-01 05:57:39,068 - mmaction - INFO - Epoch [57][440/835] lr: 1.125e-03, eta: 6:06:37, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8583, loss_cls: 1.2965, loss: 1.2965 2020-07-01 05:57:51,050 - mmaction - INFO - Epoch [57][460/835] lr: 1.125e-03, eta: 6:06:25, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8417, loss_cls: 1.3990, loss: 1.3990 2020-07-01 05:58:02,934 - mmaction - INFO - Epoch [57][480/835] lr: 1.125e-03, eta: 6:06:13, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1717, loss: 1.1717 2020-07-01 05:58:14,875 - mmaction - INFO - Epoch [57][500/835] lr: 1.125e-03, eta: 6:06:00, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0538, loss: 1.0538 2020-07-01 05:58:26,808 - mmaction - INFO - Epoch [57][520/835] lr: 1.125e-03, eta: 6:05:48, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.1532, loss: 1.1532 2020-07-01 05:58:38,722 - mmaction - INFO - Epoch [57][540/835] lr: 1.125e-03, eta: 6:05:36, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.2401, loss: 1.2401 2020-07-01 05:58:50,650 - mmaction - INFO - Epoch [57][560/835] lr: 1.125e-03, eta: 6:05:23, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.2275, loss: 1.2275 2020-07-01 05:59:02,586 - mmaction - INFO - Epoch [57][580/835] lr: 1.125e-03, eta: 6:05:11, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8708, loss_cls: 1.3934, loss: 1.3934 2020-07-01 05:59:14,489 - mmaction - INFO - Epoch [57][600/835] lr: 1.125e-03, eta: 6:04:59, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9250, loss_cls: 0.9794, loss: 0.9794 2020-07-01 05:59:26,439 - mmaction - INFO - Epoch [57][620/835] lr: 1.125e-03, eta: 6:04:47, time: 0.596, data_time: 0.007, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 1.0594, loss: 1.0594 2020-07-01 05:59:38,334 - mmaction - INFO - Epoch [57][640/835] lr: 1.125e-03, eta: 6:04:34, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.0838, loss: 1.0838 2020-07-01 05:59:50,274 - mmaction - INFO - Epoch [57][660/835] lr: 1.125e-03, eta: 6:04:22, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8708, loss_cls: 1.2123, loss: 1.2123 2020-07-01 06:00:02,320 - mmaction - INFO - Epoch [57][680/835] lr: 1.125e-03, eta: 6:04:10, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9042, loss_cls: 1.0760, loss: 1.0760 2020-07-01 06:00:14,775 - mmaction - INFO - Epoch [57][700/835] lr: 1.125e-03, eta: 6:03:58, time: 0.627, data_time: 0.007, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.1714, loss: 1.1714 2020-07-01 06:00:26,686 - mmaction - INFO - Epoch [57][720/835] lr: 1.125e-03, eta: 6:03:46, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2568, loss: 1.2568 2020-07-01 06:00:38,647 - mmaction - INFO - Epoch [57][740/835] lr: 1.125e-03, eta: 6:03:34, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.0776, loss: 1.0776 2020-07-01 06:00:50,569 - mmaction - INFO - Epoch [57][760/835] lr: 1.125e-03, eta: 6:03:21, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.0421, loss: 1.0421 2020-07-01 06:01:02,524 - mmaction - INFO - Epoch [57][780/835] lr: 1.125e-03, eta: 6:03:09, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.3686, loss: 1.3686 2020-07-01 06:01:14,404 - mmaction - INFO - Epoch [57][800/835] lr: 1.125e-03, eta: 6:02:57, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8792, loss_cls: 1.2185, loss: 1.2185 2020-07-01 06:01:26,381 - mmaction - INFO - Epoch [57][820/835] lr: 1.125e-03, eta: 6:02:44, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8667, loss_cls: 1.2368, loss: 1.2368 2020-07-01 06:02:03,792 - mmaction - INFO - Epoch [58][20/835] lr: 1.125e-03, eta: 6:02:27, time: 1.334, data_time: 0.733, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.1946, loss: 1.1946 2020-07-01 06:02:15,753 - mmaction - INFO - Epoch [58][40/835] lr: 1.125e-03, eta: 6:02:15, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9083, loss_cls: 1.1198, loss: 1.1198 2020-07-01 06:02:27,631 - mmaction - INFO - Epoch [58][60/835] lr: 1.125e-03, eta: 6:02:03, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2483, loss: 1.2483 2020-07-01 06:02:39,565 - mmaction - INFO - Epoch [58][80/835] lr: 1.125e-03, eta: 6:01:51, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.2124, loss: 1.2124 2020-07-01 06:02:51,470 - mmaction - INFO - Epoch [58][100/835] lr: 1.125e-03, eta: 6:01:38, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.1826, loss: 1.1826 2020-07-01 06:03:03,481 - mmaction - INFO - Epoch [58][120/835] lr: 1.125e-03, eta: 6:01:26, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8958, loss_cls: 1.2779, loss: 1.2779 2020-07-01 06:03:15,481 - mmaction - INFO - Epoch [58][140/835] lr: 1.125e-03, eta: 6:01:14, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1433, loss: 1.1433 2020-07-01 06:03:27,370 - mmaction - INFO - Epoch [58][160/835] lr: 1.125e-03, eta: 6:01:02, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.1236, loss: 1.1236 2020-07-01 06:03:39,295 - mmaction - INFO - Epoch [58][180/835] lr: 1.125e-03, eta: 6:00:49, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8375, loss_cls: 1.3879, loss: 1.3879 2020-07-01 06:03:51,193 - mmaction - INFO - Epoch [58][200/835] lr: 1.125e-03, eta: 6:00:37, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.3886, loss: 1.3886 2020-07-01 06:04:03,096 - mmaction - INFO - Epoch [58][220/835] lr: 1.125e-03, eta: 6:00:25, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 1.0728, loss: 1.0728 2020-07-01 06:04:14,998 - mmaction - INFO - Epoch [58][240/835] lr: 1.125e-03, eta: 6:00:13, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.2839, loss: 1.2839 2020-07-01 06:04:26,993 - mmaction - INFO - Epoch [58][260/835] lr: 1.125e-03, eta: 6:00:00, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.0512, loss: 1.0512 2020-07-01 06:04:38,940 - mmaction - INFO - Epoch [58][280/835] lr: 1.125e-03, eta: 5:59:48, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2339, loss: 1.2339 2020-07-01 06:04:50,904 - mmaction - INFO - Epoch [58][300/835] lr: 1.125e-03, eta: 5:59:36, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1519, loss: 1.1519 2020-07-01 06:05:02,885 - mmaction - INFO - Epoch [58][320/835] lr: 1.125e-03, eta: 5:59:24, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9208, loss_cls: 1.0442, loss: 1.0442 2020-07-01 06:05:14,760 - mmaction - INFO - Epoch [58][340/835] lr: 1.125e-03, eta: 5:59:11, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 1.0525, loss: 1.0525 2020-07-01 06:05:26,673 - mmaction - INFO - Epoch [58][360/835] lr: 1.125e-03, eta: 5:58:59, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2312, loss: 1.2312 2020-07-01 06:05:38,579 - mmaction - INFO - Epoch [58][380/835] lr: 1.125e-03, eta: 5:58:47, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8458, loss_cls: 1.3955, loss: 1.3955 2020-07-01 06:05:50,523 - mmaction - INFO - Epoch [58][400/835] lr: 1.125e-03, eta: 5:58:34, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8875, loss_cls: 1.2535, loss: 1.2535 2020-07-01 06:06:02,427 - mmaction - INFO - Epoch [58][420/835] lr: 1.125e-03, eta: 5:58:22, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0578, loss: 1.0578 2020-07-01 06:06:14,428 - mmaction - INFO - Epoch [58][440/835] lr: 1.125e-03, eta: 5:58:10, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.0343, loss: 1.0343 2020-07-01 06:06:26,397 - mmaction - INFO - Epoch [58][460/835] lr: 1.125e-03, eta: 5:57:58, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8667, loss_cls: 1.2277, loss: 1.2277 2020-07-01 06:06:38,325 - mmaction - INFO - Epoch [58][480/835] lr: 1.125e-03, eta: 5:57:45, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.0932, loss: 1.0932 2020-07-01 06:06:50,315 - mmaction - INFO - Epoch [58][500/835] lr: 1.125e-03, eta: 5:57:33, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.1954, loss: 1.1954 2020-07-01 06:07:02,265 - mmaction - INFO - Epoch [58][520/835] lr: 1.125e-03, eta: 5:57:21, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.2310, loss: 1.2310 2020-07-01 06:07:14,210 - mmaction - INFO - Epoch [58][540/835] lr: 1.125e-03, eta: 5:57:09, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8667, loss_cls: 1.3019, loss: 1.3019 2020-07-01 06:07:26,146 - mmaction - INFO - Epoch [58][560/835] lr: 1.125e-03, eta: 5:56:57, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.1781, loss: 1.1781 2020-07-01 06:07:38,038 - mmaction - INFO - Epoch [58][580/835] lr: 1.125e-03, eta: 5:56:44, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8958, loss_cls: 1.0573, loss: 1.0573 2020-07-01 06:07:49,997 - mmaction - INFO - Epoch [58][600/835] lr: 1.125e-03, eta: 5:56:32, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0521, loss: 1.0521 2020-07-01 06:08:02,019 - mmaction - INFO - Epoch [58][620/835] lr: 1.125e-03, eta: 5:56:20, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8750, loss_cls: 1.2311, loss: 1.2311 2020-07-01 06:08:13,971 - mmaction - INFO - Epoch [58][640/835] lr: 1.125e-03, eta: 5:56:08, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0415, loss: 1.0415 2020-07-01 06:08:25,836 - mmaction - INFO - Epoch [58][660/835] lr: 1.125e-03, eta: 5:55:55, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.0920, loss: 1.0920 2020-07-01 06:08:37,753 - mmaction - INFO - Epoch [58][680/835] lr: 1.125e-03, eta: 5:55:43, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0786, loss: 1.0786 2020-07-01 06:08:49,723 - mmaction - INFO - Epoch [58][700/835] lr: 1.125e-03, eta: 5:55:31, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.3195, loss: 1.3195 2020-07-01 06:09:01,663 - mmaction - INFO - Epoch [58][720/835] lr: 1.125e-03, eta: 5:55:19, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2686, loss: 1.2686 2020-07-01 06:09:13,612 - mmaction - INFO - Epoch [58][740/835] lr: 1.125e-03, eta: 5:55:06, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9250, loss_cls: 0.9058, loss: 0.9058 2020-07-01 06:09:25,530 - mmaction - INFO - Epoch [58][760/835] lr: 1.125e-03, eta: 5:54:54, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0252, loss: 1.0252 2020-07-01 06:09:37,504 - mmaction - INFO - Epoch [58][780/835] lr: 1.125e-03, eta: 5:54:42, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.9000, loss_cls: 1.2234, loss: 1.2234 2020-07-01 06:09:49,427 - mmaction - INFO - Epoch [58][800/835] lr: 1.125e-03, eta: 5:54:30, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.1282, loss: 1.1282 2020-07-01 06:10:01,340 - mmaction - INFO - Epoch [58][820/835] lr: 1.125e-03, eta: 5:54:17, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1782, loss: 1.1782 2020-07-01 06:10:34,635 - mmaction - INFO - Epoch [59][20/835] lr: 1.125e-03, eta: 5:53:58, time: 1.186, data_time: 0.574, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8750, loss_cls: 1.3404, loss: 1.3404 2020-07-01 06:10:46,570 - mmaction - INFO - Epoch [59][40/835] lr: 1.125e-03, eta: 5:53:46, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2283, loss: 1.2283 2020-07-01 06:10:58,501 - mmaction - INFO - Epoch [59][60/835] lr: 1.125e-03, eta: 5:53:33, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.1037, loss: 1.1037 2020-07-01 06:11:10,375 - mmaction - INFO - Epoch [59][80/835] lr: 1.125e-03, eta: 5:53:21, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3008, loss: 1.3008 2020-07-01 06:11:22,283 - mmaction - INFO - Epoch [59][100/835] lr: 1.125e-03, eta: 5:53:09, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1867, loss: 1.1867 2020-07-01 06:11:34,194 - mmaction - INFO - Epoch [59][120/835] lr: 1.125e-03, eta: 5:52:57, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8542, loss_cls: 1.3355, loss: 1.3355 2020-07-01 06:11:46,211 - mmaction - INFO - Epoch [59][140/835] lr: 1.125e-03, eta: 5:52:44, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3094, loss: 1.3094 2020-07-01 06:11:58,061 - mmaction - INFO - Epoch [59][160/835] lr: 1.125e-03, eta: 5:52:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8625, loss_cls: 1.3838, loss: 1.3838 2020-07-01 06:12:09,981 - mmaction - INFO - Epoch [59][180/835] lr: 1.125e-03, eta: 5:52:20, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8667, loss_cls: 1.1892, loss: 1.1892 2020-07-01 06:12:21,959 - mmaction - INFO - Epoch [59][200/835] lr: 1.125e-03, eta: 5:52:08, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8750, loss_cls: 1.2689, loss: 1.2689 2020-07-01 06:12:33,931 - mmaction - INFO - Epoch [59][220/835] lr: 1.125e-03, eta: 5:51:55, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8792, loss_cls: 1.2975, loss: 1.2975 2020-07-01 06:12:45,803 - mmaction - INFO - Epoch [59][240/835] lr: 1.125e-03, eta: 5:51:43, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.1512, loss: 1.1512 2020-07-01 06:12:57,682 - mmaction - INFO - Epoch [59][260/835] lr: 1.125e-03, eta: 5:51:31, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.3349, loss: 1.3349 2020-07-01 06:13:09,629 - mmaction - INFO - Epoch [59][280/835] lr: 1.125e-03, eta: 5:51:19, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9292, loss_cls: 0.9625, loss: 0.9625 2020-07-01 06:13:21,627 - mmaction - INFO - Epoch [59][300/835] lr: 1.125e-03, eta: 5:51:06, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.1966, loss: 1.1966 2020-07-01 06:13:33,567 - mmaction - INFO - Epoch [59][320/835] lr: 1.125e-03, eta: 5:50:54, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.1851, loss: 1.1851 2020-07-01 06:13:45,439 - mmaction - INFO - Epoch [59][340/835] lr: 1.125e-03, eta: 5:50:42, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8667, loss_cls: 1.2142, loss: 1.2142 2020-07-01 06:13:57,413 - mmaction - INFO - Epoch [59][360/835] lr: 1.125e-03, eta: 5:50:30, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9826, loss: 0.9826 2020-07-01 06:14:09,343 - mmaction - INFO - Epoch [59][380/835] lr: 1.125e-03, eta: 5:50:17, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1343, loss: 1.1343 2020-07-01 06:14:21,227 - mmaction - INFO - Epoch [59][400/835] lr: 1.125e-03, eta: 5:50:05, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.1492, loss: 1.1492 2020-07-01 06:14:33,107 - mmaction - INFO - Epoch [59][420/835] lr: 1.125e-03, eta: 5:49:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8583, loss_cls: 1.3209, loss: 1.3209 2020-07-01 06:14:45,057 - mmaction - INFO - Epoch [59][440/835] lr: 1.125e-03, eta: 5:49:40, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8958, loss_cls: 1.2593, loss: 1.2593 2020-07-01 06:14:56,985 - mmaction - INFO - Epoch [59][460/835] lr: 1.125e-03, eta: 5:49:28, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8583, loss_cls: 1.2907, loss: 1.2907 2020-07-01 06:15:08,893 - mmaction - INFO - Epoch [59][480/835] lr: 1.125e-03, eta: 5:49:16, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1173, loss: 1.1173 2020-07-01 06:15:20,837 - mmaction - INFO - Epoch [59][500/835] lr: 1.125e-03, eta: 5:49:04, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.1106, loss: 1.1106 2020-07-01 06:15:32,764 - mmaction - INFO - Epoch [59][520/835] lr: 1.125e-03, eta: 5:48:51, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8583, loss_cls: 1.3850, loss: 1.3850 2020-07-01 06:15:44,713 - mmaction - INFO - Epoch [59][540/835] lr: 1.125e-03, eta: 5:48:39, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8708, loss_cls: 1.2863, loss: 1.2863 2020-07-01 06:15:56,621 - mmaction - INFO - Epoch [59][560/835] lr: 1.125e-03, eta: 5:48:27, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8583, loss_cls: 1.3580, loss: 1.3580 2020-07-01 06:16:08,551 - mmaction - INFO - Epoch [59][580/835] lr: 1.125e-03, eta: 5:48:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.1114, loss: 1.1114 2020-07-01 06:16:20,441 - mmaction - INFO - Epoch [59][600/835] lr: 1.125e-03, eta: 5:48:02, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1720, loss: 1.1720 2020-07-01 06:16:32,406 - mmaction - INFO - Epoch [59][620/835] lr: 1.125e-03, eta: 5:47:50, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0939, loss: 1.0939 2020-07-01 06:16:44,298 - mmaction - INFO - Epoch [59][640/835] lr: 1.125e-03, eta: 5:47:38, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2437, loss: 1.2437 2020-07-01 06:16:56,221 - mmaction - INFO - Epoch [59][660/835] lr: 1.125e-03, eta: 5:47:26, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.2137, loss: 1.2137 2020-07-01 06:17:08,160 - mmaction - INFO - Epoch [59][680/835] lr: 1.125e-03, eta: 5:47:13, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.0960, loss: 1.0960 2020-07-01 06:17:20,131 - mmaction - INFO - Epoch [59][700/835] lr: 1.125e-03, eta: 5:47:01, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8875, loss_cls: 1.0325, loss: 1.0325 2020-07-01 06:17:32,109 - mmaction - INFO - Epoch [59][720/835] lr: 1.125e-03, eta: 5:46:49, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.0663, loss: 1.0663 2020-07-01 06:17:43,985 - mmaction - INFO - Epoch [59][740/835] lr: 1.125e-03, eta: 5:46:37, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1275, loss: 1.1275 2020-07-01 06:17:55,917 - mmaction - INFO - Epoch [59][760/835] lr: 1.125e-03, eta: 5:46:25, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1446, loss: 1.1446 2020-07-01 06:18:07,837 - mmaction - INFO - Epoch [59][780/835] lr: 1.125e-03, eta: 5:46:12, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1967, loss: 1.1967 2020-07-01 06:18:19,777 - mmaction - INFO - Epoch [59][800/835] lr: 1.125e-03, eta: 5:46:00, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.8000, top5_acc: 0.9458, loss_cls: 0.9210, loss: 0.9210 2020-07-01 06:18:31,725 - mmaction - INFO - Epoch [59][820/835] lr: 1.125e-03, eta: 5:45:48, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.2285, loss: 1.2285 2020-07-01 06:19:05,498 - mmaction - INFO - Epoch [60][20/835] lr: 1.125e-03, eta: 5:45:28, time: 1.199, data_time: 0.600, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1886, loss: 1.1886 2020-07-01 06:19:17,301 - mmaction - INFO - Epoch [60][40/835] lr: 1.125e-03, eta: 5:45:16, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.1576, loss: 1.1576 2020-07-01 06:19:29,246 - mmaction - INFO - Epoch [60][60/835] lr: 1.125e-03, eta: 5:45:04, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8333, loss_cls: 1.4120, loss: 1.4120 2020-07-01 06:19:41,144 - mmaction - INFO - Epoch [60][80/835] lr: 1.125e-03, eta: 5:44:52, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.2032, loss: 1.2032 2020-07-01 06:19:53,054 - mmaction - INFO - Epoch [60][100/835] lr: 1.125e-03, eta: 5:44:39, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1381, loss: 1.1381 2020-07-01 06:20:04,979 - mmaction - INFO - Epoch [60][120/835] lr: 1.125e-03, eta: 5:44:27, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2088, loss: 1.2088 2020-07-01 06:20:16,892 - mmaction - INFO - Epoch [60][140/835] lr: 1.125e-03, eta: 5:44:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.1163, loss: 1.1163 2020-07-01 06:20:28,790 - mmaction - INFO - Epoch [60][160/835] lr: 1.125e-03, eta: 5:44:03, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.2318, loss: 1.2318 2020-07-01 06:20:40,723 - mmaction - INFO - Epoch [60][180/835] lr: 1.125e-03, eta: 5:43:50, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.1160, loss: 1.1160 2020-07-01 06:20:52,617 - mmaction - INFO - Epoch [60][200/835] lr: 1.125e-03, eta: 5:43:38, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2983, loss: 1.2983 2020-07-01 06:21:04,557 - mmaction - INFO - Epoch [60][220/835] lr: 1.125e-03, eta: 5:43:26, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0217, loss: 1.0217 2020-07-01 06:21:16,434 - mmaction - INFO - Epoch [60][240/835] lr: 1.125e-03, eta: 5:43:14, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8458, loss_cls: 1.3755, loss: 1.3755 2020-07-01 06:21:28,345 - mmaction - INFO - Epoch [60][260/835] lr: 1.125e-03, eta: 5:43:01, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9208, loss_cls: 0.9632, loss: 0.9632 2020-07-01 06:21:40,257 - mmaction - INFO - Epoch [60][280/835] lr: 1.125e-03, eta: 5:42:49, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.2133, loss: 1.2133 2020-07-01 06:21:52,237 - mmaction - INFO - Epoch [60][300/835] lr: 1.125e-03, eta: 5:42:37, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0535, loss: 1.0535 2020-07-01 06:22:04,127 - mmaction - INFO - Epoch [60][320/835] lr: 1.125e-03, eta: 5:42:25, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0902, loss: 1.0902 2020-07-01 06:22:16,109 - mmaction - INFO - Epoch [60][340/835] lr: 1.125e-03, eta: 5:42:12, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.1206, loss: 1.1206 2020-07-01 06:22:28,026 - mmaction - INFO - Epoch [60][360/835] lr: 1.125e-03, eta: 5:42:00, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.3112, loss: 1.3112 2020-07-01 06:22:39,957 - mmaction - INFO - Epoch [60][380/835] lr: 1.125e-03, eta: 5:41:48, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 1.0172, loss: 1.0172 2020-07-01 06:22:51,873 - mmaction - INFO - Epoch [60][400/835] lr: 1.125e-03, eta: 5:41:36, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1344, loss: 1.1344 2020-07-01 06:23:03,784 - mmaction - INFO - Epoch [60][420/835] lr: 1.125e-03, eta: 5:41:23, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8833, loss_cls: 1.1286, loss: 1.1286 2020-07-01 06:23:15,689 - mmaction - INFO - Epoch [60][440/835] lr: 1.125e-03, eta: 5:41:11, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.0707, loss: 1.0707 2020-07-01 06:23:27,587 - mmaction - INFO - Epoch [60][460/835] lr: 1.125e-03, eta: 5:40:59, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.1359, loss: 1.1359 2020-07-01 06:23:39,535 - mmaction - INFO - Epoch [60][480/835] lr: 1.125e-03, eta: 5:40:47, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8583, loss_cls: 1.2336, loss: 1.2336 2020-07-01 06:23:51,506 - mmaction - INFO - Epoch [60][500/835] lr: 1.125e-03, eta: 5:40:34, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8542, loss_cls: 1.2132, loss: 1.2132 2020-07-01 06:24:03,498 - mmaction - INFO - Epoch [60][520/835] lr: 1.125e-03, eta: 5:40:22, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0693, loss: 1.0693 2020-07-01 06:24:15,399 - mmaction - INFO - Epoch [60][540/835] lr: 1.125e-03, eta: 5:40:10, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.1146, loss: 1.1146 2020-07-01 06:24:27,329 - mmaction - INFO - Epoch [60][560/835] lr: 1.125e-03, eta: 5:39:58, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1275, loss: 1.1275 2020-07-01 06:24:39,209 - mmaction - INFO - Epoch [60][580/835] lr: 1.125e-03, eta: 5:39:45, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.2258, loss: 1.2258 2020-07-01 06:24:51,125 - mmaction - INFO - Epoch [60][600/835] lr: 1.125e-03, eta: 5:39:33, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.2526, loss: 1.2526 2020-07-01 06:25:03,075 - mmaction - INFO - Epoch [60][620/835] lr: 1.125e-03, eta: 5:39:21, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.1830, loss: 1.1830 2020-07-01 06:25:15,037 - mmaction - INFO - Epoch [60][640/835] lr: 1.125e-03, eta: 5:39:09, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9042, loss_cls: 1.0119, loss: 1.0119 2020-07-01 06:25:27,001 - mmaction - INFO - Epoch [60][660/835] lr: 1.125e-03, eta: 5:38:57, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.2510, loss: 1.2510 2020-07-01 06:25:38,904 - mmaction - INFO - Epoch [60][680/835] lr: 1.125e-03, eta: 5:38:44, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8583, loss_cls: 1.1755, loss: 1.1755 2020-07-01 06:25:50,873 - mmaction - INFO - Epoch [60][700/835] lr: 1.125e-03, eta: 5:38:32, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6458, top5_acc: 0.8333, loss_cls: 1.4216, loss: 1.4216 2020-07-01 06:26:02,794 - mmaction - INFO - Epoch [60][720/835] lr: 1.125e-03, eta: 5:38:20, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8792, loss_cls: 1.1886, loss: 1.1886 2020-07-01 06:26:14,773 - mmaction - INFO - Epoch [60][740/835] lr: 1.125e-03, eta: 5:38:08, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8792, loss_cls: 1.1092, loss: 1.1092 2020-07-01 06:26:26,748 - mmaction - INFO - Epoch [60][760/835] lr: 1.125e-03, eta: 5:37:55, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2059, loss: 1.2059 2020-07-01 06:26:38,624 - mmaction - INFO - Epoch [60][780/835] lr: 1.125e-03, eta: 5:37:43, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8542, loss_cls: 1.3065, loss: 1.3065 2020-07-01 06:26:50,579 - mmaction - INFO - Epoch [60][800/835] lr: 1.125e-03, eta: 5:37:31, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1823, loss: 1.1823 2020-07-01 06:27:02,565 - mmaction - INFO - Epoch [60][820/835] lr: 1.125e-03, eta: 5:37:19, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9000, loss_cls: 1.1065, loss: 1.1065 2020-07-01 06:27:12,211 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-01 06:27:45,900 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 06:27:46,823 - mmaction - INFO - top1_acc 0.7050 top5_acc 0.8924 2020-07-01 06:27:46,823 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 06:27:46,873 - mmaction - INFO - mean_acc 0.7049 2020-07-01 06:27:46,880 - mmaction - INFO - Epoch [60][835/835] lr: 1.125e-03, top1_acc: 0.7050, top5_acc: 0.8924, mean_class_accuracy: 0.7049 2020-07-01 06:28:08,703 - mmaction - INFO - Epoch [61][20/835] lr: 1.125e-03, eta: 5:36:58, time: 1.090, data_time: 0.495, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0399, loss: 1.0399 2020-07-01 06:28:20,641 - mmaction - INFO - Epoch [61][40/835] lr: 1.125e-03, eta: 5:36:46, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.2984, loss: 1.2984 2020-07-01 06:28:32,542 - mmaction - INFO - Epoch [61][60/835] lr: 1.125e-03, eta: 5:36:33, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.1114, loss: 1.1114 2020-07-01 06:28:44,501 - mmaction - INFO - Epoch [61][80/835] lr: 1.125e-03, eta: 5:36:21, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9417, loss_cls: 0.8474, loss: 0.8474 2020-07-01 06:28:56,412 - mmaction - INFO - Epoch [61][100/835] lr: 1.125e-03, eta: 5:36:09, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2685, loss: 1.2685 2020-07-01 06:29:08,332 - mmaction - INFO - Epoch [61][120/835] lr: 1.125e-03, eta: 5:35:57, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.2127, loss: 1.2127 2020-07-01 06:29:20,278 - mmaction - INFO - Epoch [61][140/835] lr: 1.125e-03, eta: 5:35:44, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8833, loss_cls: 1.2020, loss: 1.2020 2020-07-01 06:29:32,185 - mmaction - INFO - Epoch [61][160/835] lr: 1.125e-03, eta: 5:35:32, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8583, loss_cls: 1.3149, loss: 1.3149 2020-07-01 06:29:44,094 - mmaction - INFO - Epoch [61][180/835] lr: 1.125e-03, eta: 5:35:20, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.2172, loss: 1.2172 2020-07-01 06:29:55,976 - mmaction - INFO - Epoch [61][200/835] lr: 1.125e-03, eta: 5:35:08, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0677, loss: 1.0677 2020-07-01 06:30:07,857 - mmaction - INFO - Epoch [61][220/835] lr: 1.125e-03, eta: 5:34:55, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1370, loss: 1.1370 2020-07-01 06:30:19,789 - mmaction - INFO - Epoch [61][240/835] lr: 1.125e-03, eta: 5:34:43, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9042, loss_cls: 1.1629, loss: 1.1629 2020-07-01 06:30:31,707 - mmaction - INFO - Epoch [61][260/835] lr: 1.125e-03, eta: 5:34:31, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8458, loss_cls: 1.2601, loss: 1.2601 2020-07-01 06:30:43,590 - mmaction - INFO - Epoch [61][280/835] lr: 1.125e-03, eta: 5:34:19, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2818, loss: 1.2818 2020-07-01 06:30:55,484 - mmaction - INFO - Epoch [61][300/835] lr: 1.125e-03, eta: 5:34:06, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8458, loss_cls: 1.3463, loss: 1.3463 2020-07-01 06:31:07,418 - mmaction - INFO - Epoch [61][320/835] lr: 1.125e-03, eta: 5:33:54, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7708, top5_acc: 0.8958, loss_cls: 1.0349, loss: 1.0349 2020-07-01 06:31:19,309 - mmaction - INFO - Epoch [61][340/835] lr: 1.125e-03, eta: 5:33:42, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.1953, loss: 1.1953 2020-07-01 06:31:31,221 - mmaction - INFO - Epoch [61][360/835] lr: 1.125e-03, eta: 5:33:30, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8375, loss_cls: 1.4587, loss: 1.4587 2020-07-01 06:31:43,126 - mmaction - INFO - Epoch [61][380/835] lr: 1.125e-03, eta: 5:33:17, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.1166, loss: 1.1166 2020-07-01 06:31:55,105 - mmaction - INFO - Epoch [61][400/835] lr: 1.125e-03, eta: 5:33:05, time: 0.599, data_time: 0.005, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.2091, loss: 1.2091 2020-07-01 06:32:07,067 - mmaction - INFO - Epoch [61][420/835] lr: 1.125e-03, eta: 5:32:53, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2631, loss: 1.2631 2020-07-01 06:32:19,018 - mmaction - INFO - Epoch [61][440/835] lr: 1.125e-03, eta: 5:32:41, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8875, loss_cls: 1.0805, loss: 1.0805 2020-07-01 06:32:30,893 - mmaction - INFO - Epoch [61][460/835] lr: 1.125e-03, eta: 5:32:29, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.1266, loss: 1.1266 2020-07-01 06:32:42,803 - mmaction - INFO - Epoch [61][480/835] lr: 1.125e-03, eta: 5:32:16, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1687, loss: 1.1687 2020-07-01 06:32:54,700 - mmaction - INFO - Epoch [61][500/835] lr: 1.125e-03, eta: 5:32:04, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8833, loss_cls: 1.2405, loss: 1.2405 2020-07-01 06:33:06,592 - mmaction - INFO - Epoch [61][520/835] lr: 1.125e-03, eta: 5:31:52, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8917, loss_cls: 1.2646, loss: 1.2646 2020-07-01 06:33:18,513 - mmaction - INFO - Epoch [61][540/835] lr: 1.125e-03, eta: 5:31:40, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1608, loss: 1.1608 2020-07-01 06:33:30,436 - mmaction - INFO - Epoch [61][560/835] lr: 1.125e-03, eta: 5:31:27, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8792, loss_cls: 1.1454, loss: 1.1454 2020-07-01 06:33:42,377 - mmaction - INFO - Epoch [61][580/835] lr: 1.125e-03, eta: 5:31:15, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7875, top5_acc: 0.9083, loss_cls: 0.9629, loss: 0.9629 2020-07-01 06:33:54,323 - mmaction - INFO - Epoch [61][600/835] lr: 1.125e-03, eta: 5:31:03, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.0738, loss: 1.0738 2020-07-01 06:34:06,194 - mmaction - INFO - Epoch [61][620/835] lr: 1.125e-03, eta: 5:30:51, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9292, loss_cls: 1.0538, loss: 1.0538 2020-07-01 06:34:18,096 - mmaction - INFO - Epoch [61][640/835] lr: 1.125e-03, eta: 5:30:38, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8708, loss_cls: 1.1495, loss: 1.1495 2020-07-01 06:34:30,020 - mmaction - INFO - Epoch [61][660/835] lr: 1.125e-03, eta: 5:30:26, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1355, loss: 1.1355 2020-07-01 06:34:41,957 - mmaction - INFO - Epoch [61][680/835] lr: 1.125e-03, eta: 5:30:14, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9250, loss_cls: 1.0232, loss: 1.0232 2020-07-01 06:34:53,853 - mmaction - INFO - Epoch [61][700/835] lr: 1.125e-03, eta: 5:30:02, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9292, loss_cls: 1.1650, loss: 1.1650 2020-07-01 06:35:05,760 - mmaction - INFO - Epoch [61][720/835] lr: 1.125e-03, eta: 5:29:49, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9042, loss_cls: 1.0400, loss: 1.0400 2020-07-01 06:35:17,652 - mmaction - INFO - Epoch [61][740/835] lr: 1.125e-03, eta: 5:29:37, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8417, loss_cls: 1.4067, loss: 1.4067 2020-07-01 06:35:29,548 - mmaction - INFO - Epoch [61][760/835] lr: 1.125e-03, eta: 5:29:25, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.1327, loss: 1.1327 2020-07-01 06:35:41,480 - mmaction - INFO - Epoch [61][780/835] lr: 1.125e-03, eta: 5:29:13, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1417, loss: 1.1417 2020-07-01 06:35:53,389 - mmaction - INFO - Epoch [61][800/835] lr: 1.125e-03, eta: 5:29:00, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0340, loss: 1.0340 2020-07-01 06:36:05,326 - mmaction - INFO - Epoch [61][820/835] lr: 1.125e-03, eta: 5:28:48, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.2828, loss: 1.2828 2020-07-01 06:36:38,946 - mmaction - INFO - Epoch [62][20/835] lr: 1.125e-03, eta: 5:28:29, time: 1.202, data_time: 0.577, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1160, loss: 1.1160 2020-07-01 06:36:50,833 - mmaction - INFO - Epoch [62][40/835] lr: 1.125e-03, eta: 5:28:17, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2062, loss: 1.2062 2020-07-01 06:37:02,767 - mmaction - INFO - Epoch [62][60/835] lr: 1.125e-03, eta: 5:28:04, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0778, loss: 1.0778 2020-07-01 06:37:14,724 - mmaction - INFO - Epoch [62][80/835] lr: 1.125e-03, eta: 5:27:52, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1019, loss: 1.1019 2020-07-01 06:37:26,609 - mmaction - INFO - Epoch [62][100/835] lr: 1.125e-03, eta: 5:27:40, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.2733, loss: 1.2733 2020-07-01 06:37:38,552 - mmaction - INFO - Epoch [62][120/835] lr: 1.125e-03, eta: 5:27:28, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2259, loss: 1.2259 2020-07-01 06:37:50,467 - mmaction - INFO - Epoch [62][140/835] lr: 1.125e-03, eta: 5:27:15, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.2165, loss: 1.2165 2020-07-01 06:38:02,476 - mmaction - INFO - Epoch [62][160/835] lr: 1.125e-03, eta: 5:27:03, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9125, loss_cls: 1.1526, loss: 1.1526 2020-07-01 06:38:14,385 - mmaction - INFO - Epoch [62][180/835] lr: 1.125e-03, eta: 5:26:51, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3782, loss: 1.3782 2020-07-01 06:38:26,286 - mmaction - INFO - Epoch [62][200/835] lr: 1.125e-03, eta: 5:26:39, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.2770, loss: 1.2770 2020-07-01 06:38:38,209 - mmaction - INFO - Epoch [62][220/835] lr: 1.125e-03, eta: 5:26:27, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1766, loss: 1.1766 2020-07-01 06:38:50,138 - mmaction - INFO - Epoch [62][240/835] lr: 1.125e-03, eta: 5:26:14, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0734, loss: 1.0734 2020-07-01 06:39:02,080 - mmaction - INFO - Epoch [62][260/835] lr: 1.125e-03, eta: 5:26:02, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9083, loss_cls: 1.0384, loss: 1.0384 2020-07-01 06:39:14,064 - mmaction - INFO - Epoch [62][280/835] lr: 1.125e-03, eta: 5:25:50, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8667, loss_cls: 1.2221, loss: 1.2221 2020-07-01 06:39:25,913 - mmaction - INFO - Epoch [62][300/835] lr: 1.125e-03, eta: 5:25:38, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.2081, loss: 1.2081 2020-07-01 06:39:37,799 - mmaction - INFO - Epoch [62][320/835] lr: 1.125e-03, eta: 5:25:25, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9810, loss: 0.9810 2020-07-01 06:39:49,735 - mmaction - INFO - Epoch [62][340/835] lr: 1.125e-03, eta: 5:25:13, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2634, loss: 1.2634 2020-07-01 06:40:01,689 - mmaction - INFO - Epoch [62][360/835] lr: 1.125e-03, eta: 5:25:01, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.9042, loss_cls: 1.1356, loss: 1.1356 2020-07-01 06:40:13,624 - mmaction - INFO - Epoch [62][380/835] lr: 1.125e-03, eta: 5:24:49, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8417, loss_cls: 1.3121, loss: 1.3121 2020-07-01 06:40:25,579 - mmaction - INFO - Epoch [62][400/835] lr: 1.125e-03, eta: 5:24:37, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1106, loss: 1.1106 2020-07-01 06:40:37,523 - mmaction - INFO - Epoch [62][420/835] lr: 1.125e-03, eta: 5:24:24, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8500, loss_cls: 1.3253, loss: 1.3253 2020-07-01 06:40:49,509 - mmaction - INFO - Epoch [62][440/835] lr: 1.125e-03, eta: 5:24:12, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2128, loss: 1.2128 2020-07-01 06:41:01,400 - mmaction - INFO - Epoch [62][460/835] lr: 1.125e-03, eta: 5:24:00, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2272, loss: 1.2272 2020-07-01 06:41:13,298 - mmaction - INFO - Epoch [62][480/835] lr: 1.125e-03, eta: 5:23:48, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8667, loss_cls: 1.2238, loss: 1.2238 2020-07-01 06:41:25,224 - mmaction - INFO - Epoch [62][500/835] lr: 1.125e-03, eta: 5:23:35, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2678, loss: 1.2678 2020-07-01 06:41:37,214 - mmaction - INFO - Epoch [62][520/835] lr: 1.125e-03, eta: 5:23:23, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8792, loss_cls: 1.2576, loss: 1.2576 2020-07-01 06:41:49,091 - mmaction - INFO - Epoch [62][540/835] lr: 1.125e-03, eta: 5:23:11, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8833, loss_cls: 1.1209, loss: 1.1209 2020-07-01 06:42:00,973 - mmaction - INFO - Epoch [62][560/835] lr: 1.125e-03, eta: 5:22:59, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.2259, loss: 1.2259 2020-07-01 06:42:12,878 - mmaction - INFO - Epoch [62][580/835] lr: 1.125e-03, eta: 5:22:47, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0921, loss: 1.0921 2020-07-01 06:42:24,743 - mmaction - INFO - Epoch [62][600/835] lr: 1.125e-03, eta: 5:22:34, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9333, loss_cls: 0.9975, loss: 0.9975 2020-07-01 06:42:36,731 - mmaction - INFO - Epoch [62][620/835] lr: 1.125e-03, eta: 5:22:22, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8958, loss_cls: 1.2329, loss: 1.2329 2020-07-01 06:42:48,696 - mmaction - INFO - Epoch [62][640/835] lr: 1.125e-03, eta: 5:22:10, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1590, loss: 1.1590 2020-07-01 06:43:00,581 - mmaction - INFO - Epoch [62][660/835] lr: 1.125e-03, eta: 5:21:58, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8708, loss_cls: 1.2130, loss: 1.2130 2020-07-01 06:43:12,551 - mmaction - INFO - Epoch [62][680/835] lr: 1.125e-03, eta: 5:21:45, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.1483, loss: 1.1483 2020-07-01 06:43:24,517 - mmaction - INFO - Epoch [62][700/835] lr: 1.125e-03, eta: 5:21:33, time: 0.600, data_time: 0.004, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8708, loss_cls: 1.2489, loss: 1.2489 2020-07-01 06:43:36,492 - mmaction - INFO - Epoch [62][720/835] lr: 1.125e-03, eta: 5:21:21, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.0509, loss: 1.0509 2020-07-01 06:43:48,393 - mmaction - INFO - Epoch [62][740/835] lr: 1.125e-03, eta: 5:21:09, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1902, loss: 1.1902 2020-07-01 06:44:00,320 - mmaction - INFO - Epoch [62][760/835] lr: 1.125e-03, eta: 5:20:57, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8625, loss_cls: 1.2199, loss: 1.2199 2020-07-01 06:44:12,283 - mmaction - INFO - Epoch [62][780/835] lr: 1.125e-03, eta: 5:20:44, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9250, loss_cls: 0.9585, loss: 0.9585 2020-07-01 06:44:24,142 - mmaction - INFO - Epoch [62][800/835] lr: 1.125e-03, eta: 5:20:32, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8208, loss_cls: 1.3392, loss: 1.3392 2020-07-01 06:44:36,118 - mmaction - INFO - Epoch [62][820/835] lr: 1.125e-03, eta: 5:20:20, time: 0.600, data_time: 0.004, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3685, loss: 1.3685 2020-07-01 06:45:12,852 - mmaction - INFO - Epoch [63][20/835] lr: 1.125e-03, eta: 5:20:02, time: 1.325, data_time: 0.728, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 1.0115, loss: 1.0115 2020-07-01 06:45:24,795 - mmaction - INFO - Epoch [63][40/835] lr: 1.125e-03, eta: 5:19:50, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6917, top5_acc: 0.9042, loss_cls: 1.1591, loss: 1.1591 2020-07-01 06:45:36,723 - mmaction - INFO - Epoch [63][60/835] lr: 1.125e-03, eta: 5:19:38, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2972, loss: 1.2972 2020-07-01 06:45:48,605 - mmaction - INFO - Epoch [63][80/835] lr: 1.125e-03, eta: 5:19:25, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8958, loss_cls: 1.1915, loss: 1.1915 2020-07-01 06:46:00,542 - mmaction - INFO - Epoch [63][100/835] lr: 1.125e-03, eta: 5:19:13, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1815, loss: 1.1815 2020-07-01 06:46:12,448 - mmaction - INFO - Epoch [63][120/835] lr: 1.125e-03, eta: 5:19:01, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9083, loss_cls: 1.0429, loss: 1.0429 2020-07-01 06:46:24,341 - mmaction - INFO - Epoch [63][140/835] lr: 1.125e-03, eta: 5:18:49, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2259, loss: 1.2259 2020-07-01 06:46:36,318 - mmaction - INFO - Epoch [63][160/835] lr: 1.125e-03, eta: 5:18:36, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0746, loss: 1.0746 2020-07-01 06:46:48,235 - mmaction - INFO - Epoch [63][180/835] lr: 1.125e-03, eta: 5:18:24, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8750, loss_cls: 1.2606, loss: 1.2606 2020-07-01 06:47:00,154 - mmaction - INFO - Epoch [63][200/835] lr: 1.125e-03, eta: 5:18:12, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8625, loss_cls: 1.1940, loss: 1.1940 2020-07-01 06:47:12,084 - mmaction - INFO - Epoch [63][220/835] lr: 1.125e-03, eta: 5:18:00, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1788, loss: 1.1788 2020-07-01 06:47:24,053 - mmaction - INFO - Epoch [63][240/835] lr: 1.125e-03, eta: 5:17:48, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1808, loss: 1.1808 2020-07-01 06:47:36,001 - mmaction - INFO - Epoch [63][260/835] lr: 1.125e-03, eta: 5:17:35, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9569, loss: 0.9569 2020-07-01 06:47:47,944 - mmaction - INFO - Epoch [63][280/835] lr: 1.125e-03, eta: 5:17:23, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8458, loss_cls: 1.3562, loss: 1.3562 2020-07-01 06:47:59,882 - mmaction - INFO - Epoch [63][300/835] lr: 1.125e-03, eta: 5:17:11, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8542, loss_cls: 1.2880, loss: 1.2880 2020-07-01 06:48:11,866 - mmaction - INFO - Epoch [63][320/835] lr: 1.125e-03, eta: 5:16:59, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8833, loss_cls: 1.1159, loss: 1.1159 2020-07-01 06:48:23,783 - mmaction - INFO - Epoch [63][340/835] lr: 1.125e-03, eta: 5:16:46, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9083, loss_cls: 1.0460, loss: 1.0460 2020-07-01 06:48:35,707 - mmaction - INFO - Epoch [63][360/835] lr: 1.125e-03, eta: 5:16:34, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.0897, loss: 1.0897 2020-07-01 06:48:47,646 - mmaction - INFO - Epoch [63][380/835] lr: 1.125e-03, eta: 5:16:22, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6500, top5_acc: 0.8708, loss_cls: 1.3165, loss: 1.3165 2020-07-01 06:48:59,577 - mmaction - INFO - Epoch [63][400/835] lr: 1.125e-03, eta: 5:16:10, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.2347, loss: 1.2347 2020-07-01 06:49:11,451 - mmaction - INFO - Epoch [63][420/835] lr: 1.125e-03, eta: 5:15:58, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2592, loss: 1.2592 2020-07-01 06:49:23,362 - mmaction - INFO - Epoch [63][440/835] lr: 1.125e-03, eta: 5:15:45, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8833, loss_cls: 1.0554, loss: 1.0554 2020-07-01 06:49:35,388 - mmaction - INFO - Epoch [63][460/835] lr: 1.125e-03, eta: 5:15:33, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.2042, loss: 1.2042 2020-07-01 06:49:47,350 - mmaction - INFO - Epoch [63][480/835] lr: 1.125e-03, eta: 5:15:21, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8500, loss_cls: 1.4957, loss: 1.4957 2020-07-01 06:49:59,334 - mmaction - INFO - Epoch [63][500/835] lr: 1.125e-03, eta: 5:15:09, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1820, loss: 1.1820 2020-07-01 06:50:11,235 - mmaction - INFO - Epoch [63][520/835] lr: 1.125e-03, eta: 5:14:57, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.0122, loss: 1.0122 2020-07-01 06:50:23,175 - mmaction - INFO - Epoch [63][540/835] lr: 1.125e-03, eta: 5:14:44, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8917, loss_cls: 1.1298, loss: 1.1298 2020-07-01 06:50:35,069 - mmaction - INFO - Epoch [63][560/835] lr: 1.125e-03, eta: 5:14:32, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.0800, loss: 1.0800 2020-07-01 06:50:46,969 - mmaction - INFO - Epoch [63][580/835] lr: 1.125e-03, eta: 5:14:20, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1608, loss: 1.1608 2020-07-01 06:50:58,911 - mmaction - INFO - Epoch [63][600/835] lr: 1.125e-03, eta: 5:14:08, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8833, loss_cls: 1.2725, loss: 1.2725 2020-07-01 06:51:10,913 - mmaction - INFO - Epoch [63][620/835] lr: 1.125e-03, eta: 5:13:56, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8625, loss_cls: 1.2971, loss: 1.2971 2020-07-01 06:51:22,820 - mmaction - INFO - Epoch [63][640/835] lr: 1.125e-03, eta: 5:13:43, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.1183, loss: 1.1183 2020-07-01 06:51:34,718 - mmaction - INFO - Epoch [63][660/835] lr: 1.125e-03, eta: 5:13:31, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.2455, loss: 1.2455 2020-07-01 06:51:46,658 - mmaction - INFO - Epoch [63][680/835] lr: 1.125e-03, eta: 5:13:19, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2157, loss: 1.2157 2020-07-01 06:51:58,572 - mmaction - INFO - Epoch [63][700/835] lr: 1.125e-03, eta: 5:13:07, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8583, loss_cls: 1.1840, loss: 1.1840 2020-07-01 06:52:10,539 - mmaction - INFO - Epoch [63][720/835] lr: 1.125e-03, eta: 5:12:54, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2330, loss: 1.2330 2020-07-01 06:52:22,483 - mmaction - INFO - Epoch [63][740/835] lr: 1.125e-03, eta: 5:12:42, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.1793, loss: 1.1793 2020-07-01 06:52:34,422 - mmaction - INFO - Epoch [63][760/835] lr: 1.125e-03, eta: 5:12:30, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0452, loss: 1.0452 2020-07-01 06:52:46,337 - mmaction - INFO - Epoch [63][780/835] lr: 1.125e-03, eta: 5:12:18, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8583, loss_cls: 1.2631, loss: 1.2631 2020-07-01 06:52:58,298 - mmaction - INFO - Epoch [63][800/835] lr: 1.125e-03, eta: 5:12:06, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8667, loss_cls: 1.1786, loss: 1.1786 2020-07-01 06:53:10,207 - mmaction - INFO - Epoch [63][820/835] lr: 1.125e-03, eta: 5:11:53, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9167, loss_cls: 1.0234, loss: 1.0234 2020-07-01 06:53:44,588 - mmaction - INFO - Epoch [64][20/835] lr: 1.125e-03, eta: 5:11:34, time: 1.220, data_time: 0.581, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8792, loss_cls: 1.2044, loss: 1.2044 2020-07-01 06:53:56,500 - mmaction - INFO - Epoch [64][40/835] lr: 1.125e-03, eta: 5:11:22, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.7917, top5_acc: 0.8958, loss_cls: 1.0220, loss: 1.0220 2020-07-01 06:54:08,451 - mmaction - INFO - Epoch [64][60/835] lr: 1.125e-03, eta: 5:11:10, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8458, loss_cls: 1.2084, loss: 1.2084 2020-07-01 06:54:20,366 - mmaction - INFO - Epoch [64][80/835] lr: 1.125e-03, eta: 5:10:57, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1319, loss: 1.1319 2020-07-01 06:54:32,277 - mmaction - INFO - Epoch [64][100/835] lr: 1.125e-03, eta: 5:10:45, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8583, loss_cls: 1.2756, loss: 1.2756 2020-07-01 06:54:44,215 - mmaction - INFO - Epoch [64][120/835] lr: 1.125e-03, eta: 5:10:33, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1549, loss: 1.1549 2020-07-01 06:54:56,091 - mmaction - INFO - Epoch [64][140/835] lr: 1.125e-03, eta: 5:10:21, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1247, loss: 1.1247 2020-07-01 06:55:08,036 - mmaction - INFO - Epoch [64][160/835] lr: 1.125e-03, eta: 5:10:09, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.0896, loss: 1.0896 2020-07-01 06:55:20,018 - mmaction - INFO - Epoch [64][180/835] lr: 1.125e-03, eta: 5:09:56, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.3108, loss: 1.3108 2020-07-01 06:55:31,901 - mmaction - INFO - Epoch [64][200/835] lr: 1.125e-03, eta: 5:09:44, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0376, loss: 1.0376 2020-07-01 06:55:43,826 - mmaction - INFO - Epoch [64][220/835] lr: 1.125e-03, eta: 5:09:32, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.1196, loss: 1.1196 2020-07-01 06:55:55,799 - mmaction - INFO - Epoch [64][240/835] lr: 1.125e-03, eta: 5:09:20, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.1798, loss: 1.1798 2020-07-01 06:56:07,788 - mmaction - INFO - Epoch [64][260/835] lr: 1.125e-03, eta: 5:09:07, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7833, top5_acc: 0.8917, loss_cls: 1.0468, loss: 1.0468 2020-07-01 06:56:19,723 - mmaction - INFO - Epoch [64][280/835] lr: 1.125e-03, eta: 5:08:55, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 0.9688, loss: 0.9688 2020-07-01 06:56:31,600 - mmaction - INFO - Epoch [64][300/835] lr: 1.125e-03, eta: 5:08:43, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8750, loss_cls: 1.1851, loss: 1.1851 2020-07-01 06:56:43,519 - mmaction - INFO - Epoch [64][320/835] lr: 1.125e-03, eta: 5:08:31, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1629, loss: 1.1629 2020-07-01 06:56:55,461 - mmaction - INFO - Epoch [64][340/835] lr: 1.125e-03, eta: 5:08:19, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9125, loss_cls: 1.1335, loss: 1.1335 2020-07-01 06:57:07,352 - mmaction - INFO - Epoch [64][360/835] lr: 1.125e-03, eta: 5:08:06, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.1412, loss: 1.1412 2020-07-01 06:57:19,294 - mmaction - INFO - Epoch [64][380/835] lr: 1.125e-03, eta: 5:07:54, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1991, loss: 1.1991 2020-07-01 06:57:31,191 - mmaction - INFO - Epoch [64][400/835] lr: 1.125e-03, eta: 5:07:42, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8583, loss_cls: 1.3437, loss: 1.3437 2020-07-01 06:57:43,069 - mmaction - INFO - Epoch [64][420/835] lr: 1.125e-03, eta: 5:07:30, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8792, loss_cls: 1.1177, loss: 1.1177 2020-07-01 06:57:55,005 - mmaction - INFO - Epoch [64][440/835] lr: 1.125e-03, eta: 5:07:17, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.2039, loss: 1.2039 2020-07-01 06:58:07,062 - mmaction - INFO - Epoch [64][460/835] lr: 1.125e-03, eta: 5:07:05, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8958, loss_cls: 1.2983, loss: 1.2983 2020-07-01 06:58:19,058 - mmaction - INFO - Epoch [64][480/835] lr: 1.125e-03, eta: 5:06:53, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8667, loss_cls: 1.1354, loss: 1.1354 2020-07-01 06:58:31,005 - mmaction - INFO - Epoch [64][500/835] lr: 1.125e-03, eta: 5:06:41, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0798, loss: 1.0798 2020-07-01 06:58:42,948 - mmaction - INFO - Epoch [64][520/835] lr: 1.125e-03, eta: 5:06:29, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7625, top5_acc: 0.8667, loss_cls: 1.1114, loss: 1.1114 2020-07-01 06:58:54,919 - mmaction - INFO - Epoch [64][540/835] lr: 1.125e-03, eta: 5:06:17, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.8750, loss_cls: 1.1278, loss: 1.1278 2020-07-01 06:59:06,858 - mmaction - INFO - Epoch [64][560/835] lr: 1.125e-03, eta: 5:06:04, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.2031, loss: 1.2031 2020-07-01 06:59:18,780 - mmaction - INFO - Epoch [64][580/835] lr: 1.125e-03, eta: 5:05:52, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8917, loss_cls: 1.1052, loss: 1.1052 2020-07-01 06:59:30,814 - mmaction - INFO - Epoch [64][600/835] lr: 1.125e-03, eta: 5:05:40, time: 0.601, data_time: 0.007, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1112, loss: 1.1112 2020-07-01 06:59:42,676 - mmaction - INFO - Epoch [64][620/835] lr: 1.125e-03, eta: 5:05:28, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1172, loss: 1.1172 2020-07-01 06:59:54,583 - mmaction - INFO - Epoch [64][640/835] lr: 1.125e-03, eta: 5:05:16, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.2083, loss: 1.2083 2020-07-01 07:00:07,510 - mmaction - INFO - Epoch [64][660/835] lr: 1.125e-03, eta: 5:05:04, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8708, loss_cls: 1.2486, loss: 1.2486 2020-07-01 07:00:19,434 - mmaction - INFO - Epoch [64][680/835] lr: 1.125e-03, eta: 5:04:52, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0685, loss: 1.0685 2020-07-01 07:00:31,359 - mmaction - INFO - Epoch [64][700/835] lr: 1.125e-03, eta: 5:04:39, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.1280, loss: 1.1280 2020-07-01 07:00:43,354 - mmaction - INFO - Epoch [64][720/835] lr: 1.125e-03, eta: 5:04:27, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2895, loss: 1.2895 2020-07-01 07:00:55,358 - mmaction - INFO - Epoch [64][740/835] lr: 1.125e-03, eta: 5:04:15, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8917, loss_cls: 1.1777, loss: 1.1777 2020-07-01 07:01:07,239 - mmaction - INFO - Epoch [64][760/835] lr: 1.125e-03, eta: 5:04:03, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.2557, loss: 1.2557 2020-07-01 07:01:19,171 - mmaction - INFO - Epoch [64][780/835] lr: 1.125e-03, eta: 5:03:51, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8583, loss_cls: 1.1979, loss: 1.1979 2020-07-01 07:01:31,123 - mmaction - INFO - Epoch [64][800/835] lr: 1.125e-03, eta: 5:03:39, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8917, loss_cls: 1.1751, loss: 1.1751 2020-07-01 07:01:43,230 - mmaction - INFO - Epoch [64][820/835] lr: 1.125e-03, eta: 5:03:26, time: 0.607, data_time: 0.010, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8458, loss_cls: 1.3389, loss: 1.3389 2020-07-01 07:02:28,275 - mmaction - INFO - Epoch [65][20/835] lr: 1.125e-03, eta: 5:03:11, time: 1.597, data_time: 0.993, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9042, loss_cls: 1.1659, loss: 1.1659 2020-07-01 07:02:40,196 - mmaction - INFO - Epoch [65][40/835] lr: 1.125e-03, eta: 5:02:59, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.1831, loss: 1.1831 2020-07-01 07:02:52,041 - mmaction - INFO - Epoch [65][60/835] lr: 1.125e-03, eta: 5:02:47, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1853, loss: 1.1853 2020-07-01 07:03:04,026 - mmaction - INFO - Epoch [65][80/835] lr: 1.125e-03, eta: 5:02:35, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8542, loss_cls: 1.2792, loss: 1.2792 2020-07-01 07:03:15,924 - mmaction - INFO - Epoch [65][100/835] lr: 1.125e-03, eta: 5:02:22, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0833, loss: 1.0833 2020-07-01 07:03:27,929 - mmaction - INFO - Epoch [65][120/835] lr: 1.125e-03, eta: 5:02:10, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9042, loss_cls: 1.1037, loss: 1.1037 2020-07-01 07:03:39,853 - mmaction - INFO - Epoch [65][140/835] lr: 1.125e-03, eta: 5:01:58, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8375, loss_cls: 1.3497, loss: 1.3497 2020-07-01 07:03:51,773 - mmaction - INFO - Epoch [65][160/835] lr: 1.125e-03, eta: 5:01:46, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8625, loss_cls: 1.1307, loss: 1.1307 2020-07-01 07:04:03,659 - mmaction - INFO - Epoch [65][180/835] lr: 1.125e-03, eta: 5:01:34, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8667, loss_cls: 1.2095, loss: 1.2095 2020-07-01 07:04:15,605 - mmaction - INFO - Epoch [65][200/835] lr: 1.125e-03, eta: 5:01:21, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9125, loss_cls: 1.0854, loss: 1.0854 2020-07-01 07:04:27,490 - mmaction - INFO - Epoch [65][220/835] lr: 1.125e-03, eta: 5:01:09, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8958, loss_cls: 1.1751, loss: 1.1751 2020-07-01 07:04:39,419 - mmaction - INFO - Epoch [65][240/835] lr: 1.125e-03, eta: 5:00:57, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.9125, loss_cls: 1.1801, loss: 1.1801 2020-07-01 07:04:51,367 - mmaction - INFO - Epoch [65][260/835] lr: 1.125e-03, eta: 5:00:45, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2185, loss: 1.2185 2020-07-01 07:05:03,311 - mmaction - INFO - Epoch [65][280/835] lr: 1.125e-03, eta: 5:00:32, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.1987, loss: 1.1987 2020-07-01 07:05:15,169 - mmaction - INFO - Epoch [65][300/835] lr: 1.125e-03, eta: 5:00:20, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.1948, loss: 1.1948 2020-07-01 07:05:27,088 - mmaction - INFO - Epoch [65][320/835] lr: 1.125e-03, eta: 5:00:08, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1579, loss: 1.1579 2020-07-01 07:05:39,036 - mmaction - INFO - Epoch [65][340/835] lr: 1.125e-03, eta: 4:59:56, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8875, loss_cls: 1.0355, loss: 1.0355 2020-07-01 07:05:50,916 - mmaction - INFO - Epoch [65][360/835] lr: 1.125e-03, eta: 4:59:44, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.1772, loss: 1.1772 2020-07-01 07:06:02,762 - mmaction - INFO - Epoch [65][380/835] lr: 1.125e-03, eta: 4:59:31, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.1526, loss: 1.1526 2020-07-01 07:06:14,648 - mmaction - INFO - Epoch [65][400/835] lr: 1.125e-03, eta: 4:59:19, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8750, loss_cls: 1.1505, loss: 1.1505 2020-07-01 07:06:26,592 - mmaction - INFO - Epoch [65][420/835] lr: 1.125e-03, eta: 4:59:07, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9083, loss_cls: 0.9882, loss: 0.9882 2020-07-01 07:06:38,556 - mmaction - INFO - Epoch [65][440/835] lr: 1.125e-03, eta: 4:58:55, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8833, loss_cls: 1.1169, loss: 1.1169 2020-07-01 07:06:50,433 - mmaction - INFO - Epoch [65][460/835] lr: 1.125e-03, eta: 4:58:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.2278, loss: 1.2278 2020-07-01 07:07:02,389 - mmaction - INFO - Epoch [65][480/835] lr: 1.125e-03, eta: 4:58:30, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.1341, loss: 1.1341 2020-07-01 07:07:14,271 - mmaction - INFO - Epoch [65][500/835] lr: 1.125e-03, eta: 4:58:18, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6375, top5_acc: 0.8917, loss_cls: 1.2563, loss: 1.2563 2020-07-01 07:07:26,217 - mmaction - INFO - Epoch [65][520/835] lr: 1.125e-03, eta: 4:58:06, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 1.0051, loss: 1.0051 2020-07-01 07:07:38,159 - mmaction - INFO - Epoch [65][540/835] lr: 1.125e-03, eta: 4:57:54, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1453, loss: 1.1453 2020-07-01 07:07:50,078 - mmaction - INFO - Epoch [65][560/835] lr: 1.125e-03, eta: 4:57:41, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8583, loss_cls: 1.1970, loss: 1.1970 2020-07-01 07:08:01,984 - mmaction - INFO - Epoch [65][580/835] lr: 1.125e-03, eta: 4:57:29, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1747, loss: 1.1747 2020-07-01 07:08:13,928 - mmaction - INFO - Epoch [65][600/835] lr: 1.125e-03, eta: 4:57:17, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8708, loss_cls: 1.2907, loss: 1.2907 2020-07-01 07:08:25,863 - mmaction - INFO - Epoch [65][620/835] lr: 1.125e-03, eta: 4:57:05, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.3309, loss: 1.3309 2020-07-01 07:08:37,830 - mmaction - INFO - Epoch [65][640/835] lr: 1.125e-03, eta: 4:56:53, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0230, loss: 1.0230 2020-07-01 07:08:49,722 - mmaction - INFO - Epoch [65][660/835] lr: 1.125e-03, eta: 4:56:40, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 1.0155, loss: 1.0155 2020-07-01 07:09:01,639 - mmaction - INFO - Epoch [65][680/835] lr: 1.125e-03, eta: 4:56:28, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.0748, loss: 1.0748 2020-07-01 07:09:13,555 - mmaction - INFO - Epoch [65][700/835] lr: 1.125e-03, eta: 4:56:16, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1064, loss: 1.1064 2020-07-01 07:09:25,491 - mmaction - INFO - Epoch [65][720/835] lr: 1.125e-03, eta: 4:56:04, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2744, loss: 1.2744 2020-07-01 07:09:37,422 - mmaction - INFO - Epoch [65][740/835] lr: 1.125e-03, eta: 4:55:52, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2580, loss: 1.2580 2020-07-01 07:09:49,346 - mmaction - INFO - Epoch [65][760/835] lr: 1.125e-03, eta: 4:55:39, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8625, loss_cls: 1.4093, loss: 1.4093 2020-07-01 07:10:01,313 - mmaction - INFO - Epoch [65][780/835] lr: 1.125e-03, eta: 4:55:27, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0674, loss: 1.0674 2020-07-01 07:10:13,221 - mmaction - INFO - Epoch [65][800/835] lr: 1.125e-03, eta: 4:55:15, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8500, loss_cls: 1.3097, loss: 1.3097 2020-07-01 07:10:25,142 - mmaction - INFO - Epoch [65][820/835] lr: 1.125e-03, eta: 4:55:03, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.8875, loss_cls: 1.1271, loss: 1.1271 2020-07-01 07:10:34,897 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-07-01 07:11:08,770 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 07:11:09,700 - mmaction - INFO - top1_acc 0.7047 top5_acc 0.8910 2020-07-01 07:11:09,700 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 07:11:09,758 - mmaction - INFO - mean_acc 0.7046 2020-07-01 07:11:09,765 - mmaction - INFO - Epoch [65][835/835] lr: 1.125e-03, top1_acc: 0.7047, top5_acc: 0.8910, mean_class_accuracy: 0.7046 2020-07-01 07:11:31,158 - mmaction - INFO - Epoch [66][20/835] lr: 1.125e-03, eta: 4:54:42, time: 1.067, data_time: 0.465, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1573, loss: 1.1573 2020-07-01 07:11:43,056 - mmaction - INFO - Epoch [66][40/835] lr: 1.125e-03, eta: 4:54:29, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9083, loss_cls: 1.0547, loss: 1.0547 2020-07-01 07:11:54,941 - mmaction - INFO - Epoch [66][60/835] lr: 1.125e-03, eta: 4:54:17, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0579, loss: 1.0579 2020-07-01 07:12:06,836 - mmaction - INFO - Epoch [66][80/835] lr: 1.125e-03, eta: 4:54:05, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8833, loss_cls: 1.2405, loss: 1.2405 2020-07-01 07:12:18,752 - mmaction - INFO - Epoch [66][100/835] lr: 1.125e-03, eta: 4:53:53, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8458, loss_cls: 1.3435, loss: 1.3435 2020-07-01 07:12:30,646 - mmaction - INFO - Epoch [66][120/835] lr: 1.125e-03, eta: 4:53:40, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8708, loss_cls: 1.3611, loss: 1.3611 2020-07-01 07:12:42,565 - mmaction - INFO - Epoch [66][140/835] lr: 1.125e-03, eta: 4:53:28, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8583, loss_cls: 1.2700, loss: 1.2700 2020-07-01 07:12:54,519 - mmaction - INFO - Epoch [66][160/835] lr: 1.125e-03, eta: 4:53:16, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1673, loss: 1.1673 2020-07-01 07:13:06,498 - mmaction - INFO - Epoch [66][180/835] lr: 1.125e-03, eta: 4:53:04, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8875, loss_cls: 1.2264, loss: 1.2264 2020-07-01 07:13:18,444 - mmaction - INFO - Epoch [66][200/835] lr: 1.125e-03, eta: 4:52:52, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.1367, loss: 1.1367 2020-07-01 07:13:30,356 - mmaction - INFO - Epoch [66][220/835] lr: 1.125e-03, eta: 4:52:39, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.1797, loss: 1.1797 2020-07-01 07:13:42,281 - mmaction - INFO - Epoch [66][240/835] lr: 1.125e-03, eta: 4:52:27, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1231, loss: 1.1231 2020-07-01 07:13:54,241 - mmaction - INFO - Epoch [66][260/835] lr: 1.125e-03, eta: 4:52:15, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.2547, loss: 1.2547 2020-07-01 07:14:06,202 - mmaction - INFO - Epoch [66][280/835] lr: 1.125e-03, eta: 4:52:03, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1810, loss: 1.1810 2020-07-01 07:14:18,103 - mmaction - INFO - Epoch [66][300/835] lr: 1.125e-03, eta: 4:51:51, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8792, loss_cls: 1.2194, loss: 1.2194 2020-07-01 07:14:29,999 - mmaction - INFO - Epoch [66][320/835] lr: 1.125e-03, eta: 4:51:38, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1883, loss: 1.1883 2020-07-01 07:14:41,893 - mmaction - INFO - Epoch [66][340/835] lr: 1.125e-03, eta: 4:51:26, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2964, loss: 1.2964 2020-07-01 07:14:53,774 - mmaction - INFO - Epoch [66][360/835] lr: 1.125e-03, eta: 4:51:14, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 0.9759, loss: 0.9759 2020-07-01 07:15:05,841 - mmaction - INFO - Epoch [66][380/835] lr: 1.125e-03, eta: 4:51:02, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 1.0392, loss: 1.0392 2020-07-01 07:15:17,721 - mmaction - INFO - Epoch [66][400/835] lr: 1.125e-03, eta: 4:50:50, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8750, loss_cls: 1.2155, loss: 1.2155 2020-07-01 07:15:29,635 - mmaction - INFO - Epoch [66][420/835] lr: 1.125e-03, eta: 4:50:37, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.1557, loss: 1.1557 2020-07-01 07:15:41,510 - mmaction - INFO - Epoch [66][440/835] lr: 1.125e-03, eta: 4:50:25, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8417, loss_cls: 1.3855, loss: 1.3855 2020-07-01 07:15:53,406 - mmaction - INFO - Epoch [66][460/835] lr: 1.125e-03, eta: 4:50:13, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8833, loss_cls: 1.2289, loss: 1.2289 2020-07-01 07:16:05,380 - mmaction - INFO - Epoch [66][480/835] lr: 1.125e-03, eta: 4:50:01, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8625, loss_cls: 1.2508, loss: 1.2508 2020-07-01 07:16:17,270 - mmaction - INFO - Epoch [66][500/835] lr: 1.125e-03, eta: 4:49:49, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1616, loss: 1.1616 2020-07-01 07:16:29,235 - mmaction - INFO - Epoch [66][520/835] lr: 1.125e-03, eta: 4:49:36, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2356, loss: 1.2356 2020-07-01 07:16:41,189 - mmaction - INFO - Epoch [66][540/835] lr: 1.125e-03, eta: 4:49:24, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.0893, loss: 1.0893 2020-07-01 07:16:53,148 - mmaction - INFO - Epoch [66][560/835] lr: 1.125e-03, eta: 4:49:12, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7792, top5_acc: 0.8667, loss_cls: 1.0981, loss: 1.0981 2020-07-01 07:17:05,084 - mmaction - INFO - Epoch [66][580/835] lr: 1.125e-03, eta: 4:49:00, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1879, loss: 1.1879 2020-07-01 07:17:16,992 - mmaction - INFO - Epoch [66][600/835] lr: 1.125e-03, eta: 4:48:48, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.1736, loss: 1.1736 2020-07-01 07:17:28,912 - mmaction - INFO - Epoch [66][620/835] lr: 1.125e-03, eta: 4:48:35, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7958, top5_acc: 0.9292, loss_cls: 0.9532, loss: 0.9532 2020-07-01 07:17:40,837 - mmaction - INFO - Epoch [66][640/835] lr: 1.125e-03, eta: 4:48:23, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8875, loss_cls: 1.1037, loss: 1.1037 2020-07-01 07:17:52,736 - mmaction - INFO - Epoch [66][660/835] lr: 1.125e-03, eta: 4:48:11, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8542, loss_cls: 1.3083, loss: 1.3083 2020-07-01 07:18:04,624 - mmaction - INFO - Epoch [66][680/835] lr: 1.125e-03, eta: 4:47:59, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1689, loss: 1.1689 2020-07-01 07:18:16,678 - mmaction - INFO - Epoch [66][700/835] lr: 1.125e-03, eta: 4:47:47, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8833, loss_cls: 1.1625, loss: 1.1625 2020-07-01 07:18:28,628 - mmaction - INFO - Epoch [66][720/835] lr: 1.125e-03, eta: 4:47:34, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8875, loss_cls: 1.1001, loss: 1.1001 2020-07-01 07:18:40,533 - mmaction - INFO - Epoch [66][740/835] lr: 1.125e-03, eta: 4:47:22, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1264, loss: 1.1264 2020-07-01 07:18:52,450 - mmaction - INFO - Epoch [66][760/835] lr: 1.125e-03, eta: 4:47:10, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.4089, loss: 1.4089 2020-07-01 07:19:04,439 - mmaction - INFO - Epoch [66][780/835] lr: 1.125e-03, eta: 4:46:58, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.1243, loss: 1.1243 2020-07-01 07:19:16,357 - mmaction - INFO - Epoch [66][800/835] lr: 1.125e-03, eta: 4:46:46, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9167, loss_cls: 1.0482, loss: 1.0482 2020-07-01 07:19:28,295 - mmaction - INFO - Epoch [66][820/835] lr: 1.125e-03, eta: 4:46:34, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8792, loss_cls: 1.3078, loss: 1.3078 2020-07-01 07:20:03,546 - mmaction - INFO - Epoch [67][20/835] lr: 1.125e-03, eta: 4:46:15, time: 1.274, data_time: 0.634, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.2028, loss: 1.2028 2020-07-01 07:20:15,381 - mmaction - INFO - Epoch [67][40/835] lr: 1.125e-03, eta: 4:46:02, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.9375, loss_cls: 1.1068, loss: 1.1068 2020-07-01 07:20:27,324 - mmaction - INFO - Epoch [67][60/835] lr: 1.125e-03, eta: 4:45:50, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0378, loss: 1.0378 2020-07-01 07:20:39,206 - mmaction - INFO - Epoch [67][80/835] lr: 1.125e-03, eta: 4:45:38, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 1.0880, loss: 1.0880 2020-07-01 07:20:51,109 - mmaction - INFO - Epoch [67][100/835] lr: 1.125e-03, eta: 4:45:26, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8458, loss_cls: 1.2483, loss: 1.2483 2020-07-01 07:21:03,009 - mmaction - INFO - Epoch [67][120/835] lr: 1.125e-03, eta: 4:45:13, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6333, top5_acc: 0.8667, loss_cls: 1.3446, loss: 1.3446 2020-07-01 07:21:14,900 - mmaction - INFO - Epoch [67][140/835] lr: 1.125e-03, eta: 4:45:01, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9731, loss: 0.9731 2020-07-01 07:21:26,771 - mmaction - INFO - Epoch [67][160/835] lr: 1.125e-03, eta: 4:44:49, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2281, loss: 1.2281 2020-07-01 07:21:38,711 - mmaction - INFO - Epoch [67][180/835] lr: 1.125e-03, eta: 4:44:37, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8458, loss_cls: 1.3143, loss: 1.3143 2020-07-01 07:21:50,615 - mmaction - INFO - Epoch [67][200/835] lr: 1.125e-03, eta: 4:44:25, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7625, top5_acc: 0.8917, loss_cls: 1.0395, loss: 1.0395 2020-07-01 07:22:02,538 - mmaction - INFO - Epoch [67][220/835] lr: 1.125e-03, eta: 4:44:12, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9042, loss_cls: 1.1701, loss: 1.1701 2020-07-01 07:22:14,448 - mmaction - INFO - Epoch [67][240/835] lr: 1.125e-03, eta: 4:44:00, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.2828, loss: 1.2828 2020-07-01 07:22:26,379 - mmaction - INFO - Epoch [67][260/835] lr: 1.125e-03, eta: 4:43:48, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0697, loss: 1.0697 2020-07-01 07:22:38,282 - mmaction - INFO - Epoch [67][280/835] lr: 1.125e-03, eta: 4:43:36, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1515, loss: 1.1515 2020-07-01 07:22:50,222 - mmaction - INFO - Epoch [67][300/835] lr: 1.125e-03, eta: 4:43:24, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9000, loss_cls: 1.0729, loss: 1.0729 2020-07-01 07:23:02,192 - mmaction - INFO - Epoch [67][320/835] lr: 1.125e-03, eta: 4:43:11, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1538, loss: 1.1538 2020-07-01 07:23:14,146 - mmaction - INFO - Epoch [67][340/835] lr: 1.125e-03, eta: 4:42:59, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.0643, loss: 1.0643 2020-07-01 07:23:26,086 - mmaction - INFO - Epoch [67][360/835] lr: 1.125e-03, eta: 4:42:47, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1047, loss: 1.1047 2020-07-01 07:23:38,107 - mmaction - INFO - Epoch [67][380/835] lr: 1.125e-03, eta: 4:42:35, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.1896, loss: 1.1896 2020-07-01 07:23:50,015 - mmaction - INFO - Epoch [67][400/835] lr: 1.125e-03, eta: 4:42:23, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1083, loss: 1.1083 2020-07-01 07:24:01,899 - mmaction - INFO - Epoch [67][420/835] lr: 1.125e-03, eta: 4:42:10, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8500, loss_cls: 1.4071, loss: 1.4071 2020-07-01 07:24:13,808 - mmaction - INFO - Epoch [67][440/835] lr: 1.125e-03, eta: 4:41:58, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9042, loss_cls: 1.0265, loss: 1.0265 2020-07-01 07:24:25,762 - mmaction - INFO - Epoch [67][460/835] lr: 1.125e-03, eta: 4:41:46, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8708, loss_cls: 1.1009, loss: 1.1009 2020-07-01 07:24:37,698 - mmaction - INFO - Epoch [67][480/835] lr: 1.125e-03, eta: 4:41:34, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9083, loss_cls: 1.0615, loss: 1.0615 2020-07-01 07:24:49,586 - mmaction - INFO - Epoch [67][500/835] lr: 1.125e-03, eta: 4:41:22, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8542, loss_cls: 1.2579, loss: 1.2579 2020-07-01 07:25:01,537 - mmaction - INFO - Epoch [67][520/835] lr: 1.125e-03, eta: 4:41:09, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8625, loss_cls: 1.3621, loss: 1.3621 2020-07-01 07:25:13,447 - mmaction - INFO - Epoch [67][540/835] lr: 1.125e-03, eta: 4:40:57, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.1266, loss: 1.1266 2020-07-01 07:25:25,387 - mmaction - INFO - Epoch [67][560/835] lr: 1.125e-03, eta: 4:40:45, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.1179, loss: 1.1179 2020-07-01 07:25:37,315 - mmaction - INFO - Epoch [67][580/835] lr: 1.125e-03, eta: 4:40:33, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.1355, loss: 1.1355 2020-07-01 07:25:49,277 - mmaction - INFO - Epoch [67][600/835] lr: 1.125e-03, eta: 4:40:21, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9167, loss_cls: 1.0521, loss: 1.0521 2020-07-01 07:26:01,139 - mmaction - INFO - Epoch [67][620/835] lr: 1.125e-03, eta: 4:40:08, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1890, loss: 1.1890 2020-07-01 07:26:13,057 - mmaction - INFO - Epoch [67][640/835] lr: 1.125e-03, eta: 4:39:56, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8625, loss_cls: 1.3168, loss: 1.3168 2020-07-01 07:26:24,920 - mmaction - INFO - Epoch [67][660/835] lr: 1.125e-03, eta: 4:39:44, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8875, loss_cls: 1.2051, loss: 1.2051 2020-07-01 07:26:37,065 - mmaction - INFO - Epoch [67][680/835] lr: 1.125e-03, eta: 4:39:32, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8750, loss_cls: 1.1292, loss: 1.1292 2020-07-01 07:26:48,955 - mmaction - INFO - Epoch [67][700/835] lr: 1.125e-03, eta: 4:39:20, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6542, top5_acc: 0.8667, loss_cls: 1.3355, loss: 1.3355 2020-07-01 07:27:00,908 - mmaction - INFO - Epoch [67][720/835] lr: 1.125e-03, eta: 4:39:08, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8625, loss_cls: 1.4249, loss: 1.4249 2020-07-01 07:27:12,790 - mmaction - INFO - Epoch [67][740/835] lr: 1.125e-03, eta: 4:38:55, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8542, loss_cls: 1.2195, loss: 1.2195 2020-07-01 07:27:24,716 - mmaction - INFO - Epoch [67][760/835] lr: 1.125e-03, eta: 4:38:43, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.2777, loss: 1.2777 2020-07-01 07:27:36,713 - mmaction - INFO - Epoch [67][780/835] lr: 1.125e-03, eta: 4:38:31, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0684, loss: 1.0684 2020-07-01 07:27:48,736 - mmaction - INFO - Epoch [67][800/835] lr: 1.125e-03, eta: 4:38:19, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0619, loss: 1.0619 2020-07-01 07:28:00,633 - mmaction - INFO - Epoch [67][820/835] lr: 1.125e-03, eta: 4:38:07, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8583, loss_cls: 1.3014, loss: 1.3014 2020-07-01 07:28:34,985 - mmaction - INFO - Epoch [68][20/835] lr: 1.125e-03, eta: 4:37:47, time: 1.231, data_time: 0.630, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.0990, loss: 1.0990 2020-07-01 07:28:46,912 - mmaction - INFO - Epoch [68][40/835] lr: 1.125e-03, eta: 4:37:35, time: 0.597, data_time: 0.005, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2521, loss: 1.2521 2020-07-01 07:28:58,854 - mmaction - INFO - Epoch [68][60/835] lr: 1.125e-03, eta: 4:37:23, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0913, loss: 1.0913 2020-07-01 07:29:10,789 - mmaction - INFO - Epoch [68][80/835] lr: 1.125e-03, eta: 4:37:11, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0670, loss: 1.0670 2020-07-01 07:29:22,720 - mmaction - INFO - Epoch [68][100/835] lr: 1.125e-03, eta: 4:36:58, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9000, loss_cls: 0.9472, loss: 0.9472 2020-07-01 07:29:34,629 - mmaction - INFO - Epoch [68][120/835] lr: 1.125e-03, eta: 4:36:46, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8833, loss_cls: 1.1995, loss: 1.1995 2020-07-01 07:29:46,527 - mmaction - INFO - Epoch [68][140/835] lr: 1.125e-03, eta: 4:36:34, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.8708, loss_cls: 1.1441, loss: 1.1441 2020-07-01 07:29:58,462 - mmaction - INFO - Epoch [68][160/835] lr: 1.125e-03, eta: 4:36:22, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1706, loss: 1.1706 2020-07-01 07:30:10,352 - mmaction - INFO - Epoch [68][180/835] lr: 1.125e-03, eta: 4:36:10, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.2214, loss: 1.2214 2020-07-01 07:30:22,335 - mmaction - INFO - Epoch [68][200/835] lr: 1.125e-03, eta: 4:35:57, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9208, loss_cls: 1.0995, loss: 1.0995 2020-07-01 07:30:34,240 - mmaction - INFO - Epoch [68][220/835] lr: 1.125e-03, eta: 4:35:45, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0168, loss: 1.0168 2020-07-01 07:30:46,195 - mmaction - INFO - Epoch [68][240/835] lr: 1.125e-03, eta: 4:35:33, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8417, loss_cls: 1.2460, loss: 1.2460 2020-07-01 07:30:58,095 - mmaction - INFO - Epoch [68][260/835] lr: 1.125e-03, eta: 4:35:21, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.0756, loss: 1.0756 2020-07-01 07:31:10,016 - mmaction - INFO - Epoch [68][280/835] lr: 1.125e-03, eta: 4:35:09, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.0772, loss: 1.0772 2020-07-01 07:31:22,023 - mmaction - INFO - Epoch [68][300/835] lr: 1.125e-03, eta: 4:34:56, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8750, loss_cls: 1.1732, loss: 1.1732 2020-07-01 07:31:33,904 - mmaction - INFO - Epoch [68][320/835] lr: 1.125e-03, eta: 4:34:44, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1070, loss: 1.1070 2020-07-01 07:31:45,861 - mmaction - INFO - Epoch [68][340/835] lr: 1.125e-03, eta: 4:34:32, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9888, loss: 0.9888 2020-07-01 07:31:57,785 - mmaction - INFO - Epoch [68][360/835] lr: 1.125e-03, eta: 4:34:20, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8708, loss_cls: 1.1974, loss: 1.1974 2020-07-01 07:32:09,711 - mmaction - INFO - Epoch [68][380/835] lr: 1.125e-03, eta: 4:34:08, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9000, loss_cls: 1.0153, loss: 1.0153 2020-07-01 07:32:21,606 - mmaction - INFO - Epoch [68][400/835] lr: 1.125e-03, eta: 4:33:55, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1684, loss: 1.1684 2020-07-01 07:32:33,506 - mmaction - INFO - Epoch [68][420/835] lr: 1.125e-03, eta: 4:33:43, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8833, loss_cls: 1.2121, loss: 1.2121 2020-07-01 07:32:45,399 - mmaction - INFO - Epoch [68][440/835] lr: 1.125e-03, eta: 4:33:31, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2802, loss: 1.2802 2020-07-01 07:32:57,384 - mmaction - INFO - Epoch [68][460/835] lr: 1.125e-03, eta: 4:33:19, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2501, loss: 1.2501 2020-07-01 07:33:09,400 - mmaction - INFO - Epoch [68][480/835] lr: 1.125e-03, eta: 4:33:07, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8750, loss_cls: 1.1891, loss: 1.1891 2020-07-01 07:33:21,345 - mmaction - INFO - Epoch [68][500/835] lr: 1.125e-03, eta: 4:32:55, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.2036, loss: 1.2036 2020-07-01 07:33:33,217 - mmaction - INFO - Epoch [68][520/835] lr: 1.125e-03, eta: 4:32:42, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.2814, loss: 1.2814 2020-07-01 07:33:45,162 - mmaction - INFO - Epoch [68][540/835] lr: 1.125e-03, eta: 4:32:30, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.1420, loss: 1.1420 2020-07-01 07:33:57,075 - mmaction - INFO - Epoch [68][560/835] lr: 1.125e-03, eta: 4:32:18, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.2040, loss: 1.2040 2020-07-01 07:34:09,020 - mmaction - INFO - Epoch [68][580/835] lr: 1.125e-03, eta: 4:32:06, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8583, loss_cls: 1.1737, loss: 1.1737 2020-07-01 07:34:20,936 - mmaction - INFO - Epoch [68][600/835] lr: 1.125e-03, eta: 4:31:54, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2455, loss: 1.2455 2020-07-01 07:34:32,838 - mmaction - INFO - Epoch [68][620/835] lr: 1.125e-03, eta: 4:31:41, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1061, loss: 1.1061 2020-07-01 07:34:44,759 - mmaction - INFO - Epoch [68][640/835] lr: 1.125e-03, eta: 4:31:29, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8667, loss_cls: 1.2595, loss: 1.2595 2020-07-01 07:34:56,625 - mmaction - INFO - Epoch [68][660/835] lr: 1.125e-03, eta: 4:31:17, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 1.1276, loss: 1.1276 2020-07-01 07:35:08,583 - mmaction - INFO - Epoch [68][680/835] lr: 1.125e-03, eta: 4:31:05, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8417, loss_cls: 1.2972, loss: 1.2972 2020-07-01 07:35:20,462 - mmaction - INFO - Epoch [68][700/835] lr: 1.125e-03, eta: 4:30:53, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1192, loss: 1.1192 2020-07-01 07:35:32,334 - mmaction - INFO - Epoch [68][720/835] lr: 1.125e-03, eta: 4:30:40, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8583, loss_cls: 1.1682, loss: 1.1682 2020-07-01 07:35:44,232 - mmaction - INFO - Epoch [68][740/835] lr: 1.125e-03, eta: 4:30:28, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8708, loss_cls: 1.2590, loss: 1.2590 2020-07-01 07:35:56,166 - mmaction - INFO - Epoch [68][760/835] lr: 1.125e-03, eta: 4:30:16, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2531, loss: 1.2531 2020-07-01 07:36:08,120 - mmaction - INFO - Epoch [68][780/835] lr: 1.125e-03, eta: 4:30:04, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1566, loss: 1.1566 2020-07-01 07:36:20,051 - mmaction - INFO - Epoch [68][800/835] lr: 1.125e-03, eta: 4:29:52, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2696, loss: 1.2696 2020-07-01 07:36:31,887 - mmaction - INFO - Epoch [68][820/835] lr: 1.125e-03, eta: 4:29:39, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8667, loss_cls: 1.2221, loss: 1.2221 2020-07-01 07:37:05,520 - mmaction - INFO - Epoch [69][20/835] lr: 1.125e-03, eta: 4:29:20, time: 1.192, data_time: 0.584, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2838, loss: 1.2838 2020-07-01 07:37:17,459 - mmaction - INFO - Epoch [69][40/835] lr: 1.125e-03, eta: 4:29:07, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1827, loss: 1.1827 2020-07-01 07:37:29,365 - mmaction - INFO - Epoch [69][60/835] lr: 1.125e-03, eta: 4:28:55, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0882, loss: 1.0882 2020-07-01 07:37:41,282 - mmaction - INFO - Epoch [69][80/835] lr: 1.125e-03, eta: 4:28:43, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.2478, loss: 1.2478 2020-07-01 07:37:53,196 - mmaction - INFO - Epoch [69][100/835] lr: 1.125e-03, eta: 4:28:31, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 0.9417, loss: 0.9417 2020-07-01 07:38:05,098 - mmaction - INFO - Epoch [69][120/835] lr: 1.125e-03, eta: 4:28:19, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.2565, loss: 1.2565 2020-07-01 07:38:17,013 - mmaction - INFO - Epoch [69][140/835] lr: 1.125e-03, eta: 4:28:06, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.8985, loss: 0.8985 2020-07-01 07:38:28,970 - mmaction - INFO - Epoch [69][160/835] lr: 1.125e-03, eta: 4:27:54, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.1122, loss: 1.1122 2020-07-01 07:38:40,926 - mmaction - INFO - Epoch [69][180/835] lr: 1.125e-03, eta: 4:27:42, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.2641, loss: 1.2641 2020-07-01 07:38:52,818 - mmaction - INFO - Epoch [69][200/835] lr: 1.125e-03, eta: 4:27:30, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9292, loss_cls: 0.8587, loss: 0.8587 2020-07-01 07:39:04,794 - mmaction - INFO - Epoch [69][220/835] lr: 1.125e-03, eta: 4:27:18, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8500, loss_cls: 1.2881, loss: 1.2881 2020-07-01 07:39:16,701 - mmaction - INFO - Epoch [69][240/835] lr: 1.125e-03, eta: 4:27:05, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1895, loss: 1.1895 2020-07-01 07:39:28,587 - mmaction - INFO - Epoch [69][260/835] lr: 1.125e-03, eta: 4:26:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8833, loss_cls: 1.0653, loss: 1.0653 2020-07-01 07:39:40,519 - mmaction - INFO - Epoch [69][280/835] lr: 1.125e-03, eta: 4:26:41, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8708, loss_cls: 1.2008, loss: 1.2008 2020-07-01 07:39:52,397 - mmaction - INFO - Epoch [69][300/835] lr: 1.125e-03, eta: 4:26:29, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9000, loss_cls: 1.0399, loss: 1.0399 2020-07-01 07:40:04,354 - mmaction - INFO - Epoch [69][320/835] lr: 1.125e-03, eta: 4:26:17, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9083, loss_cls: 1.0599, loss: 1.0599 2020-07-01 07:40:16,233 - mmaction - INFO - Epoch [69][340/835] lr: 1.125e-03, eta: 4:26:04, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9292, loss_cls: 0.9883, loss: 0.9883 2020-07-01 07:40:28,127 - mmaction - INFO - Epoch [69][360/835] lr: 1.125e-03, eta: 4:25:52, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8958, loss_cls: 1.1598, loss: 1.1598 2020-07-01 07:40:40,080 - mmaction - INFO - Epoch [69][380/835] lr: 1.125e-03, eta: 4:25:40, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8625, loss_cls: 1.1635, loss: 1.1635 2020-07-01 07:40:52,011 - mmaction - INFO - Epoch [69][400/835] lr: 1.125e-03, eta: 4:25:28, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.2087, loss: 1.2087 2020-07-01 07:41:03,936 - mmaction - INFO - Epoch [69][420/835] lr: 1.125e-03, eta: 4:25:16, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0336, loss: 1.0336 2020-07-01 07:41:15,825 - mmaction - INFO - Epoch [69][440/835] lr: 1.125e-03, eta: 4:25:04, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8875, loss_cls: 1.1199, loss: 1.1199 2020-07-01 07:41:27,683 - mmaction - INFO - Epoch [69][460/835] lr: 1.125e-03, eta: 4:24:51, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9167, loss_cls: 0.9955, loss: 0.9955 2020-07-01 07:41:39,623 - mmaction - INFO - Epoch [69][480/835] lr: 1.125e-03, eta: 4:24:39, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.2407, loss: 1.2407 2020-07-01 07:41:51,583 - mmaction - INFO - Epoch [69][500/835] lr: 1.125e-03, eta: 4:24:27, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0733, loss: 1.0733 2020-07-01 07:42:03,477 - mmaction - INFO - Epoch [69][520/835] lr: 1.125e-03, eta: 4:24:15, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0870, loss: 1.0870 2020-07-01 07:42:15,424 - mmaction - INFO - Epoch [69][540/835] lr: 1.125e-03, eta: 4:24:03, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1371, loss: 1.1371 2020-07-01 07:42:27,342 - mmaction - INFO - Epoch [69][560/835] lr: 1.125e-03, eta: 4:23:50, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1396, loss: 1.1396 2020-07-01 07:42:39,307 - mmaction - INFO - Epoch [69][580/835] lr: 1.125e-03, eta: 4:23:38, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8792, loss_cls: 1.1260, loss: 1.1260 2020-07-01 07:42:51,222 - mmaction - INFO - Epoch [69][600/835] lr: 1.125e-03, eta: 4:23:26, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.8911, loss: 0.8911 2020-07-01 07:43:03,139 - mmaction - INFO - Epoch [69][620/835] lr: 1.125e-03, eta: 4:23:14, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2278, loss: 1.2278 2020-07-01 07:43:15,053 - mmaction - INFO - Epoch [69][640/835] lr: 1.125e-03, eta: 4:23:02, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8708, loss_cls: 1.1962, loss: 1.1962 2020-07-01 07:43:26,974 - mmaction - INFO - Epoch [69][660/835] lr: 1.125e-03, eta: 4:22:49, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2354, loss: 1.2354 2020-07-01 07:43:38,941 - mmaction - INFO - Epoch [69][680/835] lr: 1.125e-03, eta: 4:22:37, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9292, loss_cls: 1.0083, loss: 1.0083 2020-07-01 07:43:50,859 - mmaction - INFO - Epoch [69][700/835] lr: 1.125e-03, eta: 4:22:25, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.0429, loss: 1.0429 2020-07-01 07:44:02,851 - mmaction - INFO - Epoch [69][720/835] lr: 1.125e-03, eta: 4:22:13, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9000, loss_cls: 1.1169, loss: 1.1169 2020-07-01 07:44:14,776 - mmaction - INFO - Epoch [69][740/835] lr: 1.125e-03, eta: 4:22:01, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8833, loss_cls: 1.2373, loss: 1.2373 2020-07-01 07:44:26,760 - mmaction - INFO - Epoch [69][760/835] lr: 1.125e-03, eta: 4:21:49, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0737, loss: 1.0737 2020-07-01 07:44:38,639 - mmaction - INFO - Epoch [69][780/835] lr: 1.125e-03, eta: 4:21:36, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1850, loss: 1.1850 2020-07-01 07:44:50,603 - mmaction - INFO - Epoch [69][800/835] lr: 1.125e-03, eta: 4:21:24, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3138, loss: 1.3138 2020-07-01 07:45:02,550 - mmaction - INFO - Epoch [69][820/835] lr: 1.125e-03, eta: 4:21:12, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8875, loss_cls: 1.1103, loss: 1.1103 2020-07-01 07:45:35,700 - mmaction - INFO - Epoch [70][20/835] lr: 1.125e-03, eta: 4:20:52, time: 1.181, data_time: 0.566, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1768, loss: 1.1768 2020-07-01 07:45:47,671 - mmaction - INFO - Epoch [70][40/835] lr: 1.125e-03, eta: 4:20:40, time: 0.600, data_time: 0.005, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.1888, loss: 1.1888 2020-07-01 07:45:59,591 - mmaction - INFO - Epoch [70][60/835] lr: 1.125e-03, eta: 4:20:28, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9083, loss_cls: 1.1081, loss: 1.1081 2020-07-01 07:46:11,476 - mmaction - INFO - Epoch [70][80/835] lr: 1.125e-03, eta: 4:20:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 1.0317, loss: 1.0317 2020-07-01 07:46:23,391 - mmaction - INFO - Epoch [70][100/835] lr: 1.125e-03, eta: 4:20:03, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8583, loss_cls: 1.3055, loss: 1.3055 2020-07-01 07:46:35,293 - mmaction - INFO - Epoch [70][120/835] lr: 1.125e-03, eta: 4:19:51, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2246, loss: 1.2246 2020-07-01 07:46:47,165 - mmaction - INFO - Epoch [70][140/835] lr: 1.125e-03, eta: 4:19:39, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.1803, loss: 1.1803 2020-07-01 07:46:59,153 - mmaction - INFO - Epoch [70][160/835] lr: 1.125e-03, eta: 4:19:27, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1061, loss: 1.1061 2020-07-01 07:47:11,154 - mmaction - INFO - Epoch [70][180/835] lr: 1.125e-03, eta: 4:19:15, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0754, loss: 1.0754 2020-07-01 07:47:23,060 - mmaction - INFO - Epoch [70][200/835] lr: 1.125e-03, eta: 4:19:02, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9042, loss_cls: 0.9843, loss: 0.9843 2020-07-01 07:47:34,960 - mmaction - INFO - Epoch [70][220/835] lr: 1.125e-03, eta: 4:18:50, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 1.0743, loss: 1.0743 2020-07-01 07:47:46,932 - mmaction - INFO - Epoch [70][240/835] lr: 1.125e-03, eta: 4:18:38, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0913, loss: 1.0913 2020-07-01 07:47:58,770 - mmaction - INFO - Epoch [70][260/835] lr: 1.125e-03, eta: 4:18:26, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0544, loss: 1.0544 2020-07-01 07:48:10,633 - mmaction - INFO - Epoch [70][280/835] lr: 1.125e-03, eta: 4:18:14, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.0701, loss: 1.0701 2020-07-01 07:48:22,609 - mmaction - INFO - Epoch [70][300/835] lr: 1.125e-03, eta: 4:18:01, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.0685, loss: 1.0685 2020-07-01 07:48:34,584 - mmaction - INFO - Epoch [70][320/835] lr: 1.125e-03, eta: 4:17:49, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1973, loss: 1.1973 2020-07-01 07:48:46,537 - mmaction - INFO - Epoch [70][340/835] lr: 1.125e-03, eta: 4:17:37, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9250, loss_cls: 0.8824, loss: 0.8824 2020-07-01 07:48:58,419 - mmaction - INFO - Epoch [70][360/835] lr: 1.125e-03, eta: 4:17:25, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9125, loss_cls: 0.9848, loss: 0.9848 2020-07-01 07:49:10,320 - mmaction - INFO - Epoch [70][380/835] lr: 1.125e-03, eta: 4:17:13, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6292, top5_acc: 0.8458, loss_cls: 1.3543, loss: 1.3543 2020-07-01 07:49:22,208 - mmaction - INFO - Epoch [70][400/835] lr: 1.125e-03, eta: 4:17:01, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8833, loss_cls: 1.0365, loss: 1.0365 2020-07-01 07:49:34,148 - mmaction - INFO - Epoch [70][420/835] lr: 1.125e-03, eta: 4:16:48, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1374, loss: 1.1374 2020-07-01 07:49:46,063 - mmaction - INFO - Epoch [70][440/835] lr: 1.125e-03, eta: 4:16:36, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8542, loss_cls: 1.2711, loss: 1.2711 2020-07-01 07:49:57,977 - mmaction - INFO - Epoch [70][460/835] lr: 1.125e-03, eta: 4:16:24, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9167, loss_cls: 0.9273, loss: 0.9273 2020-07-01 07:50:09,955 - mmaction - INFO - Epoch [70][480/835] lr: 1.125e-03, eta: 4:16:12, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.9167, loss_cls: 1.1048, loss: 1.1048 2020-07-01 07:50:21,913 - mmaction - INFO - Epoch [70][500/835] lr: 1.125e-03, eta: 4:16:00, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9042, loss_cls: 0.9615, loss: 0.9615 2020-07-01 07:50:33,870 - mmaction - INFO - Epoch [70][520/835] lr: 1.125e-03, eta: 4:15:48, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1993, loss: 1.1993 2020-07-01 07:50:45,851 - mmaction - INFO - Epoch [70][540/835] lr: 1.125e-03, eta: 4:15:35, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.0983, loss: 1.0983 2020-07-01 07:50:57,759 - mmaction - INFO - Epoch [70][560/835] lr: 1.125e-03, eta: 4:15:23, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2083, loss: 1.2083 2020-07-01 07:51:09,686 - mmaction - INFO - Epoch [70][580/835] lr: 1.125e-03, eta: 4:15:11, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.2103, loss: 1.2103 2020-07-01 07:51:21,606 - mmaction - INFO - Epoch [70][600/835] lr: 1.125e-03, eta: 4:14:59, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9042, loss_cls: 0.9348, loss: 0.9348 2020-07-01 07:51:33,526 - mmaction - INFO - Epoch [70][620/835] lr: 1.125e-03, eta: 4:14:47, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1677, loss: 1.1677 2020-07-01 07:51:45,462 - mmaction - INFO - Epoch [70][640/835] lr: 1.125e-03, eta: 4:14:34, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0727, loss: 1.0727 2020-07-01 07:51:57,385 - mmaction - INFO - Epoch [70][660/835] lr: 1.125e-03, eta: 4:14:22, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2125, loss: 1.2125 2020-07-01 07:52:09,296 - mmaction - INFO - Epoch [70][680/835] lr: 1.125e-03, eta: 4:14:10, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.1730, loss: 1.1730 2020-07-01 07:52:21,221 - mmaction - INFO - Epoch [70][700/835] lr: 1.125e-03, eta: 4:13:58, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9333, loss_cls: 1.0379, loss: 1.0379 2020-07-01 07:52:33,144 - mmaction - INFO - Epoch [70][720/835] lr: 1.125e-03, eta: 4:13:46, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8708, loss_cls: 1.0703, loss: 1.0703 2020-07-01 07:52:45,031 - mmaction - INFO - Epoch [70][740/835] lr: 1.125e-03, eta: 4:13:34, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1662, loss: 1.1662 2020-07-01 07:52:56,917 - mmaction - INFO - Epoch [70][760/835] lr: 1.125e-03, eta: 4:13:21, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8667, loss_cls: 1.1649, loss: 1.1649 2020-07-01 07:53:08,822 - mmaction - INFO - Epoch [70][780/835] lr: 1.125e-03, eta: 4:13:09, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1267, loss: 1.1267 2020-07-01 07:53:20,717 - mmaction - INFO - Epoch [70][800/835] lr: 1.125e-03, eta: 4:12:57, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0872, loss: 1.0872 2020-07-01 07:53:32,672 - mmaction - INFO - Epoch [70][820/835] lr: 1.125e-03, eta: 4:12:45, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8792, loss_cls: 1.2049, loss: 1.2049 2020-07-01 07:53:42,274 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-07-01 07:54:16,313 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 07:54:17,244 - mmaction - INFO - top1_acc 0.7045 top5_acc 0.8915 2020-07-01 07:54:17,244 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 07:54:17,294 - mmaction - INFO - mean_acc 0.7045 2020-07-01 07:54:17,301 - mmaction - INFO - Epoch [70][835/835] lr: 1.125e-03, top1_acc: 0.7045, top5_acc: 0.8915, mean_class_accuracy: 0.7045 2020-07-01 07:54:38,316 - mmaction - INFO - Epoch [71][20/835] lr: 1.125e-03, eta: 4:12:24, time: 1.049, data_time: 0.434, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.2359, loss: 1.2359 2020-07-01 07:54:50,197 - mmaction - INFO - Epoch [71][40/835] lr: 1.125e-03, eta: 4:12:11, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8875, loss_cls: 1.1097, loss: 1.1097 2020-07-01 07:55:02,193 - mmaction - INFO - Epoch [71][60/835] lr: 1.125e-03, eta: 4:11:59, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9375, loss_cls: 0.9029, loss: 0.9029 2020-07-01 07:55:14,011 - mmaction - INFO - Epoch [71][80/835] lr: 1.125e-03, eta: 4:11:47, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9042, loss_cls: 0.8980, loss: 0.8980 2020-07-01 07:55:25,847 - mmaction - INFO - Epoch [71][100/835] lr: 1.125e-03, eta: 4:11:35, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 1.0591, loss: 1.0591 2020-07-01 07:55:37,733 - mmaction - INFO - Epoch [71][120/835] lr: 1.125e-03, eta: 4:11:23, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8750, loss_cls: 1.1288, loss: 1.1288 2020-07-01 07:55:49,602 - mmaction - INFO - Epoch [71][140/835] lr: 1.125e-03, eta: 4:11:10, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8708, loss_cls: 1.0970, loss: 1.0970 2020-07-01 07:56:01,468 - mmaction - INFO - Epoch [71][160/835] lr: 1.125e-03, eta: 4:10:58, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2625, loss: 1.2625 2020-07-01 07:56:13,408 - mmaction - INFO - Epoch [71][180/835] lr: 1.125e-03, eta: 4:10:46, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8708, loss_cls: 1.1471, loss: 1.1471 2020-07-01 07:56:25,314 - mmaction - INFO - Epoch [71][200/835] lr: 1.125e-03, eta: 4:10:34, time: 0.594, data_time: 0.000, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1800, loss: 1.1800 2020-07-01 07:56:37,288 - mmaction - INFO - Epoch [71][220/835] lr: 1.125e-03, eta: 4:10:22, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8917, loss_cls: 1.0316, loss: 1.0316 2020-07-01 07:56:49,212 - mmaction - INFO - Epoch [71][240/835] lr: 1.125e-03, eta: 4:10:10, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8833, loss_cls: 1.1557, loss: 1.1557 2020-07-01 07:57:01,137 - mmaction - INFO - Epoch [71][260/835] lr: 1.125e-03, eta: 4:09:57, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.2341, loss: 1.2341 2020-07-01 07:57:13,103 - mmaction - INFO - Epoch [71][280/835] lr: 1.125e-03, eta: 4:09:45, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9042, loss_cls: 1.0587, loss: 1.0587 2020-07-01 07:57:25,015 - mmaction - INFO - Epoch [71][300/835] lr: 1.125e-03, eta: 4:09:33, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8625, loss_cls: 1.2703, loss: 1.2703 2020-07-01 07:57:36,813 - mmaction - INFO - Epoch [71][320/835] lr: 1.125e-03, eta: 4:09:21, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8667, loss_cls: 1.1699, loss: 1.1699 2020-07-01 07:57:48,747 - mmaction - INFO - Epoch [71][340/835] lr: 1.125e-03, eta: 4:09:09, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8667, loss_cls: 1.1495, loss: 1.1495 2020-07-01 07:58:00,708 - mmaction - INFO - Epoch [71][360/835] lr: 1.125e-03, eta: 4:08:56, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2392, loss: 1.2392 2020-07-01 07:58:12,619 - mmaction - INFO - Epoch [71][380/835] lr: 1.125e-03, eta: 4:08:44, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8708, loss_cls: 1.1420, loss: 1.1420 2020-07-01 07:58:24,553 - mmaction - INFO - Epoch [71][400/835] lr: 1.125e-03, eta: 4:08:32, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8833, loss_cls: 1.1398, loss: 1.1398 2020-07-01 07:58:36,487 - mmaction - INFO - Epoch [71][420/835] lr: 1.125e-03, eta: 4:08:20, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.1559, loss: 1.1559 2020-07-01 07:58:48,436 - mmaction - INFO - Epoch [71][440/835] lr: 1.125e-03, eta: 4:08:08, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8708, loss_cls: 1.1140, loss: 1.1140 2020-07-01 07:59:00,324 - mmaction - INFO - Epoch [71][460/835] lr: 1.125e-03, eta: 4:07:56, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0630, loss: 1.0630 2020-07-01 07:59:12,293 - mmaction - INFO - Epoch [71][480/835] lr: 1.125e-03, eta: 4:07:43, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.1408, loss: 1.1408 2020-07-01 07:59:24,388 - mmaction - INFO - Epoch [71][500/835] lr: 1.125e-03, eta: 4:07:31, time: 0.604, data_time: 0.009, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.0762, loss: 1.0762 2020-07-01 07:59:36,302 - mmaction - INFO - Epoch [71][520/835] lr: 1.125e-03, eta: 4:07:19, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1422, loss: 1.1422 2020-07-01 07:59:48,230 - mmaction - INFO - Epoch [71][540/835] lr: 1.125e-03, eta: 4:07:07, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.1677, loss: 1.1677 2020-07-01 08:00:00,213 - mmaction - INFO - Epoch [71][560/835] lr: 1.125e-03, eta: 4:06:55, time: 0.599, data_time: 0.007, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.1874, loss: 1.1874 2020-07-01 08:00:12,787 - mmaction - INFO - Epoch [71][580/835] lr: 1.125e-03, eta: 4:06:43, time: 0.630, data_time: 0.011, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1217, loss: 1.1217 2020-07-01 08:00:24,723 - mmaction - INFO - Epoch [71][600/835] lr: 1.125e-03, eta: 4:06:31, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.1735, loss: 1.1735 2020-07-01 08:00:36,679 - mmaction - INFO - Epoch [71][620/835] lr: 1.125e-03, eta: 4:06:19, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0351, loss: 1.0351 2020-07-01 08:00:48,550 - mmaction - INFO - Epoch [71][640/835] lr: 1.125e-03, eta: 4:06:06, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.0649, loss: 1.0649 2020-07-01 08:01:00,432 - mmaction - INFO - Epoch [71][660/835] lr: 1.125e-03, eta: 4:05:54, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.1288, loss: 1.1288 2020-07-01 08:01:12,324 - mmaction - INFO - Epoch [71][680/835] lr: 1.125e-03, eta: 4:05:42, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.2826, loss: 1.2826 2020-07-01 08:01:24,288 - mmaction - INFO - Epoch [71][700/835] lr: 1.125e-03, eta: 4:05:30, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9208, loss_cls: 0.9122, loss: 0.9122 2020-07-01 08:01:36,149 - mmaction - INFO - Epoch [71][720/835] lr: 1.125e-03, eta: 4:05:18, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.1867, loss: 1.1867 2020-07-01 08:01:48,184 - mmaction - INFO - Epoch [71][740/835] lr: 1.125e-03, eta: 4:05:06, time: 0.601, data_time: 0.011, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8583, loss_cls: 1.3190, loss: 1.3190 2020-07-01 08:02:00,266 - mmaction - INFO - Epoch [71][760/835] lr: 1.125e-03, eta: 4:04:53, time: 0.606, data_time: 0.015, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8542, loss_cls: 1.3209, loss: 1.3209 2020-07-01 08:02:12,253 - mmaction - INFO - Epoch [71][780/835] lr: 1.125e-03, eta: 4:04:41, time: 0.598, data_time: 0.005, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1164, loss: 1.1164 2020-07-01 08:02:24,247 - mmaction - INFO - Epoch [71][800/835] lr: 1.125e-03, eta: 4:04:29, time: 0.600, data_time: 0.008, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1391, loss: 1.1391 2020-07-01 08:02:36,203 - mmaction - INFO - Epoch [71][820/835] lr: 1.125e-03, eta: 4:04:17, time: 0.599, data_time: 0.005, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1250, loss: 1.1250 2020-07-01 08:03:17,847 - mmaction - INFO - Epoch [72][20/835] lr: 1.125e-03, eta: 4:03:59, time: 1.443, data_time: 0.800, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.0522, loss: 1.0522 2020-07-01 08:03:29,780 - mmaction - INFO - Epoch [72][40/835] lr: 1.125e-03, eta: 4:03:47, time: 0.598, data_time: 0.005, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0895, loss: 1.0895 2020-07-01 08:03:41,711 - mmaction - INFO - Epoch [72][60/835] lr: 1.125e-03, eta: 4:03:35, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9292, loss_cls: 0.9009, loss: 0.9009 2020-07-01 08:03:53,640 - mmaction - INFO - Epoch [72][80/835] lr: 1.125e-03, eta: 4:03:22, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0942, loss: 1.0942 2020-07-01 08:04:05,562 - mmaction - INFO - Epoch [72][100/835] lr: 1.125e-03, eta: 4:03:10, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9417, loss_cls: 0.8775, loss: 0.8775 2020-07-01 08:04:17,393 - mmaction - INFO - Epoch [72][120/835] lr: 1.125e-03, eta: 4:02:58, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2267, loss: 1.2267 2020-07-01 08:04:29,269 - mmaction - INFO - Epoch [72][140/835] lr: 1.125e-03, eta: 4:02:46, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0653, loss: 1.0653 2020-07-01 08:04:41,238 - mmaction - INFO - Epoch [72][160/835] lr: 1.125e-03, eta: 4:02:34, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0615, loss: 1.0615 2020-07-01 08:04:53,095 - mmaction - INFO - Epoch [72][180/835] lr: 1.125e-03, eta: 4:02:22, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0125, loss: 1.0125 2020-07-01 08:05:05,052 - mmaction - INFO - Epoch [72][200/835] lr: 1.125e-03, eta: 4:02:09, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.1360, loss: 1.1360 2020-07-01 08:05:16,955 - mmaction - INFO - Epoch [72][220/835] lr: 1.125e-03, eta: 4:01:57, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1054, loss: 1.1054 2020-07-01 08:05:28,897 - mmaction - INFO - Epoch [72][240/835] lr: 1.125e-03, eta: 4:01:45, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.0908, loss: 1.0908 2020-07-01 08:05:40,830 - mmaction - INFO - Epoch [72][260/835] lr: 1.125e-03, eta: 4:01:33, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.8042, top5_acc: 0.9375, loss_cls: 0.8446, loss: 0.8446 2020-07-01 08:05:52,697 - mmaction - INFO - Epoch [72][280/835] lr: 1.125e-03, eta: 4:01:21, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.1558, loss: 1.1558 2020-07-01 08:06:04,679 - mmaction - INFO - Epoch [72][300/835] lr: 1.125e-03, eta: 4:01:09, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2869, loss: 1.2869 2020-07-01 08:06:16,558 - mmaction - INFO - Epoch [72][320/835] lr: 1.125e-03, eta: 4:00:56, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8792, loss_cls: 1.2792, loss: 1.2792 2020-07-01 08:06:28,454 - mmaction - INFO - Epoch [72][340/835] lr: 1.125e-03, eta: 4:00:44, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.0826, loss: 1.0826 2020-07-01 08:06:40,371 - mmaction - INFO - Epoch [72][360/835] lr: 1.125e-03, eta: 4:00:32, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9167, loss_cls: 1.0352, loss: 1.0352 2020-07-01 08:06:52,259 - mmaction - INFO - Epoch [72][380/835] lr: 1.125e-03, eta: 4:00:20, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9042, loss_cls: 1.0895, loss: 1.0895 2020-07-01 08:07:04,182 - mmaction - INFO - Epoch [72][400/835] lr: 1.125e-03, eta: 4:00:08, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0866, loss: 1.0866 2020-07-01 08:07:16,151 - mmaction - INFO - Epoch [72][420/835] lr: 1.125e-03, eta: 3:59:55, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8792, loss_cls: 1.0021, loss: 1.0021 2020-07-01 08:07:28,101 - mmaction - INFO - Epoch [72][440/835] lr: 1.125e-03, eta: 3:59:43, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2425, loss: 1.2425 2020-07-01 08:07:39,986 - mmaction - INFO - Epoch [72][460/835] lr: 1.125e-03, eta: 3:59:31, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8833, loss_cls: 1.1662, loss: 1.1662 2020-07-01 08:07:51,915 - mmaction - INFO - Epoch [72][480/835] lr: 1.125e-03, eta: 3:59:19, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2322, loss: 1.2322 2020-07-01 08:08:03,893 - mmaction - INFO - Epoch [72][500/835] lr: 1.125e-03, eta: 3:59:07, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 0.9992, loss: 0.9992 2020-07-01 08:08:15,853 - mmaction - INFO - Epoch [72][520/835] lr: 1.125e-03, eta: 3:58:55, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0482, loss: 1.0482 2020-07-01 08:08:27,756 - mmaction - INFO - Epoch [72][540/835] lr: 1.125e-03, eta: 3:58:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.2067, loss: 1.2067 2020-07-01 08:08:39,725 - mmaction - INFO - Epoch [72][560/835] lr: 1.125e-03, eta: 3:58:30, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8750, loss_cls: 1.2099, loss: 1.2099 2020-07-01 08:08:51,623 - mmaction - INFO - Epoch [72][580/835] lr: 1.125e-03, eta: 3:58:18, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8542, loss_cls: 1.2902, loss: 1.2902 2020-07-01 08:09:03,531 - mmaction - INFO - Epoch [72][600/835] lr: 1.125e-03, eta: 3:58:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.2049, loss: 1.2049 2020-07-01 08:09:15,504 - mmaction - INFO - Epoch [72][620/835] lr: 1.125e-03, eta: 3:57:54, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2900, loss: 1.2900 2020-07-01 08:09:27,414 - mmaction - INFO - Epoch [72][640/835] lr: 1.125e-03, eta: 3:57:42, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1173, loss: 1.1173 2020-07-01 08:09:39,381 - mmaction - INFO - Epoch [72][660/835] lr: 1.125e-03, eta: 3:57:29, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.2798, loss: 1.2798 2020-07-01 08:09:51,294 - mmaction - INFO - Epoch [72][680/835] lr: 1.125e-03, eta: 3:57:17, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2566, loss: 1.2566 2020-07-01 08:10:03,269 - mmaction - INFO - Epoch [72][700/835] lr: 1.125e-03, eta: 3:57:05, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9975, loss: 0.9975 2020-07-01 08:10:15,220 - mmaction - INFO - Epoch [72][720/835] lr: 1.125e-03, eta: 3:56:53, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9208, loss_cls: 1.0813, loss: 1.0813 2020-07-01 08:10:27,098 - mmaction - INFO - Epoch [72][740/835] lr: 1.125e-03, eta: 3:56:41, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.1129, loss: 1.1129 2020-07-01 08:10:39,054 - mmaction - INFO - Epoch [72][760/835] lr: 1.125e-03, eta: 3:56:29, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1621, loss: 1.1621 2020-07-01 08:10:51,023 - mmaction - INFO - Epoch [72][780/835] lr: 1.125e-03, eta: 3:56:17, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.2509, loss: 1.2509 2020-07-01 08:11:02,937 - mmaction - INFO - Epoch [72][800/835] lr: 1.125e-03, eta: 3:56:04, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8375, loss_cls: 1.2595, loss: 1.2595 2020-07-01 08:11:14,839 - mmaction - INFO - Epoch [72][820/835] lr: 1.125e-03, eta: 3:55:52, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1414, loss: 1.1414 2020-07-01 08:11:47,764 - mmaction - INFO - Epoch [73][20/835] lr: 1.125e-03, eta: 3:55:32, time: 1.167, data_time: 0.529, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1646, loss: 1.1646 2020-07-01 08:11:59,649 - mmaction - INFO - Epoch [73][40/835] lr: 1.125e-03, eta: 3:55:20, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8833, loss_cls: 1.1078, loss: 1.1078 2020-07-01 08:12:11,534 - mmaction - INFO - Epoch [73][60/835] lr: 1.125e-03, eta: 3:55:07, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.2288, loss: 1.2288 2020-07-01 08:12:23,473 - mmaction - INFO - Epoch [73][80/835] lr: 1.125e-03, eta: 3:54:55, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0679, loss: 1.0679 2020-07-01 08:12:35,341 - mmaction - INFO - Epoch [73][100/835] lr: 1.125e-03, eta: 3:54:43, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0724, loss: 1.0724 2020-07-01 08:12:47,260 - mmaction - INFO - Epoch [73][120/835] lr: 1.125e-03, eta: 3:54:31, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1742, loss: 1.1742 2020-07-01 08:12:59,140 - mmaction - INFO - Epoch [73][140/835] lr: 1.125e-03, eta: 3:54:19, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8458, loss_cls: 1.2668, loss: 1.2668 2020-07-01 08:13:10,990 - mmaction - INFO - Epoch [73][160/835] lr: 1.125e-03, eta: 3:54:07, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1697, loss: 1.1697 2020-07-01 08:13:22,856 - mmaction - INFO - Epoch [73][180/835] lr: 1.125e-03, eta: 3:53:54, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2242, loss: 1.2242 2020-07-01 08:13:34,789 - mmaction - INFO - Epoch [73][200/835] lr: 1.125e-03, eta: 3:53:42, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0395, loss: 1.0395 2020-07-01 08:13:46,688 - mmaction - INFO - Epoch [73][220/835] lr: 1.125e-03, eta: 3:53:30, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.1077, loss: 1.1077 2020-07-01 08:13:58,601 - mmaction - INFO - Epoch [73][240/835] lr: 1.125e-03, eta: 3:53:18, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1751, loss: 1.1751 2020-07-01 08:14:10,512 - mmaction - INFO - Epoch [73][260/835] lr: 1.125e-03, eta: 3:53:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8792, loss_cls: 1.1267, loss: 1.1267 2020-07-01 08:14:22,438 - mmaction - INFO - Epoch [73][280/835] lr: 1.125e-03, eta: 3:52:54, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2453, loss: 1.2453 2020-07-01 08:14:34,372 - mmaction - INFO - Epoch [73][300/835] lr: 1.125e-03, eta: 3:52:41, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3451, loss: 1.3451 2020-07-01 08:14:46,345 - mmaction - INFO - Epoch [73][320/835] lr: 1.125e-03, eta: 3:52:29, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8750, loss_cls: 1.1343, loss: 1.1343 2020-07-01 08:14:58,275 - mmaction - INFO - Epoch [73][340/835] lr: 1.125e-03, eta: 3:52:17, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2178, loss: 1.2178 2020-07-01 08:15:10,165 - mmaction - INFO - Epoch [73][360/835] lr: 1.125e-03, eta: 3:52:05, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9333, loss_cls: 0.9925, loss: 0.9925 2020-07-01 08:15:22,093 - mmaction - INFO - Epoch [73][380/835] lr: 1.125e-03, eta: 3:51:53, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8958, loss_cls: 1.0825, loss: 1.0825 2020-07-01 08:15:33,999 - mmaction - INFO - Epoch [73][400/835] lr: 1.125e-03, eta: 3:51:41, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0775, loss: 1.0775 2020-07-01 08:15:45,983 - mmaction - INFO - Epoch [73][420/835] lr: 1.125e-03, eta: 3:51:28, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.3018, loss: 1.3018 2020-07-01 08:15:57,802 - mmaction - INFO - Epoch [73][440/835] lr: 1.125e-03, eta: 3:51:16, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2622, loss: 1.2622 2020-07-01 08:16:09,750 - mmaction - INFO - Epoch [73][460/835] lr: 1.125e-03, eta: 3:51:04, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.7750, top5_acc: 0.8792, loss_cls: 1.0105, loss: 1.0105 2020-07-01 08:16:21,661 - mmaction - INFO - Epoch [73][480/835] lr: 1.125e-03, eta: 3:50:52, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0101, loss: 1.0101 2020-07-01 08:16:33,686 - mmaction - INFO - Epoch [73][500/835] lr: 1.125e-03, eta: 3:50:40, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8833, loss_cls: 1.0274, loss: 1.0274 2020-07-01 08:16:45,628 - mmaction - INFO - Epoch [73][520/835] lr: 1.125e-03, eta: 3:50:28, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.1939, loss: 1.1939 2020-07-01 08:16:57,547 - mmaction - INFO - Epoch [73][540/835] lr: 1.125e-03, eta: 3:50:15, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8458, loss_cls: 1.3340, loss: 1.3340 2020-07-01 08:17:09,413 - mmaction - INFO - Epoch [73][560/835] lr: 1.125e-03, eta: 3:50:03, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8417, loss_cls: 1.3097, loss: 1.3097 2020-07-01 08:17:21,379 - mmaction - INFO - Epoch [73][580/835] lr: 1.125e-03, eta: 3:49:51, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.9000, loss_cls: 1.2649, loss: 1.2649 2020-07-01 08:17:33,356 - mmaction - INFO - Epoch [73][600/835] lr: 1.125e-03, eta: 3:49:39, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.0409, loss: 1.0409 2020-07-01 08:17:45,320 - mmaction - INFO - Epoch [73][620/835] lr: 1.125e-03, eta: 3:49:27, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.2082, loss: 1.2082 2020-07-01 08:17:57,244 - mmaction - INFO - Epoch [73][640/835] lr: 1.125e-03, eta: 3:49:15, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9333, loss_cls: 0.9985, loss: 0.9985 2020-07-01 08:18:09,185 - mmaction - INFO - Epoch [73][660/835] lr: 1.125e-03, eta: 3:49:03, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.1697, loss: 1.1697 2020-07-01 08:18:21,103 - mmaction - INFO - Epoch [73][680/835] lr: 1.125e-03, eta: 3:48:50, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7917, top5_acc: 0.9125, loss_cls: 0.9392, loss: 0.9392 2020-07-01 08:18:33,019 - mmaction - INFO - Epoch [73][700/835] lr: 1.125e-03, eta: 3:48:38, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8583, loss_cls: 1.2117, loss: 1.2117 2020-07-01 08:18:44,960 - mmaction - INFO - Epoch [73][720/835] lr: 1.125e-03, eta: 3:48:26, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.2219, loss: 1.2219 2020-07-01 08:18:56,925 - mmaction - INFO - Epoch [73][740/835] lr: 1.125e-03, eta: 3:48:14, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8833, loss_cls: 1.0081, loss: 1.0081 2020-07-01 08:19:08,808 - mmaction - INFO - Epoch [73][760/835] lr: 1.125e-03, eta: 3:48:02, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9083, loss_cls: 0.9364, loss: 0.9364 2020-07-01 08:19:20,664 - mmaction - INFO - Epoch [73][780/835] lr: 1.125e-03, eta: 3:47:50, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.2159, loss: 1.2159 2020-07-01 08:19:32,578 - mmaction - INFO - Epoch [73][800/835] lr: 1.125e-03, eta: 3:47:37, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0535, loss: 1.0535 2020-07-01 08:19:44,538 - mmaction - INFO - Epoch [73][820/835] lr: 1.125e-03, eta: 3:47:25, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1823, loss: 1.1823 2020-07-01 08:20:18,798 - mmaction - INFO - Epoch [74][20/835] lr: 1.125e-03, eta: 3:47:05, time: 1.223, data_time: 0.625, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1032, loss: 1.1032 2020-07-01 08:20:30,689 - mmaction - INFO - Epoch [74][40/835] lr: 1.125e-03, eta: 3:46:53, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8667, loss_cls: 1.3202, loss: 1.3202 2020-07-01 08:20:42,598 - mmaction - INFO - Epoch [74][60/835] lr: 1.125e-03, eta: 3:46:41, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8875, loss_cls: 1.2650, loss: 1.2650 2020-07-01 08:20:54,514 - mmaction - INFO - Epoch [74][80/835] lr: 1.125e-03, eta: 3:46:29, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9167, loss_cls: 0.9672, loss: 0.9672 2020-07-01 08:21:06,438 - mmaction - INFO - Epoch [74][100/835] lr: 1.125e-03, eta: 3:46:17, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.0514, loss: 1.0514 2020-07-01 08:21:18,337 - mmaction - INFO - Epoch [74][120/835] lr: 1.125e-03, eta: 3:46:04, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8792, loss_cls: 1.1649, loss: 1.1649 2020-07-01 08:21:30,260 - mmaction - INFO - Epoch [74][140/835] lr: 1.125e-03, eta: 3:45:52, time: 0.598, data_time: 0.006, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8458, loss_cls: 1.3447, loss: 1.3447 2020-07-01 08:21:42,202 - mmaction - INFO - Epoch [74][160/835] lr: 1.125e-03, eta: 3:45:40, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8917, loss_cls: 0.9874, loss: 0.9874 2020-07-01 08:21:54,212 - mmaction - INFO - Epoch [74][180/835] lr: 1.125e-03, eta: 3:45:28, time: 0.602, data_time: 0.009, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8875, loss_cls: 1.2081, loss: 1.2081 2020-07-01 08:22:06,176 - mmaction - INFO - Epoch [74][200/835] lr: 1.125e-03, eta: 3:45:16, time: 0.598, data_time: 0.006, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.2193, loss: 1.2193 2020-07-01 08:22:18,301 - mmaction - INFO - Epoch [74][220/835] lr: 1.125e-03, eta: 3:45:04, time: 0.606, data_time: 0.014, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1386, loss: 1.1386 2020-07-01 08:22:30,237 - mmaction - INFO - Epoch [74][240/835] lr: 1.125e-03, eta: 3:44:52, time: 0.597, data_time: 0.006, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.2109, loss: 1.2109 2020-07-01 08:22:42,143 - mmaction - INFO - Epoch [74][260/835] lr: 1.125e-03, eta: 3:44:39, time: 0.595, data_time: 0.005, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1759, loss: 1.1759 2020-07-01 08:22:54,114 - mmaction - INFO - Epoch [74][280/835] lr: 1.125e-03, eta: 3:44:27, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9167, loss_cls: 0.9128, loss: 0.9128 2020-07-01 08:23:06,212 - mmaction - INFO - Epoch [74][300/835] lr: 1.125e-03, eta: 3:44:15, time: 0.604, data_time: 0.012, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2039, loss: 1.2039 2020-07-01 08:23:18,169 - mmaction - INFO - Epoch [74][320/835] lr: 1.125e-03, eta: 3:44:03, time: 0.599, data_time: 0.008, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2901, loss: 1.2901 2020-07-01 08:23:30,238 - mmaction - INFO - Epoch [74][340/835] lr: 1.125e-03, eta: 3:43:51, time: 0.604, data_time: 0.009, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9125, loss_cls: 1.1429, loss: 1.1429 2020-07-01 08:23:42,232 - mmaction - INFO - Epoch [74][360/835] lr: 1.125e-03, eta: 3:43:39, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0321, loss: 1.0321 2020-07-01 08:23:54,138 - mmaction - INFO - Epoch [74][380/835] lr: 1.125e-03, eta: 3:43:27, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1010, loss: 1.1010 2020-07-01 08:24:06,039 - mmaction - INFO - Epoch [74][400/835] lr: 1.125e-03, eta: 3:43:14, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0097, loss: 1.0097 2020-07-01 08:24:18,021 - mmaction - INFO - Epoch [74][420/835] lr: 1.125e-03, eta: 3:43:02, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8500, loss_cls: 1.3071, loss: 1.3071 2020-07-01 08:24:30,033 - mmaction - INFO - Epoch [74][440/835] lr: 1.125e-03, eta: 3:42:50, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.1130, loss: 1.1130 2020-07-01 08:24:41,934 - mmaction - INFO - Epoch [74][460/835] lr: 1.125e-03, eta: 3:42:38, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9792, loss: 0.9792 2020-07-01 08:24:53,853 - mmaction - INFO - Epoch [74][480/835] lr: 1.125e-03, eta: 3:42:26, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1568, loss: 1.1568 2020-07-01 08:25:05,903 - mmaction - INFO - Epoch [74][500/835] lr: 1.125e-03, eta: 3:42:14, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.1958, loss: 1.1958 2020-07-01 08:25:17,864 - mmaction - INFO - Epoch [74][520/835] lr: 1.125e-03, eta: 3:42:02, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.2219, loss: 1.2219 2020-07-01 08:25:29,825 - mmaction - INFO - Epoch [74][540/835] lr: 1.125e-03, eta: 3:41:49, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9042, loss_cls: 0.9032, loss: 0.9032 2020-07-01 08:25:41,765 - mmaction - INFO - Epoch [74][560/835] lr: 1.125e-03, eta: 3:41:37, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1379, loss: 1.1379 2020-07-01 08:25:53,712 - mmaction - INFO - Epoch [74][580/835] lr: 1.125e-03, eta: 3:41:25, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 0.9927, loss: 0.9927 2020-07-01 08:26:05,663 - mmaction - INFO - Epoch [74][600/835] lr: 1.125e-03, eta: 3:41:13, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.2249, loss: 1.2249 2020-07-01 08:26:17,615 - mmaction - INFO - Epoch [74][620/835] lr: 1.125e-03, eta: 3:41:01, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1150, loss: 1.1150 2020-07-01 08:26:29,541 - mmaction - INFO - Epoch [74][640/835] lr: 1.125e-03, eta: 3:40:49, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1597, loss: 1.1597 2020-07-01 08:26:41,493 - mmaction - INFO - Epoch [74][660/835] lr: 1.125e-03, eta: 3:40:36, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0762, loss: 1.0762 2020-07-01 08:26:53,371 - mmaction - INFO - Epoch [74][680/835] lr: 1.125e-03, eta: 3:40:24, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.2452, loss: 1.2452 2020-07-01 08:27:05,305 - mmaction - INFO - Epoch [74][700/835] lr: 1.125e-03, eta: 3:40:12, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8792, loss_cls: 1.1099, loss: 1.1099 2020-07-01 08:27:17,301 - mmaction - INFO - Epoch [74][720/835] lr: 1.125e-03, eta: 3:40:00, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.9083, loss_cls: 1.1688, loss: 1.1688 2020-07-01 08:27:29,302 - mmaction - INFO - Epoch [74][740/835] lr: 1.125e-03, eta: 3:39:48, time: 0.600, data_time: 0.004, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8708, loss_cls: 1.2022, loss: 1.2022 2020-07-01 08:27:41,191 - mmaction - INFO - Epoch [74][760/835] lr: 1.125e-03, eta: 3:39:36, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1333, loss: 1.1333 2020-07-01 08:27:53,113 - mmaction - INFO - Epoch [74][780/835] lr: 1.125e-03, eta: 3:39:24, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8833, loss_cls: 1.1992, loss: 1.1992 2020-07-01 08:28:05,018 - mmaction - INFO - Epoch [74][800/835] lr: 1.125e-03, eta: 3:39:11, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8583, loss_cls: 1.2728, loss: 1.2728 2020-07-01 08:28:16,960 - mmaction - INFO - Epoch [74][820/835] lr: 1.125e-03, eta: 3:38:59, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1607, loss: 1.1607 2020-07-01 08:28:53,109 - mmaction - INFO - Epoch [75][20/835] lr: 1.125e-03, eta: 3:38:40, time: 1.306, data_time: 0.715, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9949, loss: 0.9949 2020-07-01 08:29:05,051 - mmaction - INFO - Epoch [75][40/835] lr: 1.125e-03, eta: 3:38:28, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 1.0906, loss: 1.0906 2020-07-01 08:29:16,960 - mmaction - INFO - Epoch [75][60/835] lr: 1.125e-03, eta: 3:38:16, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.2670, loss: 1.2670 2020-07-01 08:29:28,827 - mmaction - INFO - Epoch [75][80/835] lr: 1.125e-03, eta: 3:38:03, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8917, loss_cls: 0.9614, loss: 0.9614 2020-07-01 08:29:40,714 - mmaction - INFO - Epoch [75][100/835] lr: 1.125e-03, eta: 3:37:51, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8792, loss_cls: 1.1484, loss: 1.1484 2020-07-01 08:29:52,615 - mmaction - INFO - Epoch [75][120/835] lr: 1.125e-03, eta: 3:37:39, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1488, loss: 1.1488 2020-07-01 08:30:04,589 - mmaction - INFO - Epoch [75][140/835] lr: 1.125e-03, eta: 3:37:27, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8750, loss_cls: 1.3034, loss: 1.3034 2020-07-01 08:30:16,537 - mmaction - INFO - Epoch [75][160/835] lr: 1.125e-03, eta: 3:37:15, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1530, loss: 1.1530 2020-07-01 08:30:28,458 - mmaction - INFO - Epoch [75][180/835] lr: 1.125e-03, eta: 3:37:03, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9125, loss_cls: 1.0323, loss: 1.0323 2020-07-01 08:30:40,354 - mmaction - INFO - Epoch [75][200/835] lr: 1.125e-03, eta: 3:36:50, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8750, loss_cls: 1.2947, loss: 1.2947 2020-07-01 08:30:52,315 - mmaction - INFO - Epoch [75][220/835] lr: 1.125e-03, eta: 3:36:38, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 0.9908, loss: 0.9908 2020-07-01 08:31:04,185 - mmaction - INFO - Epoch [75][240/835] lr: 1.125e-03, eta: 3:36:26, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.2617, loss: 1.2617 2020-07-01 08:31:16,198 - mmaction - INFO - Epoch [75][260/835] lr: 1.125e-03, eta: 3:36:14, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9042, loss_cls: 1.1214, loss: 1.1214 2020-07-01 08:31:28,135 - mmaction - INFO - Epoch [75][280/835] lr: 1.125e-03, eta: 3:36:02, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8833, loss_cls: 1.0177, loss: 1.0177 2020-07-01 08:31:40,073 - mmaction - INFO - Epoch [75][300/835] lr: 1.125e-03, eta: 3:35:50, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9292, loss_cls: 1.0623, loss: 1.0623 2020-07-01 08:31:51,955 - mmaction - INFO - Epoch [75][320/835] lr: 1.125e-03, eta: 3:35:37, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2462, loss: 1.2462 2020-07-01 08:32:03,883 - mmaction - INFO - Epoch [75][340/835] lr: 1.125e-03, eta: 3:35:25, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8625, loss_cls: 1.2542, loss: 1.2542 2020-07-01 08:32:15,828 - mmaction - INFO - Epoch [75][360/835] lr: 1.125e-03, eta: 3:35:13, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.1974, loss: 1.1974 2020-07-01 08:32:27,691 - mmaction - INFO - Epoch [75][380/835] lr: 1.125e-03, eta: 3:35:01, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9250, loss_cls: 1.1017, loss: 1.1017 2020-07-01 08:32:39,629 - mmaction - INFO - Epoch [75][400/835] lr: 1.125e-03, eta: 3:34:49, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9375, loss_cls: 0.9545, loss: 0.9545 2020-07-01 08:32:51,546 - mmaction - INFO - Epoch [75][420/835] lr: 1.125e-03, eta: 3:34:37, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8458, loss_cls: 1.2889, loss: 1.2889 2020-07-01 08:33:03,402 - mmaction - INFO - Epoch [75][440/835] lr: 1.125e-03, eta: 3:34:24, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2757, loss: 1.2757 2020-07-01 08:33:15,390 - mmaction - INFO - Epoch [75][460/835] lr: 1.125e-03, eta: 3:34:12, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8625, loss_cls: 1.1667, loss: 1.1667 2020-07-01 08:33:27,310 - mmaction - INFO - Epoch [75][480/835] lr: 1.125e-03, eta: 3:34:00, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1130, loss: 1.1130 2020-07-01 08:33:39,221 - mmaction - INFO - Epoch [75][500/835] lr: 1.125e-03, eta: 3:33:48, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0834, loss: 1.0834 2020-07-01 08:33:51,140 - mmaction - INFO - Epoch [75][520/835] lr: 1.125e-03, eta: 3:33:36, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.3713, loss: 1.3713 2020-07-01 08:34:03,080 - mmaction - INFO - Epoch [75][540/835] lr: 1.125e-03, eta: 3:33:24, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.2298, loss: 1.2298 2020-07-01 08:34:14,970 - mmaction - INFO - Epoch [75][560/835] lr: 1.125e-03, eta: 3:33:12, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.2097, loss: 1.2097 2020-07-01 08:34:26,882 - mmaction - INFO - Epoch [75][580/835] lr: 1.125e-03, eta: 3:32:59, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9042, loss_cls: 1.0500, loss: 1.0500 2020-07-01 08:34:38,778 - mmaction - INFO - Epoch [75][600/835] lr: 1.125e-03, eta: 3:32:47, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 0.9461, loss: 0.9461 2020-07-01 08:34:50,660 - mmaction - INFO - Epoch [75][620/835] lr: 1.125e-03, eta: 3:32:35, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8958, loss_cls: 1.2013, loss: 1.2013 2020-07-01 08:35:02,619 - mmaction - INFO - Epoch [75][640/835] lr: 1.125e-03, eta: 3:32:23, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8958, loss_cls: 1.2173, loss: 1.2173 2020-07-01 08:35:14,440 - mmaction - INFO - Epoch [75][660/835] lr: 1.125e-03, eta: 3:32:11, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9042, loss_cls: 0.9751, loss: 0.9751 2020-07-01 08:35:26,280 - mmaction - INFO - Epoch [75][680/835] lr: 1.125e-03, eta: 3:31:59, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9167, loss_cls: 1.0104, loss: 1.0104 2020-07-01 08:35:38,840 - mmaction - INFO - Epoch [75][700/835] lr: 1.125e-03, eta: 3:31:47, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.1536, loss: 1.1536 2020-07-01 08:35:50,781 - mmaction - INFO - Epoch [75][720/835] lr: 1.125e-03, eta: 3:31:34, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.0759, loss: 1.0759 2020-07-01 08:36:02,665 - mmaction - INFO - Epoch [75][740/835] lr: 1.125e-03, eta: 3:31:22, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1273, loss: 1.1273 2020-07-01 08:36:14,595 - mmaction - INFO - Epoch [75][760/835] lr: 1.125e-03, eta: 3:31:10, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9042, loss_cls: 1.1008, loss: 1.1008 2020-07-01 08:36:26,521 - mmaction - INFO - Epoch [75][780/835] lr: 1.125e-03, eta: 3:30:58, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.2461, loss: 1.2461 2020-07-01 08:36:38,426 - mmaction - INFO - Epoch [75][800/835] lr: 1.125e-03, eta: 3:30:46, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8792, loss_cls: 1.1305, loss: 1.1305 2020-07-01 08:36:50,406 - mmaction - INFO - Epoch [75][820/835] lr: 1.125e-03, eta: 3:30:34, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8708, loss_cls: 1.2281, loss: 1.2281 2020-07-01 08:37:00,041 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-07-01 08:37:34,471 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 08:37:35,404 - mmaction - INFO - top1_acc 0.7059 top5_acc 0.8926 2020-07-01 08:37:35,405 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 08:37:35,482 - mmaction - INFO - mean_acc 0.7058 2020-07-01 08:37:35,490 - mmaction - INFO - Epoch [75][835/835] lr: 1.125e-03, top1_acc: 0.7059, top5_acc: 0.8926, mean_class_accuracy: 0.7058 2020-07-01 08:37:57,101 - mmaction - INFO - Epoch [76][20/835] lr: 1.125e-03, eta: 3:30:13, time: 1.079, data_time: 0.476, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.1537, loss: 1.1537 2020-07-01 08:38:09,054 - mmaction - INFO - Epoch [76][40/835] lr: 1.125e-03, eta: 3:30:01, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0459, loss: 1.0459 2020-07-01 08:38:20,996 - mmaction - INFO - Epoch [76][60/835] lr: 1.125e-03, eta: 3:29:48, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9250, loss_cls: 1.0532, loss: 1.0532 2020-07-01 08:38:32,912 - mmaction - INFO - Epoch [76][80/835] lr: 1.125e-03, eta: 3:29:36, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0741, loss: 1.0741 2020-07-01 08:38:44,821 - mmaction - INFO - Epoch [76][100/835] lr: 1.125e-03, eta: 3:29:24, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.1174, loss: 1.1174 2020-07-01 08:38:56,739 - mmaction - INFO - Epoch [76][120/835] lr: 1.125e-03, eta: 3:29:12, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8583, loss_cls: 1.2272, loss: 1.2272 2020-07-01 08:39:08,651 - mmaction - INFO - Epoch [76][140/835] lr: 1.125e-03, eta: 3:29:00, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1164, loss: 1.1164 2020-07-01 08:39:20,543 - mmaction - INFO - Epoch [76][160/835] lr: 1.125e-03, eta: 3:28:48, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1036, loss: 1.1036 2020-07-01 08:39:32,427 - mmaction - INFO - Epoch [76][180/835] lr: 1.125e-03, eta: 3:28:35, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9083, loss_cls: 1.0300, loss: 1.0300 2020-07-01 08:39:44,309 - mmaction - INFO - Epoch [76][200/835] lr: 1.125e-03, eta: 3:28:23, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9208, loss_cls: 1.0273, loss: 1.0273 2020-07-01 08:39:56,224 - mmaction - INFO - Epoch [76][220/835] lr: 1.125e-03, eta: 3:28:11, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9000, loss_cls: 0.9902, loss: 0.9902 2020-07-01 08:40:08,178 - mmaction - INFO - Epoch [76][240/835] lr: 1.125e-03, eta: 3:27:59, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9458, loss_cls: 0.8624, loss: 0.8624 2020-07-01 08:40:20,069 - mmaction - INFO - Epoch [76][260/835] lr: 1.125e-03, eta: 3:27:47, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0336, loss: 1.0336 2020-07-01 08:40:31,972 - mmaction - INFO - Epoch [76][280/835] lr: 1.125e-03, eta: 3:27:35, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1271, loss: 1.1271 2020-07-01 08:40:43,919 - mmaction - INFO - Epoch [76][300/835] lr: 1.125e-03, eta: 3:27:22, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0747, loss: 1.0747 2020-07-01 08:40:55,849 - mmaction - INFO - Epoch [76][320/835] lr: 1.125e-03, eta: 3:27:10, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8542, loss_cls: 1.2628, loss: 1.2628 2020-07-01 08:41:07,727 - mmaction - INFO - Epoch [76][340/835] lr: 1.125e-03, eta: 3:26:58, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1198, loss: 1.1198 2020-07-01 08:41:19,675 - mmaction - INFO - Epoch [76][360/835] lr: 1.125e-03, eta: 3:26:46, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1658, loss: 1.1658 2020-07-01 08:41:31,603 - mmaction - INFO - Epoch [76][380/835] lr: 1.125e-03, eta: 3:26:34, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8792, loss_cls: 1.1597, loss: 1.1597 2020-07-01 08:41:43,525 - mmaction - INFO - Epoch [76][400/835] lr: 1.125e-03, eta: 3:26:22, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.0560, loss: 1.0560 2020-07-01 08:41:55,426 - mmaction - INFO - Epoch [76][420/835] lr: 1.125e-03, eta: 3:26:10, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9042, loss_cls: 0.9335, loss: 0.9335 2020-07-01 08:42:07,346 - mmaction - INFO - Epoch [76][440/835] lr: 1.125e-03, eta: 3:25:57, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2027, loss: 1.2027 2020-07-01 08:42:19,311 - mmaction - INFO - Epoch [76][460/835] lr: 1.125e-03, eta: 3:25:45, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8542, loss_cls: 1.2728, loss: 1.2728 2020-07-01 08:42:31,242 - mmaction - INFO - Epoch [76][480/835] lr: 1.125e-03, eta: 3:25:33, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.1712, loss: 1.1712 2020-07-01 08:42:43,158 - mmaction - INFO - Epoch [76][500/835] lr: 1.125e-03, eta: 3:25:21, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8958, loss_cls: 1.1964, loss: 1.1964 2020-07-01 08:42:55,116 - mmaction - INFO - Epoch [76][520/835] lr: 1.125e-03, eta: 3:25:09, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8583, loss_cls: 1.2341, loss: 1.2341 2020-07-01 08:43:07,077 - mmaction - INFO - Epoch [76][540/835] lr: 1.125e-03, eta: 3:24:57, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1576, loss: 1.1576 2020-07-01 08:43:19,057 - mmaction - INFO - Epoch [76][560/835] lr: 1.125e-03, eta: 3:24:45, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8750, loss_cls: 1.1867, loss: 1.1867 2020-07-01 08:43:30,940 - mmaction - INFO - Epoch [76][580/835] lr: 1.125e-03, eta: 3:24:32, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0621, loss: 1.0621 2020-07-01 08:43:42,861 - mmaction - INFO - Epoch [76][600/835] lr: 1.125e-03, eta: 3:24:20, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9167, loss_cls: 0.9834, loss: 0.9834 2020-07-01 08:43:54,878 - mmaction - INFO - Epoch [76][620/835] lr: 1.125e-03, eta: 3:24:08, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2875, loss: 1.2875 2020-07-01 08:44:06,775 - mmaction - INFO - Epoch [76][640/835] lr: 1.125e-03, eta: 3:23:56, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1673, loss: 1.1673 2020-07-01 08:44:18,852 - mmaction - INFO - Epoch [76][660/835] lr: 1.125e-03, eta: 3:23:44, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.2148, loss: 1.2148 2020-07-01 08:44:30,836 - mmaction - INFO - Epoch [76][680/835] lr: 1.125e-03, eta: 3:23:32, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9000, loss_cls: 1.0136, loss: 1.0136 2020-07-01 08:44:42,769 - mmaction - INFO - Epoch [76][700/835] lr: 1.125e-03, eta: 3:23:20, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9042, loss_cls: 1.1311, loss: 1.1311 2020-07-01 08:44:54,726 - mmaction - INFO - Epoch [76][720/835] lr: 1.125e-03, eta: 3:23:07, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.2597, loss: 1.2597 2020-07-01 08:45:06,585 - mmaction - INFO - Epoch [76][740/835] lr: 1.125e-03, eta: 3:22:55, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9208, loss_cls: 0.9737, loss: 0.9737 2020-07-01 08:45:18,544 - mmaction - INFO - Epoch [76][760/835] lr: 1.125e-03, eta: 3:22:43, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.1589, loss: 1.1589 2020-07-01 08:45:30,469 - mmaction - INFO - Epoch [76][780/835] lr: 1.125e-03, eta: 3:22:31, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9125, loss_cls: 1.0308, loss: 1.0308 2020-07-01 08:45:42,407 - mmaction - INFO - Epoch [76][800/835] lr: 1.125e-03, eta: 3:22:19, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.2619, loss: 1.2619 2020-07-01 08:45:54,310 - mmaction - INFO - Epoch [76][820/835] lr: 1.125e-03, eta: 3:22:07, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.2784, loss: 1.2784 2020-07-01 08:46:27,946 - mmaction - INFO - Epoch [77][20/835] lr: 1.125e-03, eta: 3:21:46, time: 1.203, data_time: 0.586, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.0912, loss: 1.0912 2020-07-01 08:46:39,886 - mmaction - INFO - Epoch [77][40/835] lr: 1.125e-03, eta: 3:21:34, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9167, loss_cls: 1.1899, loss: 1.1899 2020-07-01 08:46:51,776 - mmaction - INFO - Epoch [77][60/835] lr: 1.125e-03, eta: 3:21:22, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8875, loss_cls: 1.1011, loss: 1.1011 2020-07-01 08:47:03,716 - mmaction - INFO - Epoch [77][80/835] lr: 1.125e-03, eta: 3:21:10, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9000, loss_cls: 1.1624, loss: 1.1624 2020-07-01 08:47:15,646 - mmaction - INFO - Epoch [77][100/835] lr: 1.125e-03, eta: 3:20:58, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9979, loss: 0.9979 2020-07-01 08:47:27,590 - mmaction - INFO - Epoch [77][120/835] lr: 1.125e-03, eta: 3:20:46, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9042, loss_cls: 0.9553, loss: 0.9553 2020-07-01 08:47:39,542 - mmaction - INFO - Epoch [77][140/835] lr: 1.125e-03, eta: 3:20:34, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 0.9894, loss: 0.9894 2020-07-01 08:47:51,471 - mmaction - INFO - Epoch [77][160/835] lr: 1.125e-03, eta: 3:20:21, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.9042, loss_cls: 1.1799, loss: 1.1799 2020-07-01 08:48:03,449 - mmaction - INFO - Epoch [77][180/835] lr: 1.125e-03, eta: 3:20:09, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8792, loss_cls: 1.2934, loss: 1.2934 2020-07-01 08:48:15,449 - mmaction - INFO - Epoch [77][200/835] lr: 1.125e-03, eta: 3:19:57, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.2600, loss: 1.2600 2020-07-01 08:48:27,404 - mmaction - INFO - Epoch [77][220/835] lr: 1.125e-03, eta: 3:19:45, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 1.0259, loss: 1.0259 2020-07-01 08:48:39,336 - mmaction - INFO - Epoch [77][240/835] lr: 1.125e-03, eta: 3:19:33, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9292, loss_cls: 0.9804, loss: 0.9804 2020-07-01 08:48:51,269 - mmaction - INFO - Epoch [77][260/835] lr: 1.125e-03, eta: 3:19:21, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9042, loss_cls: 0.9094, loss: 0.9094 2020-07-01 08:49:03,210 - mmaction - INFO - Epoch [77][280/835] lr: 1.125e-03, eta: 3:19:09, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.2117, loss: 1.2117 2020-07-01 08:49:15,135 - mmaction - INFO - Epoch [77][300/835] lr: 1.125e-03, eta: 3:18:56, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8458, loss_cls: 1.1507, loss: 1.1507 2020-07-01 08:49:27,039 - mmaction - INFO - Epoch [77][320/835] lr: 1.125e-03, eta: 3:18:44, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.0970, loss: 1.0970 2020-07-01 08:49:38,954 - mmaction - INFO - Epoch [77][340/835] lr: 1.125e-03, eta: 3:18:32, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9268, loss: 0.9268 2020-07-01 08:49:50,890 - mmaction - INFO - Epoch [77][360/835] lr: 1.125e-03, eta: 3:18:20, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8542, loss_cls: 1.2407, loss: 1.2407 2020-07-01 08:50:02,805 - mmaction - INFO - Epoch [77][380/835] lr: 1.125e-03, eta: 3:18:08, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.1284, loss: 1.1284 2020-07-01 08:50:14,697 - mmaction - INFO - Epoch [77][400/835] lr: 1.125e-03, eta: 3:17:56, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.0413, loss: 1.0413 2020-07-01 08:50:26,659 - mmaction - INFO - Epoch [77][420/835] lr: 1.125e-03, eta: 3:17:44, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0403, loss: 1.0403 2020-07-01 08:50:38,606 - mmaction - INFO - Epoch [77][440/835] lr: 1.125e-03, eta: 3:17:31, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.1633, loss: 1.1633 2020-07-01 08:50:50,566 - mmaction - INFO - Epoch [77][460/835] lr: 1.125e-03, eta: 3:17:19, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.0599, loss: 1.0599 2020-07-01 08:51:02,514 - mmaction - INFO - Epoch [77][480/835] lr: 1.125e-03, eta: 3:17:07, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1925, loss: 1.1925 2020-07-01 08:51:14,395 - mmaction - INFO - Epoch [77][500/835] lr: 1.125e-03, eta: 3:16:55, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8792, loss_cls: 1.0705, loss: 1.0705 2020-07-01 08:51:26,251 - mmaction - INFO - Epoch [77][520/835] lr: 1.125e-03, eta: 3:16:43, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8792, loss_cls: 1.3195, loss: 1.3195 2020-07-01 08:51:38,134 - mmaction - INFO - Epoch [77][540/835] lr: 1.125e-03, eta: 3:16:31, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.1213, loss: 1.1213 2020-07-01 08:51:50,071 - mmaction - INFO - Epoch [77][560/835] lr: 1.125e-03, eta: 3:16:19, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0610, loss: 1.0610 2020-07-01 08:52:01,991 - mmaction - INFO - Epoch [77][580/835] lr: 1.125e-03, eta: 3:16:06, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 1.0396, loss: 1.0396 2020-07-01 08:52:13,938 - mmaction - INFO - Epoch [77][600/835] lr: 1.125e-03, eta: 3:15:54, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1253, loss: 1.1253 2020-07-01 08:52:25,828 - mmaction - INFO - Epoch [77][620/835] lr: 1.125e-03, eta: 3:15:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.1768, loss: 1.1768 2020-07-01 08:52:37,770 - mmaction - INFO - Epoch [77][640/835] lr: 1.125e-03, eta: 3:15:30, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0530, loss: 1.0530 2020-07-01 08:52:49,705 - mmaction - INFO - Epoch [77][660/835] lr: 1.125e-03, eta: 3:15:18, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7958, top5_acc: 0.9000, loss_cls: 0.9895, loss: 0.9895 2020-07-01 08:53:01,670 - mmaction - INFO - Epoch [77][680/835] lr: 1.125e-03, eta: 3:15:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1090, loss: 1.1090 2020-07-01 08:53:13,568 - mmaction - INFO - Epoch [77][700/835] lr: 1.125e-03, eta: 3:14:54, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2065, loss: 1.2065 2020-07-01 08:53:25,469 - mmaction - INFO - Epoch [77][720/835] lr: 1.125e-03, eta: 3:14:41, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.0930, loss: 1.0930 2020-07-01 08:53:37,436 - mmaction - INFO - Epoch [77][740/835] lr: 1.125e-03, eta: 3:14:29, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8833, loss_cls: 1.1414, loss: 1.1414 2020-07-01 08:53:49,331 - mmaction - INFO - Epoch [77][760/835] lr: 1.125e-03, eta: 3:14:17, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8583, loss_cls: 1.3326, loss: 1.3326 2020-07-01 08:54:01,279 - mmaction - INFO - Epoch [77][780/835] lr: 1.125e-03, eta: 3:14:05, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8667, loss_cls: 1.3096, loss: 1.3096 2020-07-01 08:54:13,240 - mmaction - INFO - Epoch [77][800/835] lr: 1.125e-03, eta: 3:13:53, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.2515, loss: 1.2515 2020-07-01 08:54:25,162 - mmaction - INFO - Epoch [77][820/835] lr: 1.125e-03, eta: 3:13:41, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1631, loss: 1.1631 2020-07-01 08:54:58,522 - mmaction - INFO - Epoch [78][20/835] lr: 1.125e-03, eta: 3:13:20, time: 1.173, data_time: 0.565, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8708, loss_cls: 1.1707, loss: 1.1707 2020-07-01 08:55:10,439 - mmaction - INFO - Epoch [78][40/835] lr: 1.125e-03, eta: 3:13:08, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9167, loss_cls: 0.9144, loss: 0.9144 2020-07-01 08:55:22,338 - mmaction - INFO - Epoch [78][60/835] lr: 1.125e-03, eta: 3:12:56, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0451, loss: 1.0451 2020-07-01 08:55:34,186 - mmaction - INFO - Epoch [78][80/835] lr: 1.125e-03, eta: 3:12:44, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.1365, loss: 1.1365 2020-07-01 08:55:46,082 - mmaction - INFO - Epoch [78][100/835] lr: 1.125e-03, eta: 3:12:32, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8792, loss_cls: 1.0806, loss: 1.0806 2020-07-01 08:55:57,993 - mmaction - INFO - Epoch [78][120/835] lr: 1.125e-03, eta: 3:12:19, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9083, loss_cls: 1.0375, loss: 1.0375 2020-07-01 08:56:09,895 - mmaction - INFO - Epoch [78][140/835] lr: 1.125e-03, eta: 3:12:07, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8792, loss_cls: 1.1352, loss: 1.1352 2020-07-01 08:56:21,773 - mmaction - INFO - Epoch [78][160/835] lr: 1.125e-03, eta: 3:11:55, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 1.0286, loss: 1.0286 2020-07-01 08:56:33,682 - mmaction - INFO - Epoch [78][180/835] lr: 1.125e-03, eta: 3:11:43, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9292, loss_cls: 0.8836, loss: 0.8836 2020-07-01 08:56:45,639 - mmaction - INFO - Epoch [78][200/835] lr: 1.125e-03, eta: 3:11:31, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8875, loss_cls: 1.1489, loss: 1.1489 2020-07-01 08:56:57,541 - mmaction - INFO - Epoch [78][220/835] lr: 1.125e-03, eta: 3:11:19, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.0436, loss: 1.0436 2020-07-01 08:57:09,458 - mmaction - INFO - Epoch [78][240/835] lr: 1.125e-03, eta: 3:11:07, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.3483, loss: 1.3483 2020-07-01 08:57:21,436 - mmaction - INFO - Epoch [78][260/835] lr: 1.125e-03, eta: 3:10:54, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.1299, loss: 1.1299 2020-07-01 08:57:33,329 - mmaction - INFO - Epoch [78][280/835] lr: 1.125e-03, eta: 3:10:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8792, loss_cls: 1.2191, loss: 1.2191 2020-07-01 08:57:45,246 - mmaction - INFO - Epoch [78][300/835] lr: 1.125e-03, eta: 3:10:30, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9167, loss_cls: 1.0134, loss: 1.0134 2020-07-01 08:57:57,185 - mmaction - INFO - Epoch [78][320/835] lr: 1.125e-03, eta: 3:10:18, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.2223, loss: 1.2223 2020-07-01 08:58:09,147 - mmaction - INFO - Epoch [78][340/835] lr: 1.125e-03, eta: 3:10:06, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.1558, loss: 1.1558 2020-07-01 08:58:21,043 - mmaction - INFO - Epoch [78][360/835] lr: 1.125e-03, eta: 3:09:54, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6583, top5_acc: 0.8542, loss_cls: 1.4553, loss: 1.4553 2020-07-01 08:58:32,972 - mmaction - INFO - Epoch [78][380/835] lr: 1.125e-03, eta: 3:09:42, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.2030, loss: 1.2030 2020-07-01 08:58:44,964 - mmaction - INFO - Epoch [78][400/835] lr: 1.125e-03, eta: 3:09:29, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.1875, loss: 1.1875 2020-07-01 08:58:56,948 - mmaction - INFO - Epoch [78][420/835] lr: 1.125e-03, eta: 3:09:17, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1945, loss: 1.1945 2020-07-01 08:59:08,857 - mmaction - INFO - Epoch [78][440/835] lr: 1.125e-03, eta: 3:09:05, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8875, loss_cls: 1.0522, loss: 1.0522 2020-07-01 08:59:20,781 - mmaction - INFO - Epoch [78][460/835] lr: 1.125e-03, eta: 3:08:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0145, loss: 1.0145 2020-07-01 08:59:32,671 - mmaction - INFO - Epoch [78][480/835] lr: 1.125e-03, eta: 3:08:41, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8375, loss_cls: 1.3312, loss: 1.3312 2020-07-01 08:59:44,648 - mmaction - INFO - Epoch [78][500/835] lr: 1.125e-03, eta: 3:08:29, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.1413, loss: 1.1413 2020-07-01 08:59:56,571 - mmaction - INFO - Epoch [78][520/835] lr: 1.125e-03, eta: 3:08:17, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.1807, loss: 1.1807 2020-07-01 09:00:09,199 - mmaction - INFO - Epoch [78][540/835] lr: 1.125e-03, eta: 3:08:05, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8667, loss_cls: 1.2280, loss: 1.2280 2020-07-01 09:00:21,110 - mmaction - INFO - Epoch [78][560/835] lr: 1.125e-03, eta: 3:07:53, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0421, loss: 1.0421 2020-07-01 09:00:33,030 - mmaction - INFO - Epoch [78][580/835] lr: 1.125e-03, eta: 3:07:40, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8625, loss_cls: 1.2303, loss: 1.2303 2020-07-01 09:00:44,946 - mmaction - INFO - Epoch [78][600/835] lr: 1.125e-03, eta: 3:07:28, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.1855, loss: 1.1855 2020-07-01 09:00:56,856 - mmaction - INFO - Epoch [78][620/835] lr: 1.125e-03, eta: 3:07:16, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7708, top5_acc: 0.8917, loss_cls: 1.0288, loss: 1.0288 2020-07-01 09:01:08,780 - mmaction - INFO - Epoch [78][640/835] lr: 1.125e-03, eta: 3:07:04, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 1.0328, loss: 1.0328 2020-07-01 09:01:20,643 - mmaction - INFO - Epoch [78][660/835] lr: 1.125e-03, eta: 3:06:52, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.2104, loss: 1.2104 2020-07-01 09:01:32,575 - mmaction - INFO - Epoch [78][680/835] lr: 1.125e-03, eta: 3:06:40, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.6833, top5_acc: 0.9042, loss_cls: 1.1833, loss: 1.1833 2020-07-01 09:01:44,602 - mmaction - INFO - Epoch [78][700/835] lr: 1.125e-03, eta: 3:06:28, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9000, loss_cls: 1.0554, loss: 1.0554 2020-07-01 09:01:56,494 - mmaction - INFO - Epoch [78][720/835] lr: 1.125e-03, eta: 3:06:15, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1628, loss: 1.1628 2020-07-01 09:02:08,401 - mmaction - INFO - Epoch [78][740/835] lr: 1.125e-03, eta: 3:06:03, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8625, loss_cls: 1.3437, loss: 1.3437 2020-07-01 09:02:20,288 - mmaction - INFO - Epoch [78][760/835] lr: 1.125e-03, eta: 3:05:51, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8583, loss_cls: 1.3660, loss: 1.3660 2020-07-01 09:02:32,197 - mmaction - INFO - Epoch [78][780/835] lr: 1.125e-03, eta: 3:05:39, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8750, loss_cls: 1.2084, loss: 1.2084 2020-07-01 09:02:44,141 - mmaction - INFO - Epoch [78][800/835] lr: 1.125e-03, eta: 3:05:27, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.2045, loss: 1.2045 2020-07-01 09:02:56,022 - mmaction - INFO - Epoch [78][820/835] lr: 1.125e-03, eta: 3:05:15, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.9167, loss_cls: 1.0659, loss: 1.0659 2020-07-01 09:03:36,919 - mmaction - INFO - Epoch [79][20/835] lr: 1.125e-03, eta: 3:04:55, time: 1.392, data_time: 0.774, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2280, loss: 1.2280 2020-07-01 09:03:48,821 - mmaction - INFO - Epoch [79][40/835] lr: 1.125e-03, eta: 3:04:43, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.1043, loss: 1.1043 2020-07-01 09:04:00,692 - mmaction - INFO - Epoch [79][60/835] lr: 1.125e-03, eta: 3:04:31, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1193, loss: 1.1193 2020-07-01 09:04:12,634 - mmaction - INFO - Epoch [79][80/835] lr: 1.125e-03, eta: 3:04:19, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.1134, loss: 1.1134 2020-07-01 09:04:24,572 - mmaction - INFO - Epoch [79][100/835] lr: 1.125e-03, eta: 3:04:07, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.1794, loss: 1.1794 2020-07-01 09:04:36,501 - mmaction - INFO - Epoch [79][120/835] lr: 1.125e-03, eta: 3:03:55, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8708, loss_cls: 1.1946, loss: 1.1946 2020-07-01 09:04:48,401 - mmaction - INFO - Epoch [79][140/835] lr: 1.125e-03, eta: 3:03:43, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8917, loss_cls: 1.2044, loss: 1.2044 2020-07-01 09:05:00,307 - mmaction - INFO - Epoch [79][160/835] lr: 1.125e-03, eta: 3:03:30, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9417, loss_cls: 0.8656, loss: 0.8656 2020-07-01 09:05:12,207 - mmaction - INFO - Epoch [79][180/835] lr: 1.125e-03, eta: 3:03:18, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1046, loss: 1.1046 2020-07-01 09:05:24,113 - mmaction - INFO - Epoch [79][200/835] lr: 1.125e-03, eta: 3:03:06, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.2250, loss: 1.2250 2020-07-01 09:05:36,045 - mmaction - INFO - Epoch [79][220/835] lr: 1.125e-03, eta: 3:02:54, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.2419, loss: 1.2419 2020-07-01 09:05:47,975 - mmaction - INFO - Epoch [79][240/835] lr: 1.125e-03, eta: 3:02:42, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0681, loss: 1.0681 2020-07-01 09:06:00,078 - mmaction - INFO - Epoch [79][260/835] lr: 1.125e-03, eta: 3:02:30, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.2061, loss: 1.2061 2020-07-01 09:06:11,969 - mmaction - INFO - Epoch [79][280/835] lr: 1.125e-03, eta: 3:02:18, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0853, loss: 1.0853 2020-07-01 09:06:23,932 - mmaction - INFO - Epoch [79][300/835] lr: 1.125e-03, eta: 3:02:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8833, loss_cls: 1.1282, loss: 1.1282 2020-07-01 09:06:35,804 - mmaction - INFO - Epoch [79][320/835] lr: 1.125e-03, eta: 3:01:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1801, loss: 1.1801 2020-07-01 09:06:47,768 - mmaction - INFO - Epoch [79][340/835] lr: 1.125e-03, eta: 3:01:41, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0413, loss: 1.0413 2020-07-01 09:06:59,681 - mmaction - INFO - Epoch [79][360/835] lr: 1.125e-03, eta: 3:01:29, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.2069, loss: 1.2069 2020-07-01 09:07:11,607 - mmaction - INFO - Epoch [79][380/835] lr: 1.125e-03, eta: 3:01:17, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0608, loss: 1.0608 2020-07-01 09:07:23,510 - mmaction - INFO - Epoch [79][400/835] lr: 1.125e-03, eta: 3:01:05, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.1457, loss: 1.1457 2020-07-01 09:07:35,519 - mmaction - INFO - Epoch [79][420/835] lr: 1.125e-03, eta: 3:00:53, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1031, loss: 1.1031 2020-07-01 09:07:47,441 - mmaction - INFO - Epoch [79][440/835] lr: 1.125e-03, eta: 3:00:41, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7708, top5_acc: 0.8958, loss_cls: 1.0395, loss: 1.0395 2020-07-01 09:07:59,378 - mmaction - INFO - Epoch [79][460/835] lr: 1.125e-03, eta: 3:00:28, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.3426, loss: 1.3426 2020-07-01 09:08:11,314 - mmaction - INFO - Epoch [79][480/835] lr: 1.125e-03, eta: 3:00:16, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.1349, loss: 1.1349 2020-07-01 09:08:23,232 - mmaction - INFO - Epoch [79][500/835] lr: 1.125e-03, eta: 3:00:04, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1368, loss: 1.1368 2020-07-01 09:08:35,172 - mmaction - INFO - Epoch [79][520/835] lr: 1.125e-03, eta: 2:59:52, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1685, loss: 1.1685 2020-07-01 09:08:47,121 - mmaction - INFO - Epoch [79][540/835] lr: 1.125e-03, eta: 2:59:40, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.1051, loss: 1.1051 2020-07-01 09:08:59,030 - mmaction - INFO - Epoch [79][560/835] lr: 1.125e-03, eta: 2:59:28, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8917, loss_cls: 1.0157, loss: 1.0157 2020-07-01 09:09:10,941 - mmaction - INFO - Epoch [79][580/835] lr: 1.125e-03, eta: 2:59:16, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1974, loss: 1.1974 2020-07-01 09:09:22,878 - mmaction - INFO - Epoch [79][600/835] lr: 1.125e-03, eta: 2:59:03, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9083, loss_cls: 1.1730, loss: 1.1730 2020-07-01 09:09:34,759 - mmaction - INFO - Epoch [79][620/835] lr: 1.125e-03, eta: 2:58:51, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0205, loss: 1.0205 2020-07-01 09:09:46,657 - mmaction - INFO - Epoch [79][640/835] lr: 1.125e-03, eta: 2:58:39, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1322, loss: 1.1322 2020-07-01 09:09:58,588 - mmaction - INFO - Epoch [79][660/835] lr: 1.125e-03, eta: 2:58:27, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9208, loss_cls: 0.9205, loss: 0.9205 2020-07-01 09:10:10,542 - mmaction - INFO - Epoch [79][680/835] lr: 1.125e-03, eta: 2:58:15, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.1218, loss: 1.1218 2020-07-01 09:10:22,519 - mmaction - INFO - Epoch [79][700/835] lr: 1.125e-03, eta: 2:58:03, time: 0.600, data_time: 0.007, memory: 8344, top1_acc: 0.7750, top5_acc: 0.8958, loss_cls: 1.0406, loss: 1.0406 2020-07-01 09:10:34,386 - mmaction - INFO - Epoch [79][720/835] lr: 1.125e-03, eta: 2:57:51, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8750, loss_cls: 1.3823, loss: 1.3823 2020-07-01 09:10:46,306 - mmaction - INFO - Epoch [79][740/835] lr: 1.125e-03, eta: 2:57:38, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.1241, loss: 1.1241 2020-07-01 09:10:58,213 - mmaction - INFO - Epoch [79][760/835] lr: 1.125e-03, eta: 2:57:26, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.2434, loss: 1.2434 2020-07-01 09:11:10,177 - mmaction - INFO - Epoch [79][780/835] lr: 1.125e-03, eta: 2:57:14, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9000, loss_cls: 0.9939, loss: 0.9939 2020-07-01 09:11:22,105 - mmaction - INFO - Epoch [79][800/835] lr: 1.125e-03, eta: 2:57:02, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.1000, loss: 1.1000 2020-07-01 09:11:34,053 - mmaction - INFO - Epoch [79][820/835] lr: 1.125e-03, eta: 2:56:50, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9250, loss_cls: 0.9922, loss: 0.9922 2020-07-01 09:12:09,432 - mmaction - INFO - Epoch [80][20/835] lr: 1.125e-03, eta: 2:56:30, time: 1.296, data_time: 0.706, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8417, loss_cls: 1.3272, loss: 1.3272 2020-07-01 09:12:21,268 - mmaction - INFO - Epoch [80][40/835] lr: 1.125e-03, eta: 2:56:18, time: 0.593, data_time: 0.005, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8792, loss_cls: 1.0872, loss: 1.0872 2020-07-01 09:12:33,173 - mmaction - INFO - Epoch [80][60/835] lr: 1.125e-03, eta: 2:56:06, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0849, loss: 1.0849 2020-07-01 09:12:45,105 - mmaction - INFO - Epoch [80][80/835] lr: 1.125e-03, eta: 2:55:54, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8833, loss_cls: 1.1844, loss: 1.1844 2020-07-01 09:12:57,011 - mmaction - INFO - Epoch [80][100/835] lr: 1.125e-03, eta: 2:55:41, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9083, loss_cls: 0.9849, loss: 0.9849 2020-07-01 09:13:08,959 - mmaction - INFO - Epoch [80][120/835] lr: 1.125e-03, eta: 2:55:29, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7875, top5_acc: 0.9083, loss_cls: 0.9954, loss: 0.9954 2020-07-01 09:13:20,843 - mmaction - INFO - Epoch [80][140/835] lr: 1.125e-03, eta: 2:55:17, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9000, loss_cls: 0.9722, loss: 0.9722 2020-07-01 09:13:32,831 - mmaction - INFO - Epoch [80][160/835] lr: 1.125e-03, eta: 2:55:05, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9292, loss_cls: 0.9677, loss: 0.9677 2020-07-01 09:13:44,785 - mmaction - INFO - Epoch [80][180/835] lr: 1.125e-03, eta: 2:54:53, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.1696, loss: 1.1696 2020-07-01 09:13:56,734 - mmaction - INFO - Epoch [80][200/835] lr: 1.125e-03, eta: 2:54:41, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.1714, loss: 1.1714 2020-07-01 09:14:08,690 - mmaction - INFO - Epoch [80][220/835] lr: 1.125e-03, eta: 2:54:29, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0969, loss: 1.0969 2020-07-01 09:14:20,604 - mmaction - INFO - Epoch [80][240/835] lr: 1.125e-03, eta: 2:54:17, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 0.9768, loss: 0.9768 2020-07-01 09:14:32,505 - mmaction - INFO - Epoch [80][260/835] lr: 1.125e-03, eta: 2:54:04, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8625, loss_cls: 1.2107, loss: 1.2107 2020-07-01 09:14:44,436 - mmaction - INFO - Epoch [80][280/835] lr: 1.125e-03, eta: 2:53:52, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9845, loss: 0.9845 2020-07-01 09:14:56,422 - mmaction - INFO - Epoch [80][300/835] lr: 1.125e-03, eta: 2:53:40, time: 0.601, data_time: 0.004, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 1.0544, loss: 1.0544 2020-07-01 09:15:08,348 - mmaction - INFO - Epoch [80][320/835] lr: 1.125e-03, eta: 2:53:28, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8583, loss_cls: 1.3289, loss: 1.3289 2020-07-01 09:15:20,286 - mmaction - INFO - Epoch [80][340/835] lr: 1.125e-03, eta: 2:53:16, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.2069, loss: 1.2069 2020-07-01 09:15:32,238 - mmaction - INFO - Epoch [80][360/835] lr: 1.125e-03, eta: 2:53:04, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9083, loss_cls: 0.9828, loss: 0.9828 2020-07-01 09:15:44,152 - mmaction - INFO - Epoch [80][380/835] lr: 1.125e-03, eta: 2:52:52, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8958, loss_cls: 1.0140, loss: 1.0140 2020-07-01 09:15:56,174 - mmaction - INFO - Epoch [80][400/835] lr: 1.125e-03, eta: 2:52:39, time: 0.600, data_time: 0.004, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.1838, loss: 1.1838 2020-07-01 09:16:08,075 - mmaction - INFO - Epoch [80][420/835] lr: 1.125e-03, eta: 2:52:27, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8792, loss_cls: 1.0962, loss: 1.0962 2020-07-01 09:16:19,969 - mmaction - INFO - Epoch [80][440/835] lr: 1.125e-03, eta: 2:52:15, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.8708, loss_cls: 1.0304, loss: 1.0304 2020-07-01 09:16:31,885 - mmaction - INFO - Epoch [80][460/835] lr: 1.125e-03, eta: 2:52:03, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.1893, loss: 1.1893 2020-07-01 09:16:43,832 - mmaction - INFO - Epoch [80][480/835] lr: 1.125e-03, eta: 2:51:51, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8625, loss_cls: 1.1704, loss: 1.1704 2020-07-01 09:16:55,788 - mmaction - INFO - Epoch [80][500/835] lr: 1.125e-03, eta: 2:51:39, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8958, loss_cls: 1.1371, loss: 1.1371 2020-07-01 09:17:07,731 - mmaction - INFO - Epoch [80][520/835] lr: 1.125e-03, eta: 2:51:27, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8958, loss_cls: 0.9892, loss: 0.9892 2020-07-01 09:17:19,624 - mmaction - INFO - Epoch [80][540/835] lr: 1.125e-03, eta: 2:51:15, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.2408, loss: 1.2408 2020-07-01 09:17:31,539 - mmaction - INFO - Epoch [80][560/835] lr: 1.125e-03, eta: 2:51:02, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8292, loss_cls: 1.4662, loss: 1.4662 2020-07-01 09:17:43,506 - mmaction - INFO - Epoch [80][580/835] lr: 1.125e-03, eta: 2:50:50, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.8208, top5_acc: 0.9125, loss_cls: 0.8872, loss: 0.8872 2020-07-01 09:17:55,398 - mmaction - INFO - Epoch [80][600/835] lr: 1.125e-03, eta: 2:50:38, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0620, loss: 1.0620 2020-07-01 09:18:07,339 - mmaction - INFO - Epoch [80][620/835] lr: 1.125e-03, eta: 2:50:26, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8125, loss_cls: 1.4924, loss: 1.4924 2020-07-01 09:18:19,287 - mmaction - INFO - Epoch [80][640/835] lr: 1.125e-03, eta: 2:50:14, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9292, loss_cls: 0.9922, loss: 0.9922 2020-07-01 09:18:31,165 - mmaction - INFO - Epoch [80][660/835] lr: 1.125e-03, eta: 2:50:02, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.1849, loss: 1.1849 2020-07-01 09:18:43,118 - mmaction - INFO - Epoch [80][680/835] lr: 1.125e-03, eta: 2:49:50, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.8875, loss_cls: 0.9929, loss: 0.9929 2020-07-01 09:18:55,018 - mmaction - INFO - Epoch [80][700/835] lr: 1.125e-03, eta: 2:49:37, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 1.0503, loss: 1.0503 2020-07-01 09:19:06,924 - mmaction - INFO - Epoch [80][720/835] lr: 1.125e-03, eta: 2:49:25, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9083, loss_cls: 0.9388, loss: 0.9388 2020-07-01 09:19:18,830 - mmaction - INFO - Epoch [80][740/835] lr: 1.125e-03, eta: 2:49:13, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8667, loss_cls: 1.2422, loss: 1.2422 2020-07-01 09:19:30,730 - mmaction - INFO - Epoch [80][760/835] lr: 1.125e-03, eta: 2:49:01, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9167, loss_cls: 0.9068, loss: 0.9068 2020-07-01 09:19:42,649 - mmaction - INFO - Epoch [80][780/835] lr: 1.125e-03, eta: 2:48:49, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.1345, loss: 1.1345 2020-07-01 09:19:54,606 - mmaction - INFO - Epoch [80][800/835] lr: 1.125e-03, eta: 2:48:37, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8708, loss_cls: 1.0599, loss: 1.0599 2020-07-01 09:20:06,707 - mmaction - INFO - Epoch [80][820/835] lr: 1.125e-03, eta: 2:48:25, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1098, loss: 1.1098 2020-07-01 09:20:17,130 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-01 09:20:52,303 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 09:20:53,235 - mmaction - INFO - top1_acc 0.7072 top5_acc 0.8929 2020-07-01 09:20:53,235 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 09:20:53,293 - mmaction - INFO - mean_acc 0.7071 2020-07-01 09:20:53,300 - mmaction - INFO - Epoch [80][835/835] lr: 1.125e-03, top1_acc: 0.7072, top5_acc: 0.8929, mean_class_accuracy: 0.7071 2020-07-01 09:21:15,389 - mmaction - INFO - Epoch [81][20/835] lr: 1.125e-04, eta: 2:48:04, time: 1.103, data_time: 0.490, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0597, loss: 1.0597 2020-07-01 09:21:27,222 - mmaction - INFO - Epoch [81][40/835] lr: 1.125e-04, eta: 2:47:52, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 0.9628, loss: 0.9628 2020-07-01 09:21:39,067 - mmaction - INFO - Epoch [81][60/835] lr: 1.125e-04, eta: 2:47:39, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8875, loss_cls: 1.0838, loss: 1.0838 2020-07-01 09:21:50,942 - mmaction - INFO - Epoch [81][80/835] lr: 1.125e-04, eta: 2:47:27, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.8083, top5_acc: 0.9292, loss_cls: 0.9281, loss: 0.9281 2020-07-01 09:22:02,817 - mmaction - INFO - Epoch [81][100/835] lr: 1.125e-04, eta: 2:47:15, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9333, loss_cls: 0.8506, loss: 0.8506 2020-07-01 09:22:14,666 - mmaction - INFO - Epoch [81][120/835] lr: 1.125e-04, eta: 2:47:03, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.2107, loss: 1.2107 2020-07-01 09:22:26,637 - mmaction - INFO - Epoch [81][140/835] lr: 1.125e-04, eta: 2:46:51, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9250, loss_cls: 0.9821, loss: 0.9821 2020-07-01 09:22:38,569 - mmaction - INFO - Epoch [81][160/835] lr: 1.125e-04, eta: 2:46:39, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9083, loss_cls: 1.0088, loss: 1.0088 2020-07-01 09:22:50,483 - mmaction - INFO - Epoch [81][180/835] lr: 1.125e-04, eta: 2:46:27, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.0188, loss: 1.0188 2020-07-01 09:23:02,391 - mmaction - INFO - Epoch [81][200/835] lr: 1.125e-04, eta: 2:46:15, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7875, top5_acc: 0.9042, loss_cls: 1.0018, loss: 1.0018 2020-07-01 09:23:14,367 - mmaction - INFO - Epoch [81][220/835] lr: 1.125e-04, eta: 2:46:02, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.1037, loss: 1.1037 2020-07-01 09:23:26,305 - mmaction - INFO - Epoch [81][240/835] lr: 1.125e-04, eta: 2:45:50, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8417, loss_cls: 1.3488, loss: 1.3488 2020-07-01 09:23:38,293 - mmaction - INFO - Epoch [81][260/835] lr: 1.125e-04, eta: 2:45:38, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 0.9748, loss: 0.9748 2020-07-01 09:23:50,215 - mmaction - INFO - Epoch [81][280/835] lr: 1.125e-04, eta: 2:45:26, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9167, loss_cls: 1.0107, loss: 1.0107 2020-07-01 09:24:02,104 - mmaction - INFO - Epoch [81][300/835] lr: 1.125e-04, eta: 2:45:14, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1524, loss: 1.1524 2020-07-01 09:24:14,036 - mmaction - INFO - Epoch [81][320/835] lr: 1.125e-04, eta: 2:45:02, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8958, loss_cls: 1.2072, loss: 1.2072 2020-07-01 09:24:26,000 - mmaction - INFO - Epoch [81][340/835] lr: 1.125e-04, eta: 2:44:50, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9458, loss_cls: 0.9345, loss: 0.9345 2020-07-01 09:24:37,896 - mmaction - INFO - Epoch [81][360/835] lr: 1.125e-04, eta: 2:44:37, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9167, loss_cls: 1.1244, loss: 1.1244 2020-07-01 09:24:49,809 - mmaction - INFO - Epoch [81][380/835] lr: 1.125e-04, eta: 2:44:25, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0556, loss: 1.0556 2020-07-01 09:25:01,707 - mmaction - INFO - Epoch [81][400/835] lr: 1.125e-04, eta: 2:44:13, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1824, loss: 1.1824 2020-07-01 09:25:13,659 - mmaction - INFO - Epoch [81][420/835] lr: 1.125e-04, eta: 2:44:01, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2029, loss: 1.2029 2020-07-01 09:25:25,564 - mmaction - INFO - Epoch [81][440/835] lr: 1.125e-04, eta: 2:43:49, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0899, loss: 1.0899 2020-07-01 09:25:37,527 - mmaction - INFO - Epoch [81][460/835] lr: 1.125e-04, eta: 2:43:37, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8833, loss_cls: 1.1127, loss: 1.1127 2020-07-01 09:25:49,421 - mmaction - INFO - Epoch [81][480/835] lr: 1.125e-04, eta: 2:43:25, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.1447, loss: 1.1447 2020-07-01 09:26:01,311 - mmaction - INFO - Epoch [81][500/835] lr: 1.125e-04, eta: 2:43:13, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8583, loss_cls: 1.1483, loss: 1.1483 2020-07-01 09:26:13,257 - mmaction - INFO - Epoch [81][520/835] lr: 1.125e-04, eta: 2:43:00, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8917, loss_cls: 1.1763, loss: 1.1763 2020-07-01 09:26:25,125 - mmaction - INFO - Epoch [81][540/835] lr: 1.125e-04, eta: 2:42:48, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1155, loss: 1.1155 2020-07-01 09:26:37,063 - mmaction - INFO - Epoch [81][560/835] lr: 1.125e-04, eta: 2:42:36, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1773, loss: 1.1773 2020-07-01 09:26:48,978 - mmaction - INFO - Epoch [81][580/835] lr: 1.125e-04, eta: 2:42:24, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.1169, loss: 1.1169 2020-07-01 09:27:00,899 - mmaction - INFO - Epoch [81][600/835] lr: 1.125e-04, eta: 2:42:12, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1650, loss: 1.1650 2020-07-01 09:27:12,815 - mmaction - INFO - Epoch [81][620/835] lr: 1.125e-04, eta: 2:42:00, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1507, loss: 1.1507 2020-07-01 09:27:24,767 - mmaction - INFO - Epoch [81][640/835] lr: 1.125e-04, eta: 2:41:48, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2867, loss: 1.2867 2020-07-01 09:27:36,719 - mmaction - INFO - Epoch [81][660/835] lr: 1.125e-04, eta: 2:41:36, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.0814, loss: 1.0814 2020-07-01 09:27:48,634 - mmaction - INFO - Epoch [81][680/835] lr: 1.125e-04, eta: 2:41:23, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8833, loss_cls: 1.0891, loss: 1.0891 2020-07-01 09:28:00,568 - mmaction - INFO - Epoch [81][700/835] lr: 1.125e-04, eta: 2:41:11, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9834, loss: 0.9834 2020-07-01 09:28:12,433 - mmaction - INFO - Epoch [81][720/835] lr: 1.125e-04, eta: 2:40:59, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.9248, loss: 0.9248 2020-07-01 09:28:24,390 - mmaction - INFO - Epoch [81][740/835] lr: 1.125e-04, eta: 2:40:47, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7917, top5_acc: 0.9083, loss_cls: 0.9010, loss: 0.9010 2020-07-01 09:28:36,322 - mmaction - INFO - Epoch [81][760/835] lr: 1.125e-04, eta: 2:40:35, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.9125, loss_cls: 1.0443, loss: 1.0443 2020-07-01 09:28:48,218 - mmaction - INFO - Epoch [81][780/835] lr: 1.125e-04, eta: 2:40:23, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.0871, loss: 1.0871 2020-07-01 09:29:00,054 - mmaction - INFO - Epoch [81][800/835] lr: 1.125e-04, eta: 2:40:11, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8583, loss_cls: 1.1634, loss: 1.1634 2020-07-01 09:29:11,972 - mmaction - INFO - Epoch [81][820/835] lr: 1.125e-04, eta: 2:39:58, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7917, top5_acc: 0.8875, loss_cls: 1.0932, loss: 1.0932 2020-07-01 09:29:46,124 - mmaction - INFO - Epoch [82][20/835] lr: 1.125e-04, eta: 2:39:38, time: 1.219, data_time: 0.601, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9125, loss_cls: 1.0369, loss: 1.0369 2020-07-01 09:29:58,052 - mmaction - INFO - Epoch [82][40/835] lr: 1.125e-04, eta: 2:39:26, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2997, loss: 1.2997 2020-07-01 09:30:09,914 - mmaction - INFO - Epoch [82][60/835] lr: 1.125e-04, eta: 2:39:14, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.0440, loss: 1.0440 2020-07-01 09:30:21,815 - mmaction - INFO - Epoch [82][80/835] lr: 1.125e-04, eta: 2:39:02, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1388, loss: 1.1388 2020-07-01 09:30:33,713 - mmaction - INFO - Epoch [82][100/835] lr: 1.125e-04, eta: 2:38:50, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 1.0178, loss: 1.0178 2020-07-01 09:30:45,608 - mmaction - INFO - Epoch [82][120/835] lr: 1.125e-04, eta: 2:38:37, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8958, loss_cls: 1.0612, loss: 1.0612 2020-07-01 09:30:57,553 - mmaction - INFO - Epoch [82][140/835] lr: 1.125e-04, eta: 2:38:25, time: 0.597, data_time: 0.000, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1418, loss: 1.1418 2020-07-01 09:31:09,451 - mmaction - INFO - Epoch [82][160/835] lr: 1.125e-04, eta: 2:38:13, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8667, loss_cls: 1.1736, loss: 1.1736 2020-07-01 09:31:21,388 - mmaction - INFO - Epoch [82][180/835] lr: 1.125e-04, eta: 2:38:01, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9083, loss_cls: 1.0286, loss: 1.0286 2020-07-01 09:31:33,365 - mmaction - INFO - Epoch [82][200/835] lr: 1.125e-04, eta: 2:37:49, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 0.9679, loss: 0.9679 2020-07-01 09:31:45,391 - mmaction - INFO - Epoch [82][220/835] lr: 1.125e-04, eta: 2:37:37, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9375, loss_cls: 0.9621, loss: 0.9621 2020-07-01 09:31:57,281 - mmaction - INFO - Epoch [82][240/835] lr: 1.125e-04, eta: 2:37:25, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0430, loss: 1.0430 2020-07-01 09:32:09,164 - mmaction - INFO - Epoch [82][260/835] lr: 1.125e-04, eta: 2:37:12, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0595, loss: 1.0595 2020-07-01 09:32:21,089 - mmaction - INFO - Epoch [82][280/835] lr: 1.125e-04, eta: 2:37:00, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8625, loss_cls: 1.3046, loss: 1.3046 2020-07-01 09:32:33,039 - mmaction - INFO - Epoch [82][300/835] lr: 1.125e-04, eta: 2:36:48, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8625, loss_cls: 1.2140, loss: 1.2140 2020-07-01 09:32:45,023 - mmaction - INFO - Epoch [82][320/835] lr: 1.125e-04, eta: 2:36:36, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7958, top5_acc: 0.9167, loss_cls: 0.9034, loss: 0.9034 2020-07-01 09:32:56,898 - mmaction - INFO - Epoch [82][340/835] lr: 1.125e-04, eta: 2:36:24, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.0922, loss: 1.0922 2020-07-01 09:33:08,826 - mmaction - INFO - Epoch [82][360/835] lr: 1.125e-04, eta: 2:36:12, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9125, loss_cls: 0.8790, loss: 0.8790 2020-07-01 09:33:20,731 - mmaction - INFO - Epoch [82][380/835] lr: 1.125e-04, eta: 2:36:00, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.0693, loss: 1.0693 2020-07-01 09:33:32,687 - mmaction - INFO - Epoch [82][400/835] lr: 1.125e-04, eta: 2:35:48, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9125, loss_cls: 1.0760, loss: 1.0760 2020-07-01 09:33:44,619 - mmaction - INFO - Epoch [82][420/835] lr: 1.125e-04, eta: 2:35:35, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9167, loss_cls: 1.0967, loss: 1.0967 2020-07-01 09:33:56,561 - mmaction - INFO - Epoch [82][440/835] lr: 1.125e-04, eta: 2:35:23, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.0629, loss: 1.0629 2020-07-01 09:34:08,462 - mmaction - INFO - Epoch [82][460/835] lr: 1.125e-04, eta: 2:35:11, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1189, loss: 1.1189 2020-07-01 09:34:20,312 - mmaction - INFO - Epoch [82][480/835] lr: 1.125e-04, eta: 2:34:59, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.0545, loss: 1.0545 2020-07-01 09:34:32,259 - mmaction - INFO - Epoch [82][500/835] lr: 1.125e-04, eta: 2:34:47, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8625, loss_cls: 1.2412, loss: 1.2412 2020-07-01 09:34:44,147 - mmaction - INFO - Epoch [82][520/835] lr: 1.125e-04, eta: 2:34:35, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7917, top5_acc: 0.9250, loss_cls: 0.8542, loss: 0.8542 2020-07-01 09:34:56,023 - mmaction - INFO - Epoch [82][540/835] lr: 1.125e-04, eta: 2:34:23, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 1.0505, loss: 1.0505 2020-07-01 09:35:07,988 - mmaction - INFO - Epoch [82][560/835] lr: 1.125e-04, eta: 2:34:11, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.1631, loss: 1.1631 2020-07-01 09:35:19,915 - mmaction - INFO - Epoch [82][580/835] lr: 1.125e-04, eta: 2:33:58, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.2090, loss: 1.2090 2020-07-01 09:35:31,810 - mmaction - INFO - Epoch [82][600/835] lr: 1.125e-04, eta: 2:33:46, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2849, loss: 1.2849 2020-07-01 09:35:43,780 - mmaction - INFO - Epoch [82][620/835] lr: 1.125e-04, eta: 2:33:34, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1157, loss: 1.1157 2020-07-01 09:35:55,747 - mmaction - INFO - Epoch [82][640/835] lr: 1.125e-04, eta: 2:33:22, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.0137, loss: 1.0137 2020-07-01 09:36:07,705 - mmaction - INFO - Epoch [82][660/835] lr: 1.125e-04, eta: 2:33:10, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8542, loss_cls: 1.2217, loss: 1.2217 2020-07-01 09:36:19,614 - mmaction - INFO - Epoch [82][680/835] lr: 1.125e-04, eta: 2:32:58, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.9000, loss_cls: 1.2341, loss: 1.2341 2020-07-01 09:36:31,564 - mmaction - INFO - Epoch [82][700/835] lr: 1.125e-04, eta: 2:32:46, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1806, loss: 1.1806 2020-07-01 09:36:43,437 - mmaction - INFO - Epoch [82][720/835] lr: 1.125e-04, eta: 2:32:34, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.0699, loss: 1.0699 2020-07-01 09:36:55,411 - mmaction - INFO - Epoch [82][740/835] lr: 1.125e-04, eta: 2:32:21, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8667, loss_cls: 1.2511, loss: 1.2511 2020-07-01 09:37:07,267 - mmaction - INFO - Epoch [82][760/835] lr: 1.125e-04, eta: 2:32:09, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8833, loss_cls: 1.0830, loss: 1.0830 2020-07-01 09:37:19,201 - mmaction - INFO - Epoch [82][780/835] lr: 1.125e-04, eta: 2:31:57, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9000, loss_cls: 1.0086, loss: 1.0086 2020-07-01 09:37:31,108 - mmaction - INFO - Epoch [82][800/835] lr: 1.125e-04, eta: 2:31:45, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0296, loss: 1.0296 2020-07-01 09:37:43,034 - mmaction - INFO - Epoch [82][820/835] lr: 1.125e-04, eta: 2:31:33, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8917, loss_cls: 1.0853, loss: 1.0853 2020-07-01 09:38:17,515 - mmaction - INFO - Epoch [83][20/835] lr: 1.125e-04, eta: 2:31:13, time: 1.228, data_time: 0.628, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.0804, loss: 1.0804 2020-07-01 09:38:29,429 - mmaction - INFO - Epoch [83][40/835] lr: 1.125e-04, eta: 2:31:00, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9042, loss_cls: 0.9541, loss: 0.9541 2020-07-01 09:38:41,326 - mmaction - INFO - Epoch [83][60/835] lr: 1.125e-04, eta: 2:30:48, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0689, loss: 1.0689 2020-07-01 09:38:53,239 - mmaction - INFO - Epoch [83][80/835] lr: 1.125e-04, eta: 2:30:36, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7875, top5_acc: 0.8833, loss_cls: 1.0788, loss: 1.0788 2020-07-01 09:39:05,091 - mmaction - INFO - Epoch [83][100/835] lr: 1.125e-04, eta: 2:30:24, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0638, loss: 1.0638 2020-07-01 09:39:16,977 - mmaction - INFO - Epoch [83][120/835] lr: 1.125e-04, eta: 2:30:12, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7958, top5_acc: 0.9167, loss_cls: 0.8961, loss: 0.8961 2020-07-01 09:39:28,907 - mmaction - INFO - Epoch [83][140/835] lr: 1.125e-04, eta: 2:30:00, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7875, top5_acc: 0.9167, loss_cls: 0.9492, loss: 0.9492 2020-07-01 09:39:40,858 - mmaction - INFO - Epoch [83][160/835] lr: 1.125e-04, eta: 2:29:48, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1696, loss: 1.1696 2020-07-01 09:39:52,831 - mmaction - INFO - Epoch [83][180/835] lr: 1.125e-04, eta: 2:29:36, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9125, loss_cls: 1.0557, loss: 1.0557 2020-07-01 09:40:04,714 - mmaction - INFO - Epoch [83][200/835] lr: 1.125e-04, eta: 2:29:23, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.2790, loss: 1.2790 2020-07-01 09:40:16,672 - mmaction - INFO - Epoch [83][220/835] lr: 1.125e-04, eta: 2:29:11, time: 0.598, data_time: 0.005, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9125, loss_cls: 1.0121, loss: 1.0121 2020-07-01 09:40:28,643 - mmaction - INFO - Epoch [83][240/835] lr: 1.125e-04, eta: 2:28:59, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8667, loss_cls: 1.1824, loss: 1.1824 2020-07-01 09:40:40,544 - mmaction - INFO - Epoch [83][260/835] lr: 1.125e-04, eta: 2:28:47, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0871, loss: 1.0871 2020-07-01 09:40:52,486 - mmaction - INFO - Epoch [83][280/835] lr: 1.125e-04, eta: 2:28:35, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.8000, top5_acc: 0.9333, loss_cls: 0.8787, loss: 0.8787 2020-07-01 09:41:04,417 - mmaction - INFO - Epoch [83][300/835] lr: 1.125e-04, eta: 2:28:23, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8542, loss_cls: 1.2229, loss: 1.2229 2020-07-01 09:41:16,297 - mmaction - INFO - Epoch [83][320/835] lr: 1.125e-04, eta: 2:28:11, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2161, loss: 1.2161 2020-07-01 09:41:28,198 - mmaction - INFO - Epoch [83][340/835] lr: 1.125e-04, eta: 2:27:59, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.2425, loss: 1.2425 2020-07-01 09:41:40,157 - mmaction - INFO - Epoch [83][360/835] lr: 1.125e-04, eta: 2:27:46, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1281, loss: 1.1281 2020-07-01 09:41:52,069 - mmaction - INFO - Epoch [83][380/835] lr: 1.125e-04, eta: 2:27:34, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.1652, loss: 1.1652 2020-07-01 09:42:03,934 - mmaction - INFO - Epoch [83][400/835] lr: 1.125e-04, eta: 2:27:22, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.0781, loss: 1.0781 2020-07-01 09:42:15,899 - mmaction - INFO - Epoch [83][420/835] lr: 1.125e-04, eta: 2:27:10, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9125, loss_cls: 0.9992, loss: 0.9992 2020-07-01 09:42:27,827 - mmaction - INFO - Epoch [83][440/835] lr: 1.125e-04, eta: 2:26:58, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7875, top5_acc: 0.9167, loss_cls: 0.9016, loss: 0.9016 2020-07-01 09:42:39,788 - mmaction - INFO - Epoch [83][460/835] lr: 1.125e-04, eta: 2:26:46, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1042, loss: 1.1042 2020-07-01 09:42:51,732 - mmaction - INFO - Epoch [83][480/835] lr: 1.125e-04, eta: 2:26:34, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0389, loss: 1.0389 2020-07-01 09:43:03,631 - mmaction - INFO - Epoch [83][500/835] lr: 1.125e-04, eta: 2:26:22, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8708, loss_cls: 1.2141, loss: 1.2141 2020-07-01 09:43:15,586 - mmaction - INFO - Epoch [83][520/835] lr: 1.125e-04, eta: 2:26:09, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9250, loss_cls: 0.9511, loss: 0.9511 2020-07-01 09:43:27,536 - mmaction - INFO - Epoch [83][540/835] lr: 1.125e-04, eta: 2:25:57, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9000, loss_cls: 0.9933, loss: 0.9933 2020-07-01 09:43:39,408 - mmaction - INFO - Epoch [83][560/835] lr: 1.125e-04, eta: 2:25:45, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.9000, loss_cls: 1.1122, loss: 1.1122 2020-07-01 09:43:51,321 - mmaction - INFO - Epoch [83][580/835] lr: 1.125e-04, eta: 2:25:33, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8958, loss_cls: 1.0475, loss: 1.0475 2020-07-01 09:44:03,239 - mmaction - INFO - Epoch [83][600/835] lr: 1.125e-04, eta: 2:25:21, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8500, loss_cls: 1.2349, loss: 1.2349 2020-07-01 09:44:15,156 - mmaction - INFO - Epoch [83][620/835] lr: 1.125e-04, eta: 2:25:09, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.8750, loss_cls: 1.0155, loss: 1.0155 2020-07-01 09:44:27,117 - mmaction - INFO - Epoch [83][640/835] lr: 1.125e-04, eta: 2:24:57, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0512, loss: 1.0512 2020-07-01 09:44:39,020 - mmaction - INFO - Epoch [83][660/835] lr: 1.125e-04, eta: 2:24:45, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1213, loss: 1.1213 2020-07-01 09:44:50,964 - mmaction - INFO - Epoch [83][680/835] lr: 1.125e-04, eta: 2:24:32, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7708, top5_acc: 0.8958, loss_cls: 1.0205, loss: 1.0205 2020-07-01 09:45:02,941 - mmaction - INFO - Epoch [83][700/835] lr: 1.125e-04, eta: 2:24:20, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9042, loss_cls: 0.9722, loss: 0.9722 2020-07-01 09:45:14,815 - mmaction - INFO - Epoch [83][720/835] lr: 1.125e-04, eta: 2:24:08, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.2239, loss: 1.2239 2020-07-01 09:45:26,794 - mmaction - INFO - Epoch [83][740/835] lr: 1.125e-04, eta: 2:23:56, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9167, loss_cls: 0.9322, loss: 0.9322 2020-07-01 09:45:38,668 - mmaction - INFO - Epoch [83][760/835] lr: 1.125e-04, eta: 2:23:44, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9792, loss: 0.9792 2020-07-01 09:45:50,497 - mmaction - INFO - Epoch [83][780/835] lr: 1.125e-04, eta: 2:23:32, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.1145, loss: 1.1145 2020-07-01 09:46:02,433 - mmaction - INFO - Epoch [83][800/835] lr: 1.125e-04, eta: 2:23:20, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1014, loss: 1.1014 2020-07-01 09:46:14,390 - mmaction - INFO - Epoch [83][820/835] lr: 1.125e-04, eta: 2:23:08, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8917, loss_cls: 1.0473, loss: 1.0473 2020-07-01 09:46:47,376 - mmaction - INFO - Epoch [84][20/835] lr: 1.125e-04, eta: 2:22:47, time: 1.174, data_time: 0.557, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.1203, loss: 1.1203 2020-07-01 09:46:59,275 - mmaction - INFO - Epoch [84][40/835] lr: 1.125e-04, eta: 2:22:35, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.0700, loss: 1.0700 2020-07-01 09:47:11,221 - mmaction - INFO - Epoch [84][60/835] lr: 1.125e-04, eta: 2:22:23, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1611, loss: 1.1611 2020-07-01 09:47:23,099 - mmaction - INFO - Epoch [84][80/835] lr: 1.125e-04, eta: 2:22:11, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.0575, loss: 1.0575 2020-07-01 09:47:34,976 - mmaction - INFO - Epoch [84][100/835] lr: 1.125e-04, eta: 2:21:58, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.1658, loss: 1.1658 2020-07-01 09:47:46,917 - mmaction - INFO - Epoch [84][120/835] lr: 1.125e-04, eta: 2:21:46, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9000, loss_cls: 0.9448, loss: 0.9448 2020-07-01 09:47:58,881 - mmaction - INFO - Epoch [84][140/835] lr: 1.125e-04, eta: 2:21:34, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8792, loss_cls: 1.1842, loss: 1.1842 2020-07-01 09:48:10,797 - mmaction - INFO - Epoch [84][160/835] lr: 1.125e-04, eta: 2:21:22, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8292, loss_cls: 1.4021, loss: 1.4021 2020-07-01 09:48:22,713 - mmaction - INFO - Epoch [84][180/835] lr: 1.125e-04, eta: 2:21:10, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0907, loss: 1.0907 2020-07-01 09:48:34,659 - mmaction - INFO - Epoch [84][200/835] lr: 1.125e-04, eta: 2:20:58, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.1965, loss: 1.1965 2020-07-01 09:48:46,580 - mmaction - INFO - Epoch [84][220/835] lr: 1.125e-04, eta: 2:20:46, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.0982, loss: 1.0982 2020-07-01 09:48:58,471 - mmaction - INFO - Epoch [84][240/835] lr: 1.125e-04, eta: 2:20:34, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9208, loss_cls: 1.0715, loss: 1.0715 2020-07-01 09:49:10,382 - mmaction - INFO - Epoch [84][260/835] lr: 1.125e-04, eta: 2:20:21, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0940, loss: 1.0940 2020-07-01 09:49:22,371 - mmaction - INFO - Epoch [84][280/835] lr: 1.125e-04, eta: 2:20:09, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1123, loss: 1.1123 2020-07-01 09:49:34,279 - mmaction - INFO - Epoch [84][300/835] lr: 1.125e-04, eta: 2:19:57, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9125, loss_cls: 0.9972, loss: 0.9972 2020-07-01 09:49:46,158 - mmaction - INFO - Epoch [84][320/835] lr: 1.125e-04, eta: 2:19:45, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 0.9898, loss: 0.9898 2020-07-01 09:49:58,069 - mmaction - INFO - Epoch [84][340/835] lr: 1.125e-04, eta: 2:19:33, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9042, loss_cls: 0.9932, loss: 0.9932 2020-07-01 09:50:10,007 - mmaction - INFO - Epoch [84][360/835] lr: 1.125e-04, eta: 2:19:21, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8792, loss_cls: 1.2033, loss: 1.2033 2020-07-01 09:50:21,952 - mmaction - INFO - Epoch [84][380/835] lr: 1.125e-04, eta: 2:19:09, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7917, top5_acc: 0.9292, loss_cls: 0.8362, loss: 0.8362 2020-07-01 09:50:33,921 - mmaction - INFO - Epoch [84][400/835] lr: 1.125e-04, eta: 2:18:57, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.1285, loss: 1.1285 2020-07-01 09:50:45,776 - mmaction - INFO - Epoch [84][420/835] lr: 1.125e-04, eta: 2:18:45, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9375, loss_cls: 0.9093, loss: 0.9093 2020-07-01 09:50:57,726 - mmaction - INFO - Epoch [84][440/835] lr: 1.125e-04, eta: 2:18:32, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8833, loss_cls: 1.0710, loss: 1.0710 2020-07-01 09:51:09,623 - mmaction - INFO - Epoch [84][460/835] lr: 1.125e-04, eta: 2:18:20, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8833, loss_cls: 1.0597, loss: 1.0597 2020-07-01 09:51:21,532 - mmaction - INFO - Epoch [84][480/835] lr: 1.125e-04, eta: 2:18:08, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0502, loss: 1.0502 2020-07-01 09:51:33,449 - mmaction - INFO - Epoch [84][500/835] lr: 1.125e-04, eta: 2:17:56, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.9083, loss_cls: 1.2045, loss: 1.2045 2020-07-01 09:51:45,398 - mmaction - INFO - Epoch [84][520/835] lr: 1.125e-04, eta: 2:17:44, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8583, loss_cls: 1.1481, loss: 1.1481 2020-07-01 09:51:57,333 - mmaction - INFO - Epoch [84][540/835] lr: 1.125e-04, eta: 2:17:32, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1401, loss: 1.1401 2020-07-01 09:52:09,201 - mmaction - INFO - Epoch [84][560/835] lr: 1.125e-04, eta: 2:17:20, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0229, loss: 1.0229 2020-07-01 09:52:21,093 - mmaction - INFO - Epoch [84][580/835] lr: 1.125e-04, eta: 2:17:08, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 1.0350, loss: 1.0350 2020-07-01 09:52:33,025 - mmaction - INFO - Epoch [84][600/835] lr: 1.125e-04, eta: 2:16:55, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7708, top5_acc: 0.8958, loss_cls: 0.9957, loss: 0.9957 2020-07-01 09:52:44,943 - mmaction - INFO - Epoch [84][620/835] lr: 1.125e-04, eta: 2:16:43, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.1894, loss: 1.1894 2020-07-01 09:52:56,789 - mmaction - INFO - Epoch [84][640/835] lr: 1.125e-04, eta: 2:16:31, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9125, loss_cls: 0.9698, loss: 0.9698 2020-07-01 09:53:08,707 - mmaction - INFO - Epoch [84][660/835] lr: 1.125e-04, eta: 2:16:19, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.0564, loss: 1.0564 2020-07-01 09:53:20,590 - mmaction - INFO - Epoch [84][680/835] lr: 1.125e-04, eta: 2:16:07, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.1037, loss: 1.1037 2020-07-01 09:53:32,563 - mmaction - INFO - Epoch [84][700/835] lr: 1.125e-04, eta: 2:15:55, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.3047, loss: 1.3047 2020-07-01 09:53:44,462 - mmaction - INFO - Epoch [84][720/835] lr: 1.125e-04, eta: 2:15:43, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8958, loss_cls: 1.0870, loss: 1.0870 2020-07-01 09:53:56,399 - mmaction - INFO - Epoch [84][740/835] lr: 1.125e-04, eta: 2:15:31, time: 0.598, data_time: 0.005, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8708, loss_cls: 1.0769, loss: 1.0769 2020-07-01 09:54:08,275 - mmaction - INFO - Epoch [84][760/835] lr: 1.125e-04, eta: 2:15:18, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8792, loss_cls: 1.2156, loss: 1.2156 2020-07-01 09:54:20,224 - mmaction - INFO - Epoch [84][780/835] lr: 1.125e-04, eta: 2:15:06, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1718, loss: 1.1718 2020-07-01 09:54:32,064 - mmaction - INFO - Epoch [84][800/835] lr: 1.125e-04, eta: 2:14:54, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1238, loss: 1.1238 2020-07-01 09:54:44,022 - mmaction - INFO - Epoch [84][820/835] lr: 1.125e-04, eta: 2:14:42, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9167, loss_cls: 1.0230, loss: 1.0230 2020-07-01 09:55:17,027 - mmaction - INFO - Epoch [85][20/835] lr: 1.125e-04, eta: 2:14:21, time: 1.180, data_time: 0.578, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1609, loss: 1.1609 2020-07-01 09:55:28,894 - mmaction - INFO - Epoch [85][40/835] lr: 1.125e-04, eta: 2:14:09, time: 0.594, data_time: 0.005, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.1672, loss: 1.1672 2020-07-01 09:55:40,779 - mmaction - INFO - Epoch [85][60/835] lr: 1.125e-04, eta: 2:13:57, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0437, loss: 1.0437 2020-07-01 09:55:52,693 - mmaction - INFO - Epoch [85][80/835] lr: 1.125e-04, eta: 2:13:45, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 0.9981, loss: 0.9981 2020-07-01 09:56:04,592 - mmaction - INFO - Epoch [85][100/835] lr: 1.125e-04, eta: 2:13:33, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.1898, loss: 1.1898 2020-07-01 09:56:16,620 - mmaction - INFO - Epoch [85][120/835] lr: 1.125e-04, eta: 2:13:21, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9688, loss: 0.9688 2020-07-01 09:56:28,549 - mmaction - INFO - Epoch [85][140/835] lr: 1.125e-04, eta: 2:13:09, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8792, loss_cls: 1.0883, loss: 1.0883 2020-07-01 09:56:40,507 - mmaction - INFO - Epoch [85][160/835] lr: 1.125e-04, eta: 2:12:57, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8877, loss: 0.8877 2020-07-01 09:56:52,410 - mmaction - INFO - Epoch [85][180/835] lr: 1.125e-04, eta: 2:12:44, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 0.9591, loss: 0.9591 2020-07-01 09:57:04,329 - mmaction - INFO - Epoch [85][200/835] lr: 1.125e-04, eta: 2:12:32, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9208, loss_cls: 1.1251, loss: 1.1251 2020-07-01 09:57:16,249 - mmaction - INFO - Epoch [85][220/835] lr: 1.125e-04, eta: 2:12:20, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9333, loss_cls: 0.9832, loss: 0.9832 2020-07-01 09:57:28,162 - mmaction - INFO - Epoch [85][240/835] lr: 1.125e-04, eta: 2:12:08, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1892, loss: 1.1892 2020-07-01 09:57:40,081 - mmaction - INFO - Epoch [85][260/835] lr: 1.125e-04, eta: 2:11:56, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.1258, loss: 1.1258 2020-07-01 09:57:51,973 - mmaction - INFO - Epoch [85][280/835] lr: 1.125e-04, eta: 2:11:44, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.0608, loss: 1.0608 2020-07-01 09:58:03,868 - mmaction - INFO - Epoch [85][300/835] lr: 1.125e-04, eta: 2:11:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9167, loss_cls: 0.9651, loss: 0.9651 2020-07-01 09:58:15,766 - mmaction - INFO - Epoch [85][320/835] lr: 1.125e-04, eta: 2:11:20, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8625, loss_cls: 1.2417, loss: 1.2417 2020-07-01 09:58:27,741 - mmaction - INFO - Epoch [85][340/835] lr: 1.125e-04, eta: 2:11:08, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 1.0424, loss: 1.0424 2020-07-01 09:58:39,710 - mmaction - INFO - Epoch [85][360/835] lr: 1.125e-04, eta: 2:10:55, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9497, loss: 0.9497 2020-07-01 09:58:51,624 - mmaction - INFO - Epoch [85][380/835] lr: 1.125e-04, eta: 2:10:43, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1603, loss: 1.1603 2020-07-01 09:59:03,547 - mmaction - INFO - Epoch [85][400/835] lr: 1.125e-04, eta: 2:10:31, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.2794, loss: 1.2794 2020-07-01 09:59:15,453 - mmaction - INFO - Epoch [85][420/835] lr: 1.125e-04, eta: 2:10:19, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9333, loss_cls: 0.9004, loss: 0.9004 2020-07-01 09:59:27,373 - mmaction - INFO - Epoch [85][440/835] lr: 1.125e-04, eta: 2:10:07, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.1010, loss: 1.1010 2020-07-01 09:59:39,265 - mmaction - INFO - Epoch [85][460/835] lr: 1.125e-04, eta: 2:09:55, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8667, loss_cls: 1.1874, loss: 1.1874 2020-07-01 09:59:51,177 - mmaction - INFO - Epoch [85][480/835] lr: 1.125e-04, eta: 2:09:43, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8875, loss_cls: 1.0280, loss: 1.0280 2020-07-01 10:00:03,550 - mmaction - INFO - Epoch [85][500/835] lr: 1.125e-04, eta: 2:09:31, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1673, loss: 1.1673 2020-07-01 10:00:15,575 - mmaction - INFO - Epoch [85][520/835] lr: 1.125e-04, eta: 2:09:19, time: 0.604, data_time: 0.004, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8833, loss_cls: 1.0558, loss: 1.0558 2020-07-01 10:00:27,501 - mmaction - INFO - Epoch [85][540/835] lr: 1.125e-04, eta: 2:09:06, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6708, top5_acc: 0.8500, loss_cls: 1.3654, loss: 1.3654 2020-07-01 10:00:39,441 - mmaction - INFO - Epoch [85][560/835] lr: 1.125e-04, eta: 2:08:54, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0550, loss: 1.0550 2020-07-01 10:00:51,368 - mmaction - INFO - Epoch [85][580/835] lr: 1.125e-04, eta: 2:08:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9125, loss_cls: 1.0485, loss: 1.0485 2020-07-01 10:01:03,340 - mmaction - INFO - Epoch [85][600/835] lr: 1.125e-04, eta: 2:08:30, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.8125, top5_acc: 0.9250, loss_cls: 0.8313, loss: 0.8313 2020-07-01 10:01:15,251 - mmaction - INFO - Epoch [85][620/835] lr: 1.125e-04, eta: 2:08:18, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9167, loss_cls: 1.0069, loss: 1.0069 2020-07-01 10:01:27,211 - mmaction - INFO - Epoch [85][640/835] lr: 1.125e-04, eta: 2:08:06, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0511, loss: 1.0511 2020-07-01 10:01:39,159 - mmaction - INFO - Epoch [85][660/835] lr: 1.125e-04, eta: 2:07:54, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0341, loss: 1.0341 2020-07-01 10:01:51,095 - mmaction - INFO - Epoch [85][680/835] lr: 1.125e-04, eta: 2:07:42, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1587, loss: 1.1587 2020-07-01 10:02:03,019 - mmaction - INFO - Epoch [85][700/835] lr: 1.125e-04, eta: 2:07:30, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9292, loss_cls: 0.9530, loss: 0.9530 2020-07-01 10:02:14,928 - mmaction - INFO - Epoch [85][720/835] lr: 1.125e-04, eta: 2:07:17, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9375, loss_cls: 0.9590, loss: 0.9590 2020-07-01 10:02:26,811 - mmaction - INFO - Epoch [85][740/835] lr: 1.125e-04, eta: 2:07:05, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0363, loss: 1.0363 2020-07-01 10:02:38,772 - mmaction - INFO - Epoch [85][760/835] lr: 1.125e-04, eta: 2:06:53, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.1294, loss: 1.1294 2020-07-01 10:02:50,721 - mmaction - INFO - Epoch [85][780/835] lr: 1.125e-04, eta: 2:06:41, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8875, loss_cls: 1.0369, loss: 1.0369 2020-07-01 10:03:02,607 - mmaction - INFO - Epoch [85][800/835] lr: 1.125e-04, eta: 2:06:29, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.0580, loss: 1.0580 2020-07-01 10:03:14,513 - mmaction - INFO - Epoch [85][820/835] lr: 1.125e-04, eta: 2:06:17, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.1218, loss: 1.1218 2020-07-01 10:03:24,963 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-07-01 10:04:00,474 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 10:04:01,403 - mmaction - INFO - top1_acc 0.7095 top5_acc 0.8961 2020-07-01 10:04:01,404 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 10:04:01,454 - mmaction - INFO - mean_acc 0.7094 2020-07-01 10:04:01,462 - mmaction - INFO - Epoch [85][835/835] lr: 1.125e-04, top1_acc: 0.7095, top5_acc: 0.8961, mean_class_accuracy: 0.7094 2020-07-01 10:04:22,626 - mmaction - INFO - Epoch [86][20/835] lr: 1.125e-04, eta: 2:05:56, time: 1.057, data_time: 0.437, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9083, loss_cls: 0.9667, loss: 0.9667 2020-07-01 10:04:34,661 - mmaction - INFO - Epoch [86][40/835] lr: 1.125e-04, eta: 2:05:44, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.1295, loss: 1.1295 2020-07-01 10:04:46,570 - mmaction - INFO - Epoch [86][60/835] lr: 1.125e-04, eta: 2:05:32, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 1.0240, loss: 1.0240 2020-07-01 10:04:58,452 - mmaction - INFO - Epoch [86][80/835] lr: 1.125e-04, eta: 2:05:19, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 1.0430, loss: 1.0430 2020-07-01 10:05:10,297 - mmaction - INFO - Epoch [86][100/835] lr: 1.125e-04, eta: 2:05:07, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.8691, loss: 0.8691 2020-07-01 10:05:22,191 - mmaction - INFO - Epoch [86][120/835] lr: 1.125e-04, eta: 2:04:55, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8542, loss_cls: 1.1826, loss: 1.1826 2020-07-01 10:05:34,167 - mmaction - INFO - Epoch [86][140/835] lr: 1.125e-04, eta: 2:04:43, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0286, loss: 1.0286 2020-07-01 10:05:46,096 - mmaction - INFO - Epoch [86][160/835] lr: 1.125e-04, eta: 2:04:31, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.9362, loss: 0.9362 2020-07-01 10:05:58,071 - mmaction - INFO - Epoch [86][180/835] lr: 1.125e-04, eta: 2:04:19, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8542, loss_cls: 1.1663, loss: 1.1663 2020-07-01 10:06:10,118 - mmaction - INFO - Epoch [86][200/835] lr: 1.125e-04, eta: 2:04:07, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.7958, top5_acc: 0.9250, loss_cls: 0.9319, loss: 0.9319 2020-07-01 10:06:22,058 - mmaction - INFO - Epoch [86][220/835] lr: 1.125e-04, eta: 2:03:55, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9125, loss_cls: 0.9518, loss: 0.9518 2020-07-01 10:06:34,010 - mmaction - INFO - Epoch [86][240/835] lr: 1.125e-04, eta: 2:03:43, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8875, loss_cls: 1.0469, loss: 1.0469 2020-07-01 10:06:45,951 - mmaction - INFO - Epoch [86][260/835] lr: 1.125e-04, eta: 2:03:30, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9083, loss_cls: 0.9565, loss: 0.9565 2020-07-01 10:06:57,907 - mmaction - INFO - Epoch [86][280/835] lr: 1.125e-04, eta: 2:03:18, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1302, loss: 1.1302 2020-07-01 10:07:09,859 - mmaction - INFO - Epoch [86][300/835] lr: 1.125e-04, eta: 2:03:06, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8958, loss_cls: 1.0109, loss: 1.0109 2020-07-01 10:07:21,777 - mmaction - INFO - Epoch [86][320/835] lr: 1.125e-04, eta: 2:02:54, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.1680, loss: 1.1680 2020-07-01 10:07:33,707 - mmaction - INFO - Epoch [86][340/835] lr: 1.125e-04, eta: 2:02:42, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8792, loss_cls: 1.1852, loss: 1.1852 2020-07-01 10:07:45,695 - mmaction - INFO - Epoch [86][360/835] lr: 1.125e-04, eta: 2:02:30, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.0423, loss: 1.0423 2020-07-01 10:07:57,674 - mmaction - INFO - Epoch [86][380/835] lr: 1.125e-04, eta: 2:02:18, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.1078, loss: 1.1078 2020-07-01 10:08:09,571 - mmaction - INFO - Epoch [86][400/835] lr: 1.125e-04, eta: 2:02:06, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9125, loss_cls: 1.0301, loss: 1.0301 2020-07-01 10:08:21,503 - mmaction - INFO - Epoch [86][420/835] lr: 1.125e-04, eta: 2:01:54, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.0462, loss: 1.0462 2020-07-01 10:08:33,480 - mmaction - INFO - Epoch [86][440/835] lr: 1.125e-04, eta: 2:01:41, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8708, loss_cls: 1.1907, loss: 1.1907 2020-07-01 10:08:45,389 - mmaction - INFO - Epoch [86][460/835] lr: 1.125e-04, eta: 2:01:29, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1648, loss: 1.1648 2020-07-01 10:08:57,306 - mmaction - INFO - Epoch [86][480/835] lr: 1.125e-04, eta: 2:01:17, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7917, top5_acc: 0.9167, loss_cls: 0.9372, loss: 0.9372 2020-07-01 10:09:09,239 - mmaction - INFO - Epoch [86][500/835] lr: 1.125e-04, eta: 2:01:05, time: 0.598, data_time: 0.006, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.9864, loss: 0.9864 2020-07-01 10:09:21,146 - mmaction - INFO - Epoch [86][520/835] lr: 1.125e-04, eta: 2:00:53, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7917, top5_acc: 0.9250, loss_cls: 0.8355, loss: 0.8355 2020-07-01 10:09:33,090 - mmaction - INFO - Epoch [86][540/835] lr: 1.125e-04, eta: 2:00:41, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.0832, loss: 1.0832 2020-07-01 10:09:45,030 - mmaction - INFO - Epoch [86][560/835] lr: 1.125e-04, eta: 2:00:29, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2406, loss: 1.2406 2020-07-01 10:09:56,976 - mmaction - INFO - Epoch [86][580/835] lr: 1.125e-04, eta: 2:00:17, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9000, loss_cls: 0.9842, loss: 0.9842 2020-07-01 10:10:08,908 - mmaction - INFO - Epoch [86][600/835] lr: 1.125e-04, eta: 2:00:05, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9083, loss_cls: 1.0017, loss: 1.0017 2020-07-01 10:10:20,776 - mmaction - INFO - Epoch [86][620/835] lr: 1.125e-04, eta: 1:59:52, time: 0.593, data_time: 0.000, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8750, loss_cls: 1.0168, loss: 1.0168 2020-07-01 10:10:32,755 - mmaction - INFO - Epoch [86][640/835] lr: 1.125e-04, eta: 1:59:40, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8833, loss_cls: 1.1657, loss: 1.1657 2020-07-01 10:10:44,650 - mmaction - INFO - Epoch [86][660/835] lr: 1.125e-04, eta: 1:59:28, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.0750, loss: 1.0750 2020-07-01 10:10:56,557 - mmaction - INFO - Epoch [86][680/835] lr: 1.125e-04, eta: 1:59:16, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.0337, loss: 1.0337 2020-07-01 10:11:08,545 - mmaction - INFO - Epoch [86][700/835] lr: 1.125e-04, eta: 1:59:04, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.1071, loss: 1.1071 2020-07-01 10:11:20,511 - mmaction - INFO - Epoch [86][720/835] lr: 1.125e-04, eta: 1:58:52, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.1590, loss: 1.1590 2020-07-01 10:11:32,441 - mmaction - INFO - Epoch [86][740/835] lr: 1.125e-04, eta: 1:58:40, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0648, loss: 1.0648 2020-07-01 10:11:44,412 - mmaction - INFO - Epoch [86][760/835] lr: 1.125e-04, eta: 1:58:28, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8917, loss_cls: 1.2163, loss: 1.2163 2020-07-01 10:11:56,332 - mmaction - INFO - Epoch [86][780/835] lr: 1.125e-04, eta: 1:58:16, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0204, loss: 1.0204 2020-07-01 10:12:08,250 - mmaction - INFO - Epoch [86][800/835] lr: 1.125e-04, eta: 1:58:03, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0774, loss: 1.0774 2020-07-01 10:12:20,221 - mmaction - INFO - Epoch [86][820/835] lr: 1.125e-04, eta: 1:57:51, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9042, loss_cls: 1.0965, loss: 1.0965 2020-07-01 10:12:54,448 - mmaction - INFO - Epoch [87][20/835] lr: 1.125e-04, eta: 1:57:31, time: 1.233, data_time: 0.633, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 0.9498, loss: 0.9498 2020-07-01 10:13:06,312 - mmaction - INFO - Epoch [87][40/835] lr: 1.125e-04, eta: 1:57:19, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0275, loss: 1.0275 2020-07-01 10:13:18,276 - mmaction - INFO - Epoch [87][60/835] lr: 1.125e-04, eta: 1:57:07, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9208, loss_cls: 1.0463, loss: 1.0463 2020-07-01 10:13:30,155 - mmaction - INFO - Epoch [87][80/835] lr: 1.125e-04, eta: 1:56:54, time: 0.594, data_time: 0.005, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0546, loss: 1.0546 2020-07-01 10:13:42,042 - mmaction - INFO - Epoch [87][100/835] lr: 1.125e-04, eta: 1:56:42, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.0533, loss: 1.0533 2020-07-01 10:13:53,937 - mmaction - INFO - Epoch [87][120/835] lr: 1.125e-04, eta: 1:56:30, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1826, loss: 1.1826 2020-07-01 10:14:05,816 - mmaction - INFO - Epoch [87][140/835] lr: 1.125e-04, eta: 1:56:18, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8708, loss_cls: 1.1116, loss: 1.1116 2020-07-01 10:14:17,657 - mmaction - INFO - Epoch [87][160/835] lr: 1.125e-04, eta: 1:56:06, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8833, loss_cls: 1.1874, loss: 1.1874 2020-07-01 10:14:29,495 - mmaction - INFO - Epoch [87][180/835] lr: 1.125e-04, eta: 1:55:54, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7875, top5_acc: 0.9083, loss_cls: 0.9799, loss: 0.9799 2020-07-01 10:14:41,367 - mmaction - INFO - Epoch [87][200/835] lr: 1.125e-04, eta: 1:55:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0235, loss: 1.0235 2020-07-01 10:14:53,266 - mmaction - INFO - Epoch [87][220/835] lr: 1.125e-04, eta: 1:55:30, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.1088, loss: 1.1088 2020-07-01 10:15:05,153 - mmaction - INFO - Epoch [87][240/835] lr: 1.125e-04, eta: 1:55:18, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.8792, loss_cls: 1.0065, loss: 1.0065 2020-07-01 10:15:17,024 - mmaction - INFO - Epoch [87][260/835] lr: 1.125e-04, eta: 1:55:05, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9083, loss_cls: 1.1010, loss: 1.1010 2020-07-01 10:15:28,950 - mmaction - INFO - Epoch [87][280/835] lr: 1.125e-04, eta: 1:54:53, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8958, loss_cls: 1.0330, loss: 1.0330 2020-07-01 10:15:40,821 - mmaction - INFO - Epoch [87][300/835] lr: 1.125e-04, eta: 1:54:41, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0370, loss: 1.0370 2020-07-01 10:15:52,756 - mmaction - INFO - Epoch [87][320/835] lr: 1.125e-04, eta: 1:54:29, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.8875, loss_cls: 1.0337, loss: 1.0337 2020-07-01 10:16:04,628 - mmaction - INFO - Epoch [87][340/835] lr: 1.125e-04, eta: 1:54:17, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9208, loss_cls: 0.9995, loss: 0.9995 2020-07-01 10:16:16,492 - mmaction - INFO - Epoch [87][360/835] lr: 1.125e-04, eta: 1:54:05, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7625, top5_acc: 0.8917, loss_cls: 1.0951, loss: 1.0951 2020-07-01 10:16:28,445 - mmaction - INFO - Epoch [87][380/835] lr: 1.125e-04, eta: 1:53:53, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8833, loss_cls: 1.1077, loss: 1.1077 2020-07-01 10:16:40,342 - mmaction - INFO - Epoch [87][400/835] lr: 1.125e-04, eta: 1:53:41, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.2345, loss: 1.2345 2020-07-01 10:16:52,245 - mmaction - INFO - Epoch [87][420/835] lr: 1.125e-04, eta: 1:53:28, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.2271, loss: 1.2271 2020-07-01 10:17:04,254 - mmaction - INFO - Epoch [87][440/835] lr: 1.125e-04, eta: 1:53:16, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6917, top5_acc: 0.9042, loss_cls: 1.1316, loss: 1.1316 2020-07-01 10:17:16,194 - mmaction - INFO - Epoch [87][460/835] lr: 1.125e-04, eta: 1:53:04, time: 0.599, data_time: 0.010, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9000, loss_cls: 0.9894, loss: 0.9894 2020-07-01 10:17:28,095 - mmaction - INFO - Epoch [87][480/835] lr: 1.125e-04, eta: 1:52:52, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7875, top5_acc: 0.8958, loss_cls: 1.0085, loss: 1.0085 2020-07-01 10:17:40,038 - mmaction - INFO - Epoch [87][500/835] lr: 1.125e-04, eta: 1:52:40, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8792, loss_cls: 1.1713, loss: 1.1713 2020-07-01 10:17:51,970 - mmaction - INFO - Epoch [87][520/835] lr: 1.125e-04, eta: 1:52:28, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8792, loss_cls: 1.1040, loss: 1.1040 2020-07-01 10:18:03,883 - mmaction - INFO - Epoch [87][540/835] lr: 1.125e-04, eta: 1:52:16, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8750, loss_cls: 1.1740, loss: 1.1740 2020-07-01 10:18:15,791 - mmaction - INFO - Epoch [87][560/835] lr: 1.125e-04, eta: 1:52:04, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9125, loss_cls: 1.0020, loss: 1.0020 2020-07-01 10:18:27,701 - mmaction - INFO - Epoch [87][580/835] lr: 1.125e-04, eta: 1:51:52, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6625, top5_acc: 0.8833, loss_cls: 1.2267, loss: 1.2267 2020-07-01 10:18:39,601 - mmaction - INFO - Epoch [87][600/835] lr: 1.125e-04, eta: 1:51:40, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1616, loss: 1.1616 2020-07-01 10:18:51,501 - mmaction - INFO - Epoch [87][620/835] lr: 1.125e-04, eta: 1:51:27, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.1448, loss: 1.1448 2020-07-01 10:19:03,452 - mmaction - INFO - Epoch [87][640/835] lr: 1.125e-04, eta: 1:51:15, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.1025, loss: 1.1025 2020-07-01 10:19:15,366 - mmaction - INFO - Epoch [87][660/835] lr: 1.125e-04, eta: 1:51:03, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.0199, loss: 1.0199 2020-07-01 10:19:27,297 - mmaction - INFO - Epoch [87][680/835] lr: 1.125e-04, eta: 1:50:51, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9333, loss_cls: 0.9117, loss: 0.9117 2020-07-01 10:19:39,178 - mmaction - INFO - Epoch [87][700/835] lr: 1.125e-04, eta: 1:50:39, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9350, loss: 0.9350 2020-07-01 10:19:51,085 - mmaction - INFO - Epoch [87][720/835] lr: 1.125e-04, eta: 1:50:27, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9208, loss_cls: 0.8998, loss: 0.8998 2020-07-01 10:20:03,038 - mmaction - INFO - Epoch [87][740/835] lr: 1.125e-04, eta: 1:50:15, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 0.9858, loss: 0.9858 2020-07-01 10:20:14,897 - mmaction - INFO - Epoch [87][760/835] lr: 1.125e-04, eta: 1:50:03, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6833, top5_acc: 0.8667, loss_cls: 1.2879, loss: 1.2879 2020-07-01 10:20:26,859 - mmaction - INFO - Epoch [87][780/835] lr: 1.125e-04, eta: 1:49:51, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8875, loss_cls: 1.0528, loss: 1.0528 2020-07-01 10:20:38,724 - mmaction - INFO - Epoch [87][800/835] lr: 1.125e-04, eta: 1:49:38, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2084, loss: 1.2084 2020-07-01 10:20:50,599 - mmaction - INFO - Epoch [87][820/835] lr: 1.125e-04, eta: 1:49:26, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9083, loss_cls: 0.9869, loss: 0.9869 2020-07-01 10:21:23,894 - mmaction - INFO - Epoch [88][20/835] lr: 1.125e-04, eta: 1:49:06, time: 1.187, data_time: 0.581, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9291, loss: 0.9291 2020-07-01 10:21:35,837 - mmaction - INFO - Epoch [88][40/835] lr: 1.125e-04, eta: 1:48:53, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8792, loss_cls: 1.2847, loss: 1.2847 2020-07-01 10:21:47,713 - mmaction - INFO - Epoch [88][60/835] lr: 1.125e-04, eta: 1:48:41, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1005, loss: 1.1005 2020-07-01 10:21:59,605 - mmaction - INFO - Epoch [88][80/835] lr: 1.125e-04, eta: 1:48:29, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.9576, loss: 0.9576 2020-07-01 10:22:11,556 - mmaction - INFO - Epoch [88][100/835] lr: 1.125e-04, eta: 1:48:17, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.1488, loss: 1.1488 2020-07-01 10:22:23,454 - mmaction - INFO - Epoch [88][120/835] lr: 1.125e-04, eta: 1:48:05, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7958, top5_acc: 0.9208, loss_cls: 0.8988, loss: 0.8988 2020-07-01 10:22:35,387 - mmaction - INFO - Epoch [88][140/835] lr: 1.125e-04, eta: 1:47:53, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 0.9583, loss: 0.9583 2020-07-01 10:22:47,290 - mmaction - INFO - Epoch [88][160/835] lr: 1.125e-04, eta: 1:47:41, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9167, loss_cls: 0.9362, loss: 0.9362 2020-07-01 10:22:59,178 - mmaction - INFO - Epoch [88][180/835] lr: 1.125e-04, eta: 1:47:29, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8750, loss_cls: 1.0907, loss: 1.0907 2020-07-01 10:23:11,146 - mmaction - INFO - Epoch [88][200/835] lr: 1.125e-04, eta: 1:47:17, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8800, loss: 0.8800 2020-07-01 10:23:23,093 - mmaction - INFO - Epoch [88][220/835] lr: 1.125e-04, eta: 1:47:04, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8958, loss_cls: 1.1403, loss: 1.1403 2020-07-01 10:23:35,093 - mmaction - INFO - Epoch [88][240/835] lr: 1.125e-04, eta: 1:46:52, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.8125, top5_acc: 0.9292, loss_cls: 0.8736, loss: 0.8736 2020-07-01 10:23:46,996 - mmaction - INFO - Epoch [88][260/835] lr: 1.125e-04, eta: 1:46:40, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9208, loss_cls: 0.9611, loss: 0.9611 2020-07-01 10:23:58,944 - mmaction - INFO - Epoch [88][280/835] lr: 1.125e-04, eta: 1:46:28, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.0489, loss: 1.0489 2020-07-01 10:24:10,865 - mmaction - INFO - Epoch [88][300/835] lr: 1.125e-04, eta: 1:46:16, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9208, loss_cls: 0.9585, loss: 0.9585 2020-07-01 10:24:22,804 - mmaction - INFO - Epoch [88][320/835] lr: 1.125e-04, eta: 1:46:04, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.0571, loss: 1.0571 2020-07-01 10:24:34,734 - mmaction - INFO - Epoch [88][340/835] lr: 1.125e-04, eta: 1:45:52, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0958, loss: 1.0958 2020-07-01 10:24:49,391 - mmaction - INFO - Epoch [88][360/835] lr: 1.125e-04, eta: 1:45:40, time: 0.733, data_time: 0.036, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8792, loss_cls: 1.2411, loss: 1.2411 2020-07-01 10:25:01,302 - mmaction - INFO - Epoch [88][380/835] lr: 1.125e-04, eta: 1:45:28, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9083, loss_cls: 0.9334, loss: 0.9334 2020-07-01 10:25:13,215 - mmaction - INFO - Epoch [88][400/835] lr: 1.125e-04, eta: 1:45:16, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8875, loss_cls: 1.1044, loss: 1.1044 2020-07-01 10:25:25,176 - mmaction - INFO - Epoch [88][420/835] lr: 1.125e-04, eta: 1:45:04, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 1.0170, loss: 1.0170 2020-07-01 10:25:37,095 - mmaction - INFO - Epoch [88][440/835] lr: 1.125e-04, eta: 1:44:52, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.0864, loss: 1.0864 2020-07-01 10:25:48,994 - mmaction - INFO - Epoch [88][460/835] lr: 1.125e-04, eta: 1:44:40, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9333, loss_cls: 0.9389, loss: 0.9389 2020-07-01 10:26:00,951 - mmaction - INFO - Epoch [88][480/835] lr: 1.125e-04, eta: 1:44:28, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8875, loss_cls: 1.1901, loss: 1.1901 2020-07-01 10:26:12,859 - mmaction - INFO - Epoch [88][500/835] lr: 1.125e-04, eta: 1:44:15, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9250, loss_cls: 0.9626, loss: 0.9626 2020-07-01 10:26:24,819 - mmaction - INFO - Epoch [88][520/835] lr: 1.125e-04, eta: 1:44:03, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0055, loss: 1.0055 2020-07-01 10:26:36,722 - mmaction - INFO - Epoch [88][540/835] lr: 1.125e-04, eta: 1:43:51, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9000, loss_cls: 0.9308, loss: 0.9308 2020-07-01 10:26:48,673 - mmaction - INFO - Epoch [88][560/835] lr: 1.125e-04, eta: 1:43:39, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 1.0112, loss: 1.0112 2020-07-01 10:27:00,594 - mmaction - INFO - Epoch [88][580/835] lr: 1.125e-04, eta: 1:43:27, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9167, loss_cls: 0.9930, loss: 0.9930 2020-07-01 10:27:12,550 - mmaction - INFO - Epoch [88][600/835] lr: 1.125e-04, eta: 1:43:15, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9340, loss: 0.9340 2020-07-01 10:27:24,488 - mmaction - INFO - Epoch [88][620/835] lr: 1.125e-04, eta: 1:43:03, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1389, loss: 1.1389 2020-07-01 10:27:36,473 - mmaction - INFO - Epoch [88][640/835] lr: 1.125e-04, eta: 1:42:51, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2597, loss: 1.2597 2020-07-01 10:27:48,437 - mmaction - INFO - Epoch [88][660/835] lr: 1.125e-04, eta: 1:42:39, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9246, loss: 0.9246 2020-07-01 10:28:00,433 - mmaction - INFO - Epoch [88][680/835] lr: 1.125e-04, eta: 1:42:27, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8833, loss_cls: 1.1244, loss: 1.1244 2020-07-01 10:28:12,424 - mmaction - INFO - Epoch [88][700/835] lr: 1.125e-04, eta: 1:42:14, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.8000, top5_acc: 0.9292, loss_cls: 0.8708, loss: 0.8708 2020-07-01 10:28:24,343 - mmaction - INFO - Epoch [88][720/835] lr: 1.125e-04, eta: 1:42:02, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0092, loss: 1.0092 2020-07-01 10:28:36,273 - mmaction - INFO - Epoch [88][740/835] lr: 1.125e-04, eta: 1:41:50, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8708, loss_cls: 1.1531, loss: 1.1531 2020-07-01 10:28:48,328 - mmaction - INFO - Epoch [88][760/835] lr: 1.125e-04, eta: 1:41:38, time: 0.604, data_time: 0.007, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8875, loss_cls: 1.0547, loss: 1.0547 2020-07-01 10:29:00,281 - mmaction - INFO - Epoch [88][780/835] lr: 1.125e-04, eta: 1:41:26, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2272, loss: 1.2272 2020-07-01 10:29:12,199 - mmaction - INFO - Epoch [88][800/835] lr: 1.125e-04, eta: 1:41:14, time: 0.596, data_time: 0.005, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8958, loss_cls: 1.0497, loss: 1.0497 2020-07-01 10:29:24,326 - mmaction - INFO - Epoch [88][820/835] lr: 1.125e-04, eta: 1:41:02, time: 0.606, data_time: 0.014, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9504, loss: 0.9504 2020-07-01 10:29:58,087 - mmaction - INFO - Epoch [89][20/835] lr: 1.125e-04, eta: 1:40:41, time: 1.193, data_time: 0.588, memory: 8344, top1_acc: 0.7583, top5_acc: 0.8875, loss_cls: 1.1411, loss: 1.1411 2020-07-01 10:30:10,480 - mmaction - INFO - Epoch [89][40/835] lr: 1.125e-04, eta: 1:40:29, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.1806, loss: 1.1806 2020-07-01 10:30:22,423 - mmaction - INFO - Epoch [89][60/835] lr: 1.125e-04, eta: 1:40:17, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0291, loss: 1.0291 2020-07-01 10:30:34,336 - mmaction - INFO - Epoch [89][80/835] lr: 1.125e-04, eta: 1:40:05, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8833, loss_cls: 1.0447, loss: 1.0447 2020-07-01 10:30:46,237 - mmaction - INFO - Epoch [89][100/835] lr: 1.125e-04, eta: 1:39:53, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9000, loss_cls: 1.0279, loss: 1.0279 2020-07-01 10:30:58,129 - mmaction - INFO - Epoch [89][120/835] lr: 1.125e-04, eta: 1:39:41, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.8875, loss_cls: 1.0447, loss: 1.0447 2020-07-01 10:31:10,124 - mmaction - INFO - Epoch [89][140/835] lr: 1.125e-04, eta: 1:39:29, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.8042, top5_acc: 0.8958, loss_cls: 0.9403, loss: 0.9403 2020-07-01 10:31:22,084 - mmaction - INFO - Epoch [89][160/835] lr: 1.125e-04, eta: 1:39:16, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.2505, loss: 1.2505 2020-07-01 10:31:34,048 - mmaction - INFO - Epoch [89][180/835] lr: 1.125e-04, eta: 1:39:04, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9000, loss_cls: 1.0419, loss: 1.0419 2020-07-01 10:31:46,246 - mmaction - INFO - Epoch [89][200/835] lr: 1.125e-04, eta: 1:38:52, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8542, loss_cls: 1.2768, loss: 1.2768 2020-07-01 10:31:58,126 - mmaction - INFO - Epoch [89][220/835] lr: 1.125e-04, eta: 1:38:40, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7208, top5_acc: 0.9208, loss_cls: 1.0265, loss: 1.0265 2020-07-01 10:32:10,031 - mmaction - INFO - Epoch [89][240/835] lr: 1.125e-04, eta: 1:38:28, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8810, loss: 0.8810 2020-07-01 10:32:21,965 - mmaction - INFO - Epoch [89][260/835] lr: 1.125e-04, eta: 1:38:16, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1014, loss: 1.1014 2020-07-01 10:32:33,830 - mmaction - INFO - Epoch [89][280/835] lr: 1.125e-04, eta: 1:38:04, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1519, loss: 1.1519 2020-07-01 10:32:45,792 - mmaction - INFO - Epoch [89][300/835] lr: 1.125e-04, eta: 1:37:52, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9208, loss_cls: 1.0149, loss: 1.0149 2020-07-01 10:32:57,652 - mmaction - INFO - Epoch [89][320/835] lr: 1.125e-04, eta: 1:37:40, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.1166, loss: 1.1166 2020-07-01 10:33:09,520 - mmaction - INFO - Epoch [89][340/835] lr: 1.125e-04, eta: 1:37:27, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9042, loss_cls: 1.1433, loss: 1.1433 2020-07-01 10:33:21,402 - mmaction - INFO - Epoch [89][360/835] lr: 1.125e-04, eta: 1:37:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.0958, loss: 1.0958 2020-07-01 10:33:33,396 - mmaction - INFO - Epoch [89][380/835] lr: 1.125e-04, eta: 1:37:03, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8833, loss_cls: 1.1241, loss: 1.1241 2020-07-01 10:33:45,328 - mmaction - INFO - Epoch [89][400/835] lr: 1.125e-04, eta: 1:36:51, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7708, top5_acc: 0.9167, loss_cls: 1.0943, loss: 1.0943 2020-07-01 10:33:57,281 - mmaction - INFO - Epoch [89][420/835] lr: 1.125e-04, eta: 1:36:39, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8750, loss_cls: 1.1326, loss: 1.1326 2020-07-01 10:34:09,158 - mmaction - INFO - Epoch [89][440/835] lr: 1.125e-04, eta: 1:36:27, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0655, loss: 1.0655 2020-07-01 10:34:21,071 - mmaction - INFO - Epoch [89][460/835] lr: 1.125e-04, eta: 1:36:15, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 0.8874, loss: 0.8874 2020-07-01 10:34:32,976 - mmaction - INFO - Epoch [89][480/835] lr: 1.125e-04, eta: 1:36:03, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9083, loss_cls: 0.9721, loss: 0.9721 2020-07-01 10:34:44,899 - mmaction - INFO - Epoch [89][500/835] lr: 1.125e-04, eta: 1:35:51, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9208, loss_cls: 0.9446, loss: 0.9446 2020-07-01 10:34:56,867 - mmaction - INFO - Epoch [89][520/835] lr: 1.125e-04, eta: 1:35:39, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9208, loss_cls: 1.0296, loss: 1.0296 2020-07-01 10:35:08,809 - mmaction - INFO - Epoch [89][540/835] lr: 1.125e-04, eta: 1:35:26, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 0.9825, loss: 0.9825 2020-07-01 10:35:20,767 - mmaction - INFO - Epoch [89][560/835] lr: 1.125e-04, eta: 1:35:14, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8583, loss_cls: 1.2136, loss: 1.2136 2020-07-01 10:35:32,675 - mmaction - INFO - Epoch [89][580/835] lr: 1.125e-04, eta: 1:35:02, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8667, loss_cls: 1.1921, loss: 1.1921 2020-07-01 10:35:44,519 - mmaction - INFO - Epoch [89][600/835] lr: 1.125e-04, eta: 1:34:50, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0063, loss: 1.0063 2020-07-01 10:35:56,467 - mmaction - INFO - Epoch [89][620/835] lr: 1.125e-04, eta: 1:34:38, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8875, loss_cls: 1.0979, loss: 1.0979 2020-07-01 10:36:08,391 - mmaction - INFO - Epoch [89][640/835] lr: 1.125e-04, eta: 1:34:26, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7542, top5_acc: 0.9000, loss_cls: 0.9990, loss: 0.9990 2020-07-01 10:36:20,320 - mmaction - INFO - Epoch [89][660/835] lr: 1.125e-04, eta: 1:34:14, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9042, loss_cls: 1.0524, loss: 1.0524 2020-07-01 10:36:32,211 - mmaction - INFO - Epoch [89][680/835] lr: 1.125e-04, eta: 1:34:02, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8833, loss_cls: 1.0760, loss: 1.0760 2020-07-01 10:36:44,118 - mmaction - INFO - Epoch [89][700/835] lr: 1.125e-04, eta: 1:33:50, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1281, loss: 1.1281 2020-07-01 10:36:56,049 - mmaction - INFO - Epoch [89][720/835] lr: 1.125e-04, eta: 1:33:38, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7417, top5_acc: 0.9333, loss_cls: 0.9054, loss: 0.9054 2020-07-01 10:37:07,977 - mmaction - INFO - Epoch [89][740/835] lr: 1.125e-04, eta: 1:33:25, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.2083, loss: 1.2083 2020-07-01 10:37:19,846 - mmaction - INFO - Epoch [89][760/835] lr: 1.125e-04, eta: 1:33:13, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9207, loss: 0.9207 2020-07-01 10:37:31,793 - mmaction - INFO - Epoch [89][780/835] lr: 1.125e-04, eta: 1:33:01, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 0.9707, loss: 0.9707 2020-07-01 10:37:43,648 - mmaction - INFO - Epoch [89][800/835] lr: 1.125e-04, eta: 1:32:49, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.0978, loss: 1.0978 2020-07-01 10:37:55,561 - mmaction - INFO - Epoch [89][820/835] lr: 1.125e-04, eta: 1:32:37, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0242, loss: 1.0242 2020-07-01 10:38:29,479 - mmaction - INFO - Epoch [90][20/835] lr: 1.125e-04, eta: 1:32:16, time: 1.215, data_time: 0.608, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9250, loss_cls: 0.9424, loss: 0.9424 2020-07-01 10:38:41,371 - mmaction - INFO - Epoch [90][40/835] lr: 1.125e-04, eta: 1:32:04, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8625, loss_cls: 1.2105, loss: 1.2105 2020-07-01 10:38:53,254 - mmaction - INFO - Epoch [90][60/835] lr: 1.125e-04, eta: 1:31:52, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0114, loss: 1.0114 2020-07-01 10:39:05,245 - mmaction - INFO - Epoch [90][80/835] lr: 1.125e-04, eta: 1:31:40, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0806, loss: 1.0806 2020-07-01 10:39:17,169 - mmaction - INFO - Epoch [90][100/835] lr: 1.125e-04, eta: 1:31:28, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7750, top5_acc: 0.8917, loss_cls: 1.0533, loss: 1.0533 2020-07-01 10:39:29,061 - mmaction - INFO - Epoch [90][120/835] lr: 1.125e-04, eta: 1:31:16, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8792, loss_cls: 1.1117, loss: 1.1117 2020-07-01 10:39:40,990 - mmaction - INFO - Epoch [90][140/835] lr: 1.125e-04, eta: 1:31:04, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1273, loss: 1.1273 2020-07-01 10:39:52,916 - mmaction - INFO - Epoch [90][160/835] lr: 1.125e-04, eta: 1:30:52, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1379, loss: 1.1379 2020-07-01 10:40:04,847 - mmaction - INFO - Epoch [90][180/835] lr: 1.125e-04, eta: 1:30:39, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7833, top5_acc: 0.9250, loss_cls: 0.8814, loss: 0.8814 2020-07-01 10:40:16,821 - mmaction - INFO - Epoch [90][200/835] lr: 1.125e-04, eta: 1:30:27, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1558, loss: 1.1558 2020-07-01 10:40:28,697 - mmaction - INFO - Epoch [90][220/835] lr: 1.125e-04, eta: 1:30:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9715, loss: 0.9715 2020-07-01 10:40:40,534 - mmaction - INFO - Epoch [90][240/835] lr: 1.125e-04, eta: 1:30:03, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7292, top5_acc: 0.9167, loss_cls: 1.0180, loss: 1.0180 2020-07-01 10:40:52,426 - mmaction - INFO - Epoch [90][260/835] lr: 1.125e-04, eta: 1:29:51, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9375, loss_cls: 0.9096, loss: 0.9096 2020-07-01 10:41:04,372 - mmaction - INFO - Epoch [90][280/835] lr: 1.125e-04, eta: 1:29:39, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 1.0271, loss: 1.0271 2020-07-01 10:41:16,309 - mmaction - INFO - Epoch [90][300/835] lr: 1.125e-04, eta: 1:29:27, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1716, loss: 1.1716 2020-07-01 10:41:28,243 - mmaction - INFO - Epoch [90][320/835] lr: 1.125e-04, eta: 1:29:15, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.1227, loss: 1.1227 2020-07-01 10:41:40,142 - mmaction - INFO - Epoch [90][340/835] lr: 1.125e-04, eta: 1:29:03, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9083, loss_cls: 0.9098, loss: 0.9098 2020-07-01 10:41:52,085 - mmaction - INFO - Epoch [90][360/835] lr: 1.125e-04, eta: 1:28:51, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7667, top5_acc: 0.8958, loss_cls: 1.0741, loss: 1.0741 2020-07-01 10:42:03,999 - mmaction - INFO - Epoch [90][380/835] lr: 1.125e-04, eta: 1:28:38, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7458, top5_acc: 0.9125, loss_cls: 0.9963, loss: 0.9963 2020-07-01 10:42:15,913 - mmaction - INFO - Epoch [90][400/835] lr: 1.125e-04, eta: 1:28:26, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.1973, loss: 1.1973 2020-07-01 10:42:27,848 - mmaction - INFO - Epoch [90][420/835] lr: 1.125e-04, eta: 1:28:14, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.9125, loss_cls: 1.0481, loss: 1.0481 2020-07-01 10:42:39,807 - mmaction - INFO - Epoch [90][440/835] lr: 1.125e-04, eta: 1:28:02, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6792, top5_acc: 0.8625, loss_cls: 1.2992, loss: 1.2992 2020-07-01 10:42:51,764 - mmaction - INFO - Epoch [90][460/835] lr: 1.125e-04, eta: 1:27:50, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7042, top5_acc: 0.8458, loss_cls: 1.3080, loss: 1.3080 2020-07-01 10:43:03,746 - mmaction - INFO - Epoch [90][480/835] lr: 1.125e-04, eta: 1:27:38, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1647, loss: 1.1647 2020-07-01 10:43:15,671 - mmaction - INFO - Epoch [90][500/835] lr: 1.125e-04, eta: 1:27:26, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 1.0422, loss: 1.0422 2020-07-01 10:43:27,609 - mmaction - INFO - Epoch [90][520/835] lr: 1.125e-04, eta: 1:27:14, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.1251, loss: 1.1251 2020-07-01 10:43:39,570 - mmaction - INFO - Epoch [90][540/835] lr: 1.125e-04, eta: 1:27:02, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0524, loss: 1.0524 2020-07-01 10:43:51,493 - mmaction - INFO - Epoch [90][560/835] lr: 1.125e-04, eta: 1:26:50, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7167, top5_acc: 0.8708, loss_cls: 1.2085, loss: 1.2085 2020-07-01 10:44:03,435 - mmaction - INFO - Epoch [90][580/835] lr: 1.125e-04, eta: 1:26:37, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8667, loss_cls: 1.1083, loss: 1.1083 2020-07-01 10:44:15,309 - mmaction - INFO - Epoch [90][600/835] lr: 1.125e-04, eta: 1:26:25, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1073, loss: 1.1073 2020-07-01 10:44:27,210 - mmaction - INFO - Epoch [90][620/835] lr: 1.125e-04, eta: 1:26:13, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8792, loss_cls: 1.1268, loss: 1.1268 2020-07-01 10:44:39,180 - mmaction - INFO - Epoch [90][640/835] lr: 1.125e-04, eta: 1:26:01, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7333, top5_acc: 0.8833, loss_cls: 1.1950, loss: 1.1950 2020-07-01 10:44:51,116 - mmaction - INFO - Epoch [90][660/835] lr: 1.125e-04, eta: 1:25:49, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7208, top5_acc: 0.8542, loss_cls: 1.2067, loss: 1.2067 2020-07-01 10:45:03,090 - mmaction - INFO - Epoch [90][680/835] lr: 1.125e-04, eta: 1:25:37, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.1109, loss: 1.1109 2020-07-01 10:45:14,997 - mmaction - INFO - Epoch [90][700/835] lr: 1.125e-04, eta: 1:25:25, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7458, top5_acc: 0.8875, loss_cls: 1.1829, loss: 1.1829 2020-07-01 10:45:26,974 - mmaction - INFO - Epoch [90][720/835] lr: 1.125e-04, eta: 1:25:13, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.0926, loss: 1.0926 2020-07-01 10:45:38,868 - mmaction - INFO - Epoch [90][740/835] lr: 1.125e-04, eta: 1:25:01, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7542, top5_acc: 0.8625, loss_cls: 1.1013, loss: 1.1013 2020-07-01 10:45:50,821 - mmaction - INFO - Epoch [90][760/835] lr: 1.125e-04, eta: 1:24:49, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7792, top5_acc: 0.9167, loss_cls: 0.9324, loss: 0.9324 2020-07-01 10:46:02,770 - mmaction - INFO - Epoch [90][780/835] lr: 1.125e-04, eta: 1:24:36, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9846, loss: 0.9846 2020-07-01 10:46:14,651 - mmaction - INFO - Epoch [90][800/835] lr: 1.125e-04, eta: 1:24:24, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7625, top5_acc: 0.9083, loss_cls: 1.0358, loss: 1.0358 2020-07-01 10:46:26,584 - mmaction - INFO - Epoch [90][820/835] lr: 1.125e-04, eta: 1:24:12, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.9167, loss_cls: 1.0585, loss: 1.0585 2020-07-01 10:46:37,390 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-07-01 10:47:17,194 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 10:47:18,124 - mmaction - INFO - top1_acc 0.7100 top5_acc 0.8953 2020-07-01 10:47:18,125 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 10:47:18,175 - mmaction - INFO - mean_acc 0.7100 2020-07-01 10:47:18,182 - mmaction - INFO - Epoch [90][835/835] lr: 1.125e-04, top1_acc: 0.7100, top5_acc: 0.8953, mean_class_accuracy: 0.7100 2020-07-01 13:16:07,647 - mmaction - INFO - Epoch [91][20/835] lr: 1.125e-04, eta: 3:21:14, time: 1.449, data_time: 0.634, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2437, loss: 1.2437 2020-07-01 13:16:19,579 - mmaction - INFO - Epoch [91][40/835] lr: 1.125e-04, eta: 2:21:42, time: 0.597, data_time: 0.002, memory: 8346, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.1041, loss: 1.1041 2020-07-01 13:16:31,518 - mmaction - INFO - Epoch [91][60/835] lr: 1.125e-04, eta: 2:01:42, time: 0.596, data_time: 0.001, memory: 8346, top1_acc: 0.7708, top5_acc: 0.8958, loss_cls: 1.0581, loss: 1.0581 2020-07-01 13:16:43,523 - mmaction - INFO - Epoch [91][80/835] lr: 1.125e-04, eta: 1:51:46, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.1239, loss: 1.1239 2020-07-01 13:16:55,616 - mmaction - INFO - Epoch [91][100/835] lr: 1.125e-04, eta: 1:45:49, time: 0.605, data_time: 0.005, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9167, loss_cls: 0.9682, loss: 0.9682 2020-07-01 13:17:07,674 - mmaction - INFO - Epoch [91][120/835] lr: 1.125e-04, eta: 1:41:45, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.0804, loss: 1.0804 2020-07-01 13:17:19,777 - mmaction - INFO - Epoch [91][140/835] lr: 1.125e-04, eta: 1:38:49, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7458, top5_acc: 0.9292, loss_cls: 0.9298, loss: 0.9298 2020-07-01 13:17:31,747 - mmaction - INFO - Epoch [91][160/835] lr: 1.125e-04, eta: 1:36:28, time: 0.598, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1194, loss: 1.1194 2020-07-01 13:17:43,811 - mmaction - INFO - Epoch [91][180/835] lr: 1.125e-04, eta: 1:34:40, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0893, loss: 1.0893 2020-07-01 13:17:55,800 - mmaction - INFO - Epoch [91][200/835] lr: 1.125e-04, eta: 1:33:08, time: 0.599, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.9083, loss_cls: 1.0325, loss: 1.0325 2020-07-01 13:18:07,861 - mmaction - INFO - Epoch [91][220/835] lr: 1.125e-04, eta: 1:31:53, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9333, loss_cls: 0.8934, loss: 0.8934 2020-07-01 13:18:19,947 - mmaction - INFO - Epoch [91][240/835] lr: 1.125e-04, eta: 1:30:49, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.0168, loss: 1.0168 2020-07-01 13:18:31,953 - mmaction - INFO - Epoch [91][260/835] lr: 1.125e-04, eta: 1:29:52, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.0659, loss: 1.0659 2020-07-01 13:18:44,039 - mmaction - INFO - Epoch [91][280/835] lr: 1.125e-04, eta: 1:29:02, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 1.0134, loss: 1.0134 2020-07-01 13:18:56,092 - mmaction - INFO - Epoch [91][300/835] lr: 1.125e-04, eta: 1:28:17, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7833, top5_acc: 0.9333, loss_cls: 0.9935, loss: 0.9935 2020-07-01 13:19:08,155 - mmaction - INFO - Epoch [91][320/835] lr: 1.125e-04, eta: 1:27:36, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.6958, top5_acc: 0.8667, loss_cls: 1.2035, loss: 1.2035 2020-07-01 13:19:20,199 - mmaction - INFO - Epoch [91][340/835] lr: 1.125e-04, eta: 1:26:59, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8792, loss_cls: 1.0914, loss: 1.0914 2020-07-01 13:19:32,260 - mmaction - INFO - Epoch [91][360/835] lr: 1.125e-04, eta: 1:26:24, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 0.9661, loss: 0.9661 2020-07-01 13:19:44,362 - mmaction - INFO - Epoch [91][380/835] lr: 1.125e-04, eta: 1:25:53, time: 0.606, data_time: 0.003, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8625, loss_cls: 1.1033, loss: 1.1033 2020-07-01 13:19:56,431 - mmaction - INFO - Epoch [91][400/835] lr: 1.125e-04, eta: 1:25:23, time: 0.603, data_time: 0.000, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9333, loss_cls: 0.9270, loss: 0.9270 2020-07-01 13:20:08,458 - mmaction - INFO - Epoch [91][420/835] lr: 1.125e-04, eta: 1:24:54, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8792, loss_cls: 1.0949, loss: 1.0949 2020-07-01 13:20:20,546 - mmaction - INFO - Epoch [91][440/835] lr: 1.125e-04, eta: 1:24:27, time: 0.603, data_time: 0.000, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 0.9797, loss: 0.9797 2020-07-01 13:20:32,563 - mmaction - INFO - Epoch [91][460/835] lr: 1.125e-04, eta: 1:24:01, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7167, top5_acc: 0.9167, loss_cls: 1.0394, loss: 1.0394 2020-07-01 13:20:44,588 - mmaction - INFO - Epoch [91][480/835] lr: 1.125e-04, eta: 1:23:35, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1638, loss: 1.1638 2020-07-01 13:20:56,672 - mmaction - INFO - Epoch [91][500/835] lr: 1.125e-04, eta: 1:23:12, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8500, loss_cls: 1.2763, loss: 1.2763 2020-07-01 13:21:08,731 - mmaction - INFO - Epoch [91][520/835] lr: 1.125e-04, eta: 1:22:49, time: 0.603, data_time: 0.003, memory: 8346, top1_acc: 0.7667, top5_acc: 0.8958, loss_cls: 0.9937, loss: 0.9937 2020-07-01 13:21:20,781 - mmaction - INFO - Epoch [91][540/835] lr: 1.125e-04, eta: 1:22:27, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.2383, loss: 1.2383 2020-07-01 13:21:32,883 - mmaction - INFO - Epoch [91][560/835] lr: 1.125e-04, eta: 1:22:07, time: 0.605, data_time: 0.003, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.1246, loss: 1.1246 2020-07-01 13:21:44,975 - mmaction - INFO - Epoch [91][580/835] lr: 1.125e-04, eta: 1:21:47, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.0679, loss: 1.0679 2020-07-01 13:21:56,995 - mmaction - INFO - Epoch [91][600/835] lr: 1.125e-04, eta: 1:21:26, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.6792, top5_acc: 0.8667, loss_cls: 1.2169, loss: 1.2169 2020-07-01 13:22:09,052 - mmaction - INFO - Epoch [91][620/835] lr: 1.125e-04, eta: 1:21:07, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9125, loss_cls: 1.0153, loss: 1.0153 2020-07-01 13:22:21,140 - mmaction - INFO - Epoch [91][640/835] lr: 1.125e-04, eta: 1:20:48, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0894, loss: 1.0894 2020-07-01 13:22:33,132 - mmaction - INFO - Epoch [91][660/835] lr: 1.125e-04, eta: 1:20:29, time: 0.599, data_time: 0.001, memory: 8346, top1_acc: 0.7583, top5_acc: 0.8958, loss_cls: 1.0320, loss: 1.0320 2020-07-01 13:22:45,196 - mmaction - INFO - Epoch [91][680/835] lr: 1.125e-04, eta: 1:20:10, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.3174, loss: 1.3174 2020-07-01 13:22:57,284 - mmaction - INFO - Epoch [91][700/835] lr: 1.125e-04, eta: 1:19:53, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.0831, loss: 1.0831 2020-07-01 13:23:09,347 - mmaction - INFO - Epoch [91][720/835] lr: 1.125e-04, eta: 1:19:35, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8625, loss_cls: 1.1175, loss: 1.1175 2020-07-01 13:23:21,435 - mmaction - INFO - Epoch [91][740/835] lr: 1.125e-04, eta: 1:19:19, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8708, loss_cls: 1.1026, loss: 1.1026 2020-07-01 13:23:33,506 - mmaction - INFO - Epoch [91][760/835] lr: 1.125e-04, eta: 1:19:02, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.9533, loss: 0.9533 2020-07-01 13:23:45,515 - mmaction - INFO - Epoch [91][780/835] lr: 1.125e-04, eta: 1:18:45, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7708, top5_acc: 0.9042, loss_cls: 1.0533, loss: 1.0533 2020-07-01 13:23:57,575 - mmaction - INFO - Epoch [91][800/835] lr: 1.125e-04, eta: 1:18:28, time: 0.603, data_time: 0.000, memory: 8346, top1_acc: 0.6875, top5_acc: 0.9083, loss_cls: 1.1003, loss: 1.1003 2020-07-01 13:24:09,791 - mmaction - INFO - Epoch [91][820/835] lr: 1.125e-04, eta: 1:18:13, time: 0.610, data_time: 0.001, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0146, loss: 1.0146 2020-07-01 13:24:45,977 - mmaction - INFO - Epoch [92][20/835] lr: 1.125e-04, eta: 1:18:27, time: 1.293, data_time: 0.678, memory: 8346, top1_acc: 0.7917, top5_acc: 0.9292, loss_cls: 0.8833, loss: 0.8833 2020-07-01 13:24:58,073 - mmaction - INFO - Epoch [92][40/835] lr: 1.125e-04, eta: 1:18:10, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8833, loss_cls: 1.1380, loss: 1.1380 2020-07-01 13:25:10,141 - mmaction - INFO - Epoch [92][60/835] lr: 1.125e-04, eta: 1:17:54, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8542, loss_cls: 1.3131, loss: 1.3131 2020-07-01 13:25:22,202 - mmaction - INFO - Epoch [92][80/835] lr: 1.125e-04, eta: 1:17:37, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.8125, top5_acc: 0.9125, loss_cls: 0.9245, loss: 0.9245 2020-07-01 13:25:34,233 - mmaction - INFO - Epoch [92][100/835] lr: 1.125e-04, eta: 1:17:21, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9083, loss_cls: 1.0419, loss: 1.0419 2020-07-01 13:25:46,260 - mmaction - INFO - Epoch [92][120/835] lr: 1.125e-04, eta: 1:17:04, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.0972, loss: 1.0972 2020-07-01 13:25:58,305 - mmaction - INFO - Epoch [92][140/835] lr: 1.125e-04, eta: 1:16:48, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 0.9686, loss: 0.9686 2020-07-01 13:26:10,405 - mmaction - INFO - Epoch [92][160/835] lr: 1.125e-04, eta: 1:16:33, time: 0.604, data_time: 0.000, memory: 8346, top1_acc: 0.7417, top5_acc: 0.9208, loss_cls: 0.9608, loss: 0.9608 2020-07-01 13:26:22,571 - mmaction - INFO - Epoch [92][180/835] lr: 1.125e-04, eta: 1:16:18, time: 0.607, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0438, loss: 1.0438 2020-07-01 13:26:34,642 - mmaction - INFO - Epoch [92][200/835] lr: 1.125e-04, eta: 1:16:03, time: 0.605, data_time: 0.003, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2147, loss: 1.2147 2020-07-01 13:26:46,740 - mmaction - INFO - Epoch [92][220/835] lr: 1.125e-04, eta: 1:15:48, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.2117, loss: 1.2117 2020-07-01 13:26:58,782 - mmaction - INFO - Epoch [92][240/835] lr: 1.125e-04, eta: 1:15:32, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8375, loss_cls: 1.2875, loss: 1.2875 2020-07-01 13:27:10,886 - mmaction - INFO - Epoch [92][260/835] lr: 1.125e-04, eta: 1:15:17, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7708, top5_acc: 0.8958, loss_cls: 0.9666, loss: 0.9666 2020-07-01 13:27:22,920 - mmaction - INFO - Epoch [92][280/835] lr: 1.125e-04, eta: 1:15:02, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9042, loss_cls: 1.0265, loss: 1.0265 2020-07-01 13:27:34,942 - mmaction - INFO - Epoch [92][300/835] lr: 1.125e-04, eta: 1:14:47, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.8000, top5_acc: 0.9417, loss_cls: 0.7550, loss: 0.7550 2020-07-01 13:27:47,099 - mmaction - INFO - Epoch [92][320/835] lr: 1.125e-04, eta: 1:14:33, time: 0.608, data_time: 0.001, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9000, loss_cls: 1.0230, loss: 1.0230 2020-07-01 13:27:59,222 - mmaction - INFO - Epoch [92][340/835] lr: 1.125e-04, eta: 1:14:18, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.1080, loss: 1.1080 2020-07-01 13:28:11,307 - mmaction - INFO - Epoch [92][360/835] lr: 1.125e-04, eta: 1:14:04, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8667, loss_cls: 1.1025, loss: 1.1025 2020-07-01 13:28:23,306 - mmaction - INFO - Epoch [92][380/835] lr: 1.125e-04, eta: 1:13:49, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.8708, loss_cls: 1.1786, loss: 1.1786 2020-07-01 13:28:35,400 - mmaction - INFO - Epoch [92][400/835] lr: 1.125e-04, eta: 1:13:35, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8625, loss_cls: 1.1529, loss: 1.1529 2020-07-01 13:28:47,502 - mmaction - INFO - Epoch [92][420/835] lr: 1.125e-04, eta: 1:13:20, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.0705, loss: 1.0705 2020-07-01 13:28:59,662 - mmaction - INFO - Epoch [92][440/835] lr: 1.125e-04, eta: 1:13:07, time: 0.610, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.1430, loss: 1.1430 2020-07-01 13:29:11,784 - mmaction - INFO - Epoch [92][460/835] lr: 1.125e-04, eta: 1:12:53, time: 0.604, data_time: 0.000, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9042, loss_cls: 0.9919, loss: 0.9919 2020-07-01 13:29:23,871 - mmaction - INFO - Epoch [92][480/835] lr: 1.125e-04, eta: 1:12:39, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1756, loss: 1.1756 2020-07-01 13:29:36,105 - mmaction - INFO - Epoch [92][500/835] lr: 1.125e-04, eta: 1:12:26, time: 0.612, data_time: 0.001, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.1585, loss: 1.1585 2020-07-01 13:29:48,289 - mmaction - INFO - Epoch [92][520/835] lr: 1.125e-04, eta: 1:12:12, time: 0.610, data_time: 0.009, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9077, loss: 0.9077 2020-07-01 13:30:00,415 - mmaction - INFO - Epoch [92][540/835] lr: 1.125e-04, eta: 1:11:58, time: 0.606, data_time: 0.005, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9333, loss_cls: 0.9100, loss: 0.9100 2020-07-01 13:30:12,487 - mmaction - INFO - Epoch [92][560/835] lr: 1.125e-04, eta: 1:11:44, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 0.9993, loss: 0.9993 2020-07-01 13:30:24,560 - mmaction - INFO - Epoch [92][580/835] lr: 1.125e-04, eta: 1:11:31, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1900, loss: 1.1900 2020-07-01 13:30:36,569 - mmaction - INFO - Epoch [92][600/835] lr: 1.125e-04, eta: 1:11:16, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.1730, loss: 1.1730 2020-07-01 13:30:48,680 - mmaction - INFO - Epoch [92][620/835] lr: 1.125e-04, eta: 1:11:03, time: 0.606, data_time: 0.001, memory: 8346, top1_acc: 0.7167, top5_acc: 0.9125, loss_cls: 1.0505, loss: 1.0505 2020-07-01 13:31:00,783 - mmaction - INFO - Epoch [92][640/835] lr: 1.125e-04, eta: 1:10:49, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7000, top5_acc: 0.8542, loss_cls: 1.2898, loss: 1.2898 2020-07-01 13:31:12,852 - mmaction - INFO - Epoch [92][660/835] lr: 1.125e-04, eta: 1:10:36, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9250, loss_cls: 0.9539, loss: 0.9539 2020-07-01 13:31:24,957 - mmaction - INFO - Epoch [92][680/835] lr: 1.125e-04, eta: 1:10:22, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9083, loss_cls: 1.0127, loss: 1.0127 2020-07-01 13:31:37,080 - mmaction - INFO - Epoch [92][700/835] lr: 1.125e-04, eta: 1:10:09, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8625, loss_cls: 1.2267, loss: 1.2267 2020-07-01 13:31:49,131 - mmaction - INFO - Epoch [92][720/835] lr: 1.125e-04, eta: 1:09:55, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.6833, top5_acc: 0.8750, loss_cls: 1.2636, loss: 1.2636 2020-07-01 13:32:01,138 - mmaction - INFO - Epoch [92][740/835] lr: 1.125e-04, eta: 1:09:41, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.1575, loss: 1.1575 2020-07-01 13:32:13,248 - mmaction - INFO - Epoch [92][760/835] lr: 1.125e-04, eta: 1:09:28, time: 0.606, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.9250, loss_cls: 0.9875, loss: 0.9875 2020-07-01 13:32:26,103 - mmaction - INFO - Epoch [92][780/835] lr: 1.125e-04, eta: 1:09:18, time: 0.643, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8625, loss_cls: 1.0787, loss: 1.0787 2020-07-01 13:32:38,290 - mmaction - INFO - Epoch [92][800/835] lr: 1.125e-04, eta: 1:09:05, time: 0.609, data_time: 0.001, memory: 8346, top1_acc: 0.6917, top5_acc: 0.8500, loss_cls: 1.3500, loss: 1.3500 2020-07-01 13:32:50,452 - mmaction - INFO - Epoch [92][820/835] lr: 1.125e-04, eta: 1:08:52, time: 0.608, data_time: 0.004, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 0.9947, loss: 0.9947 2020-07-01 13:33:27,280 - mmaction - INFO - Epoch [93][20/835] lr: 1.125e-04, eta: 1:08:50, time: 1.337, data_time: 0.714, memory: 8346, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 0.9655, loss: 0.9655 2020-07-01 13:33:39,262 - mmaction - INFO - Epoch [93][40/835] lr: 1.125e-04, eta: 1:08:36, time: 0.599, data_time: 0.001, memory: 8346, top1_acc: 0.7000, top5_acc: 0.9083, loss_cls: 1.1836, loss: 1.1836 2020-07-01 13:33:51,326 - mmaction - INFO - Epoch [93][60/835] lr: 1.125e-04, eta: 1:08:22, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8542, loss_cls: 1.1315, loss: 1.1315 2020-07-01 13:34:03,417 - mmaction - INFO - Epoch [93][80/835] lr: 1.125e-04, eta: 1:08:09, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7000, top5_acc: 0.9083, loss_cls: 1.1217, loss: 1.1217 2020-07-01 13:34:15,449 - mmaction - INFO - Epoch [93][100/835] lr: 1.125e-04, eta: 1:07:55, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8958, loss_cls: 1.0643, loss: 1.0643 2020-07-01 13:34:27,501 - mmaction - INFO - Epoch [93][120/835] lr: 1.125e-04, eta: 1:07:42, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9000, loss_cls: 1.0257, loss: 1.0257 2020-07-01 13:34:39,590 - mmaction - INFO - Epoch [93][140/835] lr: 1.125e-04, eta: 1:07:28, time: 0.604, data_time: 0.003, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8833, loss_cls: 1.1090, loss: 1.1090 2020-07-01 13:34:51,647 - mmaction - INFO - Epoch [93][160/835] lr: 1.125e-04, eta: 1:07:15, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7333, top5_acc: 0.8833, loss_cls: 1.1703, loss: 1.1703 2020-07-01 13:35:03,728 - mmaction - INFO - Epoch [93][180/835] lr: 1.125e-04, eta: 1:07:01, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7417, top5_acc: 0.9250, loss_cls: 1.0269, loss: 1.0269 2020-07-01 13:35:15,860 - mmaction - INFO - Epoch [93][200/835] lr: 1.125e-04, eta: 1:06:48, time: 0.608, data_time: 0.003, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 1.0194, loss: 1.0194 2020-07-01 13:35:27,945 - mmaction - INFO - Epoch [93][220/835] lr: 1.125e-04, eta: 1:06:35, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 1.0003, loss: 1.0003 2020-07-01 13:35:39,938 - mmaction - INFO - Epoch [93][240/835] lr: 1.125e-04, eta: 1:06:21, time: 0.599, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2309, loss: 1.2309 2020-07-01 13:35:51,979 - mmaction - INFO - Epoch [93][260/835] lr: 1.125e-04, eta: 1:06:07, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.1888, loss: 1.1888 2020-07-01 13:36:04,061 - mmaction - INFO - Epoch [93][280/835] lr: 1.125e-04, eta: 1:05:54, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9292, loss_cls: 0.9460, loss: 0.9460 2020-07-01 13:36:16,202 - mmaction - INFO - Epoch [93][300/835] lr: 1.125e-04, eta: 1:05:41, time: 0.607, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8792, loss_cls: 1.1020, loss: 1.1020 2020-07-01 13:36:28,250 - mmaction - INFO - Epoch [93][320/835] lr: 1.125e-04, eta: 1:05:28, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8875, loss_cls: 1.0792, loss: 1.0792 2020-07-01 13:36:40,296 - mmaction - INFO - Epoch [93][340/835] lr: 1.125e-04, eta: 1:05:14, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.0813, loss: 1.0813 2020-07-01 13:36:52,319 - mmaction - INFO - Epoch [93][360/835] lr: 1.125e-04, eta: 1:05:01, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.6875, top5_acc: 0.8917, loss_cls: 1.1690, loss: 1.1690 2020-07-01 13:37:04,387 - mmaction - INFO - Epoch [93][380/835] lr: 1.125e-04, eta: 1:04:48, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.9250, loss_cls: 0.9257, loss: 0.9257 2020-07-01 13:37:16,437 - mmaction - INFO - Epoch [93][400/835] lr: 1.125e-04, eta: 1:04:35, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7042, top5_acc: 0.8542, loss_cls: 1.2419, loss: 1.2419 2020-07-01 13:37:28,489 - mmaction - INFO - Epoch [93][420/835] lr: 1.125e-04, eta: 1:04:21, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9042, loss_cls: 0.9427, loss: 0.9427 2020-07-01 13:37:40,564 - mmaction - INFO - Epoch [93][440/835] lr: 1.125e-04, eta: 1:04:08, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0977, loss: 1.0977 2020-07-01 13:37:52,720 - mmaction - INFO - Epoch [93][460/835] lr: 1.125e-04, eta: 1:03:55, time: 0.607, data_time: 0.002, memory: 8346, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 0.9550, loss: 0.9550 2020-07-01 13:38:04,807 - mmaction - INFO - Epoch [93][480/835] lr: 1.125e-04, eta: 1:03:42, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.0669, loss: 1.0669 2020-07-01 13:38:16,846 - mmaction - INFO - Epoch [93][500/835] lr: 1.125e-04, eta: 1:03:29, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0108, loss: 1.0108 2020-07-01 13:38:28,872 - mmaction - INFO - Epoch [93][520/835] lr: 1.125e-04, eta: 1:03:16, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0273, loss: 1.0273 2020-07-01 13:38:41,003 - mmaction - INFO - Epoch [93][540/835] lr: 1.125e-04, eta: 1:03:03, time: 0.606, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0139, loss: 1.0139 2020-07-01 13:38:53,113 - mmaction - INFO - Epoch [93][560/835] lr: 1.125e-04, eta: 1:02:50, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9042, loss_cls: 0.9533, loss: 0.9533 2020-07-01 13:39:05,185 - mmaction - INFO - Epoch [93][580/835] lr: 1.125e-04, eta: 1:02:37, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8792, loss_cls: 1.1131, loss: 1.1131 2020-07-01 13:39:17,275 - mmaction - INFO - Epoch [93][600/835] lr: 1.125e-04, eta: 1:02:24, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9250, loss_cls: 0.9930, loss: 0.9930 2020-07-01 13:39:29,313 - mmaction - INFO - Epoch [93][620/835] lr: 1.125e-04, eta: 1:02:11, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 1.0552, loss: 1.0552 2020-07-01 13:39:41,401 - mmaction - INFO - Epoch [93][640/835] lr: 1.125e-04, eta: 1:01:58, time: 0.604, data_time: 0.000, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1081, loss: 1.1081 2020-07-01 13:39:53,524 - mmaction - INFO - Epoch [93][660/835] lr: 1.125e-04, eta: 1:01:46, time: 0.606, data_time: 0.001, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0242, loss: 1.0242 2020-07-01 13:40:05,555 - mmaction - INFO - Epoch [93][680/835] lr: 1.125e-04, eta: 1:01:33, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7917, top5_acc: 0.8917, loss_cls: 0.9364, loss: 0.9364 2020-07-01 13:40:17,669 - mmaction - INFO - Epoch [93][700/835] lr: 1.125e-04, eta: 1:01:20, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.0663, loss: 1.0663 2020-07-01 13:40:29,743 - mmaction - INFO - Epoch [93][720/835] lr: 1.125e-04, eta: 1:01:07, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8833, loss_cls: 1.1384, loss: 1.1384 2020-07-01 13:40:41,799 - mmaction - INFO - Epoch [93][740/835] lr: 1.125e-04, eta: 1:00:54, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.1272, loss: 1.1272 2020-07-01 13:40:53,903 - mmaction - INFO - Epoch [93][760/835] lr: 1.125e-04, eta: 1:00:41, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9000, loss_cls: 1.0345, loss: 1.0345 2020-07-01 13:41:05,948 - mmaction - INFO - Epoch [93][780/835] lr: 1.125e-04, eta: 1:00:28, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7958, top5_acc: 0.9042, loss_cls: 0.9079, loss: 0.9079 2020-07-01 13:41:17,995 - mmaction - INFO - Epoch [93][800/835] lr: 1.125e-04, eta: 1:00:15, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8792, loss_cls: 1.0969, loss: 1.0969 2020-07-01 13:41:30,072 - mmaction - INFO - Epoch [93][820/835] lr: 1.125e-04, eta: 1:00:02, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.9254, loss: 0.9254 2020-07-01 13:42:06,497 - mmaction - INFO - Epoch [94][20/835] lr: 1.125e-04, eta: 0:59:52, time: 1.323, data_time: 0.684, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0376, loss: 1.0376 2020-07-01 13:42:18,531 - mmaction - INFO - Epoch [94][40/835] lr: 1.125e-04, eta: 0:59:39, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9125, loss_cls: 0.9183, loss: 0.9183 2020-07-01 13:42:30,633 - mmaction - INFO - Epoch [94][60/835] lr: 1.125e-04, eta: 0:59:27, time: 0.606, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0973, loss: 1.0973 2020-07-01 13:42:42,695 - mmaction - INFO - Epoch [94][80/835] lr: 1.125e-04, eta: 0:59:14, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.0964, loss: 1.0964 2020-07-01 13:42:54,819 - mmaction - INFO - Epoch [94][100/835] lr: 1.125e-04, eta: 0:59:01, time: 0.606, data_time: 0.001, memory: 8346, top1_acc: 0.7958, top5_acc: 0.9083, loss_cls: 0.8671, loss: 0.8671 2020-07-01 13:43:06,948 - mmaction - INFO - Epoch [94][120/835] lr: 1.125e-04, eta: 0:58:48, time: 0.605, data_time: 0.003, memory: 8346, top1_acc: 0.7708, top5_acc: 0.9042, loss_cls: 1.0033, loss: 1.0033 2020-07-01 13:43:19,102 - mmaction - INFO - Epoch [94][140/835] lr: 1.125e-04, eta: 0:58:35, time: 0.608, data_time: 0.003, memory: 8346, top1_acc: 0.6417, top5_acc: 0.8542, loss_cls: 1.3245, loss: 1.3245 2020-07-01 13:43:31,173 - mmaction - INFO - Epoch [94][160/835] lr: 1.125e-04, eta: 0:58:22, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2192, loss: 1.2192 2020-07-01 13:43:43,266 - mmaction - INFO - Epoch [94][180/835] lr: 1.125e-04, eta: 0:58:10, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.0283, loss: 1.0283 2020-07-01 13:43:55,277 - mmaction - INFO - Epoch [94][200/835] lr: 1.125e-04, eta: 0:57:57, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.8167, top5_acc: 0.9250, loss_cls: 0.8539, loss: 0.8539 2020-07-01 13:44:07,351 - mmaction - INFO - Epoch [94][220/835] lr: 1.125e-04, eta: 0:57:44, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9292, loss_cls: 0.9141, loss: 0.9141 2020-07-01 13:44:19,432 - mmaction - INFO - Epoch [94][240/835] lr: 1.125e-04, eta: 0:57:31, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.1006, loss: 1.1006 2020-07-01 13:44:31,520 - mmaction - INFO - Epoch [94][260/835] lr: 1.125e-04, eta: 0:57:18, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1089, loss: 1.1089 2020-07-01 13:44:43,538 - mmaction - INFO - Epoch [94][280/835] lr: 1.125e-04, eta: 0:57:05, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7167, top5_acc: 0.9125, loss_cls: 1.1074, loss: 1.1074 2020-07-01 13:44:55,662 - mmaction - INFO - Epoch [94][300/835] lr: 1.125e-04, eta: 0:56:53, time: 0.607, data_time: 0.003, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.0452, loss: 1.0452 2020-07-01 13:45:07,684 - mmaction - INFO - Epoch [94][320/835] lr: 1.125e-04, eta: 0:56:40, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.6833, top5_acc: 0.8917, loss_cls: 1.1772, loss: 1.1772 2020-07-01 13:45:19,742 - mmaction - INFO - Epoch [94][340/835] lr: 1.125e-04, eta: 0:56:27, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7042, top5_acc: 0.8750, loss_cls: 1.1603, loss: 1.1603 2020-07-01 13:45:31,798 - mmaction - INFO - Epoch [94][360/835] lr: 1.125e-04, eta: 0:56:14, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.1277, loss: 1.1277 2020-07-01 13:45:43,850 - mmaction - INFO - Epoch [94][380/835] lr: 1.125e-04, eta: 0:56:01, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8625, loss_cls: 1.1948, loss: 1.1948 2020-07-01 13:45:55,900 - mmaction - INFO - Epoch [94][400/835] lr: 1.125e-04, eta: 0:55:49, time: 0.602, data_time: 0.000, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1608, loss: 1.1608 2020-07-01 13:46:07,965 - mmaction - INFO - Epoch [94][420/835] lr: 1.125e-04, eta: 0:55:36, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9250, loss_cls: 0.9959, loss: 0.9959 2020-07-01 13:46:19,963 - mmaction - INFO - Epoch [94][440/835] lr: 1.125e-04, eta: 0:55:23, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8667, loss_cls: 1.1877, loss: 1.1877 2020-07-01 13:46:32,085 - mmaction - INFO - Epoch [94][460/835] lr: 1.125e-04, eta: 0:55:10, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 0.9991, loss: 0.9991 2020-07-01 13:46:44,187 - mmaction - INFO - Epoch [94][480/835] lr: 1.125e-04, eta: 0:54:58, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.2515, loss: 1.2515 2020-07-01 13:46:56,240 - mmaction - INFO - Epoch [94][500/835] lr: 1.125e-04, eta: 0:54:45, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0392, loss: 1.0392 2020-07-01 13:47:08,275 - mmaction - INFO - Epoch [94][520/835] lr: 1.125e-04, eta: 0:54:32, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7792, top5_acc: 0.8958, loss_cls: 1.0301, loss: 1.0301 2020-07-01 13:47:20,372 - mmaction - INFO - Epoch [94][540/835] lr: 1.125e-04, eta: 0:54:20, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.6958, top5_acc: 0.8833, loss_cls: 1.2422, loss: 1.2422 2020-07-01 13:47:32,459 - mmaction - INFO - Epoch [94][560/835] lr: 1.125e-04, eta: 0:54:07, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.2317, loss: 1.2317 2020-07-01 13:47:44,549 - mmaction - INFO - Epoch [94][580/835] lr: 1.125e-04, eta: 0:53:54, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9167, loss_cls: 0.8341, loss: 0.8341 2020-07-01 13:47:56,610 - mmaction - INFO - Epoch [94][600/835] lr: 1.125e-04, eta: 0:53:42, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.6708, top5_acc: 0.9042, loss_cls: 1.2549, loss: 1.2549 2020-07-01 13:48:08,679 - mmaction - INFO - Epoch [94][620/835] lr: 1.125e-04, eta: 0:53:29, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8958, loss_cls: 1.1325, loss: 1.1325 2020-07-01 13:48:20,757 - mmaction - INFO - Epoch [94][640/835] lr: 1.125e-04, eta: 0:53:16, time: 0.603, data_time: 0.000, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.2361, loss: 1.2361 2020-07-01 13:48:32,815 - mmaction - INFO - Epoch [94][660/835] lr: 1.125e-04, eta: 0:53:04, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1543, loss: 1.1543 2020-07-01 13:48:44,861 - mmaction - INFO - Epoch [94][680/835] lr: 1.125e-04, eta: 0:52:51, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9167, loss_cls: 1.0797, loss: 1.0797 2020-07-01 13:48:57,014 - mmaction - INFO - Epoch [94][700/835] lr: 1.125e-04, eta: 0:52:39, time: 0.607, data_time: 0.001, memory: 8346, top1_acc: 0.8083, top5_acc: 0.9458, loss_cls: 0.8065, loss: 0.8065 2020-07-01 13:49:09,076 - mmaction - INFO - Epoch [94][720/835] lr: 1.125e-04, eta: 0:52:26, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9000, loss_cls: 1.0320, loss: 1.0320 2020-07-01 13:49:21,211 - mmaction - INFO - Epoch [94][740/835] lr: 1.125e-04, eta: 0:52:13, time: 0.606, data_time: 0.001, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8792, loss_cls: 1.1282, loss: 1.1282 2020-07-01 13:49:33,294 - mmaction - INFO - Epoch [94][760/835] lr: 1.125e-04, eta: 0:52:01, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 0.9588, loss: 0.9588 2020-07-01 13:49:45,338 - mmaction - INFO - Epoch [94][780/835] lr: 1.125e-04, eta: 0:51:48, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.6833, top5_acc: 0.8792, loss_cls: 1.1644, loss: 1.1644 2020-07-01 13:49:57,384 - mmaction - INFO - Epoch [94][800/835] lr: 1.125e-04, eta: 0:51:36, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0711, loss: 1.0711 2020-07-01 13:50:09,400 - mmaction - INFO - Epoch [94][820/835] lr: 1.125e-04, eta: 0:51:23, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7083, top5_acc: 0.9167, loss_cls: 0.9678, loss: 0.9678 2020-07-01 13:50:44,831 - mmaction - INFO - Epoch [95][20/835] lr: 1.125e-04, eta: 0:51:08, time: 1.285, data_time: 0.648, memory: 8346, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.1274, loss: 1.1274 2020-07-01 13:50:56,902 - mmaction - INFO - Epoch [95][40/835] lr: 1.125e-04, eta: 0:50:55, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8958, loss_cls: 1.0889, loss: 1.0889 2020-07-01 13:51:08,937 - mmaction - INFO - Epoch [95][60/835] lr: 1.125e-04, eta: 0:50:43, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8542, loss_cls: 1.1666, loss: 1.1666 2020-07-01 13:51:20,956 - mmaction - INFO - Epoch [95][80/835] lr: 1.125e-04, eta: 0:50:30, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9895, loss: 0.9895 2020-07-01 13:51:33,056 - mmaction - INFO - Epoch [95][100/835] lr: 1.125e-04, eta: 0:50:17, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.9167, loss_cls: 1.1154, loss: 1.1154 2020-07-01 13:51:45,120 - mmaction - INFO - Epoch [95][120/835] lr: 1.125e-04, eta: 0:50:05, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7708, top5_acc: 0.9042, loss_cls: 1.0361, loss: 1.0361 2020-07-01 13:51:57,179 - mmaction - INFO - Epoch [95][140/835] lr: 1.125e-04, eta: 0:49:52, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7875, top5_acc: 0.9333, loss_cls: 0.8534, loss: 0.8534 2020-07-01 13:52:09,212 - mmaction - INFO - Epoch [95][160/835] lr: 1.125e-04, eta: 0:49:39, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.1097, loss: 1.1097 2020-07-01 13:52:21,270 - mmaction - INFO - Epoch [95][180/835] lr: 1.125e-04, eta: 0:49:27, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1685, loss: 1.1685 2020-07-01 13:52:33,340 - mmaction - INFO - Epoch [95][200/835] lr: 1.125e-04, eta: 0:49:14, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1311, loss: 1.1311 2020-07-01 13:52:45,397 - mmaction - INFO - Epoch [95][220/835] lr: 1.125e-04, eta: 0:49:02, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7833, top5_acc: 0.9208, loss_cls: 0.9140, loss: 0.9140 2020-07-01 13:52:57,498 - mmaction - INFO - Epoch [95][240/835] lr: 1.125e-04, eta: 0:48:49, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.6708, top5_acc: 0.8833, loss_cls: 1.2390, loss: 1.2390 2020-07-01 13:53:09,602 - mmaction - INFO - Epoch [95][260/835] lr: 1.125e-04, eta: 0:48:37, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9083, loss_cls: 1.0071, loss: 1.0071 2020-07-01 13:53:21,667 - mmaction - INFO - Epoch [95][280/835] lr: 1.125e-04, eta: 0:48:24, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7833, top5_acc: 0.8917, loss_cls: 0.9824, loss: 0.9824 2020-07-01 13:53:33,758 - mmaction - INFO - Epoch [95][300/835] lr: 1.125e-04, eta: 0:48:11, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.0924, loss: 1.0924 2020-07-01 13:53:45,772 - mmaction - INFO - Epoch [95][320/835] lr: 1.125e-04, eta: 0:47:59, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9042, loss_cls: 1.0366, loss: 1.0366 2020-07-01 13:53:57,911 - mmaction - INFO - Epoch [95][340/835] lr: 1.125e-04, eta: 0:47:46, time: 0.607, data_time: 0.001, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9167, loss_cls: 1.0142, loss: 1.0142 2020-07-01 13:54:09,965 - mmaction - INFO - Epoch [95][360/835] lr: 1.125e-04, eta: 0:47:34, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8750, loss_cls: 1.0897, loss: 1.0897 2020-07-01 13:54:22,028 - mmaction - INFO - Epoch [95][380/835] lr: 1.125e-04, eta: 0:47:21, time: 0.604, data_time: 0.003, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.8919, loss: 0.8919 2020-07-01 13:54:34,091 - mmaction - INFO - Epoch [95][400/835] lr: 1.125e-04, eta: 0:47:09, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8667, loss_cls: 1.2384, loss: 1.2384 2020-07-01 13:54:46,160 - mmaction - INFO - Epoch [95][420/835] lr: 1.125e-04, eta: 0:46:56, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.1709, loss: 1.1709 2020-07-01 13:54:58,264 - mmaction - INFO - Epoch [95][440/835] lr: 1.125e-04, eta: 0:46:44, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7792, top5_acc: 0.9292, loss_cls: 0.9240, loss: 0.9240 2020-07-01 13:55:10,368 - mmaction - INFO - Epoch [95][460/835] lr: 1.125e-04, eta: 0:46:31, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8708, loss_cls: 1.1110, loss: 1.1110 2020-07-01 13:55:22,537 - mmaction - INFO - Epoch [95][480/835] lr: 1.125e-04, eta: 0:46:19, time: 0.609, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1127, loss: 1.1127 2020-07-01 13:55:34,656 - mmaction - INFO - Epoch [95][500/835] lr: 1.125e-04, eta: 0:46:06, time: 0.605, data_time: 0.000, memory: 8346, top1_acc: 0.6958, top5_acc: 0.8750, loss_cls: 1.1967, loss: 1.1967 2020-07-01 13:55:46,722 - mmaction - INFO - Epoch [95][520/835] lr: 1.125e-04, eta: 0:45:54, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8833, loss_cls: 1.0980, loss: 1.0980 2020-07-01 13:55:58,737 - mmaction - INFO - Epoch [95][540/835] lr: 1.125e-04, eta: 0:45:41, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.0782, loss: 1.0782 2020-07-01 13:56:10,806 - mmaction - INFO - Epoch [95][560/835] lr: 1.125e-04, eta: 0:45:29, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0017, loss: 1.0017 2020-07-01 13:56:22,864 - mmaction - INFO - Epoch [95][580/835] lr: 1.125e-04, eta: 0:45:16, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.1008, loss: 1.1008 2020-07-01 13:56:34,905 - mmaction - INFO - Epoch [95][600/835] lr: 1.125e-04, eta: 0:45:04, time: 0.602, data_time: 0.000, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.1128, loss: 1.1128 2020-07-01 13:56:47,013 - mmaction - INFO - Epoch [95][620/835] lr: 1.125e-04, eta: 0:44:51, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.0657, loss: 1.0657 2020-07-01 13:56:59,049 - mmaction - INFO - Epoch [95][640/835] lr: 1.125e-04, eta: 0:44:39, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.9167, loss_cls: 0.9774, loss: 0.9774 2020-07-01 13:57:11,182 - mmaction - INFO - Epoch [95][660/835] lr: 1.125e-04, eta: 0:44:26, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8958, loss_cls: 1.0657, loss: 1.0657 2020-07-01 13:57:23,291 - mmaction - INFO - Epoch [95][680/835] lr: 1.125e-04, eta: 0:44:14, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.6792, top5_acc: 0.8750, loss_cls: 1.1650, loss: 1.1650 2020-07-01 13:57:35,371 - mmaction - INFO - Epoch [95][700/835] lr: 1.125e-04, eta: 0:44:02, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8875, loss_cls: 1.0064, loss: 1.0064 2020-07-01 13:57:47,425 - mmaction - INFO - Epoch [95][720/835] lr: 1.125e-04, eta: 0:43:49, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.1514, loss: 1.1514 2020-07-01 13:57:59,510 - mmaction - INFO - Epoch [95][740/835] lr: 1.125e-04, eta: 0:43:37, time: 0.605, data_time: 0.003, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9208, loss_cls: 0.9279, loss: 0.9279 2020-07-01 13:58:11,519 - mmaction - INFO - Epoch [95][760/835] lr: 1.125e-04, eta: 0:43:24, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2122, loss: 1.2122 2020-07-01 13:58:23,616 - mmaction - INFO - Epoch [95][780/835] lr: 1.125e-04, eta: 0:43:12, time: 0.605, data_time: 0.003, memory: 8346, top1_acc: 0.7792, top5_acc: 0.9125, loss_cls: 0.8803, loss: 0.8803 2020-07-01 13:58:35,761 - mmaction - INFO - Epoch [95][800/835] lr: 1.125e-04, eta: 0:42:59, time: 0.607, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8833, loss_cls: 1.1140, loss: 1.1140 2020-07-01 13:58:47,822 - mmaction - INFO - Epoch [95][820/835] lr: 1.125e-04, eta: 0:42:47, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0087, loss: 1.0087 2020-07-01 13:58:57,456 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-07-01 13:59:31,242 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 13:59:32,186 - mmaction - INFO - top1_acc 0.7123 top5_acc 0.8956 2020-07-01 13:59:32,186 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 13:59:32,249 - mmaction - INFO - mean_acc 0.7122 2020-07-01 13:59:32,256 - mmaction - INFO - Epoch [95][835/835] lr: 1.125e-04, top1_acc: 0.7123, top5_acc: 0.8956, mean_class_accuracy: 0.7122 2020-07-01 13:59:56,516 - mmaction - INFO - Epoch [96][20/835] lr: 1.125e-04, eta: 0:42:28, time: 1.212, data_time: 0.582, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8833, loss_cls: 1.2117, loss: 1.2117 2020-07-01 14:00:09,387 - mmaction - INFO - Epoch [96][40/835] lr: 1.125e-04, eta: 0:42:17, time: 0.643, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.9250, loss_cls: 1.0025, loss: 1.0025 2020-07-01 14:00:21,423 - mmaction - INFO - Epoch [96][60/835] lr: 1.125e-04, eta: 0:42:04, time: 0.602, data_time: 0.003, memory: 8346, top1_acc: 0.7458, top5_acc: 0.9042, loss_cls: 1.0083, loss: 1.0083 2020-07-01 14:00:33,497 - mmaction - INFO - Epoch [96][80/835] lr: 1.125e-04, eta: 0:41:52, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 0.9939, loss: 0.9939 2020-07-01 14:00:45,557 - mmaction - INFO - Epoch [96][100/835] lr: 1.125e-04, eta: 0:41:39, time: 0.602, data_time: 0.003, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8667, loss_cls: 1.0956, loss: 1.0956 2020-07-01 14:00:57,634 - mmaction - INFO - Epoch [96][120/835] lr: 1.125e-04, eta: 0:41:27, time: 0.604, data_time: 0.003, memory: 8346, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.1043, loss: 1.1043 2020-07-01 14:01:09,691 - mmaction - INFO - Epoch [96][140/835] lr: 1.125e-04, eta: 0:41:14, time: 0.603, data_time: 0.003, memory: 8346, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 1.0229, loss: 1.0229 2020-07-01 14:01:21,751 - mmaction - INFO - Epoch [96][160/835] lr: 1.125e-04, eta: 0:41:02, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1705, loss: 1.1705 2020-07-01 14:01:33,852 - mmaction - INFO - Epoch [96][180/835] lr: 1.125e-04, eta: 0:40:49, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1004, loss: 1.1004 2020-07-01 14:01:45,907 - mmaction - INFO - Epoch [96][200/835] lr: 1.125e-04, eta: 0:40:37, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.0730, loss: 1.0730 2020-07-01 14:01:57,966 - mmaction - INFO - Epoch [96][220/835] lr: 1.125e-04, eta: 0:40:24, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8792, loss_cls: 1.1150, loss: 1.1150 2020-07-01 14:02:10,022 - mmaction - INFO - Epoch [96][240/835] lr: 1.125e-04, eta: 0:40:12, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8708, loss_cls: 1.2075, loss: 1.2075 2020-07-01 14:02:22,059 - mmaction - INFO - Epoch [96][260/835] lr: 1.125e-04, eta: 0:40:00, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.6917, top5_acc: 0.9083, loss_cls: 1.1386, loss: 1.1386 2020-07-01 14:02:34,102 - mmaction - INFO - Epoch [96][280/835] lr: 1.125e-04, eta: 0:39:47, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7833, top5_acc: 0.9208, loss_cls: 0.8963, loss: 0.8963 2020-07-01 14:02:46,151 - mmaction - INFO - Epoch [96][300/835] lr: 1.125e-04, eta: 0:39:35, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.6875, top5_acc: 0.9167, loss_cls: 1.1134, loss: 1.1134 2020-07-01 14:02:58,187 - mmaction - INFO - Epoch [96][320/835] lr: 1.125e-04, eta: 0:39:22, time: 0.601, data_time: 0.000, memory: 8346, top1_acc: 0.7042, top5_acc: 0.8333, loss_cls: 1.3081, loss: 1.3081 2020-07-01 14:03:10,289 - mmaction - INFO - Epoch [96][340/835] lr: 1.125e-04, eta: 0:39:10, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.1276, loss: 1.1276 2020-07-01 14:03:22,384 - mmaction - INFO - Epoch [96][360/835] lr: 1.125e-04, eta: 0:38:57, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8833, loss_cls: 1.2183, loss: 1.2183 2020-07-01 14:03:34,412 - mmaction - INFO - Epoch [96][380/835] lr: 1.125e-04, eta: 0:38:45, time: 0.602, data_time: 0.003, memory: 8346, top1_acc: 0.6708, top5_acc: 0.8708, loss_cls: 1.2890, loss: 1.2890 2020-07-01 14:03:46,464 - mmaction - INFO - Epoch [96][400/835] lr: 1.125e-04, eta: 0:38:33, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8875, loss_cls: 1.0812, loss: 1.0812 2020-07-01 14:03:58,560 - mmaction - INFO - Epoch [96][420/835] lr: 1.125e-04, eta: 0:38:20, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9125, loss_cls: 1.0683, loss: 1.0683 2020-07-01 14:04:10,710 - mmaction - INFO - Epoch [96][440/835] lr: 1.125e-04, eta: 0:38:08, time: 0.607, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1285, loss: 1.1285 2020-07-01 14:04:22,827 - mmaction - INFO - Epoch [96][460/835] lr: 1.125e-04, eta: 0:37:55, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9083, loss_cls: 0.9752, loss: 0.9752 2020-07-01 14:04:34,865 - mmaction - INFO - Epoch [96][480/835] lr: 1.125e-04, eta: 0:37:43, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.6917, top5_acc: 0.8833, loss_cls: 1.1540, loss: 1.1540 2020-07-01 14:04:46,897 - mmaction - INFO - Epoch [96][500/835] lr: 1.125e-04, eta: 0:37:31, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7625, top5_acc: 0.8750, loss_cls: 1.1443, loss: 1.1443 2020-07-01 14:04:59,015 - mmaction - INFO - Epoch [96][520/835] lr: 1.125e-04, eta: 0:37:18, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.6792, top5_acc: 0.8917, loss_cls: 1.2519, loss: 1.2519 2020-07-01 14:05:11,082 - mmaction - INFO - Epoch [96][540/835] lr: 1.125e-04, eta: 0:37:06, time: 0.605, data_time: 0.003, memory: 8346, top1_acc: 0.8042, top5_acc: 0.9208, loss_cls: 0.8927, loss: 0.8927 2020-07-01 14:05:23,147 - mmaction - INFO - Epoch [96][560/835] lr: 1.125e-04, eta: 0:36:53, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8958, loss_cls: 1.1307, loss: 1.1307 2020-07-01 14:05:35,160 - mmaction - INFO - Epoch [96][580/835] lr: 1.125e-04, eta: 0:36:41, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1110, loss: 1.1110 2020-07-01 14:05:47,262 - mmaction - INFO - Epoch [96][600/835] lr: 1.125e-04, eta: 0:36:29, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7708, top5_acc: 0.9083, loss_cls: 1.0337, loss: 1.0337 2020-07-01 14:05:59,326 - mmaction - INFO - Epoch [96][620/835] lr: 1.125e-04, eta: 0:36:16, time: 0.603, data_time: 0.000, memory: 8346, top1_acc: 0.7083, top5_acc: 0.9167, loss_cls: 1.0563, loss: 1.0563 2020-07-01 14:06:11,420 - mmaction - INFO - Epoch [96][640/835] lr: 1.125e-04, eta: 0:36:04, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7875, top5_acc: 0.8792, loss_cls: 1.0168, loss: 1.0168 2020-07-01 14:06:23,554 - mmaction - INFO - Epoch [96][660/835] lr: 1.125e-04, eta: 0:35:52, time: 0.607, data_time: 0.002, memory: 8346, top1_acc: 0.7792, top5_acc: 0.9083, loss_cls: 0.9633, loss: 0.9633 2020-07-01 14:06:35,760 - mmaction - INFO - Epoch [96][680/835] lr: 1.125e-04, eta: 0:35:39, time: 0.610, data_time: 0.002, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1228, loss: 1.1228 2020-07-01 14:06:47,908 - mmaction - INFO - Epoch [96][700/835] lr: 1.125e-04, eta: 0:35:27, time: 0.609, data_time: 0.002, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 1.0169, loss: 1.0169 2020-07-01 14:06:59,978 - mmaction - INFO - Epoch [96][720/835] lr: 1.125e-04, eta: 0:35:15, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0501, loss: 1.0501 2020-07-01 14:07:12,169 - mmaction - INFO - Epoch [96][740/835] lr: 1.125e-04, eta: 0:35:02, time: 0.610, data_time: 0.001, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9083, loss_cls: 1.0069, loss: 1.0069 2020-07-01 14:07:24,276 - mmaction - INFO - Epoch [96][760/835] lr: 1.125e-04, eta: 0:34:50, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9042, loss_cls: 0.9704, loss: 0.9704 2020-07-01 14:07:36,351 - mmaction - INFO - Epoch [96][780/835] lr: 1.125e-04, eta: 0:34:38, time: 0.603, data_time: 0.003, memory: 8346, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0711, loss: 1.0711 2020-07-01 14:07:48,448 - mmaction - INFO - Epoch [96][800/835] lr: 1.125e-04, eta: 0:34:25, time: 0.605, data_time: 0.003, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9000, loss_cls: 0.9968, loss: 0.9968 2020-07-01 14:08:00,560 - mmaction - INFO - Epoch [96][820/835] lr: 1.125e-04, eta: 0:34:13, time: 0.606, data_time: 0.001, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8875, loss_cls: 1.1637, loss: 1.1637 2020-07-01 14:08:36,868 - mmaction - INFO - Epoch [97][20/835] lr: 1.125e-04, eta: 0:33:55, time: 1.295, data_time: 0.686, memory: 8346, top1_acc: 0.7125, top5_acc: 0.9042, loss_cls: 1.1734, loss: 1.1734 2020-07-01 14:08:48,901 - mmaction - INFO - Epoch [97][40/835] lr: 1.125e-04, eta: 0:33:42, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8917, loss_cls: 1.1104, loss: 1.1104 2020-07-01 14:09:00,942 - mmaction - INFO - Epoch [97][60/835] lr: 1.125e-04, eta: 0:33:30, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7625, top5_acc: 0.8625, loss_cls: 1.1025, loss: 1.1025 2020-07-01 14:09:12,963 - mmaction - INFO - Epoch [97][80/835] lr: 1.125e-04, eta: 0:33:17, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7875, top5_acc: 0.9167, loss_cls: 0.9031, loss: 0.9031 2020-07-01 14:09:24,990 - mmaction - INFO - Epoch [97][100/835] lr: 1.125e-04, eta: 0:33:05, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8958, loss_cls: 1.0842, loss: 1.0842 2020-07-01 14:09:37,112 - mmaction - INFO - Epoch [97][120/835] lr: 1.125e-04, eta: 0:32:53, time: 0.607, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0564, loss: 1.0564 2020-07-01 14:09:49,224 - mmaction - INFO - Epoch [97][140/835] lr: 1.125e-04, eta: 0:32:40, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.9312, loss: 0.9312 2020-07-01 14:10:01,334 - mmaction - INFO - Epoch [97][160/835] lr: 1.125e-04, eta: 0:32:28, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9083, loss_cls: 1.0291, loss: 1.0291 2020-07-01 14:10:13,475 - mmaction - INFO - Epoch [97][180/835] lr: 1.125e-04, eta: 0:32:16, time: 0.608, data_time: 0.002, memory: 8346, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2673, loss: 1.2673 2020-07-01 14:10:25,507 - mmaction - INFO - Epoch [97][200/835] lr: 1.125e-04, eta: 0:32:03, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.2658, loss: 1.2658 2020-07-01 14:10:37,505 - mmaction - INFO - Epoch [97][220/835] lr: 1.125e-04, eta: 0:31:51, time: 0.599, data_time: 0.000, memory: 8346, top1_acc: 0.7208, top5_acc: 0.9167, loss_cls: 1.0189, loss: 1.0189 2020-07-01 14:10:49,537 - mmaction - INFO - Epoch [97][240/835] lr: 1.125e-04, eta: 0:31:38, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.1785, loss: 1.1785 2020-07-01 14:11:01,646 - mmaction - INFO - Epoch [97][260/835] lr: 1.125e-04, eta: 0:31:26, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.0577, loss: 1.0577 2020-07-01 14:11:13,656 - mmaction - INFO - Epoch [97][280/835] lr: 1.125e-04, eta: 0:31:14, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8958, loss_cls: 1.0775, loss: 1.0775 2020-07-01 14:11:25,620 - mmaction - INFO - Epoch [97][300/835] lr: 1.125e-04, eta: 0:31:01, time: 0.598, data_time: 0.001, memory: 8346, top1_acc: 0.6750, top5_acc: 0.8250, loss_cls: 1.3726, loss: 1.3726 2020-07-01 14:11:37,622 - mmaction - INFO - Epoch [97][320/835] lr: 1.125e-04, eta: 0:30:49, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.8083, top5_acc: 0.9250, loss_cls: 0.8190, loss: 0.8190 2020-07-01 14:11:49,701 - mmaction - INFO - Epoch [97][340/835] lr: 1.125e-04, eta: 0:30:37, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.9208, loss_cls: 1.0900, loss: 1.0900 2020-07-01 14:12:01,723 - mmaction - INFO - Epoch [97][360/835] lr: 1.125e-04, eta: 0:30:24, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7583, top5_acc: 0.8833, loss_cls: 1.0460, loss: 1.0460 2020-07-01 14:12:13,788 - mmaction - INFO - Epoch [97][380/835] lr: 1.125e-04, eta: 0:30:12, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7500, top5_acc: 0.8792, loss_cls: 1.1410, loss: 1.1410 2020-07-01 14:12:25,842 - mmaction - INFO - Epoch [97][400/835] lr: 1.125e-04, eta: 0:29:59, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.8958, loss_cls: 1.0494, loss: 1.0494 2020-07-01 14:12:37,893 - mmaction - INFO - Epoch [97][420/835] lr: 1.125e-04, eta: 0:29:47, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7875, top5_acc: 0.9083, loss_cls: 0.9243, loss: 0.9243 2020-07-01 14:12:49,937 - mmaction - INFO - Epoch [97][440/835] lr: 1.125e-04, eta: 0:29:35, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0532, loss: 1.0532 2020-07-01 14:13:02,000 - mmaction - INFO - Epoch [97][460/835] lr: 1.125e-04, eta: 0:29:22, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.0373, loss: 1.0373 2020-07-01 14:13:14,019 - mmaction - INFO - Epoch [97][480/835] lr: 1.125e-04, eta: 0:29:10, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9000, loss_cls: 0.9776, loss: 0.9776 2020-07-01 14:13:26,019 - mmaction - INFO - Epoch [97][500/835] lr: 1.125e-04, eta: 0:28:58, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8917, loss_cls: 1.1136, loss: 1.1136 2020-07-01 14:13:38,075 - mmaction - INFO - Epoch [97][520/835] lr: 1.125e-04, eta: 0:28:45, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7958, top5_acc: 0.9125, loss_cls: 0.9535, loss: 0.9535 2020-07-01 14:13:50,061 - mmaction - INFO - Epoch [97][540/835] lr: 1.125e-04, eta: 0:28:33, time: 0.599, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.0075, loss: 1.0075 2020-07-01 14:14:02,016 - mmaction - INFO - Epoch [97][560/835] lr: 1.125e-04, eta: 0:28:21, time: 0.598, data_time: 0.002, memory: 8346, top1_acc: 0.7000, top5_acc: 0.9042, loss_cls: 1.1576, loss: 1.1576 2020-07-01 14:14:14,056 - mmaction - INFO - Epoch [97][580/835] lr: 1.125e-04, eta: 0:28:08, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.8083, top5_acc: 0.9125, loss_cls: 0.8811, loss: 0.8811 2020-07-01 14:14:26,044 - mmaction - INFO - Epoch [97][600/835] lr: 1.125e-04, eta: 0:27:56, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.9042, loss_cls: 1.0954, loss: 1.0954 2020-07-01 14:14:38,182 - mmaction - INFO - Epoch [97][620/835] lr: 1.125e-04, eta: 0:27:44, time: 0.606, data_time: 0.001, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9333, loss_cls: 0.9446, loss: 0.9446 2020-07-01 14:14:50,221 - mmaction - INFO - Epoch [97][640/835] lr: 1.125e-04, eta: 0:27:31, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7750, top5_acc: 0.8958, loss_cls: 1.0371, loss: 1.0371 2020-07-01 14:15:02,228 - mmaction - INFO - Epoch [97][660/835] lr: 1.125e-04, eta: 0:27:19, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.6917, top5_acc: 0.8708, loss_cls: 1.2546, loss: 1.2546 2020-07-01 14:15:14,219 - mmaction - INFO - Epoch [97][680/835] lr: 1.125e-04, eta: 0:27:07, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.2285, loss: 1.2285 2020-07-01 14:15:26,334 - mmaction - INFO - Epoch [97][700/835] lr: 1.125e-04, eta: 0:26:54, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0001, loss: 1.0001 2020-07-01 14:15:38,387 - mmaction - INFO - Epoch [97][720/835] lr: 1.125e-04, eta: 0:26:42, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.1728, loss: 1.1728 2020-07-01 14:15:50,369 - mmaction - INFO - Epoch [97][740/835] lr: 1.125e-04, eta: 0:26:30, time: 0.598, data_time: 0.001, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1771, loss: 1.1771 2020-07-01 14:16:02,446 - mmaction - INFO - Epoch [97][760/835] lr: 1.125e-04, eta: 0:26:17, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7917, top5_acc: 0.9125, loss_cls: 0.8564, loss: 0.8564 2020-07-01 14:16:14,472 - mmaction - INFO - Epoch [97][780/835] lr: 1.125e-04, eta: 0:26:05, time: 0.602, data_time: 0.003, memory: 8346, top1_acc: 0.6958, top5_acc: 0.8625, loss_cls: 1.3327, loss: 1.3327 2020-07-01 14:16:26,517 - mmaction - INFO - Epoch [97][800/835] lr: 1.125e-04, eta: 0:25:53, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7458, top5_acc: 0.9250, loss_cls: 0.9604, loss: 0.9604 2020-07-01 14:16:38,573 - mmaction - INFO - Epoch [97][820/835] lr: 1.125e-04, eta: 0:25:40, time: 0.603, data_time: 0.003, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9000, loss_cls: 1.0986, loss: 1.0986 2020-07-01 14:17:17,371 - mmaction - INFO - Epoch [98][20/835] lr: 1.125e-04, eta: 0:25:21, time: 1.364, data_time: 0.753, memory: 8346, top1_acc: 0.8000, top5_acc: 0.9333, loss_cls: 0.7987, loss: 0.7987 2020-07-01 14:17:29,790 - mmaction - INFO - Epoch [98][40/835] lr: 1.125e-04, eta: 0:25:09, time: 0.619, data_time: 0.002, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9167, loss_cls: 0.9702, loss: 0.9702 2020-07-01 14:17:41,780 - mmaction - INFO - Epoch [98][60/835] lr: 1.125e-04, eta: 0:24:57, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.6917, top5_acc: 0.8667, loss_cls: 1.2758, loss: 1.2758 2020-07-01 14:17:53,807 - mmaction - INFO - Epoch [98][80/835] lr: 1.125e-04, eta: 0:24:45, time: 0.601, data_time: 0.003, memory: 8346, top1_acc: 0.7708, top5_acc: 0.8833, loss_cls: 1.0049, loss: 1.0049 2020-07-01 14:18:05,905 - mmaction - INFO - Epoch [98][100/835] lr: 1.125e-04, eta: 0:24:32, time: 0.606, data_time: 0.003, memory: 8346, top1_acc: 0.7917, top5_acc: 0.9208, loss_cls: 0.8019, loss: 0.8019 2020-07-01 14:18:17,939 - mmaction - INFO - Epoch [98][120/835] lr: 1.125e-04, eta: 0:24:20, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7833, top5_acc: 0.9458, loss_cls: 0.8162, loss: 0.8162 2020-07-01 14:18:29,933 - mmaction - INFO - Epoch [98][140/835] lr: 1.125e-04, eta: 0:24:08, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9083, loss_cls: 0.9607, loss: 0.9607 2020-07-01 14:18:41,913 - mmaction - INFO - Epoch [98][160/835] lr: 1.125e-04, eta: 0:23:55, time: 0.599, data_time: 0.002, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 0.9525, loss: 0.9525 2020-07-01 14:18:54,026 - mmaction - INFO - Epoch [98][180/835] lr: 1.125e-04, eta: 0:23:43, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 1.0077, loss: 1.0077 2020-07-01 14:19:06,023 - mmaction - INFO - Epoch [98][200/835] lr: 1.125e-04, eta: 0:23:31, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8750, loss_cls: 1.1072, loss: 1.1072 2020-07-01 14:19:18,087 - mmaction - INFO - Epoch [98][220/835] lr: 1.125e-04, eta: 0:23:18, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9042, loss_cls: 1.0028, loss: 1.0028 2020-07-01 14:19:30,126 - mmaction - INFO - Epoch [98][240/835] lr: 1.125e-04, eta: 0:23:06, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8917, loss_cls: 1.1286, loss: 1.1286 2020-07-01 14:19:42,123 - mmaction - INFO - Epoch [98][260/835] lr: 1.125e-04, eta: 0:22:54, time: 0.599, data_time: 0.001, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8667, loss_cls: 1.1415, loss: 1.1415 2020-07-01 14:19:54,156 - mmaction - INFO - Epoch [98][280/835] lr: 1.125e-04, eta: 0:22:41, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8917, loss_cls: 1.1305, loss: 1.1305 2020-07-01 14:20:06,373 - mmaction - INFO - Epoch [98][300/835] lr: 1.125e-04, eta: 0:22:29, time: 0.611, data_time: 0.010, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0201, loss: 1.0201 2020-07-01 14:20:18,422 - mmaction - INFO - Epoch [98][320/835] lr: 1.125e-04, eta: 0:22:17, time: 0.602, data_time: 0.004, memory: 8346, top1_acc: 0.7375, top5_acc: 0.9042, loss_cls: 1.0317, loss: 1.0317 2020-07-01 14:20:30,429 - mmaction - INFO - Epoch [98][340/835] lr: 1.125e-04, eta: 0:22:04, time: 0.600, data_time: 0.004, memory: 8346, top1_acc: 0.7458, top5_acc: 0.9250, loss_cls: 0.9179, loss: 0.9179 2020-07-01 14:20:42,382 - mmaction - INFO - Epoch [98][360/835] lr: 1.125e-04, eta: 0:21:52, time: 0.598, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8458, loss_cls: 1.1061, loss: 1.1061 2020-07-01 14:20:54,408 - mmaction - INFO - Epoch [98][380/835] lr: 1.125e-04, eta: 0:21:40, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.6958, top5_acc: 0.9167, loss_cls: 1.0442, loss: 1.0442 2020-07-01 14:21:06,474 - mmaction - INFO - Epoch [98][400/835] lr: 1.125e-04, eta: 0:21:28, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7708, top5_acc: 0.9083, loss_cls: 0.9405, loss: 0.9405 2020-07-01 14:21:18,557 - mmaction - INFO - Epoch [98][420/835] lr: 1.125e-04, eta: 0:21:15, time: 0.603, data_time: 0.003, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8708, loss_cls: 1.1431, loss: 1.1431 2020-07-01 14:21:30,593 - mmaction - INFO - Epoch [98][440/835] lr: 1.125e-04, eta: 0:21:03, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8833, loss_cls: 1.0363, loss: 1.0363 2020-07-01 14:21:42,659 - mmaction - INFO - Epoch [98][460/835] lr: 1.125e-04, eta: 0:20:51, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9860, loss: 0.9860 2020-07-01 14:21:54,640 - mmaction - INFO - Epoch [98][480/835] lr: 1.125e-04, eta: 0:20:38, time: 0.598, data_time: 0.001, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.1121, loss: 1.1121 2020-07-01 14:22:06,694 - mmaction - INFO - Epoch [98][500/835] lr: 1.125e-04, eta: 0:20:26, time: 0.603, data_time: 0.003, memory: 8346, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0389, loss: 1.0389 2020-07-01 14:22:18,817 - mmaction - INFO - Epoch [98][520/835] lr: 1.125e-04, eta: 0:20:14, time: 0.607, data_time: 0.002, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8667, loss_cls: 1.0755, loss: 1.0755 2020-07-01 14:22:30,832 - mmaction - INFO - Epoch [98][540/835] lr: 1.125e-04, eta: 0:20:01, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7375, top5_acc: 0.9167, loss_cls: 1.0193, loss: 1.0193 2020-07-01 14:22:42,832 - mmaction - INFO - Epoch [98][560/835] lr: 1.125e-04, eta: 0:19:49, time: 0.599, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8833, loss_cls: 1.1564, loss: 1.1564 2020-07-01 14:22:54,816 - mmaction - INFO - Epoch [98][580/835] lr: 1.125e-04, eta: 0:19:37, time: 0.600, data_time: 0.003, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8667, loss_cls: 1.2022, loss: 1.2022 2020-07-01 14:23:06,869 - mmaction - INFO - Epoch [98][600/835] lr: 1.125e-04, eta: 0:19:25, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9068, loss: 0.9068 2020-07-01 14:23:19,220 - mmaction - INFO - Epoch [98][620/835] lr: 1.125e-04, eta: 0:19:12, time: 0.618, data_time: 0.002, memory: 8346, top1_acc: 0.7583, top5_acc: 0.8875, loss_cls: 0.9981, loss: 0.9981 2020-07-01 14:23:31,387 - mmaction - INFO - Epoch [98][640/835] lr: 1.125e-04, eta: 0:19:00, time: 0.608, data_time: 0.002, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9173, loss: 0.9173 2020-07-01 14:23:43,471 - mmaction - INFO - Epoch [98][660/835] lr: 1.125e-04, eta: 0:18:48, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1953, loss: 1.1953 2020-07-01 14:23:55,544 - mmaction - INFO - Epoch [98][680/835] lr: 1.125e-04, eta: 0:18:36, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.6917, top5_acc: 0.8750, loss_cls: 1.1672, loss: 1.1672 2020-07-01 14:24:07,640 - mmaction - INFO - Epoch [98][700/835] lr: 1.125e-04, eta: 0:18:23, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8792, loss_cls: 1.1103, loss: 1.1103 2020-07-01 14:24:19,678 - mmaction - INFO - Epoch [98][720/835] lr: 1.125e-04, eta: 0:18:11, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.0872, loss: 1.0872 2020-07-01 14:24:31,707 - mmaction - INFO - Epoch [98][740/835] lr: 1.125e-04, eta: 0:17:59, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.0715, loss: 1.0715 2020-07-01 14:24:43,778 - mmaction - INFO - Epoch [98][760/835] lr: 1.125e-04, eta: 0:17:46, time: 0.603, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.8917, loss_cls: 1.0652, loss: 1.0652 2020-07-01 14:24:55,761 - mmaction - INFO - Epoch [98][780/835] lr: 1.125e-04, eta: 0:17:34, time: 0.599, data_time: 0.003, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1826, loss: 1.1826 2020-07-01 14:25:07,813 - mmaction - INFO - Epoch [98][800/835] lr: 1.125e-04, eta: 0:17:22, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7250, top5_acc: 0.9125, loss_cls: 1.0667, loss: 1.0667 2020-07-01 14:25:19,927 - mmaction - INFO - Epoch [98][820/835] lr: 1.125e-04, eta: 0:17:10, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9000, loss_cls: 0.9618, loss: 0.9618 2020-07-01 14:25:55,210 - mmaction - INFO - Epoch [99][20/835] lr: 1.125e-04, eta: 0:16:49, time: 1.265, data_time: 0.670, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8917, loss_cls: 0.9866, loss: 0.9866 2020-07-01 14:26:07,213 - mmaction - INFO - Epoch [99][40/835] lr: 1.125e-04, eta: 0:16:37, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8708, loss_cls: 1.1109, loss: 1.1109 2020-07-01 14:26:19,250 - mmaction - INFO - Epoch [99][60/835] lr: 1.125e-04, eta: 0:16:25, time: 0.600, data_time: 0.000, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.2323, loss: 1.2323 2020-07-01 14:26:31,291 - mmaction - INFO - Epoch [99][80/835] lr: 1.125e-04, eta: 0:16:12, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8792, loss_cls: 1.1179, loss: 1.1179 2020-07-01 14:26:43,295 - mmaction - INFO - Epoch [99][100/835] lr: 1.125e-04, eta: 0:16:00, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.0577, loss: 1.0577 2020-07-01 14:26:55,362 - mmaction - INFO - Epoch [99][120/835] lr: 1.125e-04, eta: 0:15:48, time: 0.604, data_time: 0.004, memory: 8346, top1_acc: 0.7375, top5_acc: 0.8833, loss_cls: 1.0442, loss: 1.0442 2020-07-01 14:27:07,484 - mmaction - INFO - Epoch [99][140/835] lr: 1.125e-04, eta: 0:15:35, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8625, loss_cls: 1.2062, loss: 1.2062 2020-07-01 14:27:19,531 - mmaction - INFO - Epoch [99][160/835] lr: 1.125e-04, eta: 0:15:23, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8875, loss_cls: 1.0886, loss: 1.0886 2020-07-01 14:27:31,596 - mmaction - INFO - Epoch [99][180/835] lr: 1.125e-04, eta: 0:15:11, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.0659, loss: 1.0659 2020-07-01 14:27:43,693 - mmaction - INFO - Epoch [99][200/835] lr: 1.125e-04, eta: 0:14:59, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7833, top5_acc: 0.9000, loss_cls: 0.9697, loss: 0.9697 2020-07-01 14:27:55,793 - mmaction - INFO - Epoch [99][220/835] lr: 1.125e-04, eta: 0:14:46, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.8835, loss: 0.8835 2020-07-01 14:28:07,784 - mmaction - INFO - Epoch [99][240/835] lr: 1.125e-04, eta: 0:14:34, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7042, top5_acc: 0.8667, loss_cls: 1.1059, loss: 1.1059 2020-07-01 14:28:19,870 - mmaction - INFO - Epoch [99][260/835] lr: 1.125e-04, eta: 0:14:22, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.8083, top5_acc: 0.9083, loss_cls: 0.8253, loss: 0.8253 2020-07-01 14:28:31,916 - mmaction - INFO - Epoch [99][280/835] lr: 1.125e-04, eta: 0:14:10, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.9167, loss_cls: 1.0119, loss: 1.0119 2020-07-01 14:28:43,975 - mmaction - INFO - Epoch [99][300/835] lr: 1.125e-04, eta: 0:13:57, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8375, loss_cls: 1.3128, loss: 1.3128 2020-07-01 14:28:55,989 - mmaction - INFO - Epoch [99][320/835] lr: 1.125e-04, eta: 0:13:45, time: 0.600, data_time: 0.000, memory: 8346, top1_acc: 0.7042, top5_acc: 0.8500, loss_cls: 1.3321, loss: 1.3321 2020-07-01 14:29:08,096 - mmaction - INFO - Epoch [99][340/835] lr: 1.125e-04, eta: 0:13:33, time: 0.605, data_time: 0.003, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9042, loss_cls: 0.9984, loss: 0.9984 2020-07-01 14:29:20,203 - mmaction - INFO - Epoch [99][360/835] lr: 1.125e-04, eta: 0:13:21, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.8792, loss_cls: 1.1743, loss: 1.1743 2020-07-01 14:29:32,299 - mmaction - INFO - Epoch [99][380/835] lr: 1.125e-04, eta: 0:13:08, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9489, loss: 0.9489 2020-07-01 14:29:44,317 - mmaction - INFO - Epoch [99][400/835] lr: 1.125e-04, eta: 0:12:56, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9292, loss_cls: 0.9726, loss: 0.9726 2020-07-01 14:29:56,358 - mmaction - INFO - Epoch [99][420/835] lr: 1.125e-04, eta: 0:12:44, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.8875, loss_cls: 1.0128, loss: 1.0128 2020-07-01 14:30:08,425 - mmaction - INFO - Epoch [99][440/835] lr: 1.125e-04, eta: 0:12:32, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8875, loss_cls: 1.1587, loss: 1.1587 2020-07-01 14:30:20,495 - mmaction - INFO - Epoch [99][460/835] lr: 1.125e-04, eta: 0:12:19, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0473, loss: 1.0473 2020-07-01 14:30:32,592 - mmaction - INFO - Epoch [99][480/835] lr: 1.125e-04, eta: 0:12:07, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9208, loss_cls: 0.9440, loss: 0.9440 2020-07-01 14:30:44,608 - mmaction - INFO - Epoch [99][500/835] lr: 1.125e-04, eta: 0:11:55, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7542, top5_acc: 0.8792, loss_cls: 1.1710, loss: 1.1710 2020-07-01 14:30:56,610 - mmaction - INFO - Epoch [99][520/835] lr: 1.125e-04, eta: 0:11:42, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9208, loss_cls: 0.9933, loss: 0.9933 2020-07-01 14:31:08,625 - mmaction - INFO - Epoch [99][540/835] lr: 1.125e-04, eta: 0:11:30, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8667, loss_cls: 1.1955, loss: 1.1955 2020-07-01 14:31:20,669 - mmaction - INFO - Epoch [99][560/835] lr: 1.125e-04, eta: 0:11:18, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8875, loss_cls: 1.0166, loss: 1.0166 2020-07-01 14:31:32,750 - mmaction - INFO - Epoch [99][580/835] lr: 1.125e-04, eta: 0:11:06, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8750, loss_cls: 1.1627, loss: 1.1627 2020-07-01 14:31:44,838 - mmaction - INFO - Epoch [99][600/835] lr: 1.125e-04, eta: 0:10:53, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9250, loss_cls: 0.9455, loss: 0.9455 2020-07-01 14:31:56,853 - mmaction - INFO - Epoch [99][620/835] lr: 1.125e-04, eta: 0:10:41, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 1.0150, loss: 1.0150 2020-07-01 14:32:08,950 - mmaction - INFO - Epoch [99][640/835] lr: 1.125e-04, eta: 0:10:29, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7625, top5_acc: 0.8833, loss_cls: 1.1076, loss: 1.1076 2020-07-01 14:32:20,960 - mmaction - INFO - Epoch [99][660/835] lr: 1.125e-04, eta: 0:10:17, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8667, loss_cls: 1.1934, loss: 1.1934 2020-07-01 14:32:33,111 - mmaction - INFO - Epoch [99][680/835] lr: 1.125e-04, eta: 0:10:05, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.8875, loss_cls: 1.1431, loss: 1.1431 2020-07-01 14:32:45,193 - mmaction - INFO - Epoch [99][700/835] lr: 1.125e-04, eta: 0:09:52, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8833, loss_cls: 1.2092, loss: 1.2092 2020-07-01 14:32:57,285 - mmaction - INFO - Epoch [99][720/835] lr: 1.125e-04, eta: 0:09:40, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.6917, top5_acc: 0.9042, loss_cls: 1.1091, loss: 1.1091 2020-07-01 14:33:09,375 - mmaction - INFO - Epoch [99][740/835] lr: 1.125e-04, eta: 0:09:28, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7750, top5_acc: 0.9083, loss_cls: 1.0109, loss: 1.0109 2020-07-01 14:33:21,514 - mmaction - INFO - Epoch [99][760/835] lr: 1.125e-04, eta: 0:09:16, time: 0.607, data_time: 0.002, memory: 8346, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 1.0183, loss: 1.0183 2020-07-01 14:33:33,554 - mmaction - INFO - Epoch [99][780/835] lr: 1.125e-04, eta: 0:09:03, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7625, top5_acc: 0.8708, loss_cls: 1.0357, loss: 1.0357 2020-07-01 14:33:45,653 - mmaction - INFO - Epoch [99][800/835] lr: 1.125e-04, eta: 0:08:51, time: 0.605, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9000, loss_cls: 1.0600, loss: 1.0600 2020-07-01 14:33:57,741 - mmaction - INFO - Epoch [99][820/835] lr: 1.125e-04, eta: 0:08:39, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8833, loss_cls: 1.0495, loss: 1.0495 2020-07-01 14:34:32,973 - mmaction - INFO - Epoch [100][20/835] lr: 1.125e-04, eta: 0:08:18, time: 1.277, data_time: 0.624, memory: 8346, top1_acc: 0.7458, top5_acc: 0.8667, loss_cls: 1.1284, loss: 1.1284 2020-07-01 14:34:44,973 - mmaction - INFO - Epoch [100][40/835] lr: 1.125e-04, eta: 0:08:06, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9125, loss_cls: 0.8894, loss: 0.8894 2020-07-01 14:34:57,004 - mmaction - INFO - Epoch [100][60/835] lr: 1.125e-04, eta: 0:07:53, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.0606, loss: 1.0606 2020-07-01 14:35:09,039 - mmaction - INFO - Epoch [100][80/835] lr: 1.125e-04, eta: 0:07:41, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.6792, top5_acc: 0.8250, loss_cls: 1.2856, loss: 1.2856 2020-07-01 14:35:21,091 - mmaction - INFO - Epoch [100][100/835] lr: 1.125e-04, eta: 0:07:29, time: 0.604, data_time: 0.002, memory: 8346, top1_acc: 0.7708, top5_acc: 0.8833, loss_cls: 1.0736, loss: 1.0736 2020-07-01 14:35:33,147 - mmaction - INFO - Epoch [100][120/835] lr: 1.125e-04, eta: 0:07:17, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8708, loss_cls: 1.2468, loss: 1.2468 2020-07-01 14:35:45,202 - mmaction - INFO - Epoch [100][140/835] lr: 1.125e-04, eta: 0:07:04, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.6792, top5_acc: 0.8708, loss_cls: 1.2757, loss: 1.2757 2020-07-01 14:35:57,306 - mmaction - INFO - Epoch [100][160/835] lr: 1.125e-04, eta: 0:06:52, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7792, top5_acc: 0.9125, loss_cls: 1.0001, loss: 1.0001 2020-07-01 14:36:09,379 - mmaction - INFO - Epoch [100][180/835] lr: 1.125e-04, eta: 0:06:40, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1116, loss: 1.1116 2020-07-01 14:36:21,440 - mmaction - INFO - Epoch [100][200/835] lr: 1.125e-04, eta: 0:06:28, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 1.0098, loss: 1.0098 2020-07-01 14:36:33,487 - mmaction - INFO - Epoch [100][220/835] lr: 1.125e-04, eta: 0:06:15, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.2155, loss: 1.2155 2020-07-01 14:36:45,585 - mmaction - INFO - Epoch [100][240/835] lr: 1.125e-04, eta: 0:06:03, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7625, top5_acc: 0.8875, loss_cls: 1.0548, loss: 1.0548 2020-07-01 14:36:57,685 - mmaction - INFO - Epoch [100][260/835] lr: 1.125e-04, eta: 0:05:51, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7250, top5_acc: 0.8833, loss_cls: 1.1343, loss: 1.1343 2020-07-01 14:37:09,692 - mmaction - INFO - Epoch [100][280/835] lr: 1.125e-04, eta: 0:05:39, time: 0.599, data_time: 0.001, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9208, loss_cls: 1.0235, loss: 1.0235 2020-07-01 14:37:21,743 - mmaction - INFO - Epoch [100][300/835] lr: 1.125e-04, eta: 0:05:27, time: 0.602, data_time: 0.002, memory: 8346, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 0.9965, loss: 0.9965 2020-07-01 14:37:33,826 - mmaction - INFO - Epoch [100][320/835] lr: 1.125e-04, eta: 0:05:14, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7292, top5_acc: 0.8917, loss_cls: 1.1209, loss: 1.1209 2020-07-01 14:37:45,903 - mmaction - INFO - Epoch [100][340/835] lr: 1.125e-04, eta: 0:05:02, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7625, top5_acc: 0.8833, loss_cls: 1.0489, loss: 1.0489 2020-07-01 14:37:57,987 - mmaction - INFO - Epoch [100][360/835] lr: 1.125e-04, eta: 0:04:50, time: 0.605, data_time: 0.002, memory: 8346, top1_acc: 0.7792, top5_acc: 0.9417, loss_cls: 0.8681, loss: 0.8681 2020-07-01 14:38:10,075 - mmaction - INFO - Epoch [100][380/835] lr: 1.125e-04, eta: 0:04:38, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.6875, top5_acc: 0.8583, loss_cls: 1.2791, loss: 1.2791 2020-07-01 14:38:22,121 - mmaction - INFO - Epoch [100][400/835] lr: 1.125e-04, eta: 0:04:25, time: 0.603, data_time: 0.002, memory: 8346, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.1753, loss: 1.1753 2020-07-01 14:38:34,201 - mmaction - INFO - Epoch [100][420/835] lr: 1.125e-04, eta: 0:04:13, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7792, top5_acc: 0.8958, loss_cls: 1.0046, loss: 1.0046 2020-07-01 14:38:46,245 - mmaction - INFO - Epoch [100][440/835] lr: 1.125e-04, eta: 0:04:01, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7125, top5_acc: 0.8625, loss_cls: 1.2691, loss: 1.2691 2020-07-01 14:38:58,356 - mmaction - INFO - Epoch [100][460/835] lr: 1.125e-04, eta: 0:03:49, time: 0.606, data_time: 0.002, memory: 8346, top1_acc: 0.7333, top5_acc: 0.9208, loss_cls: 1.0513, loss: 1.0513 2020-07-01 14:39:10,545 - mmaction - INFO - Epoch [100][480/835] lr: 1.125e-04, eta: 0:03:36, time: 0.610, data_time: 0.001, memory: 8346, top1_acc: 0.7083, top5_acc: 0.8792, loss_cls: 1.1173, loss: 1.1173 2020-07-01 14:39:22,600 - mmaction - INFO - Epoch [100][500/835] lr: 1.125e-04, eta: 0:03:24, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1047, loss: 1.1047 2020-07-01 14:39:34,590 - mmaction - INFO - Epoch [100][520/835] lr: 1.125e-04, eta: 0:03:12, time: 0.600, data_time: 0.003, memory: 8346, top1_acc: 0.7417, top5_acc: 0.8667, loss_cls: 1.1183, loss: 1.1183 2020-07-01 14:39:46,634 - mmaction - INFO - Epoch [100][540/835] lr: 1.125e-04, eta: 0:03:00, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7500, top5_acc: 0.8667, loss_cls: 1.1395, loss: 1.1395 2020-07-01 14:39:58,758 - mmaction - INFO - Epoch [100][560/835] lr: 1.125e-04, eta: 0:02:48, time: 0.606, data_time: 0.003, memory: 8346, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.9084, loss: 0.9084 2020-07-01 14:40:10,801 - mmaction - INFO - Epoch [100][580/835] lr: 1.125e-04, eta: 0:02:35, time: 0.602, data_time: 0.001, memory: 8346, top1_acc: 0.7667, top5_acc: 0.8792, loss_cls: 1.1007, loss: 1.1007 2020-07-01 14:40:22,835 - mmaction - INFO - Epoch [100][600/835] lr: 1.125e-04, eta: 0:02:23, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7292, top5_acc: 0.9208, loss_cls: 1.0488, loss: 1.0488 2020-07-01 14:40:34,845 - mmaction - INFO - Epoch [100][620/835] lr: 1.125e-04, eta: 0:02:11, time: 0.600, data_time: 0.002, memory: 8346, top1_acc: 0.7625, top5_acc: 0.9417, loss_cls: 0.8605, loss: 0.8605 2020-07-01 14:40:46,859 - mmaction - INFO - Epoch [100][640/835] lr: 1.125e-04, eta: 0:01:59, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7542, top5_acc: 0.9333, loss_cls: 0.8577, loss: 0.8577 2020-07-01 14:40:58,862 - mmaction - INFO - Epoch [100][660/835] lr: 1.125e-04, eta: 0:01:46, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.0854, loss: 1.0854 2020-07-01 14:41:10,880 - mmaction - INFO - Epoch [100][680/835] lr: 1.125e-04, eta: 0:01:34, time: 0.600, data_time: 0.001, memory: 8346, top1_acc: 0.7833, top5_acc: 0.9000, loss_cls: 0.9963, loss: 0.9963 2020-07-01 14:41:23,010 - mmaction - INFO - Epoch [100][700/835] lr: 1.125e-04, eta: 0:01:22, time: 0.607, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8708, loss_cls: 1.1619, loss: 1.1619 2020-07-01 14:41:35,090 - mmaction - INFO - Epoch [100][720/835] lr: 1.125e-04, eta: 0:01:10, time: 0.601, data_time: 0.001, memory: 8346, top1_acc: 0.6833, top5_acc: 0.8625, loss_cls: 1.2700, loss: 1.2700 2020-07-01 14:41:47,172 - mmaction - INFO - Epoch [100][740/835] lr: 1.125e-04, eta: 0:00:58, time: 0.607, data_time: 0.005, memory: 8346, top1_acc: 0.7167, top5_acc: 0.8750, loss_cls: 1.1639, loss: 1.1639 2020-07-01 14:41:59,189 - mmaction - INFO - Epoch [100][760/835] lr: 1.125e-04, eta: 0:00:45, time: 0.601, data_time: 0.002, memory: 8346, top1_acc: 0.7208, top5_acc: 0.8917, loss_cls: 1.1070, loss: 1.1070 2020-07-01 14:42:11,276 - mmaction - INFO - Epoch [100][780/835] lr: 1.125e-04, eta: 0:00:33, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7667, top5_acc: 0.9167, loss_cls: 0.9638, loss: 0.9638 2020-07-01 14:42:23,331 - mmaction - INFO - Epoch [100][800/835] lr: 1.125e-04, eta: 0:00:21, time: 0.603, data_time: 0.003, memory: 8346, top1_acc: 0.7792, top5_acc: 0.9000, loss_cls: 1.0210, loss: 1.0210 2020-07-01 14:42:35,420 - mmaction - INFO - Epoch [100][820/835] lr: 1.125e-04, eta: 0:00:09, time: 0.604, data_time: 0.001, memory: 8346, top1_acc: 0.7625, top5_acc: 0.8750, loss_cls: 1.0443, loss: 1.0443 2020-07-01 14:42:49,948 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-07-01 14:43:29,461 - mmaction - INFO - Evaluating top_k_accuracy... 2020-07-01 14:43:30,410 - mmaction - INFO - top1_acc 0.7108 top5_acc 0.8953 2020-07-01 14:43:30,410 - mmaction - INFO - Evaluating mean_class_accuracy... 2020-07-01 14:43:30,463 - mmaction - INFO - mean_acc 0.7107 2020-07-01 14:43:30,472 - mmaction - INFO - Epoch [100][835/835] lr: 1.125e-04, top1_acc: 0.7108, top5_acc: 0.8953, mean_class_accuracy: 0.7107