2020-07-22 14:51:13,082 - 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: 1.0.3 MMAction: 0.1.0+c43f912 ------------------------------------------------------------ 2020-07-22 14:51:13,082 - mmaction - INFO - Distributed training: True 2020-07-22 14:51:13,082 - mmaction - INFO - Config: /mnt/lustre/duanhaodong/mmaction2/configs/benchmark/tsn_se.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' ann_file_test = '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=3), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1), 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=3, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='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='TenCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=32, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.01, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=5) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/tsn_se/' load_from = None resume_from = None workflow = [('train', 5)] 2020-07-22 14:51:16,574 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-07-22 14:51:30,590 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-36-202, work_dir: /mnt/lustre/duanhaodong/mmaction2/work_dirs/tsn_se 2020-07-22 14:51:30,590 - mmaction - INFO - workflow: [('train', 5)], max: 100 epochs 2020-07-22 14:54:32,954 - mmaction - INFO - Epoch [1][20/940] lr: 1.000e-02, eta: 9 days, 21:55:37, time: 9.114, data_time: 7.835, memory: 8344, top1_acc: 0.0066, top5_acc: 0.0293, loss_cls: 5.9479, loss: 5.9479, grad_norm: 2.2884 2020-07-22 14:54:45,321 - mmaction - INFO - Epoch [1][40/940] lr: 1.000e-02, eta: 5 days, 7:01:32, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.0307, top5_acc: 0.1035, loss_cls: 5.7092, loss: 5.7092, grad_norm: 2.3582 2020-07-22 14:54:57,041 - mmaction - INFO - Epoch [1][60/940] lr: 1.000e-02, eta: 3 days, 17:46:05, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.0629, top5_acc: 0.1709, loss_cls: 5.3766, loss: 5.3766, grad_norm: 2.5222 2020-07-22 14:55:09,452 - mmaction - INFO - Epoch [1][80/940] lr: 1.000e-02, eta: 2 days, 23:21:05, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.1010, top5_acc: 0.2574, loss_cls: 4.9732, loss: 4.9732, grad_norm: 2.6370 2020-07-22 14:55:21,809 - mmaction - INFO - Epoch [1][100/940] lr: 1.000e-02, eta: 2 days, 12:17:37, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.1217, top5_acc: 0.2951, loss_cls: 4.6992, loss: 4.6992, grad_norm: 2.7208 2020-07-22 14:55:33,504 - mmaction - INFO - Epoch [1][120/940] lr: 1.000e-02, eta: 2 days, 4:46:43, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.1465, top5_acc: 0.3438, loss_cls: 4.4040, loss: 4.4040, grad_norm: 2.7876 2020-07-22 14:55:45,204 - mmaction - INFO - Epoch [1][140/940] lr: 1.000e-02, eta: 1 day, 23:24:19, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.1619, top5_acc: 0.3771, loss_cls: 4.2504, loss: 4.2504, grad_norm: 2.8321 2020-07-22 14:55:57,747 - mmaction - INFO - Epoch [1][160/940] lr: 1.000e-02, eta: 1 day, 19:30:41, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.1770, top5_acc: 0.3865, loss_cls: 4.1011, loss: 4.1011, grad_norm: 2.9167 2020-07-22 14:56:10,324 - mmaction - INFO - Epoch [1][180/940] lr: 1.000e-02, eta: 1 day, 16:29:29, time: 0.629, data_time: 0.004, memory: 8344, top1_acc: 0.1969, top5_acc: 0.4320, loss_cls: 3.9547, loss: 3.9547, grad_norm: 2.9733 2020-07-22 14:56:22,726 - mmaction - INFO - Epoch [1][200/940] lr: 1.000e-02, eta: 1 day, 14:03:03, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.2090, top5_acc: 0.4561, loss_cls: 3.8467, loss: 3.8467, grad_norm: 3.0214 2020-07-22 14:56:34,506 - mmaction - INFO - Epoch [1][220/940] lr: 1.000e-02, eta: 1 day, 11:58:52, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.2217, top5_acc: 0.4609, loss_cls: 3.7664, loss: 3.7664, grad_norm: 3.0929 2020-07-22 14:56:46,462 - mmaction - INFO - Epoch [1][240/940] lr: 1.000e-02, eta: 1 day, 10:16:15, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.2422, top5_acc: 0.4754, loss_cls: 3.7181, loss: 3.7181, grad_norm: 3.1519 2020-07-22 14:56:58,214 - mmaction - INFO - Epoch [1][260/940] lr: 1.000e-02, eta: 1 day, 8:48:22, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.2391, top5_acc: 0.4891, loss_cls: 3.6308, loss: 3.6308, grad_norm: 3.2087 2020-07-22 14:57:09,994 - mmaction - INFO - Epoch [1][280/940] lr: 1.000e-02, eta: 1 day, 7:33:01, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.2428, top5_acc: 0.4984, loss_cls: 3.5674, loss: 3.5674, grad_norm: 3.2123 2020-07-22 14:57:21,835 - mmaction - INFO - Epoch [1][300/940] lr: 1.000e-02, eta: 1 day, 6:28:06, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.2479, top5_acc: 0.5098, loss_cls: 3.5303, loss: 3.5303, grad_norm: 3.2914 2020-07-22 14:57:33,634 - mmaction - INFO - Epoch [1][320/940] lr: 1.000e-02, eta: 1 day, 5:31:02, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.2660, top5_acc: 0.5143, loss_cls: 3.4628, loss: 3.4628, grad_norm: 3.2955 2020-07-22 14:57:45,418 - mmaction - INFO - Epoch [1][340/940] lr: 1.000e-02, eta: 1 day, 4:40:35, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.2725, top5_acc: 0.5447, loss_cls: 3.3648, loss: 3.3648, grad_norm: 3.3548 2020-07-22 14:57:57,266 - mmaction - INFO - Epoch [1][360/940] lr: 1.000e-02, eta: 1 day, 3:56:00, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.2699, top5_acc: 0.5324, loss_cls: 3.3685, loss: 3.3685, grad_norm: 3.3871 2020-07-22 14:58:09,069 - mmaction - INFO - Epoch [1][380/940] lr: 1.000e-02, eta: 1 day, 3:15:56, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.2877, top5_acc: 0.5422, loss_cls: 3.3182, loss: 3.3182, grad_norm: 3.4152 2020-07-22 14:58:21,584 - mmaction - INFO - Epoch [1][400/940] lr: 1.000e-02, eta: 1 day, 2:42:37, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.2943, top5_acc: 0.5559, loss_cls: 3.2529, loss: 3.2529, grad_norm: 3.4583 2020-07-22 14:58:33,629 - mmaction - INFO - Epoch [1][420/940] lr: 1.000e-02, eta: 1 day, 2:10:44, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.2908, top5_acc: 0.5551, loss_cls: 3.2793, loss: 3.2793, grad_norm: 3.4656 2020-07-22 14:58:45,392 - mmaction - INFO - Epoch [1][440/940] lr: 1.000e-02, eta: 1 day, 1:40:41, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.3027, top5_acc: 0.5617, loss_cls: 3.2081, loss: 3.2081, grad_norm: 3.5278 2020-07-22 14:58:57,203 - mmaction - INFO - Epoch [1][460/940] lr: 1.000e-02, eta: 1 day, 1:13:26, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.2988, top5_acc: 0.5678, loss_cls: 3.2143, loss: 3.2143, grad_norm: 3.5163 2020-07-22 14:59:09,081 - mmaction - INFO - Epoch [1][480/940] lr: 1.000e-02, eta: 1 day, 0:48:36, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.3068, top5_acc: 0.5785, loss_cls: 3.1612, loss: 3.1612, grad_norm: 3.5365 2020-07-22 14:59:21,621 - mmaction - INFO - Epoch [1][500/940] lr: 1.000e-02, eta: 1 day, 0:27:51, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.3053, top5_acc: 0.5713, loss_cls: 3.1825, loss: 3.1825, grad_norm: 3.6173 2020-07-22 14:59:33,420 - mmaction - INFO - Epoch [1][520/940] lr: 1.000e-02, eta: 1 day, 0:06:27, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.3148, top5_acc: 0.5947, loss_cls: 3.1286, loss: 3.1286, grad_norm: 3.6471 2020-07-22 14:59:45,251 - mmaction - INFO - Epoch [1][540/940] lr: 1.000e-02, eta: 23:46:42, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.3234, top5_acc: 0.5873, loss_cls: 3.0587, loss: 3.0587, grad_norm: 3.6183 2020-07-22 14:59:57,047 - mmaction - INFO - Epoch [1][560/940] lr: 1.000e-02, eta: 23:28:17, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.3186, top5_acc: 0.5820, loss_cls: 3.0966, loss: 3.0966, grad_norm: 3.6838 2020-07-22 15:00:13,889 - mmaction - INFO - Epoch [1][580/940] lr: 1.000e-02, eta: 23:24:25, time: 0.838, data_time: 0.002, memory: 8344, top1_acc: 0.3238, top5_acc: 0.5861, loss_cls: 3.0724, loss: 3.0724, grad_norm: 3.6851 2020-07-22 15:00:26,343 - mmaction - INFO - Epoch [1][600/940] lr: 1.000e-02, eta: 23:09:49, time: 0.626, data_time: 0.012, memory: 8344, top1_acc: 0.3211, top5_acc: 0.5824, loss_cls: 3.0999, loss: 3.0999, grad_norm: 3.7663 2020-07-22 15:00:38,256 - mmaction - INFO - Epoch [1][620/940] lr: 1.000e-02, eta: 22:54:37, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0255, loss: 3.0255, grad_norm: 3.7120 2020-07-22 15:00:50,734 - mmaction - INFO - Epoch [1][640/940] lr: 1.000e-02, eta: 22:41:41, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.3410, top5_acc: 0.6078, loss_cls: 2.9784, loss: 2.9784, grad_norm: 3.7389 2020-07-22 15:01:04,157 - mmaction - INFO - Epoch [1][660/940] lr: 1.000e-02, eta: 22:31:47, time: 0.671, data_time: 0.002, memory: 8344, top1_acc: 0.3277, top5_acc: 0.5920, loss_cls: 2.9972, loss: 2.9972, grad_norm: 3.7660 2020-07-22 15:01:15,972 - mmaction - INFO - Epoch [1][680/940] lr: 1.000e-02, eta: 22:18:46, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.3258, top5_acc: 0.5965, loss_cls: 3.0175, loss: 3.0175, grad_norm: 3.8150 2020-07-22 15:01:28,757 - mmaction - INFO - Epoch [1][700/940] lr: 1.000e-02, eta: 22:08:37, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.3508, top5_acc: 0.6160, loss_cls: 2.9150, loss: 2.9150, grad_norm: 3.7550 2020-07-22 15:01:40,775 - mmaction - INFO - Epoch [1][720/940] lr: 1.000e-02, eta: 21:57:25, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.3545, top5_acc: 0.6154, loss_cls: 2.9396, loss: 2.9396, grad_norm: 3.7347 2020-07-22 15:01:52,583 - mmaction - INFO - Epoch [1][740/940] lr: 1.000e-02, eta: 21:46:20, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.3455, top5_acc: 0.6150, loss_cls: 2.9440, loss: 2.9440, grad_norm: 3.7794 2020-07-22 15:02:04,715 - mmaction - INFO - Epoch [1][760/940] lr: 1.000e-02, eta: 21:36:30, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.3338, top5_acc: 0.6041, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.8652 2020-07-22 15:02:17,169 - mmaction - INFO - Epoch [1][780/940] lr: 1.000e-02, eta: 21:27:46, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.3410, top5_acc: 0.6105, loss_cls: 2.9485, loss: 2.9485, grad_norm: 3.9058 2020-07-22 15:02:29,620 - mmaction - INFO - Epoch [1][800/940] lr: 1.000e-02, eta: 21:19:31, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.3420, top5_acc: 0.6184, loss_cls: 2.9195, loss: 2.9195, grad_norm: 3.9547 2020-07-22 15:02:42,137 - mmaction - INFO - Epoch [1][820/940] lr: 1.000e-02, eta: 21:11:43, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.3510, top5_acc: 0.6297, loss_cls: 2.8694, loss: 2.8694, grad_norm: 3.9365 2020-07-22 15:02:53,943 - mmaction - INFO - Epoch [1][840/940] lr: 1.000e-02, eta: 21:02:59, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.3586, top5_acc: 0.6195, loss_cls: 2.8776, loss: 2.8776, grad_norm: 3.9374 2020-07-22 15:03:06,504 - mmaction - INFO - Epoch [1][860/940] lr: 1.000e-02, eta: 20:56:02, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.3625, top5_acc: 0.6240, loss_cls: 2.8629, loss: 2.8629, grad_norm: 3.9128 2020-07-22 15:03:18,256 - mmaction - INFO - Epoch [1][880/940] lr: 1.000e-02, eta: 20:47:57, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.3650, top5_acc: 0.6348, loss_cls: 2.8423, loss: 2.8423, grad_norm: 3.9289 2020-07-22 15:03:30,697 - mmaction - INFO - Epoch [1][900/940] lr: 1.000e-02, eta: 20:41:23, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.3557, top5_acc: 0.6258, loss_cls: 2.8665, loss: 2.8665, grad_norm: 3.9793 2020-07-22 15:03:42,550 - mmaction - INFO - Epoch [1][920/940] lr: 1.000e-02, eta: 20:34:09, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.3586, top5_acc: 0.6225, loss_cls: 2.8549, loss: 2.8549, grad_norm: 3.9746 2020-07-22 15:03:53,731 - mmaction - INFO - Epoch [1][940/940] lr: 1.000e-02, eta: 20:26:05, time: 0.559, data_time: 0.001, memory: 8344, top1_acc: 0.3480, top5_acc: 0.6226, loss_cls: 2.8731, loss: 2.8731, grad_norm: 4.0506 2020-07-22 15:06:20,636 - mmaction - INFO - Epoch [2][20/940] lr: 1.000e-02, eta: 23:44:18, time: 6.934, data_time: 6.324, memory: 8344, top1_acc: 0.3711, top5_acc: 0.6379, loss_cls: 2.7928, loss: 2.7928, grad_norm: 4.0600 2020-07-22 15:06:32,900 - mmaction - INFO - Epoch [2][40/940] lr: 1.000e-02, eta: 23:34:21, time: 0.614, data_time: 0.005, memory: 8344, top1_acc: 0.3785, top5_acc: 0.6414, loss_cls: 2.7708, loss: 2.7708, grad_norm: 3.9457 2020-07-22 15:06:44,667 - mmaction - INFO - Epoch [2][60/940] lr: 1.000e-02, eta: 23:23:58, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.3686, top5_acc: 0.6449, loss_cls: 2.7770, loss: 2.7770, grad_norm: 3.9993 2020-07-22 15:06:57,041 - mmaction - INFO - Epoch [2][80/940] lr: 1.000e-02, eta: 23:14:58, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.3752, top5_acc: 0.6438, loss_cls: 2.7601, loss: 2.7601, grad_norm: 4.0085 2020-07-22 15:07:08,921 - mmaction - INFO - Epoch [2][100/940] lr: 1.000e-02, eta: 23:05:32, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.3781, top5_acc: 0.6430, loss_cls: 2.7556, loss: 2.7556, grad_norm: 4.0287 2020-07-22 15:07:20,640 - mmaction - INFO - Epoch [2][120/940] lr: 1.000e-02, eta: 22:56:13, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.3672, top5_acc: 0.6311, loss_cls: 2.8311, loss: 2.8311, grad_norm: 4.0465 2020-07-22 15:07:32,448 - mmaction - INFO - Epoch [2][140/940] lr: 1.000e-02, eta: 22:47:23, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.3869, top5_acc: 0.6533, loss_cls: 2.7242, loss: 2.7242, grad_norm: 4.0141 2020-07-22 15:07:44,930 - mmaction - INFO - Epoch [2][160/940] lr: 1.000e-02, eta: 22:39:48, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.3770, top5_acc: 0.6418, loss_cls: 2.7587, loss: 2.7587, grad_norm: 4.0545 2020-07-22 15:07:57,261 - mmaction - INFO - Epoch [2][180/940] lr: 1.000e-02, eta: 22:32:17, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.3750, top5_acc: 0.6492, loss_cls: 2.7648, loss: 2.7648, grad_norm: 4.1126 2020-07-22 15:08:09,096 - mmaction - INFO - Epoch [2][200/940] lr: 1.000e-02, eta: 22:24:20, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.3902, top5_acc: 0.6393, loss_cls: 2.7397, loss: 2.7397, grad_norm: 4.0876 2020-07-22 15:08:20,909 - mmaction - INFO - Epoch [2][220/940] lr: 1.000e-02, eta: 22:16:38, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.3758, top5_acc: 0.6516, loss_cls: 2.7351, loss: 2.7351, grad_norm: 4.1196 2020-07-22 15:08:32,821 - mmaction - INFO - Epoch [2][240/940] lr: 1.000e-02, eta: 22:09:18, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.3820, top5_acc: 0.6459, loss_cls: 2.7093, loss: 2.7093, grad_norm: 4.0793 2020-07-22 15:08:44,555 - mmaction - INFO - Epoch [2][260/940] lr: 1.000e-02, eta: 22:02:00, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.3783, top5_acc: 0.6498, loss_cls: 2.7336, loss: 2.7336, grad_norm: 4.1787 2020-07-22 15:08:57,098 - mmaction - INFO - Epoch [2][280/940] lr: 1.000e-02, eta: 21:55:52, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.3820, top5_acc: 0.6486, loss_cls: 2.7518, loss: 2.7518, grad_norm: 4.1938 2020-07-22 15:09:09,402 - mmaction - INFO - Epoch [2][300/940] lr: 1.000e-02, eta: 21:49:39, time: 0.613, data_time: 0.015, memory: 8344, top1_acc: 0.3953, top5_acc: 0.6664, loss_cls: 2.6619, loss: 2.6619, grad_norm: 4.1010 2020-07-22 15:09:21,376 - mmaction - INFO - Epoch [2][320/940] lr: 1.000e-02, eta: 21:43:23, time: 0.603, data_time: 0.007, memory: 8344, top1_acc: 0.3977, top5_acc: 0.6486, loss_cls: 2.7041, loss: 2.7041, grad_norm: 4.1546 2020-07-22 15:09:33,234 - mmaction - INFO - Epoch [2][340/940] lr: 1.000e-02, eta: 21:37:04, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.3830, top5_acc: 0.6465, loss_cls: 2.7385, loss: 2.7385, grad_norm: 4.1611 2020-07-22 15:09:45,059 - mmaction - INFO - Epoch [2][360/940] lr: 1.000e-02, eta: 21:30:53, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4006, top5_acc: 0.6633, loss_cls: 2.6619, loss: 2.6619, grad_norm: 4.1093 2020-07-22 15:09:57,798 - mmaction - INFO - Epoch [2][380/940] lr: 1.000e-02, eta: 21:25:57, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.3893, top5_acc: 0.6502, loss_cls: 2.7008, loss: 2.7008, grad_norm: 4.1638 2020-07-22 15:10:10,176 - mmaction - INFO - Epoch [2][400/940] lr: 1.000e-02, eta: 21:20:45, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.4021, top5_acc: 0.6598, loss_cls: 2.6490, loss: 2.6490, grad_norm: 4.1542 2020-07-22 15:10:22,025 - mmaction - INFO - Epoch [2][420/940] lr: 1.000e-02, eta: 21:15:06, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.3857, top5_acc: 0.6535, loss_cls: 2.6927, loss: 2.6927, grad_norm: 4.2188 2020-07-22 15:10:33,794 - mmaction - INFO - Epoch [2][440/940] lr: 1.000e-02, eta: 21:09:31, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.3980, top5_acc: 0.6588, loss_cls: 2.6816, loss: 2.6816, grad_norm: 4.2088 2020-07-22 15:10:46,405 - mmaction - INFO - Epoch [2][460/940] lr: 1.000e-02, eta: 21:05:00, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.3994, top5_acc: 0.6557, loss_cls: 2.6896, loss: 2.6896, grad_norm: 4.1477 2020-07-22 15:10:58,429 - mmaction - INFO - Epoch [2][480/940] lr: 1.000e-02, eta: 20:59:59, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.3992, top5_acc: 0.6666, loss_cls: 2.6357, loss: 2.6357, grad_norm: 4.1759 2020-07-22 15:11:10,845 - mmaction - INFO - Epoch [2][500/940] lr: 1.000e-02, eta: 20:55:32, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.4066, top5_acc: 0.6701, loss_cls: 2.6205, loss: 2.6205, grad_norm: 4.1555 2020-07-22 15:11:22,657 - mmaction - INFO - Epoch [2][520/940] lr: 1.000e-02, eta: 20:50:31, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4072, top5_acc: 0.6629, loss_cls: 2.6392, loss: 2.6392, grad_norm: 4.1324 2020-07-22 15:11:35,151 - mmaction - INFO - Epoch [2][540/940] lr: 1.000e-02, eta: 20:46:23, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.4045, top5_acc: 0.6633, loss_cls: 2.6470, loss: 2.6470, grad_norm: 4.2114 2020-07-22 15:11:47,179 - mmaction - INFO - Epoch [2][560/940] lr: 1.000e-02, eta: 20:41:52, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.4051, top5_acc: 0.6615, loss_cls: 2.6387, loss: 2.6387, grad_norm: 4.2175 2020-07-22 15:11:59,215 - mmaction - INFO - Epoch [2][580/940] lr: 1.000e-02, eta: 20:37:28, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.4027, top5_acc: 0.6689, loss_cls: 2.6342, loss: 2.6342, grad_norm: 4.2945 2020-07-22 15:12:11,816 - mmaction - INFO - Epoch [2][600/940] lr: 1.000e-02, eta: 20:33:44, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.3939, top5_acc: 0.6531, loss_cls: 2.6677, loss: 2.6677, grad_norm: 4.2747 2020-07-22 15:12:23,733 - mmaction - INFO - Epoch [2][620/940] lr: 1.000e-02, eta: 20:29:26, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.4016, top5_acc: 0.6705, loss_cls: 2.6245, loss: 2.6245, grad_norm: 4.2269 2020-07-22 15:12:36,238 - mmaction - INFO - Epoch [2][640/940] lr: 1.000e-02, eta: 20:25:47, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.3979, top5_acc: 0.6687, loss_cls: 2.6706, loss: 2.6706, grad_norm: 4.2791 2020-07-22 15:12:48,919 - mmaction - INFO - Epoch [2][660/940] lr: 1.000e-02, eta: 20:22:25, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.3893, top5_acc: 0.6598, loss_cls: 2.6608, loss: 2.6608, grad_norm: 4.3014 2020-07-22 15:13:01,298 - mmaction - INFO - Epoch [2][680/940] lr: 1.000e-02, eta: 20:18:50, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.4039, top5_acc: 0.6668, loss_cls: 2.5987, loss: 2.5987, grad_norm: 4.2023 2020-07-22 15:13:13,177 - mmaction - INFO - Epoch [2][700/940] lr: 1.000e-02, eta: 20:14:51, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.3908, top5_acc: 0.6717, loss_cls: 2.6233, loss: 2.6233, grad_norm: 4.3064 2020-07-22 15:13:25,730 - mmaction - INFO - Epoch [2][720/940] lr: 1.000e-02, eta: 20:11:36, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.4002, top5_acc: 0.6490, loss_cls: 2.6769, loss: 2.6769, grad_norm: 4.2855 2020-07-22 15:13:37,533 - mmaction - INFO - Epoch [2][740/940] lr: 1.000e-02, eta: 20:07:44, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.4025, top5_acc: 0.6693, loss_cls: 2.6300, loss: 2.6300, grad_norm: 4.2800 2020-07-22 15:13:50,062 - mmaction - INFO - Epoch [2][760/940] lr: 1.000e-02, eta: 20:04:36, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.4094, top5_acc: 0.6730, loss_cls: 2.5996, loss: 2.5996, grad_norm: 4.2976 2020-07-22 15:14:01,791 - mmaction - INFO - Epoch [2][780/940] lr: 1.000e-02, eta: 20:00:49, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.4010, top5_acc: 0.6725, loss_cls: 2.6248, loss: 2.6248, grad_norm: 4.3709 2020-07-22 15:14:14,323 - mmaction - INFO - Epoch [2][800/940] lr: 1.000e-02, eta: 19:57:50, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.6149, loss: 2.6149, grad_norm: 4.3073 2020-07-22 15:14:26,275 - mmaction - INFO - Epoch [2][820/940] lr: 1.000e-02, eta: 19:54:24, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.4031, top5_acc: 0.6678, loss_cls: 2.6424, loss: 2.6424, grad_norm: 4.3231 2020-07-22 15:14:38,712 - mmaction - INFO - Epoch [2][840/940] lr: 1.000e-02, eta: 19:51:27, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.4037, top5_acc: 0.6713, loss_cls: 2.5976, loss: 2.5976, grad_norm: 4.2900 2020-07-22 15:14:50,487 - mmaction - INFO - Epoch [2][860/940] lr: 1.000e-02, eta: 19:48:01, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.4002, top5_acc: 0.6643, loss_cls: 2.6222, loss: 2.6222, grad_norm: 4.2740 2020-07-22 15:15:02,851 - mmaction - INFO - Epoch [2][880/940] lr: 1.000e-02, eta: 19:45:09, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.4145, top5_acc: 0.6687, loss_cls: 2.6022, loss: 2.6022, grad_norm: 4.2362 2020-07-22 15:15:14,761 - mmaction - INFO - Epoch [2][900/940] lr: 1.000e-02, eta: 19:41:57, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.4148, top5_acc: 0.6746, loss_cls: 2.5791, loss: 2.5791, grad_norm: 4.3254 2020-07-22 15:15:26,667 - mmaction - INFO - Epoch [2][920/940] lr: 1.000e-02, eta: 19:38:48, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4111, top5_acc: 0.6764, loss_cls: 2.5776, loss: 2.5776, grad_norm: 4.3301 2020-07-22 15:15:37,907 - mmaction - INFO - Epoch [2][940/940] lr: 1.000e-02, eta: 19:35:13, time: 0.563, data_time: 0.003, memory: 8344, top1_acc: 0.4030, top5_acc: 0.6648, loss_cls: 2.6187, loss: 2.6187, grad_norm: 4.4089 2020-07-22 15:18:01,546 - mmaction - INFO - Epoch [3][20/940] lr: 1.000e-02, eta: 21:14:34, time: 6.930, data_time: 6.244, memory: 8344, top1_acc: 0.4244, top5_acc: 0.6813, loss_cls: 2.5405, loss: 2.5405, grad_norm: 4.2780 2020-07-22 15:18:13,309 - mmaction - INFO - Epoch [3][40/940] lr: 1.000e-02, eta: 21:10:26, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.4170, top5_acc: 0.6771, loss_cls: 2.5874, loss: 2.5874, grad_norm: 4.3426 2020-07-22 15:18:25,036 - mmaction - INFO - Epoch [3][60/940] lr: 1.000e-02, eta: 21:06:19, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.4174, top5_acc: 0.6797, loss_cls: 2.5322, loss: 2.5322, grad_norm: 4.3786 2020-07-22 15:18:37,469 - mmaction - INFO - Epoch [3][80/940] lr: 1.000e-02, eta: 21:02:52, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.4219, top5_acc: 0.6973, loss_cls: 2.4847, loss: 2.4847, grad_norm: 4.2641 2020-07-22 15:18:49,208 - mmaction - INFO - Epoch [3][100/940] lr: 1.000e-02, eta: 20:58:56, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.4246, top5_acc: 0.6789, loss_cls: 2.5322, loss: 2.5322, grad_norm: 4.2844 2020-07-22 15:19:01,032 - mmaction - INFO - Epoch [3][120/940] lr: 1.000e-02, eta: 20:55:07, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4154, top5_acc: 0.6791, loss_cls: 2.5585, loss: 2.5585, grad_norm: 4.3315 2020-07-22 15:19:12,939 - mmaction - INFO - Epoch [3][140/940] lr: 1.000e-02, eta: 20:51:29, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.4219, top5_acc: 0.6789, loss_cls: 2.5272, loss: 2.5272, grad_norm: 4.3258 2020-07-22 15:19:24,800 - mmaction - INFO - Epoch [3][160/940] lr: 1.000e-02, eta: 20:47:51, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.4170, top5_acc: 0.6900, loss_cls: 2.5095, loss: 2.5095, grad_norm: 4.3261 2020-07-22 15:19:36,654 - mmaction - INFO - Epoch [3][180/940] lr: 1.000e-02, eta: 20:44:17, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.4330, top5_acc: 0.6809, loss_cls: 2.5040, loss: 2.5040, grad_norm: 4.3136 2020-07-22 15:19:48,423 - mmaction - INFO - Epoch [3][200/940] lr: 1.000e-02, eta: 20:40:43, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.4311, top5_acc: 0.6928, loss_cls: 2.4735, loss: 2.4735, grad_norm: 4.3584 2020-07-22 15:20:00,926 - mmaction - INFO - Epoch [3][220/940] lr: 1.000e-02, eta: 20:37:45, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.4254, top5_acc: 0.6820, loss_cls: 2.5471, loss: 2.5471, grad_norm: 4.3332 2020-07-22 15:20:12,755 - mmaction - INFO - Epoch [3][240/940] lr: 1.000e-02, eta: 20:34:21, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4277, top5_acc: 0.6826, loss_cls: 2.5019, loss: 2.5019, grad_norm: 4.3512 2020-07-22 15:20:25,284 - mmaction - INFO - Epoch [3][260/940] lr: 1.000e-02, eta: 20:31:31, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.4117, top5_acc: 0.6836, loss_cls: 2.5505, loss: 2.5505, grad_norm: 4.4001 2020-07-22 15:20:37,108 - mmaction - INFO - Epoch [3][280/940] lr: 1.000e-02, eta: 20:28:13, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.4338, top5_acc: 0.6908, loss_cls: 2.4764, loss: 2.4764, grad_norm: 4.3290 2020-07-22 15:20:48,980 - mmaction - INFO - Epoch [3][300/940] lr: 1.000e-02, eta: 20:25:01, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4318, top5_acc: 0.6945, loss_cls: 2.4839, loss: 2.4839, grad_norm: 4.3255 2020-07-22 15:21:00,843 - mmaction - INFO - Epoch [3][320/940] lr: 1.000e-02, eta: 20:21:52, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.4184, top5_acc: 0.6748, loss_cls: 2.5519, loss: 2.5519, grad_norm: 4.3516 2020-07-22 15:21:13,266 - mmaction - INFO - Epoch [3][340/940] lr: 1.000e-02, eta: 20:19:10, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.4178, top5_acc: 0.6846, loss_cls: 2.5095, loss: 2.5095, grad_norm: 4.3806 2020-07-22 15:21:25,117 - mmaction - INFO - Epoch [3][360/940] lr: 1.000e-02, eta: 20:16:06, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4287, top5_acc: 0.6883, loss_cls: 2.4787, loss: 2.4787, grad_norm: 4.4301 2020-07-22 15:21:37,171 - mmaction - INFO - Epoch [3][380/940] lr: 1.000e-02, eta: 20:13:14, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.4160, top5_acc: 0.6781, loss_cls: 2.5328, loss: 2.5328, grad_norm: 4.4006 2020-07-22 15:21:48,950 - mmaction - INFO - Epoch [3][400/940] lr: 1.000e-02, eta: 20:10:14, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.4418, top5_acc: 0.6957, loss_cls: 2.4525, loss: 2.4525, grad_norm: 4.3543 2020-07-22 15:22:01,416 - mmaction - INFO - Epoch [3][420/940] lr: 1.000e-02, eta: 20:07:43, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.4246, top5_acc: 0.6869, loss_cls: 2.5060, loss: 2.5060, grad_norm: 4.3965 2020-07-22 15:22:13,812 - mmaction - INFO - Epoch [3][440/940] lr: 1.000e-02, eta: 20:05:13, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.4453, top5_acc: 0.7020, loss_cls: 2.4434, loss: 2.4434, grad_norm: 4.3454 2020-07-22 15:22:25,755 - mmaction - INFO - Epoch [3][460/940] lr: 1.000e-02, eta: 20:02:27, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.4357, top5_acc: 0.6910, loss_cls: 2.4540, loss: 2.4540, grad_norm: 4.3862 2020-07-22 15:22:38,201 - mmaction - INFO - Epoch [3][480/940] lr: 1.000e-02, eta: 20:00:03, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.4270, top5_acc: 0.6908, loss_cls: 2.5032, loss: 2.5032, grad_norm: 4.4344 2020-07-22 15:22:50,049 - mmaction - INFO - Epoch [3][500/940] lr: 1.000e-02, eta: 19:57:19, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.4260, top5_acc: 0.6863, loss_cls: 2.5096, loss: 2.5096, grad_norm: 4.4352 2020-07-22 15:23:01,920 - mmaction - INFO - Epoch [3][520/940] lr: 1.000e-02, eta: 19:54:38, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.4344, top5_acc: 0.6826, loss_cls: 2.5038, loss: 2.5038, grad_norm: 4.3595 2020-07-22 15:23:13,893 - mmaction - INFO - Epoch [3][540/940] lr: 1.000e-02, eta: 19:52:03, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.4307, top5_acc: 0.6918, loss_cls: 2.4936, loss: 2.4936, grad_norm: 4.4196 2020-07-22 15:23:25,734 - mmaction - INFO - Epoch [3][560/940] lr: 1.000e-02, eta: 19:49:25, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4203, top5_acc: 0.6766, loss_cls: 2.5600, loss: 2.5600, grad_norm: 4.4808 2020-07-22 15:23:37,702 - mmaction - INFO - Epoch [3][580/940] lr: 1.000e-02, eta: 19:46:55, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.4287, top5_acc: 0.6961, loss_cls: 2.5012, loss: 2.5012, grad_norm: 4.3661 2020-07-22 15:23:49,540 - mmaction - INFO - Epoch [3][600/940] lr: 1.000e-02, eta: 19:44:23, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.4367, top5_acc: 0.6932, loss_cls: 2.4516, loss: 2.4516, grad_norm: 4.3896 2020-07-22 15:24:02,103 - mmaction - INFO - Epoch [3][620/940] lr: 1.000e-02, eta: 19:42:18, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.4352, top5_acc: 0.6861, loss_cls: 2.5170, loss: 2.5170, grad_norm: 4.4441 2020-07-22 15:24:14,742 - mmaction - INFO - Epoch [3][640/940] lr: 1.000e-02, eta: 19:40:18, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.4314, top5_acc: 0.7002, loss_cls: 2.4472, loss: 2.4472, grad_norm: 4.3374 2020-07-22 15:24:27,237 - mmaction - INFO - Epoch [3][660/940] lr: 1.000e-02, eta: 19:38:15, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.4309, top5_acc: 0.6854, loss_cls: 2.4942, loss: 2.4942, grad_norm: 4.4382 2020-07-22 15:24:39,819 - mmaction - INFO - Epoch [3][680/940] lr: 1.000e-02, eta: 19:36:17, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.4158, top5_acc: 0.6816, loss_cls: 2.5488, loss: 2.5488, grad_norm: 4.4999 2020-07-22 15:24:51,632 - mmaction - INFO - Epoch [3][700/940] lr: 1.000e-02, eta: 19:33:53, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4289, top5_acc: 0.6869, loss_cls: 2.4797, loss: 2.4797, grad_norm: 4.4299 2020-07-22 15:25:04,121 - mmaction - INFO - Epoch [3][720/940] lr: 1.000e-02, eta: 19:31:55, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.4355, top5_acc: 0.6875, loss_cls: 2.5005, loss: 2.5005, grad_norm: 4.4569 2020-07-22 15:25:15,899 - mmaction - INFO - Epoch [3][740/940] lr: 1.000e-02, eta: 19:29:34, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4299, top5_acc: 0.6830, loss_cls: 2.4926, loss: 2.4926, grad_norm: 4.4215 2020-07-22 15:25:27,915 - mmaction - INFO - Epoch [3][760/940] lr: 1.000e-02, eta: 19:27:22, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.4344, top5_acc: 0.6963, loss_cls: 2.4701, loss: 2.4701, grad_norm: 4.4026 2020-07-22 15:25:40,361 - mmaction - INFO - Epoch [3][780/940] lr: 1.000e-02, eta: 19:25:28, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.4381, top5_acc: 0.6943, loss_cls: 2.4343, loss: 2.4343, grad_norm: 4.4166 2020-07-22 15:25:52,939 - mmaction - INFO - Epoch [3][800/940] lr: 1.000e-02, eta: 19:23:40, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.4334, top5_acc: 0.6908, loss_cls: 2.4601, loss: 2.4601, grad_norm: 4.4440 2020-07-22 15:26:05,542 - mmaction - INFO - Epoch [3][820/940] lr: 1.000e-02, eta: 19:21:53, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.4338, top5_acc: 0.6861, loss_cls: 2.5142, loss: 2.5142, grad_norm: 4.4233 2020-07-22 15:26:17,802 - mmaction - INFO - Epoch [3][840/940] lr: 1.000e-02, eta: 19:19:57, time: 0.614, data_time: 0.003, memory: 8344, top1_acc: 0.4258, top5_acc: 0.6877, loss_cls: 2.5148, loss: 2.5148, grad_norm: 4.4850 2020-07-22 15:26:30,232 - mmaction - INFO - Epoch [3][860/940] lr: 1.000e-02, eta: 19:18:08, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.4162, top5_acc: 0.6842, loss_cls: 2.5264, loss: 2.5264, grad_norm: 4.4429 2020-07-22 15:26:42,589 - mmaction - INFO - Epoch [3][880/940] lr: 1.000e-02, eta: 19:16:18, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.4363, top5_acc: 0.6934, loss_cls: 2.4618, loss: 2.4618, grad_norm: 4.4012 2020-07-22 15:26:54,525 - mmaction - INFO - Epoch [3][900/940] lr: 1.000e-02, eta: 19:14:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4404, top5_acc: 0.6953, loss_cls: 2.4437, loss: 2.4437, grad_norm: 4.4045 2020-07-22 15:27:06,502 - mmaction - INFO - Epoch [3][920/940] lr: 1.000e-02, eta: 19:12:16, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.4381, top5_acc: 0.6912, loss_cls: 2.4420, loss: 2.4420, grad_norm: 4.3769 2020-07-22 15:27:17,819 - mmaction - INFO - Epoch [3][940/940] lr: 1.000e-02, eta: 19:09:57, time: 0.566, data_time: 0.002, memory: 8344, top1_acc: 0.4398, top5_acc: 0.6941, loss_cls: 2.4327, loss: 2.4327, grad_norm: 4.4480 2020-07-22 15:30:00,562 - mmaction - INFO - Epoch [4][20/940] lr: 1.000e-02, eta: 20:24:56, time: 7.789, data_time: 7.128, memory: 8344, top1_acc: 0.4449, top5_acc: 0.7016, loss_cls: 2.4215, loss: 2.4215, grad_norm: 4.4147 2020-07-22 15:30:12,222 - mmaction - INFO - Epoch [4][40/940] lr: 1.000e-02, eta: 20:22:18, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.4379, top5_acc: 0.6973, loss_cls: 2.4479, loss: 2.4479, grad_norm: 4.4784 2020-07-22 15:30:24,651 - mmaction - INFO - Epoch [4][60/940] lr: 1.000e-02, eta: 20:20:05, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.4520, top5_acc: 0.6953, loss_cls: 2.4104, loss: 2.4104, grad_norm: 4.3991 2020-07-22 15:30:36,632 - mmaction - INFO - Epoch [4][80/940] lr: 1.000e-02, eta: 20:17:41, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.4539, top5_acc: 0.7072, loss_cls: 2.3774, loss: 2.3774, grad_norm: 4.3450 2020-07-22 15:30:49,097 - mmaction - INFO - Epoch [4][100/940] lr: 1.000e-02, eta: 20:15:33, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.4535, top5_acc: 0.7076, loss_cls: 2.3701, loss: 2.3701, grad_norm: 4.4684 2020-07-22 15:31:01,008 - mmaction - INFO - Epoch [4][120/940] lr: 1.000e-02, eta: 20:13:10, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.4473, top5_acc: 0.7146, loss_cls: 2.3629, loss: 2.3629, grad_norm: 4.4195 2020-07-22 15:31:13,880 - mmaction - INFO - Epoch [4][140/940] lr: 1.000e-02, eta: 20:11:19, time: 0.644, data_time: 0.003, memory: 8344, top1_acc: 0.4437, top5_acc: 0.7008, loss_cls: 2.4134, loss: 2.4134, grad_norm: 4.4247 2020-07-22 15:31:25,757 - mmaction - INFO - Epoch [4][160/940] lr: 1.000e-02, eta: 20:08:58, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.4555, top5_acc: 0.7117, loss_cls: 2.3623, loss: 2.3623, grad_norm: 4.4732 2020-07-22 15:31:37,669 - mmaction - INFO - Epoch [4][180/940] lr: 1.000e-02, eta: 20:06:40, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4553, top5_acc: 0.7063, loss_cls: 2.3814, loss: 2.3814, grad_norm: 4.4475 2020-07-22 15:31:49,401 - mmaction - INFO - Epoch [4][200/940] lr: 1.000e-02, eta: 20:04:18, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.4451, top5_acc: 0.6963, loss_cls: 2.4473, loss: 2.4473, grad_norm: 4.5244 2020-07-22 15:32:01,173 - mmaction - INFO - Epoch [4][220/940] lr: 1.000e-02, eta: 20:01:59, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.4555, top5_acc: 0.7092, loss_cls: 2.3757, loss: 2.3757, grad_norm: 4.4343 2020-07-22 15:32:13,794 - mmaction - INFO - Epoch [4][240/940] lr: 1.000e-02, eta: 20:00:07, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.4555, top5_acc: 0.7055, loss_cls: 2.3650, loss: 2.3650, grad_norm: 4.4405 2020-07-22 15:32:26,454 - mmaction - INFO - Epoch [4][260/940] lr: 1.000e-02, eta: 19:58:17, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.4494, top5_acc: 0.7039, loss_cls: 2.4039, loss: 2.4039, grad_norm: 4.4799 2020-07-22 15:32:38,346 - mmaction - INFO - Epoch [4][280/940] lr: 1.000e-02, eta: 19:56:06, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4449, top5_acc: 0.7037, loss_cls: 2.4071, loss: 2.4071, grad_norm: 4.4669 2020-07-22 15:32:50,113 - mmaction - INFO - Epoch [4][300/940] lr: 1.000e-02, eta: 19:53:53, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.4580, top5_acc: 0.7027, loss_cls: 2.4297, loss: 2.4297, grad_norm: 4.4987 2020-07-22 15:33:01,929 - mmaction - INFO - Epoch [4][320/940] lr: 1.000e-02, eta: 19:51:43, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4395, top5_acc: 0.7021, loss_cls: 2.3794, loss: 2.3794, grad_norm: 4.4800 2020-07-22 15:33:14,179 - mmaction - INFO - Epoch [4][340/940] lr: 1.000e-02, eta: 19:49:47, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.4580, top5_acc: 0.7072, loss_cls: 2.3669, loss: 2.3669, grad_norm: 4.4209 2020-07-22 15:33:25,907 - mmaction - INFO - Epoch [4][360/940] lr: 1.000e-02, eta: 19:47:37, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.4564, top5_acc: 0.7121, loss_cls: 2.3575, loss: 2.3575, grad_norm: 4.4651 2020-07-22 15:33:38,454 - mmaction - INFO - Epoch [4][380/940] lr: 1.000e-02, eta: 19:45:52, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.4404, top5_acc: 0.6992, loss_cls: 2.4200, loss: 2.4200, grad_norm: 4.5229 2020-07-22 15:33:50,273 - mmaction - INFO - Epoch [4][400/940] lr: 1.000e-02, eta: 19:43:48, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4389, top5_acc: 0.6977, loss_cls: 2.4247, loss: 2.4247, grad_norm: 4.5299 2020-07-22 15:34:02,124 - mmaction - INFO - Epoch [4][420/940] lr: 1.000e-02, eta: 19:41:46, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4057, loss: 2.4057, grad_norm: 4.5200 2020-07-22 15:34:14,004 - mmaction - INFO - Epoch [4][440/940] lr: 1.000e-02, eta: 19:39:46, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.4635, top5_acc: 0.7098, loss_cls: 2.3738, loss: 2.3738, grad_norm: 4.4256 2020-07-22 15:34:25,836 - mmaction - INFO - Epoch [4][460/940] lr: 1.000e-02, eta: 19:37:46, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4506, top5_acc: 0.6992, loss_cls: 2.4055, loss: 2.4055, grad_norm: 4.4735 2020-07-22 15:34:38,416 - mmaction - INFO - Epoch [4][480/940] lr: 1.000e-02, eta: 19:36:09, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.4445, top5_acc: 0.7025, loss_cls: 2.4135, loss: 2.4135, grad_norm: 4.5224 2020-07-22 15:34:50,221 - mmaction - INFO - Epoch [4][500/940] lr: 1.000e-02, eta: 19:34:10, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4494, top5_acc: 0.6994, loss_cls: 2.4096, loss: 2.4096, grad_norm: 4.4159 2020-07-22 15:35:02,106 - mmaction - INFO - Epoch [4][520/940] lr: 1.000e-02, eta: 19:32:15, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.4463, top5_acc: 0.7000, loss_cls: 2.4240, loss: 2.4240, grad_norm: 4.4436 2020-07-22 15:35:14,532 - mmaction - INFO - Epoch [4][540/940] lr: 1.000e-02, eta: 19:30:37, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.4473, top5_acc: 0.7080, loss_cls: 2.3679, loss: 2.3679, grad_norm: 4.4058 2020-07-22 15:35:26,418 - mmaction - INFO - Epoch [4][560/940] lr: 1.000e-02, eta: 19:28:44, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4398, top5_acc: 0.7039, loss_cls: 2.4203, loss: 2.4203, grad_norm: 4.5405 2020-07-22 15:35:38,336 - mmaction - INFO - Epoch [4][580/940] lr: 1.000e-02, eta: 19:26:54, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.4488, top5_acc: 0.7033, loss_cls: 2.4163, loss: 2.4163, grad_norm: 4.5360 2020-07-22 15:35:50,156 - mmaction - INFO - Epoch [4][600/940] lr: 1.000e-02, eta: 19:25:03, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4498, top5_acc: 0.6977, loss_cls: 2.4161, loss: 2.4161, grad_norm: 4.5588 2020-07-22 15:36:02,014 - mmaction - INFO - Epoch [4][620/940] lr: 1.000e-02, eta: 19:23:13, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.4471, top5_acc: 0.6980, loss_cls: 2.4262, loss: 2.4262, grad_norm: 4.5514 2020-07-22 15:36:13,795 - mmaction - INFO - Epoch [4][640/940] lr: 1.000e-02, eta: 19:21:22, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.4475, top5_acc: 0.7063, loss_cls: 2.3881, loss: 2.3881, grad_norm: 4.4956 2020-07-22 15:36:26,146 - mmaction - INFO - Epoch [4][660/940] lr: 1.000e-02, eta: 19:19:48, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.4459, top5_acc: 0.6967, loss_cls: 2.4378, loss: 2.4378, grad_norm: 4.5080 2020-07-22 15:36:37,789 - mmaction - INFO - Epoch [4][680/940] lr: 1.000e-02, eta: 19:17:56, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.4562, top5_acc: 0.7117, loss_cls: 2.3574, loss: 2.3574, grad_norm: 4.4060 2020-07-22 15:39:19,135 - mmaction - INFO - Epoch [4][700/940] lr: 1.000e-02, eta: 20:20:13, time: 8.066, data_time: 7.344, memory: 8344, top1_acc: 0.4605, top5_acc: 0.7090, loss_cls: 2.3550, loss: 2.3550, grad_norm: 4.4771 2020-07-22 15:39:31,451 - mmaction - INFO - Epoch [4][720/940] lr: 1.000e-02, eta: 20:18:18, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.4451, top5_acc: 0.7088, loss_cls: 2.3640, loss: 2.3640, grad_norm: 4.4638 2020-07-22 15:39:43,907 - mmaction - INFO - Epoch [4][740/940] lr: 1.000e-02, eta: 20:16:28, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.4576, top5_acc: 0.7092, loss_cls: 2.3509, loss: 2.3509, grad_norm: 4.4896 2020-07-22 15:39:55,795 - mmaction - INFO - Epoch [4][760/940] lr: 1.000e-02, eta: 20:14:24, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4469, top5_acc: 0.7090, loss_cls: 2.4112, loss: 2.4112, grad_norm: 4.5722 2020-07-22 15:40:07,667 - mmaction - INFO - Epoch [4][780/940] lr: 1.000e-02, eta: 20:12:21, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.4533, top5_acc: 0.7076, loss_cls: 2.3878, loss: 2.3878, grad_norm: 4.5581 2020-07-22 15:40:20,183 - mmaction - INFO - Epoch [4][800/940] lr: 1.000e-02, eta: 20:10:36, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.4400, top5_acc: 0.7027, loss_cls: 2.4351, loss: 2.4351, grad_norm: 4.5755 2020-07-22 15:40:31,932 - mmaction - INFO - Epoch [4][820/940] lr: 1.000e-02, eta: 20:08:33, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.4200, loss: 2.4200, grad_norm: 4.5246 2020-07-22 15:40:44,763 - mmaction - INFO - Epoch [4][840/940] lr: 1.000e-02, eta: 20:06:57, time: 0.640, data_time: 0.001, memory: 8344, top1_acc: 0.4445, top5_acc: 0.7053, loss_cls: 2.4090, loss: 2.4090, grad_norm: 4.5865 2020-07-22 15:40:56,584 - mmaction - INFO - Epoch [4][860/940] lr: 1.000e-02, eta: 20:04:58, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.4463, top5_acc: 0.7045, loss_cls: 2.3892, loss: 2.3892, grad_norm: 4.5548 2020-07-22 15:41:09,263 - mmaction - INFO - Epoch [4][880/940] lr: 1.000e-02, eta: 20:03:20, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.4375, top5_acc: 0.7045, loss_cls: 2.4225, loss: 2.4225, grad_norm: 4.5544 2020-07-22 15:41:21,014 - mmaction - INFO - Epoch [4][900/940] lr: 1.000e-02, eta: 20:01:22, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.4600, top5_acc: 0.7133, loss_cls: 2.3613, loss: 2.3613, grad_norm: 4.4320 2020-07-22 15:41:33,699 - mmaction - INFO - Epoch [4][920/940] lr: 1.000e-02, eta: 19:59:46, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.4402, top5_acc: 0.7121, loss_cls: 2.3832, loss: 2.3832, grad_norm: 4.5031 2020-07-22 15:41:44,965 - mmaction - INFO - Epoch [4][940/940] lr: 1.000e-02, eta: 19:57:38, time: 0.564, data_time: 0.002, memory: 8344, top1_acc: 0.4482, top5_acc: 0.7045, loss_cls: 2.4053, loss: 2.4053, grad_norm: 4.5724 2020-07-22 15:43:56,469 - mmaction - INFO - Epoch [5][20/940] lr: 1.000e-02, eta: 20:41:24, time: 6.331, data_time: 5.702, memory: 8344, top1_acc: 0.4662, top5_acc: 0.7197, loss_cls: 2.3095, loss: 2.3095, grad_norm: 4.4992 2020-07-22 15:44:08,222 - mmaction - INFO - Epoch [5][40/940] lr: 1.000e-02, eta: 20:39:15, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.4637, top5_acc: 0.7211, loss_cls: 2.2955, loss: 2.2955, grad_norm: 4.4212 2020-07-22 15:44:20,140 - mmaction - INFO - Epoch [5][60/940] lr: 1.000e-02, eta: 20:37:10, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.4502, top5_acc: 0.7160, loss_cls: 2.3835, loss: 2.3835, grad_norm: 4.5172 2020-07-22 15:44:32,106 - mmaction - INFO - Epoch [5][80/940] lr: 1.000e-02, eta: 20:35:08, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.4709, top5_acc: 0.7070, loss_cls: 2.3234, loss: 2.3234, grad_norm: 4.4319 2020-07-22 15:44:43,985 - mmaction - INFO - Epoch [5][100/940] lr: 1.000e-02, eta: 20:33:05, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4623, top5_acc: 0.7316, loss_cls: 2.2923, loss: 2.2923, grad_norm: 4.5175 2020-07-22 15:44:56,855 - mmaction - INFO - Epoch [5][120/940] lr: 1.000e-02, eta: 20:31:27, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.4525, top5_acc: 0.7176, loss_cls: 2.3525, loss: 2.3525, grad_norm: 4.5536 2020-07-22 15:45:08,736 - mmaction - INFO - Epoch [5][140/940] lr: 1.000e-02, eta: 20:29:26, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4611, top5_acc: 0.7096, loss_cls: 2.3886, loss: 2.3886, grad_norm: 4.5291 2020-07-22 15:45:21,319 - mmaction - INFO - Epoch [5][160/940] lr: 1.000e-02, eta: 20:27:43, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.4631, top5_acc: 0.7215, loss_cls: 2.3345, loss: 2.3345, grad_norm: 4.4955 2020-07-22 15:45:33,121 - mmaction - INFO - Epoch [5][180/940] lr: 1.000e-02, eta: 20:25:42, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.4555, top5_acc: 0.7143, loss_cls: 2.3404, loss: 2.3404, grad_norm: 4.5350 2020-07-22 15:45:45,651 - mmaction - INFO - Epoch [5][200/940] lr: 1.000e-02, eta: 20:23:59, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.4605, top5_acc: 0.7146, loss_cls: 2.3118, loss: 2.3118, grad_norm: 4.5345 2020-07-22 15:45:58,117 - mmaction - INFO - Epoch [5][220/940] lr: 1.000e-02, eta: 20:22:16, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.4596, top5_acc: 0.7188, loss_cls: 2.3108, loss: 2.3108, grad_norm: 4.4798 2020-07-22 15:46:10,036 - mmaction - INFO - Epoch [5][240/940] lr: 1.000e-02, eta: 20:20:21, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.4609, top5_acc: 0.7139, loss_cls: 2.3386, loss: 2.3386, grad_norm: 4.5800 2020-07-22 15:46:21,950 - mmaction - INFO - Epoch [5][260/940] lr: 1.000e-02, eta: 20:18:27, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4691, top5_acc: 0.7191, loss_cls: 2.3421, loss: 2.3421, grad_norm: 4.5866 2020-07-22 15:46:33,834 - mmaction - INFO - Epoch [5][280/940] lr: 1.000e-02, eta: 20:16:34, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4600, top5_acc: 0.7119, loss_cls: 2.3508, loss: 2.3508, grad_norm: 4.5294 2020-07-22 15:46:46,171 - mmaction - INFO - Epoch [5][300/940] lr: 1.000e-02, eta: 20:14:52, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.4656, top5_acc: 0.7158, loss_cls: 2.3102, loss: 2.3102, grad_norm: 4.4931 2020-07-22 15:46:58,024 - mmaction - INFO - Epoch [5][320/940] lr: 1.000e-02, eta: 20:12:59, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4680, top5_acc: 0.7236, loss_cls: 2.3006, loss: 2.3006, grad_norm: 4.4749 2020-07-22 15:47:10,003 - mmaction - INFO - Epoch [5][340/940] lr: 1.000e-02, eta: 20:11:11, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.4656, top5_acc: 0.7150, loss_cls: 2.3096, loss: 2.3096, grad_norm: 4.5103 2020-07-22 15:47:22,522 - mmaction - INFO - Epoch [5][360/940] lr: 1.000e-02, eta: 20:09:35, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.4615, top5_acc: 0.7102, loss_cls: 2.3300, loss: 2.3300, grad_norm: 4.4848 2020-07-22 15:47:34,361 - mmaction - INFO - Epoch [5][380/940] lr: 1.000e-02, eta: 20:07:45, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4682, top5_acc: 0.7230, loss_cls: 2.3118, loss: 2.3118, grad_norm: 4.5066 2020-07-22 15:47:46,872 - mmaction - INFO - Epoch [5][400/940] lr: 1.000e-02, eta: 20:06:11, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.4627, top5_acc: 0.7234, loss_cls: 2.3047, loss: 2.3047, grad_norm: 4.5307 2020-07-22 15:47:59,231 - mmaction - INFO - Epoch [5][420/940] lr: 1.000e-02, eta: 20:04:35, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.4584, top5_acc: 0.7184, loss_cls: 2.3037, loss: 2.3037, grad_norm: 4.5197 2020-07-22 15:48:11,194 - mmaction - INFO - Epoch [5][440/940] lr: 1.000e-02, eta: 20:02:50, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.4549, top5_acc: 0.7041, loss_cls: 2.3575, loss: 2.3575, grad_norm: 4.5696 2020-07-22 15:48:23,698 - mmaction - INFO - Epoch [5][460/940] lr: 1.000e-02, eta: 20:01:18, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.4725, top5_acc: 0.7230, loss_cls: 2.2913, loss: 2.2913, grad_norm: 4.5176 2020-07-22 15:48:35,514 - mmaction - INFO - Epoch [5][480/940] lr: 1.000e-02, eta: 19:59:32, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4629, top5_acc: 0.7092, loss_cls: 2.3282, loss: 2.3282, grad_norm: 4.5677 2020-07-22 15:48:47,290 - mmaction - INFO - Epoch [5][500/940] lr: 1.000e-02, eta: 19:57:47, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.4641, top5_acc: 0.7170, loss_cls: 2.3299, loss: 2.3299, grad_norm: 4.5431 2020-07-22 15:48:59,264 - mmaction - INFO - Epoch [5][520/940] lr: 1.000e-02, eta: 19:56:05, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.4533, top5_acc: 0.7063, loss_cls: 2.3802, loss: 2.3802, grad_norm: 4.5366 2020-07-22 15:49:11,008 - mmaction - INFO - Epoch [5][540/940] lr: 1.000e-02, eta: 19:54:21, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.4736, top5_acc: 0.7203, loss_cls: 2.2839, loss: 2.2839, grad_norm: 4.5048 2020-07-22 15:49:23,824 - mmaction - INFO - Epoch [5][560/940] lr: 1.000e-02, eta: 19:52:59, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.4711, top5_acc: 0.7174, loss_cls: 2.3221, loss: 2.3221, grad_norm: 4.5130 2020-07-22 15:49:35,646 - mmaction - INFO - Epoch [5][580/940] lr: 1.000e-02, eta: 19:51:18, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4662, top5_acc: 0.7258, loss_cls: 2.2770, loss: 2.2770, grad_norm: 4.5343 2020-07-22 15:49:47,523 - mmaction - INFO - Epoch [5][600/940] lr: 1.000e-02, eta: 19:49:38, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.4656, top5_acc: 0.7160, loss_cls: 2.3386, loss: 2.3386, grad_norm: 4.5455 2020-07-22 15:49:59,372 - mmaction - INFO - Epoch [5][620/940] lr: 1.000e-02, eta: 19:47:59, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.4680, top5_acc: 0.7129, loss_cls: 2.2815, loss: 2.2815, grad_norm: 4.5237 2020-07-22 15:50:12,123 - mmaction - INFO - Epoch [5][640/940] lr: 1.000e-02, eta: 19:46:39, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.4506, top5_acc: 0.7096, loss_cls: 2.3604, loss: 2.3604, grad_norm: 4.6478 2020-07-22 15:50:23,827 - mmaction - INFO - Epoch [5][660/940] lr: 1.000e-02, eta: 19:44:58, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.4768, top5_acc: 0.7205, loss_cls: 2.3038, loss: 2.3038, grad_norm: 4.5054 2020-07-22 15:50:36,494 - mmaction - INFO - Epoch [5][680/940] lr: 1.000e-02, eta: 19:43:37, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.4596, top5_acc: 0.7221, loss_cls: 2.3254, loss: 2.3254, grad_norm: 4.5443 2020-07-22 15:50:48,430 - mmaction - INFO - Epoch [5][700/940] lr: 1.000e-02, eta: 19:42:03, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.4670, top5_acc: 0.7217, loss_cls: 2.3115, loss: 2.3115, grad_norm: 4.5973 2020-07-22 15:51:00,205 - mmaction - INFO - Epoch [5][720/940] lr: 1.000e-02, eta: 19:40:25, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.4705, top5_acc: 0.7186, loss_cls: 2.3055, loss: 2.3055, grad_norm: 4.5036 2020-07-22 15:51:12,701 - mmaction - INFO - Epoch [5][740/940] lr: 1.000e-02, eta: 19:39:04, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.4693, top5_acc: 0.7230, loss_cls: 2.2959, loss: 2.2959, grad_norm: 4.4345 2020-07-22 15:51:24,583 - mmaction - INFO - Epoch [5][760/940] lr: 1.000e-02, eta: 19:37:30, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4658, top5_acc: 0.7252, loss_cls: 2.3149, loss: 2.3149, grad_norm: 4.5605 2020-07-22 15:51:36,560 - mmaction - INFO - Epoch [5][780/940] lr: 1.000e-02, eta: 19:35:59, time: 0.599, data_time: 0.012, memory: 8344, top1_acc: 0.4746, top5_acc: 0.7219, loss_cls: 2.2830, loss: 2.2830, grad_norm: 4.4991 2020-07-22 15:51:49,149 - mmaction - INFO - Epoch [5][800/940] lr: 1.000e-02, eta: 19:34:41, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.4676, top5_acc: 0.7166, loss_cls: 2.3282, loss: 2.3282, grad_norm: 4.5254 2020-07-22 15:52:01,678 - mmaction - INFO - Epoch [5][820/940] lr: 1.000e-02, eta: 19:33:22, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.4621, top5_acc: 0.7053, loss_cls: 2.3575, loss: 2.3575, grad_norm: 4.6124 2020-07-22 15:52:13,564 - mmaction - INFO - Epoch [5][840/940] lr: 1.000e-02, eta: 19:31:51, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.4643, top5_acc: 0.7152, loss_cls: 2.3154, loss: 2.3154, grad_norm: 4.5230 2020-07-22 15:52:25,430 - mmaction - INFO - Epoch [5][860/940] lr: 1.000e-02, eta: 19:30:21, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.4762, top5_acc: 0.7250, loss_cls: 2.2606, loss: 2.2606, grad_norm: 4.4979 2020-07-22 15:52:37,268 - mmaction - INFO - Epoch [5][880/940] lr: 1.000e-02, eta: 19:28:50, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4791, top5_acc: 0.7283, loss_cls: 2.2498, loss: 2.2498, grad_norm: 4.5601 2020-07-22 15:52:49,148 - mmaction - INFO - Epoch [5][900/940] lr: 1.000e-02, eta: 19:27:22, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.4598, top5_acc: 0.7162, loss_cls: 2.3383, loss: 2.3383, grad_norm: 4.5279 2020-07-22 15:53:01,138 - mmaction - INFO - Epoch [5][920/940] lr: 1.000e-02, eta: 19:25:55, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.4561, top5_acc: 0.7117, loss_cls: 2.3270, loss: 2.3270, grad_norm: 4.5250 2020-07-22 15:53:13,186 - mmaction - INFO - Epoch [5][940/940] lr: 1.000e-02, eta: 19:24:31, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.4697, top5_acc: 0.7179, loss_cls: 2.3130, loss: 2.3130, grad_norm: 4.5335 2020-07-22 15:53:16,464 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-07-22 15:55:33,648 - mmaction - INFO - Epoch [6][20/940] lr: 1.000e-02, eta: 20:02:27, time: 6.839, data_time: 6.119, memory: 8344, top1_acc: 0.4811, top5_acc: 0.7291, loss_cls: 2.2493, loss: 2.2493, grad_norm: 4.5095 2020-07-22 15:55:45,284 - mmaction - INFO - Epoch [6][40/940] lr: 1.000e-02, eta: 20:00:45, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.4676, top5_acc: 0.7260, loss_cls: 2.2910, loss: 2.2910, grad_norm: 4.5804 2020-07-22 15:55:57,066 - mmaction - INFO - Epoch [6][60/940] lr: 1.000e-02, eta: 19:59:07, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.4693, top5_acc: 0.7211, loss_cls: 2.2750, loss: 2.2750, grad_norm: 4.5756 2020-07-22 15:56:09,440 - mmaction - INFO - Epoch [6][80/940] lr: 1.000e-02, eta: 19:57:41, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.4742, top5_acc: 0.7260, loss_cls: 2.2549, loss: 2.2549, grad_norm: 4.5095 2020-07-22 15:56:21,344 - mmaction - INFO - Epoch [6][100/940] lr: 1.000e-02, eta: 19:56:07, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.4906, top5_acc: 0.7252, loss_cls: 2.1910, loss: 2.1910, grad_norm: 4.4903 2020-07-22 15:56:33,956 - mmaction - INFO - Epoch [6][120/940] lr: 1.000e-02, eta: 19:54:46, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.4869, top5_acc: 0.7273, loss_cls: 2.2392, loss: 2.2392, grad_norm: 4.5321 2020-07-22 15:56:46,536 - mmaction - INFO - Epoch [6][140/940] lr: 1.000e-02, eta: 19:53:26, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2705, loss: 2.2705, grad_norm: 4.5630 2020-07-22 15:56:58,279 - mmaction - INFO - Epoch [6][160/940] lr: 1.000e-02, eta: 19:51:51, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.4723, top5_acc: 0.7180, loss_cls: 2.2905, loss: 2.2905, grad_norm: 4.5196 2020-07-22 15:57:10,057 - mmaction - INFO - Epoch [6][180/940] lr: 1.000e-02, eta: 19:50:17, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.4758, top5_acc: 0.7264, loss_cls: 2.2694, loss: 2.2694, grad_norm: 4.5743 2020-07-22 15:57:22,416 - mmaction - INFO - Epoch [6][200/940] lr: 1.000e-02, eta: 19:48:54, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.4725, top5_acc: 0.7270, loss_cls: 2.2460, loss: 2.2460, grad_norm: 4.4962 2020-07-22 15:57:34,411 - mmaction - INFO - Epoch [6][220/940] lr: 1.000e-02, eta: 19:47:25, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.2879, loss: 2.2879, grad_norm: 4.5490 2020-07-22 15:57:46,231 - mmaction - INFO - Epoch [6][240/940] lr: 1.000e-02, eta: 19:45:54, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4623, top5_acc: 0.7246, loss_cls: 2.2817, loss: 2.2817, grad_norm: 4.5436 2020-07-22 15:57:57,929 - mmaction - INFO - Epoch [6][260/940] lr: 1.000e-02, eta: 19:44:21, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7342, loss_cls: 2.2089, loss: 2.2089, grad_norm: 4.4961 2020-07-22 15:58:10,323 - mmaction - INFO - Epoch [6][280/940] lr: 1.000e-02, eta: 19:43:01, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2224, loss: 2.2224, grad_norm: 4.5210 2020-07-22 15:58:22,142 - mmaction - INFO - Epoch [6][300/940] lr: 1.000e-02, eta: 19:41:32, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.2652, loss: 2.2652, grad_norm: 4.5166 2020-07-22 15:58:34,559 - mmaction - INFO - Epoch [6][320/940] lr: 1.000e-02, eta: 19:40:13, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.4762, top5_acc: 0.7227, loss_cls: 2.2602, loss: 2.2602, grad_norm: 4.5344 2020-07-22 15:58:46,400 - mmaction - INFO - Epoch [6][340/940] lr: 1.000e-02, eta: 19:38:46, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.4771, top5_acc: 0.7307, loss_cls: 2.2531, loss: 2.2531, grad_norm: 4.5026 2020-07-22 15:58:58,769 - mmaction - INFO - Epoch [6][360/940] lr: 1.000e-02, eta: 19:37:28, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.4674, top5_acc: 0.7072, loss_cls: 2.3219, loss: 2.3219, grad_norm: 4.5677 2020-07-22 15:59:10,614 - mmaction - INFO - Epoch [6][380/940] lr: 1.000e-02, eta: 19:36:01, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.4695, top5_acc: 0.7230, loss_cls: 2.2597, loss: 2.2597, grad_norm: 4.5633 2020-07-22 15:59:22,517 - mmaction - INFO - Epoch [6][400/940] lr: 1.000e-02, eta: 19:34:36, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.4766, top5_acc: 0.7236, loss_cls: 2.2711, loss: 2.2711, grad_norm: 4.5673 2020-07-22 15:59:34,366 - mmaction - INFO - Epoch [6][420/940] lr: 1.000e-02, eta: 19:33:11, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7289, loss_cls: 2.2620, loss: 2.2620, grad_norm: 4.5840 2020-07-22 15:59:46,887 - mmaction - INFO - Epoch [6][440/940] lr: 1.000e-02, eta: 19:31:57, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.4867, top5_acc: 0.7254, loss_cls: 2.2596, loss: 2.2596, grad_norm: 4.5308 2020-07-22 15:59:58,879 - mmaction - INFO - Epoch [6][460/940] lr: 1.000e-02, eta: 19:30:34, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4639, top5_acc: 0.7119, loss_cls: 2.3112, loss: 2.3112, grad_norm: 4.5974 2020-07-22 16:00:16,274 - mmaction - INFO - Epoch [6][480/940] lr: 1.000e-02, eta: 19:30:46, time: 0.872, data_time: 0.026, memory: 8344, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2415, loss: 2.2415, grad_norm: 4.5090 2020-07-22 16:00:28,244 - mmaction - INFO - Epoch [6][500/940] lr: 1.000e-02, eta: 19:29:25, time: 0.601, data_time: 0.010, memory: 8344, top1_acc: 0.4762, top5_acc: 0.7275, loss_cls: 2.2410, loss: 2.2410, grad_norm: 4.5085 2020-07-22 16:00:40,181 - mmaction - INFO - Epoch [6][520/940] lr: 1.000e-02, eta: 19:28:04, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.4762, top5_acc: 0.7225, loss_cls: 2.2896, loss: 2.2896, grad_norm: 4.5439 2020-07-22 16:00:52,042 - mmaction - INFO - Epoch [6][540/940] lr: 1.000e-02, eta: 19:26:42, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.4852, top5_acc: 0.7342, loss_cls: 2.2077, loss: 2.2077, grad_norm: 4.5601 2020-07-22 16:01:04,668 - mmaction - INFO - Epoch [6][560/940] lr: 1.000e-02, eta: 19:25:33, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2574, loss: 2.2574, grad_norm: 4.5839 2020-07-22 16:01:16,477 - mmaction - INFO - Epoch [6][580/940] lr: 1.000e-02, eta: 19:24:11, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4764, top5_acc: 0.7242, loss_cls: 2.2524, loss: 2.2524, grad_norm: 4.5487 2020-07-22 16:01:28,342 - mmaction - INFO - Epoch [6][600/940] lr: 1.000e-02, eta: 19:22:50, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.4650, top5_acc: 0.7209, loss_cls: 2.2768, loss: 2.2768, grad_norm: 4.5730 2020-07-22 16:01:40,334 - mmaction - INFO - Epoch [6][620/940] lr: 1.000e-02, eta: 19:21:32, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.4666, top5_acc: 0.7250, loss_cls: 2.2745, loss: 2.2745, grad_norm: 4.5669 2020-07-22 16:01:52,172 - mmaction - INFO - Epoch [6][640/940] lr: 1.000e-02, eta: 19:20:12, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4791, top5_acc: 0.7207, loss_cls: 2.2791, loss: 2.2791, grad_norm: 4.6690 2020-07-22 16:02:04,071 - mmaction - INFO - Epoch [6][660/940] lr: 1.000e-02, eta: 19:18:53, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.4680, top5_acc: 0.7152, loss_cls: 2.2757, loss: 2.2757, grad_norm: 4.6199 2020-07-22 16:02:16,113 - mmaction - INFO - Epoch [6][680/940] lr: 1.000e-02, eta: 19:17:37, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.4711, top5_acc: 0.7205, loss_cls: 2.2944, loss: 2.2944, grad_norm: 4.6185 2020-07-22 16:02:28,793 - mmaction - INFO - Epoch [6][700/940] lr: 1.000e-02, eta: 19:16:33, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.4744, top5_acc: 0.7305, loss_cls: 2.2576, loss: 2.2576, grad_norm: 4.5916 2020-07-22 16:02:40,709 - mmaction - INFO - Epoch [6][720/940] lr: 1.000e-02, eta: 19:15:16, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4668, top5_acc: 0.7182, loss_cls: 2.2816, loss: 2.2816, grad_norm: 4.5783 2020-07-22 16:02:52,610 - mmaction - INFO - Epoch [6][740/940] lr: 1.000e-02, eta: 19:13:59, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4668, top5_acc: 0.7193, loss_cls: 2.3008, loss: 2.3008, grad_norm: 4.6423 2020-07-22 16:03:04,590 - mmaction - INFO - Epoch [6][760/940] lr: 1.000e-02, eta: 19:12:44, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.4627, top5_acc: 0.7219, loss_cls: 2.2875, loss: 2.2875, grad_norm: 4.5882 2020-07-22 16:03:17,065 - mmaction - INFO - Epoch [6][780/940] lr: 1.000e-02, eta: 19:11:37, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.4707, top5_acc: 0.7119, loss_cls: 2.2923, loss: 2.2923, grad_norm: 4.6204 2020-07-22 16:03:28,870 - mmaction - INFO - Epoch [6][800/940] lr: 1.000e-02, eta: 19:10:21, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.4668, top5_acc: 0.7219, loss_cls: 2.3133, loss: 2.3133, grad_norm: 4.6165 2020-07-22 16:03:41,409 - mmaction - INFO - Epoch [6][820/940] lr: 1.000e-02, eta: 19:09:16, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.4699, top5_acc: 0.7287, loss_cls: 2.2594, loss: 2.2594, grad_norm: 4.6081 2020-07-22 16:03:53,218 - mmaction - INFO - Epoch [6][840/940] lr: 1.000e-02, eta: 19:08:00, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.4723, top5_acc: 0.7311, loss_cls: 2.2716, loss: 2.2716, grad_norm: 4.6052 2020-07-22 16:04:05,034 - mmaction - INFO - Epoch [6][860/940] lr: 1.000e-02, eta: 19:06:45, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.4693, top5_acc: 0.7188, loss_cls: 2.2958, loss: 2.2958, grad_norm: 4.5642 2020-07-22 16:04:16,980 - mmaction - INFO - Epoch [6][880/940] lr: 1.000e-02, eta: 19:05:32, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.4818, top5_acc: 0.7268, loss_cls: 2.2507, loss: 2.2507, grad_norm: 4.4931 2020-07-22 16:04:29,118 - mmaction - INFO - Epoch [6][900/940] lr: 1.000e-02, eta: 19:04:22, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.4758, top5_acc: 0.7264, loss_cls: 2.2789, loss: 2.2789, grad_norm: 4.5657 2020-07-22 16:04:41,417 - mmaction - INFO - Epoch [6][920/940] lr: 1.000e-02, eta: 19:03:16, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.4752, top5_acc: 0.7184, loss_cls: 2.2867, loss: 2.2867, grad_norm: 4.5373 2020-07-22 16:04:52,574 - mmaction - INFO - Epoch [6][940/940] lr: 1.000e-02, eta: 19:01:52, time: 0.558, data_time: 0.002, memory: 8344, top1_acc: 0.4671, top5_acc: 0.7181, loss_cls: 2.2992, loss: 2.2992, grad_norm: 4.6142 2020-07-22 16:07:12,799 - mmaction - INFO - Epoch [7][20/940] lr: 1.000e-02, eta: 19:31:59, time: 6.614, data_time: 5.986, memory: 8344, top1_acc: 0.4771, top5_acc: 0.7338, loss_cls: 2.2101, loss: 2.2101, grad_norm: 4.5490 2020-07-22 16:07:25,380 - mmaction - INFO - Epoch [7][40/940] lr: 1.000e-02, eta: 19:30:51, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.4791, top5_acc: 0.7314, loss_cls: 2.2267, loss: 2.2267, grad_norm: 4.5159 2020-07-22 16:07:37,194 - mmaction - INFO - Epoch [7][60/940] lr: 1.000e-02, eta: 19:29:32, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4953, top5_acc: 0.7311, loss_cls: 2.1841, loss: 2.1841, grad_norm: 4.4543 2020-07-22 16:07:49,835 - mmaction - INFO - Epoch [7][80/940] lr: 1.000e-02, eta: 19:28:26, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.4834, top5_acc: 0.7328, loss_cls: 2.2196, loss: 2.2196, grad_norm: 4.5810 2020-07-22 16:08:01,578 - mmaction - INFO - Epoch [7][100/940] lr: 1.000e-02, eta: 19:27:06, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.4742, top5_acc: 0.7309, loss_cls: 2.2422, loss: 2.2422, grad_norm: 4.6167 2020-07-22 16:08:13,403 - mmaction - INFO - Epoch [7][120/940] lr: 1.000e-02, eta: 19:25:49, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4930, top5_acc: 0.7459, loss_cls: 2.1594, loss: 2.1594, grad_norm: 4.5754 2020-07-22 16:08:25,340 - mmaction - INFO - Epoch [7][140/940] lr: 1.000e-02, eta: 19:24:33, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2174, loss: 2.2174, grad_norm: 4.5804 2020-07-22 16:08:37,228 - mmaction - INFO - Epoch [7][160/940] lr: 1.000e-02, eta: 19:23:17, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.4844, top5_acc: 0.7205, loss_cls: 2.2544, loss: 2.2544, grad_norm: 4.6172 2020-07-22 16:08:48,994 - mmaction - INFO - Epoch [7][180/940] lr: 1.000e-02, eta: 19:22:00, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.4828, top5_acc: 0.7334, loss_cls: 2.1919, loss: 2.1919, grad_norm: 4.5814 2020-07-22 16:09:01,436 - mmaction - INFO - Epoch [7][200/940] lr: 1.000e-02, eta: 19:20:53, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.4840, top5_acc: 0.7357, loss_cls: 2.2144, loss: 2.2144, grad_norm: 4.6586 2020-07-22 16:09:13,336 - mmaction - INFO - Epoch [7][220/940] lr: 1.000e-02, eta: 19:19:38, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7248, loss_cls: 2.2647, loss: 2.2647, grad_norm: 4.6429 2020-07-22 16:09:25,282 - mmaction - INFO - Epoch [7][240/940] lr: 1.000e-02, eta: 19:18:25, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1898, loss: 2.1898, grad_norm: 4.5727 2020-07-22 16:09:37,799 - mmaction - INFO - Epoch [7][260/940] lr: 1.000e-02, eta: 19:17:20, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.4783, top5_acc: 0.7398, loss_cls: 2.2023, loss: 2.2023, grad_norm: 4.5695 2020-07-22 16:09:50,537 - mmaction - INFO - Epoch [7][280/940] lr: 1.000e-02, eta: 19:16:20, time: 0.637, data_time: 0.005, memory: 8344, top1_acc: 0.4873, top5_acc: 0.7416, loss_cls: 2.1847, loss: 2.1847, grad_norm: 4.6029 2020-07-22 16:10:02,946 - mmaction - INFO - Epoch [7][300/940] lr: 1.000e-02, eta: 19:15:14, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.4740, top5_acc: 0.7391, loss_cls: 2.2053, loss: 2.2053, grad_norm: 4.6517 2020-07-22 16:10:14,808 - mmaction - INFO - Epoch [7][320/940] lr: 1.000e-02, eta: 19:14:01, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4844, top5_acc: 0.7379, loss_cls: 2.1865, loss: 2.1865, grad_norm: 4.5954 2020-07-22 16:10:26,685 - mmaction - INFO - Epoch [7][340/940] lr: 1.000e-02, eta: 19:12:49, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.4805, top5_acc: 0.7271, loss_cls: 2.2355, loss: 2.2355, grad_norm: 4.5775 2020-07-22 16:10:39,407 - mmaction - INFO - Epoch [7][360/940] lr: 1.000e-02, eta: 19:11:49, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2348, loss: 2.2348, grad_norm: 4.5916 2020-07-22 16:10:51,787 - mmaction - INFO - Epoch [7][380/940] lr: 1.000e-02, eta: 19:10:45, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2443, loss: 2.2443, grad_norm: 4.6466 2020-07-22 16:11:03,679 - mmaction - INFO - Epoch [7][400/940] lr: 1.000e-02, eta: 19:09:34, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4859, top5_acc: 0.7342, loss_cls: 2.2248, loss: 2.2248, grad_norm: 4.5663 2020-07-22 16:11:15,483 - mmaction - INFO - Epoch [7][420/940] lr: 1.000e-02, eta: 19:08:22, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4838, top5_acc: 0.7295, loss_cls: 2.2208, loss: 2.2208, grad_norm: 4.6728 2020-07-22 16:11:27,966 - mmaction - INFO - Epoch [7][440/940] lr: 1.000e-02, eta: 19:07:20, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.4863, top5_acc: 0.7336, loss_cls: 2.2165, loss: 2.2165, grad_norm: 4.5864 2020-07-22 16:11:39,821 - mmaction - INFO - Epoch [7][460/940] lr: 1.000e-02, eta: 19:06:10, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4818, top5_acc: 0.7316, loss_cls: 2.2085, loss: 2.2085, grad_norm: 4.5754 2020-07-22 16:11:51,784 - mmaction - INFO - Epoch [7][480/940] lr: 1.000e-02, eta: 19:05:01, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1669, loss: 2.1669, grad_norm: 4.5855 2020-07-22 16:12:04,166 - mmaction - INFO - Epoch [7][500/940] lr: 1.000e-02, eta: 19:03:59, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.4934, top5_acc: 0.7307, loss_cls: 2.2092, loss: 2.2092, grad_norm: 4.5048 2020-07-22 16:12:16,021 - mmaction - INFO - Epoch [7][520/940] lr: 1.000e-02, eta: 19:02:49, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.4865, top5_acc: 0.7316, loss_cls: 2.2096, loss: 2.2096, grad_norm: 4.5036 2020-07-22 16:12:27,942 - mmaction - INFO - Epoch [7][540/940] lr: 1.000e-02, eta: 19:01:41, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.4760, top5_acc: 0.7326, loss_cls: 2.2417, loss: 2.2417, grad_norm: 4.5874 2020-07-22 16:12:39,789 - mmaction - INFO - Epoch [7][560/940] lr: 1.000e-02, eta: 19:00:33, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4846, top5_acc: 0.7340, loss_cls: 2.2461, loss: 2.2461, grad_norm: 4.6730 2020-07-22 16:12:52,172 - mmaction - INFO - Epoch [7][580/940] lr: 1.000e-02, eta: 18:59:32, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.4926, top5_acc: 0.7379, loss_cls: 2.1741, loss: 2.1741, grad_norm: 4.4898 2020-07-22 16:13:04,625 - mmaction - INFO - Epoch [7][600/940] lr: 1.000e-02, eta: 18:58:32, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2387, loss: 2.2387, grad_norm: 4.5901 2020-07-22 16:13:17,367 - mmaction - INFO - Epoch [7][620/940] lr: 1.000e-02, eta: 18:57:37, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.4877, top5_acc: 0.7424, loss_cls: 2.2001, loss: 2.2001, grad_norm: 4.5632 2020-07-22 16:13:29,303 - mmaction - INFO - Epoch [7][640/940] lr: 1.000e-02, eta: 18:56:31, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.4969, top5_acc: 0.7455, loss_cls: 2.1669, loss: 2.1669, grad_norm: 4.5449 2020-07-22 16:13:41,671 - mmaction - INFO - Epoch [7][660/940] lr: 1.000e-02, eta: 18:55:31, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.4861, top5_acc: 0.7365, loss_cls: 2.1991, loss: 2.1991, grad_norm: 4.5965 2020-07-22 16:13:53,524 - mmaction - INFO - Epoch [7][680/940] lr: 1.000e-02, eta: 18:54:24, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4863, top5_acc: 0.7346, loss_cls: 2.2044, loss: 2.2044, grad_norm: 4.6142 2020-07-22 16:14:05,411 - mmaction - INFO - Epoch [7][700/940] lr: 1.000e-02, eta: 18:53:19, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5025, top5_acc: 0.7434, loss_cls: 2.1709, loss: 2.1709, grad_norm: 4.5698 2020-07-22 16:14:17,177 - mmaction - INFO - Epoch [7][720/940] lr: 1.000e-02, eta: 18:52:11, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.4826, top5_acc: 0.7391, loss_cls: 2.2071, loss: 2.2071, grad_norm: 4.5992 2020-07-22 16:14:29,763 - mmaction - INFO - Epoch [7][740/940] lr: 1.000e-02, eta: 18:51:16, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.4721, top5_acc: 0.7254, loss_cls: 2.2770, loss: 2.2770, grad_norm: 4.6347 2020-07-22 16:14:42,199 - mmaction - INFO - Epoch [7][760/940] lr: 1.000e-02, eta: 18:50:19, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.1925, loss: 2.1925, grad_norm: 4.5909 2020-07-22 16:14:55,003 - mmaction - INFO - Epoch [7][780/940] lr: 1.000e-02, eta: 18:49:26, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.4926, top5_acc: 0.7375, loss_cls: 2.1967, loss: 2.1967, grad_norm: 4.5541 2020-07-22 16:15:07,637 - mmaction - INFO - Epoch [7][800/940] lr: 1.000e-02, eta: 18:48:32, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.4887, top5_acc: 0.7336, loss_cls: 2.1933, loss: 2.1933, grad_norm: 4.5804 2020-07-22 16:15:20,552 - mmaction - INFO - Epoch [7][820/940] lr: 1.000e-02, eta: 18:47:42, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.4963, top5_acc: 0.7371, loss_cls: 2.1882, loss: 2.1882, grad_norm: 4.4990 2020-07-22 16:15:32,357 - mmaction - INFO - Epoch [7][840/940] lr: 1.000e-02, eta: 18:46:38, time: 0.591, data_time: 0.004, memory: 8344, top1_acc: 0.4854, top5_acc: 0.7340, loss_cls: 2.2230, loss: 2.2230, grad_norm: 4.6674 2020-07-22 16:15:44,842 - mmaction - INFO - Epoch [7][860/940] lr: 1.000e-02, eta: 18:45:41, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.4891, top5_acc: 0.7373, loss_cls: 2.1995, loss: 2.1995, grad_norm: 4.5679 2020-07-22 16:15:56,675 - mmaction - INFO - Epoch [7][880/940] lr: 1.000e-02, eta: 18:44:38, time: 0.595, data_time: 0.005, memory: 8344, top1_acc: 0.4729, top5_acc: 0.7295, loss_cls: 2.2574, loss: 2.2574, grad_norm: 4.6074 2020-07-22 16:16:09,314 - mmaction - INFO - Epoch [7][900/940] lr: 1.000e-02, eta: 18:43:46, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.4855, top5_acc: 0.7316, loss_cls: 2.2345, loss: 2.2345, grad_norm: 4.5893 2020-07-22 16:16:21,160 - mmaction - INFO - Epoch [7][920/940] lr: 1.000e-02, eta: 18:42:43, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4916, top5_acc: 0.7391, loss_cls: 2.1877, loss: 2.1877, grad_norm: 4.5402 2020-07-22 16:16:32,387 - mmaction - INFO - Epoch [7][940/940] lr: 1.000e-02, eta: 18:41:32, time: 0.561, data_time: 0.001, memory: 8344, top1_acc: 0.4864, top5_acc: 0.7303, loss_cls: 2.2112, loss: 2.2112, grad_norm: 4.6803 2020-07-22 16:18:39,253 - mmaction - INFO - Epoch [8][20/940] lr: 1.000e-02, eta: 19:05:09, time: 6.178, data_time: 5.537, memory: 8344, top1_acc: 0.4996, top5_acc: 0.7449, loss_cls: 2.1502, loss: 2.1502, grad_norm: 4.5900 2020-07-22 16:18:51,040 - mmaction - INFO - Epoch [8][40/940] lr: 1.000e-02, eta: 19:04:01, time: 0.590, data_time: 0.007, memory: 8344, top1_acc: 0.4965, top5_acc: 0.7344, loss_cls: 2.1697, loss: 2.1697, grad_norm: 4.5617 2020-07-22 16:19:02,861 - mmaction - INFO - Epoch [8][60/940] lr: 1.000e-02, eta: 19:02:54, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.4912, top5_acc: 0.7455, loss_cls: 2.1560, loss: 2.1560, grad_norm: 4.5291 2020-07-22 16:19:14,767 - mmaction - INFO - Epoch [8][80/940] lr: 1.000e-02, eta: 19:01:49, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5080, top5_acc: 0.7480, loss_cls: 2.1276, loss: 2.1276, grad_norm: 4.5275 2020-07-22 16:19:28,020 - mmaction - INFO - Epoch [8][100/940] lr: 1.000e-02, eta: 19:01:02, time: 0.664, data_time: 0.002, memory: 8344, top1_acc: 0.4996, top5_acc: 0.7467, loss_cls: 2.1351, loss: 2.1351, grad_norm: 4.6137 2020-07-22 16:19:39,834 - mmaction - INFO - Epoch [8][120/940] lr: 1.000e-02, eta: 18:59:55, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4945, top5_acc: 0.7422, loss_cls: 2.1732, loss: 2.1732, grad_norm: 4.5895 2020-07-22 16:19:52,182 - mmaction - INFO - Epoch [8][140/940] lr: 1.000e-02, eta: 18:58:56, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.4852, top5_acc: 0.7467, loss_cls: 2.1614, loss: 2.1614, grad_norm: 4.5603 2020-07-22 16:20:04,209 - mmaction - INFO - Epoch [8][160/940] lr: 1.000e-02, eta: 18:57:54, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.4805, top5_acc: 0.7422, loss_cls: 2.2093, loss: 2.2093, grad_norm: 4.7060 2020-07-22 16:20:16,518 - mmaction - INFO - Epoch [8][180/940] lr: 1.000e-02, eta: 18:56:55, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.4857, top5_acc: 0.7449, loss_cls: 2.1940, loss: 2.1940, grad_norm: 4.6046 2020-07-22 16:20:28,588 - mmaction - INFO - Epoch [8][200/940] lr: 1.000e-02, eta: 18:55:54, time: 0.604, data_time: 0.006, memory: 8344, top1_acc: 0.4906, top5_acc: 0.7373, loss_cls: 2.1934, loss: 2.1934, grad_norm: 4.6319 2020-07-22 16:20:40,414 - mmaction - INFO - Epoch [8][220/940] lr: 1.000e-02, eta: 18:54:49, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.4936, top5_acc: 0.7457, loss_cls: 2.1563, loss: 2.1563, grad_norm: 4.5915 2020-07-22 16:20:52,311 - mmaction - INFO - Epoch [8][240/940] lr: 1.000e-02, eta: 18:53:46, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4957, top5_acc: 0.7436, loss_cls: 2.1489, loss: 2.1489, grad_norm: 4.5895 2020-07-22 16:21:04,194 - mmaction - INFO - Epoch [8][260/940] lr: 1.000e-02, eta: 18:52:43, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5021, top5_acc: 0.7365, loss_cls: 2.1658, loss: 2.1658, grad_norm: 4.5831 2020-07-22 16:21:16,165 - mmaction - INFO - Epoch [8][280/940] lr: 1.000e-02, eta: 18:51:41, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.1129, loss: 2.1129, grad_norm: 4.5021 2020-07-22 16:21:28,539 - mmaction - INFO - Epoch [8][300/940] lr: 1.000e-02, eta: 18:50:45, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.4746, top5_acc: 0.7301, loss_cls: 2.2236, loss: 2.2236, grad_norm: 4.6706 2020-07-22 16:21:40,522 - mmaction - INFO - Epoch [8][320/940] lr: 1.000e-02, eta: 18:49:44, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5066, top5_acc: 0.7500, loss_cls: 2.1427, loss: 2.1427, grad_norm: 4.5801 2020-07-22 16:21:53,067 - mmaction - INFO - Epoch [8][340/940] lr: 1.000e-02, eta: 18:48:51, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.4914, top5_acc: 0.7340, loss_cls: 2.2000, loss: 2.2000, grad_norm: 4.6138 2020-07-22 16:22:05,557 - mmaction - INFO - Epoch [8][360/940] lr: 1.000e-02, eta: 18:47:56, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.4855, top5_acc: 0.7365, loss_cls: 2.1915, loss: 2.1915, grad_norm: 4.6935 2020-07-22 16:22:17,365 - mmaction - INFO - Epoch [8][380/940] lr: 1.000e-02, eta: 18:46:54, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.4838, top5_acc: 0.7324, loss_cls: 2.2004, loss: 2.2004, grad_norm: 4.5985 2020-07-22 16:22:29,239 - mmaction - INFO - Epoch [8][400/940] lr: 1.000e-02, eta: 18:45:53, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4910, top5_acc: 0.7375, loss_cls: 2.1662, loss: 2.1662, grad_norm: 4.5803 2020-07-22 16:22:41,725 - mmaction - INFO - Epoch [8][420/940] lr: 1.000e-02, eta: 18:44:59, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1328, loss: 2.1328, grad_norm: 4.6056 2020-07-22 16:22:54,183 - mmaction - INFO - Epoch [8][440/940] lr: 1.000e-02, eta: 18:44:06, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.4787, top5_acc: 0.7406, loss_cls: 2.1946, loss: 2.1946, grad_norm: 4.6518 2020-07-22 16:23:06,119 - mmaction - INFO - Epoch [8][460/940] lr: 1.000e-02, eta: 18:43:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.4842, top5_acc: 0.7410, loss_cls: 2.1992, loss: 2.1992, grad_norm: 4.6591 2020-07-22 16:23:17,963 - mmaction - INFO - Epoch [8][480/940] lr: 1.000e-02, eta: 18:42:06, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4980, top5_acc: 0.7451, loss_cls: 2.1491, loss: 2.1491, grad_norm: 4.5373 2020-07-22 16:23:30,432 - mmaction - INFO - Epoch [8][500/940] lr: 1.000e-02, eta: 18:41:14, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.4910, top5_acc: 0.7365, loss_cls: 2.1685, loss: 2.1685, grad_norm: 4.6483 2020-07-22 16:23:42,326 - mmaction - INFO - Epoch [8][520/940] lr: 1.000e-02, eta: 18:40:14, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4881, top5_acc: 0.7402, loss_cls: 2.2184, loss: 2.2184, grad_norm: 4.6497 2020-07-22 16:23:54,981 - mmaction - INFO - Epoch [8][540/940] lr: 1.000e-02, eta: 18:39:24, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.4967, top5_acc: 0.7447, loss_cls: 2.1555, loss: 2.1555, grad_norm: 4.6126 2020-07-22 16:24:06,806 - mmaction - INFO - Epoch [8][560/940] lr: 1.000e-02, eta: 18:38:25, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4959, top5_acc: 0.7420, loss_cls: 2.1551, loss: 2.1551, grad_norm: 4.5815 2020-07-22 16:24:18,614 - mmaction - INFO - Epoch [8][580/940] lr: 1.000e-02, eta: 18:37:25, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5072, top5_acc: 0.7545, loss_cls: 2.1152, loss: 2.1152, grad_norm: 4.5543 2020-07-22 16:26:13,579 - mmaction - INFO - Epoch [8][600/940] lr: 1.000e-02, eta: 18:36:25, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.4895, top5_acc: 0.7367, loss_cls: 2.1971, loss: 2.1971, grad_norm: 4.6168 2020-07-22 16:26:25,718 - mmaction - INFO - Epoch [8][620/940] lr: 1.000e-02, eta: 18:56:14, time: 5.767, data_time: 5.163, memory: 8344, top1_acc: 0.4939, top5_acc: 0.7480, loss_cls: 2.1434, loss: 2.1434, grad_norm: 4.6382 2020-07-22 16:26:37,474 - mmaction - INFO - Epoch [8][640/940] lr: 1.000e-02, eta: 18:55:11, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.4824, top5_acc: 0.7311, loss_cls: 2.2513, loss: 2.2513, grad_norm: 4.6725 2020-07-22 16:26:49,829 - mmaction - INFO - Epoch [8][660/940] lr: 1.000e-02, eta: 18:54:15, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.4896, top5_acc: 0.7471, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.6298 2020-07-22 16:27:02,346 - mmaction - INFO - Epoch [8][680/940] lr: 1.000e-02, eta: 18:53:22, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.4949, top5_acc: 0.7439, loss_cls: 2.1468, loss: 2.1468, grad_norm: 4.6262 2020-07-22 16:27:14,397 - mmaction - INFO - Epoch [8][700/940] lr: 1.000e-02, eta: 18:52:23, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.4830, top5_acc: 0.7318, loss_cls: 2.2091, loss: 2.2091, grad_norm: 4.6100 2020-07-22 16:27:26,182 - mmaction - INFO - Epoch [8][720/940] lr: 1.000e-02, eta: 18:51:21, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4797, top5_acc: 0.7365, loss_cls: 2.2070, loss: 2.2070, grad_norm: 4.6586 2020-07-22 16:27:38,043 - mmaction - INFO - Epoch [8][740/940] lr: 1.000e-02, eta: 18:50:20, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5018, top5_acc: 0.7363, loss_cls: 2.1587, loss: 2.1587, grad_norm: 4.5798 2020-07-22 16:27:50,471 - mmaction - INFO - Epoch [8][760/940] lr: 1.000e-02, eta: 18:49:27, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.4893, top5_acc: 0.7355, loss_cls: 2.2189, loss: 2.2189, grad_norm: 4.6375 2020-07-22 16:28:03,012 - mmaction - INFO - Epoch [8][780/940] lr: 1.000e-02, eta: 18:48:34, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.4943, top5_acc: 0.7490, loss_cls: 2.1424, loss: 2.1424, grad_norm: 4.6222 2020-07-22 16:28:15,379 - mmaction - INFO - Epoch [8][800/940] lr: 1.000e-02, eta: 18:47:41, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.4861, top5_acc: 0.7348, loss_cls: 2.1824, loss: 2.1824, grad_norm: 4.5261 2020-07-22 16:28:27,181 - mmaction - INFO - Epoch [8][820/940] lr: 1.000e-02, eta: 18:46:40, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4922, top5_acc: 0.7332, loss_cls: 2.1916, loss: 2.1916, grad_norm: 4.5853 2020-07-22 16:28:39,731 - mmaction - INFO - Epoch [8][840/940] lr: 1.000e-02, eta: 18:45:49, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5076, top5_acc: 0.7484, loss_cls: 2.1093, loss: 2.1093, grad_norm: 4.5697 2020-07-22 16:28:51,518 - mmaction - INFO - Epoch [8][860/940] lr: 1.000e-02, eta: 18:44:49, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.4957, top5_acc: 0.7402, loss_cls: 2.1833, loss: 2.1833, grad_norm: 4.6178 2020-07-22 16:29:04,012 - mmaction - INFO - Epoch [8][880/940] lr: 1.000e-02, eta: 18:43:57, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.4998, top5_acc: 0.7416, loss_cls: 2.1389, loss: 2.1389, grad_norm: 4.5841 2020-07-22 16:29:15,819 - mmaction - INFO - Epoch [8][900/940] lr: 1.000e-02, eta: 18:42:58, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.4990, top5_acc: 0.7416, loss_cls: 2.1700, loss: 2.1700, grad_norm: 4.6452 2020-07-22 16:29:28,344 - mmaction - INFO - Epoch [8][920/940] lr: 1.000e-02, eta: 18:42:07, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.5031, top5_acc: 0.7420, loss_cls: 2.1787, loss: 2.1787, grad_norm: 4.6008 2020-07-22 16:29:39,600 - mmaction - INFO - Epoch [8][940/940] lr: 1.000e-02, eta: 18:41:02, time: 0.564, data_time: 0.002, memory: 8344, top1_acc: 0.5024, top5_acc: 0.7465, loss_cls: 2.1360, loss: 2.1360, grad_norm: 4.5706 2020-07-22 16:31:45,410 - mmaction - INFO - Epoch [9][20/940] lr: 1.000e-02, eta: 19:01:09, time: 6.106, data_time: 5.451, memory: 8344, top1_acc: 0.5072, top5_acc: 0.7438, loss_cls: 2.1193, loss: 2.1193, grad_norm: 4.5827 2020-07-22 16:31:57,765 - mmaction - INFO - Epoch [9][40/940] lr: 1.000e-02, eta: 19:00:13, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.5146, top5_acc: 0.7508, loss_cls: 2.0907, loss: 2.0907, grad_norm: 4.5395 2020-07-22 16:32:09,616 - mmaction - INFO - Epoch [9][60/940] lr: 1.000e-02, eta: 18:59:12, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5039, top5_acc: 0.7490, loss_cls: 2.1038, loss: 2.1038, grad_norm: 4.5392 2020-07-22 16:32:22,026 - mmaction - INFO - Epoch [9][80/940] lr: 1.000e-02, eta: 18:58:17, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.5117, top5_acc: 0.7617, loss_cls: 2.0806, loss: 2.0806, grad_norm: 4.5509 2020-07-22 16:32:33,746 - mmaction - INFO - Epoch [9][100/940] lr: 1.000e-02, eta: 18:57:15, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.1100, loss: 2.1100, grad_norm: 4.5543 2020-07-22 16:32:45,640 - mmaction - INFO - Epoch [9][120/940] lr: 1.000e-02, eta: 18:56:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.4996, top5_acc: 0.7418, loss_cls: 2.1207, loss: 2.1207, grad_norm: 4.5634 2020-07-22 16:32:57,575 - mmaction - INFO - Epoch [9][140/940] lr: 1.000e-02, eta: 18:55:16, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5146, top5_acc: 0.7553, loss_cls: 2.0906, loss: 2.0906, grad_norm: 4.6009 2020-07-22 16:33:11,584 - mmaction - INFO - Epoch [9][160/940] lr: 1.000e-02, eta: 18:54:40, time: 0.701, data_time: 0.003, memory: 8344, top1_acc: 0.4969, top5_acc: 0.7439, loss_cls: 2.1247, loss: 2.1247, grad_norm: 4.6523 2020-07-22 16:33:23,454 - mmaction - INFO - Epoch [9][180/940] lr: 1.000e-02, eta: 18:53:41, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4975, top5_acc: 0.7441, loss_cls: 2.1555, loss: 2.1555, grad_norm: 4.6376 2020-07-22 16:33:35,382 - mmaction - INFO - Epoch [9][200/940] lr: 1.000e-02, eta: 18:52:42, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5029, top5_acc: 0.7471, loss_cls: 2.1339, loss: 2.1339, grad_norm: 4.5548 2020-07-22 16:33:47,872 - mmaction - INFO - Epoch [9][220/940] lr: 1.000e-02, eta: 18:51:50, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5021, top5_acc: 0.7371, loss_cls: 2.1487, loss: 2.1487, grad_norm: 4.6222 2020-07-22 16:34:00,389 - mmaction - INFO - Epoch [9][240/940] lr: 1.000e-02, eta: 18:50:58, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.4992, top5_acc: 0.7494, loss_cls: 2.0943, loss: 2.0943, grad_norm: 4.5391 2020-07-22 16:34:12,279 - mmaction - INFO - Epoch [9][260/940] lr: 1.000e-02, eta: 18:50:00, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5021, top5_acc: 0.7467, loss_cls: 2.1440, loss: 2.1440, grad_norm: 4.6147 2020-07-22 16:34:24,702 - mmaction - INFO - Epoch [9][280/940] lr: 1.000e-02, eta: 18:49:08, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.4939, top5_acc: 0.7441, loss_cls: 2.1512, loss: 2.1512, grad_norm: 4.6332 2020-07-22 16:34:37,164 - mmaction - INFO - Epoch [9][300/940] lr: 1.000e-02, eta: 18:48:16, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5041, top5_acc: 0.7482, loss_cls: 2.1217, loss: 2.1217, grad_norm: 4.6313 2020-07-22 16:34:48,990 - mmaction - INFO - Epoch [9][320/940] lr: 1.000e-02, eta: 18:47:18, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4924, top5_acc: 0.7467, loss_cls: 2.1488, loss: 2.1488, grad_norm: 4.7310 2020-07-22 16:35:00,915 - mmaction - INFO - Epoch [9][340/940] lr: 1.000e-02, eta: 18:46:20, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5016, top5_acc: 0.7418, loss_cls: 2.1438, loss: 2.1438, grad_norm: 4.6512 2020-07-22 16:35:13,610 - mmaction - INFO - Epoch [9][360/940] lr: 1.000e-02, eta: 18:45:30, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5057, top5_acc: 0.7404, loss_cls: 2.1459, loss: 2.1459, grad_norm: 4.5763 2020-07-22 16:35:26,348 - mmaction - INFO - Epoch [9][380/940] lr: 1.000e-02, eta: 18:44:44, time: 0.646, data_time: 0.021, memory: 8344, top1_acc: 0.4928, top5_acc: 0.7340, loss_cls: 2.2001, loss: 2.2001, grad_norm: 4.5855 2020-07-22 16:35:38,289 - mmaction - INFO - Epoch [9][400/940] lr: 1.000e-02, eta: 18:43:48, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5145, top5_acc: 0.7461, loss_cls: 2.1074, loss: 2.1074, grad_norm: 4.5607 2020-07-22 16:35:50,252 - mmaction - INFO - Epoch [9][420/940] lr: 1.000e-02, eta: 18:42:52, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1440, loss: 2.1440, grad_norm: 4.6285 2020-07-22 16:36:02,744 - mmaction - INFO - Epoch [9][440/940] lr: 1.000e-02, eta: 18:42:02, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5018, top5_acc: 0.7467, loss_cls: 2.1195, loss: 2.1195, grad_norm: 4.6375 2020-07-22 16:36:14,598 - mmaction - INFO - Epoch [9][460/940] lr: 1.000e-02, eta: 18:41:06, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.4980, top5_acc: 0.7385, loss_cls: 2.1357, loss: 2.1357, grad_norm: 4.6403 2020-07-22 16:36:26,518 - mmaction - INFO - Epoch [9][480/940] lr: 1.000e-02, eta: 18:40:10, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.0825, loss: 2.0825, grad_norm: 4.5359 2020-07-22 16:36:38,388 - mmaction - INFO - Epoch [9][500/940] lr: 1.000e-02, eta: 18:39:14, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5070, top5_acc: 0.7447, loss_cls: 2.1097, loss: 2.1097, grad_norm: 4.5374 2020-07-22 16:36:50,998 - mmaction - INFO - Epoch [9][520/940] lr: 1.000e-02, eta: 18:38:26, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5139, top5_acc: 0.7531, loss_cls: 2.1052, loss: 2.1052, grad_norm: 4.6182 2020-07-22 16:37:02,897 - mmaction - INFO - Epoch [9][540/940] lr: 1.000e-02, eta: 18:37:31, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5027, top5_acc: 0.7393, loss_cls: 2.1659, loss: 2.1659, grad_norm: 4.5080 2020-07-22 16:37:14,794 - mmaction - INFO - Epoch [9][560/940] lr: 1.000e-02, eta: 18:36:36, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5035, top5_acc: 0.7432, loss_cls: 2.1648, loss: 2.1648, grad_norm: 4.5681 2020-07-22 16:37:26,784 - mmaction - INFO - Epoch [9][580/940] lr: 1.000e-02, eta: 18:35:41, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5098, top5_acc: 0.7410, loss_cls: 2.1096, loss: 2.1096, grad_norm: 4.5774 2020-07-22 16:37:38,641 - mmaction - INFO - Epoch [9][600/940] lr: 1.000e-02, eta: 18:34:47, time: 0.600, data_time: 0.013, memory: 8344, top1_acc: 0.4930, top5_acc: 0.7387, loss_cls: 2.1579, loss: 2.1579, grad_norm: 4.6993 2020-07-22 16:37:51,130 - mmaction - INFO - Epoch [9][620/940] lr: 1.000e-02, eta: 18:33:59, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.4930, top5_acc: 0.7418, loss_cls: 2.1669, loss: 2.1669, grad_norm: 4.6536 2020-07-22 16:38:03,456 - mmaction - INFO - Epoch [9][640/940] lr: 1.000e-02, eta: 18:33:09, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.5021, top5_acc: 0.7467, loss_cls: 2.1267, loss: 2.1267, grad_norm: 4.5927 2020-07-22 16:38:15,533 - mmaction - INFO - Epoch [9][660/940] lr: 1.000e-02, eta: 18:32:17, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5043, top5_acc: 0.7480, loss_cls: 2.1317, loss: 2.1317, grad_norm: 4.5648 2020-07-22 16:38:27,350 - mmaction - INFO - Epoch [9][680/940] lr: 1.000e-02, eta: 18:31:23, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5029, top5_acc: 0.7477, loss_cls: 2.1290, loss: 2.1290, grad_norm: 4.6440 2020-07-22 16:38:39,148 - mmaction - INFO - Epoch [9][700/940] lr: 1.000e-02, eta: 18:30:28, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.4881, top5_acc: 0.7398, loss_cls: 2.1827, loss: 2.1827, grad_norm: 4.6721 2020-07-22 16:38:51,732 - mmaction - INFO - Epoch [9][720/940] lr: 1.000e-02, eta: 18:29:42, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5049, top5_acc: 0.7465, loss_cls: 2.1292, loss: 2.1292, grad_norm: 4.5620 2020-07-22 16:39:03,544 - mmaction - INFO - Epoch [9][740/940] lr: 1.000e-02, eta: 18:28:48, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5014, top5_acc: 0.7471, loss_cls: 2.1320, loss: 2.1320, grad_norm: 4.5971 2020-07-22 16:39:15,244 - mmaction - INFO - Epoch [9][760/940] lr: 1.000e-02, eta: 18:27:53, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5100, top5_acc: 0.7508, loss_cls: 2.1093, loss: 2.1093, grad_norm: 4.6069 2020-07-22 16:39:27,793 - mmaction - INFO - Epoch [9][780/940] lr: 1.000e-02, eta: 18:27:07, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5041, top5_acc: 0.7486, loss_cls: 2.1203, loss: 2.1203, grad_norm: 4.6277 2020-07-22 16:39:39,663 - mmaction - INFO - Epoch [9][800/940] lr: 1.000e-02, eta: 18:26:14, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.4924, top5_acc: 0.7379, loss_cls: 2.1927, loss: 2.1927, grad_norm: 4.7087 2020-07-22 16:39:51,610 - mmaction - INFO - Epoch [9][820/940] lr: 1.000e-02, eta: 18:25:22, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5107, top5_acc: 0.7533, loss_cls: 2.1147, loss: 2.1147, grad_norm: 4.5675 2020-07-22 16:40:03,428 - mmaction - INFO - Epoch [9][840/940] lr: 1.000e-02, eta: 18:24:29, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5043, top5_acc: 0.7449, loss_cls: 2.1465, loss: 2.1465, grad_norm: 4.5684 2020-07-22 16:40:15,868 - mmaction - INFO - Epoch [9][860/940] lr: 1.000e-02, eta: 18:23:42, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5061, top5_acc: 0.7492, loss_cls: 2.1487, loss: 2.1487, grad_norm: 4.6558 2020-07-22 16:40:28,436 - mmaction - INFO - Epoch [9][880/940] lr: 1.000e-02, eta: 18:22:57, time: 0.628, data_time: 0.009, memory: 8344, top1_acc: 0.5031, top5_acc: 0.7447, loss_cls: 2.1457, loss: 2.1457, grad_norm: 4.5884 2020-07-22 16:40:40,382 - mmaction - INFO - Epoch [9][900/940] lr: 1.000e-02, eta: 18:22:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.4906, top5_acc: 0.7486, loss_cls: 2.1595, loss: 2.1595, grad_norm: 4.6748 2020-07-22 16:40:52,803 - mmaction - INFO - Epoch [9][920/940] lr: 1.000e-02, eta: 18:21:20, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.4916, top5_acc: 0.7475, loss_cls: 2.1673, loss: 2.1673, grad_norm: 4.6643 2020-07-22 16:41:04,038 - mmaction - INFO - Epoch [9][940/940] lr: 1.000e-02, eta: 18:20:22, time: 0.561, data_time: 0.002, memory: 8344, top1_acc: 0.4996, top5_acc: 0.7506, loss_cls: 2.1385, loss: 2.1385, grad_norm: 4.6804 2020-07-22 16:43:20,585 - mmaction - INFO - Epoch [10][20/940] lr: 1.000e-02, eta: 18:39:45, time: 6.615, data_time: 5.999, memory: 8344, top1_acc: 0.5004, top5_acc: 0.7561, loss_cls: 2.1132, loss: 2.1132, grad_norm: 4.6481 2020-07-22 16:43:32,376 - mmaction - INFO - Epoch [10][40/940] lr: 1.000e-02, eta: 18:38:50, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5090, top5_acc: 0.7520, loss_cls: 2.0888, loss: 2.0888, grad_norm: 4.6048 2020-07-22 16:43:44,803 - mmaction - INFO - Epoch [10][60/940] lr: 1.000e-02, eta: 18:38:01, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.5168, top5_acc: 0.7508, loss_cls: 2.0815, loss: 2.0815, grad_norm: 4.6034 2020-07-22 16:43:57,168 - mmaction - INFO - Epoch [10][80/940] lr: 1.000e-02, eta: 18:37:12, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.5023, top5_acc: 0.7561, loss_cls: 2.1082, loss: 2.1082, grad_norm: 4.6459 2020-07-22 16:44:09,658 - mmaction - INFO - Epoch [10][100/940] lr: 1.000e-02, eta: 18:36:24, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.5160, top5_acc: 0.7631, loss_cls: 2.0552, loss: 2.0552, grad_norm: 4.5882 2020-07-22 16:44:21,398 - mmaction - INFO - Epoch [10][120/940] lr: 1.000e-02, eta: 18:35:30, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5053, top5_acc: 0.7471, loss_cls: 2.1126, loss: 2.1126, grad_norm: 4.6626 2020-07-22 16:44:33,307 - mmaction - INFO - Epoch [10][140/940] lr: 1.000e-02, eta: 18:34:37, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5137, top5_acc: 0.7586, loss_cls: 2.0612, loss: 2.0612, grad_norm: 4.5695 2020-07-22 16:44:45,691 - mmaction - INFO - Epoch [10][160/940] lr: 1.000e-02, eta: 18:33:48, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5062, top5_acc: 0.7441, loss_cls: 2.1311, loss: 2.1311, grad_norm: 4.6341 2020-07-22 16:44:57,566 - mmaction - INFO - Epoch [10][180/940] lr: 1.000e-02, eta: 18:32:55, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5068, top5_acc: 0.7510, loss_cls: 2.1133, loss: 2.1133, grad_norm: 4.6263 2020-07-22 16:45:09,435 - mmaction - INFO - Epoch [10][200/940] lr: 1.000e-02, eta: 18:32:03, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5104, top5_acc: 0.7514, loss_cls: 2.0918, loss: 2.0918, grad_norm: 4.6638 2020-07-22 16:45:21,289 - mmaction - INFO - Epoch [10][220/940] lr: 1.000e-02, eta: 18:31:10, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5135, top5_acc: 0.7551, loss_cls: 2.0722, loss: 2.0722, grad_norm: 4.6236 2020-07-22 16:45:33,043 - mmaction - INFO - Epoch [10][240/940] lr: 1.000e-02, eta: 18:30:16, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5176, top5_acc: 0.7500, loss_cls: 2.0780, loss: 2.0780, grad_norm: 4.6178 2020-07-22 16:45:44,879 - mmaction - INFO - Epoch [10][260/940] lr: 1.000e-02, eta: 18:29:23, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.4992, top5_acc: 0.7535, loss_cls: 2.1224, loss: 2.1224, grad_norm: 4.6347 2020-07-22 16:45:56,648 - mmaction - INFO - Epoch [10][280/940] lr: 1.000e-02, eta: 18:28:30, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1020, loss: 2.1020, grad_norm: 4.6209 2020-07-22 16:46:08,507 - mmaction - INFO - Epoch [10][300/940] lr: 1.000e-02, eta: 18:27:38, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5111, top5_acc: 0.7480, loss_cls: 2.1114, loss: 2.1114, grad_norm: 4.6592 2020-07-22 16:46:20,301 - mmaction - INFO - Epoch [10][320/940] lr: 1.000e-02, eta: 18:26:46, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5184, top5_acc: 0.7596, loss_cls: 2.0686, loss: 2.0686, grad_norm: 4.5561 2020-07-22 16:46:32,880 - mmaction - INFO - Epoch [10][340/940] lr: 1.000e-02, eta: 18:26:01, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5072, top5_acc: 0.7553, loss_cls: 2.0957, loss: 2.0957, grad_norm: 4.6302 2020-07-22 16:46:44,642 - mmaction - INFO - Epoch [10][360/940] lr: 1.000e-02, eta: 18:25:09, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.4949, top5_acc: 0.7369, loss_cls: 2.1773, loss: 2.1773, grad_norm: 4.6607 2020-07-22 16:46:57,287 - mmaction - INFO - Epoch [10][380/940] lr: 1.000e-02, eta: 18:24:25, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.0999, loss: 2.0999, grad_norm: 4.6166 2020-07-22 16:47:09,706 - mmaction - INFO - Epoch [10][400/940] lr: 1.000e-02, eta: 18:23:39, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5092, top5_acc: 0.7500, loss_cls: 2.1015, loss: 2.1015, grad_norm: 4.5127 2020-07-22 16:47:22,224 - mmaction - INFO - Epoch [10][420/940] lr: 1.000e-02, eta: 18:22:55, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.4963, top5_acc: 0.7361, loss_cls: 2.1802, loss: 2.1802, grad_norm: 4.7185 2020-07-22 16:47:34,768 - mmaction - INFO - Epoch [10][440/940] lr: 1.000e-02, eta: 18:22:10, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5059, top5_acc: 0.7389, loss_cls: 2.1617, loss: 2.1617, grad_norm: 4.6403 2020-07-22 16:47:46,545 - mmaction - INFO - Epoch [10][460/940] lr: 1.000e-02, eta: 18:21:19, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.4953, top5_acc: 0.7475, loss_cls: 2.1478, loss: 2.1478, grad_norm: 4.6945 2020-07-22 16:47:59,130 - mmaction - INFO - Epoch [10][480/940] lr: 1.000e-02, eta: 18:20:35, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5039, top5_acc: 0.7496, loss_cls: 2.1200, loss: 2.1200, grad_norm: 4.5681 2020-07-22 16:48:10,924 - mmaction - INFO - Epoch [10][500/940] lr: 1.000e-02, eta: 18:19:44, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5029, top5_acc: 0.7486, loss_cls: 2.1236, loss: 2.1236, grad_norm: 4.5724 2020-07-22 16:48:22,732 - mmaction - INFO - Epoch [10][520/940] lr: 1.000e-02, eta: 18:18:54, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.4998, top5_acc: 0.7363, loss_cls: 2.1631, loss: 2.1631, grad_norm: 4.5974 2020-07-22 16:48:34,645 - mmaction - INFO - Epoch [10][540/940] lr: 1.000e-02, eta: 18:18:04, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1357, loss: 2.1357, grad_norm: 4.5704 2020-07-22 16:48:46,521 - mmaction - INFO - Epoch [10][560/940] lr: 1.000e-02, eta: 18:17:14, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4943, top5_acc: 0.7467, loss_cls: 2.1161, loss: 2.1161, grad_norm: 4.6218 2020-07-22 16:48:58,976 - mmaction - INFO - Epoch [10][580/940] lr: 1.000e-02, eta: 18:16:30, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.4982, top5_acc: 0.7473, loss_cls: 2.1313, loss: 2.1313, grad_norm: 4.6143 2020-07-22 16:49:11,135 - mmaction - INFO - Epoch [10][600/940] lr: 1.000e-02, eta: 18:15:44, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5031, top5_acc: 0.7527, loss_cls: 2.1124, loss: 2.1124, grad_norm: 4.6169 2020-07-22 16:49:23,106 - mmaction - INFO - Epoch [10][620/940] lr: 1.000e-02, eta: 18:14:55, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5119, top5_acc: 0.7516, loss_cls: 2.0765, loss: 2.0765, grad_norm: 4.5977 2020-07-22 16:49:35,614 - mmaction - INFO - Epoch [10][640/940] lr: 1.000e-02, eta: 18:14:12, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5070, top5_acc: 0.7457, loss_cls: 2.1103, loss: 2.1103, grad_norm: 4.6538 2020-07-22 16:49:47,746 - mmaction - INFO - Epoch [10][660/940] lr: 1.000e-02, eta: 18:13:26, time: 0.607, data_time: 0.015, memory: 8344, top1_acc: 0.5100, top5_acc: 0.7486, loss_cls: 2.0974, loss: 2.0974, grad_norm: 4.6428 2020-07-22 16:49:59,759 - mmaction - INFO - Epoch [10][680/940] lr: 1.000e-02, eta: 18:12:38, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.0753, loss: 2.0753, grad_norm: 4.5517 2020-07-22 16:50:11,581 - mmaction - INFO - Epoch [10][700/940] lr: 1.000e-02, eta: 18:11:49, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5117, top5_acc: 0.7498, loss_cls: 2.0922, loss: 2.0922, grad_norm: 4.5784 2020-07-22 16:50:23,724 - mmaction - INFO - Epoch [10][720/940] lr: 1.000e-02, eta: 18:11:03, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.4973, top5_acc: 0.7424, loss_cls: 2.1432, loss: 2.1432, grad_norm: 4.6322 2020-07-22 16:50:35,606 - mmaction - INFO - Epoch [10][740/940] lr: 1.000e-02, eta: 18:10:15, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5123, top5_acc: 0.7559, loss_cls: 2.0699, loss: 2.0699, grad_norm: 4.6105 2020-07-22 16:50:48,170 - mmaction - INFO - Epoch [10][760/940] lr: 1.000e-02, eta: 18:09:33, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5195, top5_acc: 0.7572, loss_cls: 2.0649, loss: 2.0649, grad_norm: 4.5804 2020-07-22 16:50:59,993 - mmaction - INFO - Epoch [10][780/940] lr: 1.000e-02, eta: 18:08:45, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5184, top5_acc: 0.7582, loss_cls: 2.0592, loss: 2.0592, grad_norm: 4.5782 2020-07-22 16:51:11,915 - mmaction - INFO - Epoch [10][800/940] lr: 1.000e-02, eta: 18:07:58, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1058, loss: 2.1058, grad_norm: 4.6013 2020-07-22 16:51:23,711 - mmaction - INFO - Epoch [10][820/940] lr: 1.000e-02, eta: 18:07:09, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5020, top5_acc: 0.7541, loss_cls: 2.1165, loss: 2.1165, grad_norm: 4.6587 2020-07-22 16:51:35,707 - mmaction - INFO - Epoch [10][840/940] lr: 1.000e-02, eta: 18:06:23, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.5066, top5_acc: 0.7514, loss_cls: 2.0955, loss: 2.0955, grad_norm: 4.5965 2020-07-22 16:51:48,186 - mmaction - INFO - Epoch [10][860/940] lr: 1.000e-02, eta: 18:05:41, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.4990, top5_acc: 0.7398, loss_cls: 2.1454, loss: 2.1454, grad_norm: 4.7072 2020-07-22 16:52:00,758 - mmaction - INFO - Epoch [10][880/940] lr: 1.000e-02, eta: 18:05:00, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5158, top5_acc: 0.7480, loss_cls: 2.1027, loss: 2.1027, grad_norm: 4.6084 2020-07-22 16:52:12,879 - mmaction - INFO - Epoch [10][900/940] lr: 1.000e-02, eta: 18:04:15, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5070, top5_acc: 0.7467, loss_cls: 2.1399, loss: 2.1399, grad_norm: 4.6968 2020-07-22 16:52:25,343 - mmaction - INFO - Epoch [10][920/940] lr: 1.000e-02, eta: 18:03:34, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5195, top5_acc: 0.7568, loss_cls: 2.0550, loss: 2.0550, grad_norm: 4.5593 2020-07-22 16:52:36,677 - mmaction - INFO - Epoch [10][940/940] lr: 1.000e-02, eta: 18:02:42, time: 0.567, data_time: 0.001, memory: 8344, top1_acc: 0.5039, top5_acc: 0.7504, loss_cls: 2.1225, loss: 2.1225, grad_norm: 4.7194 2020-07-22 16:52:39,876 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-22 16:55:11,441 - mmaction - INFO - Epoch [11][20/940] lr: 1.000e-02, eta: 18:22:46, time: 7.558, data_time: 6.875, memory: 8344, top1_acc: 0.5127, top5_acc: 0.7502, loss_cls: 2.0935, loss: 2.0935, grad_norm: 4.6209 2020-07-22 16:55:23,808 - mmaction - INFO - Epoch [11][40/940] lr: 1.000e-02, eta: 18:22:01, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.5209, top5_acc: 0.7564, loss_cls: 2.0426, loss: 2.0426, grad_norm: 4.5433 2020-07-22 16:55:35,709 - mmaction - INFO - Epoch [11][60/940] lr: 1.000e-02, eta: 18:21:12, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.5141, top5_acc: 0.7506, loss_cls: 2.1103, loss: 2.1103, grad_norm: 4.6396 2020-07-22 16:55:47,447 - mmaction - INFO - Epoch [11][80/940] lr: 1.000e-02, eta: 18:20:22, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5324, top5_acc: 0.7633, loss_cls: 2.0196, loss: 2.0196, grad_norm: 4.5645 2020-07-22 16:55:59,934 - mmaction - INFO - Epoch [11][100/940] lr: 1.000e-02, eta: 18:19:38, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5180, top5_acc: 0.7576, loss_cls: 2.0672, loss: 2.0672, grad_norm: 4.5275 2020-07-22 16:56:11,819 - mmaction - INFO - Epoch [11][120/940] lr: 1.000e-02, eta: 18:18:49, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5203, top5_acc: 0.7549, loss_cls: 2.0546, loss: 2.0546, grad_norm: 4.5666 2020-07-22 16:56:24,660 - mmaction - INFO - Epoch [11][140/940] lr: 1.000e-02, eta: 18:18:09, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5107, top5_acc: 0.7551, loss_cls: 2.0855, loss: 2.0855, grad_norm: 4.6504 2020-07-22 16:56:36,759 - mmaction - INFO - Epoch [11][160/940] lr: 1.000e-02, eta: 18:17:23, time: 0.606, data_time: 0.005, memory: 8344, top1_acc: 0.5203, top5_acc: 0.7605, loss_cls: 2.0504, loss: 2.0504, grad_norm: 4.6977 2020-07-22 16:56:48,579 - mmaction - INFO - Epoch [11][180/940] lr: 1.000e-02, eta: 18:16:34, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5123, top5_acc: 0.7582, loss_cls: 2.0716, loss: 2.0716, grad_norm: 4.6860 2020-07-22 16:57:00,524 - mmaction - INFO - Epoch [11][200/940] lr: 1.000e-02, eta: 18:15:46, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5207, top5_acc: 0.7604, loss_cls: 2.0352, loss: 2.0352, grad_norm: 4.4912 2020-07-22 16:57:12,382 - mmaction - INFO - Epoch [11][220/940] lr: 1.000e-02, eta: 18:14:58, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5232, top5_acc: 0.7564, loss_cls: 2.0383, loss: 2.0383, grad_norm: 4.5794 2020-07-22 16:57:24,807 - mmaction - INFO - Epoch [11][240/940] lr: 1.000e-02, eta: 18:14:15, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.5100, top5_acc: 0.7543, loss_cls: 2.0730, loss: 2.0730, grad_norm: 4.5931 2020-07-22 16:57:36,910 - mmaction - INFO - Epoch [11][260/940] lr: 1.000e-02, eta: 18:13:29, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5178, top5_acc: 0.7617, loss_cls: 2.0560, loss: 2.0560, grad_norm: 4.6245 2020-07-22 16:57:48,709 - mmaction - INFO - Epoch [11][280/940] lr: 1.000e-02, eta: 18:12:41, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5092, top5_acc: 0.7541, loss_cls: 2.0663, loss: 2.0663, grad_norm: 4.6145 2020-07-22 16:58:00,511 - mmaction - INFO - Epoch [11][300/940] lr: 1.000e-02, eta: 18:11:53, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5152, top5_acc: 0.7598, loss_cls: 2.0349, loss: 2.0349, grad_norm: 4.5890 2020-07-22 16:58:12,973 - mmaction - INFO - Epoch [11][320/940] lr: 1.000e-02, eta: 18:11:11, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5084, top5_acc: 0.7523, loss_cls: 2.0973, loss: 2.0973, grad_norm: 4.6574 2020-07-22 16:58:24,773 - mmaction - INFO - Epoch [11][340/940] lr: 1.000e-02, eta: 18:10:23, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5229, top5_acc: 0.7605, loss_cls: 2.0405, loss: 2.0405, grad_norm: 4.6379 2020-07-22 16:58:37,423 - mmaction - INFO - Epoch [11][360/940] lr: 1.000e-02, eta: 18:09:42, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.5109, top5_acc: 0.7506, loss_cls: 2.1375, loss: 2.1375, grad_norm: 4.6242 2020-07-22 16:58:49,390 - mmaction - INFO - Epoch [11][380/940] lr: 1.000e-02, eta: 18:08:56, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5248, top5_acc: 0.7584, loss_cls: 2.0433, loss: 2.0433, grad_norm: 4.5926 2020-07-22 16:59:01,945 - mmaction - INFO - Epoch [11][400/940] lr: 1.000e-02, eta: 18:08:15, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5217, top5_acc: 0.7566, loss_cls: 2.0509, loss: 2.0509, grad_norm: 4.5510 2020-07-22 16:59:13,924 - mmaction - INFO - Epoch [11][420/940] lr: 1.000e-02, eta: 18:07:29, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5018, top5_acc: 0.7467, loss_cls: 2.0899, loss: 2.0899, grad_norm: 4.5612 2020-07-22 16:59:25,778 - mmaction - INFO - Epoch [11][440/940] lr: 1.000e-02, eta: 18:06:43, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5021, top5_acc: 0.7596, loss_cls: 2.0939, loss: 2.0939, grad_norm: 4.6342 2020-07-22 16:59:38,263 - mmaction - INFO - Epoch [11][460/940] lr: 1.000e-02, eta: 18:06:02, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5287, top5_acc: 0.7645, loss_cls: 2.0332, loss: 2.0332, grad_norm: 4.6343 2020-07-22 16:59:50,064 - mmaction - INFO - Epoch [11][480/940] lr: 1.000e-02, eta: 18:05:15, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5148, top5_acc: 0.7559, loss_cls: 2.0423, loss: 2.0423, grad_norm: 4.6097 2020-07-22 17:00:01,994 - mmaction - INFO - Epoch [11][500/940] lr: 1.000e-02, eta: 18:04:29, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5086, top5_acc: 0.7604, loss_cls: 2.0775, loss: 2.0775, grad_norm: 4.6414 2020-07-22 17:00:19,776 - mmaction - INFO - Epoch [11][520/940] lr: 1.000e-02, eta: 18:04:33, time: 0.885, data_time: 0.004, memory: 8344, top1_acc: 0.4930, top5_acc: 0.7443, loss_cls: 2.1424, loss: 2.1424, grad_norm: 4.6910 2020-07-22 17:00:31,660 - mmaction - INFO - Epoch [11][540/940] lr: 1.000e-02, eta: 18:03:47, time: 0.598, data_time: 0.010, memory: 8344, top1_acc: 0.5205, top5_acc: 0.7570, loss_cls: 2.0745, loss: 2.0745, grad_norm: 4.5667 2020-07-22 17:00:44,097 - mmaction - INFO - Epoch [11][560/940] lr: 1.000e-02, eta: 18:03:06, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5143, top5_acc: 0.7615, loss_cls: 2.0645, loss: 2.0645, grad_norm: 4.6085 2020-07-22 17:00:55,896 - mmaction - INFO - Epoch [11][580/940] lr: 1.000e-02, eta: 18:02:20, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5156, top5_acc: 0.7604, loss_cls: 2.0343, loss: 2.0343, grad_norm: 4.5774 2020-07-22 17:01:07,925 - mmaction - INFO - Epoch [11][600/940] lr: 1.000e-02, eta: 18:01:36, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5082, top5_acc: 0.7498, loss_cls: 2.0886, loss: 2.0886, grad_norm: 4.5705 2020-07-22 17:01:19,897 - mmaction - INFO - Epoch [11][620/940] lr: 1.000e-02, eta: 18:00:51, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5146, top5_acc: 0.7559, loss_cls: 2.0786, loss: 2.0786, grad_norm: 4.7501 2020-07-22 17:01:31,688 - mmaction - INFO - Epoch [11][640/940] lr: 1.000e-02, eta: 18:00:05, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5129, top5_acc: 0.7533, loss_cls: 2.0763, loss: 2.0763, grad_norm: 4.6180 2020-07-22 17:01:44,396 - mmaction - INFO - Epoch [11][660/940] lr: 1.000e-02, eta: 17:59:27, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7615, loss_cls: 2.0468, loss: 2.0468, grad_norm: 4.5975 2020-07-22 17:01:56,288 - mmaction - INFO - Epoch [11][680/940] lr: 1.000e-02, eta: 17:58:42, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5182, top5_acc: 0.7504, loss_cls: 2.0844, loss: 2.0844, grad_norm: 4.6973 2020-07-22 17:02:08,849 - mmaction - INFO - Epoch [11][700/940] lr: 1.000e-02, eta: 17:58:03, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5193, top5_acc: 0.7691, loss_cls: 2.0272, loss: 2.0272, grad_norm: 4.5930 2020-07-22 17:02:21,342 - mmaction - INFO - Epoch [11][720/940] lr: 1.000e-02, eta: 17:57:23, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5119, top5_acc: 0.7557, loss_cls: 2.1034, loss: 2.1034, grad_norm: 4.6521 2020-07-22 17:02:33,187 - mmaction - INFO - Epoch [11][740/940] lr: 1.000e-02, eta: 17:56:38, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7572, loss_cls: 2.0304, loss: 2.0304, grad_norm: 4.5669 2020-07-22 17:02:45,546 - mmaction - INFO - Epoch [11][760/940] lr: 1.000e-02, eta: 17:55:57, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.5215, top5_acc: 0.7574, loss_cls: 2.0809, loss: 2.0809, grad_norm: 4.6151 2020-07-22 17:02:57,429 - mmaction - INFO - Epoch [11][780/940] lr: 1.000e-02, eta: 17:55:13, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.4980, top5_acc: 0.7488, loss_cls: 2.1414, loss: 2.1414, grad_norm: 4.6820 2020-07-22 17:03:10,240 - mmaction - INFO - Epoch [11][800/940] lr: 1.000e-02, eta: 17:54:37, time: 0.641, data_time: 0.003, memory: 8344, top1_acc: 0.5057, top5_acc: 0.7564, loss_cls: 2.0960, loss: 2.0960, grad_norm: 4.7320 2020-07-22 17:03:21,986 - mmaction - INFO - Epoch [11][820/940] lr: 1.000e-02, eta: 17:53:51, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5090, top5_acc: 0.7463, loss_cls: 2.0959, loss: 2.0959, grad_norm: 4.6499 2020-07-22 17:03:33,808 - mmaction - INFO - Epoch [11][840/940] lr: 1.000e-02, eta: 17:53:07, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5158, top5_acc: 0.7566, loss_cls: 2.0498, loss: 2.0498, grad_norm: 4.5547 2020-07-22 17:03:45,678 - mmaction - INFO - Epoch [11][860/940] lr: 1.000e-02, eta: 17:52:23, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5057, top5_acc: 0.7436, loss_cls: 2.1044, loss: 2.1044, grad_norm: 4.5781 2020-07-22 17:03:57,473 - mmaction - INFO - Epoch [11][880/940] lr: 1.000e-02, eta: 17:51:38, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5135, top5_acc: 0.7627, loss_cls: 2.0465, loss: 2.0465, grad_norm: 4.6345 2020-07-22 17:04:10,130 - mmaction - INFO - Epoch [11][900/940] lr: 1.000e-02, eta: 17:51:01, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5178, top5_acc: 0.7621, loss_cls: 2.0443, loss: 2.0443, grad_norm: 4.6079 2020-07-22 17:04:21,983 - mmaction - INFO - Epoch [11][920/940] lr: 1.000e-02, eta: 17:50:17, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5205, top5_acc: 0.7664, loss_cls: 2.0266, loss: 2.0266, grad_norm: 4.5816 2020-07-22 17:04:33,157 - mmaction - INFO - Epoch [11][940/940] lr: 1.000e-02, eta: 17:49:28, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.5116, top5_acc: 0.7622, loss_cls: 2.0359, loss: 2.0359, grad_norm: 4.7058 2020-07-22 17:07:07,044 - mmaction - INFO - Epoch [12][20/940] lr: 1.000e-02, eta: 18:06:37, time: 7.236, data_time: 6.642, memory: 8344, top1_acc: 0.5143, top5_acc: 0.7594, loss_cls: 2.0825, loss: 2.0825, grad_norm: 4.6154 2020-07-22 17:07:18,786 - mmaction - INFO - Epoch [12][40/940] lr: 1.000e-02, eta: 18:05:51, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5385, top5_acc: 0.7732, loss_cls: 1.9569, loss: 1.9569, grad_norm: 4.5703 2020-07-22 17:07:30,594 - mmaction - INFO - Epoch [12][60/940] lr: 1.000e-02, eta: 18:05:05, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5316, top5_acc: 0.7635, loss_cls: 2.0275, loss: 2.0275, grad_norm: 4.5871 2020-07-22 17:07:42,453 - mmaction - INFO - Epoch [12][80/940] lr: 1.000e-02, eta: 18:04:20, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5320, top5_acc: 0.7635, loss_cls: 2.0101, loss: 2.0101, grad_norm: 4.5674 2020-07-22 17:07:55,011 - mmaction - INFO - Epoch [12][100/940] lr: 1.000e-02, eta: 18:03:40, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5180, top5_acc: 0.7635, loss_cls: 2.0193, loss: 2.0193, grad_norm: 4.6140 2020-07-22 17:08:06,753 - mmaction - INFO - Epoch [12][120/940] lr: 1.000e-02, eta: 18:02:54, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5172, top5_acc: 0.7639, loss_cls: 2.0403, loss: 2.0403, grad_norm: 4.5791 2020-07-22 17:08:18,636 - mmaction - INFO - Epoch [12][140/940] lr: 1.000e-02, eta: 18:02:09, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5271, top5_acc: 0.7684, loss_cls: 2.0287, loss: 2.0287, grad_norm: 4.6500 2020-07-22 17:08:31,417 - mmaction - INFO - Epoch [12][160/940] lr: 1.000e-02, eta: 18:01:32, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5270, top5_acc: 0.7672, loss_cls: 2.0182, loss: 2.0182, grad_norm: 4.6086 2020-07-22 17:08:43,221 - mmaction - INFO - Epoch [12][180/940] lr: 1.000e-02, eta: 18:00:46, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5178, top5_acc: 0.7564, loss_cls: 2.0595, loss: 2.0595, grad_norm: 4.6262 2020-07-22 17:08:55,628 - mmaction - INFO - Epoch [12][200/940] lr: 1.000e-02, eta: 18:00:06, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5090, top5_acc: 0.7461, loss_cls: 2.1092, loss: 2.1092, grad_norm: 4.7489 2020-07-22 17:09:07,520 - mmaction - INFO - Epoch [12][220/940] lr: 1.000e-02, eta: 17:59:22, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5215, top5_acc: 0.7582, loss_cls: 2.0430, loss: 2.0430, grad_norm: 4.6121 2020-07-22 17:09:19,994 - mmaction - INFO - Epoch [12][240/940] lr: 1.000e-02, eta: 17:58:42, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5311, top5_acc: 0.7594, loss_cls: 2.0356, loss: 2.0356, grad_norm: 4.5833 2020-07-22 17:09:32,384 - mmaction - INFO - Epoch [12][260/940] lr: 1.000e-02, eta: 17:58:02, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5285, top5_acc: 0.7584, loss_cls: 2.0245, loss: 2.0245, grad_norm: 4.5883 2020-07-22 17:09:44,275 - mmaction - INFO - Epoch [12][280/940] lr: 1.000e-02, eta: 17:57:18, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5264, top5_acc: 0.7631, loss_cls: 2.0481, loss: 2.0481, grad_norm: 4.6723 2020-07-22 17:09:56,339 - mmaction - INFO - Epoch [12][300/940] lr: 1.000e-02, eta: 17:56:36, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5291, top5_acc: 0.7604, loss_cls: 2.0156, loss: 2.0156, grad_norm: 4.6372 2020-07-22 17:10:08,169 - mmaction - INFO - Epoch [12][320/940] lr: 1.000e-02, eta: 17:55:51, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.5143, top5_acc: 0.7605, loss_cls: 2.0565, loss: 2.0565, grad_norm: 4.6518 2020-07-22 17:10:20,507 - mmaction - INFO - Epoch [12][340/940] lr: 1.000e-02, eta: 17:55:11, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.5174, top5_acc: 0.7682, loss_cls: 2.0444, loss: 2.0444, grad_norm: 4.7068 2020-07-22 17:10:33,001 - mmaction - INFO - Epoch [12][360/940] lr: 1.000e-02, eta: 17:54:33, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5219, top5_acc: 0.7566, loss_cls: 2.0344, loss: 2.0344, grad_norm: 4.5796 2020-07-22 17:10:44,878 - mmaction - INFO - Epoch [12][380/940] lr: 1.000e-02, eta: 17:53:49, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5176, top5_acc: 0.7506, loss_cls: 2.0872, loss: 2.0872, grad_norm: 4.6694 2020-07-22 17:10:56,683 - mmaction - INFO - Epoch [12][400/940] lr: 1.000e-02, eta: 17:53:05, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0217, loss: 2.0217, grad_norm: 4.5753 2020-07-22 17:11:09,187 - mmaction - INFO - Epoch [12][420/940] lr: 1.000e-02, eta: 17:52:27, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5107, top5_acc: 0.7486, loss_cls: 2.0759, loss: 2.0759, grad_norm: 4.6598 2020-07-22 17:11:21,036 - mmaction - INFO - Epoch [12][440/940] lr: 1.000e-02, eta: 17:51:44, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5248, top5_acc: 0.7572, loss_cls: 2.0515, loss: 2.0515, grad_norm: 4.6434 2020-07-22 17:11:33,259 - mmaction - INFO - Epoch [12][460/940] lr: 1.000e-02, eta: 17:51:03, time: 0.611, data_time: 0.003, memory: 8344, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.0408, loss: 2.0408, grad_norm: 4.5940 2020-07-22 17:11:45,088 - mmaction - INFO - Epoch [12][480/940] lr: 1.000e-02, eta: 17:50:20, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5291, top5_acc: 0.7598, loss_cls: 2.0180, loss: 2.0180, grad_norm: 4.5642 2020-07-22 17:11:56,889 - mmaction - INFO - Epoch [12][500/940] lr: 1.000e-02, eta: 17:49:37, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5303, top5_acc: 0.7588, loss_cls: 2.0451, loss: 2.0451, grad_norm: 4.6347 2020-07-22 17:12:08,870 - mmaction - INFO - Epoch [12][520/940] lr: 1.000e-02, eta: 17:48:55, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5307, top5_acc: 0.7582, loss_cls: 2.0194, loss: 2.0194, grad_norm: 4.5996 2020-07-22 17:12:20,808 - mmaction - INFO - Epoch [12][540/940] lr: 1.000e-02, eta: 17:48:12, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5197, top5_acc: 0.7633, loss_cls: 2.0338, loss: 2.0338, grad_norm: 4.5346 2020-07-22 17:12:33,356 - mmaction - INFO - Epoch [12][560/940] lr: 1.000e-02, eta: 17:47:35, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7598, loss_cls: 2.0300, loss: 2.0300, grad_norm: 4.6175 2020-07-22 17:12:45,478 - mmaction - INFO - Epoch [12][580/940] lr: 1.000e-02, eta: 17:46:55, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.5287, top5_acc: 0.7703, loss_cls: 1.9866, loss: 1.9866, grad_norm: 4.5787 2020-07-22 17:12:57,957 - mmaction - INFO - Epoch [12][600/940] lr: 1.000e-02, eta: 17:46:17, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5154, top5_acc: 0.7596, loss_cls: 2.0612, loss: 2.0612, grad_norm: 4.6829 2020-07-22 17:13:10,036 - mmaction - INFO - Epoch [12][620/940] lr: 1.000e-02, eta: 17:45:36, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5145, top5_acc: 0.7529, loss_cls: 2.0635, loss: 2.0635, grad_norm: 4.6663 2020-07-22 17:13:22,468 - mmaction - INFO - Epoch [12][640/940] lr: 1.000e-02, eta: 17:44:59, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5092, top5_acc: 0.7533, loss_cls: 2.0970, loss: 2.0970, grad_norm: 4.7399 2020-07-22 17:13:35,103 - mmaction - INFO - Epoch [12][660/940] lr: 1.000e-02, eta: 17:44:22, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.5172, top5_acc: 0.7631, loss_cls: 2.0429, loss: 2.0429, grad_norm: 4.6635 2020-07-22 17:13:47,469 - mmaction - INFO - Epoch [12][680/940] lr: 1.000e-02, eta: 17:43:44, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5164, top5_acc: 0.7619, loss_cls: 2.0709, loss: 2.0709, grad_norm: 4.6495 2020-07-22 17:14:00,176 - mmaction - INFO - Epoch [12][700/940] lr: 1.000e-02, eta: 17:43:09, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.5121, top5_acc: 0.7578, loss_cls: 2.0630, loss: 2.0630, grad_norm: 4.6624 2020-07-22 17:14:13,957 - mmaction - INFO - Epoch [12][720/940] lr: 1.000e-02, eta: 17:42:41, time: 0.689, data_time: 0.033, memory: 8344, top1_acc: 0.5113, top5_acc: 0.7504, loss_cls: 2.1100, loss: 2.1100, grad_norm: 4.7978 2020-07-22 17:14:25,797 - mmaction - INFO - Epoch [12][740/940] lr: 1.000e-02, eta: 17:41:59, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5105, top5_acc: 0.7533, loss_cls: 2.0706, loss: 2.0706, grad_norm: 4.6730 2020-07-22 17:14:37,758 - mmaction - INFO - Epoch [12][760/940] lr: 1.000e-02, eta: 17:41:19, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5105, top5_acc: 0.7574, loss_cls: 2.0458, loss: 2.0458, grad_norm: 4.5665 2020-07-22 17:14:49,583 - mmaction - INFO - Epoch [12][780/940] lr: 1.000e-02, eta: 17:40:37, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5207, top5_acc: 0.7506, loss_cls: 2.1087, loss: 2.1087, grad_norm: 4.6463 2020-07-22 17:15:01,583 - mmaction - INFO - Epoch [12][800/940] lr: 1.000e-02, eta: 17:39:57, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.5166, top5_acc: 0.7590, loss_cls: 2.0711, loss: 2.0711, grad_norm: 4.6147 2020-07-22 17:15:13,475 - mmaction - INFO - Epoch [12][820/940] lr: 1.000e-02, eta: 17:39:16, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0299, loss: 2.0299, grad_norm: 4.5523 2020-07-22 17:15:26,155 - mmaction - INFO - Epoch [12][840/940] lr: 1.000e-02, eta: 17:38:40, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5242, top5_acc: 0.7607, loss_cls: 2.0432, loss: 2.0432, grad_norm: 4.5976 2020-07-22 17:15:37,929 - mmaction - INFO - Epoch [12][860/940] lr: 1.000e-02, eta: 17:37:59, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5324, top5_acc: 0.7594, loss_cls: 2.0041, loss: 2.0041, grad_norm: 4.5034 2020-07-22 17:15:49,754 - mmaction - INFO - Epoch [12][880/940] lr: 1.000e-02, eta: 17:37:18, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5236, top5_acc: 0.7566, loss_cls: 2.0491, loss: 2.0491, grad_norm: 4.6301 2020-07-22 17:16:01,746 - mmaction - INFO - Epoch [12][900/940] lr: 1.000e-02, eta: 17:36:38, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5205, top5_acc: 0.7594, loss_cls: 2.0528, loss: 2.0528, grad_norm: 4.6074 2020-07-22 17:16:13,488 - mmaction - INFO - Epoch [12][920/940] lr: 1.000e-02, eta: 17:35:56, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5189, top5_acc: 0.7625, loss_cls: 2.0265, loss: 2.0265, grad_norm: 4.6013 2020-07-22 17:16:25,391 - mmaction - INFO - Epoch [12][940/940] lr: 1.000e-02, eta: 17:35:15, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5118, top5_acc: 0.7506, loss_cls: 2.0804, loss: 2.0804, grad_norm: 4.7319 2020-07-22 17:18:34,782 - mmaction - INFO - Epoch [13][20/940] lr: 1.000e-02, eta: 17:48:19, time: 6.226, data_time: 5.564, memory: 8344, top1_acc: 0.5385, top5_acc: 0.7637, loss_cls: 1.9893, loss: 1.9893, grad_norm: 4.5970 2020-07-22 17:18:46,609 - mmaction - INFO - Epoch [13][40/940] lr: 1.000e-02, eta: 17:47:37, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0114, loss: 2.0114, grad_norm: 4.5777 2020-07-22 17:18:59,026 - mmaction - INFO - Epoch [13][60/940] lr: 1.000e-02, eta: 17:46:59, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5229, top5_acc: 0.7582, loss_cls: 2.0276, loss: 2.0276, grad_norm: 4.5819 2020-07-22 17:19:11,485 - mmaction - INFO - Epoch [13][80/940] lr: 1.000e-02, eta: 17:46:21, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5348, top5_acc: 0.7590, loss_cls: 2.0129, loss: 2.0129, grad_norm: 4.5861 2020-07-22 17:19:23,370 - mmaction - INFO - Epoch [13][100/940] lr: 1.000e-02, eta: 17:45:40, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5219, top5_acc: 0.7713, loss_cls: 1.9743, loss: 1.9743, grad_norm: 4.5283 2020-07-22 17:19:35,795 - mmaction - INFO - Epoch [13][120/940] lr: 1.000e-02, eta: 17:45:02, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5369, top5_acc: 0.7744, loss_cls: 1.9651, loss: 1.9651, grad_norm: 4.5550 2020-07-22 17:19:47,639 - mmaction - INFO - Epoch [13][140/940] lr: 1.000e-02, eta: 17:44:20, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5371, top5_acc: 0.7781, loss_cls: 1.9684, loss: 1.9684, grad_norm: 4.6596 2020-07-22 17:19:59,499 - mmaction - INFO - Epoch [13][160/940] lr: 1.000e-02, eta: 17:43:39, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5301, top5_acc: 0.7695, loss_cls: 1.9910, loss: 1.9910, grad_norm: 4.6391 2020-07-22 17:20:11,630 - mmaction - INFO - Epoch [13][180/940] lr: 1.000e-02, eta: 17:42:59, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5264, top5_acc: 0.7693, loss_cls: 2.0094, loss: 2.0094, grad_norm: 4.6088 2020-07-22 17:20:23,952 - mmaction - INFO - Epoch [13][200/940] lr: 1.000e-02, eta: 17:42:21, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.5260, top5_acc: 0.7568, loss_cls: 2.0334, loss: 2.0334, grad_norm: 4.6505 2020-07-22 17:20:36,471 - mmaction - INFO - Epoch [13][220/940] lr: 1.000e-02, eta: 17:41:45, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 2.0187, loss: 2.0187, grad_norm: 4.5966 2020-07-22 17:20:49,177 - mmaction - INFO - Epoch [13][240/940] lr: 1.000e-02, eta: 17:41:10, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5170, top5_acc: 0.7555, loss_cls: 2.0501, loss: 2.0501, grad_norm: 4.6312 2020-07-22 17:21:01,132 - mmaction - INFO - Epoch [13][260/940] lr: 1.000e-02, eta: 17:40:29, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5303, top5_acc: 0.7693, loss_cls: 2.0162, loss: 2.0162, grad_norm: 4.6681 2020-07-22 17:21:12,989 - mmaction - INFO - Epoch [13][280/940] lr: 1.000e-02, eta: 17:39:49, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5330, top5_acc: 0.7732, loss_cls: 1.9633, loss: 1.9633, grad_norm: 4.5606 2020-07-22 17:21:24,866 - mmaction - INFO - Epoch [13][300/940] lr: 1.000e-02, eta: 17:39:08, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5285, top5_acc: 0.7660, loss_cls: 2.0303, loss: 2.0303, grad_norm: 4.7075 2020-07-22 17:21:37,462 - mmaction - INFO - Epoch [13][320/940] lr: 1.000e-02, eta: 17:38:32, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5246, top5_acc: 0.7586, loss_cls: 2.0383, loss: 2.0383, grad_norm: 4.7004 2020-07-22 17:21:49,333 - mmaction - INFO - Epoch [13][340/940] lr: 1.000e-02, eta: 17:37:52, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5273, top5_acc: 0.7619, loss_cls: 2.0249, loss: 2.0249, grad_norm: 4.7152 2020-07-22 17:22:01,228 - mmaction - INFO - Epoch [13][360/940] lr: 1.000e-02, eta: 17:37:12, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5279, top5_acc: 0.7592, loss_cls: 2.0540, loss: 2.0540, grad_norm: 4.6806 2020-07-22 17:22:13,106 - mmaction - INFO - Epoch [13][380/940] lr: 1.000e-02, eta: 17:36:31, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5326, top5_acc: 0.7611, loss_cls: 2.0312, loss: 2.0312, grad_norm: 4.5318 2020-07-22 17:22:24,884 - mmaction - INFO - Epoch [13][400/940] lr: 1.000e-02, eta: 17:35:50, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5229, top5_acc: 0.7711, loss_cls: 2.0117, loss: 2.0117, grad_norm: 4.5730 2020-07-22 17:22:36,742 - mmaction - INFO - Epoch [13][420/940] lr: 1.000e-02, eta: 17:35:10, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5430, top5_acc: 0.7689, loss_cls: 1.9626, loss: 1.9626, grad_norm: 4.5862 2020-07-22 17:22:49,284 - mmaction - INFO - Epoch [13][440/940] lr: 1.000e-02, eta: 17:34:35, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5359, top5_acc: 0.7627, loss_cls: 2.0129, loss: 2.0129, grad_norm: 4.6249 2020-07-22 17:23:01,651 - mmaction - INFO - Epoch [13][460/940] lr: 1.000e-02, eta: 17:33:58, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5260, top5_acc: 0.7643, loss_cls: 2.0219, loss: 2.0219, grad_norm: 4.6262 2020-07-22 17:23:13,418 - mmaction - INFO - Epoch [13][480/940] lr: 1.000e-02, eta: 17:33:18, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5320, top5_acc: 0.7604, loss_cls: 2.0324, loss: 2.0324, grad_norm: 4.6427 2020-07-22 17:23:25,207 - mmaction - INFO - Epoch [13][500/940] lr: 1.000e-02, eta: 17:32:37, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5232, top5_acc: 0.7682, loss_cls: 2.0066, loss: 2.0066, grad_norm: 4.6455 2020-07-22 17:23:37,008 - mmaction - INFO - Epoch [13][520/940] lr: 1.000e-02, eta: 17:31:57, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5176, top5_acc: 0.7600, loss_cls: 2.0301, loss: 2.0301, grad_norm: 4.7119 2020-07-22 17:23:48,890 - mmaction - INFO - Epoch [13][540/940] lr: 1.000e-02, eta: 17:31:17, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5273, top5_acc: 0.7684, loss_cls: 1.9967, loss: 1.9967, grad_norm: 4.6021 2020-07-22 17:24:01,287 - mmaction - INFO - Epoch [13][560/940] lr: 1.000e-02, eta: 17:30:42, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5098, top5_acc: 0.7547, loss_cls: 2.1092, loss: 2.1092, grad_norm: 4.7413 2020-07-22 17:24:13,232 - mmaction - INFO - Epoch [13][580/940] lr: 1.000e-02, eta: 17:30:03, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.5244, top5_acc: 0.7686, loss_cls: 2.0182, loss: 2.0182, grad_norm: 4.5909 2020-07-22 17:24:24,996 - mmaction - INFO - Epoch [13][600/940] lr: 1.000e-02, eta: 17:29:23, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5240, top5_acc: 0.7658, loss_cls: 2.0487, loss: 2.0487, grad_norm: 4.7062 2020-07-22 17:24:36,898 - mmaction - INFO - Epoch [13][620/940] lr: 1.000e-02, eta: 17:28:44, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5088, top5_acc: 0.7521, loss_cls: 2.0817, loss: 2.0817, grad_norm: 4.7555 2020-07-22 17:24:48,645 - mmaction - INFO - Epoch [13][640/940] lr: 1.000e-02, eta: 17:28:04, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5311, top5_acc: 0.7734, loss_cls: 1.9847, loss: 1.9847, grad_norm: 4.6073 2020-07-22 17:25:00,458 - mmaction - INFO - Epoch [13][660/940] lr: 1.000e-02, eta: 17:27:24, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0224, loss: 2.0224, grad_norm: 4.6419 2020-07-22 17:25:12,279 - mmaction - INFO - Epoch [13][680/940] lr: 1.000e-02, eta: 17:26:45, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5260, top5_acc: 0.7541, loss_cls: 2.0721, loss: 2.0721, grad_norm: 4.7356 2020-07-22 17:25:24,143 - mmaction - INFO - Epoch [13][700/940] lr: 1.000e-02, eta: 17:26:06, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5264, top5_acc: 0.7627, loss_cls: 2.0358, loss: 2.0358, grad_norm: 4.5975 2020-07-22 17:25:36,803 - mmaction - INFO - Epoch [13][720/940] lr: 1.000e-02, eta: 17:25:33, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.5197, top5_acc: 0.7562, loss_cls: 2.0594, loss: 2.0594, grad_norm: 4.6543 2020-07-22 17:25:49,257 - mmaction - INFO - Epoch [13][740/940] lr: 1.000e-02, eta: 17:24:58, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.5275, top5_acc: 0.7648, loss_cls: 2.0186, loss: 2.0186, grad_norm: 4.5807 2020-07-22 17:26:01,962 - mmaction - INFO - Epoch [13][760/940] lr: 1.000e-02, eta: 17:24:25, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.5191, top5_acc: 0.7607, loss_cls: 2.0450, loss: 2.0450, grad_norm: 4.7519 2020-07-22 17:26:13,813 - mmaction - INFO - Epoch [13][780/940] lr: 1.000e-02, eta: 17:23:46, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5180, top5_acc: 0.7605, loss_cls: 2.0500, loss: 2.0500, grad_norm: 4.7126 2020-07-22 17:26:25,674 - mmaction - INFO - Epoch [13][800/940] lr: 1.000e-02, eta: 17:23:08, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5340, top5_acc: 0.7670, loss_cls: 1.9920, loss: 1.9920, grad_norm: 4.6335 2020-07-22 17:26:37,606 - mmaction - INFO - Epoch [13][820/940] lr: 1.000e-02, eta: 17:22:30, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 2.0000, loss: 2.0000, grad_norm: 4.6452 2020-07-22 17:26:49,415 - mmaction - INFO - Epoch [13][840/940] lr: 1.000e-02, eta: 17:21:51, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5203, top5_acc: 0.7545, loss_cls: 2.0710, loss: 2.0710, grad_norm: 4.6391 2020-07-22 17:27:01,903 - mmaction - INFO - Epoch [13][860/940] lr: 1.000e-02, eta: 17:21:17, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5340, top5_acc: 0.7631, loss_cls: 2.0126, loss: 2.0126, grad_norm: 4.5997 2020-07-22 17:27:14,697 - mmaction - INFO - Epoch [13][880/940] lr: 1.000e-02, eta: 17:20:45, time: 0.640, data_time: 0.049, memory: 8344, top1_acc: 0.5227, top5_acc: 0.7574, loss_cls: 2.0592, loss: 2.0592, grad_norm: 4.6585 2020-07-22 17:27:26,482 - mmaction - INFO - Epoch [13][900/940] lr: 1.000e-02, eta: 17:20:07, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.0982, loss: 2.0982, grad_norm: 4.7085 2020-07-22 17:27:38,223 - mmaction - INFO - Epoch [13][920/940] lr: 1.000e-02, eta: 17:19:28, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5262, top5_acc: 0.7607, loss_cls: 2.0296, loss: 2.0296, grad_norm: 4.6270 2020-07-22 17:27:49,460 - mmaction - INFO - Epoch [13][940/940] lr: 1.000e-02, eta: 17:18:46, time: 0.562, data_time: 0.001, memory: 8344, top1_acc: 0.5283, top5_acc: 0.7593, loss_cls: 2.0321, loss: 2.0321, grad_norm: 4.6582 2020-07-22 17:30:18,643 - mmaction - INFO - Epoch [14][20/940] lr: 1.000e-02, eta: 17:32:52, time: 7.208, data_time: 6.501, memory: 8344, top1_acc: 0.5225, top5_acc: 0.7645, loss_cls: 2.0239, loss: 2.0239, grad_norm: 4.6108 2020-07-22 17:30:31,014 - mmaction - INFO - Epoch [14][40/940] lr: 1.000e-02, eta: 17:32:16, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.5221, top5_acc: 0.7680, loss_cls: 2.0083, loss: 2.0083, grad_norm: 4.6705 2020-07-22 17:30:43,561 - mmaction - INFO - Epoch [14][60/940] lr: 1.000e-02, eta: 17:31:41, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5240, top5_acc: 0.7699, loss_cls: 1.9860, loss: 1.9860, grad_norm: 4.6076 2020-07-22 17:30:55,270 - mmaction - INFO - Epoch [14][80/940] lr: 1.000e-02, eta: 17:31:01, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5377, top5_acc: 0.7688, loss_cls: 1.9943, loss: 1.9943, grad_norm: 4.6185 2020-07-22 17:31:07,067 - mmaction - INFO - Epoch [14][100/940] lr: 1.000e-02, eta: 17:30:21, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5418, top5_acc: 0.7811, loss_cls: 1.9146, loss: 1.9146, grad_norm: 4.6489 2020-07-22 17:31:19,585 - mmaction - INFO - Epoch [14][120/940] lr: 1.000e-02, eta: 17:29:47, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5301, top5_acc: 0.7723, loss_cls: 1.9762, loss: 1.9762, grad_norm: 4.6436 2020-07-22 17:31:32,057 - mmaction - INFO - Epoch [14][140/940] lr: 1.000e-02, eta: 17:29:12, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.5328, top5_acc: 0.7725, loss_cls: 1.9687, loss: 1.9687, grad_norm: 4.5435 2020-07-22 17:31:43,941 - mmaction - INFO - Epoch [14][160/940] lr: 1.000e-02, eta: 17:28:33, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5428, top5_acc: 0.7777, loss_cls: 1.9190, loss: 1.9190, grad_norm: 4.5780 2020-07-22 17:31:56,607 - mmaction - INFO - Epoch [14][180/940] lr: 1.000e-02, eta: 17:27:59, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5328, top5_acc: 0.7779, loss_cls: 1.9645, loss: 1.9645, grad_norm: 4.5828 2020-07-22 17:32:08,961 - mmaction - INFO - Epoch [14][200/940] lr: 1.000e-02, eta: 17:27:24, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5373, top5_acc: 0.7787, loss_cls: 1.9278, loss: 1.9278, grad_norm: 4.5861 2020-07-22 17:32:21,491 - mmaction - INFO - Epoch [14][220/940] lr: 1.000e-02, eta: 17:26:50, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5330, top5_acc: 0.7746, loss_cls: 1.9675, loss: 1.9675, grad_norm: 4.5892 2020-07-22 17:32:33,351 - mmaction - INFO - Epoch [14][240/940] lr: 1.000e-02, eta: 17:26:11, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5324, top5_acc: 0.7754, loss_cls: 1.9590, loss: 1.9590, grad_norm: 4.5477 2020-07-22 17:32:45,250 - mmaction - INFO - Epoch [14][260/940] lr: 1.000e-02, eta: 17:25:33, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5215, top5_acc: 0.7643, loss_cls: 2.0169, loss: 2.0169, grad_norm: 4.6453 2020-07-22 17:32:57,143 - mmaction - INFO - Epoch [14][280/940] lr: 1.000e-02, eta: 17:24:55, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5346, top5_acc: 0.7682, loss_cls: 1.9754, loss: 1.9754, grad_norm: 4.5349 2020-07-22 17:33:08,968 - mmaction - INFO - Epoch [14][300/940] lr: 1.000e-02, eta: 17:24:16, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5166, top5_acc: 0.7580, loss_cls: 2.0707, loss: 2.0707, grad_norm: 4.7153 2020-07-22 17:33:21,375 - mmaction - INFO - Epoch [14][320/940] lr: 1.000e-02, eta: 17:23:41, time: 0.621, data_time: 0.004, memory: 8344, top1_acc: 0.5297, top5_acc: 0.7631, loss_cls: 2.0257, loss: 2.0257, grad_norm: 4.6300 2020-07-22 17:33:33,225 - mmaction - INFO - Epoch [14][340/940] lr: 1.000e-02, eta: 17:23:03, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5287, top5_acc: 0.7732, loss_cls: 1.9731, loss: 1.9731, grad_norm: 4.5827 2020-07-22 17:33:45,161 - mmaction - INFO - Epoch [14][360/940] lr: 1.000e-02, eta: 17:22:26, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5348, top5_acc: 0.7732, loss_cls: 1.9700, loss: 1.9700, grad_norm: 4.5691 2020-07-22 17:33:57,573 - mmaction - INFO - Epoch [14][380/940] lr: 1.000e-02, eta: 17:21:51, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5299, top5_acc: 0.7705, loss_cls: 1.9781, loss: 1.9781, grad_norm: 4.5984 2020-07-22 17:34:10,533 - mmaction - INFO - Epoch [14][400/940] lr: 1.000e-02, eta: 17:21:20, time: 0.646, data_time: 0.001, memory: 8344, top1_acc: 0.5240, top5_acc: 0.7668, loss_cls: 2.0092, loss: 2.0092, grad_norm: 4.6263 2020-07-22 17:34:22,999 - mmaction - INFO - Epoch [14][420/940] lr: 1.000e-02, eta: 17:20:46, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.5275, top5_acc: 0.7639, loss_cls: 2.0226, loss: 2.0226, grad_norm: 4.6865 2020-07-22 17:34:34,823 - mmaction - INFO - Epoch [14][440/940] lr: 1.000e-02, eta: 17:20:08, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5162, top5_acc: 0.7482, loss_cls: 2.0880, loss: 2.0880, grad_norm: 4.7309 2020-07-22 17:34:48,502 - mmaction - INFO - Epoch [14][460/940] lr: 1.000e-02, eta: 17:19:42, time: 0.683, data_time: 0.001, memory: 8344, top1_acc: 0.5244, top5_acc: 0.7615, loss_cls: 2.0318, loss: 2.0318, grad_norm: 4.6728 2020-07-22 17:35:00,337 - mmaction - INFO - Epoch [14][480/940] lr: 1.000e-02, eta: 17:19:05, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5396, top5_acc: 0.7746, loss_cls: 1.9360, loss: 1.9360, grad_norm: 4.5544 2020-07-22 17:35:13,567 - mmaction - INFO - Epoch [14][500/940] lr: 1.000e-02, eta: 17:18:36, time: 0.662, data_time: 0.002, memory: 8344, top1_acc: 0.5320, top5_acc: 0.7693, loss_cls: 1.9894, loss: 1.9894, grad_norm: 4.6513 2020-07-22 17:35:25,526 - mmaction - INFO - Epoch [14][520/940] lr: 1.000e-02, eta: 17:17:59, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.5404, top5_acc: 0.7738, loss_cls: 1.9725, loss: 1.9725, grad_norm: 4.5714 2020-07-22 17:35:37,523 - mmaction - INFO - Epoch [14][540/940] lr: 1.000e-02, eta: 17:17:22, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.5217, top5_acc: 0.7572, loss_cls: 2.0626, loss: 2.0626, grad_norm: 4.7077 2020-07-22 17:35:50,184 - mmaction - INFO - Epoch [14][560/940] lr: 1.000e-02, eta: 17:16:50, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.5174, top5_acc: 0.7662, loss_cls: 2.0355, loss: 2.0355, grad_norm: 4.6801 2020-07-22 17:36:02,753 - mmaction - INFO - Epoch [14][580/940] lr: 1.000e-02, eta: 17:16:17, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5281, top5_acc: 0.7742, loss_cls: 1.9950, loss: 1.9950, grad_norm: 4.5826 2020-07-22 17:36:15,362 - mmaction - INFO - Epoch [14][600/940] lr: 1.000e-02, eta: 17:15:45, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5359, top5_acc: 0.7699, loss_cls: 1.9944, loss: 1.9944, grad_norm: 4.6696 2020-07-22 17:36:27,134 - mmaction - INFO - Epoch [14][620/940] lr: 1.000e-02, eta: 17:15:07, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5223, top5_acc: 0.7596, loss_cls: 2.0123, loss: 2.0123, grad_norm: 4.6401 2020-07-22 17:36:39,721 - mmaction - INFO - Epoch [14][640/940] lr: 1.000e-02, eta: 17:14:35, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5281, top5_acc: 0.7658, loss_cls: 2.0014, loss: 2.0014, grad_norm: 4.6766 2020-07-22 17:36:51,512 - mmaction - INFO - Epoch [14][660/940] lr: 1.000e-02, eta: 17:13:57, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5246, top5_acc: 0.7586, loss_cls: 2.0331, loss: 2.0331, grad_norm: 4.7128 2020-07-22 17:37:03,848 - mmaction - INFO - Epoch [14][680/940] lr: 1.000e-02, eta: 17:13:23, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.5324, top5_acc: 0.7756, loss_cls: 2.0072, loss: 2.0072, grad_norm: 4.6939 2020-07-22 17:37:15,763 - mmaction - INFO - Epoch [14][700/940] lr: 1.000e-02, eta: 17:12:47, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5396, top5_acc: 0.7604, loss_cls: 2.0125, loss: 2.0125, grad_norm: 4.5745 2020-07-22 17:37:27,935 - mmaction - INFO - Epoch [14][720/940] lr: 1.000e-02, eta: 17:12:09, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5289, top5_acc: 0.7674, loss_cls: 2.0079, loss: 2.0079, grad_norm: 4.6108 2020-07-22 17:37:40,838 - mmaction - INFO - Epoch [14][740/940] lr: 1.000e-02, eta: 17:11:42, time: 0.667, data_time: 0.067, memory: 8344, top1_acc: 0.5303, top5_acc: 0.7631, loss_cls: 2.0049, loss: 2.0049, grad_norm: 4.6334 2020-07-22 17:37:53,608 - mmaction - INFO - Epoch [14][760/940] lr: 1.000e-02, eta: 17:11:11, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5258, top5_acc: 0.7662, loss_cls: 2.0284, loss: 2.0284, grad_norm: 4.6299 2020-07-22 17:38:05,379 - mmaction - INFO - Epoch [14][780/940] lr: 1.000e-02, eta: 17:10:34, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5230, top5_acc: 0.7621, loss_cls: 2.0198, loss: 2.0198, grad_norm: 4.5971 2020-07-22 17:38:17,806 - mmaction - INFO - Epoch [14][800/940] lr: 1.000e-02, eta: 17:10:01, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5238, top5_acc: 0.7605, loss_cls: 2.0114, loss: 2.0114, grad_norm: 4.6260 2020-07-22 17:38:30,152 - mmaction - INFO - Epoch [14][820/940] lr: 1.000e-02, eta: 17:09:28, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.5072, top5_acc: 0.7496, loss_cls: 2.0781, loss: 2.0781, grad_norm: 4.7232 2020-07-22 17:38:41,941 - mmaction - INFO - Epoch [14][840/940] lr: 1.000e-02, eta: 17:08:51, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5342, top5_acc: 0.7754, loss_cls: 1.9738, loss: 1.9738, grad_norm: 4.6499 2020-07-22 17:38:53,727 - mmaction - INFO - Epoch [14][860/940] lr: 1.000e-02, eta: 17:08:14, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5199, top5_acc: 0.7619, loss_cls: 2.0248, loss: 2.0248, grad_norm: 4.6164 2020-07-22 17:39:05,454 - mmaction - INFO - Epoch [14][880/940] lr: 1.000e-02, eta: 17:07:37, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5273, top5_acc: 0.7598, loss_cls: 2.0232, loss: 2.0232, grad_norm: 4.6451 2020-07-22 17:39:17,344 - mmaction - INFO - Epoch [14][900/940] lr: 1.000e-02, eta: 17:07:01, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5162, top5_acc: 0.7553, loss_cls: 2.0562, loss: 2.0562, grad_norm: 4.6946 2020-07-22 17:39:29,241 - mmaction - INFO - Epoch [14][920/940] lr: 1.000e-02, eta: 17:06:26, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5176, top5_acc: 0.7527, loss_cls: 2.0707, loss: 2.0707, grad_norm: 4.6601 2020-07-22 17:39:40,503 - mmaction - INFO - Epoch [14][940/940] lr: 1.000e-02, eta: 17:05:46, time: 0.564, data_time: 0.002, memory: 8344, top1_acc: 0.5272, top5_acc: 0.7652, loss_cls: 2.0245, loss: 2.0245, grad_norm: 4.6586 2020-07-22 17:42:52,440 - mmaction - INFO - Epoch [15][20/940] lr: 1.000e-02, eta: 17:22:22, time: 9.009, data_time: 8.280, memory: 8344, top1_acc: 0.5312, top5_acc: 0.7729, loss_cls: 1.9786, loss: 1.9786, grad_norm: 4.6316 2020-07-22 17:43:04,108 - mmaction - INFO - Epoch [15][40/940] lr: 1.000e-02, eta: 17:21:44, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.5309, top5_acc: 0.7709, loss_cls: 1.9762, loss: 1.9762, grad_norm: 4.6130 2020-07-22 17:43:16,656 - mmaction - INFO - Epoch [15][60/940] lr: 1.000e-02, eta: 17:21:10, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5432, top5_acc: 0.7746, loss_cls: 1.9502, loss: 1.9502, grad_norm: 4.4929 2020-07-22 17:43:29,158 - mmaction - INFO - Epoch [15][80/940] lr: 1.000e-02, eta: 17:20:37, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5305, top5_acc: 0.7697, loss_cls: 1.9663, loss: 1.9663, grad_norm: 4.6445 2020-07-22 17:43:41,025 - mmaction - INFO - Epoch [15][100/940] lr: 1.000e-02, eta: 17:19:59, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5420, top5_acc: 0.7855, loss_cls: 1.9227, loss: 1.9227, grad_norm: 4.5290 2020-07-22 17:43:53,640 - mmaction - INFO - Epoch [15][120/940] lr: 1.000e-02, eta: 17:19:27, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5404, top5_acc: 0.7713, loss_cls: 1.9558, loss: 1.9558, grad_norm: 4.5816 2020-07-22 17:44:05,992 - mmaction - INFO - Epoch [15][140/940] lr: 1.000e-02, eta: 17:18:52, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5369, top5_acc: 0.7705, loss_cls: 1.9704, loss: 1.9704, grad_norm: 4.5805 2020-07-22 17:44:17,807 - mmaction - INFO - Epoch [15][160/940] lr: 1.000e-02, eta: 17:18:15, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5395, top5_acc: 0.7666, loss_cls: 1.9714, loss: 1.9714, grad_norm: 4.6617 2020-07-22 17:44:29,648 - mmaction - INFO - Epoch [15][180/940] lr: 1.000e-02, eta: 17:17:38, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5395, top5_acc: 0.7725, loss_cls: 1.9814, loss: 1.9814, grad_norm: 4.6283 2020-07-22 17:44:42,256 - mmaction - INFO - Epoch [15][200/940] lr: 1.000e-02, eta: 17:17:05, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5352, top5_acc: 0.7598, loss_cls: 2.0032, loss: 2.0032, grad_norm: 4.6267 2020-07-22 17:44:54,876 - mmaction - INFO - Epoch [15][220/940] lr: 1.000e-02, eta: 17:16:33, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5133, top5_acc: 0.7633, loss_cls: 2.0316, loss: 2.0316, grad_norm: 4.7723 2020-07-22 17:45:07,525 - mmaction - INFO - Epoch [15][240/940] lr: 1.000e-02, eta: 17:16:01, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5219, top5_acc: 0.7703, loss_cls: 2.0154, loss: 2.0154, grad_norm: 4.7395 2020-07-22 17:45:19,568 - mmaction - INFO - Epoch [15][260/940] lr: 1.000e-02, eta: 17:15:25, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5266, top5_acc: 0.7732, loss_cls: 1.9738, loss: 1.9738, grad_norm: 4.6745 2020-07-22 17:45:32,082 - mmaction - INFO - Epoch [15][280/940] lr: 1.000e-02, eta: 17:14:52, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7740, loss_cls: 1.9563, loss: 1.9563, grad_norm: 4.6214 2020-07-22 17:45:44,610 - mmaction - INFO - Epoch [15][300/940] lr: 1.000e-02, eta: 17:14:19, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5344, top5_acc: 0.7705, loss_cls: 1.9931, loss: 1.9931, grad_norm: 4.6561 2020-07-22 17:45:56,475 - mmaction - INFO - Epoch [15][320/940] lr: 1.000e-02, eta: 17:13:43, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5342, top5_acc: 0.7684, loss_cls: 1.9726, loss: 1.9726, grad_norm: 4.6292 2020-07-22 17:46:08,959 - mmaction - INFO - Epoch [15][340/940] lr: 1.000e-02, eta: 17:13:10, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5309, top5_acc: 0.7686, loss_cls: 1.9801, loss: 1.9801, grad_norm: 4.6185 2020-07-22 17:46:21,235 - mmaction - INFO - Epoch [15][360/940] lr: 1.000e-02, eta: 17:12:36, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.5350, top5_acc: 0.7740, loss_cls: 1.9725, loss: 1.9725, grad_norm: 4.6027 2020-07-22 17:46:33,828 - mmaction - INFO - Epoch [15][380/940] lr: 1.000e-02, eta: 17:12:04, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5305, top5_acc: 0.7725, loss_cls: 1.9716, loss: 1.9716, grad_norm: 4.6585 2020-07-22 17:46:45,743 - mmaction - INFO - Epoch [15][400/940] lr: 1.000e-02, eta: 17:11:28, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5254, top5_acc: 0.7566, loss_cls: 2.0206, loss: 2.0206, grad_norm: 4.6573 2020-07-22 17:46:58,178 - mmaction - INFO - Epoch [15][420/940] lr: 1.000e-02, eta: 17:10:55, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5314, top5_acc: 0.7654, loss_cls: 1.9880, loss: 1.9880, grad_norm: 4.5658 2020-07-22 17:47:09,983 - mmaction - INFO - Epoch [15][440/940] lr: 1.000e-02, eta: 17:10:18, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5352, top5_acc: 0.7746, loss_cls: 1.9505, loss: 1.9505, grad_norm: 4.5710 2020-07-22 17:47:22,557 - mmaction - INFO - Epoch [15][460/940] lr: 1.000e-02, eta: 17:09:46, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5234, top5_acc: 0.7654, loss_cls: 2.0093, loss: 2.0093, grad_norm: 4.6702 2020-07-22 17:47:35,214 - mmaction - INFO - Epoch [15][480/940] lr: 1.000e-02, eta: 17:09:15, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5314, top5_acc: 0.7668, loss_cls: 1.9917, loss: 1.9917, grad_norm: 4.6498 2020-07-22 17:47:47,221 - mmaction - INFO - Epoch [15][500/940] lr: 1.000e-02, eta: 17:08:40, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7744, loss_cls: 1.9479, loss: 1.9479, grad_norm: 4.5941 2020-07-22 17:47:59,071 - mmaction - INFO - Epoch [15][520/940] lr: 1.000e-02, eta: 17:08:04, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5271, top5_acc: 0.7611, loss_cls: 2.0093, loss: 2.0093, grad_norm: 4.6257 2020-07-22 17:48:10,855 - mmaction - INFO - Epoch [15][540/940] lr: 1.000e-02, eta: 17:07:28, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5291, top5_acc: 0.7674, loss_cls: 1.9958, loss: 1.9958, grad_norm: 4.5822 2020-07-22 17:48:23,375 - mmaction - INFO - Epoch [15][560/940] lr: 1.000e-02, eta: 17:06:56, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5400, top5_acc: 0.7789, loss_cls: 1.9559, loss: 1.9559, grad_norm: 4.5783 2020-07-22 17:48:35,174 - mmaction - INFO - Epoch [15][580/940] lr: 1.000e-02, eta: 17:06:20, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7736, loss_cls: 1.9494, loss: 1.9494, grad_norm: 4.6448 2020-07-22 17:48:47,621 - mmaction - INFO - Epoch [15][600/940] lr: 1.000e-02, eta: 17:05:47, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5291, top5_acc: 0.7594, loss_cls: 2.0145, loss: 2.0145, grad_norm: 4.6468 2020-07-22 17:48:59,610 - mmaction - INFO - Epoch [15][620/940] lr: 1.000e-02, eta: 17:05:13, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5299, top5_acc: 0.7662, loss_cls: 1.9774, loss: 1.9774, grad_norm: 4.6583 2020-07-22 17:49:12,076 - mmaction - INFO - Epoch [15][640/940] lr: 1.000e-02, eta: 17:04:41, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.5406, top5_acc: 0.7717, loss_cls: 1.9730, loss: 1.9730, grad_norm: 4.5951 2020-07-22 17:49:24,589 - mmaction - INFO - Epoch [15][660/940] lr: 1.000e-02, eta: 17:04:09, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5307, top5_acc: 0.7740, loss_cls: 1.9506, loss: 1.9506, grad_norm: 4.5804 2020-07-22 17:49:37,039 - mmaction - INFO - Epoch [15][680/940] lr: 1.000e-02, eta: 17:03:37, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5277, top5_acc: 0.7588, loss_cls: 2.0218, loss: 2.0218, grad_norm: 4.6614 2020-07-22 17:49:48,928 - mmaction - INFO - Epoch [15][700/940] lr: 1.000e-02, eta: 17:03:02, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5326, top5_acc: 0.7734, loss_cls: 1.9452, loss: 1.9452, grad_norm: 4.6104 2020-07-22 17:50:00,815 - mmaction - INFO - Epoch [15][720/940] lr: 1.000e-02, eta: 17:02:27, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5285, top5_acc: 0.7730, loss_cls: 1.9669, loss: 1.9669, grad_norm: 4.6247 2020-07-22 17:50:12,643 - mmaction - INFO - Epoch [15][740/940] lr: 1.000e-02, eta: 17:01:51, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5266, top5_acc: 0.7650, loss_cls: 2.0024, loss: 2.0024, grad_norm: 4.5713 2020-07-22 17:50:25,242 - mmaction - INFO - Epoch [15][760/940] lr: 1.000e-02, eta: 17:01:20, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5316, top5_acc: 0.7639, loss_cls: 1.9937, loss: 1.9937, grad_norm: 4.6227 2020-07-22 17:50:37,090 - mmaction - INFO - Epoch [15][780/940] lr: 1.000e-02, eta: 17:00:45, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5303, top5_acc: 0.7646, loss_cls: 2.0190, loss: 2.0190, grad_norm: 4.5817 2020-07-22 17:50:48,892 - mmaction - INFO - Epoch [15][800/940] lr: 1.000e-02, eta: 17:00:10, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5385, top5_acc: 0.7781, loss_cls: 1.9741, loss: 1.9741, grad_norm: 4.5864 2020-07-22 17:51:01,297 - mmaction - INFO - Epoch [15][820/940] lr: 1.000e-02, eta: 16:59:38, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5314, top5_acc: 0.7693, loss_cls: 2.0026, loss: 2.0026, grad_norm: 4.6061 2020-07-22 17:51:13,839 - mmaction - INFO - Epoch [15][840/940] lr: 1.000e-02, eta: 16:59:07, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5215, top5_acc: 0.7711, loss_cls: 2.0078, loss: 2.0078, grad_norm: 4.6723 2020-07-22 17:51:25,859 - mmaction - INFO - Epoch [15][860/940] lr: 1.000e-02, eta: 16:58:33, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5363, top5_acc: 0.7715, loss_cls: 1.9668, loss: 1.9668, grad_norm: 4.6155 2020-07-22 17:51:37,661 - mmaction - INFO - Epoch [15][880/940] lr: 1.000e-02, eta: 16:57:58, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5365, top5_acc: 0.7686, loss_cls: 1.9595, loss: 1.9595, grad_norm: 4.6051 2020-07-22 17:51:49,502 - mmaction - INFO - Epoch [15][900/940] lr: 1.000e-02, eta: 16:57:23, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5248, top5_acc: 0.7666, loss_cls: 1.9859, loss: 1.9859, grad_norm: 4.6419 2020-07-22 17:52:01,945 - mmaction - INFO - Epoch [15][920/940] lr: 1.000e-02, eta: 16:56:52, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5322, top5_acc: 0.7650, loss_cls: 2.0057, loss: 2.0057, grad_norm: 4.6274 2020-07-22 17:52:13,093 - mmaction - INFO - Epoch [15][940/940] lr: 1.000e-02, eta: 16:56:13, time: 0.558, data_time: 0.001, memory: 8344, top1_acc: 0.5315, top5_acc: 0.7616, loss_cls: 2.0119, loss: 2.0119, grad_norm: 4.6915 2020-07-22 17:52:20,635 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-07-22 17:55:20,340 - mmaction - INFO - Epoch [16][20/940] lr: 1.000e-02, eta: 17:11:25, time: 8.961, data_time: 8.268, memory: 8344, top1_acc: 0.5344, top5_acc: 0.7783, loss_cls: 1.9320, loss: 1.9320, grad_norm: 4.6441 2020-07-22 17:55:32,160 - mmaction - INFO - Epoch [16][40/940] lr: 1.000e-02, eta: 17:10:49, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.5449, top5_acc: 0.7775, loss_cls: 1.9197, loss: 1.9197, grad_norm: 4.5456 2020-07-22 17:55:43,860 - mmaction - INFO - Epoch [16][60/940] lr: 1.000e-02, eta: 17:10:13, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.5406, top5_acc: 0.7752, loss_cls: 1.9458, loss: 1.9458, grad_norm: 4.5569 2020-07-22 17:55:56,163 - mmaction - INFO - Epoch [16][80/940] lr: 1.000e-02, eta: 17:09:39, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.5555, top5_acc: 0.7771, loss_cls: 1.8999, loss: 1.8999, grad_norm: 4.5222 2020-07-22 17:56:08,071 - mmaction - INFO - Epoch [16][100/940] lr: 1.000e-02, eta: 17:09:04, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5381, top5_acc: 0.7828, loss_cls: 1.9225, loss: 1.9225, grad_norm: 4.5977 2020-07-22 17:56:20,590 - mmaction - INFO - Epoch [16][120/940] lr: 1.000e-02, eta: 17:08:31, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5350, top5_acc: 0.7770, loss_cls: 1.9552, loss: 1.9552, grad_norm: 4.6503 2020-07-22 17:56:32,383 - mmaction - INFO - Epoch [16][140/940] lr: 1.000e-02, eta: 17:07:55, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5383, top5_acc: 0.7789, loss_cls: 1.9272, loss: 1.9272, grad_norm: 4.5874 2020-07-22 17:56:44,330 - mmaction - INFO - Epoch [16][160/940] lr: 1.000e-02, eta: 17:07:20, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.5445, top5_acc: 0.7758, loss_cls: 1.9370, loss: 1.9370, grad_norm: 4.5751 2020-07-22 17:56:56,791 - mmaction - INFO - Epoch [16][180/940] lr: 1.000e-02, eta: 17:06:48, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.5418, top5_acc: 0.7795, loss_cls: 1.9295, loss: 1.9295, grad_norm: 4.5756 2020-07-22 17:57:09,545 - mmaction - INFO - Epoch [16][200/940] lr: 1.000e-02, eta: 17:06:18, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.5223, top5_acc: 0.7613, loss_cls: 1.9819, loss: 1.9819, grad_norm: 4.7094 2020-07-22 17:57:21,298 - mmaction - INFO - Epoch [16][220/940] lr: 1.000e-02, eta: 17:05:41, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5387, top5_acc: 0.7768, loss_cls: 1.9432, loss: 1.9432, grad_norm: 4.5856 2020-07-22 17:57:33,897 - mmaction - INFO - Epoch [16][240/940] lr: 1.000e-02, eta: 17:05:10, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5525, top5_acc: 0.7891, loss_cls: 1.8650, loss: 1.8650, grad_norm: 4.4949 2020-07-22 17:57:45,864 - mmaction - INFO - Epoch [16][260/940] lr: 1.000e-02, eta: 17:04:35, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5385, top5_acc: 0.7748, loss_cls: 1.9561, loss: 1.9561, grad_norm: 4.6624 2020-07-22 17:57:58,552 - mmaction - INFO - Epoch [16][280/940] lr: 1.000e-02, eta: 17:04:05, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5318, top5_acc: 0.7787, loss_cls: 1.9459, loss: 1.9459, grad_norm: 4.6343 2020-07-22 17:58:10,898 - mmaction - INFO - Epoch [16][300/940] lr: 1.000e-02, eta: 17:03:32, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5396, top5_acc: 0.7668, loss_cls: 1.9821, loss: 1.9821, grad_norm: 4.6571 2020-07-22 17:58:23,562 - mmaction - INFO - Epoch [16][320/940] lr: 1.000e-02, eta: 17:03:02, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5395, top5_acc: 0.7768, loss_cls: 1.9539, loss: 1.9539, grad_norm: 4.6301 2020-07-22 17:58:35,392 - mmaction - INFO - Epoch [16][340/940] lr: 1.000e-02, eta: 17:02:26, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5492, top5_acc: 0.7674, loss_cls: 1.9704, loss: 1.9704, grad_norm: 4.6146 2020-07-22 17:58:47,970 - mmaction - INFO - Epoch [16][360/940] lr: 1.000e-02, eta: 17:01:55, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5371, top5_acc: 0.7848, loss_cls: 1.9307, loss: 1.9307, grad_norm: 4.6569 2020-07-22 17:59:00,372 - mmaction - INFO - Epoch [16][380/940] lr: 1.000e-02, eta: 17:01:23, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5324, top5_acc: 0.7740, loss_cls: 1.9676, loss: 1.9676, grad_norm: 4.6537 2020-07-22 17:59:12,882 - mmaction - INFO - Epoch [16][400/940] lr: 1.000e-02, eta: 17:00:52, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7684, loss_cls: 1.9690, loss: 1.9690, grad_norm: 4.6330 2020-07-22 17:59:24,687 - mmaction - INFO - Epoch [16][420/940] lr: 1.000e-02, eta: 17:00:17, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5453, top5_acc: 0.7725, loss_cls: 1.9257, loss: 1.9257, grad_norm: 4.6509 2020-07-22 17:59:36,579 - mmaction - INFO - Epoch [16][440/940] lr: 1.000e-02, eta: 16:59:42, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5457, top5_acc: 0.7738, loss_cls: 1.9662, loss: 1.9662, grad_norm: 4.6655 2020-07-22 17:59:48,489 - mmaction - INFO - Epoch [16][460/940] lr: 1.000e-02, eta: 16:59:08, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5436, top5_acc: 0.7723, loss_cls: 1.9476, loss: 1.9476, grad_norm: 4.5226 2020-07-22 18:00:00,296 - mmaction - INFO - Epoch [16][480/940] lr: 1.000e-02, eta: 16:58:33, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5457, top5_acc: 0.7791, loss_cls: 1.9196, loss: 1.9196, grad_norm: 4.5352 2020-07-22 18:00:17,350 - mmaction - INFO - Epoch [16][500/940] lr: 1.000e-02, eta: 16:58:26, time: 0.847, data_time: 0.007, memory: 8344, top1_acc: 0.5418, top5_acc: 0.7793, loss_cls: 1.9620, loss: 1.9620, grad_norm: 4.6498 2020-07-22 18:00:30,042 - mmaction - INFO - Epoch [16][520/940] lr: 1.000e-02, eta: 16:57:56, time: 0.639, data_time: 0.012, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7674, loss_cls: 1.9997, loss: 1.9997, grad_norm: 4.7272 2020-07-22 18:00:42,071 - mmaction - INFO - Epoch [16][540/940] lr: 1.000e-02, eta: 16:57:23, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 1.9911, loss: 1.9911, grad_norm: 4.7181 2020-07-22 18:00:54,225 - mmaction - INFO - Epoch [16][560/940] lr: 1.000e-02, eta: 16:56:50, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5395, top5_acc: 0.7754, loss_cls: 1.9537, loss: 1.9537, grad_norm: 4.6497 2020-07-22 18:01:06,053 - mmaction - INFO - Epoch [16][580/940] lr: 1.000e-02, eta: 16:56:15, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5242, top5_acc: 0.7693, loss_cls: 1.9863, loss: 1.9863, grad_norm: 4.6622 2020-07-22 18:01:17,942 - mmaction - INFO - Epoch [16][600/940] lr: 1.000e-02, eta: 16:55:41, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5301, top5_acc: 0.7748, loss_cls: 1.9984, loss: 1.9984, grad_norm: 4.7076 2020-07-22 18:01:29,702 - mmaction - INFO - Epoch [16][620/940] lr: 1.000e-02, eta: 16:55:06, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7723, loss_cls: 1.9561, loss: 1.9561, grad_norm: 4.6277 2020-07-22 18:01:42,122 - mmaction - INFO - Epoch [16][640/940] lr: 1.000e-02, eta: 16:54:35, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5414, top5_acc: 0.7764, loss_cls: 1.9507, loss: 1.9507, grad_norm: 4.6480 2020-07-22 18:01:53,977 - mmaction - INFO - Epoch [16][660/940] lr: 1.000e-02, eta: 16:54:01, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5377, top5_acc: 0.7732, loss_cls: 1.9438, loss: 1.9438, grad_norm: 4.6661 2020-07-22 18:02:06,749 - mmaction - INFO - Epoch [16][680/940] lr: 1.000e-02, eta: 16:53:32, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5342, top5_acc: 0.7658, loss_cls: 1.9946, loss: 1.9946, grad_norm: 4.6422 2020-07-22 18:02:18,448 - mmaction - INFO - Epoch [16][700/940] lr: 1.000e-02, eta: 16:52:57, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.5330, top5_acc: 0.7672, loss_cls: 1.9878, loss: 1.9878, grad_norm: 4.7046 2020-07-22 18:02:31,176 - mmaction - INFO - Epoch [16][720/940] lr: 1.000e-02, eta: 16:52:28, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5354, top5_acc: 0.7736, loss_cls: 1.9884, loss: 1.9884, grad_norm: 4.7225 2020-07-22 18:02:43,035 - mmaction - INFO - Epoch [16][740/940] lr: 1.000e-02, eta: 16:51:54, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5350, top5_acc: 0.7688, loss_cls: 1.9812, loss: 1.9812, grad_norm: 4.6612 2020-07-22 18:02:55,034 - mmaction - INFO - Epoch [16][760/940] lr: 1.000e-02, eta: 16:51:21, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5260, top5_acc: 0.7609, loss_cls: 2.0163, loss: 2.0163, grad_norm: 4.6446 2020-07-22 18:03:06,999 - mmaction - INFO - Epoch [16][780/940] lr: 1.000e-02, eta: 16:50:47, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5406, top5_acc: 0.7693, loss_cls: 1.9654, loss: 1.9654, grad_norm: 4.6634 2020-07-22 18:03:18,899 - mmaction - INFO - Epoch [16][800/940] lr: 1.000e-02, eta: 16:50:14, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5402, top5_acc: 0.7744, loss_cls: 1.9314, loss: 1.9314, grad_norm: 4.5928 2020-07-22 18:03:30,828 - mmaction - INFO - Epoch [16][820/940] lr: 1.000e-02, eta: 16:49:40, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5332, top5_acc: 0.7732, loss_cls: 1.9563, loss: 1.9563, grad_norm: 4.6492 2020-07-22 18:03:42,666 - mmaction - INFO - Epoch [16][840/940] lr: 1.000e-02, eta: 16:49:07, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5297, top5_acc: 0.7691, loss_cls: 1.9865, loss: 1.9865, grad_norm: 4.7095 2020-07-22 18:03:54,495 - mmaction - INFO - Epoch [16][860/940] lr: 1.000e-02, eta: 16:48:33, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5369, top5_acc: 0.7752, loss_cls: 1.9669, loss: 1.9669, grad_norm: 4.6220 2020-07-22 18:04:06,282 - mmaction - INFO - Epoch [16][880/940] lr: 1.000e-02, eta: 16:47:59, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5334, top5_acc: 0.7730, loss_cls: 1.9767, loss: 1.9767, grad_norm: 4.6808 2020-07-22 18:04:18,163 - mmaction - INFO - Epoch [16][900/940] lr: 1.000e-02, eta: 16:47:26, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5350, top5_acc: 0.7719, loss_cls: 1.9847, loss: 1.9847, grad_norm: 4.6565 2020-07-22 18:04:29,950 - mmaction - INFO - Epoch [16][920/940] lr: 1.000e-02, eta: 16:46:52, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5273, top5_acc: 0.7596, loss_cls: 2.0432, loss: 2.0432, grad_norm: 4.7289 2020-07-22 18:04:41,190 - mmaction - INFO - Epoch [16][940/940] lr: 1.000e-02, eta: 16:46:15, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.5268, top5_acc: 0.7730, loss_cls: 1.9990, loss: 1.9990, grad_norm: 4.7818 2020-07-22 18:07:25,699 - mmaction - INFO - Epoch [17][20/940] lr: 1.000e-02, eta: 16:58:07, time: 7.696, data_time: 7.004, memory: 8344, top1_acc: 0.5416, top5_acc: 0.7861, loss_cls: 1.8940, loss: 1.8940, grad_norm: 4.5899 2020-07-22 18:07:39,907 - mmaction - INFO - Epoch [17][40/940] lr: 1.000e-02, eta: 16:57:46, time: 0.728, data_time: 0.100, memory: 8344, top1_acc: 0.5348, top5_acc: 0.7752, loss_cls: 1.9669, loss: 1.9669, grad_norm: 4.5671 2020-07-22 18:07:51,568 - mmaction - INFO - Epoch [17][60/940] lr: 1.000e-02, eta: 16:57:11, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.5486, top5_acc: 0.7877, loss_cls: 1.8949, loss: 1.8949, grad_norm: 4.6750 2020-07-22 18:08:04,061 - mmaction - INFO - Epoch [17][80/940] lr: 1.000e-02, eta: 16:56:40, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5477, top5_acc: 0.7762, loss_cls: 1.9196, loss: 1.9196, grad_norm: 4.5802 2020-07-22 18:08:16,527 - mmaction - INFO - Epoch [17][100/940] lr: 1.000e-02, eta: 16:56:09, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5496, top5_acc: 0.7771, loss_cls: 1.9227, loss: 1.9227, grad_norm: 4.6204 2020-07-22 18:08:28,354 - mmaction - INFO - Epoch [17][120/940] lr: 1.000e-02, eta: 16:55:34, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5580, top5_acc: 0.7779, loss_cls: 1.8934, loss: 1.8934, grad_norm: 4.5572 2020-07-22 18:08:40,759 - mmaction - INFO - Epoch [17][140/940] lr: 1.000e-02, eta: 16:55:03, time: 0.621, data_time: 0.010, memory: 8344, top1_acc: 0.5475, top5_acc: 0.7787, loss_cls: 1.9217, loss: 1.9217, grad_norm: 4.6527 2020-07-22 18:08:52,562 - mmaction - INFO - Epoch [17][160/940] lr: 1.000e-02, eta: 16:54:29, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5430, top5_acc: 0.7764, loss_cls: 1.9334, loss: 1.9334, grad_norm: 4.6571 2020-07-22 18:09:04,335 - mmaction - INFO - Epoch [17][180/940] lr: 1.000e-02, eta: 16:53:54, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5412, top5_acc: 0.7760, loss_cls: 1.9359, loss: 1.9359, grad_norm: 4.6386 2020-07-22 18:09:16,298 - mmaction - INFO - Epoch [17][200/940] lr: 1.000e-02, eta: 16:53:21, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5371, top5_acc: 0.7777, loss_cls: 1.9399, loss: 1.9399, grad_norm: 4.7193 2020-07-22 18:09:28,191 - mmaction - INFO - Epoch [17][220/940] lr: 1.000e-02, eta: 16:52:47, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5594, top5_acc: 0.7887, loss_cls: 1.8793, loss: 1.8793, grad_norm: 4.5216 2020-07-22 18:09:40,064 - mmaction - INFO - Epoch [17][240/940] lr: 1.000e-02, eta: 16:52:13, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5424, top5_acc: 0.7662, loss_cls: 1.9465, loss: 1.9465, grad_norm: 4.5556 2020-07-22 18:09:52,586 - mmaction - INFO - Epoch [17][260/940] lr: 1.000e-02, eta: 16:51:43, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5439, top5_acc: 0.7723, loss_cls: 1.9568, loss: 1.9568, grad_norm: 4.7111 2020-07-22 18:10:04,538 - mmaction - INFO - Epoch [17][280/940] lr: 1.000e-02, eta: 16:51:10, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5424, top5_acc: 0.7693, loss_cls: 1.9488, loss: 1.9488, grad_norm: 4.6326 2020-07-22 18:10:17,047 - mmaction - INFO - Epoch [17][300/940] lr: 1.000e-02, eta: 16:50:39, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.5496, top5_acc: 0.7838, loss_cls: 1.9010, loss: 1.9010, grad_norm: 4.6027 2020-07-22 18:10:29,633 - mmaction - INFO - Epoch [17][320/940] lr: 1.000e-02, eta: 16:50:09, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7738, loss_cls: 1.9615, loss: 1.9615, grad_norm: 4.6767 2020-07-22 18:10:41,510 - mmaction - INFO - Epoch [17][340/940] lr: 1.000e-02, eta: 16:49:36, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5447, top5_acc: 0.7744, loss_cls: 1.9613, loss: 1.9613, grad_norm: 4.7076 2020-07-22 18:10:54,119 - mmaction - INFO - Epoch [17][360/940] lr: 1.000e-02, eta: 16:49:06, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5563, top5_acc: 0.7811, loss_cls: 1.9204, loss: 1.9204, grad_norm: 4.6502 2020-07-22 18:11:06,630 - mmaction - INFO - Epoch [17][380/940] lr: 1.000e-02, eta: 16:48:36, time: 0.630, data_time: 0.007, memory: 8344, top1_acc: 0.5502, top5_acc: 0.7838, loss_cls: 1.8941, loss: 1.8941, grad_norm: 4.6303 2020-07-22 18:11:19,073 - mmaction - INFO - Epoch [17][400/940] lr: 1.000e-02, eta: 16:48:05, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.5381, top5_acc: 0.7766, loss_cls: 1.9408, loss: 1.9408, grad_norm: 4.5717 2020-07-22 18:11:31,550 - mmaction - INFO - Epoch [17][420/940] lr: 1.000e-02, eta: 16:47:35, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5514, top5_acc: 0.7773, loss_cls: 1.9191, loss: 1.9191, grad_norm: 4.6522 2020-07-22 18:11:43,304 - mmaction - INFO - Epoch [17][440/940] lr: 1.000e-02, eta: 16:47:01, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.5416, top5_acc: 0.7629, loss_cls: 1.9762, loss: 1.9762, grad_norm: 4.6168 2020-07-22 18:11:55,124 - mmaction - INFO - Epoch [17][460/940] lr: 1.000e-02, eta: 16:46:28, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5270, top5_acc: 0.7633, loss_cls: 1.9986, loss: 1.9986, grad_norm: 4.8065 2020-07-22 18:12:06,991 - mmaction - INFO - Epoch [17][480/940] lr: 1.000e-02, eta: 16:45:55, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5428, top5_acc: 0.7818, loss_cls: 1.9192, loss: 1.9192, grad_norm: 4.6913 2020-07-22 18:12:18,982 - mmaction - INFO - Epoch [17][500/940] lr: 1.000e-02, eta: 16:45:22, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5426, top5_acc: 0.7824, loss_cls: 1.9167, loss: 1.9167, grad_norm: 4.5280 2020-07-22 18:12:30,968 - mmaction - INFO - Epoch [17][520/940] lr: 1.000e-02, eta: 16:44:50, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5383, top5_acc: 0.7744, loss_cls: 1.9497, loss: 1.9497, grad_norm: 4.6418 2020-07-22 18:12:42,797 - mmaction - INFO - Epoch [17][540/940] lr: 1.000e-02, eta: 16:44:17, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7773, loss_cls: 1.9470, loss: 1.9470, grad_norm: 4.6134 2020-07-22 18:12:54,564 - mmaction - INFO - Epoch [17][560/940] lr: 1.000e-02, eta: 16:43:43, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5484, top5_acc: 0.7828, loss_cls: 1.9075, loss: 1.9075, grad_norm: 4.5573 2020-07-22 18:13:06,338 - mmaction - INFO - Epoch [17][580/940] lr: 1.000e-02, eta: 16:43:10, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5240, top5_acc: 0.7754, loss_cls: 1.9606, loss: 1.9606, grad_norm: 4.7049 2020-07-22 18:13:19,672 - mmaction - INFO - Epoch [17][600/940] lr: 1.000e-02, eta: 16:42:44, time: 0.666, data_time: 0.003, memory: 8344, top1_acc: 0.5402, top5_acc: 0.7682, loss_cls: 1.9660, loss: 1.9660, grad_norm: 4.6279 2020-07-22 18:13:31,479 - mmaction - INFO - Epoch [17][620/940] lr: 1.000e-02, eta: 16:42:11, time: 0.591, data_time: 0.004, memory: 8344, top1_acc: 0.5303, top5_acc: 0.7732, loss_cls: 1.9739, loss: 1.9739, grad_norm: 4.6282 2020-07-22 18:13:43,282 - mmaction - INFO - Epoch [17][640/940] lr: 1.000e-02, eta: 16:41:38, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5354, top5_acc: 0.7756, loss_cls: 1.9569, loss: 1.9569, grad_norm: 4.6753 2020-07-22 18:13:55,133 - mmaction - INFO - Epoch [17][660/940] lr: 1.000e-02, eta: 16:41:05, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7648, loss_cls: 1.9939, loss: 1.9939, grad_norm: 4.6876 2020-07-22 18:14:07,088 - mmaction - INFO - Epoch [17][680/940] lr: 1.000e-02, eta: 16:40:33, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5395, top5_acc: 0.7760, loss_cls: 1.9546, loss: 1.9546, grad_norm: 4.6086 2020-07-22 18:14:19,747 - mmaction - INFO - Epoch [17][700/940] lr: 1.000e-02, eta: 16:40:04, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5484, top5_acc: 0.7836, loss_cls: 1.9087, loss: 1.9087, grad_norm: 4.5999 2020-07-22 18:14:32,117 - mmaction - INFO - Epoch [17][720/940] lr: 1.000e-02, eta: 16:39:34, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5357, top5_acc: 0.7697, loss_cls: 1.9571, loss: 1.9571, grad_norm: 4.6169 2020-07-22 18:14:44,074 - mmaction - INFO - Epoch [17][740/940] lr: 1.000e-02, eta: 16:39:02, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5385, top5_acc: 0.7816, loss_cls: 1.9168, loss: 1.9168, grad_norm: 4.6005 2020-07-22 18:14:56,567 - mmaction - INFO - Epoch [17][760/940] lr: 1.000e-02, eta: 16:38:33, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5398, top5_acc: 0.7795, loss_cls: 1.9121, loss: 1.9121, grad_norm: 4.6459 2020-07-22 18:15:09,146 - mmaction - INFO - Epoch [17][780/940] lr: 1.000e-02, eta: 16:38:04, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5416, top5_acc: 0.7748, loss_cls: 1.9603, loss: 1.9603, grad_norm: 4.6517 2020-07-22 18:15:20,992 - mmaction - INFO - Epoch [17][800/940] lr: 1.000e-02, eta: 16:37:31, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5432, top5_acc: 0.7750, loss_cls: 1.9289, loss: 1.9289, grad_norm: 4.5320 2020-07-22 18:15:32,741 - mmaction - INFO - Epoch [17][820/940] lr: 1.000e-02, eta: 16:36:59, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5406, top5_acc: 0.7646, loss_cls: 1.9881, loss: 1.9881, grad_norm: 4.6644 2020-07-22 18:15:45,186 - mmaction - INFO - Epoch [17][840/940] lr: 1.000e-02, eta: 16:36:29, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.5369, top5_acc: 0.7754, loss_cls: 1.9787, loss: 1.9787, grad_norm: 4.7163 2020-07-22 18:15:57,060 - mmaction - INFO - Epoch [17][860/940] lr: 1.000e-02, eta: 16:35:57, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5428, top5_acc: 0.7762, loss_cls: 1.9396, loss: 1.9396, grad_norm: 4.6837 2020-07-22 18:16:09,027 - mmaction - INFO - Epoch [17][880/940] lr: 1.000e-02, eta: 16:35:25, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5348, top5_acc: 0.7758, loss_cls: 1.9737, loss: 1.9737, grad_norm: 4.6357 2020-07-22 18:16:21,473 - mmaction - INFO - Epoch [17][900/940] lr: 1.000e-02, eta: 16:34:56, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5443, top5_acc: 0.7781, loss_cls: 1.9291, loss: 1.9291, grad_norm: 4.5970 2020-07-22 18:16:33,867 - mmaction - INFO - Epoch [17][920/940] lr: 1.000e-02, eta: 16:34:27, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7680, loss_cls: 1.9742, loss: 1.9742, grad_norm: 4.5997 2020-07-22 18:16:45,031 - mmaction - INFO - Epoch [17][940/940] lr: 1.000e-02, eta: 16:33:51, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.5280, top5_acc: 0.7752, loss_cls: 1.9501, loss: 1.9501, grad_norm: 4.6842 2020-07-22 18:18:45,716 - mmaction - INFO - Epoch [18][20/940] lr: 1.000e-02, eta: 16:41:43, time: 5.758, data_time: 5.159, memory: 8344, top1_acc: 0.5451, top5_acc: 0.7877, loss_cls: 1.8806, loss: 1.8806, grad_norm: 4.6122 2020-07-22 18:18:58,264 - mmaction - INFO - Epoch [18][40/940] lr: 1.000e-02, eta: 16:41:14, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5496, top5_acc: 0.7750, loss_cls: 1.9221, loss: 1.9221, grad_norm: 4.5161 2020-07-22 18:19:09,991 - mmaction - INFO - Epoch [18][60/940] lr: 1.000e-02, eta: 16:40:40, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5637, top5_acc: 0.7904, loss_cls: 1.8490, loss: 1.8490, grad_norm: 4.4778 2020-07-22 18:19:22,576 - mmaction - INFO - Epoch [18][80/940] lr: 1.000e-02, eta: 16:40:11, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.5480, top5_acc: 0.7811, loss_cls: 1.8776, loss: 1.8776, grad_norm: 4.5671 2020-07-22 18:19:34,297 - mmaction - INFO - Epoch [18][100/940] lr: 1.000e-02, eta: 16:39:38, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.5627, top5_acc: 0.7881, loss_cls: 1.8400, loss: 1.8400, grad_norm: 4.5094 2020-07-22 18:19:46,897 - mmaction - INFO - Epoch [18][120/940] lr: 1.000e-02, eta: 16:39:09, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.5436, top5_acc: 0.7730, loss_cls: 1.9438, loss: 1.9438, grad_norm: 4.6222 2020-07-22 18:19:58,667 - mmaction - INFO - Epoch [18][140/940] lr: 1.000e-02, eta: 16:38:36, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5453, top5_acc: 0.7752, loss_cls: 1.9149, loss: 1.9149, grad_norm: 4.6239 2020-07-22 18:20:11,165 - mmaction - INFO - Epoch [18][160/940] lr: 1.000e-02, eta: 16:38:07, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5535, top5_acc: 0.7869, loss_cls: 1.9104, loss: 1.9104, grad_norm: 4.6135 2020-07-22 18:20:23,084 - mmaction - INFO - Epoch [18][180/940] lr: 1.000e-02, eta: 16:37:35, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5463, top5_acc: 0.7797, loss_cls: 1.9176, loss: 1.9176, grad_norm: 4.6363 2020-07-22 18:20:35,015 - mmaction - INFO - Epoch [18][200/940] lr: 1.000e-02, eta: 16:37:03, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5525, top5_acc: 0.7871, loss_cls: 1.8872, loss: 1.8872, grad_norm: 4.5892 2020-07-22 18:20:47,672 - mmaction - INFO - Epoch [18][220/940] lr: 1.000e-02, eta: 16:36:34, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5510, top5_acc: 0.7812, loss_cls: 1.8987, loss: 1.8987, grad_norm: 4.5657 2020-07-22 18:21:00,099 - mmaction - INFO - Epoch [18][240/940] lr: 1.000e-02, eta: 16:36:05, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.5502, top5_acc: 0.7811, loss_cls: 1.8868, loss: 1.8868, grad_norm: 4.5611 2020-07-22 18:21:12,004 - mmaction - INFO - Epoch [18][260/940] lr: 1.000e-02, eta: 16:35:33, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5400, top5_acc: 0.7721, loss_cls: 1.9431, loss: 1.9431, grad_norm: 4.5928 2020-07-22 18:21:24,518 - mmaction - INFO - Epoch [18][280/940] lr: 1.000e-02, eta: 16:35:04, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5387, top5_acc: 0.7699, loss_cls: 1.9608, loss: 1.9608, grad_norm: 4.6724 2020-07-22 18:21:36,348 - mmaction - INFO - Epoch [18][300/940] lr: 1.000e-02, eta: 16:34:32, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5484, top5_acc: 0.7787, loss_cls: 1.9422, loss: 1.9422, grad_norm: 4.6991 2020-07-22 18:21:49,075 - mmaction - INFO - Epoch [18][320/940] lr: 1.000e-02, eta: 16:34:04, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5557, top5_acc: 0.7914, loss_cls: 1.8655, loss: 1.8655, grad_norm: 4.5258 2020-07-22 18:22:00,942 - mmaction - INFO - Epoch [18][340/940] lr: 1.000e-02, eta: 16:33:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5482, top5_acc: 0.7748, loss_cls: 1.9189, loss: 1.9189, grad_norm: 4.5845 2020-07-22 18:22:13,644 - mmaction - INFO - Epoch [18][360/940] lr: 1.000e-02, eta: 16:33:04, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5580, top5_acc: 0.7906, loss_cls: 1.8619, loss: 1.8619, grad_norm: 4.5901 2020-07-22 18:22:26,433 - mmaction - INFO - Epoch [18][380/940] lr: 1.000e-02, eta: 16:32:36, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5471, top5_acc: 0.7779, loss_cls: 1.9185, loss: 1.9185, grad_norm: 4.6663 2020-07-22 18:22:38,398 - mmaction - INFO - Epoch [18][400/940] lr: 1.000e-02, eta: 16:32:05, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5563, top5_acc: 0.7895, loss_cls: 1.8592, loss: 1.8592, grad_norm: 4.5546 2020-07-22 18:22:50,188 - mmaction - INFO - Epoch [18][420/940] lr: 1.000e-02, eta: 16:31:33, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5416, top5_acc: 0.7797, loss_cls: 1.9165, loss: 1.9165, grad_norm: 4.7609 2020-07-22 18:23:02,187 - mmaction - INFO - Epoch [18][440/940] lr: 1.000e-02, eta: 16:31:02, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5406, top5_acc: 0.7842, loss_cls: 1.9312, loss: 1.9312, grad_norm: 4.7310 2020-07-22 18:23:14,246 - mmaction - INFO - Epoch [18][460/940] lr: 1.000e-02, eta: 16:30:31, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5596, top5_acc: 0.7854, loss_cls: 1.8876, loss: 1.8876, grad_norm: 4.5643 2020-07-22 18:23:26,087 - mmaction - INFO - Epoch [18][480/940] lr: 1.000e-02, eta: 16:29:59, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5420, top5_acc: 0.7705, loss_cls: 1.9752, loss: 1.9752, grad_norm: 4.7018 2020-07-22 18:23:37,853 - mmaction - INFO - Epoch [18][500/940] lr: 1.000e-02, eta: 16:29:27, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5432, top5_acc: 0.7697, loss_cls: 1.9448, loss: 1.9448, grad_norm: 4.7091 2020-07-22 18:23:49,657 - mmaction - INFO - Epoch [18][520/940] lr: 1.000e-02, eta: 16:28:56, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5359, top5_acc: 0.7691, loss_cls: 1.9854, loss: 1.9854, grad_norm: 4.7231 2020-07-22 18:24:02,094 - mmaction - INFO - Epoch [18][540/940] lr: 1.000e-02, eta: 16:28:27, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5303, top5_acc: 0.7744, loss_cls: 1.9577, loss: 1.9577, grad_norm: 4.6944 2020-07-22 18:24:13,953 - mmaction - INFO - Epoch [18][560/940] lr: 1.000e-02, eta: 16:27:55, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5543, top5_acc: 0.7803, loss_cls: 1.9087, loss: 1.9087, grad_norm: 4.6236 2020-07-22 18:24:25,833 - mmaction - INFO - Epoch [18][580/940] lr: 1.000e-02, eta: 16:27:24, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5406, top5_acc: 0.7809, loss_cls: 1.9229, loss: 1.9229, grad_norm: 4.6875 2020-07-22 18:24:38,295 - mmaction - INFO - Epoch [18][600/940] lr: 1.000e-02, eta: 16:26:55, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5436, top5_acc: 0.7842, loss_cls: 1.9112, loss: 1.9112, grad_norm: 4.6146 2020-07-22 18:24:50,748 - mmaction - INFO - Epoch [18][620/940] lr: 1.000e-02, eta: 16:26:27, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5529, top5_acc: 0.7744, loss_cls: 1.9304, loss: 1.9304, grad_norm: 4.6655 2020-07-22 18:25:02,714 - mmaction - INFO - Epoch [18][640/940] lr: 1.000e-02, eta: 16:25:56, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5480, top5_acc: 0.7787, loss_cls: 1.9347, loss: 1.9347, grad_norm: 4.6851 2020-07-22 18:25:15,240 - mmaction - INFO - Epoch [18][660/940] lr: 1.000e-02, eta: 16:25:28, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5408, top5_acc: 0.7777, loss_cls: 1.9207, loss: 1.9207, grad_norm: 4.6345 2020-07-22 18:25:27,051 - mmaction - INFO - Epoch [18][680/940] lr: 1.000e-02, eta: 16:24:56, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5437, top5_acc: 0.7666, loss_cls: 1.9591, loss: 1.9591, grad_norm: 4.6774 2020-07-22 18:25:38,905 - mmaction - INFO - Epoch [18][700/940] lr: 1.000e-02, eta: 16:24:25, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5338, top5_acc: 0.7727, loss_cls: 1.9706, loss: 1.9706, grad_norm: 4.6712 2020-07-22 18:25:51,424 - mmaction - INFO - Epoch [18][720/940] lr: 1.000e-02, eta: 16:23:57, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.5479, top5_acc: 0.7873, loss_cls: 1.8877, loss: 1.8877, grad_norm: 4.6674 2020-07-22 18:26:03,332 - mmaction - INFO - Epoch [18][740/940] lr: 1.000e-02, eta: 16:23:26, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5467, top5_acc: 0.7922, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.6925 2020-07-22 18:26:15,752 - mmaction - INFO - Epoch [18][760/940] lr: 1.000e-02, eta: 16:22:58, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5414, top5_acc: 0.7789, loss_cls: 1.9429, loss: 1.9429, grad_norm: 4.6872 2020-07-22 18:26:27,577 - mmaction - INFO - Epoch [18][780/940] lr: 1.000e-02, eta: 16:22:27, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5443, top5_acc: 0.7811, loss_cls: 1.9214, loss: 1.9214, grad_norm: 4.6740 2020-07-22 18:26:39,353 - mmaction - INFO - Epoch [18][800/940] lr: 1.000e-02, eta: 16:21:56, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5545, top5_acc: 0.7836, loss_cls: 1.8831, loss: 1.8831, grad_norm: 4.5719 2020-07-22 18:26:52,040 - mmaction - INFO - Epoch [18][820/940] lr: 1.000e-02, eta: 16:21:28, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5467, top5_acc: 0.7814, loss_cls: 1.9032, loss: 1.9032, grad_norm: 4.5680 2020-07-22 18:27:03,915 - mmaction - INFO - Epoch [18][840/940] lr: 1.000e-02, eta: 16:20:58, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5291, top5_acc: 0.7523, loss_cls: 2.0418, loss: 2.0418, grad_norm: 4.7647 2020-07-22 18:27:16,233 - mmaction - INFO - Epoch [18][860/940] lr: 1.000e-02, eta: 16:20:29, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.5322, top5_acc: 0.7697, loss_cls: 1.9832, loss: 1.9832, grad_norm: 4.6946 2020-07-22 18:27:28,075 - mmaction - INFO - Epoch [18][880/940] lr: 1.000e-02, eta: 16:19:58, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5475, top5_acc: 0.7865, loss_cls: 1.9227, loss: 1.9227, grad_norm: 4.6926 2020-07-22 18:27:40,563 - mmaction - INFO - Epoch [18][900/940] lr: 1.000e-02, eta: 16:19:30, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5340, top5_acc: 0.7742, loss_cls: 1.9621, loss: 1.9621, grad_norm: 4.6718 2020-07-22 18:27:53,017 - mmaction - INFO - Epoch [18][920/940] lr: 1.000e-02, eta: 16:19:02, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 1.9783, loss: 1.9783, grad_norm: 4.7139 2020-07-22 18:28:04,318 - mmaction - INFO - Epoch [18][940/940] lr: 1.000e-02, eta: 16:18:29, time: 0.566, data_time: 0.002, memory: 8344, top1_acc: 0.5459, top5_acc: 0.7740, loss_cls: 1.9370, loss: 1.9370, grad_norm: 4.7265 2020-07-22 18:30:34,711 - mmaction - INFO - Epoch [19][20/940] lr: 1.000e-02, eta: 16:28:10, time: 7.315, data_time: 6.658, memory: 8344, top1_acc: 0.5555, top5_acc: 0.7922, loss_cls: 1.8595, loss: 1.8595, grad_norm: 4.5612 2020-07-22 18:30:47,406 - mmaction - INFO - Epoch [19][40/940] lr: 1.000e-02, eta: 16:27:41, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5561, top5_acc: 0.7838, loss_cls: 1.8728, loss: 1.8728, grad_norm: 4.5454 2020-07-22 18:31:00,885 - mmaction - INFO - Epoch [19][60/940] lr: 1.000e-02, eta: 16:27:18, time: 0.689, data_time: 0.060, memory: 8344, top1_acc: 0.5578, top5_acc: 0.7885, loss_cls: 1.8804, loss: 1.8804, grad_norm: 4.5685 2020-07-22 18:31:12,783 - mmaction - INFO - Epoch [19][80/940] lr: 1.000e-02, eta: 16:26:47, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.5502, top5_acc: 0.7879, loss_cls: 1.8991, loss: 1.8991, grad_norm: 4.6531 2020-07-22 18:31:25,174 - mmaction - INFO - Epoch [19][100/940] lr: 1.000e-02, eta: 16:26:18, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.5363, top5_acc: 0.7766, loss_cls: 1.9222, loss: 1.9222, grad_norm: 4.7160 2020-07-22 18:31:36,929 - mmaction - INFO - Epoch [19][120/940] lr: 1.000e-02, eta: 16:25:47, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5623, top5_acc: 0.7857, loss_cls: 1.8747, loss: 1.8747, grad_norm: 4.4896 2020-07-22 18:31:49,457 - mmaction - INFO - Epoch [19][140/940] lr: 1.000e-02, eta: 16:25:19, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5545, top5_acc: 0.7805, loss_cls: 1.8952, loss: 1.8952, grad_norm: 4.7087 2020-07-22 18:32:01,280 - mmaction - INFO - Epoch [19][160/940] lr: 1.000e-02, eta: 16:24:47, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5568, top5_acc: 0.7809, loss_cls: 1.8924, loss: 1.8924, grad_norm: 4.6113 2020-07-22 18:32:13,896 - mmaction - INFO - Epoch [19][180/940] lr: 1.000e-02, eta: 16:24:19, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.5510, top5_acc: 0.7846, loss_cls: 1.8814, loss: 1.8814, grad_norm: 4.6553 2020-07-22 18:32:25,664 - mmaction - INFO - Epoch [19][200/940] lr: 1.000e-02, eta: 16:23:48, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5555, top5_acc: 0.7826, loss_cls: 1.8931, loss: 1.8931, grad_norm: 4.6464 2020-07-22 18:32:38,175 - mmaction - INFO - Epoch [19][220/940] lr: 1.000e-02, eta: 16:23:20, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.5527, top5_acc: 0.7812, loss_cls: 1.9079, loss: 1.9079, grad_norm: 4.6203 2020-07-22 18:32:50,124 - mmaction - INFO - Epoch [19][240/940] lr: 1.000e-02, eta: 16:22:49, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5588, top5_acc: 0.7854, loss_cls: 1.8803, loss: 1.8803, grad_norm: 4.5451 2020-07-22 18:33:01,934 - mmaction - INFO - Epoch [19][260/940] lr: 1.000e-02, eta: 16:22:18, time: 0.592, data_time: 0.005, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7936, loss_cls: 1.8456, loss: 1.8456, grad_norm: 4.5456 2020-07-22 18:33:13,823 - mmaction - INFO - Epoch [19][280/940] lr: 1.000e-02, eta: 16:21:47, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5551, top5_acc: 0.7785, loss_cls: 1.8900, loss: 1.8900, grad_norm: 4.6831 2020-07-22 18:33:25,599 - mmaction - INFO - Epoch [19][300/940] lr: 1.000e-02, eta: 16:21:16, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5600, top5_acc: 0.7789, loss_cls: 1.8772, loss: 1.8772, grad_norm: 4.5976 2020-07-22 18:33:37,707 - mmaction - INFO - Epoch [19][320/940] lr: 1.000e-02, eta: 16:20:46, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5373, top5_acc: 0.7816, loss_cls: 1.9027, loss: 1.9027, grad_norm: 4.7196 2020-07-22 18:33:49,615 - mmaction - INFO - Epoch [19][340/940] lr: 1.000e-02, eta: 16:20:16, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5557, top5_acc: 0.7939, loss_cls: 1.8592, loss: 1.8592, grad_norm: 4.6299 2020-07-22 18:34:01,536 - mmaction - INFO - Epoch [19][360/940] lr: 1.000e-02, eta: 16:19:45, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.5510, top5_acc: 0.7830, loss_cls: 1.9092, loss: 1.9092, grad_norm: 4.6826 2020-07-22 18:34:13,379 - mmaction - INFO - Epoch [19][380/940] lr: 1.000e-02, eta: 16:19:15, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5424, top5_acc: 0.7801, loss_cls: 1.9266, loss: 1.9266, grad_norm: 4.6499 2020-07-22 18:34:25,285 - mmaction - INFO - Epoch [19][400/940] lr: 1.000e-02, eta: 16:18:44, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5402, top5_acc: 0.7770, loss_cls: 1.9053, loss: 1.9053, grad_norm: 4.6511 2020-07-22 18:34:37,099 - mmaction - INFO - Epoch [19][420/940] lr: 1.000e-02, eta: 16:18:13, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5547, top5_acc: 0.7863, loss_cls: 1.8844, loss: 1.8844, grad_norm: 4.6152 2020-07-22 18:34:49,754 - mmaction - INFO - Epoch [19][440/940] lr: 1.000e-02, eta: 16:17:46, time: 0.632, data_time: 0.001, memory: 8344, top1_acc: 0.5527, top5_acc: 0.7773, loss_cls: 1.8996, loss: 1.8996, grad_norm: 4.6167 2020-07-22 18:35:01,659 - mmaction - INFO - Epoch [19][460/940] lr: 1.000e-02, eta: 16:17:16, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5426, top5_acc: 0.7783, loss_cls: 1.9217, loss: 1.9217, grad_norm: 4.7490 2020-07-22 18:35:13,439 - mmaction - INFO - Epoch [19][480/940] lr: 1.000e-02, eta: 16:16:45, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5350, top5_acc: 0.7822, loss_cls: 1.9250, loss: 1.9250, grad_norm: 4.7232 2020-07-22 18:35:25,939 - mmaction - INFO - Epoch [19][500/940] lr: 1.000e-02, eta: 16:16:18, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.5561, top5_acc: 0.7873, loss_cls: 1.8908, loss: 1.8908, grad_norm: 4.6145 2020-07-22 18:35:37,913 - mmaction - INFO - Epoch [19][520/940] lr: 1.000e-02, eta: 16:15:48, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5494, top5_acc: 0.7812, loss_cls: 1.8981, loss: 1.8981, grad_norm: 4.6651 2020-07-22 18:35:50,392 - mmaction - INFO - Epoch [19][540/940] lr: 1.000e-02, eta: 16:15:20, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5586, top5_acc: 0.7895, loss_cls: 1.8592, loss: 1.8592, grad_norm: 4.6251 2020-07-22 18:36:02,192 - mmaction - INFO - Epoch [19][560/940] lr: 1.000e-02, eta: 16:14:50, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5572, top5_acc: 0.7895, loss_cls: 1.8673, loss: 1.8673, grad_norm: 4.5997 2020-07-22 18:36:14,037 - mmaction - INFO - Epoch [19][580/940] lr: 1.000e-02, eta: 16:14:19, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5408, top5_acc: 0.7686, loss_cls: 1.9590, loss: 1.9590, grad_norm: 4.7375 2020-07-22 18:36:26,086 - mmaction - INFO - Epoch [19][600/940] lr: 1.000e-02, eta: 16:13:50, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7857, loss_cls: 1.8966, loss: 1.8966, grad_norm: 4.5994 2020-07-22 18:36:37,888 - mmaction - INFO - Epoch [19][620/940] lr: 1.000e-02, eta: 16:13:19, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5334, top5_acc: 0.7824, loss_cls: 1.9498, loss: 1.9498, grad_norm: 4.7153 2020-07-22 18:36:50,595 - mmaction - INFO - Epoch [19][640/940] lr: 1.000e-02, eta: 16:12:53, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5535, top5_acc: 0.7771, loss_cls: 1.9201, loss: 1.9201, grad_norm: 4.5803 2020-07-22 18:37:02,383 - mmaction - INFO - Epoch [19][660/940] lr: 1.000e-02, eta: 16:12:22, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5451, top5_acc: 0.7775, loss_cls: 1.9311, loss: 1.9311, grad_norm: 4.6510 2020-07-22 18:37:14,236 - mmaction - INFO - Epoch [19][680/940] lr: 1.000e-02, eta: 16:11:52, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5471, top5_acc: 0.7811, loss_cls: 1.9085, loss: 1.9085, grad_norm: 4.6643 2020-07-22 18:37:26,977 - mmaction - INFO - Epoch [19][700/940] lr: 1.000e-02, eta: 16:11:26, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5506, top5_acc: 0.7777, loss_cls: 1.8898, loss: 1.8898, grad_norm: 4.5415 2020-07-22 18:37:39,144 - mmaction - INFO - Epoch [19][720/940] lr: 1.000e-02, eta: 16:10:57, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5398, top5_acc: 0.7775, loss_cls: 1.9384, loss: 1.9384, grad_norm: 4.6597 2020-07-22 18:37:51,571 - mmaction - INFO - Epoch [19][740/940] lr: 1.000e-02, eta: 16:10:30, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5424, top5_acc: 0.7789, loss_cls: 1.9292, loss: 1.9292, grad_norm: 4.6741 2020-07-22 18:38:03,378 - mmaction - INFO - Epoch [19][760/940] lr: 1.000e-02, eta: 16:10:00, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5422, top5_acc: 0.7750, loss_cls: 1.9539, loss: 1.9539, grad_norm: 4.7233 2020-07-22 18:38:16,007 - mmaction - INFO - Epoch [19][780/940] lr: 1.000e-02, eta: 16:09:33, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5529, top5_acc: 0.7770, loss_cls: 1.9423, loss: 1.9423, grad_norm: 4.6245 2020-07-22 18:38:28,547 - mmaction - INFO - Epoch [19][800/940] lr: 1.000e-02, eta: 16:09:06, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5400, top5_acc: 0.7676, loss_cls: 1.9579, loss: 1.9579, grad_norm: 4.7866 2020-07-22 18:38:40,433 - mmaction - INFO - Epoch [19][820/940] lr: 1.000e-02, eta: 16:08:37, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5377, top5_acc: 0.7688, loss_cls: 1.9762, loss: 1.9762, grad_norm: 4.6665 2020-07-22 18:38:53,009 - mmaction - INFO - Epoch [19][840/940] lr: 1.000e-02, eta: 16:08:10, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5590, top5_acc: 0.7937, loss_cls: 1.8557, loss: 1.8557, grad_norm: 4.6280 2020-07-22 18:39:04,860 - mmaction - INFO - Epoch [19][860/940] lr: 1.000e-02, eta: 16:07:40, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5502, top5_acc: 0.7883, loss_cls: 1.8924, loss: 1.8924, grad_norm: 4.6398 2020-07-22 18:39:17,353 - mmaction - INFO - Epoch [19][880/940] lr: 1.000e-02, eta: 16:07:13, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5426, top5_acc: 0.7682, loss_cls: 1.9714, loss: 1.9714, grad_norm: 4.6089 2020-07-22 18:39:29,941 - mmaction - INFO - Epoch [19][900/940] lr: 1.000e-02, eta: 16:06:47, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5457, top5_acc: 0.7777, loss_cls: 1.9107, loss: 1.9107, grad_norm: 4.6015 2020-07-22 18:39:41,692 - mmaction - INFO - Epoch [19][920/940] lr: 1.000e-02, eta: 16:06:17, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5480, top5_acc: 0.7764, loss_cls: 1.9308, loss: 1.9308, grad_norm: 4.6635 2020-07-22 18:39:52,943 - mmaction - INFO - Epoch [19][940/940] lr: 1.000e-02, eta: 16:05:45, time: 0.563, data_time: 0.003, memory: 8344, top1_acc: 0.5439, top5_acc: 0.7799, loss_cls: 1.9337, loss: 1.9337, grad_norm: 4.6887 2020-07-22 18:42:43,121 - mmaction - INFO - Epoch [20][20/940] lr: 1.000e-02, eta: 16:15:57, time: 8.132, data_time: 7.498, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7807, loss_cls: 1.8848, loss: 1.8848, grad_norm: 4.5829 2020-07-22 18:42:54,839 - mmaction - INFO - Epoch [20][40/940] lr: 1.000e-02, eta: 16:15:26, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.5494, top5_acc: 0.7803, loss_cls: 1.9130, loss: 1.9130, grad_norm: 4.5713 2020-07-22 18:43:06,546 - mmaction - INFO - Epoch [20][60/940] lr: 1.000e-02, eta: 16:14:55, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5434, top5_acc: 0.7789, loss_cls: 1.9197, loss: 1.9197, grad_norm: 4.6047 2020-07-22 18:43:18,850 - mmaction - INFO - Epoch [20][80/940] lr: 1.000e-02, eta: 16:14:27, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9248, loss: 1.9248, grad_norm: 4.5513 2020-07-22 18:43:31,236 - mmaction - INFO - Epoch [20][100/940] lr: 1.000e-02, eta: 16:13:58, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.5631, top5_acc: 0.7900, loss_cls: 1.8373, loss: 1.8373, grad_norm: 4.5314 2020-07-22 18:43:43,034 - mmaction - INFO - Epoch [20][120/940] lr: 1.000e-02, eta: 16:13:28, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7830, loss_cls: 1.8802, loss: 1.8802, grad_norm: 4.5706 2020-07-22 18:43:55,625 - mmaction - INFO - Epoch [20][140/940] lr: 1.000e-02, eta: 16:13:01, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5600, top5_acc: 0.7838, loss_cls: 1.8654, loss: 1.8654, grad_norm: 4.5610 2020-07-22 18:44:08,006 - mmaction - INFO - Epoch [20][160/940] lr: 1.000e-02, eta: 16:12:33, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5467, top5_acc: 0.7803, loss_cls: 1.9115, loss: 1.9115, grad_norm: 4.7128 2020-07-22 18:44:19,937 - mmaction - INFO - Epoch [20][180/940] lr: 1.000e-02, eta: 16:12:03, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5471, top5_acc: 0.7787, loss_cls: 1.9176, loss: 1.9176, grad_norm: 4.6911 2020-07-22 18:44:31,838 - mmaction - INFO - Epoch [20][200/940] lr: 1.000e-02, eta: 16:11:33, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5479, top5_acc: 0.7846, loss_cls: 1.8934, loss: 1.8934, grad_norm: 4.6656 2020-07-22 18:44:44,233 - mmaction - INFO - Epoch [20][220/940] lr: 1.000e-02, eta: 16:11:06, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5561, top5_acc: 0.7889, loss_cls: 1.8792, loss: 1.8792, grad_norm: 4.6371 2020-07-22 18:44:56,191 - mmaction - INFO - Epoch [20][240/940] lr: 1.000e-02, eta: 16:10:36, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5557, top5_acc: 0.7828, loss_cls: 1.8920, loss: 1.8920, grad_norm: 4.6213 2020-07-22 18:45:08,592 - mmaction - INFO - Epoch [20][260/940] lr: 1.000e-02, eta: 16:10:08, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5506, top5_acc: 0.7928, loss_cls: 1.8804, loss: 1.8804, grad_norm: 4.6782 2020-07-22 18:45:20,442 - mmaction - INFO - Epoch [20][280/940] lr: 1.000e-02, eta: 16:09:38, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5529, top5_acc: 0.7867, loss_cls: 1.8559, loss: 1.8559, grad_norm: 4.6197 2020-07-22 18:45:33,037 - mmaction - INFO - Epoch [20][300/940] lr: 1.000e-02, eta: 16:09:12, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.5602, top5_acc: 0.7910, loss_cls: 1.8671, loss: 1.8671, grad_norm: 4.5914 2020-07-22 18:45:45,526 - mmaction - INFO - Epoch [20][320/940] lr: 1.000e-02, eta: 16:08:44, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.5416, top5_acc: 0.7830, loss_cls: 1.8932, loss: 1.8932, grad_norm: 4.6293 2020-07-22 18:45:58,056 - mmaction - INFO - Epoch [20][340/940] lr: 1.000e-02, eta: 16:08:17, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5412, top5_acc: 0.7885, loss_cls: 1.8899, loss: 1.8899, grad_norm: 4.6526 2020-07-22 18:46:10,570 - mmaction - INFO - Epoch [20][360/940] lr: 1.000e-02, eta: 16:07:50, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5490, top5_acc: 0.7865, loss_cls: 1.8922, loss: 1.8922, grad_norm: 4.6364 2020-07-22 18:46:23,294 - mmaction - INFO - Epoch [20][380/940] lr: 1.000e-02, eta: 16:07:24, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5609, top5_acc: 0.7871, loss_cls: 1.8433, loss: 1.8433, grad_norm: 4.6021 2020-07-22 18:46:35,679 - mmaction - INFO - Epoch [20][400/940] lr: 1.000e-02, eta: 16:06:57, time: 0.623, data_time: 0.006, memory: 8344, top1_acc: 0.5592, top5_acc: 0.7832, loss_cls: 1.8782, loss: 1.8782, grad_norm: 4.6405 2020-07-22 18:46:47,530 - mmaction - INFO - Epoch [20][420/940] lr: 1.000e-02, eta: 16:06:27, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5697, top5_acc: 0.7994, loss_cls: 1.7933, loss: 1.7933, grad_norm: 4.5107 2020-07-22 18:47:00,035 - mmaction - INFO - Epoch [20][440/940] lr: 1.000e-02, eta: 16:06:00, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5445, top5_acc: 0.7785, loss_cls: 1.9366, loss: 1.9366, grad_norm: 4.6965 2020-07-22 18:47:11,880 - mmaction - INFO - Epoch [20][460/940] lr: 1.000e-02, eta: 16:05:30, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5447, top5_acc: 0.7809, loss_cls: 1.9073, loss: 1.9073, grad_norm: 4.6723 2020-07-22 18:47:23,715 - mmaction - INFO - Epoch [20][480/940] lr: 1.000e-02, eta: 16:05:01, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5510, top5_acc: 0.7854, loss_cls: 1.8900, loss: 1.8900, grad_norm: 4.6996 2020-07-22 18:47:35,589 - mmaction - INFO - Epoch [20][500/940] lr: 1.000e-02, eta: 16:04:31, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5588, top5_acc: 0.7891, loss_cls: 1.8364, loss: 1.8364, grad_norm: 4.5696 2020-07-22 18:47:47,422 - mmaction - INFO - Epoch [20][520/940] lr: 1.000e-02, eta: 16:04:02, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5484, top5_acc: 0.7936, loss_cls: 1.8714, loss: 1.8714, grad_norm: 4.6885 2020-07-22 18:47:59,680 - mmaction - INFO - Epoch [20][540/940] lr: 1.000e-02, eta: 16:03:34, time: 0.614, data_time: 0.003, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7857, loss_cls: 1.8859, loss: 1.8859, grad_norm: 4.6467 2020-07-22 18:48:11,789 - mmaction - INFO - Epoch [20][560/940] lr: 1.000e-02, eta: 16:03:06, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5527, top5_acc: 0.7850, loss_cls: 1.8672, loss: 1.8672, grad_norm: 4.6811 2020-07-22 18:48:23,590 - mmaction - INFO - Epoch [20][580/940] lr: 1.000e-02, eta: 16:02:36, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7840, loss_cls: 1.8867, loss: 1.8867, grad_norm: 4.6789 2020-07-22 18:48:36,052 - mmaction - INFO - Epoch [20][600/940] lr: 1.000e-02, eta: 16:02:09, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.5594, top5_acc: 0.7951, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.6556 2020-07-22 18:48:48,446 - mmaction - INFO - Epoch [20][620/940] lr: 1.000e-02, eta: 16:01:42, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5582, top5_acc: 0.7793, loss_cls: 1.9057, loss: 1.9057, grad_norm: 4.6369 2020-07-22 18:49:00,508 - mmaction - INFO - Epoch [20][640/940] lr: 1.000e-02, eta: 16:01:14, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5537, top5_acc: 0.7852, loss_cls: 1.8932, loss: 1.8932, grad_norm: 4.6229 2020-07-22 18:49:12,317 - mmaction - INFO - Epoch [20][660/940] lr: 1.000e-02, eta: 16:00:44, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5594, top5_acc: 0.7922, loss_cls: 1.8358, loss: 1.8358, grad_norm: 4.5936 2020-07-22 18:49:24,113 - mmaction - INFO - Epoch [20][680/940] lr: 1.000e-02, eta: 16:00:15, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5553, top5_acc: 0.7873, loss_cls: 1.8669, loss: 1.8669, grad_norm: 4.6123 2020-07-22 18:49:35,895 - mmaction - INFO - Epoch [20][700/940] lr: 1.000e-02, eta: 15:59:45, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5543, top5_acc: 0.7881, loss_cls: 1.8800, loss: 1.8800, grad_norm: 4.6491 2020-07-22 18:49:47,750 - mmaction - INFO - Epoch [20][720/940] lr: 1.000e-02, eta: 15:59:16, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5582, top5_acc: 0.7969, loss_cls: 1.8408, loss: 1.8408, grad_norm: 4.6666 2020-07-22 18:49:59,594 - mmaction - INFO - Epoch [20][740/940] lr: 1.000e-02, eta: 15:58:47, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5508, top5_acc: 0.7873, loss_cls: 1.8858, loss: 1.8858, grad_norm: 4.6520 2020-07-22 18:50:12,051 - mmaction - INFO - Epoch [20][760/940] lr: 1.000e-02, eta: 15:58:20, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.5576, top5_acc: 0.7793, loss_cls: 1.8934, loss: 1.8934, grad_norm: 4.6545 2020-07-22 18:50:24,749 - mmaction - INFO - Epoch [20][780/940] lr: 1.000e-02, eta: 15:57:55, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5334, top5_acc: 0.7732, loss_cls: 1.9543, loss: 1.9543, grad_norm: 4.7497 2020-07-22 18:50:36,678 - mmaction - INFO - Epoch [20][800/940] lr: 1.000e-02, eta: 15:57:26, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5498, top5_acc: 0.7836, loss_cls: 1.9017, loss: 1.9017, grad_norm: 4.6920 2020-07-22 18:50:49,491 - mmaction - INFO - Epoch [20][820/940] lr: 1.000e-02, eta: 15:57:01, time: 0.641, data_time: 0.003, memory: 8344, top1_acc: 0.5510, top5_acc: 0.7861, loss_cls: 1.8898, loss: 1.8898, grad_norm: 4.6488 2020-07-22 18:51:01,478 - mmaction - INFO - Epoch [20][840/940] lr: 1.000e-02, eta: 15:56:33, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5527, top5_acc: 0.7781, loss_cls: 1.9117, loss: 1.9117, grad_norm: 4.6451 2020-07-22 18:51:13,339 - mmaction - INFO - Epoch [20][860/940] lr: 1.000e-02, eta: 15:56:04, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5473, top5_acc: 0.7816, loss_cls: 1.9018, loss: 1.9018, grad_norm: 4.6380 2020-07-22 18:51:26,022 - mmaction - INFO - Epoch [20][880/940] lr: 1.000e-02, eta: 15:55:38, time: 0.634, data_time: 0.001, memory: 8344, top1_acc: 0.5549, top5_acc: 0.7939, loss_cls: 1.8515, loss: 1.8515, grad_norm: 4.5761 2020-07-22 18:51:37,946 - mmaction - INFO - Epoch [20][900/940] lr: 1.000e-02, eta: 15:55:10, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5486, top5_acc: 0.7746, loss_cls: 1.9279, loss: 1.9279, grad_norm: 4.7185 2020-07-22 18:51:49,755 - mmaction - INFO - Epoch [20][920/940] lr: 1.000e-02, eta: 15:54:41, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5426, top5_acc: 0.7719, loss_cls: 1.9403, loss: 1.9403, grad_norm: 4.6999 2020-07-22 18:52:01,058 - mmaction - INFO - Epoch [20][940/940] lr: 1.000e-02, eta: 15:54:10, time: 0.567, data_time: 0.003, memory: 8344, top1_acc: 0.5447, top5_acc: 0.7780, loss_cls: 1.9353, loss: 1.9353, grad_norm: 4.7421 2020-07-22 18:52:05,618 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-22 18:54:08,606 - mmaction - INFO - Epoch [21][20/940] lr: 1.000e-02, eta: 16:01:03, time: 6.126, data_time: 5.483, memory: 8344, top1_acc: 0.5527, top5_acc: 0.7910, loss_cls: 1.8719, loss: 1.8719, grad_norm: 4.6318 2020-07-22 18:54:20,922 - mmaction - INFO - Epoch [21][40/940] lr: 1.000e-02, eta: 16:00:36, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7877, loss_cls: 1.8587, loss: 1.8587, grad_norm: 4.5902 2020-07-22 18:54:32,536 - mmaction - INFO - Epoch [21][60/940] lr: 1.000e-02, eta: 16:00:06, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.5541, top5_acc: 0.7836, loss_cls: 1.8671, loss: 1.8671, grad_norm: 4.5907 2020-07-22 18:54:44,981 - mmaction - INFO - Epoch [21][80/940] lr: 1.000e-02, eta: 15:59:39, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.5641, top5_acc: 0.7967, loss_cls: 1.8132, loss: 1.8132, grad_norm: 4.5457 2020-07-22 18:54:56,737 - mmaction - INFO - Epoch [21][100/940] lr: 1.000e-02, eta: 15:59:09, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5605, top5_acc: 0.7936, loss_cls: 1.8253, loss: 1.8253, grad_norm: 4.6351 2020-07-22 18:55:09,323 - mmaction - INFO - Epoch [21][120/940] lr: 1.000e-02, eta: 15:58:43, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5484, top5_acc: 0.7781, loss_cls: 1.8997, loss: 1.8997, grad_norm: 4.6403 2020-07-22 18:55:21,704 - mmaction - INFO - Epoch [21][140/940] lr: 1.000e-02, eta: 15:58:16, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5502, top5_acc: 0.7797, loss_cls: 1.8538, loss: 1.8538, grad_norm: 4.6007 2020-07-22 18:55:34,638 - mmaction - INFO - Epoch [21][160/940] lr: 1.000e-02, eta: 15:57:52, time: 0.646, data_time: 0.007, memory: 8344, top1_acc: 0.5531, top5_acc: 0.7834, loss_cls: 1.8629, loss: 1.8629, grad_norm: 4.6625 2020-07-22 18:55:46,727 - mmaction - INFO - Epoch [21][180/940] lr: 1.000e-02, eta: 15:57:24, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8315, loss: 1.8315, grad_norm: 4.5324 2020-07-22 18:55:58,588 - mmaction - INFO - Epoch [21][200/940] lr: 1.000e-02, eta: 15:56:55, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5535, top5_acc: 0.7865, loss_cls: 1.8730, loss: 1.8730, grad_norm: 4.6362 2020-07-22 18:56:10,391 - mmaction - INFO - Epoch [21][220/940] lr: 1.000e-02, eta: 15:56:25, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5508, top5_acc: 0.7822, loss_cls: 1.8826, loss: 1.8826, grad_norm: 4.6131 2020-07-22 18:56:22,216 - mmaction - INFO - Epoch [21][240/940] lr: 1.000e-02, eta: 15:55:56, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5650, top5_acc: 0.7859, loss_cls: 1.8591, loss: 1.8591, grad_norm: 4.5614 2020-07-22 18:56:34,798 - mmaction - INFO - Epoch [21][260/940] lr: 1.000e-02, eta: 15:55:30, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5512, top5_acc: 0.7799, loss_cls: 1.9001, loss: 1.9001, grad_norm: 4.6745 2020-07-22 18:56:47,374 - mmaction - INFO - Epoch [21][280/940] lr: 1.000e-02, eta: 15:55:04, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5693, top5_acc: 0.7992, loss_cls: 1.8050, loss: 1.8050, grad_norm: 4.6007 2020-07-22 18:56:59,255 - mmaction - INFO - Epoch [21][300/940] lr: 1.000e-02, eta: 15:54:36, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5484, top5_acc: 0.7863, loss_cls: 1.8703, loss: 1.8703, grad_norm: 4.6414 2020-07-22 18:57:12,003 - mmaction - INFO - Epoch [21][320/940] lr: 1.000e-02, eta: 15:54:10, time: 0.636, data_time: 0.001, memory: 8344, top1_acc: 0.5371, top5_acc: 0.7732, loss_cls: 1.9517, loss: 1.9517, grad_norm: 4.7153 2020-07-22 18:57:24,364 - mmaction - INFO - Epoch [21][340/940] lr: 1.000e-02, eta: 15:53:44, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5539, top5_acc: 0.7795, loss_cls: 1.8891, loss: 1.8891, grad_norm: 4.6291 2020-07-22 18:57:36,316 - mmaction - INFO - Epoch [21][360/940] lr: 1.000e-02, eta: 15:53:15, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5467, top5_acc: 0.7881, loss_cls: 1.8839, loss: 1.8839, grad_norm: 4.7088 2020-07-22 18:57:48,027 - mmaction - INFO - Epoch [21][380/940] lr: 1.000e-02, eta: 15:52:46, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.5541, top5_acc: 0.7863, loss_cls: 1.8847, loss: 1.8847, grad_norm: 4.6145 2020-07-22 18:57:59,865 - mmaction - INFO - Epoch [21][400/940] lr: 1.000e-02, eta: 15:52:17, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5666, top5_acc: 0.7830, loss_cls: 1.8690, loss: 1.8690, grad_norm: 4.5386 2020-07-22 18:58:12,563 - mmaction - INFO - Epoch [21][420/940] lr: 1.000e-02, eta: 15:51:52, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5687, top5_acc: 0.7988, loss_cls: 1.8189, loss: 1.8189, grad_norm: 4.5903 2020-07-22 18:58:25,195 - mmaction - INFO - Epoch [21][440/940] lr: 1.000e-02, eta: 15:51:27, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7912, loss_cls: 1.8593, loss: 1.8593, grad_norm: 4.6028 2020-07-22 18:58:37,561 - mmaction - INFO - Epoch [21][460/940] lr: 1.000e-02, eta: 15:51:00, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5508, top5_acc: 0.7873, loss_cls: 1.8916, loss: 1.8916, grad_norm: 4.6479 2020-07-22 18:58:49,399 - mmaction - INFO - Epoch [21][480/940] lr: 1.000e-02, eta: 15:50:31, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5504, top5_acc: 0.7857, loss_cls: 1.8997, loss: 1.8997, grad_norm: 4.6839 2020-07-22 18:59:01,390 - mmaction - INFO - Epoch [21][500/940] lr: 1.000e-02, eta: 15:50:04, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5584, top5_acc: 0.7861, loss_cls: 1.8646, loss: 1.8646, grad_norm: 4.6582 2020-07-22 18:59:13,447 - mmaction - INFO - Epoch [21][520/940] lr: 1.000e-02, eta: 15:49:36, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7803, loss_cls: 1.8853, loss: 1.8853, grad_norm: 4.6893 2020-07-22 18:59:25,903 - mmaction - INFO - Epoch [21][540/940] lr: 1.000e-02, eta: 15:49:10, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5512, top5_acc: 0.7916, loss_cls: 1.8597, loss: 1.8597, grad_norm: 4.6192 2020-07-22 18:59:37,761 - mmaction - INFO - Epoch [21][560/940] lr: 1.000e-02, eta: 15:48:41, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5623, top5_acc: 0.7869, loss_cls: 1.8522, loss: 1.8522, grad_norm: 4.6488 2020-07-22 18:59:49,506 - mmaction - INFO - Epoch [21][580/940] lr: 1.000e-02, eta: 15:48:13, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5529, top5_acc: 0.7861, loss_cls: 1.8687, loss: 1.8687, grad_norm: 4.6624 2020-07-22 19:00:01,471 - mmaction - INFO - Epoch [21][600/940] lr: 1.000e-02, eta: 15:47:45, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5629, top5_acc: 0.7883, loss_cls: 1.8425, loss: 1.8425, grad_norm: 4.5617 2020-07-22 19:00:19,990 - mmaction - INFO - Epoch [21][620/940] lr: 1.000e-02, eta: 15:47:42, time: 0.923, data_time: 0.002, memory: 8344, top1_acc: 0.5641, top5_acc: 0.7926, loss_cls: 1.8477, loss: 1.8477, grad_norm: 4.6134 2020-07-22 19:00:32,493 - mmaction - INFO - Epoch [21][640/940] lr: 1.000e-02, eta: 15:47:16, time: 0.628, data_time: 0.011, memory: 8344, top1_acc: 0.5598, top5_acc: 0.7869, loss_cls: 1.8738, loss: 1.8738, grad_norm: 4.6434 2020-07-22 19:00:44,392 - mmaction - INFO - Epoch [21][660/940] lr: 1.000e-02, eta: 15:46:48, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5535, top5_acc: 0.7838, loss_cls: 1.8849, loss: 1.8849, grad_norm: 4.7137 2020-07-22 19:00:57,105 - mmaction - INFO - Epoch [21][680/940] lr: 1.000e-02, eta: 15:46:23, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5525, top5_acc: 0.7879, loss_cls: 1.8830, loss: 1.8830, grad_norm: 4.6609 2020-07-22 19:01:08,906 - mmaction - INFO - Epoch [21][700/940] lr: 1.000e-02, eta: 15:45:55, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5535, top5_acc: 0.7775, loss_cls: 1.8937, loss: 1.8937, grad_norm: 4.6598 2020-07-22 19:01:20,669 - mmaction - INFO - Epoch [21][720/940] lr: 1.000e-02, eta: 15:45:26, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5596, top5_acc: 0.7889, loss_cls: 1.8780, loss: 1.8780, grad_norm: 4.6223 2020-07-22 19:01:33,367 - mmaction - INFO - Epoch [21][740/940] lr: 1.000e-02, eta: 15:45:02, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7908, loss_cls: 1.8589, loss: 1.8589, grad_norm: 4.6261 2020-07-22 19:01:45,782 - mmaction - INFO - Epoch [21][760/940] lr: 1.000e-02, eta: 15:44:36, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.5463, top5_acc: 0.7896, loss_cls: 1.8882, loss: 1.8882, grad_norm: 4.7416 2020-07-22 19:01:57,648 - mmaction - INFO - Epoch [21][780/940] lr: 1.000e-02, eta: 15:44:08, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5486, top5_acc: 0.7859, loss_cls: 1.8915, loss: 1.8915, grad_norm: 4.6770 2020-07-22 19:02:09,460 - mmaction - INFO - Epoch [21][800/940] lr: 1.000e-02, eta: 15:43:39, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5348, top5_acc: 0.7793, loss_cls: 1.9345, loss: 1.9345, grad_norm: 4.7443 2020-07-22 19:02:21,321 - mmaction - INFO - Epoch [21][820/940] lr: 1.000e-02, eta: 15:43:12, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5545, top5_acc: 0.7818, loss_cls: 1.8572, loss: 1.8572, grad_norm: 4.6947 2020-07-22 19:02:33,791 - mmaction - INFO - Epoch [21][840/940] lr: 1.000e-02, eta: 15:42:46, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5512, top5_acc: 0.7857, loss_cls: 1.9008, loss: 1.9008, grad_norm: 4.7588 2020-07-22 19:02:45,704 - mmaction - INFO - Epoch [21][860/940] lr: 1.000e-02, eta: 15:42:18, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5598, top5_acc: 0.7867, loss_cls: 1.8679, loss: 1.8679, grad_norm: 4.6897 2020-07-22 19:02:58,267 - mmaction - INFO - Epoch [21][880/940] lr: 1.000e-02, eta: 15:41:53, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5453, top5_acc: 0.7787, loss_cls: 1.9004, loss: 1.9004, grad_norm: 4.7023 2020-07-22 19:03:10,062 - mmaction - INFO - Epoch [21][900/940] lr: 1.000e-02, eta: 15:41:25, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5492, top5_acc: 0.7887, loss_cls: 1.8839, loss: 1.8839, grad_norm: 4.6333 2020-07-22 19:03:22,592 - mmaction - INFO - Epoch [21][920/940] lr: 1.000e-02, eta: 15:41:00, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5535, top5_acc: 0.7807, loss_cls: 1.8935, loss: 1.8935, grad_norm: 4.6549 2020-07-22 19:03:33,807 - mmaction - INFO - Epoch [21][940/940] lr: 1.000e-02, eta: 15:40:29, time: 0.562, data_time: 0.002, memory: 8344, top1_acc: 0.5476, top5_acc: 0.7709, loss_cls: 1.9242, loss: 1.9242, grad_norm: 4.7303 2020-07-22 19:05:58,673 - mmaction - INFO - Epoch [22][20/940] lr: 1.000e-02, eta: 15:47:52, time: 6.854, data_time: 6.261, memory: 8344, top1_acc: 0.5613, top5_acc: 0.7937, loss_cls: 1.8272, loss: 1.8272, grad_norm: 4.6003 2020-07-22 19:06:10,434 - mmaction - INFO - Epoch [22][40/940] lr: 1.000e-02, eta: 15:47:23, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7967, loss_cls: 1.8318, loss: 1.8318, grad_norm: 4.6737 2020-07-22 19:06:23,084 - mmaction - INFO - Epoch [22][60/940] lr: 1.000e-02, eta: 15:46:58, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.5584, top5_acc: 0.7887, loss_cls: 1.8340, loss: 1.8340, grad_norm: 4.5875 2020-07-22 19:06:35,391 - mmaction - INFO - Epoch [22][80/940] lr: 1.000e-02, eta: 15:46:32, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.5635, top5_acc: 0.7867, loss_cls: 1.8297, loss: 1.8297, grad_norm: 4.6425 2020-07-22 19:06:47,228 - mmaction - INFO - Epoch [22][100/940] lr: 1.000e-02, eta: 15:46:03, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5674, top5_acc: 0.7947, loss_cls: 1.8431, loss: 1.8431, grad_norm: 4.6605 2020-07-22 19:06:59,119 - mmaction - INFO - Epoch [22][120/940] lr: 1.000e-02, eta: 15:45:35, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5652, top5_acc: 0.7898, loss_cls: 1.8482, loss: 1.8482, grad_norm: 4.6622 2020-07-22 19:07:11,144 - mmaction - INFO - Epoch [22][140/940] lr: 1.000e-02, eta: 15:45:08, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5459, top5_acc: 0.7842, loss_cls: 1.8871, loss: 1.8871, grad_norm: 4.6623 2020-07-22 19:07:23,033 - mmaction - INFO - Epoch [22][160/940] lr: 1.000e-02, eta: 15:44:40, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5693, top5_acc: 0.7930, loss_cls: 1.8172, loss: 1.8172, grad_norm: 4.6374 2020-07-22 19:07:34,816 - mmaction - INFO - Epoch [22][180/940] lr: 1.000e-02, eta: 15:44:11, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.8363, loss: 1.8363, grad_norm: 4.6593 2020-07-22 19:07:46,749 - mmaction - INFO - Epoch [22][200/940] lr: 1.000e-02, eta: 15:43:44, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5537, top5_acc: 0.7830, loss_cls: 1.8995, loss: 1.8995, grad_norm: 4.7673 2020-07-22 19:07:58,609 - mmaction - INFO - Epoch [22][220/940] lr: 1.000e-02, eta: 15:43:15, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5635, top5_acc: 0.7959, loss_cls: 1.8364, loss: 1.8364, grad_norm: 4.6893 2020-07-22 19:08:10,522 - mmaction - INFO - Epoch [22][240/940] lr: 1.000e-02, eta: 15:42:48, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5605, top5_acc: 0.7826, loss_cls: 1.8580, loss: 1.8580, grad_norm: 4.5805 2020-07-22 19:08:23,001 - mmaction - INFO - Epoch [22][260/940] lr: 1.000e-02, eta: 15:42:22, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.5572, top5_acc: 0.7902, loss_cls: 1.8702, loss: 1.8702, grad_norm: 4.6014 2020-07-22 19:08:35,446 - mmaction - INFO - Epoch [22][280/940] lr: 1.000e-02, eta: 15:41:56, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7676, loss_cls: 1.9475, loss: 1.9475, grad_norm: 4.6662 2020-07-22 19:08:47,371 - mmaction - INFO - Epoch [22][300/940] lr: 1.000e-02, eta: 15:41:29, time: 0.596, data_time: 0.005, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7855, loss_cls: 1.8637, loss: 1.8637, grad_norm: 4.6149 2020-07-22 19:09:00,104 - mmaction - INFO - Epoch [22][320/940] lr: 1.000e-02, eta: 15:41:04, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7848, loss_cls: 1.8934, loss: 1.8934, grad_norm: 4.6972 2020-07-22 19:09:11,884 - mmaction - INFO - Epoch [22][340/940] lr: 1.000e-02, eta: 15:40:36, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5564, top5_acc: 0.7893, loss_cls: 1.8558, loss: 1.8558, grad_norm: 4.6673 2020-07-22 19:09:23,714 - mmaction - INFO - Epoch [22][360/940] lr: 1.000e-02, eta: 15:40:08, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5582, top5_acc: 0.7900, loss_cls: 1.8570, loss: 1.8570, grad_norm: 4.6537 2020-07-22 19:09:35,773 - mmaction - INFO - Epoch [22][380/940] lr: 1.000e-02, eta: 15:39:41, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5586, top5_acc: 0.7900, loss_cls: 1.8380, loss: 1.8380, grad_norm: 4.6227 2020-07-22 19:09:48,168 - mmaction - INFO - Epoch [22][400/940] lr: 1.000e-02, eta: 15:39:15, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5545, top5_acc: 0.7881, loss_cls: 1.8614, loss: 1.8614, grad_norm: 4.6414 2020-07-22 19:10:00,113 - mmaction - INFO - Epoch [22][420/940] lr: 1.000e-02, eta: 15:38:48, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7895, loss_cls: 1.8429, loss: 1.8429, grad_norm: 4.6000 2020-07-22 19:10:12,584 - mmaction - INFO - Epoch [22][440/940] lr: 1.000e-02, eta: 15:38:22, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5660, top5_acc: 0.7875, loss_cls: 1.8606, loss: 1.8606, grad_norm: 4.6145 2020-07-22 19:10:24,486 - mmaction - INFO - Epoch [22][460/940] lr: 1.000e-02, eta: 15:37:55, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5658, top5_acc: 0.7943, loss_cls: 1.8590, loss: 1.8590, grad_norm: 4.6078 2020-07-22 19:10:36,409 - mmaction - INFO - Epoch [22][480/940] lr: 1.000e-02, eta: 15:37:27, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5596, top5_acc: 0.7881, loss_cls: 1.8665, loss: 1.8665, grad_norm: 4.7360 2020-07-22 19:10:48,218 - mmaction - INFO - Epoch [22][500/940] lr: 1.000e-02, eta: 15:37:00, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5613, top5_acc: 0.7883, loss_cls: 1.8554, loss: 1.8554, grad_norm: 4.7045 2020-07-22 19:11:00,019 - mmaction - INFO - Epoch [22][520/940] lr: 1.000e-02, eta: 15:36:32, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5564, top5_acc: 0.7943, loss_cls: 1.8332, loss: 1.8332, grad_norm: 4.6798 2020-07-22 19:11:11,811 - mmaction - INFO - Epoch [22][540/940] lr: 1.000e-02, eta: 15:36:04, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5600, top5_acc: 0.7902, loss_cls: 1.8325, loss: 1.8325, grad_norm: 4.6622 2020-07-22 19:11:23,704 - mmaction - INFO - Epoch [22][560/940] lr: 1.000e-02, eta: 15:35:37, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7969, loss_cls: 1.8511, loss: 1.8511, grad_norm: 4.6204 2020-07-22 19:11:35,542 - mmaction - INFO - Epoch [22][580/940] lr: 1.000e-02, eta: 15:35:09, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5568, top5_acc: 0.7887, loss_cls: 1.8784, loss: 1.8784, grad_norm: 4.6931 2020-07-22 19:11:47,797 - mmaction - INFO - Epoch [22][600/940] lr: 1.000e-02, eta: 15:34:43, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.5518, top5_acc: 0.7832, loss_cls: 1.8825, loss: 1.8825, grad_norm: 4.6961 2020-07-22 19:11:59,693 - mmaction - INFO - Epoch [22][620/940] lr: 1.000e-02, eta: 15:34:16, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5678, top5_acc: 0.7975, loss_cls: 1.8000, loss: 1.8000, grad_norm: 4.5165 2020-07-22 19:12:12,191 - mmaction - INFO - Epoch [22][640/940] lr: 1.000e-02, eta: 15:33:51, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5535, top5_acc: 0.8010, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.6003 2020-07-22 19:12:24,630 - mmaction - INFO - Epoch [22][660/940] lr: 1.000e-02, eta: 15:33:25, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5551, top5_acc: 0.7875, loss_cls: 1.8766, loss: 1.8766, grad_norm: 4.6711 2020-07-22 19:12:36,482 - mmaction - INFO - Epoch [22][680/940] lr: 1.000e-02, eta: 15:32:58, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8212, loss: 1.8212, grad_norm: 4.6044 2020-07-22 19:12:49,173 - mmaction - INFO - Epoch [22][700/940] lr: 1.000e-02, eta: 15:32:34, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5459, top5_acc: 0.7791, loss_cls: 1.9123, loss: 1.9123, grad_norm: 4.7288 2020-07-22 19:13:01,284 - mmaction - INFO - Epoch [22][720/940] lr: 1.000e-02, eta: 15:32:07, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5545, top5_acc: 0.7775, loss_cls: 1.8991, loss: 1.8991, grad_norm: 4.6154 2020-07-22 19:13:13,284 - mmaction - INFO - Epoch [22][740/940] lr: 1.000e-02, eta: 15:31:41, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5496, top5_acc: 0.7762, loss_cls: 1.9258, loss: 1.9258, grad_norm: 4.7083 2020-07-22 19:13:25,868 - mmaction - INFO - Epoch [22][760/940] lr: 1.000e-02, eta: 15:31:16, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5486, top5_acc: 0.7846, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.6197 2020-07-22 19:13:37,782 - mmaction - INFO - Epoch [22][780/940] lr: 1.000e-02, eta: 15:30:49, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5621, top5_acc: 0.7951, loss_cls: 1.8199, loss: 1.8199, grad_norm: 4.4956 2020-07-22 19:13:49,640 - mmaction - INFO - Epoch [22][800/940] lr: 1.000e-02, eta: 15:30:22, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5572, top5_acc: 0.7854, loss_cls: 1.8775, loss: 1.8775, grad_norm: 4.5826 2020-07-22 19:14:01,499 - mmaction - INFO - Epoch [22][820/940] lr: 1.000e-02, eta: 15:29:55, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5635, top5_acc: 0.7908, loss_cls: 1.8249, loss: 1.8249, grad_norm: 4.6586 2020-07-22 19:14:13,261 - mmaction - INFO - Epoch [22][840/940] lr: 1.000e-02, eta: 15:29:27, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5570, top5_acc: 0.7928, loss_cls: 1.8448, loss: 1.8448, grad_norm: 4.5964 2020-07-22 19:14:25,097 - mmaction - INFO - Epoch [22][860/940] lr: 1.000e-02, eta: 15:29:00, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5668, top5_acc: 0.7920, loss_cls: 1.8227, loss: 1.8227, grad_norm: 4.5243 2020-07-22 19:14:36,870 - mmaction - INFO - Epoch [22][880/940] lr: 1.000e-02, eta: 15:28:33, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5512, top5_acc: 0.7846, loss_cls: 1.8968, loss: 1.8968, grad_norm: 4.6745 2020-07-22 19:14:49,400 - mmaction - INFO - Epoch [22][900/940] lr: 1.000e-02, eta: 15:28:08, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5627, top5_acc: 0.7816, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.6395 2020-07-22 19:15:01,190 - mmaction - INFO - Epoch [22][920/940] lr: 1.000e-02, eta: 15:27:41, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5518, top5_acc: 0.7920, loss_cls: 1.8657, loss: 1.8657, grad_norm: 4.7432 2020-07-22 19:15:12,434 - mmaction - INFO - Epoch [22][940/940] lr: 1.000e-02, eta: 15:27:12, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.5482, top5_acc: 0.7907, loss_cls: 1.8821, loss: 1.8821, grad_norm: 4.7782 2020-07-22 19:18:08,904 - mmaction - INFO - Epoch [23][20/940] lr: 1.000e-02, eta: 15:36:14, time: 8.621, data_time: 7.894, memory: 8344, top1_acc: 0.5670, top5_acc: 0.7990, loss_cls: 1.8185, loss: 1.8185, grad_norm: 4.5487 2020-07-22 19:18:20,734 - mmaction - INFO - Epoch [23][40/940] lr: 1.000e-02, eta: 15:35:46, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7922, loss_cls: 1.8398, loss: 1.8398, grad_norm: 4.5928 2020-07-22 19:18:33,260 - mmaction - INFO - Epoch [23][60/940] lr: 1.000e-02, eta: 15:35:21, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5699, top5_acc: 0.7904, loss_cls: 1.8359, loss: 1.8359, grad_norm: 4.5884 2020-07-22 19:18:45,879 - mmaction - INFO - Epoch [23][80/940] lr: 1.000e-02, eta: 15:34:56, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5707, top5_acc: 0.8031, loss_cls: 1.7715, loss: 1.7715, grad_norm: 4.5939 2020-07-22 19:18:57,613 - mmaction - INFO - Epoch [23][100/940] lr: 1.000e-02, eta: 15:34:28, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.5631, top5_acc: 0.8014, loss_cls: 1.8117, loss: 1.8117, grad_norm: 4.6519 2020-07-22 19:19:10,236 - mmaction - INFO - Epoch [23][120/940] lr: 1.000e-02, eta: 15:34:03, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5713, top5_acc: 0.7975, loss_cls: 1.8306, loss: 1.8306, grad_norm: 4.6494 2020-07-22 19:19:22,739 - mmaction - INFO - Epoch [23][140/940] lr: 1.000e-02, eta: 15:33:38, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5615, top5_acc: 0.7836, loss_cls: 1.8495, loss: 1.8495, grad_norm: 4.6339 2020-07-22 19:19:34,722 - mmaction - INFO - Epoch [23][160/940] lr: 1.000e-02, eta: 15:33:11, time: 0.599, data_time: 0.012, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7959, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.5826 2020-07-22 19:19:46,551 - mmaction - INFO - Epoch [23][180/940] lr: 1.000e-02, eta: 15:32:43, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5668, top5_acc: 0.7998, loss_cls: 1.8291, loss: 1.8291, grad_norm: 4.6366 2020-07-22 19:19:59,135 - mmaction - INFO - Epoch [23][200/940] lr: 1.000e-02, eta: 15:32:19, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5629, top5_acc: 0.7969, loss_cls: 1.8225, loss: 1.8225, grad_norm: 4.6345 2020-07-22 19:20:10,983 - mmaction - INFO - Epoch [23][220/940] lr: 1.000e-02, eta: 15:31:51, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5570, top5_acc: 0.7906, loss_cls: 1.8559, loss: 1.8559, grad_norm: 4.6741 2020-07-22 19:20:23,567 - mmaction - INFO - Epoch [23][240/940] lr: 1.000e-02, eta: 15:31:26, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5670, top5_acc: 0.7852, loss_cls: 1.8440, loss: 1.8440, grad_norm: 4.5824 2020-07-22 19:20:35,394 - mmaction - INFO - Epoch [23][260/940] lr: 1.000e-02, eta: 15:30:59, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5697, top5_acc: 0.7977, loss_cls: 1.8006, loss: 1.8006, grad_norm: 4.5526 2020-07-22 19:20:47,211 - mmaction - INFO - Epoch [23][280/940] lr: 1.000e-02, eta: 15:30:32, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7871, loss_cls: 1.8519, loss: 1.8519, grad_norm: 4.6627 2020-07-22 19:20:59,144 - mmaction - INFO - Epoch [23][300/940] lr: 1.000e-02, eta: 15:30:05, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5564, top5_acc: 0.7945, loss_cls: 1.8441, loss: 1.8441, grad_norm: 4.5862 2020-07-22 19:21:11,704 - mmaction - INFO - Epoch [23][320/940] lr: 1.000e-02, eta: 15:29:40, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7826, loss_cls: 1.8658, loss: 1.8658, grad_norm: 4.6429 2020-07-22 19:21:24,313 - mmaction - INFO - Epoch [23][340/940] lr: 1.000e-02, eta: 15:29:15, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5758, top5_acc: 0.7969, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.5909 2020-07-22 19:21:36,117 - mmaction - INFO - Epoch [23][360/940] lr: 1.000e-02, eta: 15:28:48, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5604, top5_acc: 0.7902, loss_cls: 1.8471, loss: 1.8471, grad_norm: 4.7275 2020-07-22 19:21:47,947 - mmaction - INFO - Epoch [23][380/940] lr: 1.000e-02, eta: 15:28:21, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5563, top5_acc: 0.7900, loss_cls: 1.8283, loss: 1.8283, grad_norm: 4.6983 2020-07-22 19:21:59,815 - mmaction - INFO - Epoch [23][400/940] lr: 1.000e-02, eta: 15:27:54, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5691, top5_acc: 0.7932, loss_cls: 1.7928, loss: 1.7928, grad_norm: 4.6285 2020-07-22 19:22:11,717 - mmaction - INFO - Epoch [23][420/940] lr: 1.000e-02, eta: 15:27:27, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5648, top5_acc: 0.7871, loss_cls: 1.8445, loss: 1.8445, grad_norm: 4.7551 2020-07-22 19:22:24,351 - mmaction - INFO - Epoch [23][440/940] lr: 1.000e-02, eta: 15:27:02, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5564, top5_acc: 0.7896, loss_cls: 1.8547, loss: 1.8547, grad_norm: 4.6630 2020-07-22 19:22:36,149 - mmaction - INFO - Epoch [23][460/940] lr: 1.000e-02, eta: 15:26:35, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5652, top5_acc: 0.7910, loss_cls: 1.8398, loss: 1.8398, grad_norm: 4.6565 2020-07-22 19:22:48,876 - mmaction - INFO - Epoch [23][480/940] lr: 1.000e-02, eta: 15:26:11, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7939, loss_cls: 1.8211, loss: 1.8211, grad_norm: 4.6130 2020-07-22 19:23:00,693 - mmaction - INFO - Epoch [23][500/940] lr: 1.000e-02, eta: 15:25:44, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7871, loss_cls: 1.8858, loss: 1.8858, grad_norm: 4.7337 2020-07-22 19:23:13,184 - mmaction - INFO - Epoch [23][520/940] lr: 1.000e-02, eta: 15:25:19, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5584, top5_acc: 0.7873, loss_cls: 1.8843, loss: 1.8843, grad_norm: 4.7970 2020-07-22 19:23:25,080 - mmaction - INFO - Epoch [23][540/940] lr: 1.000e-02, eta: 15:24:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7885, loss_cls: 1.8809, loss: 1.8809, grad_norm: 4.6964 2020-07-22 19:23:37,800 - mmaction - INFO - Epoch [23][560/940] lr: 1.000e-02, eta: 15:24:29, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7852, loss_cls: 1.8765, loss: 1.8765, grad_norm: 4.6090 2020-07-22 19:23:49,697 - mmaction - INFO - Epoch [23][580/940] lr: 1.000e-02, eta: 15:24:02, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7896, loss_cls: 1.8464, loss: 1.8464, grad_norm: 4.6458 2020-07-22 19:24:02,151 - mmaction - INFO - Epoch [23][600/940] lr: 1.000e-02, eta: 15:23:37, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5602, top5_acc: 0.7840, loss_cls: 1.8526, loss: 1.8526, grad_norm: 4.5934 2020-07-22 19:24:14,553 - mmaction - INFO - Epoch [23][620/940] lr: 1.000e-02, eta: 15:23:12, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5592, top5_acc: 0.7889, loss_cls: 1.8284, loss: 1.8284, grad_norm: 4.6451 2020-07-22 19:24:26,268 - mmaction - INFO - Epoch [23][640/940] lr: 1.000e-02, eta: 15:22:45, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.5576, top5_acc: 0.7910, loss_cls: 1.8642, loss: 1.8642, grad_norm: 4.7213 2020-07-22 19:24:38,114 - mmaction - INFO - Epoch [23][660/940] lr: 1.000e-02, eta: 15:22:18, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5668, top5_acc: 0.7967, loss_cls: 1.7880, loss: 1.7880, grad_norm: 4.5567 2020-07-22 19:24:49,956 - mmaction - INFO - Epoch [23][680/940] lr: 1.000e-02, eta: 15:21:52, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7830, loss_cls: 1.8612, loss: 1.8612, grad_norm: 4.5947 2020-07-22 19:25:01,808 - mmaction - INFO - Epoch [23][700/940] lr: 1.000e-02, eta: 15:21:25, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5559, top5_acc: 0.7910, loss_cls: 1.8706, loss: 1.8706, grad_norm: 4.6284 2020-07-22 19:25:14,436 - mmaction - INFO - Epoch [23][720/940] lr: 1.000e-02, eta: 15:21:01, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5613, top5_acc: 0.7883, loss_cls: 1.8509, loss: 1.8509, grad_norm: 4.6227 2020-07-22 19:25:29,291 - mmaction - INFO - Epoch [23][740/940] lr: 1.000e-02, eta: 15:20:44, time: 0.743, data_time: 0.002, memory: 8344, top1_acc: 0.5549, top5_acc: 0.7900, loss_cls: 1.8551, loss: 1.8551, grad_norm: 4.6837 2020-07-22 19:25:42,007 - mmaction - INFO - Epoch [23][760/940] lr: 1.000e-02, eta: 15:20:21, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5543, top5_acc: 0.7859, loss_cls: 1.8859, loss: 1.8859, grad_norm: 4.7548 2020-07-22 19:25:54,561 - mmaction - INFO - Epoch [23][780/940] lr: 1.000e-02, eta: 15:19:56, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5582, top5_acc: 0.7852, loss_cls: 1.8707, loss: 1.8707, grad_norm: 4.5532 2020-07-22 19:26:06,359 - mmaction - INFO - Epoch [23][800/940] lr: 1.000e-02, eta: 15:19:30, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5621, top5_acc: 0.7955, loss_cls: 1.8377, loss: 1.8377, grad_norm: 4.6463 2020-07-22 19:26:18,631 - mmaction - INFO - Epoch [23][820/940] lr: 1.000e-02, eta: 15:19:04, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.5723, top5_acc: 0.7904, loss_cls: 1.8402, loss: 1.8402, grad_norm: 4.6757 2020-07-22 19:26:31,288 - mmaction - INFO - Epoch [23][840/940] lr: 1.000e-02, eta: 15:18:41, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5584, top5_acc: 0.7898, loss_cls: 1.8732, loss: 1.8732, grad_norm: 4.6623 2020-07-22 19:26:43,596 - mmaction - INFO - Epoch [23][860/940] lr: 1.000e-02, eta: 15:18:16, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.5553, top5_acc: 0.7951, loss_cls: 1.8396, loss: 1.8396, grad_norm: 4.6503 2020-07-22 19:26:55,480 - mmaction - INFO - Epoch [23][880/940] lr: 1.000e-02, eta: 15:17:49, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5467, top5_acc: 0.7973, loss_cls: 1.8636, loss: 1.8636, grad_norm: 4.7075 2020-07-22 19:27:07,317 - mmaction - INFO - Epoch [23][900/940] lr: 1.000e-02, eta: 15:17:23, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5604, top5_acc: 0.7848, loss_cls: 1.8625, loss: 1.8625, grad_norm: 4.6962 2020-07-22 19:27:19,204 - mmaction - INFO - Epoch [23][920/940] lr: 1.000e-02, eta: 15:16:57, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.8294, loss: 1.8294, grad_norm: 4.6347 2020-07-22 19:27:30,468 - mmaction - INFO - Epoch [23][940/940] lr: 1.000e-02, eta: 15:16:28, time: 0.564, data_time: 0.002, memory: 8344, top1_acc: 0.5427, top5_acc: 0.7807, loss_cls: 1.9129, loss: 1.9129, grad_norm: 4.8039 2020-07-22 19:30:05,761 - mmaction - INFO - Epoch [24][20/940] lr: 1.000e-02, eta: 15:23:12, time: 7.021, data_time: 6.387, memory: 8344, top1_acc: 0.5773, top5_acc: 0.8012, loss_cls: 1.8103, loss: 1.8103, grad_norm: 4.5669 2020-07-22 19:30:17,437 - mmaction - INFO - Epoch [24][40/940] lr: 1.000e-02, eta: 15:22:44, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5676, top5_acc: 0.8014, loss_cls: 1.8124, loss: 1.8124, grad_norm: 4.6508 2020-07-22 19:30:29,810 - mmaction - INFO - Epoch [24][60/940] lr: 1.000e-02, eta: 15:22:19, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5635, top5_acc: 0.7918, loss_cls: 1.8191, loss: 1.8191, grad_norm: 4.5990 2020-07-22 19:30:42,327 - mmaction - INFO - Epoch [24][80/940] lr: 1.000e-02, eta: 15:21:55, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5664, top5_acc: 0.7979, loss_cls: 1.8166, loss: 1.8166, grad_norm: 4.6193 2020-07-22 19:30:54,208 - mmaction - INFO - Epoch [24][100/940] lr: 1.000e-02, eta: 15:21:28, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5627, top5_acc: 0.7969, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.5773 2020-07-22 19:31:05,991 - mmaction - INFO - Epoch [24][120/940] lr: 1.000e-02, eta: 15:21:01, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5668, top5_acc: 0.7988, loss_cls: 1.8023, loss: 1.8023, grad_norm: 4.5862 2020-07-22 19:31:17,787 - mmaction - INFO - Epoch [24][140/940] lr: 1.000e-02, eta: 15:20:34, time: 0.590, data_time: 0.004, memory: 8344, top1_acc: 0.5791, top5_acc: 0.7959, loss_cls: 1.7688, loss: 1.7688, grad_norm: 4.5673 2020-07-22 19:31:29,775 - mmaction - INFO - Epoch [24][160/940] lr: 1.000e-02, eta: 15:20:08, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5609, top5_acc: 0.7922, loss_cls: 1.8287, loss: 1.8287, grad_norm: 4.6530 2020-07-22 19:31:41,521 - mmaction - INFO - Epoch [24][180/940] lr: 1.000e-02, eta: 15:19:41, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5664, top5_acc: 0.7953, loss_cls: 1.8271, loss: 1.8271, grad_norm: 4.5888 2020-07-22 19:31:54,220 - mmaction - INFO - Epoch [24][200/940] lr: 1.000e-02, eta: 15:19:17, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5785, top5_acc: 0.7961, loss_cls: 1.7785, loss: 1.7785, grad_norm: 4.5431 2020-07-22 19:32:05,960 - mmaction - INFO - Epoch [24][220/940] lr: 1.000e-02, eta: 15:18:50, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8613, loss: 1.8613, grad_norm: 4.6618 2020-07-22 19:32:17,779 - mmaction - INFO - Epoch [24][240/940] lr: 1.000e-02, eta: 15:18:23, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5713, top5_acc: 0.7998, loss_cls: 1.7877, loss: 1.7877, grad_norm: 4.5495 2020-07-22 19:32:30,195 - mmaction - INFO - Epoch [24][260/940] lr: 1.000e-02, eta: 15:17:58, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5543, top5_acc: 0.7885, loss_cls: 1.8510, loss: 1.8510, grad_norm: 4.5856 2020-07-22 19:32:42,576 - mmaction - INFO - Epoch [24][280/940] lr: 1.000e-02, eta: 15:17:34, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.5699, top5_acc: 0.7986, loss_cls: 1.8245, loss: 1.8245, grad_norm: 4.6699 2020-07-22 19:32:54,333 - mmaction - INFO - Epoch [24][300/940] lr: 1.000e-02, eta: 15:17:07, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5637, top5_acc: 0.7951, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.6971 2020-07-22 19:33:06,828 - mmaction - INFO - Epoch [24][320/940] lr: 1.000e-02, eta: 15:16:42, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5727, top5_acc: 0.7998, loss_cls: 1.7901, loss: 1.7901, grad_norm: 4.5596 2020-07-22 19:33:18,646 - mmaction - INFO - Epoch [24][340/940] lr: 1.000e-02, eta: 15:16:16, time: 0.595, data_time: 0.005, memory: 8344, top1_acc: 0.5691, top5_acc: 0.7910, loss_cls: 1.8145, loss: 1.8145, grad_norm: 4.5080 2020-07-22 19:33:31,154 - mmaction - INFO - Epoch [24][360/940] lr: 1.000e-02, eta: 15:15:52, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.5637, top5_acc: 0.7961, loss_cls: 1.8176, loss: 1.8176, grad_norm: 4.5951 2020-07-22 19:33:43,691 - mmaction - INFO - Epoch [24][380/940] lr: 1.000e-02, eta: 15:15:27, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5621, top5_acc: 0.7943, loss_cls: 1.8321, loss: 1.8321, grad_norm: 4.6407 2020-07-22 19:33:55,602 - mmaction - INFO - Epoch [24][400/940] lr: 1.000e-02, eta: 15:15:01, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.5609, top5_acc: 0.7990, loss_cls: 1.8148, loss: 1.8148, grad_norm: 4.6424 2020-07-22 19:34:07,410 - mmaction - INFO - Epoch [24][420/940] lr: 1.000e-02, eta: 15:14:35, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5654, top5_acc: 0.7900, loss_cls: 1.8558, loss: 1.8558, grad_norm: 4.6462 2020-07-22 19:34:19,201 - mmaction - INFO - Epoch [24][440/940] lr: 1.000e-02, eta: 15:14:08, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5635, top5_acc: 0.7854, loss_cls: 1.8518, loss: 1.8518, grad_norm: 4.6511 2020-07-22 19:34:31,164 - mmaction - INFO - Epoch [24][460/940] lr: 1.000e-02, eta: 15:13:42, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5680, top5_acc: 0.7865, loss_cls: 1.8400, loss: 1.8400, grad_norm: 4.6532 2020-07-22 19:34:43,809 - mmaction - INFO - Epoch [24][480/940] lr: 1.000e-02, eta: 15:13:19, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5559, top5_acc: 0.7893, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.7343 2020-07-22 19:34:55,620 - mmaction - INFO - Epoch [24][500/940] lr: 1.000e-02, eta: 15:12:52, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7924, loss_cls: 1.8376, loss: 1.8376, grad_norm: 4.7385 2020-07-22 19:35:07,462 - mmaction - INFO - Epoch [24][520/940] lr: 1.000e-02, eta: 15:12:26, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7896, loss_cls: 1.8644, loss: 1.8644, grad_norm: 4.6639 2020-07-22 19:35:19,219 - mmaction - INFO - Epoch [24][540/940] lr: 1.000e-02, eta: 15:11:59, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7930, loss_cls: 1.8269, loss: 1.8269, grad_norm: 4.6141 2020-07-22 19:35:31,050 - mmaction - INFO - Epoch [24][560/940] lr: 1.000e-02, eta: 15:11:33, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5482, top5_acc: 0.7955, loss_cls: 1.8534, loss: 1.8534, grad_norm: 4.7238 2020-07-22 19:35:43,475 - mmaction - INFO - Epoch [24][580/940] lr: 1.000e-02, eta: 15:11:09, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7918, loss_cls: 1.8629, loss: 1.8629, grad_norm: 4.6672 2020-07-22 19:35:55,274 - mmaction - INFO - Epoch [24][600/940] lr: 1.000e-02, eta: 15:10:42, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7941, loss_cls: 1.8517, loss: 1.8517, grad_norm: 4.6943 2020-07-22 19:36:07,123 - mmaction - INFO - Epoch [24][620/940] lr: 1.000e-02, eta: 15:10:16, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5604, top5_acc: 0.7891, loss_cls: 1.8481, loss: 1.8481, grad_norm: 4.6600 2020-07-22 19:36:19,791 - mmaction - INFO - Epoch [24][640/940] lr: 1.000e-02, eta: 15:09:53, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5637, top5_acc: 0.7916, loss_cls: 1.8278, loss: 1.8278, grad_norm: 4.5755 2020-07-22 19:36:31,717 - mmaction - INFO - Epoch [24][660/940] lr: 1.000e-02, eta: 15:09:27, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.5615, top5_acc: 0.7982, loss_cls: 1.8404, loss: 1.8404, grad_norm: 4.6399 2020-07-22 19:36:43,707 - mmaction - INFO - Epoch [24][680/940] lr: 1.000e-02, eta: 15:09:01, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5549, top5_acc: 0.7900, loss_cls: 1.8570, loss: 1.8570, grad_norm: 4.6041 2020-07-22 19:36:55,518 - mmaction - INFO - Epoch [24][700/940] lr: 1.000e-02, eta: 15:08:35, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5693, top5_acc: 0.7969, loss_cls: 1.8237, loss: 1.8237, grad_norm: 4.5962 2020-07-22 19:37:08,077 - mmaction - INFO - Epoch [24][720/940] lr: 1.000e-02, eta: 15:08:12, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7857, loss_cls: 1.8321, loss: 1.8321, grad_norm: 4.6049 2020-07-22 19:37:20,352 - mmaction - INFO - Epoch [24][740/940] lr: 1.000e-02, eta: 15:07:47, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.5656, top5_acc: 0.8008, loss_cls: 1.8093, loss: 1.8093, grad_norm: 4.5764 2020-07-22 19:37:32,200 - mmaction - INFO - Epoch [24][760/940] lr: 1.000e-02, eta: 15:07:21, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5592, top5_acc: 0.7887, loss_cls: 1.8786, loss: 1.8786, grad_norm: 4.6726 2020-07-22 19:37:44,712 - mmaction - INFO - Epoch [24][780/940] lr: 1.000e-02, eta: 15:06:57, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.5553, top5_acc: 0.7799, loss_cls: 1.9175, loss: 1.9175, grad_norm: 4.7226 2020-07-22 19:37:57,289 - mmaction - INFO - Epoch [24][800/940] lr: 1.000e-02, eta: 15:06:34, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.5691, top5_acc: 0.7984, loss_cls: 1.8135, loss: 1.8135, grad_norm: 4.6245 2020-07-22 19:38:09,083 - mmaction - INFO - Epoch [24][820/940] lr: 1.000e-02, eta: 15:06:08, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5682, top5_acc: 0.7947, loss_cls: 1.8317, loss: 1.8317, grad_norm: 4.7021 2020-07-22 19:38:21,713 - mmaction - INFO - Epoch [24][840/940] lr: 1.000e-02, eta: 15:05:44, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5615, top5_acc: 0.7900, loss_cls: 1.8626, loss: 1.8626, grad_norm: 4.7328 2020-07-22 19:38:34,093 - mmaction - INFO - Epoch [24][860/940] lr: 1.000e-02, eta: 15:05:20, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.5652, top5_acc: 0.7861, loss_cls: 1.8292, loss: 1.8292, grad_norm: 4.6231 2020-07-22 19:38:45,896 - mmaction - INFO - Epoch [24][880/940] lr: 1.000e-02, eta: 15:04:54, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5580, top5_acc: 0.7908, loss_cls: 1.8415, loss: 1.8415, grad_norm: 4.6170 2020-07-22 19:38:57,740 - mmaction - INFO - Epoch [24][900/940] lr: 1.000e-02, eta: 15:04:28, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5592, top5_acc: 0.7818, loss_cls: 1.8803, loss: 1.8803, grad_norm: 4.6834 2020-07-22 19:39:10,229 - mmaction - INFO - Epoch [24][920/940] lr: 1.000e-02, eta: 15:04:05, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5598, top5_acc: 0.7910, loss_cls: 1.8443, loss: 1.8443, grad_norm: 4.6566 2020-07-22 19:39:21,486 - mmaction - INFO - Epoch [24][940/940] lr: 1.000e-02, eta: 15:03:37, time: 0.564, data_time: 0.003, memory: 8344, top1_acc: 0.5541, top5_acc: 0.7890, loss_cls: 1.8515, loss: 1.8515, grad_norm: 4.6281 2020-07-22 19:42:05,611 - mmaction - INFO - Epoch [25][20/940] lr: 1.000e-02, eta: 15:10:55, time: 7.924, data_time: 7.292, memory: 8344, top1_acc: 0.5586, top5_acc: 0.7871, loss_cls: 1.8198, loss: 1.8198, grad_norm: 4.6248 2020-07-22 19:42:17,401 - mmaction - INFO - Epoch [25][40/940] lr: 1.000e-02, eta: 15:10:29, time: 0.590, data_time: 0.008, memory: 8344, top1_acc: 0.5582, top5_acc: 0.7908, loss_cls: 1.8589, loss: 1.8589, grad_norm: 4.7293 2020-07-22 19:42:29,770 - mmaction - INFO - Epoch [25][60/940] lr: 1.000e-02, eta: 15:10:04, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.5643, top5_acc: 0.7980, loss_cls: 1.8212, loss: 1.8212, grad_norm: 4.5799 2020-07-22 19:42:42,310 - mmaction - INFO - Epoch [25][80/940] lr: 1.000e-02, eta: 15:09:40, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8059, loss_cls: 1.7539, loss: 1.7539, grad_norm: 4.5715 2020-07-22 19:42:54,113 - mmaction - INFO - Epoch [25][100/940] lr: 1.000e-02, eta: 15:09:14, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5822, top5_acc: 0.8051, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.5677 2020-07-22 19:43:06,761 - mmaction - INFO - Epoch [25][120/940] lr: 1.000e-02, eta: 15:08:50, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5768, top5_acc: 0.8021, loss_cls: 1.7777, loss: 1.7777, grad_norm: 4.6062 2020-07-22 19:43:19,239 - mmaction - INFO - Epoch [25][140/940] lr: 1.000e-02, eta: 15:08:26, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.5678, top5_acc: 0.7887, loss_cls: 1.8289, loss: 1.8289, grad_norm: 4.6859 2020-07-22 19:43:31,523 - mmaction - INFO - Epoch [25][160/940] lr: 1.000e-02, eta: 15:08:01, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7986, loss_cls: 1.7650, loss: 1.7650, grad_norm: 4.6064 2020-07-22 19:43:43,336 - mmaction - INFO - Epoch [25][180/940] lr: 1.000e-02, eta: 15:07:35, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5678, top5_acc: 0.7947, loss_cls: 1.8245, loss: 1.8245, grad_norm: 4.6394 2020-07-22 19:43:55,888 - mmaction - INFO - Epoch [25][200/940] lr: 1.000e-02, eta: 15:07:11, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.5697, top5_acc: 0.7959, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.6169 2020-07-22 19:44:08,464 - mmaction - INFO - Epoch [25][220/940] lr: 1.000e-02, eta: 15:06:48, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5730, top5_acc: 0.7998, loss_cls: 1.7661, loss: 1.7661, grad_norm: 4.6140 2020-07-22 19:44:20,251 - mmaction - INFO - Epoch [25][240/940] lr: 1.000e-02, eta: 15:06:22, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5670, top5_acc: 0.7910, loss_cls: 1.8391, loss: 1.8391, grad_norm: 4.7132 2020-07-22 19:44:32,508 - mmaction - INFO - Epoch [25][260/940] lr: 1.000e-02, eta: 15:05:57, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.5539, top5_acc: 0.7930, loss_cls: 1.8167, loss: 1.8167, grad_norm: 4.7221 2020-07-22 19:44:44,403 - mmaction - INFO - Epoch [25][280/940] lr: 1.000e-02, eta: 15:05:31, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5672, top5_acc: 0.7916, loss_cls: 1.8055, loss: 1.8055, grad_norm: 4.6183 2020-07-22 19:44:57,577 - mmaction - INFO - Epoch [25][300/940] lr: 1.000e-02, eta: 15:05:09, time: 0.657, data_time: 0.002, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8037, loss_cls: 1.7662, loss: 1.7662, grad_norm: 4.5954 2020-07-22 19:45:09,362 - mmaction - INFO - Epoch [25][320/940] lr: 1.000e-02, eta: 15:04:43, time: 0.590, data_time: 0.005, memory: 8344, top1_acc: 0.5768, top5_acc: 0.8012, loss_cls: 1.7817, loss: 1.7817, grad_norm: 4.6709 2020-07-22 19:45:21,239 - mmaction - INFO - Epoch [25][340/940] lr: 1.000e-02, eta: 15:04:17, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5654, top5_acc: 0.7906, loss_cls: 1.8147, loss: 1.8147, grad_norm: 4.6232 2020-07-22 19:45:33,116 - mmaction - INFO - Epoch [25][360/940] lr: 1.000e-02, eta: 15:03:52, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5672, top5_acc: 0.7854, loss_cls: 1.8429, loss: 1.8429, grad_norm: 4.6986 2020-07-22 19:45:44,960 - mmaction - INFO - Epoch [25][380/940] lr: 1.000e-02, eta: 15:03:26, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5756, top5_acc: 0.8016, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.7049 2020-07-22 19:45:56,825 - mmaction - INFO - Epoch [25][400/940] lr: 1.000e-02, eta: 15:03:00, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7904, loss_cls: 1.8373, loss: 1.8373, grad_norm: 4.6886 2020-07-22 19:46:08,753 - mmaction - INFO - Epoch [25][420/940] lr: 1.000e-02, eta: 15:02:34, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5656, top5_acc: 0.7965, loss_cls: 1.8010, loss: 1.8010, grad_norm: 4.5880 2020-07-22 19:46:21,113 - mmaction - INFO - Epoch [25][440/940] lr: 1.000e-02, eta: 15:02:10, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7953, loss_cls: 1.7976, loss: 1.7976, grad_norm: 4.6410 2020-07-22 19:46:32,841 - mmaction - INFO - Epoch [25][460/940] lr: 1.000e-02, eta: 15:01:44, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.5662, top5_acc: 0.8004, loss_cls: 1.8208, loss: 1.8208, grad_norm: 4.7381 2020-07-22 19:46:44,584 - mmaction - INFO - Epoch [25][480/940] lr: 1.000e-02, eta: 15:01:18, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5621, top5_acc: 0.7887, loss_cls: 1.8209, loss: 1.8209, grad_norm: 4.6359 2020-07-22 19:46:57,314 - mmaction - INFO - Epoch [25][500/940] lr: 1.000e-02, eta: 15:00:55, time: 0.636, data_time: 0.001, memory: 8344, top1_acc: 0.5664, top5_acc: 0.7918, loss_cls: 1.8281, loss: 1.8281, grad_norm: 4.6467 2020-07-22 19:47:09,710 - mmaction - INFO - Epoch [25][520/940] lr: 1.000e-02, eta: 15:00:31, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5748, top5_acc: 0.7898, loss_cls: 1.8340, loss: 1.8340, grad_norm: 4.7231 2020-07-22 19:47:21,716 - mmaction - INFO - Epoch [25][540/940] lr: 1.000e-02, eta: 15:00:06, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5687, top5_acc: 0.7971, loss_cls: 1.8093, loss: 1.8093, grad_norm: 4.6480 2020-07-22 19:47:33,549 - mmaction - INFO - Epoch [25][560/940] lr: 1.000e-02, eta: 14:59:40, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5678, top5_acc: 0.7984, loss_cls: 1.7960, loss: 1.7960, grad_norm: 4.6587 2020-07-22 19:47:46,141 - mmaction - INFO - Epoch [25][580/940] lr: 1.000e-02, eta: 14:59:17, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.5629, top5_acc: 0.7887, loss_cls: 1.8511, loss: 1.8511, grad_norm: 4.7465 2020-07-22 19:47:58,546 - mmaction - INFO - Epoch [25][600/940] lr: 1.000e-02, eta: 14:58:53, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5672, top5_acc: 0.7973, loss_cls: 1.8278, loss: 1.8278, grad_norm: 4.7050 2020-07-22 19:48:10,574 - mmaction - INFO - Epoch [25][620/940] lr: 1.000e-02, eta: 14:58:28, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5541, top5_acc: 0.7873, loss_cls: 1.8624, loss: 1.8624, grad_norm: 4.8229 2020-07-22 19:48:23,027 - mmaction - INFO - Epoch [25][640/940] lr: 1.000e-02, eta: 14:58:05, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5559, top5_acc: 0.7893, loss_cls: 1.8558, loss: 1.8558, grad_norm: 4.6549 2020-07-22 19:48:34,760 - mmaction - INFO - Epoch [25][660/940] lr: 1.000e-02, eta: 14:57:39, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5725, top5_acc: 0.7936, loss_cls: 1.8201, loss: 1.8201, grad_norm: 4.6770 2020-07-22 19:48:47,293 - mmaction - INFO - Epoch [25][680/940] lr: 1.000e-02, eta: 14:57:15, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5680, top5_acc: 0.7832, loss_cls: 1.8494, loss: 1.8494, grad_norm: 4.7030 2020-07-22 19:48:59,155 - mmaction - INFO - Epoch [25][700/940] lr: 1.000e-02, eta: 14:56:50, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5643, top5_acc: 0.7875, loss_cls: 1.8742, loss: 1.8742, grad_norm: 4.7621 2020-07-22 19:49:10,981 - mmaction - INFO - Epoch [25][720/940] lr: 1.000e-02, eta: 14:56:24, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7891, loss_cls: 1.8515, loss: 1.8515, grad_norm: 4.7016 2020-07-22 19:49:23,019 - mmaction - INFO - Epoch [25][740/940] lr: 1.000e-02, eta: 14:55:59, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5631, top5_acc: 0.7932, loss_cls: 1.8342, loss: 1.8342, grad_norm: 4.6936 2020-07-22 19:49:34,904 - mmaction - INFO - Epoch [25][760/940] lr: 1.000e-02, eta: 14:55:34, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5715, top5_acc: 0.7895, loss_cls: 1.8217, loss: 1.8217, grad_norm: 4.6747 2020-07-22 19:49:46,731 - mmaction - INFO - Epoch [25][780/940] lr: 1.000e-02, eta: 14:55:09, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5580, top5_acc: 0.7842, loss_cls: 1.8491, loss: 1.8491, grad_norm: 4.6877 2020-07-22 19:49:59,298 - mmaction - INFO - Epoch [25][800/940] lr: 1.000e-02, eta: 14:54:46, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5641, top5_acc: 0.7973, loss_cls: 1.8355, loss: 1.8355, grad_norm: 4.7198 2020-07-22 19:50:11,151 - mmaction - INFO - Epoch [25][820/940] lr: 1.000e-02, eta: 14:54:20, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5584, top5_acc: 0.7881, loss_cls: 1.8438, loss: 1.8438, grad_norm: 4.6813 2020-07-22 19:50:23,031 - mmaction - INFO - Epoch [25][840/940] lr: 1.000e-02, eta: 14:53:55, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5680, top5_acc: 0.7947, loss_cls: 1.8443, loss: 1.8443, grad_norm: 4.6973 2020-07-22 19:50:34,807 - mmaction - INFO - Epoch [25][860/940] lr: 1.000e-02, eta: 14:53:30, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5713, top5_acc: 0.7959, loss_cls: 1.8257, loss: 1.8257, grad_norm: 4.6551 2020-07-22 19:50:47,211 - mmaction - INFO - Epoch [25][880/940] lr: 1.000e-02, eta: 14:53:06, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8352, loss: 1.8352, grad_norm: 4.6581 2020-07-22 19:50:59,955 - mmaction - INFO - Epoch [25][900/940] lr: 1.000e-02, eta: 14:52:43, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.5586, top5_acc: 0.7975, loss_cls: 1.8198, loss: 1.8198, grad_norm: 4.6733 2020-07-22 19:51:11,689 - mmaction - INFO - Epoch [25][920/940] lr: 1.000e-02, eta: 14:52:18, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.8697, loss: 1.8697, grad_norm: 4.6113 2020-07-22 19:51:23,005 - mmaction - INFO - Epoch [25][940/940] lr: 1.000e-02, eta: 14:51:51, time: 0.566, data_time: 0.002, memory: 8344, top1_acc: 0.5604, top5_acc: 0.7925, loss_cls: 1.8588, loss: 1.8588, grad_norm: 4.7032 2020-07-22 19:51:26,762 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-22 19:53:30,376 - mmaction - INFO - Epoch [26][20/940] lr: 1.000e-02, eta: 14:56:59, time: 6.156, data_time: 5.555, memory: 8344, top1_acc: 0.5686, top5_acc: 0.7920, loss_cls: 1.8211, loss: 1.8211, grad_norm: 4.5215 2020-07-22 19:53:43,494 - mmaction - INFO - Epoch [26][40/940] lr: 1.000e-02, eta: 14:56:38, time: 0.656, data_time: 0.011, memory: 8344, top1_acc: 0.5699, top5_acc: 0.7924, loss_cls: 1.8004, loss: 1.8004, grad_norm: 4.5405 2020-07-22 19:53:55,423 - mmaction - INFO - Epoch [26][60/940] lr: 1.000e-02, eta: 14:56:12, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.5641, top5_acc: 0.7895, loss_cls: 1.8309, loss: 1.8309, grad_norm: 4.6702 2020-07-22 19:54:07,271 - mmaction - INFO - Epoch [26][80/940] lr: 1.000e-02, eta: 14:55:47, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5713, top5_acc: 0.8049, loss_cls: 1.7667, loss: 1.7667, grad_norm: 4.6584 2020-07-22 19:54:18,980 - mmaction - INFO - Epoch [26][100/940] lr: 1.000e-02, eta: 14:55:21, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.5578, top5_acc: 0.7877, loss_cls: 1.8420, loss: 1.8420, grad_norm: 4.6754 2020-07-22 19:54:31,388 - mmaction - INFO - Epoch [26][120/940] lr: 1.000e-02, eta: 14:54:57, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5746, top5_acc: 0.7961, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.5855 2020-07-22 19:54:43,216 - mmaction - INFO - Epoch [26][140/940] lr: 1.000e-02, eta: 14:54:32, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5867, top5_acc: 0.7979, loss_cls: 1.7754, loss: 1.7754, grad_norm: 4.6039 2020-07-22 19:54:55,115 - mmaction - INFO - Epoch [26][160/940] lr: 1.000e-02, eta: 14:54:07, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5697, top5_acc: 0.7889, loss_cls: 1.8256, loss: 1.8256, grad_norm: 4.6273 2020-07-22 19:55:07,211 - mmaction - INFO - Epoch [26][180/940] lr: 1.000e-02, eta: 14:53:42, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5836, top5_acc: 0.8143, loss_cls: 1.6997, loss: 1.6997, grad_norm: 4.5209 2020-07-22 19:55:19,017 - mmaction - INFO - Epoch [26][200/940] lr: 1.000e-02, eta: 14:53:17, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5795, top5_acc: 0.7971, loss_cls: 1.7617, loss: 1.7617, grad_norm: 4.5715 2020-07-22 19:55:31,591 - mmaction - INFO - Epoch [26][220/940] lr: 1.000e-02, eta: 14:52:53, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5697, top5_acc: 0.7922, loss_cls: 1.8149, loss: 1.8149, grad_norm: 4.6411 2020-07-22 19:55:43,540 - mmaction - INFO - Epoch [26][240/940] lr: 1.000e-02, eta: 14:52:28, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.6625 2020-07-22 19:55:55,923 - mmaction - INFO - Epoch [26][260/940] lr: 1.000e-02, eta: 14:52:05, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5756, top5_acc: 0.7990, loss_cls: 1.8018, loss: 1.8018, grad_norm: 4.6415 2020-07-22 19:56:07,833 - mmaction - INFO - Epoch [26][280/940] lr: 1.000e-02, eta: 14:51:40, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5734, top5_acc: 0.7965, loss_cls: 1.7903, loss: 1.7903, grad_norm: 4.5789 2020-07-22 19:56:20,451 - mmaction - INFO - Epoch [26][300/940] lr: 1.000e-02, eta: 14:51:17, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.5686, top5_acc: 0.7971, loss_cls: 1.7968, loss: 1.7968, grad_norm: 4.6115 2020-07-22 19:56:32,774 - mmaction - INFO - Epoch [26][320/940] lr: 1.000e-02, eta: 14:50:53, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.5762, top5_acc: 0.7998, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.5743 2020-07-22 19:56:45,101 - mmaction - INFO - Epoch [26][340/940] lr: 1.000e-02, eta: 14:50:29, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.5742, top5_acc: 0.7928, loss_cls: 1.7926, loss: 1.7926, grad_norm: 4.7062 2020-07-22 19:56:57,749 - mmaction - INFO - Epoch [26][360/940] lr: 1.000e-02, eta: 14:50:06, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5605, top5_acc: 0.7922, loss_cls: 1.8322, loss: 1.8322, grad_norm: 4.7205 2020-07-22 19:57:09,487 - mmaction - INFO - Epoch [26][380/940] lr: 1.000e-02, eta: 14:49:41, time: 0.592, data_time: 0.007, memory: 8344, top1_acc: 0.5680, top5_acc: 0.7846, loss_cls: 1.8495, loss: 1.8495, grad_norm: 4.6861 2020-07-22 19:57:21,922 - mmaction - INFO - Epoch [26][400/940] lr: 1.000e-02, eta: 14:49:17, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5635, top5_acc: 0.7982, loss_cls: 1.8196, loss: 1.8196, grad_norm: 4.6775 2020-07-22 19:57:34,332 - mmaction - INFO - Epoch [26][420/940] lr: 1.000e-02, eta: 14:48:54, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5648, top5_acc: 0.7926, loss_cls: 1.8161, loss: 1.8161, grad_norm: 4.6546 2020-07-22 19:57:46,729 - mmaction - INFO - Epoch [26][440/940] lr: 1.000e-02, eta: 14:48:30, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5777, top5_acc: 0.8072, loss_cls: 1.7576, loss: 1.7576, grad_norm: 4.6239 2020-07-22 19:57:59,289 - mmaction - INFO - Epoch [26][460/940] lr: 1.000e-02, eta: 14:48:07, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5656, top5_acc: 0.8004, loss_cls: 1.7997, loss: 1.7997, grad_norm: 4.6834 2020-07-22 19:58:11,277 - mmaction - INFO - Epoch [26][480/940] lr: 1.000e-02, eta: 14:47:43, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5734, top5_acc: 0.7947, loss_cls: 1.7889, loss: 1.7889, grad_norm: 4.6368 2020-07-22 19:58:23,088 - mmaction - INFO - Epoch [26][500/940] lr: 1.000e-02, eta: 14:47:18, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5711, top5_acc: 0.7951, loss_cls: 1.8072, loss: 1.8072, grad_norm: 4.6434 2020-07-22 19:58:35,081 - mmaction - INFO - Epoch [26][520/940] lr: 1.000e-02, eta: 14:46:53, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5656, top5_acc: 0.8010, loss_cls: 1.8135, loss: 1.8135, grad_norm: 4.6130 2020-07-22 19:58:48,167 - mmaction - INFO - Epoch [26][540/940] lr: 1.000e-02, eta: 14:46:28, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5773, top5_acc: 0.8043, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.6536 2020-07-22 19:59:03,628 - mmaction - INFO - Epoch [26][560/940] lr: 1.000e-02, eta: 14:46:17, time: 0.839, data_time: 0.212, memory: 8344, top1_acc: 0.5633, top5_acc: 0.7865, loss_cls: 1.8461, loss: 1.8461, grad_norm: 4.8033 2020-07-22 19:59:15,357 - mmaction - INFO - Epoch [26][580/940] lr: 1.000e-02, eta: 14:45:52, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5639, top5_acc: 0.8031, loss_cls: 1.8002, loss: 1.8002, grad_norm: 4.7179 2020-07-22 19:59:27,795 - mmaction - INFO - Epoch [26][600/940] lr: 1.000e-02, eta: 14:45:29, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5768, top5_acc: 0.8055, loss_cls: 1.7722, loss: 1.7722, grad_norm: 4.6877 2020-07-22 19:59:39,703 - mmaction - INFO - Epoch [26][620/940] lr: 1.000e-02, eta: 14:45:04, time: 0.595, data_time: 0.010, memory: 8344, top1_acc: 0.5641, top5_acc: 0.7840, loss_cls: 1.8642, loss: 1.8642, grad_norm: 4.7694 2020-07-22 19:59:51,665 - mmaction - INFO - Epoch [26][640/940] lr: 1.000e-02, eta: 14:44:39, time: 0.599, data_time: 0.007, memory: 8344, top1_acc: 0.5627, top5_acc: 0.8004, loss_cls: 1.8251, loss: 1.8251, grad_norm: 4.6298 2020-07-22 20:00:03,690 - mmaction - INFO - Epoch [26][660/940] lr: 1.000e-02, eta: 14:44:14, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5594, top5_acc: 0.7865, loss_cls: 1.8454, loss: 1.8454, grad_norm: 4.8326 2020-07-22 20:00:21,005 - mmaction - INFO - Epoch [26][680/940] lr: 1.000e-02, eta: 14:44:06, time: 0.871, data_time: 0.028, memory: 8344, top1_acc: 0.5670, top5_acc: 0.7936, loss_cls: 1.8158, loss: 1.8158, grad_norm: 4.6581 2020-07-22 20:00:33,892 - mmaction - INFO - Epoch [26][700/940] lr: 1.000e-02, eta: 14:43:44, time: 0.648, data_time: 0.012, memory: 8344, top1_acc: 0.5607, top5_acc: 0.7982, loss_cls: 1.8282, loss: 1.8282, grad_norm: 4.6741 2020-07-22 20:00:45,848 - mmaction - INFO - Epoch [26][720/940] lr: 1.000e-02, eta: 14:43:20, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.8311, loss: 1.8311, grad_norm: 4.6764 2020-07-22 20:00:58,206 - mmaction - INFO - Epoch [26][740/940] lr: 1.000e-02, eta: 14:42:56, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5676, top5_acc: 0.7949, loss_cls: 1.8320, loss: 1.8320, grad_norm: 4.6498 2020-07-22 20:01:10,076 - mmaction - INFO - Epoch [26][760/940] lr: 1.000e-02, eta: 14:42:31, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5746, top5_acc: 0.7895, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.5960 2020-07-22 20:01:22,428 - mmaction - INFO - Epoch [26][780/940] lr: 1.000e-02, eta: 14:42:08, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5668, top5_acc: 0.7969, loss_cls: 1.8250, loss: 1.8250, grad_norm: 4.6832 2020-07-22 20:01:34,239 - mmaction - INFO - Epoch [26][800/940] lr: 1.000e-02, eta: 14:41:43, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5680, top5_acc: 0.7969, loss_cls: 1.8124, loss: 1.8124, grad_norm: 4.7488 2020-07-22 20:01:46,730 - mmaction - INFO - Epoch [26][820/940] lr: 1.000e-02, eta: 14:41:20, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7943, loss_cls: 1.8236, loss: 1.8236, grad_norm: 4.7102 2020-07-22 20:01:58,558 - mmaction - INFO - Epoch [26][840/940] lr: 1.000e-02, eta: 14:40:56, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7947, loss_cls: 1.8411, loss: 1.8411, grad_norm: 4.6931 2020-07-22 20:02:10,545 - mmaction - INFO - Epoch [26][860/940] lr: 1.000e-02, eta: 14:40:31, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5709, top5_acc: 0.7922, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.6833 2020-07-22 20:02:22,617 - mmaction - INFO - Epoch [26][880/940] lr: 1.000e-02, eta: 14:40:07, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5770, top5_acc: 0.7918, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.6132 2020-07-22 20:02:34,450 - mmaction - INFO - Epoch [26][900/940] lr: 1.000e-02, eta: 14:39:43, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5713, top5_acc: 0.7965, loss_cls: 1.8279, loss: 1.8279, grad_norm: 4.7302 2020-07-22 20:02:46,983 - mmaction - INFO - Epoch [26][920/940] lr: 1.000e-02, eta: 14:39:20, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5641, top5_acc: 0.7910, loss_cls: 1.8572, loss: 1.8572, grad_norm: 4.7192 2020-07-22 20:02:58,265 - mmaction - INFO - Epoch [26][940/940] lr: 1.000e-02, eta: 14:38:54, time: 0.564, data_time: 0.001, memory: 8344, top1_acc: 0.5563, top5_acc: 0.7862, loss_cls: 1.8507, loss: 1.8507, grad_norm: 4.7190 2020-07-22 20:05:31,843 - mmaction - INFO - Epoch [27][20/940] lr: 1.000e-02, eta: 14:44:48, time: 7.258, data_time: 6.606, memory: 8344, top1_acc: 0.5752, top5_acc: 0.8068, loss_cls: 1.7404, loss: 1.7404, grad_norm: 4.5358 2020-07-22 20:05:44,366 - mmaction - INFO - Epoch [27][40/940] lr: 1.000e-02, eta: 14:44:25, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5754, top5_acc: 0.8016, loss_cls: 1.7585, loss: 1.7585, grad_norm: 4.6122 2020-07-22 20:05:56,878 - mmaction - INFO - Epoch [27][60/940] lr: 1.000e-02, eta: 14:44:02, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5699, top5_acc: 0.8029, loss_cls: 1.7907, loss: 1.7907, grad_norm: 4.6854 2020-07-22 20:06:08,808 - mmaction - INFO - Epoch [27][80/940] lr: 1.000e-02, eta: 14:43:37, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5836, top5_acc: 0.8051, loss_cls: 1.7148, loss: 1.7148, grad_norm: 4.4842 2020-07-22 20:06:20,630 - mmaction - INFO - Epoch [27][100/940] lr: 1.000e-02, eta: 14:43:12, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5695, top5_acc: 0.7984, loss_cls: 1.7811, loss: 1.7811, grad_norm: 4.6218 2020-07-22 20:06:32,425 - mmaction - INFO - Epoch [27][120/940] lr: 1.000e-02, eta: 14:42:47, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7982, loss_cls: 1.7874, loss: 1.7874, grad_norm: 4.6614 2020-07-22 20:06:44,932 - mmaction - INFO - Epoch [27][140/940] lr: 1.000e-02, eta: 14:42:24, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.5959, top5_acc: 0.8105, loss_cls: 1.7310, loss: 1.7310, grad_norm: 4.6211 2020-07-22 20:06:56,711 - mmaction - INFO - Epoch [27][160/940] lr: 1.000e-02, eta: 14:41:59, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5811, top5_acc: 0.8045, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.6305 2020-07-22 20:07:09,179 - mmaction - INFO - Epoch [27][180/940] lr: 1.000e-02, eta: 14:41:36, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5709, top5_acc: 0.7957, loss_cls: 1.8078, loss: 1.8078, grad_norm: 4.7127 2020-07-22 20:07:21,020 - mmaction - INFO - Epoch [27][200/940] lr: 1.000e-02, eta: 14:41:11, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5723, top5_acc: 0.7949, loss_cls: 1.7970, loss: 1.7970, grad_norm: 4.6362 2020-07-22 20:07:32,923 - mmaction - INFO - Epoch [27][220/940] lr: 1.000e-02, eta: 14:40:47, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5820, top5_acc: 0.8043, loss_cls: 1.7618, loss: 1.7618, grad_norm: 4.5963 2020-07-22 20:07:45,356 - mmaction - INFO - Epoch [27][240/940] lr: 1.000e-02, eta: 14:40:23, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5711, top5_acc: 0.7939, loss_cls: 1.8194, loss: 1.8194, grad_norm: 4.7578 2020-07-22 20:07:57,326 - mmaction - INFO - Epoch [27][260/940] lr: 1.000e-02, eta: 14:39:59, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5811, top5_acc: 0.8018, loss_cls: 1.7775, loss: 1.7775, grad_norm: 4.6161 2020-07-22 20:08:09,829 - mmaction - INFO - Epoch [27][280/940] lr: 1.000e-02, eta: 14:39:36, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5594, top5_acc: 0.7980, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.6243 2020-07-22 20:08:22,478 - mmaction - INFO - Epoch [27][300/940] lr: 1.000e-02, eta: 14:39:14, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8006, loss_cls: 1.7659, loss: 1.7659, grad_norm: 4.6344 2020-07-22 20:08:34,306 - mmaction - INFO - Epoch [27][320/940] lr: 1.000e-02, eta: 14:38:49, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5738, top5_acc: 0.8031, loss_cls: 1.7762, loss: 1.7762, grad_norm: 4.6177 2020-07-22 20:08:46,202 - mmaction - INFO - Epoch [27][340/940] lr: 1.000e-02, eta: 14:38:24, time: 0.594, data_time: 0.005, memory: 8344, top1_acc: 0.5879, top5_acc: 0.8020, loss_cls: 1.7327, loss: 1.7327, grad_norm: 4.4975 2020-07-22 20:08:58,228 - mmaction - INFO - Epoch [27][360/940] lr: 1.000e-02, eta: 14:38:00, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5629, top5_acc: 0.7873, loss_cls: 1.8589, loss: 1.8589, grad_norm: 4.6520 2020-07-22 20:09:10,003 - mmaction - INFO - Epoch [27][380/940] lr: 1.000e-02, eta: 14:37:35, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5787, top5_acc: 0.7980, loss_cls: 1.7838, loss: 1.7838, grad_norm: 4.6712 2020-07-22 20:09:22,317 - mmaction - INFO - Epoch [27][400/940] lr: 1.000e-02, eta: 14:37:12, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.5766, top5_acc: 0.8045, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.6205 2020-07-22 20:09:34,864 - mmaction - INFO - Epoch [27][420/940] lr: 1.000e-02, eta: 14:36:49, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5756, top5_acc: 0.7949, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.6814 2020-07-22 20:09:47,256 - mmaction - INFO - Epoch [27][440/940] lr: 1.000e-02, eta: 14:36:26, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5744, top5_acc: 0.8020, loss_cls: 1.7884, loss: 1.7884, grad_norm: 4.7311 2020-07-22 20:09:59,917 - mmaction - INFO - Epoch [27][460/940] lr: 1.000e-02, eta: 14:36:04, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5799, top5_acc: 0.8055, loss_cls: 1.7700, loss: 1.7700, grad_norm: 4.5904 2020-07-22 20:10:11,689 - mmaction - INFO - Epoch [27][480/940] lr: 1.000e-02, eta: 14:35:39, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5764, top5_acc: 0.7941, loss_cls: 1.7882, loss: 1.7882, grad_norm: 4.7205 2020-07-22 20:10:23,504 - mmaction - INFO - Epoch [27][500/940] lr: 1.000e-02, eta: 14:35:15, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5744, top5_acc: 0.7992, loss_cls: 1.7872, loss: 1.7872, grad_norm: 4.6750 2020-07-22 20:10:35,973 - mmaction - INFO - Epoch [27][520/940] lr: 1.000e-02, eta: 14:34:52, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5666, top5_acc: 0.7916, loss_cls: 1.8429, loss: 1.8429, grad_norm: 4.7003 2020-07-22 20:10:47,796 - mmaction - INFO - Epoch [27][540/940] lr: 1.000e-02, eta: 14:34:27, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5742, top5_acc: 0.8002, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.6556 2020-07-22 20:10:59,668 - mmaction - INFO - Epoch [27][560/940] lr: 1.000e-02, eta: 14:34:03, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5656, top5_acc: 0.7932, loss_cls: 1.8387, loss: 1.8387, grad_norm: 4.7410 2020-07-22 20:11:11,609 - mmaction - INFO - Epoch [27][580/940] lr: 1.000e-02, eta: 14:33:39, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5736, top5_acc: 0.7994, loss_cls: 1.7677, loss: 1.7677, grad_norm: 4.5917 2020-07-22 20:11:24,137 - mmaction - INFO - Epoch [27][600/940] lr: 1.000e-02, eta: 14:33:16, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7918, loss_cls: 1.8246, loss: 1.8246, grad_norm: 4.7110 2020-07-22 20:11:36,113 - mmaction - INFO - Epoch [27][620/940] lr: 1.000e-02, eta: 14:32:52, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.5748, top5_acc: 0.7920, loss_cls: 1.7961, loss: 1.7961, grad_norm: 4.6899 2020-07-22 20:11:48,544 - mmaction - INFO - Epoch [27][640/940] lr: 1.000e-02, eta: 14:32:29, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5867, top5_acc: 0.8057, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.6053 2020-07-22 20:12:00,266 - mmaction - INFO - Epoch [27][660/940] lr: 1.000e-02, eta: 14:32:05, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5746, top5_acc: 0.7961, loss_cls: 1.7843, loss: 1.7843, grad_norm: 4.6597 2020-07-22 20:12:12,206 - mmaction - INFO - Epoch [27][680/940] lr: 1.000e-02, eta: 14:31:41, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5787, top5_acc: 0.7965, loss_cls: 1.7931, loss: 1.7931, grad_norm: 4.6144 2020-07-22 20:12:24,090 - mmaction - INFO - Epoch [27][700/940] lr: 1.000e-02, eta: 14:31:16, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5617, top5_acc: 0.7943, loss_cls: 1.8023, loss: 1.8023, grad_norm: 4.6610 2020-07-22 20:12:36,541 - mmaction - INFO - Epoch [27][720/940] lr: 1.000e-02, eta: 14:30:54, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5584, top5_acc: 0.7893, loss_cls: 1.8264, loss: 1.8264, grad_norm: 4.7675 2020-07-22 20:12:48,522 - mmaction - INFO - Epoch [27][740/940] lr: 1.000e-02, eta: 14:30:30, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5674, top5_acc: 0.7959, loss_cls: 1.7724, loss: 1.7724, grad_norm: 4.5548 2020-07-22 20:13:01,015 - mmaction - INFO - Epoch [27][760/940] lr: 1.000e-02, eta: 14:30:07, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7949, loss_cls: 1.8059, loss: 1.8059, grad_norm: 4.6700 2020-07-22 20:13:12,951 - mmaction - INFO - Epoch [27][780/940] lr: 1.000e-02, eta: 14:29:43, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5736, top5_acc: 0.8064, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.6062 2020-07-22 20:13:24,885 - mmaction - INFO - Epoch [27][800/940] lr: 1.000e-02, eta: 14:29:19, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7936, loss_cls: 1.8314, loss: 1.8314, grad_norm: 4.7377 2020-07-22 20:13:36,679 - mmaction - INFO - Epoch [27][820/940] lr: 1.000e-02, eta: 14:28:55, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5604, top5_acc: 0.7918, loss_cls: 1.8298, loss: 1.8298, grad_norm: 4.6734 2020-07-22 20:13:49,228 - mmaction - INFO - Epoch [27][840/940] lr: 1.000e-02, eta: 14:28:32, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5729, top5_acc: 0.7990, loss_cls: 1.7855, loss: 1.7855, grad_norm: 4.6274 2020-07-22 20:14:00,949 - mmaction - INFO - Epoch [27][860/940] lr: 1.000e-02, eta: 14:28:08, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5617, top5_acc: 0.7910, loss_cls: 1.8602, loss: 1.8602, grad_norm: 4.7950 2020-07-22 20:14:13,513 - mmaction - INFO - Epoch [27][880/940] lr: 1.000e-02, eta: 14:27:46, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.5740, top5_acc: 0.7908, loss_cls: 1.8004, loss: 1.8004, grad_norm: 4.5590 2020-07-22 20:14:25,414 - mmaction - INFO - Epoch [27][900/940] lr: 1.000e-02, eta: 14:27:22, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.5602, top5_acc: 0.7910, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.7676 2020-07-22 20:14:37,401 - mmaction - INFO - Epoch [27][920/940] lr: 1.000e-02, eta: 14:26:58, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5672, top5_acc: 0.7887, loss_cls: 1.8308, loss: 1.8308, grad_norm: 4.6249 2020-07-22 20:14:48,799 - mmaction - INFO - Epoch [27][940/940] lr: 1.000e-02, eta: 14:26:33, time: 0.569, data_time: 0.005, memory: 8344, top1_acc: 0.5701, top5_acc: 0.7831, loss_cls: 1.8185, loss: 1.8185, grad_norm: 4.6684 2020-07-22 20:17:23,000 - mmaction - INFO - Epoch [28][20/940] lr: 1.000e-02, eta: 14:32:14, time: 7.351, data_time: 6.610, memory: 8344, top1_acc: 0.5717, top5_acc: 0.7984, loss_cls: 1.7892, loss: 1.7892, grad_norm: 4.6682 2020-07-22 20:17:35,485 - mmaction - INFO - Epoch [28][40/940] lr: 1.000e-02, eta: 14:31:51, time: 0.625, data_time: 0.008, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8150, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.5464 2020-07-22 20:17:47,274 - mmaction - INFO - Epoch [28][60/940] lr: 1.000e-02, eta: 14:31:26, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.7617, loss: 1.7617, grad_norm: 4.6265 2020-07-22 20:17:59,147 - mmaction - INFO - Epoch [28][80/940] lr: 1.000e-02, eta: 14:31:02, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5848, top5_acc: 0.8125, loss_cls: 1.7318, loss: 1.7318, grad_norm: 4.6167 2020-07-22 20:18:11,452 - mmaction - INFO - Epoch [28][100/940] lr: 1.000e-02, eta: 14:30:39, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.5764, top5_acc: 0.8074, loss_cls: 1.7654, loss: 1.7654, grad_norm: 4.6547 2020-07-22 20:18:23,835 - mmaction - INFO - Epoch [28][120/940] lr: 1.000e-02, eta: 14:30:16, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5770, top5_acc: 0.8037, loss_cls: 1.7623, loss: 1.7623, grad_norm: 4.6475 2020-07-22 20:18:36,241 - mmaction - INFO - Epoch [28][140/940] lr: 1.000e-02, eta: 14:29:53, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5785, top5_acc: 0.7996, loss_cls: 1.7660, loss: 1.7660, grad_norm: 4.6096 2020-07-22 20:18:48,248 - mmaction - INFO - Epoch [28][160/940] lr: 1.000e-02, eta: 14:29:29, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8072, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.6226 2020-07-22 20:19:00,768 - mmaction - INFO - Epoch [28][180/940] lr: 1.000e-02, eta: 14:29:07, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5689, top5_acc: 0.7986, loss_cls: 1.8156, loss: 1.8156, grad_norm: 4.6900 2020-07-22 20:19:12,500 - mmaction - INFO - Epoch [28][200/940] lr: 1.000e-02, eta: 14:28:42, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.5600, top5_acc: 0.7967, loss_cls: 1.8565, loss: 1.8565, grad_norm: 4.7693 2020-07-22 20:19:25,274 - mmaction - INFO - Epoch [28][220/940] lr: 1.000e-02, eta: 14:28:20, time: 0.639, data_time: 0.003, memory: 8344, top1_acc: 0.5734, top5_acc: 0.8027, loss_cls: 1.7847, loss: 1.7847, grad_norm: 4.7137 2020-07-22 20:19:37,629 - mmaction - INFO - Epoch [28][240/940] lr: 1.000e-02, eta: 14:27:57, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8074, loss_cls: 1.7354, loss: 1.7354, grad_norm: 4.5983 2020-07-22 20:19:49,579 - mmaction - INFO - Epoch [28][260/940] lr: 1.000e-02, eta: 14:27:33, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5650, top5_acc: 0.7947, loss_cls: 1.8158, loss: 1.8158, grad_norm: 4.7014 2020-07-22 20:20:01,975 - mmaction - INFO - Epoch [28][280/940] lr: 1.000e-02, eta: 14:27:10, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.5707, top5_acc: 0.7988, loss_cls: 1.8145, loss: 1.8145, grad_norm: 4.7275 2020-07-22 20:20:14,017 - mmaction - INFO - Epoch [28][300/940] lr: 1.000e-02, eta: 14:26:47, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5852, top5_acc: 0.8012, loss_cls: 1.7445, loss: 1.7445, grad_norm: 4.5997 2020-07-22 20:20:26,315 - mmaction - INFO - Epoch [28][320/940] lr: 1.000e-02, eta: 14:26:24, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.5852, top5_acc: 0.8084, loss_cls: 1.7624, loss: 1.7624, grad_norm: 4.6477 2020-07-22 20:20:38,253 - mmaction - INFO - Epoch [28][340/940] lr: 1.000e-02, eta: 14:26:00, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5768, top5_acc: 0.8041, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.6937 2020-07-22 20:20:50,046 - mmaction - INFO - Epoch [28][360/940] lr: 1.000e-02, eta: 14:25:35, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5742, top5_acc: 0.7984, loss_cls: 1.7821, loss: 1.7821, grad_norm: 4.6113 2020-07-22 20:21:01,962 - mmaction - INFO - Epoch [28][380/940] lr: 1.000e-02, eta: 14:25:11, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5773, top5_acc: 0.8059, loss_cls: 1.7596, loss: 1.7596, grad_norm: 4.6531 2020-07-22 20:21:14,452 - mmaction - INFO - Epoch [28][400/940] lr: 1.000e-02, eta: 14:24:49, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.5768, top5_acc: 0.8055, loss_cls: 1.7620, loss: 1.7620, grad_norm: 4.5563 2020-07-22 20:21:26,885 - mmaction - INFO - Epoch [28][420/940] lr: 1.000e-02, eta: 14:24:27, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5697, top5_acc: 0.7957, loss_cls: 1.7885, loss: 1.7885, grad_norm: 4.7436 2020-07-22 20:21:38,849 - mmaction - INFO - Epoch [28][440/940] lr: 1.000e-02, eta: 14:24:03, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5727, top5_acc: 0.7994, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.6860 2020-07-22 20:21:50,701 - mmaction - INFO - Epoch [28][460/940] lr: 1.000e-02, eta: 14:23:39, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7889, loss_cls: 1.8194, loss: 1.8194, grad_norm: 4.6759 2020-07-22 20:22:03,260 - mmaction - INFO - Epoch [28][480/940] lr: 1.000e-02, eta: 14:23:16, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5771, top5_acc: 0.8002, loss_cls: 1.7642, loss: 1.7642, grad_norm: 4.6177 2020-07-22 20:22:15,140 - mmaction - INFO - Epoch [28][500/940] lr: 1.000e-02, eta: 14:22:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8020, loss_cls: 1.7599, loss: 1.7599, grad_norm: 4.5974 2020-07-22 20:22:27,156 - mmaction - INFO - Epoch [28][520/940] lr: 1.000e-02, eta: 14:22:29, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8016, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.6328 2020-07-22 20:22:39,559 - mmaction - INFO - Epoch [28][540/940] lr: 1.000e-02, eta: 14:22:06, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.5691, top5_acc: 0.8025, loss_cls: 1.7968, loss: 1.7968, grad_norm: 4.6555 2020-07-22 20:22:51,527 - mmaction - INFO - Epoch [28][560/940] lr: 1.000e-02, eta: 14:21:43, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5648, top5_acc: 0.7928, loss_cls: 1.8223, loss: 1.8223, grad_norm: 4.7483 2020-07-22 20:23:03,330 - mmaction - INFO - Epoch [28][580/940] lr: 1.000e-02, eta: 14:21:19, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5701, top5_acc: 0.7986, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.7002 2020-07-22 20:23:15,387 - mmaction - INFO - Epoch [28][600/940] lr: 1.000e-02, eta: 14:20:55, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5734, top5_acc: 0.7973, loss_cls: 1.7983, loss: 1.7983, grad_norm: 4.6622 2020-07-22 20:23:28,675 - mmaction - INFO - Epoch [28][620/940] lr: 1.000e-02, eta: 14:20:35, time: 0.664, data_time: 0.002, memory: 8344, top1_acc: 0.5674, top5_acc: 0.7955, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.6475 2020-07-22 20:23:41,918 - mmaction - INFO - Epoch [28][640/940] lr: 1.000e-02, eta: 14:20:15, time: 0.662, data_time: 0.002, memory: 8344, top1_acc: 0.5766, top5_acc: 0.8057, loss_cls: 1.7751, loss: 1.7751, grad_norm: 4.7003 2020-07-22 20:23:54,336 - mmaction - INFO - Epoch [28][660/940] lr: 1.000e-02, eta: 14:19:52, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7918, loss_cls: 1.8317, loss: 1.8317, grad_norm: 4.7508 2020-07-22 20:24:06,930 - mmaction - INFO - Epoch [28][680/940] lr: 1.000e-02, eta: 14:19:31, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.5693, top5_acc: 0.7922, loss_cls: 1.8263, loss: 1.8263, grad_norm: 4.8061 2020-07-22 20:24:18,762 - mmaction - INFO - Epoch [28][700/940] lr: 1.000e-02, eta: 14:19:07, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.8008, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.8052 2020-07-22 20:24:30,493 - mmaction - INFO - Epoch [28][720/940] lr: 1.000e-02, eta: 14:18:42, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5641, top5_acc: 0.7979, loss_cls: 1.8259, loss: 1.8259, grad_norm: 4.7675 2020-07-22 20:24:42,232 - mmaction - INFO - Epoch [28][740/940] lr: 1.000e-02, eta: 14:18:18, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5695, top5_acc: 0.7959, loss_cls: 1.8201, loss: 1.8201, grad_norm: 4.6596 2020-07-22 20:24:54,076 - mmaction - INFO - Epoch [28][760/940] lr: 1.000e-02, eta: 14:17:55, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5854, top5_acc: 0.8010, loss_cls: 1.7614, loss: 1.7614, grad_norm: 4.5275 2020-07-22 20:25:05,942 - mmaction - INFO - Epoch [28][780/940] lr: 1.000e-02, eta: 14:17:31, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7963, loss_cls: 1.8223, loss: 1.8223, grad_norm: 4.7708 2020-07-22 20:25:18,405 - mmaction - INFO - Epoch [28][800/940] lr: 1.000e-02, eta: 14:17:09, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5682, top5_acc: 0.8016, loss_cls: 1.8060, loss: 1.8060, grad_norm: 4.7144 2020-07-22 20:25:30,308 - mmaction - INFO - Epoch [28][820/940] lr: 1.000e-02, eta: 14:16:45, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5736, top5_acc: 0.7967, loss_cls: 1.8271, loss: 1.8271, grad_norm: 4.6904 2020-07-22 20:25:42,135 - mmaction - INFO - Epoch [28][840/940] lr: 1.000e-02, eta: 14:16:21, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5707, top5_acc: 0.7910, loss_cls: 1.8077, loss: 1.8077, grad_norm: 4.6820 2020-07-22 20:25:54,096 - mmaction - INFO - Epoch [28][860/940] lr: 1.000e-02, eta: 14:15:58, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5762, top5_acc: 0.7996, loss_cls: 1.8049, loss: 1.8049, grad_norm: 4.7132 2020-07-22 20:26:06,503 - mmaction - INFO - Epoch [28][880/940] lr: 1.000e-02, eta: 14:15:36, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7994, loss_cls: 1.7978, loss: 1.7978, grad_norm: 4.6664 2020-07-22 20:26:18,832 - mmaction - INFO - Epoch [28][900/940] lr: 1.000e-02, eta: 14:15:13, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.5744, top5_acc: 0.8002, loss_cls: 1.7859, loss: 1.7859, grad_norm: 4.6480 2020-07-22 20:26:30,686 - mmaction - INFO - Epoch [28][920/940] lr: 1.000e-02, eta: 14:14:49, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8068, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.5855 2020-07-22 20:26:42,039 - mmaction - INFO - Epoch [28][940/940] lr: 1.000e-02, eta: 14:14:24, time: 0.567, data_time: 0.001, memory: 8344, top1_acc: 0.5756, top5_acc: 0.7935, loss_cls: 1.7738, loss: 1.7738, grad_norm: 4.7550 2020-07-22 20:29:44,460 - mmaction - INFO - Epoch [29][20/940] lr: 1.000e-02, eta: 14:20:53, time: 8.607, data_time: 7.862, memory: 8344, top1_acc: 0.5971, top5_acc: 0.8180, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.5425 2020-07-22 20:29:56,239 - mmaction - INFO - Epoch [29][40/940] lr: 1.000e-02, eta: 14:20:28, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5764, top5_acc: 0.8076, loss_cls: 1.7384, loss: 1.7384, grad_norm: 4.6119 2020-07-22 20:30:08,653 - mmaction - INFO - Epoch [29][60/940] lr: 1.000e-02, eta: 14:20:06, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8164, loss_cls: 1.6966, loss: 1.6966, grad_norm: 4.6416 2020-07-22 20:30:21,097 - mmaction - INFO - Epoch [29][80/940] lr: 1.000e-02, eta: 14:19:43, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.8047, loss_cls: 1.7885, loss: 1.7885, grad_norm: 4.7148 2020-07-22 20:30:32,937 - mmaction - INFO - Epoch [29][100/940] lr: 1.000e-02, eta: 14:19:19, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5777, top5_acc: 0.8016, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.6532 2020-07-22 20:30:44,768 - mmaction - INFO - Epoch [29][120/940] lr: 1.000e-02, eta: 14:18:55, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5893, top5_acc: 0.8107, loss_cls: 1.7176, loss: 1.7176, grad_norm: 4.6190 2020-07-22 20:30:57,114 - mmaction - INFO - Epoch [29][140/940] lr: 1.000e-02, eta: 14:18:31, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5832, top5_acc: 0.8109, loss_cls: 1.7238, loss: 1.7238, grad_norm: 4.7170 2020-07-22 20:31:14,089 - mmaction - INFO - Epoch [29][160/940] lr: 1.000e-02, eta: 14:18:22, time: 0.878, data_time: 0.215, memory: 8344, top1_acc: 0.5736, top5_acc: 0.7980, loss_cls: 1.7882, loss: 1.7882, grad_norm: 4.7353 2020-07-22 20:31:25,867 - mmaction - INFO - Epoch [29][180/940] lr: 1.000e-02, eta: 14:17:58, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5873, top5_acc: 0.8021, loss_cls: 1.7350, loss: 1.7350, grad_norm: 4.5884 2020-07-22 20:31:37,648 - mmaction - INFO - Epoch [29][200/940] lr: 1.000e-02, eta: 14:17:33, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5822, top5_acc: 0.7998, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.6140 2020-07-22 20:31:50,172 - mmaction - INFO - Epoch [29][220/940] lr: 1.000e-02, eta: 14:17:11, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5842, top5_acc: 0.7994, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.6741 2020-07-22 20:32:02,018 - mmaction - INFO - Epoch [29][240/940] lr: 1.000e-02, eta: 14:16:47, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5666, top5_acc: 0.8049, loss_cls: 1.7650, loss: 1.7650, grad_norm: 4.6631 2020-07-22 20:32:14,055 - mmaction - INFO - Epoch [29][260/940] lr: 1.000e-02, eta: 14:16:24, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5744, top5_acc: 0.7902, loss_cls: 1.8151, loss: 1.8151, grad_norm: 4.6920 2020-07-22 20:32:25,835 - mmaction - INFO - Epoch [29][280/940] lr: 1.000e-02, eta: 14:16:00, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5680, top5_acc: 0.8059, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.6516 2020-07-22 20:32:37,602 - mmaction - INFO - Epoch [29][300/940] lr: 1.000e-02, eta: 14:15:36, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5721, top5_acc: 0.7982, loss_cls: 1.8105, loss: 1.8105, grad_norm: 4.7103 2020-07-22 20:32:50,211 - mmaction - INFO - Epoch [29][320/940] lr: 1.000e-02, eta: 14:15:14, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.5867, top5_acc: 0.8098, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.5936 2020-07-22 20:33:02,755 - mmaction - INFO - Epoch [29][340/940] lr: 1.000e-02, eta: 14:14:52, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5893, top5_acc: 0.8150, loss_cls: 1.7176, loss: 1.7176, grad_norm: 4.6366 2020-07-22 20:33:14,542 - mmaction - INFO - Epoch [29][360/940] lr: 1.000e-02, eta: 14:14:28, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5814, top5_acc: 0.7941, loss_cls: 1.7641, loss: 1.7641, grad_norm: 4.7072 2020-07-22 20:33:27,148 - mmaction - INFO - Epoch [29][380/940] lr: 1.000e-02, eta: 14:14:06, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.5760, top5_acc: 0.7992, loss_cls: 1.7856, loss: 1.7856, grad_norm: 4.7447 2020-07-22 20:33:39,640 - mmaction - INFO - Epoch [29][400/940] lr: 1.000e-02, eta: 14:13:44, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.5834, top5_acc: 0.8066, loss_cls: 1.7323, loss: 1.7323, grad_norm: 4.5987 2020-07-22 20:33:51,579 - mmaction - INFO - Epoch [29][420/940] lr: 1.000e-02, eta: 14:13:21, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8002, loss_cls: 1.7967, loss: 1.7967, grad_norm: 4.7274 2020-07-22 20:34:03,428 - mmaction - INFO - Epoch [29][440/940] lr: 1.000e-02, eta: 14:12:57, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5748, top5_acc: 0.8082, loss_cls: 1.7560, loss: 1.7560, grad_norm: 4.6578 2020-07-22 20:34:15,871 - mmaction - INFO - Epoch [29][460/940] lr: 1.000e-02, eta: 14:12:35, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.5771, top5_acc: 0.8041, loss_cls: 1.7677, loss: 1.7677, grad_norm: 4.6041 2020-07-22 20:34:28,435 - mmaction - INFO - Epoch [29][480/940] lr: 1.000e-02, eta: 14:12:13, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5760, top5_acc: 0.7918, loss_cls: 1.7902, loss: 1.7902, grad_norm: 4.6078 2020-07-22 20:34:40,895 - mmaction - INFO - Epoch [29][500/940] lr: 1.000e-02, eta: 14:11:51, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8008, loss_cls: 1.7504, loss: 1.7504, grad_norm: 4.6819 2020-07-22 20:34:52,778 - mmaction - INFO - Epoch [29][520/940] lr: 1.000e-02, eta: 14:11:27, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8066, loss_cls: 1.7710, loss: 1.7710, grad_norm: 4.7139 2020-07-22 20:35:04,566 - mmaction - INFO - Epoch [29][540/940] lr: 1.000e-02, eta: 14:11:03, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5777, top5_acc: 0.7986, loss_cls: 1.7680, loss: 1.7680, grad_norm: 4.6379 2020-07-22 20:35:16,448 - mmaction - INFO - Epoch [29][560/940] lr: 1.000e-02, eta: 14:10:40, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5680, top5_acc: 0.8037, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.6875 2020-07-22 20:35:28,901 - mmaction - INFO - Epoch [29][580/940] lr: 1.000e-02, eta: 14:10:18, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5789, top5_acc: 0.8004, loss_cls: 1.7809, loss: 1.7809, grad_norm: 4.7011 2020-07-22 20:35:40,786 - mmaction - INFO - Epoch [29][600/940] lr: 1.000e-02, eta: 14:09:54, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5785, top5_acc: 0.8084, loss_cls: 1.7437, loss: 1.7437, grad_norm: 4.6013 2020-07-22 20:35:53,572 - mmaction - INFO - Epoch [29][620/940] lr: 1.000e-02, eta: 14:09:33, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5713, top5_acc: 0.8086, loss_cls: 1.7524, loss: 1.7524, grad_norm: 4.6594 2020-07-22 20:36:06,021 - mmaction - INFO - Epoch [29][640/940] lr: 1.000e-02, eta: 14:09:11, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5813, top5_acc: 0.8029, loss_cls: 1.7729, loss: 1.7729, grad_norm: 4.6515 2020-07-22 20:36:18,565 - mmaction - INFO - Epoch [29][660/940] lr: 1.000e-02, eta: 14:08:49, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5664, top5_acc: 0.7922, loss_cls: 1.8262, loss: 1.8262, grad_norm: 4.6777 2020-07-22 20:36:30,519 - mmaction - INFO - Epoch [29][680/940] lr: 1.000e-02, eta: 14:08:26, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5666, top5_acc: 0.7930, loss_cls: 1.8256, loss: 1.8256, grad_norm: 4.6998 2020-07-22 20:36:42,343 - mmaction - INFO - Epoch [29][700/940] lr: 1.000e-02, eta: 14:08:02, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5699, top5_acc: 0.8016, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.7435 2020-07-22 20:36:54,355 - mmaction - INFO - Epoch [29][720/940] lr: 1.000e-02, eta: 14:07:39, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8041, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.6676 2020-07-22 20:37:06,927 - mmaction - INFO - Epoch [29][740/940] lr: 1.000e-02, eta: 14:07:18, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5758, top5_acc: 0.8084, loss_cls: 1.7753, loss: 1.7753, grad_norm: 4.6179 2020-07-22 20:37:19,257 - mmaction - INFO - Epoch [29][760/940] lr: 1.000e-02, eta: 14:06:55, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.5791, top5_acc: 0.8084, loss_cls: 1.7480, loss: 1.7480, grad_norm: 4.6603 2020-07-22 20:37:31,650 - mmaction - INFO - Epoch [29][780/940] lr: 1.000e-02, eta: 14:06:33, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5678, top5_acc: 0.7959, loss_cls: 1.8223, loss: 1.8223, grad_norm: 4.7429 2020-07-22 20:37:43,569 - mmaction - INFO - Epoch [29][800/940] lr: 1.000e-02, eta: 14:06:10, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5719, top5_acc: 0.8000, loss_cls: 1.7993, loss: 1.7993, grad_norm: 4.7693 2020-07-22 20:37:55,374 - mmaction - INFO - Epoch [29][820/940] lr: 1.000e-02, eta: 14:05:47, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5672, top5_acc: 0.8021, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.6191 2020-07-22 20:38:07,189 - mmaction - INFO - Epoch [29][840/940] lr: 1.000e-02, eta: 14:05:23, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5762, top5_acc: 0.8057, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.6412 2020-07-22 20:38:18,955 - mmaction - INFO - Epoch [29][860/940] lr: 1.000e-02, eta: 14:05:00, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5756, top5_acc: 0.7988, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.7046 2020-07-22 20:38:30,850 - mmaction - INFO - Epoch [29][880/940] lr: 1.000e-02, eta: 14:04:36, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.6024 2020-07-22 20:38:42,737 - mmaction - INFO - Epoch [29][900/940] lr: 1.000e-02, eta: 14:04:13, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5752, top5_acc: 0.8039, loss_cls: 1.7796, loss: 1.7796, grad_norm: 4.6179 2020-07-22 20:38:54,548 - mmaction - INFO - Epoch [29][920/940] lr: 1.000e-02, eta: 14:03:50, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5678, top5_acc: 0.8074, loss_cls: 1.7755, loss: 1.7755, grad_norm: 4.6713 2020-07-22 20:39:05,815 - mmaction - INFO - Epoch [29][940/940] lr: 1.000e-02, eta: 14:03:25, time: 0.563, data_time: 0.001, memory: 8344, top1_acc: 0.5795, top5_acc: 0.7965, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.6679 2020-07-22 20:42:07,491 - mmaction - INFO - Epoch [30][20/940] lr: 1.000e-02, eta: 14:09:34, time: 8.602, data_time: 7.884, memory: 8344, top1_acc: 0.5844, top5_acc: 0.8102, loss_cls: 1.7299, loss: 1.7299, grad_norm: 4.5742 2020-07-22 20:42:19,787 - mmaction - INFO - Epoch [30][40/940] lr: 1.000e-02, eta: 14:09:11, time: 0.616, data_time: 0.004, memory: 8344, top1_acc: 0.5797, top5_acc: 0.8057, loss_cls: 1.7640, loss: 1.7640, grad_norm: 4.6791 2020-07-22 20:42:32,224 - mmaction - INFO - Epoch [30][60/940] lr: 1.000e-02, eta: 14:08:49, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.5814, top5_acc: 0.8014, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.6242 2020-07-22 20:42:44,082 - mmaction - INFO - Epoch [30][80/940] lr: 1.000e-02, eta: 14:08:25, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5904, top5_acc: 0.8199, loss_cls: 1.7107, loss: 1.7107, grad_norm: 4.5478 2020-07-22 20:42:55,849 - mmaction - INFO - Epoch [30][100/940] lr: 1.000e-02, eta: 14:08:01, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5877, top5_acc: 0.8076, loss_cls: 1.7156, loss: 1.7156, grad_norm: 4.6023 2020-07-22 20:43:08,318 - mmaction - INFO - Epoch [30][120/940] lr: 1.000e-02, eta: 14:07:39, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8100, loss_cls: 1.7000, loss: 1.7000, grad_norm: 4.5705 2020-07-22 20:43:20,328 - mmaction - INFO - Epoch [30][140/940] lr: 1.000e-02, eta: 14:07:16, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5879, top5_acc: 0.8150, loss_cls: 1.6940, loss: 1.6940, grad_norm: 4.5857 2020-07-22 20:43:32,806 - mmaction - INFO - Epoch [30][160/940] lr: 1.000e-02, eta: 14:06:54, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5893, top5_acc: 0.8186, loss_cls: 1.6799, loss: 1.6799, grad_norm: 4.5848 2020-07-22 20:43:44,567 - mmaction - INFO - Epoch [30][180/940] lr: 1.000e-02, eta: 14:06:30, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5930, top5_acc: 0.8045, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.5582 2020-07-22 20:43:57,090 - mmaction - INFO - Epoch [30][200/940] lr: 1.000e-02, eta: 14:06:08, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6035, top5_acc: 0.8187, loss_cls: 1.6543, loss: 1.6543, grad_norm: 4.5609 2020-07-22 20:44:08,874 - mmaction - INFO - Epoch [30][220/940] lr: 1.000e-02, eta: 14:05:45, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5703, top5_acc: 0.8008, loss_cls: 1.7885, loss: 1.7885, grad_norm: 4.7274 2020-07-22 20:44:21,397 - mmaction - INFO - Epoch [30][240/940] lr: 1.000e-02, eta: 14:05:23, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5744, top5_acc: 0.7965, loss_cls: 1.7981, loss: 1.7981, grad_norm: 4.6817 2020-07-22 20:44:33,302 - mmaction - INFO - Epoch [30][260/940] lr: 1.000e-02, eta: 14:05:00, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8094, loss_cls: 1.7058, loss: 1.7058, grad_norm: 4.5674 2020-07-22 20:44:45,248 - mmaction - INFO - Epoch [30][280/940] lr: 1.000e-02, eta: 14:04:36, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5857, top5_acc: 0.8064, loss_cls: 1.7273, loss: 1.7273, grad_norm: 4.6626 2020-07-22 20:44:57,042 - mmaction - INFO - Epoch [30][300/940] lr: 1.000e-02, eta: 14:04:13, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5863, top5_acc: 0.8102, loss_cls: 1.7440, loss: 1.7440, grad_norm: 4.6596 2020-07-22 20:45:08,833 - mmaction - INFO - Epoch [30][320/940] lr: 1.000e-02, eta: 14:03:49, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8107, loss_cls: 1.7363, loss: 1.7363, grad_norm: 4.6948 2020-07-22 20:45:21,513 - mmaction - INFO - Epoch [30][340/940] lr: 1.000e-02, eta: 14:03:28, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5936, top5_acc: 0.8191, loss_cls: 1.6850, loss: 1.6850, grad_norm: 4.6948 2020-07-22 20:45:33,507 - mmaction - INFO - Epoch [30][360/940] lr: 1.000e-02, eta: 14:03:05, time: 0.602, data_time: 0.005, memory: 8344, top1_acc: 0.5879, top5_acc: 0.8072, loss_cls: 1.7289, loss: 1.7289, grad_norm: 4.5645 2020-07-22 20:45:45,408 - mmaction - INFO - Epoch [30][380/940] lr: 1.000e-02, eta: 14:02:41, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5910, top5_acc: 0.8080, loss_cls: 1.7183, loss: 1.7183, grad_norm: 4.6884 2020-07-22 20:45:57,919 - mmaction - INFO - Epoch [30][400/940] lr: 1.000e-02, eta: 14:02:20, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7953, loss_cls: 1.8005, loss: 1.8005, grad_norm: 4.7000 2020-07-22 20:46:10,333 - mmaction - INFO - Epoch [30][420/940] lr: 1.000e-02, eta: 14:01:58, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5715, top5_acc: 0.7922, loss_cls: 1.8006, loss: 1.8006, grad_norm: 4.6845 2020-07-22 20:46:22,165 - mmaction - INFO - Epoch [30][440/940] lr: 1.000e-02, eta: 14:01:34, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5805, top5_acc: 0.8045, loss_cls: 1.7307, loss: 1.7307, grad_norm: 4.6135 2020-07-22 20:46:33,936 - mmaction - INFO - Epoch [30][460/940] lr: 1.000e-02, eta: 14:01:11, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5898, top5_acc: 0.8076, loss_cls: 1.7082, loss: 1.7082, grad_norm: 4.5792 2020-07-22 20:46:46,254 - mmaction - INFO - Epoch [30][480/940] lr: 1.000e-02, eta: 14:00:49, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.5803, top5_acc: 0.8068, loss_cls: 1.7612, loss: 1.7612, grad_norm: 4.6493 2020-07-22 20:46:58,291 - mmaction - INFO - Epoch [30][500/940] lr: 1.000e-02, eta: 14:00:26, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8004, loss_cls: 1.7793, loss: 1.7793, grad_norm: 4.7020 2020-07-22 20:47:10,808 - mmaction - INFO - Epoch [30][520/940] lr: 1.000e-02, eta: 14:00:04, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5695, top5_acc: 0.7963, loss_cls: 1.8003, loss: 1.8003, grad_norm: 4.6727 2020-07-22 20:47:22,791 - mmaction - INFO - Epoch [30][540/940] lr: 1.000e-02, eta: 13:59:41, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5791, top5_acc: 0.8053, loss_cls: 1.7760, loss: 1.7760, grad_norm: 4.7545 2020-07-22 20:47:34,649 - mmaction - INFO - Epoch [30][560/940] lr: 1.000e-02, eta: 13:59:18, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8033, loss_cls: 1.7618, loss: 1.7618, grad_norm: 4.6461 2020-07-22 20:47:46,540 - mmaction - INFO - Epoch [30][580/940] lr: 1.000e-02, eta: 13:58:55, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5791, top5_acc: 0.8041, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.6807 2020-07-22 20:47:59,062 - mmaction - INFO - Epoch [30][600/940] lr: 1.000e-02, eta: 13:58:33, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8010, loss_cls: 1.7609, loss: 1.7609, grad_norm: 4.6886 2020-07-22 20:48:11,145 - mmaction - INFO - Epoch [30][620/940] lr: 1.000e-02, eta: 13:58:11, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5832, top5_acc: 0.8039, loss_cls: 1.7636, loss: 1.7636, grad_norm: 4.6515 2020-07-22 20:48:23,686 - mmaction - INFO - Epoch [30][640/940] lr: 1.000e-02, eta: 13:57:49, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5824, top5_acc: 0.7984, loss_cls: 1.7468, loss: 1.7468, grad_norm: 4.5807 2020-07-22 20:48:35,543 - mmaction - INFO - Epoch [30][660/940] lr: 1.000e-02, eta: 13:57:26, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5682, top5_acc: 0.8053, loss_cls: 1.7685, loss: 1.7685, grad_norm: 4.6895 2020-07-22 20:48:47,347 - mmaction - INFO - Epoch [30][680/940] lr: 1.000e-02, eta: 13:57:03, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7975, loss_cls: 1.8028, loss: 1.8028, grad_norm: 4.7569 2020-07-22 20:49:00,185 - mmaction - INFO - Epoch [30][700/940] lr: 1.000e-02, eta: 13:56:42, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.5682, top5_acc: 0.8037, loss_cls: 1.7887, loss: 1.7887, grad_norm: 4.6893 2020-07-22 20:49:12,552 - mmaction - INFO - Epoch [30][720/940] lr: 1.000e-02, eta: 13:56:20, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5764, top5_acc: 0.8035, loss_cls: 1.7546, loss: 1.7546, grad_norm: 4.6570 2020-07-22 20:49:24,575 - mmaction - INFO - Epoch [30][740/940] lr: 1.000e-02, eta: 13:55:57, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5633, top5_acc: 0.8033, loss_cls: 1.8159, loss: 1.8159, grad_norm: 4.7607 2020-07-22 20:49:37,571 - mmaction - INFO - Epoch [30][760/940] lr: 1.000e-02, eta: 13:55:37, time: 0.649, data_time: 0.001, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8061, loss_cls: 1.7794, loss: 1.7794, grad_norm: 4.6703 2020-07-22 20:49:49,477 - mmaction - INFO - Epoch [30][780/940] lr: 1.000e-02, eta: 13:55:14, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5691, top5_acc: 0.8051, loss_cls: 1.7544, loss: 1.7544, grad_norm: 4.6696 2020-07-22 20:50:01,993 - mmaction - INFO - Epoch [30][800/940] lr: 1.000e-02, eta: 13:54:52, time: 0.626, data_time: 0.005, memory: 8344, top1_acc: 0.5580, top5_acc: 0.7934, loss_cls: 1.8210, loss: 1.8210, grad_norm: 4.7660 2020-07-22 20:50:13,794 - mmaction - INFO - Epoch [30][820/940] lr: 1.000e-02, eta: 13:54:29, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5584, top5_acc: 0.7947, loss_cls: 1.8401, loss: 1.8401, grad_norm: 4.8440 2020-07-22 20:50:25,872 - mmaction - INFO - Epoch [30][840/940] lr: 1.000e-02, eta: 13:54:07, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5748, top5_acc: 0.7971, loss_cls: 1.7592, loss: 1.7592, grad_norm: 4.5683 2020-07-22 20:50:38,338 - mmaction - INFO - Epoch [30][860/940] lr: 1.000e-02, eta: 13:53:45, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8043, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.5552 2020-07-22 20:50:50,261 - mmaction - INFO - Epoch [30][880/940] lr: 1.000e-02, eta: 13:53:22, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5732, top5_acc: 0.7926, loss_cls: 1.8029, loss: 1.8029, grad_norm: 4.6725 2020-07-22 20:51:02,100 - mmaction - INFO - Epoch [30][900/940] lr: 1.000e-02, eta: 13:52:59, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5799, top5_acc: 0.7967, loss_cls: 1.7988, loss: 1.7988, grad_norm: 4.7996 2020-07-22 20:51:14,695 - mmaction - INFO - Epoch [30][920/940] lr: 1.000e-02, eta: 13:52:38, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5885, top5_acc: 0.8129, loss_cls: 1.7128, loss: 1.7128, grad_norm: 4.6371 2020-07-22 20:51:25,933 - mmaction - INFO - Epoch [30][940/940] lr: 1.000e-02, eta: 13:52:14, time: 0.562, data_time: 0.001, memory: 8344, top1_acc: 0.5646, top5_acc: 0.7953, loss_cls: 1.8256, loss: 1.8256, grad_norm: 4.8808 2020-07-22 20:51:33,797 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-22 20:54:49,445 - mmaction - INFO - Epoch [31][20/940] lr: 1.000e-02, eta: 13:58:58, time: 9.752, data_time: 9.034, memory: 8344, top1_acc: 0.5805, top5_acc: 0.8023, loss_cls: 1.7546, loss: 1.7546, grad_norm: 4.6629 2020-07-22 20:55:01,849 - mmaction - INFO - Epoch [31][40/940] lr: 1.000e-02, eta: 13:58:36, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8094, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.5596 2020-07-22 20:55:13,589 - mmaction - INFO - Epoch [31][60/940] lr: 1.000e-02, eta: 13:58:12, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5811, top5_acc: 0.8111, loss_cls: 1.7513, loss: 1.7513, grad_norm: 4.6158 2020-07-22 20:55:25,344 - mmaction - INFO - Epoch [31][80/940] lr: 1.000e-02, eta: 13:57:49, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5822, top5_acc: 0.8057, loss_cls: 1.7403, loss: 1.7403, grad_norm: 4.6737 2020-07-22 20:55:37,782 - mmaction - INFO - Epoch [31][100/940] lr: 1.000e-02, eta: 13:57:27, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8104, loss_cls: 1.6921, loss: 1.6921, grad_norm: 4.5965 2020-07-22 20:55:49,560 - mmaction - INFO - Epoch [31][120/940] lr: 1.000e-02, eta: 13:57:03, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5949, top5_acc: 0.8117, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.6658 2020-07-22 20:56:02,199 - mmaction - INFO - Epoch [31][140/940] lr: 1.000e-02, eta: 13:56:42, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5801, top5_acc: 0.8117, loss_cls: 1.7446, loss: 1.7446, grad_norm: 4.6520 2020-07-22 20:56:13,993 - mmaction - INFO - Epoch [31][160/940] lr: 1.000e-02, eta: 13:56:18, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5912, top5_acc: 0.8109, loss_cls: 1.7176, loss: 1.7176, grad_norm: 4.5583 2020-07-22 20:56:26,266 - mmaction - INFO - Epoch [31][180/940] lr: 1.000e-02, eta: 13:55:56, time: 0.613, data_time: 0.019, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8098, loss_cls: 1.7165, loss: 1.7165, grad_norm: 4.6843 2020-07-22 20:56:38,195 - mmaction - INFO - Epoch [31][200/940] lr: 1.000e-02, eta: 13:55:33, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.5879, top5_acc: 0.8125, loss_cls: 1.7074, loss: 1.7074, grad_norm: 4.7346 2020-07-22 20:56:50,802 - mmaction - INFO - Epoch [31][220/940] lr: 1.000e-02, eta: 13:55:12, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5838, top5_acc: 0.8023, loss_cls: 1.7645, loss: 1.7645, grad_norm: 4.6971 2020-07-22 20:57:02,901 - mmaction - INFO - Epoch [31][240/940] lr: 1.000e-02, eta: 13:54:49, time: 0.606, data_time: 0.017, memory: 8344, top1_acc: 0.5818, top5_acc: 0.8129, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.6866 2020-07-22 20:57:14,663 - mmaction - INFO - Epoch [31][260/940] lr: 1.000e-02, eta: 13:54:26, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5867, top5_acc: 0.8123, loss_cls: 1.7002, loss: 1.7002, grad_norm: 4.6744 2020-07-22 20:57:26,645 - mmaction - INFO - Epoch [31][280/940] lr: 1.000e-02, eta: 13:54:03, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.5834, top5_acc: 0.7959, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.6423 2020-07-22 20:57:39,270 - mmaction - INFO - Epoch [31][300/940] lr: 1.000e-02, eta: 13:53:41, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5869, top5_acc: 0.8018, loss_cls: 1.7633, loss: 1.7633, grad_norm: 4.6777 2020-07-22 20:57:51,093 - mmaction - INFO - Epoch [31][320/940] lr: 1.000e-02, eta: 13:53:18, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.5873, top5_acc: 0.8027, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.6507 2020-07-22 20:58:03,698 - mmaction - INFO - Epoch [31][340/940] lr: 1.000e-02, eta: 13:52:57, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6074, top5_acc: 0.8154, loss_cls: 1.6766, loss: 1.6766, grad_norm: 4.6005 2020-07-22 20:58:15,686 - mmaction - INFO - Epoch [31][360/940] lr: 1.000e-02, eta: 13:52:34, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5846, top5_acc: 0.8092, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.7274 2020-07-22 20:58:28,024 - mmaction - INFO - Epoch [31][380/940] lr: 1.000e-02, eta: 13:52:12, time: 0.616, data_time: 0.022, memory: 8344, top1_acc: 0.5850, top5_acc: 0.7984, loss_cls: 1.7574, loss: 1.7574, grad_norm: 4.7304 2020-07-22 20:58:39,901 - mmaction - INFO - Epoch [31][400/940] lr: 1.000e-02, eta: 13:51:49, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5734, top5_acc: 0.7982, loss_cls: 1.7782, loss: 1.7782, grad_norm: 4.7236 2020-07-22 20:58:52,454 - mmaction - INFO - Epoch [31][420/940] lr: 1.000e-02, eta: 13:51:28, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5779, top5_acc: 0.8102, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.7135 2020-07-22 20:59:04,332 - mmaction - INFO - Epoch [31][440/940] lr: 1.000e-02, eta: 13:51:05, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5764, top5_acc: 0.8021, loss_cls: 1.7711, loss: 1.7711, grad_norm: 4.7487 2020-07-22 20:59:16,184 - mmaction - INFO - Epoch [31][460/940] lr: 1.000e-02, eta: 13:50:42, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8131, loss_cls: 1.7148, loss: 1.7148, grad_norm: 4.6691 2020-07-22 20:59:28,006 - mmaction - INFO - Epoch [31][480/940] lr: 1.000e-02, eta: 13:50:18, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5889, top5_acc: 0.8096, loss_cls: 1.7093, loss: 1.7093, grad_norm: 4.6377 2020-07-22 20:59:39,826 - mmaction - INFO - Epoch [31][500/940] lr: 1.000e-02, eta: 13:49:55, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5783, top5_acc: 0.8074, loss_cls: 1.7476, loss: 1.7476, grad_norm: 4.6620 2020-07-22 20:59:52,445 - mmaction - INFO - Epoch [31][520/940] lr: 1.000e-02, eta: 13:49:34, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5895, top5_acc: 0.8092, loss_cls: 1.7305, loss: 1.7305, grad_norm: 4.6469 2020-07-22 21:00:04,441 - mmaction - INFO - Epoch [31][540/940] lr: 1.000e-02, eta: 13:49:11, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5777, top5_acc: 0.8057, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.6874 2020-07-22 21:00:21,861 - mmaction - INFO - Epoch [31][560/940] lr: 1.000e-02, eta: 13:49:01, time: 0.875, data_time: 0.016, memory: 8344, top1_acc: 0.5715, top5_acc: 0.7953, loss_cls: 1.8230, loss: 1.8230, grad_norm: 4.7877 2020-07-22 21:00:33,838 - mmaction - INFO - Epoch [31][580/940] lr: 1.000e-02, eta: 13:48:39, time: 0.603, data_time: 0.012, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8135, loss_cls: 1.6994, loss: 1.6994, grad_norm: 4.5203 2020-07-22 21:00:46,372 - mmaction - INFO - Epoch [31][600/940] lr: 1.000e-02, eta: 13:48:17, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5811, top5_acc: 0.8000, loss_cls: 1.7623, loss: 1.7623, grad_norm: 4.6839 2020-07-22 21:00:58,351 - mmaction - INFO - Epoch [31][620/940] lr: 1.000e-02, eta: 13:47:54, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8088, loss_cls: 1.7315, loss: 1.7315, grad_norm: 4.6826 2020-07-22 21:01:10,852 - mmaction - INFO - Epoch [31][640/940] lr: 1.000e-02, eta: 13:47:33, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5721, top5_acc: 0.8049, loss_cls: 1.7685, loss: 1.7685, grad_norm: 4.7620 2020-07-22 21:01:23,477 - mmaction - INFO - Epoch [31][660/940] lr: 1.000e-02, eta: 13:47:12, time: 0.631, data_time: 0.014, memory: 8344, top1_acc: 0.5787, top5_acc: 0.8096, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.7059 2020-07-22 21:01:35,225 - mmaction - INFO - Epoch [31][680/940] lr: 1.000e-02, eta: 13:46:49, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5811, top5_acc: 0.8021, loss_cls: 1.7590, loss: 1.7590, grad_norm: 4.7405 2020-07-22 21:01:47,645 - mmaction - INFO - Epoch [31][700/940] lr: 1.000e-02, eta: 13:46:27, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5795, top5_acc: 0.8104, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.6904 2020-07-22 21:02:00,059 - mmaction - INFO - Epoch [31][720/940] lr: 1.000e-02, eta: 13:46:06, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5822, top5_acc: 0.8031, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.7356 2020-07-22 21:02:11,836 - mmaction - INFO - Epoch [31][740/940] lr: 1.000e-02, eta: 13:45:43, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5773, top5_acc: 0.8041, loss_cls: 1.7653, loss: 1.7653, grad_norm: 4.6741 2020-07-22 21:02:24,227 - mmaction - INFO - Epoch [31][760/940] lr: 1.000e-02, eta: 13:45:21, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5689, top5_acc: 0.7943, loss_cls: 1.8079, loss: 1.8079, grad_norm: 4.7285 2020-07-22 21:02:36,710 - mmaction - INFO - Epoch [31][780/940] lr: 1.000e-02, eta: 13:45:00, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5697, top5_acc: 0.7996, loss_cls: 1.7703, loss: 1.7703, grad_norm: 4.7222 2020-07-22 21:02:48,562 - mmaction - INFO - Epoch [31][800/940] lr: 1.000e-02, eta: 13:44:37, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5760, top5_acc: 0.8064, loss_cls: 1.7860, loss: 1.7860, grad_norm: 4.7046 2020-07-22 21:03:00,684 - mmaction - INFO - Epoch [31][820/940] lr: 1.000e-02, eta: 13:44:15, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8029, loss_cls: 1.7381, loss: 1.7381, grad_norm: 4.5925 2020-07-22 21:03:13,117 - mmaction - INFO - Epoch [31][840/940] lr: 1.000e-02, eta: 13:43:53, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5719, top5_acc: 0.8029, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.7619 2020-07-22 21:03:25,028 - mmaction - INFO - Epoch [31][860/940] lr: 1.000e-02, eta: 13:43:31, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.5807, top5_acc: 0.7965, loss_cls: 1.7801, loss: 1.7801, grad_norm: 4.6701 2020-07-22 21:03:36,919 - mmaction - INFO - Epoch [31][880/940] lr: 1.000e-02, eta: 13:43:08, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5773, top5_acc: 0.8104, loss_cls: 1.7647, loss: 1.7647, grad_norm: 4.7444 2020-07-22 21:03:48,794 - mmaction - INFO - Epoch [31][900/940] lr: 1.000e-02, eta: 13:42:45, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5717, top5_acc: 0.8041, loss_cls: 1.7755, loss: 1.7755, grad_norm: 4.7433 2020-07-22 21:04:00,672 - mmaction - INFO - Epoch [31][920/940] lr: 1.000e-02, eta: 13:42:23, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5732, top5_acc: 0.7967, loss_cls: 1.7936, loss: 1.7936, grad_norm: 4.7552 2020-07-22 21:04:11,895 - mmaction - INFO - Epoch [31][940/940] lr: 1.000e-02, eta: 13:41:59, time: 0.562, data_time: 0.003, memory: 8344, top1_acc: 0.5754, top5_acc: 0.7996, loss_cls: 1.7996, loss: 1.7996, grad_norm: 4.7675 2020-07-22 21:06:42,043 - mmaction - INFO - Epoch [32][20/940] lr: 1.000e-02, eta: 13:46:25, time: 7.092, data_time: 6.494, memory: 8344, top1_acc: 0.5813, top5_acc: 0.8045, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.7527 2020-07-22 21:06:53,896 - mmaction - INFO - Epoch [32][40/940] lr: 1.000e-02, eta: 13:46:02, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5838, top5_acc: 0.8127, loss_cls: 1.7400, loss: 1.7400, grad_norm: 4.6884 2020-07-22 21:07:05,665 - mmaction - INFO - Epoch [32][60/940] lr: 1.000e-02, eta: 13:45:39, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5971, top5_acc: 0.8088, loss_cls: 1.7174, loss: 1.7174, grad_norm: 4.6014 2020-07-22 21:07:18,186 - mmaction - INFO - Epoch [32][80/940] lr: 1.000e-02, eta: 13:45:17, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5861, top5_acc: 0.8057, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.5954 2020-07-22 21:07:30,715 - mmaction - INFO - Epoch [32][100/940] lr: 1.000e-02, eta: 13:44:56, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8109, loss_cls: 1.7042, loss: 1.7042, grad_norm: 4.5373 2020-07-22 21:07:42,538 - mmaction - INFO - Epoch [32][120/940] lr: 1.000e-02, eta: 13:44:33, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5818, top5_acc: 0.8037, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.7161 2020-07-22 21:07:55,010 - mmaction - INFO - Epoch [32][140/940] lr: 1.000e-02, eta: 13:44:12, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5820, top5_acc: 0.8027, loss_cls: 1.7420, loss: 1.7420, grad_norm: 4.6855 2020-07-22 21:08:07,744 - mmaction - INFO - Epoch [32][160/940] lr: 1.000e-02, eta: 13:43:50, time: 0.630, data_time: 0.020, memory: 8344, top1_acc: 0.5863, top5_acc: 0.8053, loss_cls: 1.7442, loss: 1.7442, grad_norm: 4.6572 2020-07-22 21:08:19,587 - mmaction - INFO - Epoch [32][180/940] lr: 1.000e-02, eta: 13:43:28, time: 0.599, data_time: 0.009, memory: 8344, top1_acc: 0.5705, top5_acc: 0.8100, loss_cls: 1.7280, loss: 1.7280, grad_norm: 4.7133 2020-07-22 21:08:31,379 - mmaction - INFO - Epoch [32][200/940] lr: 1.000e-02, eta: 13:43:05, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5865, top5_acc: 0.8111, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.7395 2020-07-22 21:08:44,005 - mmaction - INFO - Epoch [32][220/940] lr: 1.000e-02, eta: 13:42:44, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8098, loss_cls: 1.7167, loss: 1.7167, grad_norm: 4.6474 2020-07-22 21:08:56,516 - mmaction - INFO - Epoch [32][240/940] lr: 1.000e-02, eta: 13:42:22, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8021, loss_cls: 1.7449, loss: 1.7449, grad_norm: 4.7201 2020-07-22 21:09:09,092 - mmaction - INFO - Epoch [32][260/940] lr: 1.000e-02, eta: 13:42:01, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.5879, top5_acc: 0.8127, loss_cls: 1.7107, loss: 1.7107, grad_norm: 4.6726 2020-07-22 21:09:20,961 - mmaction - INFO - Epoch [32][280/940] lr: 1.000e-02, eta: 13:41:39, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5912, top5_acc: 0.8061, loss_cls: 1.7424, loss: 1.7424, grad_norm: 4.6575 2020-07-22 21:09:33,543 - mmaction - INFO - Epoch [32][300/940] lr: 1.000e-02, eta: 13:41:17, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5844, top5_acc: 0.8039, loss_cls: 1.7296, loss: 1.7296, grad_norm: 4.6942 2020-07-22 21:09:46,071 - mmaction - INFO - Epoch [32][320/940] lr: 1.000e-02, eta: 13:40:56, time: 0.627, data_time: 0.004, memory: 8344, top1_acc: 0.5807, top5_acc: 0.8104, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.6922 2020-07-22 21:09:57,856 - mmaction - INFO - Epoch [32][340/940] lr: 1.000e-02, eta: 13:40:33, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5742, top5_acc: 0.8129, loss_cls: 1.7240, loss: 1.7240, grad_norm: 4.7256 2020-07-22 21:10:09,899 - mmaction - INFO - Epoch [32][360/940] lr: 1.000e-02, eta: 13:40:11, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5910, top5_acc: 0.8072, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.7109 2020-07-22 21:10:21,676 - mmaction - INFO - Epoch [32][380/940] lr: 1.000e-02, eta: 13:39:48, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8059, loss_cls: 1.7401, loss: 1.7401, grad_norm: 4.6307 2020-07-22 21:10:33,569 - mmaction - INFO - Epoch [32][400/940] lr: 1.000e-02, eta: 13:39:25, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8068, loss_cls: 1.7480, loss: 1.7480, grad_norm: 4.6638 2020-07-22 21:10:45,954 - mmaction - INFO - Epoch [32][420/940] lr: 1.000e-02, eta: 13:39:04, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5824, top5_acc: 0.7973, loss_cls: 1.7684, loss: 1.7684, grad_norm: 4.7665 2020-07-22 21:10:58,187 - mmaction - INFO - Epoch [32][440/940] lr: 1.000e-02, eta: 13:38:42, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.5672, top5_acc: 0.8008, loss_cls: 1.7807, loss: 1.7807, grad_norm: 4.7523 2020-07-22 21:11:10,096 - mmaction - INFO - Epoch [32][460/940] lr: 1.000e-02, eta: 13:38:20, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5756, top5_acc: 0.8035, loss_cls: 1.7866, loss: 1.7866, grad_norm: 4.8146 2020-07-22 21:11:22,616 - mmaction - INFO - Epoch [32][480/940] lr: 1.000e-02, eta: 13:37:58, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5959, top5_acc: 0.8104, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.7072 2020-07-22 21:11:34,489 - mmaction - INFO - Epoch [32][500/940] lr: 1.000e-02, eta: 13:37:36, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5871, top5_acc: 0.8096, loss_cls: 1.7257, loss: 1.7257, grad_norm: 4.6468 2020-07-22 21:11:46,494 - mmaction - INFO - Epoch [32][520/940] lr: 1.000e-02, eta: 13:37:14, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5848, top5_acc: 0.8041, loss_cls: 1.7458, loss: 1.7458, grad_norm: 4.7139 2020-07-22 21:11:58,352 - mmaction - INFO - Epoch [32][540/940] lr: 1.000e-02, eta: 13:36:51, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5721, top5_acc: 0.8035, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.7041 2020-07-22 21:12:10,183 - mmaction - INFO - Epoch [32][560/940] lr: 1.000e-02, eta: 13:36:28, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5900, top5_acc: 0.8104, loss_cls: 1.7293, loss: 1.7293, grad_norm: 4.6295 2020-07-22 21:12:22,125 - mmaction - INFO - Epoch [32][580/940] lr: 1.000e-02, eta: 13:36:06, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5824, top5_acc: 0.8125, loss_cls: 1.7347, loss: 1.7347, grad_norm: 4.5858 2020-07-22 21:12:33,936 - mmaction - INFO - Epoch [32][600/940] lr: 1.000e-02, eta: 13:35:43, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5865, top5_acc: 0.8070, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.6977 2020-07-22 21:12:46,334 - mmaction - INFO - Epoch [32][620/940] lr: 1.000e-02, eta: 13:35:22, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5896, top5_acc: 0.7973, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.6927 2020-07-22 21:12:58,717 - mmaction - INFO - Epoch [32][640/940] lr: 1.000e-02, eta: 13:35:01, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5885, top5_acc: 0.8100, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.6853 2020-07-22 21:13:10,505 - mmaction - INFO - Epoch [32][660/940] lr: 1.000e-02, eta: 13:34:38, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8100, loss_cls: 1.7215, loss: 1.7215, grad_norm: 4.6684 2020-07-22 21:13:22,305 - mmaction - INFO - Epoch [32][680/940] lr: 1.000e-02, eta: 13:34:15, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5768, top5_acc: 0.8045, loss_cls: 1.7568, loss: 1.7568, grad_norm: 4.7210 2020-07-22 21:13:34,110 - mmaction - INFO - Epoch [32][700/940] lr: 1.000e-02, eta: 13:33:53, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8125, loss_cls: 1.7281, loss: 1.7281, grad_norm: 4.7529 2020-07-22 21:13:46,004 - mmaction - INFO - Epoch [32][720/940] lr: 1.000e-02, eta: 13:33:30, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5592, top5_acc: 0.7941, loss_cls: 1.8181, loss: 1.8181, grad_norm: 4.8719 2020-07-22 21:13:57,835 - mmaction - INFO - Epoch [32][740/940] lr: 1.000e-02, eta: 13:33:08, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5764, top5_acc: 0.7994, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.6348 2020-07-22 21:14:10,361 - mmaction - INFO - Epoch [32][760/940] lr: 1.000e-02, eta: 13:32:47, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5680, top5_acc: 0.8037, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.7901 2020-07-22 21:14:23,080 - mmaction - INFO - Epoch [32][780/940] lr: 1.000e-02, eta: 13:32:26, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5693, top5_acc: 0.7893, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.7610 2020-07-22 21:14:34,823 - mmaction - INFO - Epoch [32][800/940] lr: 1.000e-02, eta: 13:32:04, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5824, top5_acc: 0.8115, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.6308 2020-07-22 21:14:48,071 - mmaction - INFO - Epoch [32][820/940] lr: 1.000e-02, eta: 13:31:44, time: 0.662, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8109, loss_cls: 1.7298, loss: 1.7298, grad_norm: 4.6519 2020-07-22 21:15:01,081 - mmaction - INFO - Epoch [32][840/940] lr: 1.000e-02, eta: 13:31:24, time: 0.650, data_time: 0.001, memory: 8344, top1_acc: 0.5775, top5_acc: 0.7998, loss_cls: 1.7649, loss: 1.7649, grad_norm: 4.6686 2020-07-22 21:15:12,971 - mmaction - INFO - Epoch [32][860/940] lr: 1.000e-02, eta: 13:31:02, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8027, loss_cls: 1.7547, loss: 1.7547, grad_norm: 4.7634 2020-07-22 21:15:25,521 - mmaction - INFO - Epoch [32][880/940] lr: 1.000e-02, eta: 13:30:41, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8072, loss_cls: 1.7085, loss: 1.7085, grad_norm: 4.5889 2020-07-22 21:15:37,440 - mmaction - INFO - Epoch [32][900/940] lr: 1.000e-02, eta: 13:30:19, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5709, top5_acc: 0.8008, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.7346 2020-07-22 21:15:49,960 - mmaction - INFO - Epoch [32][920/940] lr: 1.000e-02, eta: 13:29:58, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5828, top5_acc: 0.8029, loss_cls: 1.7627, loss: 1.7627, grad_norm: 4.6743 2020-07-22 21:16:01,223 - mmaction - INFO - Epoch [32][940/940] lr: 1.000e-02, eta: 13:29:35, time: 0.565, data_time: 0.003, memory: 8344, top1_acc: 0.5837, top5_acc: 0.8122, loss_cls: 1.7481, loss: 1.7481, grad_norm: 4.7631 2020-07-22 21:19:30,525 - mmaction - INFO - Epoch [33][20/940] lr: 1.000e-02, eta: 13:36:04, time: 10.280, data_time: 9.616, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8125, loss_cls: 1.6843, loss: 1.6843, grad_norm: 4.6278 2020-07-22 21:19:42,328 - mmaction - INFO - Epoch [33][40/940] lr: 1.000e-02, eta: 13:35:41, time: 0.590, data_time: 0.006, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8123, loss_cls: 1.6997, loss: 1.6997, grad_norm: 4.6358 2020-07-22 21:19:54,907 - mmaction - INFO - Epoch [33][60/940] lr: 1.000e-02, eta: 13:35:20, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5852, top5_acc: 0.8146, loss_cls: 1.6745, loss: 1.6745, grad_norm: 4.6168 2020-07-22 21:20:06,683 - mmaction - INFO - Epoch [33][80/940] lr: 1.000e-02, eta: 13:34:57, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5900, top5_acc: 0.8152, loss_cls: 1.6889, loss: 1.6889, grad_norm: 4.6201 2020-07-22 21:20:18,523 - mmaction - INFO - Epoch [33][100/940] lr: 1.000e-02, eta: 13:34:34, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5988, top5_acc: 0.8160, loss_cls: 1.6619, loss: 1.6619, grad_norm: 4.6356 2020-07-22 21:20:30,360 - mmaction - INFO - Epoch [33][120/940] lr: 1.000e-02, eta: 13:34:12, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5844, top5_acc: 0.8035, loss_cls: 1.7380, loss: 1.7380, grad_norm: 4.7608 2020-07-22 21:20:42,242 - mmaction - INFO - Epoch [33][140/940] lr: 1.000e-02, eta: 13:33:49, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8043, loss_cls: 1.7369, loss: 1.7369, grad_norm: 4.6659 2020-07-22 21:20:54,110 - mmaction - INFO - Epoch [33][160/940] lr: 1.000e-02, eta: 13:33:26, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.6290 2020-07-22 21:21:05,929 - mmaction - INFO - Epoch [33][180/940] lr: 1.000e-02, eta: 13:33:04, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8180, loss_cls: 1.6799, loss: 1.6799, grad_norm: 4.6709 2020-07-22 21:21:18,986 - mmaction - INFO - Epoch [33][200/940] lr: 1.000e-02, eta: 13:32:44, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5795, top5_acc: 0.8035, loss_cls: 1.7570, loss: 1.7570, grad_norm: 4.7094 2020-07-22 21:21:31,593 - mmaction - INFO - Epoch [33][220/940] lr: 1.000e-02, eta: 13:32:23, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5914, top5_acc: 0.8176, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.5911 2020-07-22 21:21:43,915 - mmaction - INFO - Epoch [33][240/940] lr: 1.000e-02, eta: 13:32:01, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.5889, top5_acc: 0.8105, loss_cls: 1.7065, loss: 1.7065, grad_norm: 4.6460 2020-07-22 21:21:56,261 - mmaction - INFO - Epoch [33][260/940] lr: 1.000e-02, eta: 13:31:40, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.5861, top5_acc: 0.8035, loss_cls: 1.7290, loss: 1.7290, grad_norm: 4.6402 2020-07-22 21:22:08,080 - mmaction - INFO - Epoch [33][280/940] lr: 1.000e-02, eta: 13:31:17, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5994, top5_acc: 0.8111, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.5327 2020-07-22 21:22:20,497 - mmaction - INFO - Epoch [33][300/940] lr: 1.000e-02, eta: 13:30:56, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5807, top5_acc: 0.8115, loss_cls: 1.7580, loss: 1.7580, grad_norm: 4.6777 2020-07-22 21:22:32,322 - mmaction - INFO - Epoch [33][320/940] lr: 1.000e-02, eta: 13:30:33, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5813, top5_acc: 0.8021, loss_cls: 1.7678, loss: 1.7678, grad_norm: 4.7460 2020-07-22 21:22:44,351 - mmaction - INFO - Epoch [33][340/940] lr: 1.000e-02, eta: 13:30:11, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8051, loss_cls: 1.7254, loss: 1.7254, grad_norm: 4.6886 2020-07-22 21:22:56,188 - mmaction - INFO - Epoch [33][360/940] lr: 1.000e-02, eta: 13:29:48, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8082, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.6275 2020-07-22 21:23:09,768 - mmaction - INFO - Epoch [33][380/940] lr: 1.000e-02, eta: 13:29:30, time: 0.680, data_time: 0.003, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8197, loss_cls: 1.6810, loss: 1.6810, grad_norm: 4.6557 2020-07-22 21:23:22,451 - mmaction - INFO - Epoch [33][400/940] lr: 1.000e-02, eta: 13:29:09, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8072, loss_cls: 1.7298, loss: 1.7298, grad_norm: 4.6971 2020-07-22 21:23:34,348 - mmaction - INFO - Epoch [33][420/940] lr: 1.000e-02, eta: 13:28:47, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5918, top5_acc: 0.8037, loss_cls: 1.7401, loss: 1.7401, grad_norm: 4.7426 2020-07-22 21:23:46,388 - mmaction - INFO - Epoch [33][440/940] lr: 1.000e-02, eta: 13:28:25, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5797, top5_acc: 0.7980, loss_cls: 1.7538, loss: 1.7538, grad_norm: 4.7012 2020-07-22 21:23:58,807 - mmaction - INFO - Epoch [33][460/940] lr: 1.000e-02, eta: 13:28:03, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5936, top5_acc: 0.8150, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.7312 2020-07-22 21:24:11,384 - mmaction - INFO - Epoch [33][480/940] lr: 1.000e-02, eta: 13:27:42, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8084, loss_cls: 1.7088, loss: 1.7088, grad_norm: 4.7004 2020-07-22 21:24:23,306 - mmaction - INFO - Epoch [33][500/940] lr: 1.000e-02, eta: 13:27:20, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5820, top5_acc: 0.8098, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.7659 2020-07-22 21:24:35,223 - mmaction - INFO - Epoch [33][520/940] lr: 1.000e-02, eta: 13:26:58, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8125, loss_cls: 1.6887, loss: 1.6887, grad_norm: 4.6562 2020-07-22 21:24:47,199 - mmaction - INFO - Epoch [33][540/940] lr: 1.000e-02, eta: 13:26:36, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8088, loss_cls: 1.7629, loss: 1.7629, grad_norm: 4.7655 2020-07-22 21:24:59,879 - mmaction - INFO - Epoch [33][560/940] lr: 1.000e-02, eta: 13:26:15, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.5863, top5_acc: 0.8070, loss_cls: 1.7085, loss: 1.7085, grad_norm: 4.7035 2020-07-22 21:25:12,270 - mmaction - INFO - Epoch [33][580/940] lr: 1.000e-02, eta: 13:25:54, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8100, loss_cls: 1.6945, loss: 1.6945, grad_norm: 4.6654 2020-07-22 21:25:24,075 - mmaction - INFO - Epoch [33][600/940] lr: 1.000e-02, eta: 13:25:32, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5877, top5_acc: 0.7992, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.7297 2020-07-22 21:25:36,849 - mmaction - INFO - Epoch [33][620/940] lr: 1.000e-02, eta: 13:25:11, time: 0.638, data_time: 0.001, memory: 8344, top1_acc: 0.5971, top5_acc: 0.8102, loss_cls: 1.6966, loss: 1.6966, grad_norm: 4.5562 2020-07-22 21:25:48,717 - mmaction - INFO - Epoch [33][640/940] lr: 1.000e-02, eta: 13:24:49, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5787, top5_acc: 0.7979, loss_cls: 1.7853, loss: 1.7853, grad_norm: 4.7006 2020-07-22 21:26:00,571 - mmaction - INFO - Epoch [33][660/940] lr: 1.000e-02, eta: 13:24:27, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5725, top5_acc: 0.8039, loss_cls: 1.7500, loss: 1.7500, grad_norm: 4.7011 2020-07-22 21:26:13,313 - mmaction - INFO - Epoch [33][680/940] lr: 1.000e-02, eta: 13:24:06, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.5805, top5_acc: 0.8068, loss_cls: 1.7343, loss: 1.7343, grad_norm: 4.7226 2020-07-22 21:26:25,668 - mmaction - INFO - Epoch [33][700/940] lr: 1.000e-02, eta: 13:23:45, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5832, top5_acc: 0.8064, loss_cls: 1.7301, loss: 1.7301, grad_norm: 4.7197 2020-07-22 21:26:37,801 - mmaction - INFO - Epoch [33][720/940] lr: 1.000e-02, eta: 13:23:23, time: 0.607, data_time: 0.009, memory: 8344, top1_acc: 0.5883, top5_acc: 0.8041, loss_cls: 1.7138, loss: 1.7138, grad_norm: 4.6942 2020-07-22 21:26:50,338 - mmaction - INFO - Epoch [33][740/940] lr: 1.000e-02, eta: 13:23:03, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5975, top5_acc: 0.8123, loss_cls: 1.6952, loss: 1.6952, grad_norm: 4.6230 2020-07-22 21:27:02,373 - mmaction - INFO - Epoch [33][760/940] lr: 1.000e-02, eta: 13:22:41, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5814, top5_acc: 0.8029, loss_cls: 1.7600, loss: 1.7600, grad_norm: 4.7543 2020-07-22 21:27:14,306 - mmaction - INFO - Epoch [33][780/940] lr: 1.000e-02, eta: 13:22:19, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.5795, top5_acc: 0.7939, loss_cls: 1.7795, loss: 1.7795, grad_norm: 4.7262 2020-07-22 21:27:26,664 - mmaction - INFO - Epoch [33][800/940] lr: 1.000e-02, eta: 13:21:57, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.5811, top5_acc: 0.7998, loss_cls: 1.7467, loss: 1.7467, grad_norm: 4.7089 2020-07-22 21:27:38,594 - mmaction - INFO - Epoch [33][820/940] lr: 1.000e-02, eta: 13:21:35, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5861, top5_acc: 0.8066, loss_cls: 1.7161, loss: 1.7161, grad_norm: 4.6561 2020-07-22 21:27:50,985 - mmaction - INFO - Epoch [33][840/940] lr: 1.000e-02, eta: 13:21:14, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5723, top5_acc: 0.7971, loss_cls: 1.7937, loss: 1.7937, grad_norm: 4.7707 2020-07-22 21:28:03,542 - mmaction - INFO - Epoch [33][860/940] lr: 1.000e-02, eta: 13:20:54, time: 0.627, data_time: 0.010, memory: 8344, top1_acc: 0.5842, top5_acc: 0.8068, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.7443 2020-07-22 21:28:15,479 - mmaction - INFO - Epoch [33][880/940] lr: 1.000e-02, eta: 13:20:32, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8187, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.6388 2020-07-22 21:28:28,036 - mmaction - INFO - Epoch [33][900/940] lr: 1.000e-02, eta: 13:20:11, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8068, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.7539 2020-07-22 21:28:39,875 - mmaction - INFO - Epoch [33][920/940] lr: 1.000e-02, eta: 13:19:49, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.5771, top5_acc: 0.8139, loss_cls: 1.7266, loss: 1.7266, grad_norm: 4.7347 2020-07-22 21:28:51,125 - mmaction - INFO - Epoch [33][940/940] lr: 1.000e-02, eta: 13:19:26, time: 0.562, data_time: 0.002, memory: 8344, top1_acc: 0.5835, top5_acc: 0.8120, loss_cls: 1.7373, loss: 1.7373, grad_norm: 4.6947 2020-07-22 21:31:19,531 - mmaction - INFO - Epoch [34][20/940] lr: 1.000e-02, eta: 13:23:26, time: 7.075, data_time: 6.407, memory: 8344, top1_acc: 0.5816, top5_acc: 0.8063, loss_cls: 1.7198, loss: 1.7198, grad_norm: 4.6631 2020-07-22 21:31:31,391 - mmaction - INFO - Epoch [34][40/940] lr: 1.000e-02, eta: 13:23:04, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5953, top5_acc: 0.8236, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.6276 2020-07-22 21:31:43,105 - mmaction - INFO - Epoch [34][60/940] lr: 1.000e-02, eta: 13:22:42, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8117, loss_cls: 1.6984, loss: 1.6984, grad_norm: 4.6774 2020-07-22 21:31:54,895 - mmaction - INFO - Epoch [34][80/940] lr: 1.000e-02, eta: 13:22:19, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5975, top5_acc: 0.8102, loss_cls: 1.6989, loss: 1.6989, grad_norm: 4.6606 2020-07-22 21:32:07,298 - mmaction - INFO - Epoch [34][100/940] lr: 1.000e-02, eta: 13:21:58, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8141, loss_cls: 1.6906, loss: 1.6906, grad_norm: 4.6528 2020-07-22 21:32:19,041 - mmaction - INFO - Epoch [34][120/940] lr: 1.000e-02, eta: 13:21:35, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6010, top5_acc: 0.8133, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.6763 2020-07-22 21:32:31,457 - mmaction - INFO - Epoch [34][140/940] lr: 1.000e-02, eta: 13:21:14, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5869, top5_acc: 0.8098, loss_cls: 1.7163, loss: 1.7163, grad_norm: 4.7212 2020-07-22 21:32:43,240 - mmaction - INFO - Epoch [34][160/940] lr: 1.000e-02, eta: 13:20:52, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8117, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.6989 2020-07-22 21:32:55,936 - mmaction - INFO - Epoch [34][180/940] lr: 1.000e-02, eta: 13:20:31, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.6057, top5_acc: 0.8227, loss_cls: 1.6661, loss: 1.6661, grad_norm: 4.6178 2020-07-22 21:33:08,629 - mmaction - INFO - Epoch [34][200/940] lr: 1.000e-02, eta: 13:20:11, time: 0.638, data_time: 0.050, memory: 8344, top1_acc: 0.5947, top5_acc: 0.8125, loss_cls: 1.6968, loss: 1.6968, grad_norm: 4.6601 2020-07-22 21:33:21,074 - mmaction - INFO - Epoch [34][220/940] lr: 1.000e-02, eta: 13:19:50, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.5949, top5_acc: 0.8170, loss_cls: 1.6611, loss: 1.6611, grad_norm: 4.6478 2020-07-22 21:33:33,020 - mmaction - INFO - Epoch [34][240/940] lr: 1.000e-02, eta: 13:19:28, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8189, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.6662 2020-07-22 21:33:45,518 - mmaction - INFO - Epoch [34][260/940] lr: 1.000e-02, eta: 13:19:07, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8123, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.6482 2020-07-22 21:33:57,770 - mmaction - INFO - Epoch [34][280/940] lr: 1.000e-02, eta: 13:18:46, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.5869, top5_acc: 0.8182, loss_cls: 1.6799, loss: 1.6799, grad_norm: 4.6548 2020-07-22 21:34:10,198 - mmaction - INFO - Epoch [34][300/940] lr: 1.000e-02, eta: 13:18:25, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5803, top5_acc: 0.8002, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.7261 2020-07-22 21:34:22,760 - mmaction - INFO - Epoch [34][320/940] lr: 1.000e-02, eta: 13:18:04, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5842, top5_acc: 0.8002, loss_cls: 1.7337, loss: 1.7337, grad_norm: 4.6892 2020-07-22 21:34:34,637 - mmaction - INFO - Epoch [34][340/940] lr: 1.000e-02, eta: 13:17:42, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8135, loss_cls: 1.7289, loss: 1.7289, grad_norm: 4.7172 2020-07-22 21:34:46,504 - mmaction - INFO - Epoch [34][360/940] lr: 1.000e-02, eta: 13:17:20, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8080, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.7398 2020-07-22 21:34:58,314 - mmaction - INFO - Epoch [34][380/940] lr: 1.000e-02, eta: 13:16:57, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5916, top5_acc: 0.8211, loss_cls: 1.6668, loss: 1.6668, grad_norm: 4.6166 2020-07-22 21:35:10,825 - mmaction - INFO - Epoch [34][400/940] lr: 1.000e-02, eta: 13:16:37, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8113, loss_cls: 1.7250, loss: 1.7250, grad_norm: 4.7328 2020-07-22 21:35:22,704 - mmaction - INFO - Epoch [34][420/940] lr: 1.000e-02, eta: 13:16:15, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5854, top5_acc: 0.8025, loss_cls: 1.7458, loss: 1.7458, grad_norm: 4.8458 2020-07-22 21:35:34,980 - mmaction - INFO - Epoch [34][440/940] lr: 1.000e-02, eta: 13:15:53, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.5910, top5_acc: 0.8092, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.7393 2020-07-22 21:35:46,741 - mmaction - INFO - Epoch [34][460/940] lr: 1.000e-02, eta: 13:15:31, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5895, top5_acc: 0.8176, loss_cls: 1.6783, loss: 1.6783, grad_norm: 4.7462 2020-07-22 21:35:58,530 - mmaction - INFO - Epoch [34][480/940] lr: 1.000e-02, eta: 13:15:09, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5881, top5_acc: 0.8033, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.7786 2020-07-22 21:36:10,336 - mmaction - INFO - Epoch [34][500/940] lr: 1.000e-02, eta: 13:14:47, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7574, loss: 1.7574, grad_norm: 4.7576 2020-07-22 21:36:22,246 - mmaction - INFO - Epoch [34][520/940] lr: 1.000e-02, eta: 13:14:25, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5748, top5_acc: 0.8074, loss_cls: 1.7571, loss: 1.7571, grad_norm: 4.8003 2020-07-22 21:36:34,188 - mmaction - INFO - Epoch [34][540/940] lr: 1.000e-02, eta: 13:14:03, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5783, top5_acc: 0.8090, loss_cls: 1.7570, loss: 1.7570, grad_norm: 4.7338 2020-07-22 21:36:46,085 - mmaction - INFO - Epoch [34][560/940] lr: 1.000e-02, eta: 13:13:41, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5881, top5_acc: 0.8051, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.6939 2020-07-22 21:36:58,163 - mmaction - INFO - Epoch [34][580/940] lr: 1.000e-02, eta: 13:13:20, time: 0.603, data_time: 0.014, memory: 8344, top1_acc: 0.5797, top5_acc: 0.7986, loss_cls: 1.7432, loss: 1.7432, grad_norm: 4.6688 2020-07-22 21:37:10,057 - mmaction - INFO - Epoch [34][600/940] lr: 1.000e-02, eta: 13:12:58, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5912, top5_acc: 0.8096, loss_cls: 1.7337, loss: 1.7337, grad_norm: 4.7049 2020-07-22 21:37:21,794 - mmaction - INFO - Epoch [34][620/940] lr: 1.000e-02, eta: 13:12:36, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5840, top5_acc: 0.8096, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.7285 2020-07-22 21:37:33,719 - mmaction - INFO - Epoch [34][640/940] lr: 1.000e-02, eta: 13:12:14, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7412, loss: 1.7412, grad_norm: 4.7426 2020-07-22 21:37:46,095 - mmaction - INFO - Epoch [34][660/940] lr: 1.000e-02, eta: 13:11:53, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5857, top5_acc: 0.8121, loss_cls: 1.7298, loss: 1.7298, grad_norm: 4.6884 2020-07-22 21:37:58,754 - mmaction - INFO - Epoch [34][680/940] lr: 1.000e-02, eta: 13:11:32, time: 0.633, data_time: 0.015, memory: 8344, top1_acc: 0.5883, top5_acc: 0.8068, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.6476 2020-07-22 21:38:11,331 - mmaction - INFO - Epoch [34][700/940] lr: 1.000e-02, eta: 13:11:12, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8131, loss_cls: 1.7148, loss: 1.7148, grad_norm: 4.7144 2020-07-22 21:38:23,438 - mmaction - INFO - Epoch [34][720/940] lr: 1.000e-02, eta: 13:10:51, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5877, top5_acc: 0.8152, loss_cls: 1.7063, loss: 1.7063, grad_norm: 4.7015 2020-07-22 21:38:35,777 - mmaction - INFO - Epoch [34][740/940] lr: 1.000e-02, eta: 13:10:30, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.5730, top5_acc: 0.7916, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.7486 2020-07-22 21:38:47,711 - mmaction - INFO - Epoch [34][760/940] lr: 1.000e-02, eta: 13:10:08, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5932, top5_acc: 0.8137, loss_cls: 1.6886, loss: 1.6886, grad_norm: 4.6987 2020-07-22 21:39:00,167 - mmaction - INFO - Epoch [34][780/940] lr: 1.000e-02, eta: 13:09:47, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5861, top5_acc: 0.8086, loss_cls: 1.7018, loss: 1.7018, grad_norm: 4.6933 2020-07-22 21:39:12,015 - mmaction - INFO - Epoch [34][800/940] lr: 1.000e-02, eta: 13:09:25, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5797, top5_acc: 0.7930, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.7204 2020-07-22 21:39:24,634 - mmaction - INFO - Epoch [34][820/940] lr: 1.000e-02, eta: 13:09:05, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.5836, top5_acc: 0.8035, loss_cls: 1.7527, loss: 1.7527, grad_norm: 4.6888 2020-07-22 21:39:37,026 - mmaction - INFO - Epoch [34][840/940] lr: 1.000e-02, eta: 13:08:44, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.5934, top5_acc: 0.8168, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.7152 2020-07-22 21:39:49,295 - mmaction - INFO - Epoch [34][860/940] lr: 1.000e-02, eta: 13:08:23, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.5826, top5_acc: 0.8012, loss_cls: 1.7807, loss: 1.7807, grad_norm: 4.7387 2020-07-22 21:40:01,196 - mmaction - INFO - Epoch [34][880/940] lr: 1.000e-02, eta: 13:08:02, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8004, loss_cls: 1.7575, loss: 1.7575, grad_norm: 4.6707 2020-07-22 21:40:13,873 - mmaction - INFO - Epoch [34][900/940] lr: 1.000e-02, eta: 13:07:41, time: 0.635, data_time: 0.013, memory: 8344, top1_acc: 0.5854, top5_acc: 0.8025, loss_cls: 1.7350, loss: 1.7350, grad_norm: 4.7370 2020-07-22 21:40:25,934 - mmaction - INFO - Epoch [34][920/940] lr: 1.000e-02, eta: 13:07:20, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8082, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.6990 2020-07-22 21:40:37,235 - mmaction - INFO - Epoch [34][940/940] lr: 1.000e-02, eta: 13:06:57, time: 0.564, data_time: 0.002, memory: 8344, top1_acc: 0.5748, top5_acc: 0.8033, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.7600 2020-07-22 21:43:03,977 - mmaction - INFO - Epoch [35][20/940] lr: 1.000e-02, eta: 13:10:46, time: 7.048, data_time: 6.379, memory: 8344, top1_acc: 0.6004, top5_acc: 0.8158, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.5041 2020-07-22 21:43:15,758 - mmaction - INFO - Epoch [35][40/940] lr: 1.000e-02, eta: 13:10:24, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5762, top5_acc: 0.8035, loss_cls: 1.7577, loss: 1.7577, grad_norm: 4.7548 2020-07-22 21:43:27,556 - mmaction - INFO - Epoch [35][60/940] lr: 1.000e-02, eta: 13:10:02, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5959, top5_acc: 0.8203, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.6168 2020-07-22 21:43:39,409 - mmaction - INFO - Epoch [35][80/940] lr: 1.000e-02, eta: 13:09:40, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5928, top5_acc: 0.8064, loss_cls: 1.7182, loss: 1.7182, grad_norm: 4.6716 2020-07-22 21:43:51,226 - mmaction - INFO - Epoch [35][100/940] lr: 1.000e-02, eta: 13:09:18, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5986, top5_acc: 0.8150, loss_cls: 1.6790, loss: 1.6790, grad_norm: 4.6158 2020-07-22 21:44:03,086 - mmaction - INFO - Epoch [35][120/940] lr: 1.000e-02, eta: 13:08:56, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5768, top5_acc: 0.8082, loss_cls: 1.7361, loss: 1.7361, grad_norm: 4.6815 2020-07-22 21:44:15,675 - mmaction - INFO - Epoch [35][140/940] lr: 1.000e-02, eta: 13:08:35, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.5939, top5_acc: 0.8207, loss_cls: 1.6480, loss: 1.6480, grad_norm: 4.6892 2020-07-22 21:44:27,499 - mmaction - INFO - Epoch [35][160/940] lr: 1.000e-02, eta: 13:08:13, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5947, top5_acc: 0.8137, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.6358 2020-07-22 21:44:39,898 - mmaction - INFO - Epoch [35][180/940] lr: 1.000e-02, eta: 13:07:52, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.5986, top5_acc: 0.8160, loss_cls: 1.6853, loss: 1.6853, grad_norm: 4.6834 2020-07-22 21:44:52,023 - mmaction - INFO - Epoch [35][200/940] lr: 1.000e-02, eta: 13:07:31, time: 0.607, data_time: 0.012, memory: 8344, top1_acc: 0.5928, top5_acc: 0.8205, loss_cls: 1.6808, loss: 1.6808, grad_norm: 4.6635 2020-07-22 21:45:03,896 - mmaction - INFO - Epoch [35][220/940] lr: 1.000e-02, eta: 13:07:09, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5932, top5_acc: 0.8123, loss_cls: 1.6919, loss: 1.6919, grad_norm: 4.6662 2020-07-22 21:45:15,707 - mmaction - INFO - Epoch [35][240/940] lr: 1.000e-02, eta: 13:06:47, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8084, loss_cls: 1.6925, loss: 1.6925, grad_norm: 4.7207 2020-07-22 21:45:27,613 - mmaction - INFO - Epoch [35][260/940] lr: 1.000e-02, eta: 13:06:25, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.5848, top5_acc: 0.8098, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.6548 2020-07-22 21:45:40,098 - mmaction - INFO - Epoch [35][280/940] lr: 1.000e-02, eta: 13:06:05, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.5753 2020-07-22 21:45:52,737 - mmaction - INFO - Epoch [35][300/940] lr: 1.000e-02, eta: 13:05:45, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5947, top5_acc: 0.8195, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.7045 2020-07-22 21:46:04,653 - mmaction - INFO - Epoch [35][320/940] lr: 1.000e-02, eta: 13:05:23, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6021, top5_acc: 0.8154, loss_cls: 1.6573, loss: 1.6573, grad_norm: 4.6015 2020-07-22 21:46:17,539 - mmaction - INFO - Epoch [35][340/940] lr: 1.000e-02, eta: 13:05:03, time: 0.645, data_time: 0.020, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8156, loss_cls: 1.7089, loss: 1.7089, grad_norm: 4.7274 2020-07-22 21:46:30,031 - mmaction - INFO - Epoch [35][360/940] lr: 1.000e-02, eta: 13:04:42, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5932, top5_acc: 0.8133, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.7061 2020-07-22 21:46:41,915 - mmaction - INFO - Epoch [35][380/940] lr: 1.000e-02, eta: 13:04:21, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8059, loss_cls: 1.7317, loss: 1.7317, grad_norm: 4.8170 2020-07-22 21:46:53,681 - mmaction - INFO - Epoch [35][400/940] lr: 1.000e-02, eta: 13:03:59, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8191, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.7358 2020-07-22 21:47:05,486 - mmaction - INFO - Epoch [35][420/940] lr: 1.000e-02, eta: 13:03:37, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5813, top5_acc: 0.8076, loss_cls: 1.7395, loss: 1.7395, grad_norm: 4.7996 2020-07-22 21:47:17,368 - mmaction - INFO - Epoch [35][440/940] lr: 1.000e-02, eta: 13:03:15, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5857, top5_acc: 0.8102, loss_cls: 1.7097, loss: 1.7097, grad_norm: 4.7466 2020-07-22 21:47:29,170 - mmaction - INFO - Epoch [35][460/940] lr: 1.000e-02, eta: 13:02:53, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5916, top5_acc: 0.8133, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.7574 2020-07-22 21:47:41,011 - mmaction - INFO - Epoch [35][480/940] lr: 1.000e-02, eta: 13:02:32, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5787, top5_acc: 0.8061, loss_cls: 1.7594, loss: 1.7594, grad_norm: 4.8345 2020-07-22 21:47:52,814 - mmaction - INFO - Epoch [35][500/940] lr: 1.000e-02, eta: 13:02:10, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5820, top5_acc: 0.8041, loss_cls: 1.7568, loss: 1.7568, grad_norm: 4.7504 2020-07-22 21:48:04,647 - mmaction - INFO - Epoch [35][520/940] lr: 1.000e-02, eta: 13:01:48, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5842, top5_acc: 0.8150, loss_cls: 1.7026, loss: 1.7026, grad_norm: 4.7228 2020-07-22 21:48:17,119 - mmaction - INFO - Epoch [35][540/940] lr: 1.000e-02, eta: 13:01:28, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5816, top5_acc: 0.8055, loss_cls: 1.7100, loss: 1.7100, grad_norm: 4.8076 2020-07-22 21:48:29,526 - mmaction - INFO - Epoch [35][560/940] lr: 1.000e-02, eta: 13:01:07, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5773, top5_acc: 0.8039, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.7656 2020-07-22 21:48:42,003 - mmaction - INFO - Epoch [35][580/940] lr: 1.000e-02, eta: 13:00:47, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5803, top5_acc: 0.8059, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.7028 2020-07-22 21:48:53,797 - mmaction - INFO - Epoch [35][600/940] lr: 1.000e-02, eta: 13:00:25, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5852, top5_acc: 0.8070, loss_cls: 1.7338, loss: 1.7338, grad_norm: 4.8124 2020-07-22 21:49:05,681 - mmaction - INFO - Epoch [35][620/940] lr: 1.000e-02, eta: 13:00:03, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5840, top5_acc: 0.8080, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.7353 2020-07-22 21:49:17,524 - mmaction - INFO - Epoch [35][640/940] lr: 1.000e-02, eta: 12:59:42, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8186, loss_cls: 1.6664, loss: 1.6664, grad_norm: 4.6256 2020-07-22 21:49:29,403 - mmaction - INFO - Epoch [35][660/940] lr: 1.000e-02, eta: 12:59:20, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5801, top5_acc: 0.8018, loss_cls: 1.7473, loss: 1.7473, grad_norm: 4.7659 2020-07-22 21:49:41,296 - mmaction - INFO - Epoch [35][680/940] lr: 1.000e-02, eta: 12:58:59, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5889, top5_acc: 0.8111, loss_cls: 1.6963, loss: 1.6963, grad_norm: 4.7317 2020-07-22 21:49:53,050 - mmaction - INFO - Epoch [35][700/940] lr: 1.000e-02, eta: 12:58:37, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5906, top5_acc: 0.8045, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.7454 2020-07-22 21:50:04,880 - mmaction - INFO - Epoch [35][720/940] lr: 1.000e-02, eta: 12:58:15, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5832, top5_acc: 0.7971, loss_cls: 1.7658, loss: 1.7658, grad_norm: 4.8084 2020-07-22 21:50:16,706 - mmaction - INFO - Epoch [35][740/940] lr: 1.000e-02, eta: 12:57:54, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5799, top5_acc: 0.8109, loss_cls: 1.7153, loss: 1.7153, grad_norm: 4.6814 2020-07-22 21:50:28,572 - mmaction - INFO - Epoch [35][760/940] lr: 1.000e-02, eta: 12:57:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7215, loss: 1.7215, grad_norm: 4.6362 2020-07-22 21:50:40,350 - mmaction - INFO - Epoch [35][780/940] lr: 1.000e-02, eta: 12:57:10, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8059, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.7499 2020-07-22 21:50:52,156 - mmaction - INFO - Epoch [35][800/940] lr: 1.000e-02, eta: 12:56:49, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5848, top5_acc: 0.8063, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.6796 2020-07-22 21:51:04,595 - mmaction - INFO - Epoch [35][820/940] lr: 1.000e-02, eta: 12:56:28, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.5967, top5_acc: 0.8107, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.6664 2020-07-22 21:51:16,471 - mmaction - INFO - Epoch [35][840/940] lr: 1.000e-02, eta: 12:56:07, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8053, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.7278 2020-07-22 21:51:28,565 - mmaction - INFO - Epoch [35][860/940] lr: 1.000e-02, eta: 12:55:46, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5889, top5_acc: 0.8098, loss_cls: 1.7072, loss: 1.7072, grad_norm: 4.7182 2020-07-22 21:51:40,322 - mmaction - INFO - Epoch [35][880/940] lr: 1.000e-02, eta: 12:55:24, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5826, top5_acc: 0.8080, loss_cls: 1.7096, loss: 1.7096, grad_norm: 4.6574 2020-07-22 21:51:52,893 - mmaction - INFO - Epoch [35][900/940] lr: 1.000e-02, eta: 12:55:04, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5842, top5_acc: 0.8100, loss_cls: 1.7305, loss: 1.7305, grad_norm: 4.8407 2020-07-22 21:52:05,411 - mmaction - INFO - Epoch [35][920/940] lr: 1.000e-02, eta: 12:54:44, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8131, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.7253 2020-07-22 21:52:16,668 - mmaction - INFO - Epoch [35][940/940] lr: 1.000e-02, eta: 12:54:21, time: 0.563, data_time: 0.001, memory: 8344, top1_acc: 0.5754, top5_acc: 0.7986, loss_cls: 1.7655, loss: 1.7655, grad_norm: 4.8497 2020-07-22 21:52:25,370 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-22 21:55:40,841 - mmaction - INFO - Epoch [36][20/940] lr: 1.000e-02, eta: 12:59:40, time: 9.749, data_time: 9.000, memory: 8344, top1_acc: 0.6006, top5_acc: 0.8135, loss_cls: 1.7003, loss: 1.7003, grad_norm: 4.5923 2020-07-22 21:55:53,291 - mmaction - INFO - Epoch [36][40/940] lr: 1.000e-02, eta: 12:59:19, time: 0.624, data_time: 0.004, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8230, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.6439 2020-07-22 21:56:05,066 - mmaction - INFO - Epoch [36][60/940] lr: 1.000e-02, eta: 12:58:57, time: 0.589, data_time: 0.004, memory: 8344, top1_acc: 0.6105, top5_acc: 0.8213, loss_cls: 1.6376, loss: 1.6376, grad_norm: 4.5971 2020-07-22 21:56:17,372 - mmaction - INFO - Epoch [36][80/940] lr: 1.000e-02, eta: 12:58:36, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.6973, loss: 1.6973, grad_norm: 4.7053 2020-07-22 21:56:29,685 - mmaction - INFO - Epoch [36][100/940] lr: 1.000e-02, eta: 12:58:15, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.5982, top5_acc: 0.8166, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.6796 2020-07-22 21:56:41,610 - mmaction - INFO - Epoch [36][120/940] lr: 1.000e-02, eta: 12:57:54, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5877, top5_acc: 0.8100, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.7478 2020-07-22 21:56:53,353 - mmaction - INFO - Epoch [36][140/940] lr: 1.000e-02, eta: 12:57:32, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.5977, top5_acc: 0.8240, loss_cls: 1.6484, loss: 1.6484, grad_norm: 4.6455 2020-07-22 21:57:05,186 - mmaction - INFO - Epoch [36][160/940] lr: 1.000e-02, eta: 12:57:10, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6944, loss: 1.6944, grad_norm: 4.7199 2020-07-22 21:57:17,584 - mmaction - INFO - Epoch [36][180/940] lr: 1.000e-02, eta: 12:56:50, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8119, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.7562 2020-07-22 21:57:29,971 - mmaction - INFO - Epoch [36][200/940] lr: 1.000e-02, eta: 12:56:29, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.5916, top5_acc: 0.8139, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.6634 2020-07-22 21:57:42,489 - mmaction - INFO - Epoch [36][220/940] lr: 1.000e-02, eta: 12:56:09, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5994, top5_acc: 0.8121, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.6805 2020-07-22 21:57:54,920 - mmaction - INFO - Epoch [36][240/940] lr: 1.000e-02, eta: 12:55:48, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5814, top5_acc: 0.8109, loss_cls: 1.7087, loss: 1.7087, grad_norm: 4.6826 2020-07-22 21:58:06,849 - mmaction - INFO - Epoch [36][260/940] lr: 1.000e-02, eta: 12:55:27, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.5873, top5_acc: 0.8064, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.7093 2020-07-22 21:58:19,277 - mmaction - INFO - Epoch [36][280/940] lr: 1.000e-02, eta: 12:55:06, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.5910, top5_acc: 0.8117, loss_cls: 1.7059, loss: 1.7059, grad_norm: 4.7342 2020-07-22 21:58:31,890 - mmaction - INFO - Epoch [36][300/940] lr: 1.000e-02, eta: 12:54:46, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5980, top5_acc: 0.8168, loss_cls: 1.6873, loss: 1.6873, grad_norm: 4.7119 2020-07-22 21:58:43,788 - mmaction - INFO - Epoch [36][320/940] lr: 1.000e-02, eta: 12:54:24, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5842, top5_acc: 0.8105, loss_cls: 1.7131, loss: 1.7131, grad_norm: 4.8304 2020-07-22 21:58:55,677 - mmaction - INFO - Epoch [36][340/940] lr: 1.000e-02, eta: 12:54:03, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8090, loss_cls: 1.7407, loss: 1.7407, grad_norm: 4.8028 2020-07-22 21:59:07,684 - mmaction - INFO - Epoch [36][360/940] lr: 1.000e-02, eta: 12:53:41, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8152, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.6616 2020-07-22 21:59:19,705 - mmaction - INFO - Epoch [36][380/940] lr: 1.000e-02, eta: 12:53:20, time: 0.601, data_time: 0.014, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8049, loss_cls: 1.7214, loss: 1.7214, grad_norm: 4.7087 2020-07-22 21:59:32,249 - mmaction - INFO - Epoch [36][400/940] lr: 1.000e-02, eta: 12:53:00, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8027, loss_cls: 1.7167, loss: 1.7167, grad_norm: 4.7278 2020-07-22 21:59:44,093 - mmaction - INFO - Epoch [36][420/940] lr: 1.000e-02, eta: 12:52:38, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5930, top5_acc: 0.8154, loss_cls: 1.6886, loss: 1.6886, grad_norm: 4.7084 2020-07-22 21:59:55,964 - mmaction - INFO - Epoch [36][440/940] lr: 1.000e-02, eta: 12:52:17, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5840, top5_acc: 0.8074, loss_cls: 1.7280, loss: 1.7280, grad_norm: 4.7395 2020-07-22 22:00:13,270 - mmaction - INFO - Epoch [36][460/940] lr: 1.000e-02, eta: 12:52:05, time: 0.862, data_time: 0.002, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8141, loss_cls: 1.6938, loss: 1.6938, grad_norm: 4.7516 2020-07-22 22:00:25,555 - mmaction - INFO - Epoch [36][480/940] lr: 1.000e-02, eta: 12:51:45, time: 0.618, data_time: 0.027, memory: 8344, top1_acc: 0.5803, top5_acc: 0.8158, loss_cls: 1.7044, loss: 1.7044, grad_norm: 4.7831 2020-07-22 22:00:38,023 - mmaction - INFO - Epoch [36][500/940] lr: 1.000e-02, eta: 12:51:24, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8094, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.7196 2020-07-22 22:00:50,591 - mmaction - INFO - Epoch [36][520/940] lr: 1.000e-02, eta: 12:51:04, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5807, top5_acc: 0.8053, loss_cls: 1.7466, loss: 1.7466, grad_norm: 4.7903 2020-07-22 22:01:02,330 - mmaction - INFO - Epoch [36][540/940] lr: 1.000e-02, eta: 12:50:42, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5752, top5_acc: 0.8070, loss_cls: 1.7270, loss: 1.7270, grad_norm: 4.7420 2020-07-22 22:01:14,306 - mmaction - INFO - Epoch [36][560/940] lr: 1.000e-02, eta: 12:50:21, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5729, top5_acc: 0.8055, loss_cls: 1.7517, loss: 1.7517, grad_norm: 4.7152 2020-07-22 22:01:26,187 - mmaction - INFO - Epoch [36][580/940] lr: 1.000e-02, eta: 12:50:00, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8117, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.7338 2020-07-22 22:01:38,618 - mmaction - INFO - Epoch [36][600/940] lr: 1.000e-02, eta: 12:49:39, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8076, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.8148 2020-07-22 22:01:50,441 - mmaction - INFO - Epoch [36][620/940] lr: 1.000e-02, eta: 12:49:18, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8113, loss_cls: 1.7030, loss: 1.7030, grad_norm: 4.7155 2020-07-22 22:02:02,267 - mmaction - INFO - Epoch [36][640/940] lr: 1.000e-02, eta: 12:48:56, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8184, loss_cls: 1.7018, loss: 1.7018, grad_norm: 4.7414 2020-07-22 22:02:14,817 - mmaction - INFO - Epoch [36][660/940] lr: 1.000e-02, eta: 12:48:36, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.5867, top5_acc: 0.8078, loss_cls: 1.7171, loss: 1.7171, grad_norm: 4.7911 2020-07-22 22:02:27,184 - mmaction - INFO - Epoch [36][680/940] lr: 1.000e-02, eta: 12:48:16, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5879, top5_acc: 0.8137, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.6821 2020-07-22 22:02:39,108 - mmaction - INFO - Epoch [36][700/940] lr: 1.000e-02, eta: 12:47:55, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5900, top5_acc: 0.8076, loss_cls: 1.7280, loss: 1.7280, grad_norm: 4.8111 2020-07-22 22:02:51,680 - mmaction - INFO - Epoch [36][720/940] lr: 1.000e-02, eta: 12:47:35, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5906, top5_acc: 0.8137, loss_cls: 1.6835, loss: 1.6835, grad_norm: 4.6799 2020-07-22 22:03:04,021 - mmaction - INFO - Epoch [36][740/940] lr: 1.000e-02, eta: 12:47:14, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.5955, top5_acc: 0.8135, loss_cls: 1.6902, loss: 1.6902, grad_norm: 4.6190 2020-07-22 22:03:15,980 - mmaction - INFO - Epoch [36][760/940] lr: 1.000e-02, eta: 12:46:53, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5879, top5_acc: 0.8100, loss_cls: 1.7210, loss: 1.7210, grad_norm: 4.8400 2020-07-22 22:03:27,852 - mmaction - INFO - Epoch [36][780/940] lr: 1.000e-02, eta: 12:46:32, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5828, top5_acc: 0.8059, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.7717 2020-07-22 22:03:39,605 - mmaction - INFO - Epoch [36][800/940] lr: 1.000e-02, eta: 12:46:10, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5766, top5_acc: 0.7959, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.7527 2020-07-22 22:03:52,161 - mmaction - INFO - Epoch [36][820/940] lr: 1.000e-02, eta: 12:45:50, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5848, top5_acc: 0.8025, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.7885 2020-07-22 22:04:03,893 - mmaction - INFO - Epoch [36][840/940] lr: 1.000e-02, eta: 12:45:28, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8129, loss_cls: 1.7161, loss: 1.7161, grad_norm: 4.6833 2020-07-22 22:04:15,893 - mmaction - INFO - Epoch [36][860/940] lr: 1.000e-02, eta: 12:45:07, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5904, top5_acc: 0.8086, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.7213 2020-07-22 22:04:28,386 - mmaction - INFO - Epoch [36][880/940] lr: 1.000e-02, eta: 12:44:47, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5818, top5_acc: 0.8123, loss_cls: 1.7430, loss: 1.7430, grad_norm: 4.6586 2020-07-22 22:04:40,218 - mmaction - INFO - Epoch [36][900/940] lr: 1.000e-02, eta: 12:44:26, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8104, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.6364 2020-07-22 22:04:52,196 - mmaction - INFO - Epoch [36][920/940] lr: 1.000e-02, eta: 12:44:05, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5818, top5_acc: 0.8131, loss_cls: 1.7135, loss: 1.7135, grad_norm: 4.7172 2020-07-22 22:05:03,440 - mmaction - INFO - Epoch [36][940/940] lr: 1.000e-02, eta: 12:43:43, time: 0.562, data_time: 0.003, memory: 8344, top1_acc: 0.5874, top5_acc: 0.8051, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.8240 2020-07-22 22:07:31,990 - mmaction - INFO - Epoch [37][20/940] lr: 1.000e-02, eta: 12:47:03, time: 6.823, data_time: 6.191, memory: 8344, top1_acc: 0.6041, top5_acc: 0.8227, loss_cls: 1.6518, loss: 1.6518, grad_norm: 4.7080 2020-07-22 22:07:43,751 - mmaction - INFO - Epoch [37][40/940] lr: 1.000e-02, eta: 12:46:41, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8135, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.6063 2020-07-22 22:07:56,299 - mmaction - INFO - Epoch [37][60/940] lr: 1.000e-02, eta: 12:46:21, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6018, top5_acc: 0.8168, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.6941 2020-07-22 22:08:08,707 - mmaction - INFO - Epoch [37][80/940] lr: 1.000e-02, eta: 12:46:00, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5914, top5_acc: 0.8182, loss_cls: 1.6835, loss: 1.6835, grad_norm: 4.7104 2020-07-22 22:08:20,673 - mmaction - INFO - Epoch [37][100/940] lr: 1.000e-02, eta: 12:45:39, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8191, loss_cls: 1.6845, loss: 1.6845, grad_norm: 4.5807 2020-07-22 22:08:32,487 - mmaction - INFO - Epoch [37][120/940] lr: 1.000e-02, eta: 12:45:18, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6029, top5_acc: 0.8260, loss_cls: 1.6294, loss: 1.6294, grad_norm: 4.6031 2020-07-22 22:08:45,178 - mmaction - INFO - Epoch [37][140/940] lr: 1.000e-02, eta: 12:44:58, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5977, top5_acc: 0.8213, loss_cls: 1.6519, loss: 1.6519, grad_norm: 4.6108 2020-07-22 22:08:57,078 - mmaction - INFO - Epoch [37][160/940] lr: 1.000e-02, eta: 12:44:37, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5967, top5_acc: 0.8174, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.6291 2020-07-22 22:09:09,531 - mmaction - INFO - Epoch [37][180/940] lr: 1.000e-02, eta: 12:44:16, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.5996, top5_acc: 0.8158, loss_cls: 1.6558, loss: 1.6558, grad_norm: 4.6744 2020-07-22 22:09:21,413 - mmaction - INFO - Epoch [37][200/940] lr: 1.000e-02, eta: 12:43:55, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6021, top5_acc: 0.8207, loss_cls: 1.6508, loss: 1.6508, grad_norm: 4.6325 2020-07-22 22:09:33,219 - mmaction - INFO - Epoch [37][220/940] lr: 1.000e-02, eta: 12:43:34, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6021, top5_acc: 0.8148, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.7073 2020-07-22 22:09:45,728 - mmaction - INFO - Epoch [37][240/940] lr: 1.000e-02, eta: 12:43:13, time: 0.626, data_time: 0.009, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8145, loss_cls: 1.6911, loss: 1.6911, grad_norm: 4.7230 2020-07-22 22:09:57,537 - mmaction - INFO - Epoch [37][260/940] lr: 1.000e-02, eta: 12:42:52, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5928, top5_acc: 0.8172, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.7975 2020-07-22 22:10:09,365 - mmaction - INFO - Epoch [37][280/940] lr: 1.000e-02, eta: 12:42:31, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5988, top5_acc: 0.8127, loss_cls: 1.6854, loss: 1.6854, grad_norm: 4.7484 2020-07-22 22:10:21,207 - mmaction - INFO - Epoch [37][300/940] lr: 1.000e-02, eta: 12:42:09, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6012, top5_acc: 0.8076, loss_cls: 1.6929, loss: 1.6929, grad_norm: 4.6750 2020-07-22 22:10:33,093 - mmaction - INFO - Epoch [37][320/940] lr: 1.000e-02, eta: 12:41:48, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5979, top5_acc: 0.8209, loss_cls: 1.6850, loss: 1.6850, grad_norm: 4.7065 2020-07-22 22:10:45,097 - mmaction - INFO - Epoch [37][340/940] lr: 1.000e-02, eta: 12:41:27, time: 0.600, data_time: 0.009, memory: 8344, top1_acc: 0.5826, top5_acc: 0.8055, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.7781 2020-07-22 22:10:57,549 - mmaction - INFO - Epoch [37][360/940] lr: 1.000e-02, eta: 12:41:07, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5873, top5_acc: 0.8064, loss_cls: 1.7189, loss: 1.7189, grad_norm: 4.7224 2020-07-22 22:11:09,378 - mmaction - INFO - Epoch [37][380/940] lr: 1.000e-02, eta: 12:40:46, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5965, top5_acc: 0.8156, loss_cls: 1.6902, loss: 1.6902, grad_norm: 4.7352 2020-07-22 22:11:21,925 - mmaction - INFO - Epoch [37][400/940] lr: 1.000e-02, eta: 12:40:26, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5881, top5_acc: 0.8178, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.7855 2020-07-22 22:11:34,387 - mmaction - INFO - Epoch [37][420/940] lr: 1.000e-02, eta: 12:40:05, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6062, top5_acc: 0.8281, loss_cls: 1.6372, loss: 1.6372, grad_norm: 4.7047 2020-07-22 22:11:46,309 - mmaction - INFO - Epoch [37][440/940] lr: 1.000e-02, eta: 12:39:44, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5986, top5_acc: 0.8160, loss_cls: 1.6623, loss: 1.6623, grad_norm: 4.7806 2020-07-22 22:11:58,801 - mmaction - INFO - Epoch [37][460/940] lr: 1.000e-02, eta: 12:39:24, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8143, loss_cls: 1.6972, loss: 1.6972, grad_norm: 4.8598 2020-07-22 22:12:10,591 - mmaction - INFO - Epoch [37][480/940] lr: 1.000e-02, eta: 12:39:03, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5895, top5_acc: 0.8053, loss_cls: 1.7156, loss: 1.7156, grad_norm: 4.8020 2020-07-22 22:12:22,488 - mmaction - INFO - Epoch [37][500/940] lr: 1.000e-02, eta: 12:38:42, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5893, top5_acc: 0.8139, loss_cls: 1.7033, loss: 1.7033, grad_norm: 4.6938 2020-07-22 22:12:34,330 - mmaction - INFO - Epoch [37][520/940] lr: 1.000e-02, eta: 12:38:21, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5900, top5_acc: 0.8129, loss_cls: 1.7028, loss: 1.7028, grad_norm: 4.7416 2020-07-22 22:12:46,681 - mmaction - INFO - Epoch [37][540/940] lr: 1.000e-02, eta: 12:38:00, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.5842, top5_acc: 0.8107, loss_cls: 1.7235, loss: 1.7235, grad_norm: 4.7369 2020-07-22 22:12:58,650 - mmaction - INFO - Epoch [37][560/940] lr: 1.000e-02, eta: 12:37:39, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8182, loss_cls: 1.6854, loss: 1.6854, grad_norm: 4.7306 2020-07-22 22:13:10,521 - mmaction - INFO - Epoch [37][580/940] lr: 1.000e-02, eta: 12:37:18, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8113, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.6626 2020-07-22 22:13:22,923 - mmaction - INFO - Epoch [37][600/940] lr: 1.000e-02, eta: 12:36:58, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.5846, top5_acc: 0.8105, loss_cls: 1.7313, loss: 1.7313, grad_norm: 4.8243 2020-07-22 22:13:35,228 - mmaction - INFO - Epoch [37][620/940] lr: 1.000e-02, eta: 12:36:38, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.5895, top5_acc: 0.8107, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.6734 2020-07-22 22:13:47,199 - mmaction - INFO - Epoch [37][640/940] lr: 1.000e-02, eta: 12:36:17, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5947, top5_acc: 0.8154, loss_cls: 1.7062, loss: 1.7062, grad_norm: 4.7192 2020-07-22 22:13:58,976 - mmaction - INFO - Epoch [37][660/940] lr: 1.000e-02, eta: 12:35:56, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8096, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.7370 2020-07-22 22:14:10,859 - mmaction - INFO - Epoch [37][680/940] lr: 1.000e-02, eta: 12:35:35, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5768, top5_acc: 0.8119, loss_cls: 1.7533, loss: 1.7533, grad_norm: 4.8117 2020-07-22 22:14:23,335 - mmaction - INFO - Epoch [37][700/940] lr: 1.000e-02, eta: 12:35:15, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8146, loss_cls: 1.6894, loss: 1.6894, grad_norm: 4.7794 2020-07-22 22:14:35,353 - mmaction - INFO - Epoch [37][720/940] lr: 1.000e-02, eta: 12:34:54, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5859, top5_acc: 0.8131, loss_cls: 1.7125, loss: 1.7125, grad_norm: 4.7616 2020-07-22 22:14:47,680 - mmaction - INFO - Epoch [37][740/940] lr: 1.000e-02, eta: 12:34:34, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8068, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.7172 2020-07-22 22:15:00,309 - mmaction - INFO - Epoch [37][760/940] lr: 1.000e-02, eta: 12:34:14, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5822, top5_acc: 0.8002, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.7428 2020-07-22 22:15:12,079 - mmaction - INFO - Epoch [37][780/940] lr: 1.000e-02, eta: 12:33:53, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5971, top5_acc: 0.8201, loss_cls: 1.6627, loss: 1.6627, grad_norm: 4.7418 2020-07-22 22:15:24,708 - mmaction - INFO - Epoch [37][800/940] lr: 1.000e-02, eta: 12:33:33, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8084, loss_cls: 1.6932, loss: 1.6932, grad_norm: 4.7237 2020-07-22 22:15:36,507 - mmaction - INFO - Epoch [37][820/940] lr: 1.000e-02, eta: 12:33:12, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5848, top5_acc: 0.8100, loss_cls: 1.7420, loss: 1.7420, grad_norm: 4.8181 2020-07-22 22:15:48,451 - mmaction - INFO - Epoch [37][840/940] lr: 1.000e-02, eta: 12:32:51, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5865, top5_acc: 0.8119, loss_cls: 1.7351, loss: 1.7351, grad_norm: 4.7523 2020-07-22 22:16:01,101 - mmaction - INFO - Epoch [37][860/940] lr: 1.000e-02, eta: 12:32:31, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5869, top5_acc: 0.8068, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.7513 2020-07-22 22:16:12,893 - mmaction - INFO - Epoch [37][880/940] lr: 1.000e-02, eta: 12:32:10, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5885, top5_acc: 0.8125, loss_cls: 1.6954, loss: 1.6954, grad_norm: 4.7631 2020-07-22 22:16:25,418 - mmaction - INFO - Epoch [37][900/940] lr: 1.000e-02, eta: 12:31:50, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8088, loss_cls: 1.6904, loss: 1.6904, grad_norm: 4.7114 2020-07-22 22:16:37,914 - mmaction - INFO - Epoch [37][920/940] lr: 1.000e-02, eta: 12:31:31, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.5885, top5_acc: 0.8029, loss_cls: 1.7354, loss: 1.7354, grad_norm: 4.6878 2020-07-22 22:16:49,103 - mmaction - INFO - Epoch [37][940/940] lr: 1.000e-02, eta: 12:31:08, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.5813, top5_acc: 0.8140, loss_cls: 1.7052, loss: 1.7052, grad_norm: 4.8282 2020-07-22 22:19:13,936 - mmaction - INFO - Epoch [38][20/940] lr: 1.000e-02, eta: 12:34:28, time: 7.079, data_time: 6.401, memory: 8344, top1_acc: 0.6018, top5_acc: 0.8178, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.6238 2020-07-22 22:19:27,303 - mmaction - INFO - Epoch [38][40/940] lr: 1.000e-02, eta: 12:34:10, time: 0.667, data_time: 0.001, memory: 8344, top1_acc: 0.6020, top5_acc: 0.8186, loss_cls: 1.6717, loss: 1.6717, grad_norm: 4.6350 2020-07-22 22:19:39,707 - mmaction - INFO - Epoch [38][60/940] lr: 1.000e-02, eta: 12:33:49, time: 0.621, data_time: 0.004, memory: 8344, top1_acc: 0.6131, top5_acc: 0.8273, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.6283 2020-07-22 22:19:51,475 - mmaction - INFO - Epoch [38][80/940] lr: 1.000e-02, eta: 12:33:28, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6100, top5_acc: 0.8246, loss_cls: 1.6457, loss: 1.6457, grad_norm: 4.7442 2020-07-22 22:20:03,251 - mmaction - INFO - Epoch [38][100/940] lr: 1.000e-02, eta: 12:33:07, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8166, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.7917 2020-07-22 22:20:15,784 - mmaction - INFO - Epoch [38][120/940] lr: 1.000e-02, eta: 12:32:47, time: 0.627, data_time: 0.013, memory: 8344, top1_acc: 0.6002, top5_acc: 0.8123, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.6470 2020-07-22 22:20:27,577 - mmaction - INFO - Epoch [38][140/940] lr: 1.000e-02, eta: 12:32:26, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6018, top5_acc: 0.8258, loss_cls: 1.6350, loss: 1.6350, grad_norm: 4.6993 2020-07-22 22:20:40,111 - mmaction - INFO - Epoch [38][160/940] lr: 1.000e-02, eta: 12:32:06, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6023, top5_acc: 0.8225, loss_cls: 1.6407, loss: 1.6407, grad_norm: 4.6795 2020-07-22 22:20:51,930 - mmaction - INFO - Epoch [38][180/940] lr: 1.000e-02, eta: 12:31:45, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8088, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.7182 2020-07-22 22:21:04,459 - mmaction - INFO - Epoch [38][200/940] lr: 1.000e-02, eta: 12:31:25, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6123, top5_acc: 0.8248, loss_cls: 1.6269, loss: 1.6269, grad_norm: 4.6710 2020-07-22 22:21:16,300 - mmaction - INFO - Epoch [38][220/940] lr: 1.000e-02, eta: 12:31:04, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6078, top5_acc: 0.8184, loss_cls: 1.6299, loss: 1.6299, grad_norm: 4.6180 2020-07-22 22:21:28,689 - mmaction - INFO - Epoch [38][240/940] lr: 1.000e-02, eta: 12:30:44, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6451, loss: 1.6451, grad_norm: 4.7000 2020-07-22 22:21:40,792 - mmaction - INFO - Epoch [38][260/940] lr: 1.000e-02, eta: 12:30:23, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5992, top5_acc: 0.8217, loss_cls: 1.6531, loss: 1.6531, grad_norm: 4.7747 2020-07-22 22:21:52,599 - mmaction - INFO - Epoch [38][280/940] lr: 1.000e-02, eta: 12:30:02, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6088, top5_acc: 0.8240, loss_cls: 1.6199, loss: 1.6199, grad_norm: 4.7267 2020-07-22 22:22:05,065 - mmaction - INFO - Epoch [38][300/940] lr: 1.000e-02, eta: 12:29:42, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8100, loss_cls: 1.6952, loss: 1.6952, grad_norm: 4.7540 2020-07-22 22:22:17,612 - mmaction - INFO - Epoch [38][320/940] lr: 1.000e-02, eta: 12:29:22, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6039, top5_acc: 0.8154, loss_cls: 1.6830, loss: 1.6830, grad_norm: 4.7842 2020-07-22 22:22:29,960 - mmaction - INFO - Epoch [38][340/940] lr: 1.000e-02, eta: 12:29:02, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.5936, top5_acc: 0.8113, loss_cls: 1.6984, loss: 1.6984, grad_norm: 4.7226 2020-07-22 22:22:41,882 - mmaction - INFO - Epoch [38][360/940] lr: 1.000e-02, eta: 12:28:41, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8133, loss_cls: 1.6854, loss: 1.6854, grad_norm: 4.8070 2020-07-22 22:22:54,443 - mmaction - INFO - Epoch [38][380/940] lr: 1.000e-02, eta: 12:28:21, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5879, top5_acc: 0.8143, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.7259 2020-07-22 22:23:06,442 - mmaction - INFO - Epoch [38][400/940] lr: 1.000e-02, eta: 12:28:00, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6012, top5_acc: 0.8193, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.7416 2020-07-22 22:23:18,929 - mmaction - INFO - Epoch [38][420/940] lr: 1.000e-02, eta: 12:27:41, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5840, top5_acc: 0.8123, loss_cls: 1.7040, loss: 1.7040, grad_norm: 4.7634 2020-07-22 22:23:30,802 - mmaction - INFO - Epoch [38][440/940] lr: 1.000e-02, eta: 12:27:20, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8041, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.7276 2020-07-22 22:23:42,631 - mmaction - INFO - Epoch [38][460/940] lr: 1.000e-02, eta: 12:26:59, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8035, loss_cls: 1.7358, loss: 1.7358, grad_norm: 4.8125 2020-07-22 22:23:55,181 - mmaction - INFO - Epoch [38][480/940] lr: 1.000e-02, eta: 12:26:39, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5984, top5_acc: 0.8160, loss_cls: 1.6837, loss: 1.6837, grad_norm: 4.7101 2020-07-22 22:24:07,186 - mmaction - INFO - Epoch [38][500/940] lr: 1.000e-02, eta: 12:26:18, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5965, top5_acc: 0.8063, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.6602 2020-07-22 22:24:19,763 - mmaction - INFO - Epoch [38][520/940] lr: 1.000e-02, eta: 12:25:59, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8164, loss_cls: 1.6899, loss: 1.6899, grad_norm: 4.7476 2020-07-22 22:24:31,571 - mmaction - INFO - Epoch [38][540/940] lr: 1.000e-02, eta: 12:25:38, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5811, top5_acc: 0.7967, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.8499 2020-07-22 22:24:43,567 - mmaction - INFO - Epoch [38][560/940] lr: 1.000e-02, eta: 12:25:17, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5916, top5_acc: 0.8154, loss_cls: 1.6973, loss: 1.6973, grad_norm: 4.7051 2020-07-22 22:24:55,940 - mmaction - INFO - Epoch [38][580/940] lr: 1.000e-02, eta: 12:24:57, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5930, top5_acc: 0.8131, loss_cls: 1.6878, loss: 1.6878, grad_norm: 4.6764 2020-07-22 22:25:08,313 - mmaction - INFO - Epoch [38][600/940] lr: 1.000e-02, eta: 12:24:37, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.5988, top5_acc: 0.8131, loss_cls: 1.6864, loss: 1.6864, grad_norm: 4.7447 2020-07-22 22:25:20,166 - mmaction - INFO - Epoch [38][620/940] lr: 1.000e-02, eta: 12:24:16, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8127, loss_cls: 1.6802, loss: 1.6802, grad_norm: 4.7320 2020-07-22 22:25:32,640 - mmaction - INFO - Epoch [38][640/940] lr: 1.000e-02, eta: 12:23:56, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5949, top5_acc: 0.8123, loss_cls: 1.6932, loss: 1.6932, grad_norm: 4.7881 2020-07-22 22:25:44,487 - mmaction - INFO - Epoch [38][660/940] lr: 1.000e-02, eta: 12:23:35, time: 0.595, data_time: 0.005, memory: 8344, top1_acc: 0.5975, top5_acc: 0.8145, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.6710 2020-07-22 22:25:57,203 - mmaction - INFO - Epoch [38][680/940] lr: 1.000e-02, eta: 12:23:16, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5939, top5_acc: 0.8187, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.6743 2020-07-22 22:26:09,064 - mmaction - INFO - Epoch [38][700/940] lr: 1.000e-02, eta: 12:22:55, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8199, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.6991 2020-07-22 22:26:21,535 - mmaction - INFO - Epoch [38][720/940] lr: 1.000e-02, eta: 12:22:35, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8100, loss_cls: 1.6916, loss: 1.6916, grad_norm: 4.7740 2020-07-22 22:26:33,366 - mmaction - INFO - Epoch [38][740/940] lr: 1.000e-02, eta: 12:22:15, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5988, top5_acc: 0.8162, loss_cls: 1.6998, loss: 1.6998, grad_norm: 4.7687 2020-07-22 22:26:45,791 - mmaction - INFO - Epoch [38][760/940] lr: 1.000e-02, eta: 12:21:55, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8160, loss_cls: 1.6839, loss: 1.6839, grad_norm: 4.7408 2020-07-22 22:26:57,688 - mmaction - INFO - Epoch [38][780/940] lr: 1.000e-02, eta: 12:21:34, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6860, loss: 1.6860, grad_norm: 4.6721 2020-07-22 22:27:10,212 - mmaction - INFO - Epoch [38][800/940] lr: 1.000e-02, eta: 12:21:14, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6025, top5_acc: 0.8135, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.5956 2020-07-22 22:27:22,049 - mmaction - INFO - Epoch [38][820/940] lr: 1.000e-02, eta: 12:20:54, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5904, top5_acc: 0.8170, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.6774 2020-07-22 22:27:34,396 - mmaction - INFO - Epoch [38][840/940] lr: 1.000e-02, eta: 12:20:34, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8078, loss_cls: 1.6958, loss: 1.6958, grad_norm: 4.6960 2020-07-22 22:28:04,164 - mmaction - INFO - Epoch [38][860/940] lr: 1.000e-02, eta: 12:20:42, time: 1.487, data_time: 0.028, memory: 8344, top1_acc: 0.5811, top5_acc: 0.8061, loss_cls: 1.7390, loss: 1.7390, grad_norm: 4.7524 2020-07-22 22:28:25,950 - mmaction - INFO - Epoch [38][880/940] lr: 1.000e-02, eta: 12:20:38, time: 1.090, data_time: 0.289, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8090, loss_cls: 1.6977, loss: 1.6977, grad_norm: 4.6353 2020-07-22 22:28:38,595 - mmaction - INFO - Epoch [38][900/940] lr: 1.000e-02, eta: 12:20:18, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5986, top5_acc: 0.8199, loss_cls: 1.6611, loss: 1.6611, grad_norm: 4.6174 2020-07-22 22:28:50,401 - mmaction - INFO - Epoch [38][920/940] lr: 1.000e-02, eta: 12:19:57, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8094, loss_cls: 1.7030, loss: 1.7030, grad_norm: 4.6547 2020-07-22 22:29:01,577 - mmaction - INFO - Epoch [38][940/940] lr: 1.000e-02, eta: 12:19:36, time: 0.560, data_time: 0.003, memory: 8344, top1_acc: 0.5929, top5_acc: 0.8165, loss_cls: 1.6997, loss: 1.6997, grad_norm: 4.7428 2020-07-22 22:34:03,236 - mmaction - INFO - Epoch [39][20/940] lr: 1.000e-02, eta: 12:26:43, time: 14.324, data_time: 13.574, memory: 8344, top1_acc: 0.5887, top5_acc: 0.8137, loss_cls: 1.6973, loss: 1.6973, grad_norm: 4.7582 2020-07-22 22:34:15,694 - mmaction - INFO - Epoch [39][40/940] lr: 1.000e-02, eta: 12:26:22, time: 0.624, data_time: 0.006, memory: 8344, top1_acc: 0.6082, top5_acc: 0.8111, loss_cls: 1.6580, loss: 1.6580, grad_norm: 4.6672 2020-07-22 22:34:27,894 - mmaction - INFO - Epoch [39][60/940] lr: 1.000e-02, eta: 12:26:02, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.6100, top5_acc: 0.8250, loss_cls: 1.6017, loss: 1.6017, grad_norm: 4.5915 2020-07-22 22:34:39,821 - mmaction - INFO - Epoch [39][80/940] lr: 1.000e-02, eta: 12:25:41, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6094, top5_acc: 0.8258, loss_cls: 1.6174, loss: 1.6174, grad_norm: 4.6250 2020-07-22 22:34:52,136 - mmaction - INFO - Epoch [39][100/940] lr: 1.000e-02, eta: 12:25:21, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6049, top5_acc: 0.8252, loss_cls: 1.6208, loss: 1.6208, grad_norm: 4.5797 2020-07-22 22:35:03,838 - mmaction - INFO - Epoch [39][120/940] lr: 1.000e-02, eta: 12:24:59, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5990, top5_acc: 0.8211, loss_cls: 1.6323, loss: 1.6323, grad_norm: 4.6842 2020-07-22 22:35:16,337 - mmaction - INFO - Epoch [39][140/940] lr: 1.000e-02, eta: 12:24:39, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8131, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.7274 2020-07-22 22:35:28,152 - mmaction - INFO - Epoch [39][160/940] lr: 1.000e-02, eta: 12:24:18, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6025, top5_acc: 0.8242, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.6785 2020-07-22 22:35:48,805 - mmaction - INFO - Epoch [39][180/940] lr: 1.000e-02, eta: 12:24:11, time: 1.031, data_time: 0.044, memory: 8344, top1_acc: 0.6029, top5_acc: 0.8229, loss_cls: 1.6414, loss: 1.6414, grad_norm: 4.6540 2020-07-22 22:36:20,164 - mmaction - INFO - Epoch [39][200/940] lr: 1.000e-02, eta: 12:24:22, time: 1.568, data_time: 0.111, memory: 8344, top1_acc: 0.6088, top5_acc: 0.8221, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.6569 2020-07-22 22:36:39,628 - mmaction - INFO - Epoch [39][220/940] lr: 1.000e-02, eta: 12:24:13, time: 0.975, data_time: 0.184, memory: 8344, top1_acc: 0.6068, top5_acc: 0.8203, loss_cls: 1.6357, loss: 1.6357, grad_norm: 4.6293 2020-07-22 22:36:51,450 - mmaction - INFO - Epoch [39][240/940] lr: 1.000e-02, eta: 12:23:52, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6023, top5_acc: 0.8203, loss_cls: 1.6483, loss: 1.6483, grad_norm: 4.6459 2020-07-22 22:37:03,335 - mmaction - INFO - Epoch [39][260/940] lr: 1.000e-02, eta: 12:23:31, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8182, loss_cls: 1.6471, loss: 1.6471, grad_norm: 4.7233 2020-07-22 22:37:15,215 - mmaction - INFO - Epoch [39][280/940] lr: 1.000e-02, eta: 12:23:10, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6006, top5_acc: 0.8205, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.7584 2020-07-22 22:37:27,628 - mmaction - INFO - Epoch [39][300/940] lr: 1.000e-02, eta: 12:22:50, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.5973, top5_acc: 0.8090, loss_cls: 1.6847, loss: 1.6847, grad_norm: 4.7033 2020-07-22 22:37:39,570 - mmaction - INFO - Epoch [39][320/940] lr: 1.000e-02, eta: 12:22:29, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5975, top5_acc: 0.8193, loss_cls: 1.6929, loss: 1.6929, grad_norm: 4.7728 2020-07-22 22:37:51,339 - mmaction - INFO - Epoch [39][340/940] lr: 1.000e-02, eta: 12:22:08, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6025, top5_acc: 0.8223, loss_cls: 1.6474, loss: 1.6474, grad_norm: 4.6658 2020-07-22 22:38:04,022 - mmaction - INFO - Epoch [39][360/940] lr: 1.000e-02, eta: 12:21:48, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.6066, top5_acc: 0.8250, loss_cls: 1.6259, loss: 1.6259, grad_norm: 4.6331 2020-07-22 22:38:15,819 - mmaction - INFO - Epoch [39][380/940] lr: 1.000e-02, eta: 12:21:27, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8111, loss_cls: 1.6907, loss: 1.6907, grad_norm: 4.7394 2020-07-22 22:38:28,361 - mmaction - INFO - Epoch [39][400/940] lr: 1.000e-02, eta: 12:21:07, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5898, top5_acc: 0.8084, loss_cls: 1.7301, loss: 1.7301, grad_norm: 4.8557 2020-07-22 22:38:40,186 - mmaction - INFO - Epoch [39][420/940] lr: 1.000e-02, eta: 12:20:46, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6002, top5_acc: 0.8209, loss_cls: 1.6443, loss: 1.6443, grad_norm: 4.7575 2020-07-22 22:38:52,745 - mmaction - INFO - Epoch [39][440/940] lr: 1.000e-02, eta: 12:20:26, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5871, top5_acc: 0.8061, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.7570 2020-07-22 22:39:05,222 - mmaction - INFO - Epoch [39][460/940] lr: 1.000e-02, eta: 12:20:06, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6016, top5_acc: 0.8146, loss_cls: 1.6710, loss: 1.6710, grad_norm: 4.6646 2020-07-22 22:39:17,765 - mmaction - INFO - Epoch [39][480/940] lr: 1.000e-02, eta: 12:19:46, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.5916, top5_acc: 0.8102, loss_cls: 1.7106, loss: 1.7106, grad_norm: 4.7447 2020-07-22 22:39:29,559 - mmaction - INFO - Epoch [39][500/940] lr: 1.000e-02, eta: 12:19:25, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6014, top5_acc: 0.8174, loss_cls: 1.6716, loss: 1.6716, grad_norm: 4.6686 2020-07-22 22:39:42,143 - mmaction - INFO - Epoch [39][520/940] lr: 1.000e-02, eta: 12:19:05, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8143, loss_cls: 1.6877, loss: 1.6877, grad_norm: 4.7368 2020-07-22 22:39:53,882 - mmaction - INFO - Epoch [39][540/940] lr: 1.000e-02, eta: 12:18:44, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.7315 2020-07-22 22:40:06,334 - mmaction - INFO - Epoch [39][560/940] lr: 1.000e-02, eta: 12:18:24, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6029, top5_acc: 0.8117, loss_cls: 1.6738, loss: 1.6738, grad_norm: 4.7661 2020-07-22 22:40:18,499 - mmaction - INFO - Epoch [39][580/940] lr: 1.000e-02, eta: 12:18:04, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5889, top5_acc: 0.8113, loss_cls: 1.7046, loss: 1.7046, grad_norm: 4.8071 2020-07-22 22:40:30,341 - mmaction - INFO - Epoch [39][600/940] lr: 1.000e-02, eta: 12:17:43, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8176, loss_cls: 1.6483, loss: 1.6483, grad_norm: 4.7664 2020-07-22 22:40:42,293 - mmaction - INFO - Epoch [39][620/940] lr: 1.000e-02, eta: 12:17:22, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8123, loss_cls: 1.7009, loss: 1.7009, grad_norm: 4.8369 2020-07-22 22:40:54,665 - mmaction - INFO - Epoch [39][640/940] lr: 1.000e-02, eta: 12:17:02, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6041, top5_acc: 0.8180, loss_cls: 1.6613, loss: 1.6613, grad_norm: 4.7589 2020-07-22 22:41:06,451 - mmaction - INFO - Epoch [39][660/940] lr: 1.000e-02, eta: 12:16:41, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5936, top5_acc: 0.8229, loss_cls: 1.6610, loss: 1.6610, grad_norm: 4.7735 2020-07-22 22:41:18,949 - mmaction - INFO - Epoch [39][680/940] lr: 1.000e-02, eta: 12:16:21, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6121, top5_acc: 0.8250, loss_cls: 1.6102, loss: 1.6102, grad_norm: 4.6251 2020-07-22 22:41:30,787 - mmaction - INFO - Epoch [39][700/940] lr: 1.000e-02, eta: 12:16:00, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8170, loss_cls: 1.6780, loss: 1.6780, grad_norm: 4.7570 2020-07-22 22:41:42,695 - mmaction - INFO - Epoch [39][720/940] lr: 1.000e-02, eta: 12:15:40, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8086, loss_cls: 1.7051, loss: 1.7051, grad_norm: 4.7763 2020-07-22 22:41:54,531 - mmaction - INFO - Epoch [39][740/940] lr: 1.000e-02, eta: 12:15:19, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8094, loss_cls: 1.6753, loss: 1.6753, grad_norm: 4.6796 2020-07-22 22:42:06,973 - mmaction - INFO - Epoch [39][760/940] lr: 1.000e-02, eta: 12:14:59, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.5893, top5_acc: 0.8150, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.7548 2020-07-22 22:42:18,804 - mmaction - INFO - Epoch [39][780/940] lr: 1.000e-02, eta: 12:14:38, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5846, top5_acc: 0.8074, loss_cls: 1.7254, loss: 1.7254, grad_norm: 4.8138 2020-07-22 22:42:31,261 - mmaction - INFO - Epoch [39][800/940] lr: 1.000e-02, eta: 12:14:18, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5936, top5_acc: 0.8111, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.8159 2020-07-22 22:42:43,123 - mmaction - INFO - Epoch [39][820/940] lr: 1.000e-02, eta: 12:13:57, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8113, loss_cls: 1.6823, loss: 1.6823, grad_norm: 4.6429 2020-07-22 22:42:55,654 - mmaction - INFO - Epoch [39][840/940] lr: 1.000e-02, eta: 12:13:38, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.5984, top5_acc: 0.8107, loss_cls: 1.6946, loss: 1.6946, grad_norm: 4.6714 2020-07-22 22:43:07,424 - mmaction - INFO - Epoch [39][860/940] lr: 1.000e-02, eta: 12:13:17, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5930, top5_acc: 0.8057, loss_cls: 1.7048, loss: 1.7048, grad_norm: 4.6434 2020-07-22 22:43:19,901 - mmaction - INFO - Epoch [39][880/940] lr: 1.000e-02, eta: 12:12:57, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5770, top5_acc: 0.8064, loss_cls: 1.7405, loss: 1.7405, grad_norm: 4.7925 2020-07-22 22:43:31,701 - mmaction - INFO - Epoch [39][900/940] lr: 1.000e-02, eta: 12:12:36, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8139, loss_cls: 1.7264, loss: 1.7264, grad_norm: 4.9485 2020-07-22 22:43:43,541 - mmaction - INFO - Epoch [39][920/940] lr: 1.000e-02, eta: 12:12:15, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5906, top5_acc: 0.8092, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.7978 2020-07-22 22:43:55,450 - mmaction - INFO - Epoch [39][940/940] lr: 1.000e-02, eta: 12:11:55, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5988, top5_acc: 0.8161, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.7800 2020-07-22 22:47:25,178 - mmaction - INFO - Epoch [40][20/940] lr: 1.000e-02, eta: 12:16:21, time: 9.764, data_time: 8.975, memory: 8344, top1_acc: 0.5967, top5_acc: 0.8184, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.6261 2020-07-22 22:47:36,968 - mmaction - INFO - Epoch [40][40/940] lr: 1.000e-02, eta: 12:16:00, time: 0.589, data_time: 0.005, memory: 8344, top1_acc: 0.6113, top5_acc: 0.8180, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.5821 2020-07-22 22:47:48,756 - mmaction - INFO - Epoch [40][60/940] lr: 1.000e-02, eta: 12:15:39, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6127, top5_acc: 0.8203, loss_cls: 1.6023, loss: 1.6023, grad_norm: 4.5469 2020-07-22 22:48:00,514 - mmaction - INFO - Epoch [40][80/940] lr: 1.000e-02, eta: 12:15:17, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6095, loss: 1.6095, grad_norm: 4.6517 2020-07-22 22:48:12,916 - mmaction - INFO - Epoch [40][100/940] lr: 1.000e-02, eta: 12:14:57, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6016, top5_acc: 0.8258, loss_cls: 1.6189, loss: 1.6189, grad_norm: 4.6311 2020-07-22 22:48:25,255 - mmaction - INFO - Epoch [40][120/940] lr: 1.000e-02, eta: 12:14:37, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6062, top5_acc: 0.8209, loss_cls: 1.6528, loss: 1.6528, grad_norm: 4.8003 2020-07-22 22:48:37,616 - mmaction - INFO - Epoch [40][140/940] lr: 1.000e-02, eta: 12:14:17, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8209, loss_cls: 1.6533, loss: 1.6533, grad_norm: 4.7616 2020-07-22 22:48:49,417 - mmaction - INFO - Epoch [40][160/940] lr: 1.000e-02, eta: 12:13:56, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6135, top5_acc: 0.8225, loss_cls: 1.6327, loss: 1.6327, grad_norm: 4.6629 2020-07-22 22:49:01,793 - mmaction - INFO - Epoch [40][180/940] lr: 1.000e-02, eta: 12:13:36, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6129, top5_acc: 0.8264, loss_cls: 1.6139, loss: 1.6139, grad_norm: 4.7250 2020-07-22 22:49:13,671 - mmaction - INFO - Epoch [40][200/940] lr: 1.000e-02, eta: 12:13:15, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6064, top5_acc: 0.8195, loss_cls: 1.6298, loss: 1.6298, grad_norm: 4.6727 2020-07-22 22:49:25,989 - mmaction - INFO - Epoch [40][220/940] lr: 1.000e-02, eta: 12:12:55, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8225, loss_cls: 1.6235, loss: 1.6235, grad_norm: 4.6849 2020-07-22 22:49:37,775 - mmaction - INFO - Epoch [40][240/940] lr: 1.000e-02, eta: 12:12:34, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5928, top5_acc: 0.8205, loss_cls: 1.6584, loss: 1.6584, grad_norm: 4.7034 2020-07-22 22:49:49,789 - mmaction - INFO - Epoch [40][260/940] lr: 1.000e-02, eta: 12:12:13, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8111, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.7172 2020-07-22 22:50:01,601 - mmaction - INFO - Epoch [40][280/940] lr: 1.000e-02, eta: 12:11:52, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.7472 2020-07-22 22:50:13,436 - mmaction - INFO - Epoch [40][300/940] lr: 1.000e-02, eta: 12:11:31, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8053, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.7282 2020-07-22 22:50:25,223 - mmaction - INFO - Epoch [40][320/940] lr: 1.000e-02, eta: 12:11:11, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.7020, loss: 1.7020, grad_norm: 4.7300 2020-07-22 22:50:37,073 - mmaction - INFO - Epoch [40][340/940] lr: 1.000e-02, eta: 12:10:50, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.6012, top5_acc: 0.8205, loss_cls: 1.6450, loss: 1.6450, grad_norm: 4.7665 2020-07-22 22:50:49,582 - mmaction - INFO - Epoch [40][360/940] lr: 1.000e-02, eta: 12:10:30, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6070, top5_acc: 0.8283, loss_cls: 1.6164, loss: 1.6164, grad_norm: 4.7289 2020-07-22 22:51:01,549 - mmaction - INFO - Epoch [40][380/940] lr: 1.000e-02, eta: 12:10:09, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8055, loss_cls: 1.7104, loss: 1.7104, grad_norm: 4.7599 2020-07-22 22:51:13,603 - mmaction - INFO - Epoch [40][400/940] lr: 1.000e-02, eta: 12:09:49, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.5869, top5_acc: 0.8129, loss_cls: 1.7076, loss: 1.7076, grad_norm: 4.8002 2020-07-22 22:51:25,409 - mmaction - INFO - Epoch [40][420/940] lr: 1.000e-02, eta: 12:09:28, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5947, top5_acc: 0.8240, loss_cls: 1.6459, loss: 1.6459, grad_norm: 4.7730 2020-07-22 22:51:37,315 - mmaction - INFO - Epoch [40][440/940] lr: 1.000e-02, eta: 12:09:07, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8182, loss_cls: 1.6846, loss: 1.6846, grad_norm: 4.8373 2020-07-22 22:51:49,906 - mmaction - INFO - Epoch [40][460/940] lr: 1.000e-02, eta: 12:08:48, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6008, top5_acc: 0.8158, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.7447 2020-07-22 22:52:02,604 - mmaction - INFO - Epoch [40][480/940] lr: 1.000e-02, eta: 12:08:28, time: 0.635, data_time: 0.010, memory: 8344, top1_acc: 0.5910, top5_acc: 0.8131, loss_cls: 1.7052, loss: 1.7052, grad_norm: 4.7738 2020-07-22 22:52:14,441 - mmaction - INFO - Epoch [40][500/940] lr: 1.000e-02, eta: 12:08:07, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6023, top5_acc: 0.8158, loss_cls: 1.6539, loss: 1.6539, grad_norm: 4.7027 2020-07-22 22:52:26,849 - mmaction - INFO - Epoch [40][520/940] lr: 1.000e-02, eta: 12:07:47, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6037, top5_acc: 0.8131, loss_cls: 1.6763, loss: 1.6763, grad_norm: 4.7501 2020-07-22 22:52:38,777 - mmaction - INFO - Epoch [40][540/940] lr: 1.000e-02, eta: 12:07:27, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.6974, loss: 1.6974, grad_norm: 4.6348 2020-07-22 22:52:50,723 - mmaction - INFO - Epoch [40][560/940] lr: 1.000e-02, eta: 12:07:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5977, top5_acc: 0.8145, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.6830 2020-07-22 22:53:02,719 - mmaction - INFO - Epoch [40][580/940] lr: 1.000e-02, eta: 12:06:46, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6033, top5_acc: 0.8201, loss_cls: 1.6605, loss: 1.6605, grad_norm: 4.6781 2020-07-22 22:53:15,194 - mmaction - INFO - Epoch [40][600/940] lr: 1.000e-02, eta: 12:06:26, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8143, loss_cls: 1.6719, loss: 1.6719, grad_norm: 4.7331 2020-07-22 22:53:27,660 - mmaction - INFO - Epoch [40][620/940] lr: 1.000e-02, eta: 12:06:06, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5965, top5_acc: 0.8217, loss_cls: 1.6557, loss: 1.6557, grad_norm: 4.7482 2020-07-22 22:53:39,657 - mmaction - INFO - Epoch [40][640/940] lr: 1.000e-02, eta: 12:05:46, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5996, top5_acc: 0.8186, loss_cls: 1.6794, loss: 1.6794, grad_norm: 4.6597 2020-07-22 22:53:52,047 - mmaction - INFO - Epoch [40][660/940] lr: 1.000e-02, eta: 12:05:26, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.5990, top5_acc: 0.8176, loss_cls: 1.6547, loss: 1.6547, grad_norm: 4.7405 2020-07-22 22:54:03,770 - mmaction - INFO - Epoch [40][680/940] lr: 1.000e-02, eta: 12:05:05, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6025, top5_acc: 0.8213, loss_cls: 1.6240, loss: 1.6240, grad_norm: 4.6925 2020-07-22 22:54:15,520 - mmaction - INFO - Epoch [40][700/940] lr: 1.000e-02, eta: 12:04:44, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5873, top5_acc: 0.8107, loss_cls: 1.7100, loss: 1.7100, grad_norm: 4.7553 2020-07-22 22:54:27,357 - mmaction - INFO - Epoch [40][720/940] lr: 1.000e-02, eta: 12:04:23, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6020, top5_acc: 0.8158, loss_cls: 1.6539, loss: 1.6539, grad_norm: 4.6885 2020-07-22 22:54:39,186 - mmaction - INFO - Epoch [40][740/940] lr: 1.000e-02, eta: 12:04:03, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6010, top5_acc: 0.8264, loss_cls: 1.6409, loss: 1.6409, grad_norm: 4.7187 2020-07-22 22:54:51,739 - mmaction - INFO - Epoch [40][760/940] lr: 1.000e-02, eta: 12:03:43, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.5906, top5_acc: 0.8063, loss_cls: 1.7007, loss: 1.7007, grad_norm: 4.8047 2020-07-22 22:55:03,606 - mmaction - INFO - Epoch [40][780/940] lr: 1.000e-02, eta: 12:03:22, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5975, top5_acc: 0.8205, loss_cls: 1.6646, loss: 1.6646, grad_norm: 4.6934 2020-07-22 22:55:16,704 - mmaction - INFO - Epoch [40][800/940] lr: 1.000e-02, eta: 12:03:04, time: 0.655, data_time: 0.002, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8170, loss_cls: 1.6684, loss: 1.6684, grad_norm: 4.7006 2020-07-22 22:55:28,576 - mmaction - INFO - Epoch [40][820/940] lr: 1.000e-02, eta: 12:02:43, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5965, top5_acc: 0.8139, loss_cls: 1.6710, loss: 1.6710, grad_norm: 4.7626 2020-07-22 22:55:40,935 - mmaction - INFO - Epoch [40][840/940] lr: 1.000e-02, eta: 12:02:23, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8084, loss_cls: 1.7091, loss: 1.7091, grad_norm: 4.7476 2020-07-22 22:55:52,730 - mmaction - INFO - Epoch [40][860/940] lr: 1.000e-02, eta: 12:02:03, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8135, loss_cls: 1.6952, loss: 1.6952, grad_norm: 4.6745 2020-07-22 22:56:04,573 - mmaction - INFO - Epoch [40][880/940] lr: 1.000e-02, eta: 12:01:42, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5914, top5_acc: 0.8057, loss_cls: 1.7107, loss: 1.7107, grad_norm: 4.7884 2020-07-22 22:56:16,313 - mmaction - INFO - Epoch [40][900/940] lr: 1.000e-02, eta: 12:01:21, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6021, top5_acc: 0.8189, loss_cls: 1.6553, loss: 1.6553, grad_norm: 4.6893 2020-07-22 22:56:29,059 - mmaction - INFO - Epoch [40][920/940] lr: 1.000e-02, eta: 12:01:02, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.5955, top5_acc: 0.8111, loss_cls: 1.6959, loss: 1.6959, grad_norm: 4.7578 2020-07-22 22:56:40,387 - mmaction - INFO - Epoch [40][940/940] lr: 1.000e-02, eta: 12:00:41, time: 0.567, data_time: 0.002, memory: 8344, top1_acc: 0.5882, top5_acc: 0.8083, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.8084 2020-07-22 22:56:46,942 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-22 22:59:17,902 - mmaction - INFO - Epoch [41][20/940] lr: 1.000e-03, eta: 12:03:48, time: 7.525, data_time: 6.865, memory: 8344, top1_acc: 0.6168, top5_acc: 0.8221, loss_cls: 1.6052, loss: 1.6052, grad_norm: 4.5568 2020-07-22 22:59:30,306 - mmaction - INFO - Epoch [41][40/940] lr: 1.000e-03, eta: 12:03:28, time: 0.621, data_time: 0.004, memory: 8344, top1_acc: 0.6146, top5_acc: 0.8213, loss_cls: 1.6112, loss: 1.6112, grad_norm: 4.5858 2020-07-22 22:59:42,807 - mmaction - INFO - Epoch [41][60/940] lr: 1.000e-03, eta: 12:03:08, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6148, top5_acc: 0.8299, loss_cls: 1.5984, loss: 1.5984, grad_norm: 4.5317 2020-07-22 22:59:54,546 - mmaction - INFO - Epoch [41][80/940] lr: 1.000e-03, eta: 12:02:47, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6221, top5_acc: 0.8307, loss_cls: 1.5602, loss: 1.5602, grad_norm: 4.4130 2020-07-22 23:00:13,587 - mmaction - INFO - Epoch [41][100/940] lr: 1.000e-03, eta: 12:02:37, time: 0.949, data_time: 0.003, memory: 8344, top1_acc: 0.6318, top5_acc: 0.8350, loss_cls: 1.5395, loss: 1.5395, grad_norm: 4.4365 2020-07-22 23:00:25,757 - mmaction - INFO - Epoch [41][120/940] lr: 1.000e-03, eta: 12:02:17, time: 0.612, data_time: 0.022, memory: 8344, top1_acc: 0.6438, top5_acc: 0.8410, loss_cls: 1.4754, loss: 1.4754, grad_norm: 4.3640 2020-07-22 23:00:38,166 - mmaction - INFO - Epoch [41][140/940] lr: 1.000e-03, eta: 12:01:57, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6324, top5_acc: 0.8426, loss_cls: 1.5123, loss: 1.5123, grad_norm: 4.3804 2020-07-22 23:00:50,104 - mmaction - INFO - Epoch [41][160/940] lr: 1.000e-03, eta: 12:01:37, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6393, top5_acc: 0.8373, loss_cls: 1.5296, loss: 1.5296, grad_norm: 4.3507 2020-07-22 23:01:02,108 - mmaction - INFO - Epoch [41][180/940] lr: 1.000e-03, eta: 12:01:16, time: 0.601, data_time: 0.010, memory: 8344, top1_acc: 0.6359, top5_acc: 0.8465, loss_cls: 1.4975, loss: 1.4975, grad_norm: 4.3569 2020-07-22 23:01:14,587 - mmaction - INFO - Epoch [41][200/940] lr: 1.000e-03, eta: 12:00:57, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6367, top5_acc: 0.8377, loss_cls: 1.5093, loss: 1.5093, grad_norm: 4.3432 2020-07-22 23:01:26,342 - mmaction - INFO - Epoch [41][220/940] lr: 1.000e-03, eta: 12:00:36, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6402, top5_acc: 0.8457, loss_cls: 1.4707, loss: 1.4707, grad_norm: 4.3235 2020-07-22 23:01:38,890 - mmaction - INFO - Epoch [41][240/940] lr: 1.000e-03, eta: 12:00:16, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6348, top5_acc: 0.8428, loss_cls: 1.5025, loss: 1.5025, grad_norm: 4.4470 2020-07-22 23:01:51,428 - mmaction - INFO - Epoch [41][260/940] lr: 1.000e-03, eta: 11:59:57, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6525, top5_acc: 0.8400, loss_cls: 1.4647, loss: 1.4647, grad_norm: 4.2838 2020-07-22 23:02:03,234 - mmaction - INFO - Epoch [41][280/940] lr: 1.000e-03, eta: 11:59:36, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6379, top5_acc: 0.8354, loss_cls: 1.5230, loss: 1.5230, grad_norm: 4.3729 2020-07-22 23:02:15,292 - mmaction - INFO - Epoch [41][300/940] lr: 1.000e-03, eta: 11:59:16, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6432, top5_acc: 0.8447, loss_cls: 1.4790, loss: 1.4790, grad_norm: 4.4175 2020-07-22 23:02:27,155 - mmaction - INFO - Epoch [41][320/940] lr: 1.000e-03, eta: 11:58:55, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6463, top5_acc: 0.8436, loss_cls: 1.4536, loss: 1.4536, grad_norm: 4.3377 2020-07-22 23:02:38,999 - mmaction - INFO - Epoch [41][340/940] lr: 1.000e-03, eta: 11:58:34, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6430, top5_acc: 0.8436, loss_cls: 1.4724, loss: 1.4724, grad_norm: 4.3636 2020-07-22 23:02:50,879 - mmaction - INFO - Epoch [41][360/940] lr: 1.000e-03, eta: 11:58:14, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6453, top5_acc: 0.8510, loss_cls: 1.4677, loss: 1.4677, grad_norm: 4.4256 2020-07-22 23:03:03,286 - mmaction - INFO - Epoch [41][380/940] lr: 1.000e-03, eta: 11:57:54, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4627, loss: 1.4627, grad_norm: 4.3514 2020-07-22 23:03:15,700 - mmaction - INFO - Epoch [41][400/940] lr: 1.000e-03, eta: 11:57:34, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6400, top5_acc: 0.8455, loss_cls: 1.4537, loss: 1.4537, grad_norm: 4.4302 2020-07-22 23:03:27,481 - mmaction - INFO - Epoch [41][420/940] lr: 1.000e-03, eta: 11:57:14, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6393, top5_acc: 0.8445, loss_cls: 1.4792, loss: 1.4792, grad_norm: 4.4162 2020-07-22 23:03:39,728 - mmaction - INFO - Epoch [41][440/940] lr: 1.000e-03, eta: 11:56:54, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.6482, top5_acc: 0.8471, loss_cls: 1.4668, loss: 1.4668, grad_norm: 4.4034 2020-07-22 23:03:52,250 - mmaction - INFO - Epoch [41][460/940] lr: 1.000e-03, eta: 11:56:34, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6396, top5_acc: 0.8457, loss_cls: 1.4665, loss: 1.4665, grad_norm: 4.4787 2020-07-22 23:04:04,584 - mmaction - INFO - Epoch [41][480/940] lr: 1.000e-03, eta: 11:56:14, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6420, top5_acc: 0.8387, loss_cls: 1.4896, loss: 1.4896, grad_norm: 4.3706 2020-07-22 23:04:16,475 - mmaction - INFO - Epoch [41][500/940] lr: 1.000e-03, eta: 11:55:54, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4811, loss: 1.4811, grad_norm: 4.4376 2020-07-22 23:04:28,517 - mmaction - INFO - Epoch [41][520/940] lr: 1.000e-03, eta: 11:55:34, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6287, top5_acc: 0.8354, loss_cls: 1.5383, loss: 1.5383, grad_norm: 4.4858 2020-07-22 23:04:40,444 - mmaction - INFO - Epoch [41][540/940] lr: 1.000e-03, eta: 11:55:13, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6521, top5_acc: 0.8492, loss_cls: 1.4423, loss: 1.4423, grad_norm: 4.3754 2020-07-22 23:04:53,174 - mmaction - INFO - Epoch [41][560/940] lr: 1.000e-03, eta: 11:54:54, time: 0.636, data_time: 0.001, memory: 8344, top1_acc: 0.6377, top5_acc: 0.8506, loss_cls: 1.4637, loss: 1.4637, grad_norm: 4.4515 2020-07-22 23:05:04,993 - mmaction - INFO - Epoch [41][580/940] lr: 1.000e-03, eta: 11:54:33, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6479, top5_acc: 0.8451, loss_cls: 1.4468, loss: 1.4468, grad_norm: 4.3838 2020-07-22 23:05:17,617 - mmaction - INFO - Epoch [41][600/940] lr: 1.000e-03, eta: 11:54:14, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6438, top5_acc: 0.8471, loss_cls: 1.4717, loss: 1.4717, grad_norm: 4.4087 2020-07-22 23:05:29,499 - mmaction - INFO - Epoch [41][620/940] lr: 1.000e-03, eta: 11:53:54, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6334, top5_acc: 0.8336, loss_cls: 1.5077, loss: 1.5077, grad_norm: 4.4287 2020-07-22 23:05:41,304 - mmaction - INFO - Epoch [41][640/940] lr: 1.000e-03, eta: 11:53:33, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6346, top5_acc: 0.8426, loss_cls: 1.4902, loss: 1.4902, grad_norm: 4.4920 2020-07-22 23:05:53,857 - mmaction - INFO - Epoch [41][660/940] lr: 1.000e-03, eta: 11:53:14, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4581, loss: 1.4581, grad_norm: 4.4396 2020-07-22 23:06:05,776 - mmaction - INFO - Epoch [41][680/940] lr: 1.000e-03, eta: 11:52:53, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6443, top5_acc: 0.8480, loss_cls: 1.4445, loss: 1.4445, grad_norm: 4.3597 2020-07-22 23:06:17,567 - mmaction - INFO - Epoch [41][700/940] lr: 1.000e-03, eta: 11:52:33, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6525, top5_acc: 0.8484, loss_cls: 1.4303, loss: 1.4303, grad_norm: 4.4030 2020-07-22 23:06:30,144 - mmaction - INFO - Epoch [41][720/940] lr: 1.000e-03, eta: 11:52:13, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4715, loss: 1.4715, grad_norm: 4.4678 2020-07-22 23:06:41,877 - mmaction - INFO - Epoch [41][740/940] lr: 1.000e-03, eta: 11:51:53, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6414, top5_acc: 0.8402, loss_cls: 1.4682, loss: 1.4682, grad_norm: 4.3786 2020-07-22 23:06:54,399 - mmaction - INFO - Epoch [41][760/940] lr: 1.000e-03, eta: 11:51:33, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6400, top5_acc: 0.8455, loss_cls: 1.4640, loss: 1.4640, grad_norm: 4.4741 2020-07-22 23:07:06,713 - mmaction - INFO - Epoch [41][780/940] lr: 1.000e-03, eta: 11:51:14, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4341, loss: 1.4341, grad_norm: 4.3574 2020-07-22 23:07:19,301 - mmaction - INFO - Epoch [41][800/940] lr: 1.000e-03, eta: 11:50:54, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.6418, top5_acc: 0.8438, loss_cls: 1.4477, loss: 1.4477, grad_norm: 4.4318 2020-07-22 23:07:31,697 - mmaction - INFO - Epoch [41][820/940] lr: 1.000e-03, eta: 11:50:35, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6449, top5_acc: 0.8479, loss_cls: 1.4568, loss: 1.4568, grad_norm: 4.4892 2020-07-22 23:07:43,506 - mmaction - INFO - Epoch [41][840/940] lr: 1.000e-03, eta: 11:50:14, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6422, top5_acc: 0.8447, loss_cls: 1.4723, loss: 1.4723, grad_norm: 4.4464 2020-07-22 23:07:55,907 - mmaction - INFO - Epoch [41][860/940] lr: 1.000e-03, eta: 11:49:55, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6445, top5_acc: 0.8475, loss_cls: 1.4797, loss: 1.4797, grad_norm: 4.4690 2020-07-22 23:08:08,052 - mmaction - INFO - Epoch [41][880/940] lr: 1.000e-03, eta: 11:49:35, time: 0.607, data_time: 0.005, memory: 8344, top1_acc: 0.6439, top5_acc: 0.8537, loss_cls: 1.4408, loss: 1.4408, grad_norm: 4.4520 2020-07-22 23:08:20,496 - mmaction - INFO - Epoch [41][900/940] lr: 1.000e-03, eta: 11:49:15, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6537, top5_acc: 0.8506, loss_cls: 1.4345, loss: 1.4345, grad_norm: 4.4542 2020-07-22 23:08:33,021 - mmaction - INFO - Epoch [41][920/940] lr: 1.000e-03, eta: 11:48:56, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6562, top5_acc: 0.8572, loss_cls: 1.4013, loss: 1.4013, grad_norm: 4.4205 2020-07-22 23:08:44,346 - mmaction - INFO - Epoch [41][940/940] lr: 1.000e-03, eta: 11:48:35, time: 0.567, data_time: 0.002, memory: 8344, top1_acc: 0.6512, top5_acc: 0.8518, loss_cls: 1.4298, loss: 1.4298, grad_norm: 4.5090 2020-07-22 23:11:10,815 - mmaction - INFO - Epoch [42][20/940] lr: 1.000e-03, eta: 11:51:16, time: 6.911, data_time: 6.278, memory: 8344, top1_acc: 0.6537, top5_acc: 0.8463, loss_cls: 1.4300, loss: 1.4300, grad_norm: 4.4263 2020-07-22 23:11:22,477 - mmaction - INFO - Epoch [42][40/940] lr: 1.000e-03, eta: 11:50:55, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.6607, top5_acc: 0.8467, loss_cls: 1.4399, loss: 1.4399, grad_norm: 4.4104 2020-07-22 23:11:34,273 - mmaction - INFO - Epoch [42][60/940] lr: 1.000e-03, eta: 11:50:35, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6539, top5_acc: 0.8529, loss_cls: 1.4071, loss: 1.4071, grad_norm: 4.4513 2020-07-22 23:11:46,796 - mmaction - INFO - Epoch [42][80/940] lr: 1.000e-03, eta: 11:50:15, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6508, top5_acc: 0.8457, loss_cls: 1.4239, loss: 1.4239, grad_norm: 4.4302 2020-07-22 23:11:58,698 - mmaction - INFO - Epoch [42][100/940] lr: 1.000e-03, eta: 11:49:55, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6486, top5_acc: 0.8447, loss_cls: 1.4696, loss: 1.4696, grad_norm: 4.4687 2020-07-22 23:12:10,389 - mmaction - INFO - Epoch [42][120/940] lr: 1.000e-03, eta: 11:49:34, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.6447, top5_acc: 0.8516, loss_cls: 1.4492, loss: 1.4492, grad_norm: 4.4222 2020-07-22 23:12:23,283 - mmaction - INFO - Epoch [42][140/940] lr: 1.000e-03, eta: 11:49:15, time: 0.644, data_time: 0.001, memory: 8344, top1_acc: 0.6590, top5_acc: 0.8510, loss_cls: 1.4245, loss: 1.4245, grad_norm: 4.3648 2020-07-22 23:12:35,036 - mmaction - INFO - Epoch [42][160/940] lr: 1.000e-03, eta: 11:48:55, time: 0.588, data_time: 0.004, memory: 8344, top1_acc: 0.6502, top5_acc: 0.8457, loss_cls: 1.4587, loss: 1.4587, grad_norm: 4.4181 2020-07-22 23:12:47,074 - mmaction - INFO - Epoch [42][180/940] lr: 1.000e-03, eta: 11:48:34, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6588, top5_acc: 0.8504, loss_cls: 1.4209, loss: 1.4209, grad_norm: 4.4394 2020-07-22 23:12:58,831 - mmaction - INFO - Epoch [42][200/940] lr: 1.000e-03, eta: 11:48:14, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6648, top5_acc: 0.8582, loss_cls: 1.3662, loss: 1.3662, grad_norm: 4.3204 2020-07-22 23:13:11,857 - mmaction - INFO - Epoch [42][220/940] lr: 1.000e-03, eta: 11:47:55, time: 0.652, data_time: 0.001, memory: 8344, top1_acc: 0.6562, top5_acc: 0.8568, loss_cls: 1.4145, loss: 1.4145, grad_norm: 4.4628 2020-07-22 23:13:24,327 - mmaction - INFO - Epoch [42][240/940] lr: 1.000e-03, eta: 11:47:36, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6432, top5_acc: 0.8436, loss_cls: 1.4748, loss: 1.4748, grad_norm: 4.5384 2020-07-22 23:13:36,880 - mmaction - INFO - Epoch [42][260/940] lr: 1.000e-03, eta: 11:47:16, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6561, top5_acc: 0.8541, loss_cls: 1.4061, loss: 1.4061, grad_norm: 4.4122 2020-07-22 23:13:48,620 - mmaction - INFO - Epoch [42][280/940] lr: 1.000e-03, eta: 11:46:56, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6473, top5_acc: 0.8480, loss_cls: 1.4469, loss: 1.4469, grad_norm: 4.5546 2020-07-22 23:14:01,118 - mmaction - INFO - Epoch [42][300/940] lr: 1.000e-03, eta: 11:46:36, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6514, top5_acc: 0.8422, loss_cls: 1.4437, loss: 1.4437, grad_norm: 4.4075 2020-07-22 23:14:13,106 - mmaction - INFO - Epoch [42][320/940] lr: 1.000e-03, eta: 11:46:16, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6482, top5_acc: 0.8457, loss_cls: 1.4338, loss: 1.4338, grad_norm: 4.4616 2020-07-22 23:14:24,897 - mmaction - INFO - Epoch [42][340/940] lr: 1.000e-03, eta: 11:45:56, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6570, top5_acc: 0.8584, loss_cls: 1.3953, loss: 1.3953, grad_norm: 4.4520 2020-07-22 23:14:36,848 - mmaction - INFO - Epoch [42][360/940] lr: 1.000e-03, eta: 11:45:35, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6631, top5_acc: 0.8482, loss_cls: 1.4092, loss: 1.4092, grad_norm: 4.4554 2020-07-22 23:14:49,288 - mmaction - INFO - Epoch [42][380/940] lr: 1.000e-03, eta: 11:45:16, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.6561, top5_acc: 0.8494, loss_cls: 1.4117, loss: 1.4117, grad_norm: 4.4083 2020-07-22 23:15:01,084 - mmaction - INFO - Epoch [42][400/940] lr: 1.000e-03, eta: 11:44:56, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6592, top5_acc: 0.8508, loss_cls: 1.4135, loss: 1.4135, grad_norm: 4.4621 2020-07-22 23:15:13,545 - mmaction - INFO - Epoch [42][420/940] lr: 1.000e-03, eta: 11:44:36, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6590, top5_acc: 0.8557, loss_cls: 1.4040, loss: 1.4040, grad_norm: 4.4455 2020-07-22 23:15:25,852 - mmaction - INFO - Epoch [42][440/940] lr: 1.000e-03, eta: 11:44:16, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4220, loss: 1.4220, grad_norm: 4.4885 2020-07-22 23:15:37,890 - mmaction - INFO - Epoch [42][460/940] lr: 1.000e-03, eta: 11:43:56, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6570, top5_acc: 0.8496, loss_cls: 1.4119, loss: 1.4119, grad_norm: 4.4426 2020-07-22 23:15:50,382 - mmaction - INFO - Epoch [42][480/940] lr: 1.000e-03, eta: 11:43:37, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6516, top5_acc: 0.8479, loss_cls: 1.4221, loss: 1.4221, grad_norm: 4.4674 2020-07-22 23:16:02,235 - mmaction - INFO - Epoch [42][500/940] lr: 1.000e-03, eta: 11:43:17, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6516, top5_acc: 0.8451, loss_cls: 1.4163, loss: 1.4163, grad_norm: 4.4729 2020-07-22 23:16:14,696 - mmaction - INFO - Epoch [42][520/940] lr: 1.000e-03, eta: 11:42:57, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6432, top5_acc: 0.8523, loss_cls: 1.4241, loss: 1.4241, grad_norm: 4.4812 2020-07-22 23:16:26,548 - mmaction - INFO - Epoch [42][540/940] lr: 1.000e-03, eta: 11:42:37, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6510, top5_acc: 0.8473, loss_cls: 1.4392, loss: 1.4392, grad_norm: 4.5686 2020-07-22 23:16:38,970 - mmaction - INFO - Epoch [42][560/940] lr: 1.000e-03, eta: 11:42:17, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6488, top5_acc: 0.8486, loss_cls: 1.4409, loss: 1.4409, grad_norm: 4.5345 2020-07-22 23:16:50,963 - mmaction - INFO - Epoch [42][580/940] lr: 1.000e-03, eta: 11:41:57, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6566, top5_acc: 0.8553, loss_cls: 1.4125, loss: 1.4125, grad_norm: 4.4736 2020-07-22 23:17:04,146 - mmaction - INFO - Epoch [42][600/940] lr: 1.000e-03, eta: 11:41:39, time: 0.659, data_time: 0.002, memory: 8344, top1_acc: 0.6596, top5_acc: 0.8531, loss_cls: 1.3935, loss: 1.3935, grad_norm: 4.4240 2020-07-22 23:17:16,574 - mmaction - INFO - Epoch [42][620/940] lr: 1.000e-03, eta: 11:41:20, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6531, top5_acc: 0.8584, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.4178 2020-07-22 23:17:28,442 - mmaction - INFO - Epoch [42][640/940] lr: 1.000e-03, eta: 11:40:59, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6656, top5_acc: 0.8568, loss_cls: 1.3699, loss: 1.3699, grad_norm: 4.3922 2020-07-22 23:17:40,915 - mmaction - INFO - Epoch [42][660/940] lr: 1.000e-03, eta: 11:40:40, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6613, top5_acc: 0.8555, loss_cls: 1.3911, loss: 1.3911, grad_norm: 4.4498 2020-07-22 23:17:52,831 - mmaction - INFO - Epoch [42][680/940] lr: 1.000e-03, eta: 11:40:20, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6584, top5_acc: 0.8541, loss_cls: 1.4030, loss: 1.4030, grad_norm: 4.4770 2020-07-22 23:18:05,068 - mmaction - INFO - Epoch [42][700/940] lr: 1.000e-03, eta: 11:40:00, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.6592, top5_acc: 0.8578, loss_cls: 1.3931, loss: 1.3931, grad_norm: 4.4779 2020-07-22 23:18:17,295 - mmaction - INFO - Epoch [42][720/940] lr: 1.000e-03, eta: 11:39:40, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.6520, top5_acc: 0.8537, loss_cls: 1.3840, loss: 1.3840, grad_norm: 4.4338 2020-07-22 23:18:29,311 - mmaction - INFO - Epoch [42][740/940] lr: 1.000e-03, eta: 11:39:21, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6512, top5_acc: 0.8467, loss_cls: 1.4279, loss: 1.4279, grad_norm: 4.5164 2020-07-22 23:18:41,143 - mmaction - INFO - Epoch [42][760/940] lr: 1.000e-03, eta: 11:39:00, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6596, top5_acc: 0.8486, loss_cls: 1.4128, loss: 1.4128, grad_norm: 4.4712 2020-07-22 23:18:52,925 - mmaction - INFO - Epoch [42][780/940] lr: 1.000e-03, eta: 11:38:40, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6580, top5_acc: 0.8514, loss_cls: 1.4172, loss: 1.4172, grad_norm: 4.5233 2020-07-22 23:19:05,837 - mmaction - INFO - Epoch [42][800/940] lr: 1.000e-03, eta: 11:38:21, time: 0.644, data_time: 0.001, memory: 8344, top1_acc: 0.6604, top5_acc: 0.8541, loss_cls: 1.4021, loss: 1.4021, grad_norm: 4.4913 2020-07-22 23:19:18,430 - mmaction - INFO - Epoch [42][820/940] lr: 1.000e-03, eta: 11:38:02, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.6529, top5_acc: 0.8568, loss_cls: 1.4112, loss: 1.4112, grad_norm: 4.4583 2020-07-22 23:19:30,367 - mmaction - INFO - Epoch [42][840/940] lr: 1.000e-03, eta: 11:37:42, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6471, top5_acc: 0.8529, loss_cls: 1.4225, loss: 1.4225, grad_norm: 4.4948 2020-07-22 23:19:42,159 - mmaction - INFO - Epoch [42][860/940] lr: 1.000e-03, eta: 11:37:22, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6549, top5_acc: 0.8582, loss_cls: 1.3928, loss: 1.3928, grad_norm: 4.4931 2020-07-22 23:19:53,904 - mmaction - INFO - Epoch [42][880/940] lr: 1.000e-03, eta: 11:37:02, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6707, top5_acc: 0.8609, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.4226 2020-07-22 23:20:06,375 - mmaction - INFO - Epoch [42][900/940] lr: 1.000e-03, eta: 11:36:42, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6535, top5_acc: 0.8438, loss_cls: 1.4397, loss: 1.4397, grad_norm: 4.5008 2020-07-22 23:20:18,899 - mmaction - INFO - Epoch [42][920/940] lr: 1.000e-03, eta: 11:36:23, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6580, top5_acc: 0.8568, loss_cls: 1.4049, loss: 1.4049, grad_norm: 4.4803 2020-07-22 23:20:30,155 - mmaction - INFO - Epoch [42][940/940] lr: 1.000e-03, eta: 11:36:02, time: 0.564, data_time: 0.002, memory: 8344, top1_acc: 0.6699, top5_acc: 0.8598, loss_cls: 1.3513, loss: 1.3513, grad_norm: 4.4705 2020-07-22 23:22:59,639 - mmaction - INFO - Epoch [43][20/940] lr: 1.000e-03, eta: 11:38:46, time: 7.270, data_time: 6.558, memory: 8344, top1_acc: 0.6525, top5_acc: 0.8574, loss_cls: 1.3818, loss: 1.3818, grad_norm: 4.5123 2020-07-22 23:23:11,361 - mmaction - INFO - Epoch [43][40/940] lr: 1.000e-03, eta: 11:38:26, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.6605, top5_acc: 0.8600, loss_cls: 1.3839, loss: 1.3839, grad_norm: 4.4516 2020-07-22 23:23:23,902 - mmaction - INFO - Epoch [43][60/940] lr: 1.000e-03, eta: 11:38:07, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6611, top5_acc: 0.8529, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.4576 2020-07-22 23:23:36,268 - mmaction - INFO - Epoch [43][80/940] lr: 1.000e-03, eta: 11:37:47, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6691, top5_acc: 0.8584, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.3630 2020-07-22 23:23:48,045 - mmaction - INFO - Epoch [43][100/940] lr: 1.000e-03, eta: 11:37:27, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6676, top5_acc: 0.8609, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.4592 2020-07-22 23:23:59,880 - mmaction - INFO - Epoch [43][120/940] lr: 1.000e-03, eta: 11:37:07, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6658, top5_acc: 0.8508, loss_cls: 1.3895, loss: 1.3895, grad_norm: 4.4443 2020-07-22 23:24:11,686 - mmaction - INFO - Epoch [43][140/940] lr: 1.000e-03, eta: 11:36:46, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3883, loss: 1.3883, grad_norm: 4.4543 2020-07-22 23:24:23,559 - mmaction - INFO - Epoch [43][160/940] lr: 1.000e-03, eta: 11:36:26, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6549, top5_acc: 0.8596, loss_cls: 1.3718, loss: 1.3718, grad_norm: 4.4846 2020-07-22 23:24:35,399 - mmaction - INFO - Epoch [43][180/940] lr: 1.000e-03, eta: 11:36:06, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8643, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.3280 2020-07-22 23:24:47,295 - mmaction - INFO - Epoch [43][200/940] lr: 1.000e-03, eta: 11:35:46, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6494, top5_acc: 0.8525, loss_cls: 1.4282, loss: 1.4282, grad_norm: 4.5397 2020-07-22 23:24:59,086 - mmaction - INFO - Epoch [43][220/940] lr: 1.000e-03, eta: 11:35:25, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6545, top5_acc: 0.8518, loss_cls: 1.4115, loss: 1.4115, grad_norm: 4.5141 2020-07-22 23:25:11,507 - mmaction - INFO - Epoch [43][240/940] lr: 1.000e-03, eta: 11:35:06, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6512, top5_acc: 0.8490, loss_cls: 1.4385, loss: 1.4385, grad_norm: 4.5597 2020-07-22 23:25:23,980 - mmaction - INFO - Epoch [43][260/940] lr: 1.000e-03, eta: 11:34:47, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6701, top5_acc: 0.8625, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.4932 2020-07-22 23:25:36,428 - mmaction - INFO - Epoch [43][280/940] lr: 1.000e-03, eta: 11:34:27, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6648, top5_acc: 0.8572, loss_cls: 1.3640, loss: 1.3640, grad_norm: 4.4090 2020-07-22 23:25:48,787 - mmaction - INFO - Epoch [43][300/940] lr: 1.000e-03, eta: 11:34:08, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4154, loss: 1.4154, grad_norm: 4.4858 2020-07-22 23:26:01,188 - mmaction - INFO - Epoch [43][320/940] lr: 1.000e-03, eta: 11:33:49, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6520, top5_acc: 0.8488, loss_cls: 1.4266, loss: 1.4266, grad_norm: 4.4762 2020-07-22 23:26:13,084 - mmaction - INFO - Epoch [43][340/940] lr: 1.000e-03, eta: 11:33:29, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6578, top5_acc: 0.8621, loss_cls: 1.3740, loss: 1.3740, grad_norm: 4.5086 2020-07-22 23:26:25,556 - mmaction - INFO - Epoch [43][360/940] lr: 1.000e-03, eta: 11:33:09, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6588, top5_acc: 0.8484, loss_cls: 1.4180, loss: 1.4180, grad_norm: 4.5203 2020-07-22 23:26:37,859 - mmaction - INFO - Epoch [43][380/940] lr: 1.000e-03, eta: 11:32:50, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.6486, top5_acc: 0.8502, loss_cls: 1.4387, loss: 1.4387, grad_norm: 4.6192 2020-07-22 23:26:49,743 - mmaction - INFO - Epoch [43][400/940] lr: 1.000e-03, eta: 11:32:30, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6678, top5_acc: 0.8578, loss_cls: 1.3674, loss: 1.3674, grad_norm: 4.4844 2020-07-22 23:27:01,667 - mmaction - INFO - Epoch [43][420/940] lr: 1.000e-03, eta: 11:32:10, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6590, top5_acc: 0.8525, loss_cls: 1.3986, loss: 1.3986, grad_norm: 4.5486 2020-07-22 23:27:13,480 - mmaction - INFO - Epoch [43][440/940] lr: 1.000e-03, eta: 11:31:49, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6424, top5_acc: 0.8473, loss_cls: 1.4601, loss: 1.4601, grad_norm: 4.6274 2020-07-22 23:27:25,424 - mmaction - INFO - Epoch [43][460/940] lr: 1.000e-03, eta: 11:31:30, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6484, top5_acc: 0.8402, loss_cls: 1.4711, loss: 1.4711, grad_norm: 4.5862 2020-07-22 23:27:37,342 - mmaction - INFO - Epoch [43][480/940] lr: 1.000e-03, eta: 11:31:10, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6602, top5_acc: 0.8559, loss_cls: 1.4003, loss: 1.4003, grad_norm: 4.4679 2020-07-22 23:27:49,758 - mmaction - INFO - Epoch [43][500/940] lr: 1.000e-03, eta: 11:30:50, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6547, top5_acc: 0.8512, loss_cls: 1.4280, loss: 1.4280, grad_norm: 4.5457 2020-07-22 23:28:02,326 - mmaction - INFO - Epoch [43][520/940] lr: 1.000e-03, eta: 11:30:31, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6668, top5_acc: 0.8557, loss_cls: 1.3886, loss: 1.3886, grad_norm: 4.5158 2020-07-22 23:28:14,814 - mmaction - INFO - Epoch [43][540/940] lr: 1.000e-03, eta: 11:30:12, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6678, top5_acc: 0.8512, loss_cls: 1.3976, loss: 1.3976, grad_norm: 4.5502 2020-07-22 23:28:26,788 - mmaction - INFO - Epoch [43][560/940] lr: 1.000e-03, eta: 11:29:52, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6535, top5_acc: 0.8508, loss_cls: 1.4062, loss: 1.4062, grad_norm: 4.5018 2020-07-22 23:28:39,072 - mmaction - INFO - Epoch [43][580/940] lr: 1.000e-03, eta: 11:29:33, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.4120, loss: 1.4120, grad_norm: 4.5127 2020-07-22 23:28:51,694 - mmaction - INFO - Epoch [43][600/940] lr: 1.000e-03, eta: 11:29:14, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.4290 2020-07-22 23:29:04,120 - mmaction - INFO - Epoch [43][620/940] lr: 1.000e-03, eta: 11:28:54, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6781, top5_acc: 0.8660, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.4451 2020-07-22 23:29:16,184 - mmaction - INFO - Epoch [43][640/940] lr: 1.000e-03, eta: 11:28:35, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.6529, top5_acc: 0.8562, loss_cls: 1.3915, loss: 1.3915, grad_norm: 4.5075 2020-07-22 23:29:27,934 - mmaction - INFO - Epoch [43][660/940] lr: 1.000e-03, eta: 11:28:14, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6604, top5_acc: 0.8539, loss_cls: 1.3902, loss: 1.3902, grad_norm: 4.5597 2020-07-22 23:29:39,864 - mmaction - INFO - Epoch [43][680/940] lr: 1.000e-03, eta: 11:27:55, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6725, top5_acc: 0.8598, loss_cls: 1.3441, loss: 1.3441, grad_norm: 4.4125 2020-07-22 23:29:51,672 - mmaction - INFO - Epoch [43][700/940] lr: 1.000e-03, eta: 11:27:34, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8582, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.4892 2020-07-22 23:30:04,129 - mmaction - INFO - Epoch [43][720/940] lr: 1.000e-03, eta: 11:27:15, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6568, top5_acc: 0.8545, loss_cls: 1.3982, loss: 1.3982, grad_norm: 4.5818 2020-07-22 23:30:16,770 - mmaction - INFO - Epoch [43][740/940] lr: 1.000e-03, eta: 11:26:56, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3627, loss: 1.3627, grad_norm: 4.5049 2020-07-22 23:30:28,857 - mmaction - INFO - Epoch [43][760/940] lr: 1.000e-03, eta: 11:26:37, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.6572, top5_acc: 0.8576, loss_cls: 1.3851, loss: 1.3851, grad_norm: 4.5298 2020-07-22 23:30:40,612 - mmaction - INFO - Epoch [43][780/940] lr: 1.000e-03, eta: 11:26:17, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6609, top5_acc: 0.8527, loss_cls: 1.3839, loss: 1.3839, grad_norm: 4.4683 2020-07-22 23:30:53,155 - mmaction - INFO - Epoch [43][800/940] lr: 1.000e-03, eta: 11:25:58, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6639, top5_acc: 0.8518, loss_cls: 1.3735, loss: 1.3735, grad_norm: 4.5653 2020-07-22 23:31:05,617 - mmaction - INFO - Epoch [43][820/940] lr: 1.000e-03, eta: 11:25:38, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6658, top5_acc: 0.8582, loss_cls: 1.3852, loss: 1.3852, grad_norm: 4.5416 2020-07-22 23:31:17,584 - mmaction - INFO - Epoch [43][840/940] lr: 1.000e-03, eta: 11:25:19, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6602, top5_acc: 0.8605, loss_cls: 1.3801, loss: 1.3801, grad_norm: 4.6206 2020-07-22 23:31:29,279 - mmaction - INFO - Epoch [43][860/940] lr: 1.000e-03, eta: 11:24:59, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6627, top5_acc: 0.8580, loss_cls: 1.3886, loss: 1.3886, grad_norm: 4.5578 2020-07-22 23:31:44,400 - mmaction - INFO - Epoch [43][880/940] lr: 1.000e-03, eta: 11:24:43, time: 0.757, data_time: 0.001, memory: 8344, top1_acc: 0.6629, top5_acc: 0.8590, loss_cls: 1.3763, loss: 1.3763, grad_norm: 4.5039 2020-07-22 23:31:56,229 - mmaction - INFO - Epoch [43][900/940] lr: 1.000e-03, eta: 11:24:23, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3951, loss: 1.3951, grad_norm: 4.4891 2020-07-22 23:32:08,716 - mmaction - INFO - Epoch [43][920/940] lr: 1.000e-03, eta: 11:24:04, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6566, top5_acc: 0.8590, loss_cls: 1.3819, loss: 1.3819, grad_norm: 4.4885 2020-07-22 23:32:19,941 - mmaction - INFO - Epoch [43][940/940] lr: 1.000e-03, eta: 11:23:43, time: 0.562, data_time: 0.001, memory: 8344, top1_acc: 0.6606, top5_acc: 0.8547, loss_cls: 1.3764, loss: 1.3764, grad_norm: 4.5794 2020-07-22 23:34:36,593 - mmaction - INFO - Epoch [44][20/940] lr: 1.000e-03, eta: 11:25:58, time: 6.427, data_time: 5.761, memory: 8344, top1_acc: 0.6600, top5_acc: 0.8590, loss_cls: 1.3786, loss: 1.3786, grad_norm: 4.5300 2020-07-22 23:34:48,345 - mmaction - INFO - Epoch [44][40/940] lr: 1.000e-03, eta: 11:25:38, time: 0.588, data_time: 0.005, memory: 8344, top1_acc: 0.6684, top5_acc: 0.8592, loss_cls: 1.3547, loss: 1.3547, grad_norm: 4.5126 2020-07-22 23:35:00,844 - mmaction - INFO - Epoch [44][60/940] lr: 1.000e-03, eta: 11:25:19, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6713, top5_acc: 0.8547, loss_cls: 1.3705, loss: 1.3705, grad_norm: 4.4835 2020-07-22 23:35:12,587 - mmaction - INFO - Epoch [44][80/940] lr: 1.000e-03, eta: 11:24:58, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6639, top5_acc: 0.8529, loss_cls: 1.3872, loss: 1.3872, grad_norm: 4.4607 2020-07-22 23:35:25,436 - mmaction - INFO - Epoch [44][100/940] lr: 1.000e-03, eta: 11:24:40, time: 0.642, data_time: 0.001, memory: 8344, top1_acc: 0.6529, top5_acc: 0.8555, loss_cls: 1.3958, loss: 1.3958, grad_norm: 4.5798 2020-07-22 23:35:37,784 - mmaction - INFO - Epoch [44][120/940] lr: 1.000e-03, eta: 11:24:20, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6725, top5_acc: 0.8658, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.5334 2020-07-22 23:35:49,927 - mmaction - INFO - Epoch [44][140/940] lr: 1.000e-03, eta: 11:24:01, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8666, loss_cls: 1.3013, loss: 1.3013, grad_norm: 4.3632 2020-07-22 23:36:01,752 - mmaction - INFO - Epoch [44][160/940] lr: 1.000e-03, eta: 11:23:41, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8660, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.5019 2020-07-22 23:36:13,583 - mmaction - INFO - Epoch [44][180/940] lr: 1.000e-03, eta: 11:23:21, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6602, top5_acc: 0.8561, loss_cls: 1.3841, loss: 1.3841, grad_norm: 4.5491 2020-07-22 23:36:25,939 - mmaction - INFO - Epoch [44][200/940] lr: 1.000e-03, eta: 11:23:01, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6646, top5_acc: 0.8590, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.5034 2020-07-22 23:36:37,851 - mmaction - INFO - Epoch [44][220/940] lr: 1.000e-03, eta: 11:22:42, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6646, top5_acc: 0.8619, loss_cls: 1.3608, loss: 1.3608, grad_norm: 4.5164 2020-07-22 23:36:49,627 - mmaction - INFO - Epoch [44][240/940] lr: 1.000e-03, eta: 11:22:22, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6619, top5_acc: 0.8578, loss_cls: 1.3810, loss: 1.3810, grad_norm: 4.4954 2020-07-22 23:37:01,369 - mmaction - INFO - Epoch [44][260/940] lr: 1.000e-03, eta: 11:22:01, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6617, top5_acc: 0.8488, loss_cls: 1.3973, loss: 1.3973, grad_norm: 4.5567 2020-07-22 23:37:13,234 - mmaction - INFO - Epoch [44][280/940] lr: 1.000e-03, eta: 11:21:42, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8584, loss_cls: 1.3473, loss: 1.3473, grad_norm: 4.5095 2020-07-22 23:37:25,027 - mmaction - INFO - Epoch [44][300/940] lr: 1.000e-03, eta: 11:21:22, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6650, top5_acc: 0.8576, loss_cls: 1.3783, loss: 1.3783, grad_norm: 4.5245 2020-07-22 23:37:37,622 - mmaction - INFO - Epoch [44][320/940] lr: 1.000e-03, eta: 11:21:03, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6631, top5_acc: 0.8557, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.6148 2020-07-22 23:37:49,590 - mmaction - INFO - Epoch [44][340/940] lr: 1.000e-03, eta: 11:20:43, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6734, top5_acc: 0.8660, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.5091 2020-07-22 23:38:02,121 - mmaction - INFO - Epoch [44][360/940] lr: 1.000e-03, eta: 11:20:24, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8570, loss_cls: 1.3588, loss: 1.3588, grad_norm: 4.5482 2020-07-22 23:38:14,640 - mmaction - INFO - Epoch [44][380/940] lr: 1.000e-03, eta: 11:20:05, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3778, loss: 1.3778, grad_norm: 4.5183 2020-07-22 23:38:26,404 - mmaction - INFO - Epoch [44][400/940] lr: 1.000e-03, eta: 11:19:45, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6752, top5_acc: 0.8582, loss_cls: 1.3379, loss: 1.3379, grad_norm: 4.4593 2020-07-22 23:38:38,770 - mmaction - INFO - Epoch [44][420/940] lr: 1.000e-03, eta: 11:19:26, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6596, top5_acc: 0.8502, loss_cls: 1.4146, loss: 1.4146, grad_norm: 4.5674 2020-07-22 23:38:50,893 - mmaction - INFO - Epoch [44][440/940] lr: 1.000e-03, eta: 11:19:06, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.6621, top5_acc: 0.8561, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.5774 2020-07-22 23:39:03,319 - mmaction - INFO - Epoch [44][460/940] lr: 1.000e-03, eta: 11:18:47, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6645, top5_acc: 0.8510, loss_cls: 1.3934, loss: 1.3934, grad_norm: 4.5833 2020-07-22 23:39:15,081 - mmaction - INFO - Epoch [44][480/940] lr: 1.000e-03, eta: 11:18:27, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6633, top5_acc: 0.8584, loss_cls: 1.3670, loss: 1.3670, grad_norm: 4.5252 2020-07-22 23:39:27,576 - mmaction - INFO - Epoch [44][500/940] lr: 1.000e-03, eta: 11:18:08, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6576, top5_acc: 0.8533, loss_cls: 1.3950, loss: 1.3950, grad_norm: 4.6308 2020-07-22 23:39:40,021 - mmaction - INFO - Epoch [44][520/940] lr: 1.000e-03, eta: 11:17:49, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.6648, top5_acc: 0.8561, loss_cls: 1.3692, loss: 1.3692, grad_norm: 4.5602 2020-07-22 23:39:52,430 - mmaction - INFO - Epoch [44][540/940] lr: 1.000e-03, eta: 11:17:30, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8586, loss_cls: 1.3507, loss: 1.3507, grad_norm: 4.5036 2020-07-22 23:40:04,949 - mmaction - INFO - Epoch [44][560/940] lr: 1.000e-03, eta: 11:17:11, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6678, top5_acc: 0.8547, loss_cls: 1.3902, loss: 1.3902, grad_norm: 4.5852 2020-07-22 23:40:16,892 - mmaction - INFO - Epoch [44][580/940] lr: 1.000e-03, eta: 11:16:51, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.4452 2020-07-22 23:40:29,470 - mmaction - INFO - Epoch [44][600/940] lr: 1.000e-03, eta: 11:16:32, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6641, top5_acc: 0.8512, loss_cls: 1.3944, loss: 1.3944, grad_norm: 4.5514 2020-07-22 23:40:41,504 - mmaction - INFO - Epoch [44][620/940] lr: 1.000e-03, eta: 11:16:13, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.6609, top5_acc: 0.8584, loss_cls: 1.3795, loss: 1.3795, grad_norm: 4.6027 2020-07-22 23:40:54,120 - mmaction - INFO - Epoch [44][640/940] lr: 1.000e-03, eta: 11:15:54, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.6676, top5_acc: 0.8600, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.6052 2020-07-22 23:41:06,059 - mmaction - INFO - Epoch [44][660/940] lr: 1.000e-03, eta: 11:15:34, time: 0.598, data_time: 0.013, memory: 8344, top1_acc: 0.6439, top5_acc: 0.8479, loss_cls: 1.4368, loss: 1.4368, grad_norm: 4.6738 2020-07-22 23:41:18,563 - mmaction - INFO - Epoch [44][680/940] lr: 1.000e-03, eta: 11:15:15, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6686, top5_acc: 0.8586, loss_cls: 1.3539, loss: 1.3539, grad_norm: 4.5532 2020-07-22 23:41:30,911 - mmaction - INFO - Epoch [44][700/940] lr: 1.000e-03, eta: 11:14:56, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6705, top5_acc: 0.8604, loss_cls: 1.3445, loss: 1.3445, grad_norm: 4.4742 2020-07-22 23:41:43,535 - mmaction - INFO - Epoch [44][720/940] lr: 1.000e-03, eta: 11:14:37, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.6604, top5_acc: 0.8475, loss_cls: 1.4083, loss: 1.4083, grad_norm: 4.6032 2020-07-22 23:41:55,397 - mmaction - INFO - Epoch [44][740/940] lr: 1.000e-03, eta: 11:14:18, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3715, loss: 1.3715, grad_norm: 4.5951 2020-07-22 23:42:07,274 - mmaction - INFO - Epoch [44][760/940] lr: 1.000e-03, eta: 11:13:58, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6543, top5_acc: 0.8566, loss_cls: 1.3844, loss: 1.3844, grad_norm: 4.6411 2020-07-22 23:42:19,728 - mmaction - INFO - Epoch [44][780/940] lr: 1.000e-03, eta: 11:13:39, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3732, loss: 1.3732, grad_norm: 4.6211 2020-07-22 23:42:32,179 - mmaction - INFO - Epoch [44][800/940] lr: 1.000e-03, eta: 11:13:20, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6646, top5_acc: 0.8518, loss_cls: 1.4057, loss: 1.4057, grad_norm: 4.6016 2020-07-22 23:42:43,995 - mmaction - INFO - Epoch [44][820/940] lr: 1.000e-03, eta: 11:13:00, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6695, top5_acc: 0.8553, loss_cls: 1.3744, loss: 1.3744, grad_norm: 4.4960 2020-07-22 23:42:55,865 - mmaction - INFO - Epoch [44][840/940] lr: 1.000e-03, eta: 11:12:40, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8598, loss_cls: 1.3420, loss: 1.3420, grad_norm: 4.5387 2020-07-22 23:43:07,791 - mmaction - INFO - Epoch [44][860/940] lr: 1.000e-03, eta: 11:12:21, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6635, top5_acc: 0.8551, loss_cls: 1.3781, loss: 1.3781, grad_norm: 4.5901 2020-07-22 23:43:19,648 - mmaction - INFO - Epoch [44][880/940] lr: 1.000e-03, eta: 11:12:01, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6535, top5_acc: 0.8557, loss_cls: 1.4065, loss: 1.4065, grad_norm: 4.6921 2020-07-22 23:43:31,419 - mmaction - INFO - Epoch [44][900/940] lr: 1.000e-03, eta: 11:11:41, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8623, loss_cls: 1.3241, loss: 1.3241, grad_norm: 4.5294 2020-07-22 23:43:43,288 - mmaction - INFO - Epoch [44][920/940] lr: 1.000e-03, eta: 11:11:22, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6576, top5_acc: 0.8492, loss_cls: 1.4223, loss: 1.4223, grad_norm: 4.6501 2020-07-22 23:43:55,188 - mmaction - INFO - Epoch [44][940/940] lr: 1.000e-03, eta: 11:11:02, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6669, top5_acc: 0.8547, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.6395 2020-07-22 23:46:20,305 - mmaction - INFO - Epoch [45][20/940] lr: 1.000e-03, eta: 11:13:26, time: 7.046, data_time: 6.360, memory: 8344, top1_acc: 0.6627, top5_acc: 0.8463, loss_cls: 1.3773, loss: 1.3773, grad_norm: 4.4647 2020-07-22 23:46:32,800 - mmaction - INFO - Epoch [45][40/940] lr: 1.000e-03, eta: 11:13:07, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.6602, top5_acc: 0.8607, loss_cls: 1.3802, loss: 1.3802, grad_norm: 4.6016 2020-07-22 23:46:44,700 - mmaction - INFO - Epoch [45][60/940] lr: 1.000e-03, eta: 11:12:48, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6562, top5_acc: 0.8574, loss_cls: 1.3897, loss: 1.3897, grad_norm: 4.5864 2020-07-22 23:46:56,498 - mmaction - INFO - Epoch [45][80/940] lr: 1.000e-03, eta: 11:12:28, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6676, top5_acc: 0.8582, loss_cls: 1.3602, loss: 1.3602, grad_norm: 4.6006 2020-07-22 23:47:08,348 - mmaction - INFO - Epoch [45][100/940] lr: 1.000e-03, eta: 11:12:08, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8555, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.4610 2020-07-22 23:47:20,142 - mmaction - INFO - Epoch [45][120/940] lr: 1.000e-03, eta: 11:11:48, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6746, top5_acc: 0.8619, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.4471 2020-07-22 23:47:32,617 - mmaction - INFO - Epoch [45][140/940] lr: 1.000e-03, eta: 11:11:29, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.6605, top5_acc: 0.8576, loss_cls: 1.3833, loss: 1.3833, grad_norm: 4.6044 2020-07-22 23:47:44,393 - mmaction - INFO - Epoch [45][160/940] lr: 1.000e-03, eta: 11:11:09, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6660, top5_acc: 0.8590, loss_cls: 1.3724, loss: 1.3724, grad_norm: 4.5809 2020-07-22 23:47:56,990 - mmaction - INFO - Epoch [45][180/940] lr: 1.000e-03, eta: 11:10:51, time: 0.630, data_time: 0.014, memory: 8344, top1_acc: 0.6635, top5_acc: 0.8572, loss_cls: 1.3935, loss: 1.3935, grad_norm: 4.6262 2020-07-22 23:48:09,412 - mmaction - INFO - Epoch [45][200/940] lr: 1.000e-03, eta: 11:10:32, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.6283 2020-07-22 23:48:21,977 - mmaction - INFO - Epoch [45][220/940] lr: 1.000e-03, eta: 11:10:13, time: 0.628, data_time: 0.012, memory: 8344, top1_acc: 0.6699, top5_acc: 0.8611, loss_cls: 1.3422, loss: 1.3422, grad_norm: 4.5399 2020-07-22 23:48:34,456 - mmaction - INFO - Epoch [45][240/940] lr: 1.000e-03, eta: 11:09:54, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8637, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.5234 2020-07-22 23:48:46,274 - mmaction - INFO - Epoch [45][260/940] lr: 1.000e-03, eta: 11:09:34, time: 0.591, data_time: 0.007, memory: 8344, top1_acc: 0.6725, top5_acc: 0.8629, loss_cls: 1.3282, loss: 1.3282, grad_norm: 4.5188 2020-07-22 23:48:58,047 - mmaction - INFO - Epoch [45][280/940] lr: 1.000e-03, eta: 11:09:14, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6758, top5_acc: 0.8658, loss_cls: 1.3162, loss: 1.3162, grad_norm: 4.5161 2020-07-22 23:49:10,725 - mmaction - INFO - Epoch [45][300/940] lr: 1.000e-03, eta: 11:08:55, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.6664, top5_acc: 0.8695, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.5697 2020-07-22 23:49:22,623 - mmaction - INFO - Epoch [45][320/940] lr: 1.000e-03, eta: 11:08:36, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6615, top5_acc: 0.8631, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.5660 2020-07-22 23:49:34,622 - mmaction - INFO - Epoch [45][340/940] lr: 1.000e-03, eta: 11:08:16, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6756, top5_acc: 0.8604, loss_cls: 1.3311, loss: 1.3311, grad_norm: 4.5207 2020-07-22 23:49:46,514 - mmaction - INFO - Epoch [45][360/940] lr: 1.000e-03, eta: 11:07:57, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6736, top5_acc: 0.8689, loss_cls: 1.3292, loss: 1.3292, grad_norm: 4.5371 2020-07-22 23:49:58,455 - mmaction - INFO - Epoch [45][380/940] lr: 1.000e-03, eta: 11:07:37, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6746, top5_acc: 0.8615, loss_cls: 1.3476, loss: 1.3476, grad_norm: 4.6059 2020-07-22 23:50:10,230 - mmaction - INFO - Epoch [45][400/940] lr: 1.000e-03, eta: 11:07:17, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6666, top5_acc: 0.8576, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.5655 2020-07-22 23:50:22,656 - mmaction - INFO - Epoch [45][420/940] lr: 1.000e-03, eta: 11:06:58, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6695, top5_acc: 0.8674, loss_cls: 1.3179, loss: 1.3179, grad_norm: 4.5214 2020-07-22 23:50:35,241 - mmaction - INFO - Epoch [45][440/940] lr: 1.000e-03, eta: 11:06:40, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6771, top5_acc: 0.8639, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.5479 2020-07-22 23:50:47,058 - mmaction - INFO - Epoch [45][460/940] lr: 1.000e-03, eta: 11:06:20, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3452, loss: 1.3452, grad_norm: 4.5750 2020-07-22 23:50:58,887 - mmaction - INFO - Epoch [45][480/940] lr: 1.000e-03, eta: 11:06:00, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6697, top5_acc: 0.8627, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.6422 2020-07-22 23:51:11,447 - mmaction - INFO - Epoch [45][500/940] lr: 1.000e-03, eta: 11:05:41, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6689, top5_acc: 0.8615, loss_cls: 1.3468, loss: 1.3468, grad_norm: 4.5568 2020-07-22 23:51:23,730 - mmaction - INFO - Epoch [45][520/940] lr: 1.000e-03, eta: 11:05:22, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.6656, top5_acc: 0.8568, loss_cls: 1.3831, loss: 1.3831, grad_norm: 4.6142 2020-07-22 23:51:35,539 - mmaction - INFO - Epoch [45][540/940] lr: 1.000e-03, eta: 11:05:03, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8666, loss_cls: 1.3145, loss: 1.3145, grad_norm: 4.4703 2020-07-22 23:51:47,960 - mmaction - INFO - Epoch [45][560/940] lr: 1.000e-03, eta: 11:04:44, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6658, top5_acc: 0.8617, loss_cls: 1.3309, loss: 1.3309, grad_norm: 4.5316 2020-07-22 23:51:59,797 - mmaction - INFO - Epoch [45][580/940] lr: 1.000e-03, eta: 11:04:24, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6723, top5_acc: 0.8629, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.5625 2020-07-22 23:52:12,205 - mmaction - INFO - Epoch [45][600/940] lr: 1.000e-03, eta: 11:04:05, time: 0.620, data_time: 0.004, memory: 8344, top1_acc: 0.6629, top5_acc: 0.8590, loss_cls: 1.3707, loss: 1.3707, grad_norm: 4.6422 2020-07-22 23:52:24,679 - mmaction - INFO - Epoch [45][620/940] lr: 1.000e-03, eta: 11:03:46, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6674, top5_acc: 0.8600, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.5469 2020-07-22 23:52:36,676 - mmaction - INFO - Epoch [45][640/940] lr: 1.000e-03, eta: 11:03:27, time: 0.600, data_time: 0.014, memory: 8344, top1_acc: 0.6699, top5_acc: 0.8643, loss_cls: 1.3315, loss: 1.3315, grad_norm: 4.6411 2020-07-22 23:52:48,605 - mmaction - INFO - Epoch [45][660/940] lr: 1.000e-03, eta: 11:03:07, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6670, top5_acc: 0.8682, loss_cls: 1.3380, loss: 1.3380, grad_norm: 4.5923 2020-07-22 23:53:01,205 - mmaction - INFO - Epoch [45][680/940] lr: 1.000e-03, eta: 11:02:49, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6590, top5_acc: 0.8582, loss_cls: 1.3783, loss: 1.3783, grad_norm: 4.5769 2020-07-22 23:53:13,054 - mmaction - INFO - Epoch [45][700/940] lr: 1.000e-03, eta: 11:02:29, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8648, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.6209 2020-07-22 23:53:25,621 - mmaction - INFO - Epoch [45][720/940] lr: 1.000e-03, eta: 11:02:10, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6572, top5_acc: 0.8469, loss_cls: 1.3999, loss: 1.3999, grad_norm: 4.7432 2020-07-22 23:53:38,126 - mmaction - INFO - Epoch [45][740/940] lr: 1.000e-03, eta: 11:01:52, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6611, top5_acc: 0.8521, loss_cls: 1.3938, loss: 1.3938, grad_norm: 4.6126 2020-07-22 23:53:50,802 - mmaction - INFO - Epoch [45][760/940] lr: 1.000e-03, eta: 11:01:33, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6742, top5_acc: 0.8621, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.5368 2020-07-22 23:54:03,214 - mmaction - INFO - Epoch [45][780/940] lr: 1.000e-03, eta: 11:01:14, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6562, top5_acc: 0.8465, loss_cls: 1.4047, loss: 1.4047, grad_norm: 4.6049 2020-07-22 23:54:15,041 - mmaction - INFO - Epoch [45][800/940] lr: 1.000e-03, eta: 11:00:55, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8543, loss_cls: 1.3585, loss: 1.3585, grad_norm: 4.5944 2020-07-22 23:54:27,482 - mmaction - INFO - Epoch [45][820/940] lr: 1.000e-03, eta: 11:00:36, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8668, loss_cls: 1.3299, loss: 1.3299, grad_norm: 4.5513 2020-07-22 23:54:39,358 - mmaction - INFO - Epoch [45][840/940] lr: 1.000e-03, eta: 11:00:16, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6682, top5_acc: 0.8652, loss_cls: 1.3389, loss: 1.3389, grad_norm: 4.5601 2020-07-22 23:54:51,133 - mmaction - INFO - Epoch [45][860/940] lr: 1.000e-03, eta: 10:59:57, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6545, top5_acc: 0.8480, loss_cls: 1.4004, loss: 1.4004, grad_norm: 4.6684 2020-07-22 23:55:03,147 - mmaction - INFO - Epoch [45][880/940] lr: 1.000e-03, eta: 10:59:38, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6641, top5_acc: 0.8576, loss_cls: 1.3847, loss: 1.3847, grad_norm: 4.6523 2020-07-22 23:55:15,009 - mmaction - INFO - Epoch [45][900/940] lr: 1.000e-03, eta: 10:59:18, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6828, top5_acc: 0.8686, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.5330 2020-07-22 23:55:27,429 - mmaction - INFO - Epoch [45][920/940] lr: 1.000e-03, eta: 10:58:59, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6662, top5_acc: 0.8613, loss_cls: 1.3649, loss: 1.3649, grad_norm: 4.6450 2020-07-22 23:55:38,646 - mmaction - INFO - Epoch [45][940/940] lr: 1.000e-03, eta: 10:58:39, time: 0.562, data_time: 0.002, memory: 8344, top1_acc: 0.6695, top5_acc: 0.8596, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.6512 2020-07-22 23:55:42,861 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-07-23 00:00:15,531 - mmaction - INFO - Epoch [46][20/940] lr: 1.000e-03, eta: 11:03:37, time: 13.609, data_time: 12.605, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8619, loss_cls: 1.3203, loss: 1.3203, grad_norm: 4.5303 2020-07-23 00:00:27,479 - mmaction - INFO - Epoch [46][40/940] lr: 1.000e-03, eta: 11:03:18, time: 0.601, data_time: 0.014, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8684, loss_cls: 1.2854, loss: 1.2854, grad_norm: 4.4393 2020-07-23 00:00:41,146 - mmaction - INFO - Epoch [46][60/940] lr: 1.000e-03, eta: 11:03:00, time: 0.683, data_time: 0.002, memory: 8344, top1_acc: 0.6736, top5_acc: 0.8664, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.5339 2020-07-23 00:00:52,938 - mmaction - INFO - Epoch [46][80/940] lr: 1.000e-03, eta: 11:02:41, time: 0.590, data_time: 0.005, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8666, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.5449 2020-07-23 00:01:12,731 - mmaction - INFO - Epoch [46][100/940] lr: 1.000e-03, eta: 11:02:30, time: 0.970, data_time: 0.002, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8613, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.5759 2020-07-23 00:01:48,319 - mmaction - INFO - Epoch [46][120/940] lr: 1.000e-03, eta: 11:02:40, time: 1.797, data_time: 0.487, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8654, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.5891 2020-07-23 00:02:16,126 - mmaction - INFO - Epoch [46][140/940] lr: 1.000e-03, eta: 11:02:39, time: 1.389, data_time: 0.354, memory: 8344, top1_acc: 0.6670, top5_acc: 0.8527, loss_cls: 1.3761, loss: 1.3761, grad_norm: 4.6249 2020-07-23 00:02:29,491 - mmaction - INFO - Epoch [46][160/940] lr: 1.000e-03, eta: 11:02:21, time: 0.672, data_time: 0.028, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8574, loss_cls: 1.3565, loss: 1.3565, grad_norm: 4.5727 2020-07-23 00:02:41,251 - mmaction - INFO - Epoch [46][180/940] lr: 1.000e-03, eta: 11:02:01, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6777, top5_acc: 0.8629, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.6334 2020-07-23 00:02:53,712 - mmaction - INFO - Epoch [46][200/940] lr: 1.000e-03, eta: 11:01:42, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6668, top5_acc: 0.8566, loss_cls: 1.3644, loss: 1.3644, grad_norm: 4.6009 2020-07-23 00:03:05,508 - mmaction - INFO - Epoch [46][220/940] lr: 1.000e-03, eta: 11:01:23, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6678, top5_acc: 0.8602, loss_cls: 1.3399, loss: 1.3399, grad_norm: 4.5558 2020-07-23 00:03:18,026 - mmaction - INFO - Epoch [46][240/940] lr: 1.000e-03, eta: 11:01:04, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6619, top5_acc: 0.8562, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.6312 2020-07-23 00:03:29,802 - mmaction - INFO - Epoch [46][260/940] lr: 1.000e-03, eta: 11:00:44, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8650, loss_cls: 1.3297, loss: 1.3297, grad_norm: 4.6076 2020-07-23 00:03:42,310 - mmaction - INFO - Epoch [46][280/940] lr: 1.000e-03, eta: 11:00:25, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6611, top5_acc: 0.8523, loss_cls: 1.3893, loss: 1.3893, grad_norm: 4.6372 2020-07-23 00:03:54,195 - mmaction - INFO - Epoch [46][300/940] lr: 1.000e-03, eta: 11:00:05, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8658, loss_cls: 1.3045, loss: 1.3045, grad_norm: 4.6177 2020-07-23 00:04:06,106 - mmaction - INFO - Epoch [46][320/940] lr: 1.000e-03, eta: 10:59:46, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6604, top5_acc: 0.8521, loss_cls: 1.3867, loss: 1.3867, grad_norm: 4.6471 2020-07-23 00:04:18,666 - mmaction - INFO - Epoch [46][340/940] lr: 1.000e-03, eta: 10:59:27, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8541, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.5953 2020-07-23 00:04:30,510 - mmaction - INFO - Epoch [46][360/940] lr: 1.000e-03, eta: 10:59:07, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8674, loss_cls: 1.3104, loss: 1.3104, grad_norm: 4.5946 2020-07-23 00:04:42,296 - mmaction - INFO - Epoch [46][380/940] lr: 1.000e-03, eta: 10:58:47, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8617, loss_cls: 1.3560, loss: 1.3560, grad_norm: 4.5839 2020-07-23 00:04:54,198 - mmaction - INFO - Epoch [46][400/940] lr: 1.000e-03, eta: 10:58:28, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6760, top5_acc: 0.8684, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.5935 2020-07-23 00:05:06,039 - mmaction - INFO - Epoch [46][420/940] lr: 1.000e-03, eta: 10:58:08, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8666, loss_cls: 1.2784, loss: 1.2784, grad_norm: 4.5033 2020-07-23 00:05:17,826 - mmaction - INFO - Epoch [46][440/940] lr: 1.000e-03, eta: 10:57:48, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6660, top5_acc: 0.8518, loss_cls: 1.3567, loss: 1.3567, grad_norm: 4.6114 2020-07-23 00:05:29,792 - mmaction - INFO - Epoch [46][460/940] lr: 1.000e-03, eta: 10:57:29, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6781, top5_acc: 0.8693, loss_cls: 1.3078, loss: 1.3078, grad_norm: 4.5365 2020-07-23 00:05:42,184 - mmaction - INFO - Epoch [46][480/940] lr: 1.000e-03, eta: 10:57:10, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6607, top5_acc: 0.8602, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.7366 2020-07-23 00:05:54,000 - mmaction - INFO - Epoch [46][500/940] lr: 1.000e-03, eta: 10:56:50, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6639, top5_acc: 0.8617, loss_cls: 1.3538, loss: 1.3538, grad_norm: 4.6575 2020-07-23 00:06:06,452 - mmaction - INFO - Epoch [46][520/940] lr: 1.000e-03, eta: 10:56:31, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6760, top5_acc: 0.8699, loss_cls: 1.3093, loss: 1.3093, grad_norm: 4.6000 2020-07-23 00:06:19,065 - mmaction - INFO - Epoch [46][540/940] lr: 1.000e-03, eta: 10:56:13, time: 0.630, data_time: 0.008, memory: 8344, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3333, loss: 1.3333, grad_norm: 4.6621 2020-07-23 00:06:30,821 - mmaction - INFO - Epoch [46][560/940] lr: 1.000e-03, eta: 10:55:53, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8639, loss_cls: 1.3360, loss: 1.3360, grad_norm: 4.5570 2020-07-23 00:06:42,683 - mmaction - INFO - Epoch [46][580/940] lr: 1.000e-03, eta: 10:55:33, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6643, top5_acc: 0.8643, loss_cls: 1.3707, loss: 1.3707, grad_norm: 4.7167 2020-07-23 00:06:54,541 - mmaction - INFO - Epoch [46][600/940] lr: 1.000e-03, eta: 10:55:14, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6707, top5_acc: 0.8621, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.6215 2020-07-23 00:07:06,511 - mmaction - INFO - Epoch [46][620/940] lr: 1.000e-03, eta: 10:54:54, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6658, top5_acc: 0.8566, loss_cls: 1.3612, loss: 1.3612, grad_norm: 4.6272 2020-07-23 00:07:18,333 - mmaction - INFO - Epoch [46][640/940] lr: 1.000e-03, eta: 10:54:35, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6566, top5_acc: 0.8514, loss_cls: 1.3954, loss: 1.3954, grad_norm: 4.6728 2020-07-23 00:07:30,119 - mmaction - INFO - Epoch [46][660/940] lr: 1.000e-03, eta: 10:54:15, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6664, top5_acc: 0.8621, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.6103 2020-07-23 00:07:42,634 - mmaction - INFO - Epoch [46][680/940] lr: 1.000e-03, eta: 10:53:56, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6695, top5_acc: 0.8660, loss_cls: 1.3241, loss: 1.3241, grad_norm: 4.5801 2020-07-23 00:07:55,076 - mmaction - INFO - Epoch [46][700/940] lr: 1.000e-03, eta: 10:53:37, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6670, top5_acc: 0.8629, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.6316 2020-07-23 00:08:07,532 - mmaction - INFO - Epoch [46][720/940] lr: 1.000e-03, eta: 10:53:18, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8645, loss_cls: 1.3321, loss: 1.3321, grad_norm: 4.5557 2020-07-23 00:08:19,307 - mmaction - INFO - Epoch [46][740/940] lr: 1.000e-03, eta: 10:52:59, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6592, top5_acc: 0.8582, loss_cls: 1.3541, loss: 1.3541, grad_norm: 4.6493 2020-07-23 00:08:31,703 - mmaction - INFO - Epoch [46][760/940] lr: 1.000e-03, eta: 10:52:40, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6789, top5_acc: 0.8666, loss_cls: 1.3204, loss: 1.3204, grad_norm: 4.5617 2020-07-23 00:08:44,158 - mmaction - INFO - Epoch [46][780/940] lr: 1.000e-03, eta: 10:52:21, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.6351 2020-07-23 00:08:55,980 - mmaction - INFO - Epoch [46][800/940] lr: 1.000e-03, eta: 10:52:01, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6738, top5_acc: 0.8691, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.5030 2020-07-23 00:09:07,904 - mmaction - INFO - Epoch [46][820/940] lr: 1.000e-03, eta: 10:51:42, time: 0.596, data_time: 0.007, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8566, loss_cls: 1.3599, loss: 1.3599, grad_norm: 4.6583 2020-07-23 00:09:20,027 - mmaction - INFO - Epoch [46][840/940] lr: 1.000e-03, eta: 10:51:23, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.6643, top5_acc: 0.8553, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.6478 2020-07-23 00:09:31,850 - mmaction - INFO - Epoch [46][860/940] lr: 1.000e-03, eta: 10:51:03, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6680, top5_acc: 0.8566, loss_cls: 1.3707, loss: 1.3707, grad_norm: 4.6354 2020-07-23 00:09:43,676 - mmaction - INFO - Epoch [46][880/940] lr: 1.000e-03, eta: 10:50:44, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6545, top5_acc: 0.8596, loss_cls: 1.3597, loss: 1.3597, grad_norm: 4.6755 2020-07-23 00:09:55,545 - mmaction - INFO - Epoch [46][900/940] lr: 1.000e-03, eta: 10:50:24, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6650, top5_acc: 0.8562, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.6287 2020-07-23 00:10:08,007 - mmaction - INFO - Epoch [46][920/940] lr: 1.000e-03, eta: 10:50:05, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6650, top5_acc: 0.8615, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.6294 2020-07-23 00:10:20,058 - mmaction - INFO - Epoch [46][940/940] lr: 1.000e-03, eta: 10:49:46, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.6699, top5_acc: 0.8530, loss_cls: 1.3781, loss: 1.3781, grad_norm: 4.7418 2020-07-23 00:13:16,030 - mmaction - INFO - Epoch [47][20/940] lr: 1.000e-03, eta: 10:52:28, time: 8.301, data_time: 7.591, memory: 8344, top1_acc: 0.6699, top5_acc: 0.8617, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.5860 2020-07-23 00:13:28,115 - mmaction - INFO - Epoch [47][40/940] lr: 1.000e-03, eta: 10:52:08, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8574, loss_cls: 1.3609, loss: 1.3609, grad_norm: 4.6215 2020-07-23 00:13:39,819 - mmaction - INFO - Epoch [47][60/940] lr: 1.000e-03, eta: 10:51:48, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6623, top5_acc: 0.8525, loss_cls: 1.3806, loss: 1.3806, grad_norm: 4.6879 2020-07-23 00:13:51,602 - mmaction - INFO - Epoch [47][80/940] lr: 1.000e-03, eta: 10:51:29, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6629, top5_acc: 0.8520, loss_cls: 1.3767, loss: 1.3767, grad_norm: 4.6471 2020-07-23 00:14:03,411 - mmaction - INFO - Epoch [47][100/940] lr: 1.000e-03, eta: 10:51:09, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.3756, loss: 1.3756, grad_norm: 4.6137 2020-07-23 00:14:15,164 - mmaction - INFO - Epoch [47][120/940] lr: 1.000e-03, eta: 10:50:49, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6641, top5_acc: 0.8598, loss_cls: 1.3670, loss: 1.3670, grad_norm: 4.6662 2020-07-23 00:14:27,029 - mmaction - INFO - Epoch [47][140/940] lr: 1.000e-03, eta: 10:50:30, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6686, top5_acc: 0.8602, loss_cls: 1.3508, loss: 1.3508, grad_norm: 4.6411 2020-07-23 00:14:38,966 - mmaction - INFO - Epoch [47][160/940] lr: 1.000e-03, eta: 10:50:10, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8652, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.6878 2020-07-23 00:14:50,826 - mmaction - INFO - Epoch [47][180/940] lr: 1.000e-03, eta: 10:49:51, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6695, top5_acc: 0.8584, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.5609 2020-07-23 00:15:02,715 - mmaction - INFO - Epoch [47][200/940] lr: 1.000e-03, eta: 10:49:31, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6793, top5_acc: 0.8648, loss_cls: 1.3213, loss: 1.3213, grad_norm: 4.6027 2020-07-23 00:15:14,499 - mmaction - INFO - Epoch [47][220/940] lr: 1.000e-03, eta: 10:49:12, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6760, top5_acc: 0.8615, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.6273 2020-07-23 00:15:26,285 - mmaction - INFO - Epoch [47][240/940] lr: 1.000e-03, eta: 10:48:52, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6805, top5_acc: 0.8713, loss_cls: 1.2779, loss: 1.2779, grad_norm: 4.5274 2020-07-23 00:15:38,094 - mmaction - INFO - Epoch [47][260/940] lr: 1.000e-03, eta: 10:48:32, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6746, top5_acc: 0.8598, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.6102 2020-07-23 00:15:49,996 - mmaction - INFO - Epoch [47][280/940] lr: 1.000e-03, eta: 10:48:13, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6732, top5_acc: 0.8605, loss_cls: 1.3534, loss: 1.3534, grad_norm: 4.6406 2020-07-23 00:16:01,809 - mmaction - INFO - Epoch [47][300/940] lr: 1.000e-03, eta: 10:47:53, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8689, loss_cls: 1.2857, loss: 1.2857, grad_norm: 4.5495 2020-07-23 00:16:14,389 - mmaction - INFO - Epoch [47][320/940] lr: 1.000e-03, eta: 10:47:35, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6738, top5_acc: 0.8625, loss_cls: 1.3178, loss: 1.3178, grad_norm: 4.5866 2020-07-23 00:16:26,726 - mmaction - INFO - Epoch [47][340/940] lr: 1.000e-03, eta: 10:47:16, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8682, loss_cls: 1.2957, loss: 1.2957, grad_norm: 4.5476 2020-07-23 00:16:38,626 - mmaction - INFO - Epoch [47][360/940] lr: 1.000e-03, eta: 10:46:56, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6658, top5_acc: 0.8596, loss_cls: 1.3746, loss: 1.3746, grad_norm: 4.7109 2020-07-23 00:16:50,475 - mmaction - INFO - Epoch [47][380/940] lr: 1.000e-03, eta: 10:46:37, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6650, top5_acc: 0.8588, loss_cls: 1.3534, loss: 1.3534, grad_norm: 4.7179 2020-07-23 00:17:02,884 - mmaction - INFO - Epoch [47][400/940] lr: 1.000e-03, eta: 10:46:18, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6693, top5_acc: 0.8545, loss_cls: 1.3685, loss: 1.3685, grad_norm: 4.6575 2020-07-23 00:17:16,076 - mmaction - INFO - Epoch [47][420/940] lr: 1.000e-03, eta: 10:46:00, time: 0.659, data_time: 0.001, memory: 8344, top1_acc: 0.6666, top5_acc: 0.8523, loss_cls: 1.3757, loss: 1.3757, grad_norm: 4.6840 2020-07-23 00:17:28,370 - mmaction - INFO - Epoch [47][440/940] lr: 1.000e-03, eta: 10:45:41, time: 0.614, data_time: 0.003, memory: 8344, top1_acc: 0.6674, top5_acc: 0.8637, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.6857 2020-07-23 00:17:41,113 - mmaction - INFO - Epoch [47][460/940] lr: 1.000e-03, eta: 10:45:22, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6740, top5_acc: 0.8602, loss_cls: 1.3380, loss: 1.3380, grad_norm: 4.6907 2020-07-23 00:17:52,927 - mmaction - INFO - Epoch [47][480/940] lr: 1.000e-03, eta: 10:45:03, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6752, top5_acc: 0.8611, loss_cls: 1.3124, loss: 1.3124, grad_norm: 4.6181 2020-07-23 00:18:05,282 - mmaction - INFO - Epoch [47][500/940] lr: 1.000e-03, eta: 10:44:44, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6656, top5_acc: 0.8551, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.7649 2020-07-23 00:18:17,683 - mmaction - INFO - Epoch [47][520/940] lr: 1.000e-03, eta: 10:44:25, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6779, top5_acc: 0.8605, loss_cls: 1.3302, loss: 1.3302, grad_norm: 4.6665 2020-07-23 00:18:29,553 - mmaction - INFO - Epoch [47][540/940] lr: 1.000e-03, eta: 10:44:06, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8668, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.6858 2020-07-23 00:18:41,957 - mmaction - INFO - Epoch [47][560/940] lr: 1.000e-03, eta: 10:43:47, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6621, top5_acc: 0.8561, loss_cls: 1.3653, loss: 1.3653, grad_norm: 4.7243 2020-07-23 00:18:53,778 - mmaction - INFO - Epoch [47][580/940] lr: 1.000e-03, eta: 10:43:27, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.2994, loss: 1.2994, grad_norm: 4.6273 2020-07-23 00:19:05,658 - mmaction - INFO - Epoch [47][600/940] lr: 1.000e-03, eta: 10:43:08, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6723, top5_acc: 0.8609, loss_cls: 1.3315, loss: 1.3315, grad_norm: 4.6745 2020-07-23 00:19:18,146 - mmaction - INFO - Epoch [47][620/940] lr: 1.000e-03, eta: 10:42:49, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6699, top5_acc: 0.8631, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.7478 2020-07-23 00:19:30,602 - mmaction - INFO - Epoch [47][640/940] lr: 1.000e-03, eta: 10:42:31, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6699, top5_acc: 0.8586, loss_cls: 1.3626, loss: 1.3626, grad_norm: 4.7290 2020-07-23 00:19:42,946 - mmaction - INFO - Epoch [47][660/940] lr: 1.000e-03, eta: 10:42:12, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8732, loss_cls: 1.2886, loss: 1.2886, grad_norm: 4.6191 2020-07-23 00:19:55,425 - mmaction - INFO - Epoch [47][680/940] lr: 1.000e-03, eta: 10:41:53, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.6165 2020-07-23 00:20:07,242 - mmaction - INFO - Epoch [47][700/940] lr: 1.000e-03, eta: 10:41:34, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6736, top5_acc: 0.8627, loss_cls: 1.3417, loss: 1.3417, grad_norm: 4.7122 2020-07-23 00:20:19,761 - mmaction - INFO - Epoch [47][720/940] lr: 1.000e-03, eta: 10:41:15, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8561, loss_cls: 1.3346, loss: 1.3346, grad_norm: 4.6683 2020-07-23 00:20:32,309 - mmaction - INFO - Epoch [47][740/940] lr: 1.000e-03, eta: 10:40:56, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6584, top5_acc: 0.8631, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.7332 2020-07-23 00:20:44,063 - mmaction - INFO - Epoch [47][760/940] lr: 1.000e-03, eta: 10:40:37, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6730, top5_acc: 0.8664, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.6380 2020-07-23 00:20:56,529 - mmaction - INFO - Epoch [47][780/940] lr: 1.000e-03, eta: 10:40:18, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6672, top5_acc: 0.8592, loss_cls: 1.3740, loss: 1.3740, grad_norm: 4.8193 2020-07-23 00:21:08,497 - mmaction - INFO - Epoch [47][800/940] lr: 1.000e-03, eta: 10:39:59, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.6645, top5_acc: 0.8570, loss_cls: 1.3768, loss: 1.3768, grad_norm: 4.7146 2020-07-23 00:21:20,777 - mmaction - INFO - Epoch [47][820/940] lr: 1.000e-03, eta: 10:39:40, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8639, loss_cls: 1.3405, loss: 1.3405, grad_norm: 4.6811 2020-07-23 00:21:32,649 - mmaction - INFO - Epoch [47][840/940] lr: 1.000e-03, eta: 10:39:21, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8670, loss_cls: 1.2923, loss: 1.2923, grad_norm: 4.5799 2020-07-23 00:21:44,529 - mmaction - INFO - Epoch [47][860/940] lr: 1.000e-03, eta: 10:39:02, time: 0.594, data_time: 0.007, memory: 8344, top1_acc: 0.6650, top5_acc: 0.8678, loss_cls: 1.3237, loss: 1.3237, grad_norm: 4.7286 2020-07-23 00:21:57,026 - mmaction - INFO - Epoch [47][880/940] lr: 1.000e-03, eta: 10:38:43, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6777, top5_acc: 0.8559, loss_cls: 1.3516, loss: 1.3516, grad_norm: 4.6750 2020-07-23 00:22:09,446 - mmaction - INFO - Epoch [47][900/940] lr: 1.000e-03, eta: 10:38:24, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6719, top5_acc: 0.8684, loss_cls: 1.3180, loss: 1.3180, grad_norm: 4.6987 2020-07-23 00:22:21,885 - mmaction - INFO - Epoch [47][920/940] lr: 1.000e-03, eta: 10:38:05, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2898, loss: 1.2898, grad_norm: 4.5897 2020-07-23 00:22:33,179 - mmaction - INFO - Epoch [47][940/940] lr: 1.000e-03, eta: 10:37:46, time: 0.567, data_time: 0.003, memory: 8344, top1_acc: 0.6661, top5_acc: 0.8581, loss_cls: 1.3560, loss: 1.3560, grad_norm: 4.8438 2020-07-23 00:26:08,940 - mmaction - INFO - Epoch [48][20/940] lr: 1.000e-03, eta: 10:41:07, time: 10.374, data_time: 9.662, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8631, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.7136 2020-07-23 00:26:20,613 - mmaction - INFO - Epoch [48][40/940] lr: 1.000e-03, eta: 10:40:47, time: 0.586, data_time: 0.004, memory: 8344, top1_acc: 0.6680, top5_acc: 0.8662, loss_cls: 1.3168, loss: 1.3168, grad_norm: 4.6474 2020-07-23 00:26:32,307 - mmaction - INFO - Epoch [48][60/940] lr: 1.000e-03, eta: 10:40:27, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6746, top5_acc: 0.8691, loss_cls: 1.3161, loss: 1.3161, grad_norm: 4.6865 2020-07-23 00:26:44,816 - mmaction - INFO - Epoch [48][80/940] lr: 1.000e-03, eta: 10:40:09, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6779, top5_acc: 0.8631, loss_cls: 1.3066, loss: 1.3066, grad_norm: 4.6777 2020-07-23 00:26:56,589 - mmaction - INFO - Epoch [48][100/940] lr: 1.000e-03, eta: 10:39:49, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3011, loss: 1.3011, grad_norm: 4.6043 2020-07-23 00:27:08,529 - mmaction - INFO - Epoch [48][120/940] lr: 1.000e-03, eta: 10:39:30, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3204, loss: 1.3204, grad_norm: 4.6841 2020-07-23 00:27:20,903 - mmaction - INFO - Epoch [48][140/940] lr: 1.000e-03, eta: 10:39:11, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8672, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.6346 2020-07-23 00:27:32,704 - mmaction - INFO - Epoch [48][160/940] lr: 1.000e-03, eta: 10:38:51, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.5770 2020-07-23 00:27:44,531 - mmaction - INFO - Epoch [48][180/940] lr: 1.000e-03, eta: 10:38:32, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8721, loss_cls: 1.2907, loss: 1.2907, grad_norm: 4.6708 2020-07-23 00:27:56,313 - mmaction - INFO - Epoch [48][200/940] lr: 1.000e-03, eta: 10:38:12, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8656, loss_cls: 1.3139, loss: 1.3139, grad_norm: 4.6543 2020-07-23 00:28:08,246 - mmaction - INFO - Epoch [48][220/940] lr: 1.000e-03, eta: 10:37:53, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6627, top5_acc: 0.8586, loss_cls: 1.3753, loss: 1.3753, grad_norm: 4.6814 2020-07-23 00:28:20,722 - mmaction - INFO - Epoch [48][240/940] lr: 1.000e-03, eta: 10:37:34, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8666, loss_cls: 1.3019, loss: 1.3019, grad_norm: 4.5946 2020-07-23 00:28:33,221 - mmaction - INFO - Epoch [48][260/940] lr: 1.000e-03, eta: 10:37:16, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6746, top5_acc: 0.8650, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.7597 2020-07-23 00:28:45,029 - mmaction - INFO - Epoch [48][280/940] lr: 1.000e-03, eta: 10:36:56, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6781, top5_acc: 0.8631, loss_cls: 1.3198, loss: 1.3198, grad_norm: 4.6006 2020-07-23 00:28:57,027 - mmaction - INFO - Epoch [48][300/940] lr: 1.000e-03, eta: 10:36:37, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6738, top5_acc: 0.8648, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.6941 2020-07-23 00:29:09,322 - mmaction - INFO - Epoch [48][320/940] lr: 1.000e-03, eta: 10:36:18, time: 0.615, data_time: 0.025, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8662, loss_cls: 1.2991, loss: 1.2991, grad_norm: 4.6950 2020-07-23 00:29:21,190 - mmaction - INFO - Epoch [48][340/940] lr: 1.000e-03, eta: 10:35:58, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6629, top5_acc: 0.8650, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.6713 2020-07-23 00:29:32,969 - mmaction - INFO - Epoch [48][360/940] lr: 1.000e-03, eta: 10:35:39, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6680, top5_acc: 0.8646, loss_cls: 1.3486, loss: 1.3486, grad_norm: 4.7783 2020-07-23 00:29:45,541 - mmaction - INFO - Epoch [48][380/940] lr: 1.000e-03, eta: 10:35:20, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6611, top5_acc: 0.8506, loss_cls: 1.3684, loss: 1.3684, grad_norm: 4.7095 2020-07-23 00:29:57,997 - mmaction - INFO - Epoch [48][400/940] lr: 1.000e-03, eta: 10:35:02, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6775, top5_acc: 0.8697, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.6240 2020-07-23 00:30:10,555 - mmaction - INFO - Epoch [48][420/940] lr: 1.000e-03, eta: 10:34:43, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6631, top5_acc: 0.8564, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.8397 2020-07-23 00:30:22,928 - mmaction - INFO - Epoch [48][440/940] lr: 1.000e-03, eta: 10:34:24, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8637, loss_cls: 1.3071, loss: 1.3071, grad_norm: 4.6767 2020-07-23 00:30:35,055 - mmaction - INFO - Epoch [48][460/940] lr: 1.000e-03, eta: 10:34:05, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3513, loss: 1.3513, grad_norm: 4.7617 2020-07-23 00:30:46,942 - mmaction - INFO - Epoch [48][480/940] lr: 1.000e-03, eta: 10:33:46, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6814, top5_acc: 0.8617, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.7470 2020-07-23 00:30:59,170 - mmaction - INFO - Epoch [48][500/940] lr: 1.000e-03, eta: 10:33:27, time: 0.611, data_time: 0.022, memory: 8344, top1_acc: 0.6689, top5_acc: 0.8578, loss_cls: 1.3451, loss: 1.3451, grad_norm: 4.7385 2020-07-23 00:31:10,997 - mmaction - INFO - Epoch [48][520/940] lr: 1.000e-03, eta: 10:33:08, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6703, top5_acc: 0.8650, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.7683 2020-07-23 00:31:22,962 - mmaction - INFO - Epoch [48][540/940] lr: 1.000e-03, eta: 10:32:48, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8654, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.6584 2020-07-23 00:31:35,404 - mmaction - INFO - Epoch [48][560/940] lr: 1.000e-03, eta: 10:32:30, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6658, top5_acc: 0.8602, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.7002 2020-07-23 00:31:47,150 - mmaction - INFO - Epoch [48][580/940] lr: 1.000e-03, eta: 10:32:10, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3455, loss: 1.3455, grad_norm: 4.7678 2020-07-23 00:31:59,051 - mmaction - INFO - Epoch [48][600/940] lr: 1.000e-03, eta: 10:31:51, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3541, loss: 1.3541, grad_norm: 4.6970 2020-07-23 00:32:10,983 - mmaction - INFO - Epoch [48][620/940] lr: 1.000e-03, eta: 10:31:32, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6713, top5_acc: 0.8668, loss_cls: 1.3204, loss: 1.3204, grad_norm: 4.6714 2020-07-23 00:32:22,821 - mmaction - INFO - Epoch [48][640/940] lr: 1.000e-03, eta: 10:31:13, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8666, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.6916 2020-07-23 00:32:35,385 - mmaction - INFO - Epoch [48][660/940] lr: 1.000e-03, eta: 10:30:54, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6711, top5_acc: 0.8611, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.6929 2020-07-23 00:32:47,194 - mmaction - INFO - Epoch [48][680/940] lr: 1.000e-03, eta: 10:30:35, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8586, loss_cls: 1.3342, loss: 1.3342, grad_norm: 4.6577 2020-07-23 00:32:59,107 - mmaction - INFO - Epoch [48][700/940] lr: 1.000e-03, eta: 10:30:16, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6691, top5_acc: 0.8676, loss_cls: 1.3151, loss: 1.3151, grad_norm: 4.6896 2020-07-23 00:33:10,996 - mmaction - INFO - Epoch [48][720/940] lr: 1.000e-03, eta: 10:29:56, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8652, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.7749 2020-07-23 00:33:23,657 - mmaction - INFO - Epoch [48][740/940] lr: 1.000e-03, eta: 10:29:38, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8643, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.6780 2020-07-23 00:33:35,452 - mmaction - INFO - Epoch [48][760/940] lr: 1.000e-03, eta: 10:29:19, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8621, loss_cls: 1.3389, loss: 1.3389, grad_norm: 4.6977 2020-07-23 00:33:47,306 - mmaction - INFO - Epoch [48][780/940] lr: 1.000e-03, eta: 10:28:59, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.7507 2020-07-23 00:33:59,724 - mmaction - INFO - Epoch [48][800/940] lr: 1.000e-03, eta: 10:28:41, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6779, top5_acc: 0.8641, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.6606 2020-07-23 00:34:11,878 - mmaction - INFO - Epoch [48][820/940] lr: 1.000e-03, eta: 10:28:22, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.6713, top5_acc: 0.8650, loss_cls: 1.3281, loss: 1.3281, grad_norm: 4.7374 2020-07-23 00:34:24,319 - mmaction - INFO - Epoch [48][840/940] lr: 1.000e-03, eta: 10:28:03, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8660, loss_cls: 1.3044, loss: 1.3044, grad_norm: 4.6867 2020-07-23 00:34:36,378 - mmaction - INFO - Epoch [48][860/940] lr: 1.000e-03, eta: 10:27:44, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.6686, top5_acc: 0.8561, loss_cls: 1.3580, loss: 1.3580, grad_norm: 4.7835 2020-07-23 00:34:48,164 - mmaction - INFO - Epoch [48][880/940] lr: 1.000e-03, eta: 10:27:25, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6631, top5_acc: 0.8590, loss_cls: 1.3655, loss: 1.3655, grad_norm: 4.7262 2020-07-23 00:35:00,023 - mmaction - INFO - Epoch [48][900/940] lr: 1.000e-03, eta: 10:27:06, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8621, loss_cls: 1.3317, loss: 1.3317, grad_norm: 4.7057 2020-07-23 00:35:11,908 - mmaction - INFO - Epoch [48][920/940] lr: 1.000e-03, eta: 10:26:46, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8568, loss_cls: 1.3450, loss: 1.3450, grad_norm: 4.6517 2020-07-23 00:35:23,723 - mmaction - INFO - Epoch [48][940/940] lr: 1.000e-03, eta: 10:26:27, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8650, loss_cls: 1.3025, loss: 1.3025, grad_norm: 4.7192 2020-07-23 00:38:31,674 - mmaction - INFO - Epoch [49][20/940] lr: 1.000e-03, eta: 10:29:08, time: 8.893, data_time: 8.146, memory: 8344, top1_acc: 0.6768, top5_acc: 0.8625, loss_cls: 1.3184, loss: 1.3184, grad_norm: 4.6415 2020-07-23 00:38:43,330 - mmaction - INFO - Epoch [49][40/940] lr: 1.000e-03, eta: 10:28:48, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6604, top5_acc: 0.8590, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.7491 2020-07-23 00:38:55,922 - mmaction - INFO - Epoch [49][60/940] lr: 1.000e-03, eta: 10:28:30, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8729, loss_cls: 1.2647, loss: 1.2647, grad_norm: 4.5776 2020-07-23 00:39:08,362 - mmaction - INFO - Epoch [49][80/940] lr: 1.000e-03, eta: 10:28:11, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8697, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.7627 2020-07-23 00:39:20,124 - mmaction - INFO - Epoch [49][100/940] lr: 1.000e-03, eta: 10:27:52, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6672, top5_acc: 0.8623, loss_cls: 1.3385, loss: 1.3385, grad_norm: 4.7284 2020-07-23 00:39:32,608 - mmaction - INFO - Epoch [49][120/940] lr: 1.000e-03, eta: 10:27:33, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6662, top5_acc: 0.8609, loss_cls: 1.3389, loss: 1.3389, grad_norm: 4.7651 2020-07-23 00:39:45,012 - mmaction - INFO - Epoch [49][140/940] lr: 1.000e-03, eta: 10:27:14, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6658, top5_acc: 0.8604, loss_cls: 1.3546, loss: 1.3546, grad_norm: 4.7650 2020-07-23 00:39:56,789 - mmaction - INFO - Epoch [49][160/940] lr: 1.000e-03, eta: 10:26:55, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8732, loss_cls: 1.2887, loss: 1.2887, grad_norm: 4.6429 2020-07-23 00:40:08,625 - mmaction - INFO - Epoch [49][180/940] lr: 1.000e-03, eta: 10:26:35, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6674, top5_acc: 0.8592, loss_cls: 1.3416, loss: 1.3416, grad_norm: 4.7089 2020-07-23 00:40:20,424 - mmaction - INFO - Epoch [49][200/940] lr: 1.000e-03, eta: 10:26:16, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6662, top5_acc: 0.8580, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.8338 2020-07-23 00:40:32,792 - mmaction - INFO - Epoch [49][220/940] lr: 1.000e-03, eta: 10:25:57, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8621, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.7477 2020-07-23 00:40:45,140 - mmaction - INFO - Epoch [49][240/940] lr: 1.000e-03, eta: 10:25:39, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8725, loss_cls: 1.2914, loss: 1.2914, grad_norm: 4.6384 2020-07-23 00:40:56,997 - mmaction - INFO - Epoch [49][260/940] lr: 1.000e-03, eta: 10:25:19, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6652, top5_acc: 0.8576, loss_cls: 1.3496, loss: 1.3496, grad_norm: 4.7737 2020-07-23 00:41:08,857 - mmaction - INFO - Epoch [49][280/940] lr: 1.000e-03, eta: 10:25:00, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6715, top5_acc: 0.8695, loss_cls: 1.2877, loss: 1.2877, grad_norm: 4.6974 2020-07-23 00:41:20,698 - mmaction - INFO - Epoch [49][300/940] lr: 1.000e-03, eta: 10:24:41, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8662, loss_cls: 1.3042, loss: 1.3042, grad_norm: 4.7236 2020-07-23 00:41:33,332 - mmaction - INFO - Epoch [49][320/940] lr: 1.000e-03, eta: 10:24:22, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.6738, top5_acc: 0.8621, loss_cls: 1.3247, loss: 1.3247, grad_norm: 4.7411 2020-07-23 00:41:45,133 - mmaction - INFO - Epoch [49][340/940] lr: 1.000e-03, eta: 10:24:03, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6723, top5_acc: 0.8645, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.7674 2020-07-23 00:41:57,499 - mmaction - INFO - Epoch [49][360/940] lr: 1.000e-03, eta: 10:23:44, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6793, top5_acc: 0.8666, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.7278 2020-07-23 00:42:09,938 - mmaction - INFO - Epoch [49][380/940] lr: 1.000e-03, eta: 10:23:26, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6793, top5_acc: 0.8668, loss_cls: 1.2946, loss: 1.2946, grad_norm: 4.7305 2020-07-23 00:42:21,770 - mmaction - INFO - Epoch [49][400/940] lr: 1.000e-03, eta: 10:23:07, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.6771, top5_acc: 0.8684, loss_cls: 1.2902, loss: 1.2902, grad_norm: 4.6729 2020-07-23 00:42:34,366 - mmaction - INFO - Epoch [49][420/940] lr: 1.000e-03, eta: 10:22:48, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8613, loss_cls: 1.3510, loss: 1.3510, grad_norm: 4.7511 2020-07-23 00:42:46,226 - mmaction - INFO - Epoch [49][440/940] lr: 1.000e-03, eta: 10:22:29, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6736, top5_acc: 0.8740, loss_cls: 1.2914, loss: 1.2914, grad_norm: 4.7611 2020-07-23 00:42:58,149 - mmaction - INFO - Epoch [49][460/940] lr: 1.000e-03, eta: 10:22:10, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8711, loss_cls: 1.2728, loss: 1.2728, grad_norm: 4.6798 2020-07-23 00:43:10,003 - mmaction - INFO - Epoch [49][480/940] lr: 1.000e-03, eta: 10:21:51, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6662, top5_acc: 0.8641, loss_cls: 1.3373, loss: 1.3373, grad_norm: 4.7698 2020-07-23 00:43:22,369 - mmaction - INFO - Epoch [49][500/940] lr: 1.000e-03, eta: 10:21:32, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6689, top5_acc: 0.8582, loss_cls: 1.3586, loss: 1.3586, grad_norm: 4.8084 2020-07-23 00:43:37,236 - mmaction - INFO - Epoch [49][520/940] lr: 1.000e-03, eta: 10:21:16, time: 0.743, data_time: 0.001, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8660, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.7531 2020-07-23 00:43:49,065 - mmaction - INFO - Epoch [49][540/940] lr: 1.000e-03, eta: 10:20:57, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6787, top5_acc: 0.8654, loss_cls: 1.2915, loss: 1.2915, grad_norm: 4.6721 2020-07-23 00:44:02,138 - mmaction - INFO - Epoch [49][560/940] lr: 1.000e-03, eta: 10:20:39, time: 0.652, data_time: 0.001, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8609, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.7509 2020-07-23 00:44:14,684 - mmaction - INFO - Epoch [49][580/940] lr: 1.000e-03, eta: 10:20:20, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8605, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.7203 2020-07-23 00:44:27,195 - mmaction - INFO - Epoch [49][600/940] lr: 1.000e-03, eta: 10:20:02, time: 0.625, data_time: 0.004, memory: 8344, top1_acc: 0.6699, top5_acc: 0.8643, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.7368 2020-07-23 00:44:39,083 - mmaction - INFO - Epoch [49][620/940] lr: 1.000e-03, eta: 10:19:43, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6697, top5_acc: 0.8537, loss_cls: 1.3674, loss: 1.3674, grad_norm: 4.8156 2020-07-23 00:44:50,931 - mmaction - INFO - Epoch [49][640/940] lr: 1.000e-03, eta: 10:19:24, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6687, top5_acc: 0.8600, loss_cls: 1.3336, loss: 1.3336, grad_norm: 4.7010 2020-07-23 00:45:02,731 - mmaction - INFO - Epoch [49][660/940] lr: 1.000e-03, eta: 10:19:04, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6682, top5_acc: 0.8613, loss_cls: 1.3486, loss: 1.3486, grad_norm: 4.7967 2020-07-23 00:45:15,203 - mmaction - INFO - Epoch [49][680/940] lr: 1.000e-03, eta: 10:18:46, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8635, loss_cls: 1.3018, loss: 1.3018, grad_norm: 4.7202 2020-07-23 00:45:27,612 - mmaction - INFO - Epoch [49][700/940] lr: 1.000e-03, eta: 10:18:27, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6703, top5_acc: 0.8621, loss_cls: 1.3555, loss: 1.3555, grad_norm: 4.8692 2020-07-23 00:45:40,055 - mmaction - INFO - Epoch [49][720/940] lr: 1.000e-03, eta: 10:18:09, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8584, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.6706 2020-07-23 00:45:52,565 - mmaction - INFO - Epoch [49][740/940] lr: 1.000e-03, eta: 10:17:50, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8762, loss_cls: 1.2476, loss: 1.2476, grad_norm: 4.5745 2020-07-23 00:46:04,401 - mmaction - INFO - Epoch [49][760/940] lr: 1.000e-03, eta: 10:17:31, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6684, top5_acc: 0.8615, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.6700 2020-07-23 00:46:16,301 - mmaction - INFO - Epoch [49][780/940] lr: 1.000e-03, eta: 10:17:12, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2872, loss: 1.2872, grad_norm: 4.6350 2020-07-23 00:46:28,178 - mmaction - INFO - Epoch [49][800/940] lr: 1.000e-03, eta: 10:16:53, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.6779, top5_acc: 0.8688, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.7185 2020-07-23 00:46:40,009 - mmaction - INFO - Epoch [49][820/940] lr: 1.000e-03, eta: 10:16:34, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6713, top5_acc: 0.8529, loss_cls: 1.3544, loss: 1.3544, grad_norm: 4.7309 2020-07-23 00:46:52,608 - mmaction - INFO - Epoch [49][840/940] lr: 1.000e-03, eta: 10:16:16, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8676, loss_cls: 1.2682, loss: 1.2682, grad_norm: 4.6286 2020-07-23 00:47:04,626 - mmaction - INFO - Epoch [49][860/940] lr: 1.000e-03, eta: 10:15:57, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8699, loss_cls: 1.3061, loss: 1.3061, grad_norm: 4.8057 2020-07-23 00:47:16,602 - mmaction - INFO - Epoch [49][880/940] lr: 1.000e-03, eta: 10:15:38, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3065, loss: 1.3065, grad_norm: 4.6728 2020-07-23 00:47:28,494 - mmaction - INFO - Epoch [49][900/940] lr: 1.000e-03, eta: 10:15:19, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6680, top5_acc: 0.8627, loss_cls: 1.3541, loss: 1.3541, grad_norm: 4.8313 2020-07-23 00:47:40,334 - mmaction - INFO - Epoch [49][920/940] lr: 1.000e-03, eta: 10:15:00, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8666, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.7479 2020-07-23 00:47:51,531 - mmaction - INFO - Epoch [49][940/940] lr: 1.000e-03, eta: 10:14:40, time: 0.560, data_time: 0.001, memory: 8344, top1_acc: 0.6827, top5_acc: 0.8630, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.7800 2020-07-23 00:51:04,966 - mmaction - INFO - Epoch [50][20/940] lr: 1.000e-03, eta: 10:17:16, time: 8.994, data_time: 8.317, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8686, loss_cls: 1.3003, loss: 1.3003, grad_norm: 4.7451 2020-07-23 00:51:16,842 - mmaction - INFO - Epoch [50][40/940] lr: 1.000e-03, eta: 10:16:56, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8721, loss_cls: 1.2861, loss: 1.2861, grad_norm: 4.6626 2020-07-23 00:51:28,581 - mmaction - INFO - Epoch [50][60/940] lr: 1.000e-03, eta: 10:16:37, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2924, loss: 1.2924, grad_norm: 4.6945 2020-07-23 00:51:40,296 - mmaction - INFO - Epoch [50][80/940] lr: 1.000e-03, eta: 10:16:18, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8656, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.7170 2020-07-23 00:51:52,688 - mmaction - INFO - Epoch [50][100/940] lr: 1.000e-03, eta: 10:15:59, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6785, top5_acc: 0.8684, loss_cls: 1.2946, loss: 1.2946, grad_norm: 4.7288 2020-07-23 00:52:05,295 - mmaction - INFO - Epoch [50][120/940] lr: 1.000e-03, eta: 10:15:41, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6705, top5_acc: 0.8584, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.7913 2020-07-23 00:52:17,163 - mmaction - INFO - Epoch [50][140/940] lr: 1.000e-03, eta: 10:15:22, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.8406 2020-07-23 00:52:29,578 - mmaction - INFO - Epoch [50][160/940] lr: 1.000e-03, eta: 10:15:03, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6600, top5_acc: 0.8641, loss_cls: 1.3308, loss: 1.3308, grad_norm: 4.8026 2020-07-23 00:52:42,193 - mmaction - INFO - Epoch [50][180/940] lr: 1.000e-03, eta: 10:14:45, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6760, top5_acc: 0.8674, loss_cls: 1.3180, loss: 1.3180, grad_norm: 4.7539 2020-07-23 00:52:54,065 - mmaction - INFO - Epoch [50][200/940] lr: 1.000e-03, eta: 10:14:25, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8664, loss_cls: 1.2873, loss: 1.2873, grad_norm: 4.6674 2020-07-23 00:53:05,940 - mmaction - INFO - Epoch [50][220/940] lr: 1.000e-03, eta: 10:14:06, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6699, top5_acc: 0.8566, loss_cls: 1.3677, loss: 1.3677, grad_norm: 4.8128 2020-07-23 00:53:18,411 - mmaction - INFO - Epoch [50][240/940] lr: 1.000e-03, eta: 10:13:48, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8602, loss_cls: 1.2896, loss: 1.2896, grad_norm: 4.7145 2020-07-23 00:53:30,854 - mmaction - INFO - Epoch [50][260/940] lr: 1.000e-03, eta: 10:13:29, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8707, loss_cls: 1.2958, loss: 1.2958, grad_norm: 4.7131 2020-07-23 00:53:42,679 - mmaction - INFO - Epoch [50][280/940] lr: 1.000e-03, eta: 10:13:10, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6744, top5_acc: 0.8617, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.7655 2020-07-23 00:53:54,516 - mmaction - INFO - Epoch [50][300/940] lr: 1.000e-03, eta: 10:12:51, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6633, top5_acc: 0.8564, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.8474 2020-07-23 00:54:06,354 - mmaction - INFO - Epoch [50][320/940] lr: 1.000e-03, eta: 10:12:32, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.7183 2020-07-23 00:54:18,156 - mmaction - INFO - Epoch [50][340/940] lr: 1.000e-03, eta: 10:12:13, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6805, top5_acc: 0.8715, loss_cls: 1.2858, loss: 1.2858, grad_norm: 4.6998 2020-07-23 00:54:29,934 - mmaction - INFO - Epoch [50][360/940] lr: 1.000e-03, eta: 10:11:54, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6725, top5_acc: 0.8686, loss_cls: 1.3061, loss: 1.3061, grad_norm: 4.7867 2020-07-23 00:54:41,825 - mmaction - INFO - Epoch [50][380/940] lr: 1.000e-03, eta: 10:11:34, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3143, loss: 1.3143, grad_norm: 4.7776 2020-07-23 00:54:53,672 - mmaction - INFO - Epoch [50][400/940] lr: 1.000e-03, eta: 10:11:15, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6775, top5_acc: 0.8678, loss_cls: 1.3267, loss: 1.3267, grad_norm: 4.7712 2020-07-23 00:55:05,567 - mmaction - INFO - Epoch [50][420/940] lr: 1.000e-03, eta: 10:10:56, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8705, loss_cls: 1.2984, loss: 1.2984, grad_norm: 4.7331 2020-07-23 00:55:18,193 - mmaction - INFO - Epoch [50][440/940] lr: 1.000e-03, eta: 10:10:38, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8600, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.6783 2020-07-23 00:55:30,504 - mmaction - INFO - Epoch [50][460/940] lr: 1.000e-03, eta: 10:10:19, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8748, loss_cls: 1.2594, loss: 1.2594, grad_norm: 4.6806 2020-07-23 00:55:43,208 - mmaction - INFO - Epoch [50][480/940] lr: 1.000e-03, eta: 10:10:01, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8727, loss_cls: 1.2793, loss: 1.2793, grad_norm: 4.6728 2020-07-23 00:55:55,016 - mmaction - INFO - Epoch [50][500/940] lr: 1.000e-03, eta: 10:09:42, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8721, loss_cls: 1.2849, loss: 1.2849, grad_norm: 4.7121 2020-07-23 00:56:06,908 - mmaction - INFO - Epoch [50][520/940] lr: 1.000e-03, eta: 10:09:23, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6787, top5_acc: 0.8578, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.7704 2020-07-23 00:56:18,658 - mmaction - INFO - Epoch [50][540/940] lr: 1.000e-03, eta: 10:09:04, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2807, loss: 1.2807, grad_norm: 4.6389 2020-07-23 00:56:30,618 - mmaction - INFO - Epoch [50][560/940] lr: 1.000e-03, eta: 10:08:45, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6793, top5_acc: 0.8656, loss_cls: 1.3165, loss: 1.3165, grad_norm: 4.7023 2020-07-23 00:56:42,410 - mmaction - INFO - Epoch [50][580/940] lr: 1.000e-03, eta: 10:08:26, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6740, top5_acc: 0.8641, loss_cls: 1.3186, loss: 1.3186, grad_norm: 4.7404 2020-07-23 00:56:54,252 - mmaction - INFO - Epoch [50][600/940] lr: 1.000e-03, eta: 10:08:07, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.6863, top5_acc: 0.8678, loss_cls: 1.2774, loss: 1.2774, grad_norm: 4.6763 2020-07-23 00:57:06,091 - mmaction - INFO - Epoch [50][620/940] lr: 1.000e-03, eta: 10:07:48, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8646, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.7840 2020-07-23 00:57:17,955 - mmaction - INFO - Epoch [50][640/940] lr: 1.000e-03, eta: 10:07:29, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6836, top5_acc: 0.8576, loss_cls: 1.3395, loss: 1.3395, grad_norm: 4.7246 2020-07-23 00:57:29,798 - mmaction - INFO - Epoch [50][660/940] lr: 1.000e-03, eta: 10:07:10, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8623, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.8024 2020-07-23 00:57:41,694 - mmaction - INFO - Epoch [50][680/940] lr: 1.000e-03, eta: 10:06:51, time: 0.594, data_time: 0.008, memory: 8344, top1_acc: 0.6734, top5_acc: 0.8654, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.7779 2020-07-23 00:57:54,198 - mmaction - INFO - Epoch [50][700/940] lr: 1.000e-03, eta: 10:06:32, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6736, top5_acc: 0.8607, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.8464 2020-07-23 00:58:06,056 - mmaction - INFO - Epoch [50][720/940] lr: 1.000e-03, eta: 10:06:13, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6740, top5_acc: 0.8646, loss_cls: 1.3277, loss: 1.3277, grad_norm: 4.7577 2020-07-23 00:58:18,632 - mmaction - INFO - Epoch [50][740/940] lr: 1.000e-03, eta: 10:05:55, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.6730, top5_acc: 0.8604, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.7868 2020-07-23 00:58:30,439 - mmaction - INFO - Epoch [50][760/940] lr: 1.000e-03, eta: 10:05:36, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6760, top5_acc: 0.8607, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.6967 2020-07-23 00:58:42,345 - mmaction - INFO - Epoch [50][780/940] lr: 1.000e-03, eta: 10:05:17, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6742, top5_acc: 0.8693, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.7990 2020-07-23 00:58:54,773 - mmaction - INFO - Epoch [50][800/940] lr: 1.000e-03, eta: 10:04:59, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8635, loss_cls: 1.2919, loss: 1.2919, grad_norm: 4.6858 2020-07-23 00:59:06,732 - mmaction - INFO - Epoch [50][820/940] lr: 1.000e-03, eta: 10:04:40, time: 0.597, data_time: 0.008, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8676, loss_cls: 1.2978, loss: 1.2978, grad_norm: 4.7522 2020-07-23 00:59:19,015 - mmaction - INFO - Epoch [50][840/940] lr: 1.000e-03, eta: 10:04:21, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.6705, top5_acc: 0.8643, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.7656 2020-07-23 00:59:31,510 - mmaction - INFO - Epoch [50][860/940] lr: 1.000e-03, eta: 10:04:03, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8729, loss_cls: 1.2841, loss: 1.2841, grad_norm: 4.6755 2020-07-23 00:59:43,997 - mmaction - INFO - Epoch [50][880/940] lr: 1.000e-03, eta: 10:03:45, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8650, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.7518 2020-07-23 00:59:55,725 - mmaction - INFO - Epoch [50][900/940] lr: 1.000e-03, eta: 10:03:26, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6768, top5_acc: 0.8664, loss_cls: 1.3055, loss: 1.3055, grad_norm: 4.7434 2020-07-23 01:00:13,408 - mmaction - INFO - Epoch [50][920/940] lr: 1.000e-03, eta: 10:03:13, time: 0.880, data_time: 0.001, memory: 8344, top1_acc: 0.6674, top5_acc: 0.8699, loss_cls: 1.3168, loss: 1.3168, grad_norm: 4.8122 2020-07-23 01:00:24,795 - mmaction - INFO - Epoch [50][940/940] lr: 1.000e-03, eta: 10:02:53, time: 0.573, data_time: 0.010, memory: 8344, top1_acc: 0.6831, top5_acc: 0.8673, loss_cls: 1.3098, loss: 1.3098, grad_norm: 4.7605 2020-07-23 01:00:34,641 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-07-23 01:03:02,111 - mmaction - INFO - Epoch [51][20/940] lr: 1.000e-03, eta: 10:04:49, time: 7.338, data_time: 6.679, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8691, loss_cls: 1.2892, loss: 1.2892, grad_norm: 4.7588 2020-07-23 01:03:14,608 - mmaction - INFO - Epoch [51][40/940] lr: 1.000e-03, eta: 10:04:31, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6828, top5_acc: 0.8670, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.7758 2020-07-23 01:03:26,491 - mmaction - INFO - Epoch [51][60/940] lr: 1.000e-03, eta: 10:04:12, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8707, loss_cls: 1.2709, loss: 1.2709, grad_norm: 4.6496 2020-07-23 01:03:38,896 - mmaction - INFO - Epoch [51][80/940] lr: 1.000e-03, eta: 10:03:53, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6687, top5_acc: 0.8621, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.7594 2020-07-23 01:03:50,655 - mmaction - INFO - Epoch [51][100/940] lr: 1.000e-03, eta: 10:03:34, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6789, top5_acc: 0.8652, loss_cls: 1.2981, loss: 1.2981, grad_norm: 4.8193 2020-07-23 01:04:02,562 - mmaction - INFO - Epoch [51][120/940] lr: 1.000e-03, eta: 10:03:15, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8686, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.6792 2020-07-23 01:04:14,327 - mmaction - INFO - Epoch [51][140/940] lr: 1.000e-03, eta: 10:02:56, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8654, loss_cls: 1.3133, loss: 1.3133, grad_norm: 4.8038 2020-07-23 01:04:26,102 - mmaction - INFO - Epoch [51][160/940] lr: 1.000e-03, eta: 10:02:37, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6740, top5_acc: 0.8555, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.7815 2020-07-23 01:04:37,924 - mmaction - INFO - Epoch [51][180/940] lr: 1.000e-03, eta: 10:02:18, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6768, top5_acc: 0.8648, loss_cls: 1.3000, loss: 1.3000, grad_norm: 4.7791 2020-07-23 01:04:49,885 - mmaction - INFO - Epoch [51][200/940] lr: 1.000e-03, eta: 10:01:59, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8576, loss_cls: 1.3267, loss: 1.3267, grad_norm: 4.9013 2020-07-23 01:05:02,407 - mmaction - INFO - Epoch [51][220/940] lr: 1.000e-03, eta: 10:01:41, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6822, top5_acc: 0.8619, loss_cls: 1.3251, loss: 1.3251, grad_norm: 4.7500 2020-07-23 01:05:14,988 - mmaction - INFO - Epoch [51][240/940] lr: 1.000e-03, eta: 10:01:23, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8625, loss_cls: 1.3089, loss: 1.3089, grad_norm: 4.6995 2020-07-23 01:05:27,318 - mmaction - INFO - Epoch [51][260/940] lr: 1.000e-03, eta: 10:01:04, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8672, loss_cls: 1.2920, loss: 1.2920, grad_norm: 4.6582 2020-07-23 01:05:39,294 - mmaction - INFO - Epoch [51][280/940] lr: 1.000e-03, eta: 10:00:45, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6777, top5_acc: 0.8674, loss_cls: 1.3078, loss: 1.3078, grad_norm: 4.7869 2020-07-23 01:05:51,113 - mmaction - INFO - Epoch [51][300/940] lr: 1.000e-03, eta: 10:00:26, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8561, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.6987 2020-07-23 01:06:03,089 - mmaction - INFO - Epoch [51][320/940] lr: 1.000e-03, eta: 10:00:07, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8668, loss_cls: 1.2822, loss: 1.2822, grad_norm: 4.7747 2020-07-23 01:06:14,835 - mmaction - INFO - Epoch [51][340/940] lr: 1.000e-03, eta: 9:59:48, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8668, loss_cls: 1.3055, loss: 1.3055, grad_norm: 4.7922 2020-07-23 01:06:27,323 - mmaction - INFO - Epoch [51][360/940] lr: 1.000e-03, eta: 9:59:30, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6805, top5_acc: 0.8615, loss_cls: 1.3346, loss: 1.3346, grad_norm: 4.7730 2020-07-23 01:06:39,281 - mmaction - INFO - Epoch [51][380/940] lr: 1.000e-03, eta: 9:59:11, time: 0.598, data_time: 0.009, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.2886, loss: 1.2886, grad_norm: 4.7668 2020-07-23 01:06:51,665 - mmaction - INFO - Epoch [51][400/940] lr: 1.000e-03, eta: 9:58:53, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6818, top5_acc: 0.8705, loss_cls: 1.2738, loss: 1.2738, grad_norm: 4.6977 2020-07-23 01:07:03,476 - mmaction - INFO - Epoch [51][420/940] lr: 1.000e-03, eta: 9:58:34, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8676, loss_cls: 1.2883, loss: 1.2883, grad_norm: 4.8145 2020-07-23 01:07:15,246 - mmaction - INFO - Epoch [51][440/940] lr: 1.000e-03, eta: 9:58:15, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8643, loss_cls: 1.3153, loss: 1.3153, grad_norm: 4.7937 2020-07-23 01:07:27,853 - mmaction - INFO - Epoch [51][460/940] lr: 1.000e-03, eta: 9:57:57, time: 0.629, data_time: 0.013, memory: 8344, top1_acc: 0.6723, top5_acc: 0.8600, loss_cls: 1.3298, loss: 1.3298, grad_norm: 4.8248 2020-07-23 01:07:39,757 - mmaction - INFO - Epoch [51][480/940] lr: 1.000e-03, eta: 9:57:38, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8660, loss_cls: 1.2837, loss: 1.2837, grad_norm: 4.7730 2020-07-23 01:07:52,119 - mmaction - INFO - Epoch [51][500/940] lr: 1.000e-03, eta: 9:57:19, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6687, top5_acc: 0.8652, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.7813 2020-07-23 01:08:04,026 - mmaction - INFO - Epoch [51][520/940] lr: 1.000e-03, eta: 9:57:00, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6805, top5_acc: 0.8559, loss_cls: 1.3461, loss: 1.3461, grad_norm: 4.8934 2020-07-23 01:08:16,523 - mmaction - INFO - Epoch [51][540/940] lr: 1.000e-03, eta: 9:56:42, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8631, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.7306 2020-07-23 01:08:28,893 - mmaction - INFO - Epoch [51][560/940] lr: 1.000e-03, eta: 9:56:24, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6697, top5_acc: 0.8574, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.8373 2020-07-23 01:08:41,366 - mmaction - INFO - Epoch [51][580/940] lr: 1.000e-03, eta: 9:56:06, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8719, loss_cls: 1.2766, loss: 1.2766, grad_norm: 4.7030 2020-07-23 01:08:53,706 - mmaction - INFO - Epoch [51][600/940] lr: 1.000e-03, eta: 9:55:47, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6723, top5_acc: 0.8693, loss_cls: 1.3036, loss: 1.3036, grad_norm: 4.8551 2020-07-23 01:09:05,639 - mmaction - INFO - Epoch [51][620/940] lr: 1.000e-03, eta: 9:55:28, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6793, top5_acc: 0.8662, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.7352 2020-07-23 01:09:17,526 - mmaction - INFO - Epoch [51][640/940] lr: 1.000e-03, eta: 9:55:09, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8686, loss_cls: 1.3015, loss: 1.3015, grad_norm: 4.8821 2020-07-23 01:09:30,067 - mmaction - INFO - Epoch [51][660/940] lr: 1.000e-03, eta: 9:54:51, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8676, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.7805 2020-07-23 01:09:41,925 - mmaction - INFO - Epoch [51][680/940] lr: 1.000e-03, eta: 9:54:32, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8701, loss_cls: 1.2918, loss: 1.2918, grad_norm: 4.7674 2020-07-23 01:09:53,795 - mmaction - INFO - Epoch [51][700/940] lr: 1.000e-03, eta: 9:54:14, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6781, top5_acc: 0.8760, loss_cls: 1.2826, loss: 1.2826, grad_norm: 4.8190 2020-07-23 01:10:06,356 - mmaction - INFO - Epoch [51][720/940] lr: 1.000e-03, eta: 9:53:55, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8646, loss_cls: 1.3131, loss: 1.3131, grad_norm: 4.8600 2020-07-23 01:10:18,092 - mmaction - INFO - Epoch [51][740/940] lr: 1.000e-03, eta: 9:53:37, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8695, loss_cls: 1.2853, loss: 1.2853, grad_norm: 4.8283 2020-07-23 01:10:30,668 - mmaction - INFO - Epoch [51][760/940] lr: 1.000e-03, eta: 9:53:18, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8723, loss_cls: 1.2657, loss: 1.2657, grad_norm: 4.7487 2020-07-23 01:10:42,592 - mmaction - INFO - Epoch [51][780/940] lr: 1.000e-03, eta: 9:53:00, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8629, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.8332 2020-07-23 01:10:55,213 - mmaction - INFO - Epoch [51][800/940] lr: 1.000e-03, eta: 9:52:42, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.6725, top5_acc: 0.8602, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.9168 2020-07-23 01:11:07,406 - mmaction - INFO - Epoch [51][820/940] lr: 1.000e-03, eta: 9:52:23, time: 0.611, data_time: 0.024, memory: 8344, top1_acc: 0.6752, top5_acc: 0.8684, loss_cls: 1.3036, loss: 1.3036, grad_norm: 4.7960 2020-07-23 01:11:19,744 - mmaction - INFO - Epoch [51][840/940] lr: 1.000e-03, eta: 9:52:05, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6826, top5_acc: 0.8688, loss_cls: 1.2833, loss: 1.2833, grad_norm: 4.7252 2020-07-23 01:11:31,692 - mmaction - INFO - Epoch [51][860/940] lr: 1.000e-03, eta: 9:51:46, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6652, top5_acc: 0.8645, loss_cls: 1.3406, loss: 1.3406, grad_norm: 4.8292 2020-07-23 01:11:43,495 - mmaction - INFO - Epoch [51][880/940] lr: 1.000e-03, eta: 9:51:27, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6697, top5_acc: 0.8584, loss_cls: 1.3346, loss: 1.3346, grad_norm: 4.7881 2020-07-23 01:11:55,377 - mmaction - INFO - Epoch [51][900/940] lr: 1.000e-03, eta: 9:51:08, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6693, top5_acc: 0.8629, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.9234 2020-07-23 01:12:07,093 - mmaction - INFO - Epoch [51][920/940] lr: 1.000e-03, eta: 9:50:49, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8689, loss_cls: 1.2584, loss: 1.2584, grad_norm: 4.7241 2020-07-23 01:12:18,924 - mmaction - INFO - Epoch [51][940/940] lr: 1.000e-03, eta: 9:50:31, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8642, loss_cls: 1.3233, loss: 1.3233, grad_norm: 4.8367 2020-07-23 01:14:45,418 - mmaction - INFO - Epoch [52][20/940] lr: 1.000e-03, eta: 9:52:18, time: 7.143, data_time: 6.433, memory: 8344, top1_acc: 0.6836, top5_acc: 0.8691, loss_cls: 1.2758, loss: 1.2758, grad_norm: 4.7262 2020-07-23 01:14:57,893 - mmaction - INFO - Epoch [52][40/940] lr: 1.000e-03, eta: 9:51:59, time: 0.624, data_time: 0.004, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8734, loss_cls: 1.2727, loss: 1.2727, grad_norm: 4.6960 2020-07-23 01:15:09,728 - mmaction - INFO - Epoch [52][60/940] lr: 1.000e-03, eta: 9:51:41, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8627, loss_cls: 1.3184, loss: 1.3184, grad_norm: 4.7460 2020-07-23 01:15:21,997 - mmaction - INFO - Epoch [52][80/940] lr: 1.000e-03, eta: 9:51:22, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8688, loss_cls: 1.2918, loss: 1.2918, grad_norm: 4.7844 2020-07-23 01:15:33,789 - mmaction - INFO - Epoch [52][100/940] lr: 1.000e-03, eta: 9:51:03, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8715, loss_cls: 1.2627, loss: 1.2627, grad_norm: 4.6741 2020-07-23 01:15:46,091 - mmaction - INFO - Epoch [52][120/940] lr: 1.000e-03, eta: 9:50:45, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.6707, top5_acc: 0.8578, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.9074 2020-07-23 01:15:57,954 - mmaction - INFO - Epoch [52][140/940] lr: 1.000e-03, eta: 9:50:26, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8625, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.8154 2020-07-23 01:16:10,503 - mmaction - INFO - Epoch [52][160/940] lr: 1.000e-03, eta: 9:50:08, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8682, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.7897 2020-07-23 01:16:22,352 - mmaction - INFO - Epoch [52][180/940] lr: 1.000e-03, eta: 9:49:49, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8623, loss_cls: 1.3412, loss: 1.3412, grad_norm: 4.8523 2020-07-23 01:16:34,189 - mmaction - INFO - Epoch [52][200/940] lr: 1.000e-03, eta: 9:49:30, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6752, top5_acc: 0.8584, loss_cls: 1.3359, loss: 1.3359, grad_norm: 4.8617 2020-07-23 01:16:46,657 - mmaction - INFO - Epoch [52][220/940] lr: 1.000e-03, eta: 9:49:12, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8744, loss_cls: 1.2691, loss: 1.2691, grad_norm: 4.7718 2020-07-23 01:16:58,477 - mmaction - INFO - Epoch [52][240/940] lr: 1.000e-03, eta: 9:48:53, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8676, loss_cls: 1.2944, loss: 1.2944, grad_norm: 4.7687 2020-07-23 01:17:11,033 - mmaction - INFO - Epoch [52][260/940] lr: 1.000e-03, eta: 9:48:35, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6732, top5_acc: 0.8596, loss_cls: 1.3358, loss: 1.3358, grad_norm: 4.9048 2020-07-23 01:17:25,208 - mmaction - INFO - Epoch [52][280/940] lr: 1.000e-03, eta: 9:48:18, time: 0.709, data_time: 0.060, memory: 8344, top1_acc: 0.6789, top5_acc: 0.8684, loss_cls: 1.3053, loss: 1.3053, grad_norm: 4.8774 2020-07-23 01:17:59,361 - mmaction - INFO - Epoch [52][300/940] lr: 1.000e-03, eta: 9:48:20, time: 1.706, data_time: 0.066, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8617, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.7843 2020-07-23 01:18:21,640 - mmaction - INFO - Epoch [52][320/940] lr: 1.000e-03, eta: 9:48:12, time: 1.116, data_time: 0.087, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8824, loss_cls: 1.2061, loss: 1.2061, grad_norm: 4.6143 2020-07-23 01:18:34,165 - mmaction - INFO - Epoch [52][340/940] lr: 1.000e-03, eta: 9:47:53, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6719, top5_acc: 0.8623, loss_cls: 1.3331, loss: 1.3331, grad_norm: 4.8785 2020-07-23 01:18:46,027 - mmaction - INFO - Epoch [52][360/940] lr: 1.000e-03, eta: 9:47:35, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8719, loss_cls: 1.2567, loss: 1.2567, grad_norm: 4.6337 2020-07-23 01:18:58,688 - mmaction - INFO - Epoch [52][380/940] lr: 1.000e-03, eta: 9:47:17, time: 0.633, data_time: 0.008, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8670, loss_cls: 1.3059, loss: 1.3059, grad_norm: 4.8531 2020-07-23 01:19:19,708 - mmaction - INFO - Epoch [52][400/940] lr: 1.000e-03, eta: 9:47:06, time: 1.049, data_time: 0.046, memory: 8344, top1_acc: 0.6717, top5_acc: 0.8627, loss_cls: 1.3227, loss: 1.3227, grad_norm: 4.8611 2020-07-23 01:19:47,393 - mmaction - INFO - Epoch [52][420/940] lr: 1.000e-03, eta: 9:47:02, time: 1.383, data_time: 0.020, memory: 8344, top1_acc: 0.6758, top5_acc: 0.8691, loss_cls: 1.3112, loss: 1.3112, grad_norm: 4.8591 2020-07-23 01:20:09,537 - mmaction - INFO - Epoch [52][440/940] lr: 1.000e-03, eta: 9:46:53, time: 1.110, data_time: 0.025, memory: 8344, top1_acc: 0.6697, top5_acc: 0.8707, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.8837 2020-07-23 01:20:21,903 - mmaction - INFO - Epoch [52][460/940] lr: 1.000e-03, eta: 9:46:35, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6844, top5_acc: 0.8682, loss_cls: 1.2927, loss: 1.2927, grad_norm: 4.7835 2020-07-23 01:20:34,338 - mmaction - INFO - Epoch [52][480/940] lr: 1.000e-03, eta: 9:46:17, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8656, loss_cls: 1.3004, loss: 1.3004, grad_norm: 4.7782 2020-07-23 01:20:46,193 - mmaction - INFO - Epoch [52][500/940] lr: 1.000e-03, eta: 9:45:58, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6734, top5_acc: 0.8678, loss_cls: 1.3078, loss: 1.3078, grad_norm: 4.8852 2020-07-23 01:20:59,052 - mmaction - INFO - Epoch [52][520/940] lr: 1.000e-03, eta: 9:45:40, time: 0.643, data_time: 0.008, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8646, loss_cls: 1.3045, loss: 1.3045, grad_norm: 4.7784 2020-07-23 01:21:49,636 - mmaction - INFO - Epoch [52][540/940] lr: 1.000e-03, eta: 9:45:58, time: 2.524, data_time: 1.461, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8695, loss_cls: 1.2931, loss: 1.2931, grad_norm: 4.8290 2020-07-23 01:22:17,192 - mmaction - INFO - Epoch [52][560/940] lr: 1.000e-03, eta: 9:45:54, time: 1.383, data_time: 0.092, memory: 8344, top1_acc: 0.6717, top5_acc: 0.8654, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.8619 2020-07-23 01:22:30,079 - mmaction - INFO - Epoch [52][580/940] lr: 1.000e-03, eta: 9:45:36, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.6719, top5_acc: 0.8643, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.9457 2020-07-23 01:22:42,559 - mmaction - INFO - Epoch [52][600/940] lr: 1.000e-03, eta: 9:45:18, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6805, top5_acc: 0.8719, loss_cls: 1.2777, loss: 1.2777, grad_norm: 4.8159 2020-07-23 01:22:55,049 - mmaction - INFO - Epoch [52][620/940] lr: 1.000e-03, eta: 9:44:59, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8754, loss_cls: 1.2529, loss: 1.2529, grad_norm: 4.7824 2020-07-23 01:23:06,792 - mmaction - INFO - Epoch [52][640/940] lr: 1.000e-03, eta: 9:44:40, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8754, loss_cls: 1.2627, loss: 1.2627, grad_norm: 4.7265 2020-07-23 01:23:19,265 - mmaction - INFO - Epoch [52][660/940] lr: 1.000e-03, eta: 9:44:22, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8662, loss_cls: 1.2800, loss: 1.2800, grad_norm: 4.7210 2020-07-23 01:23:31,616 - mmaction - INFO - Epoch [52][680/940] lr: 1.000e-03, eta: 9:44:04, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6822, top5_acc: 0.8697, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.8002 2020-07-23 01:23:43,386 - mmaction - INFO - Epoch [52][700/940] lr: 1.000e-03, eta: 9:43:45, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6730, top5_acc: 0.8639, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.8748 2020-07-23 01:23:55,208 - mmaction - INFO - Epoch [52][720/940] lr: 1.000e-03, eta: 9:43:26, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8738, loss_cls: 1.2670, loss: 1.2670, grad_norm: 4.7504 2020-07-23 01:24:07,054 - mmaction - INFO - Epoch [52][740/940] lr: 1.000e-03, eta: 9:43:07, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8666, loss_cls: 1.2916, loss: 1.2916, grad_norm: 4.8003 2020-07-23 01:24:19,447 - mmaction - INFO - Epoch [52][760/940] lr: 1.000e-03, eta: 9:42:49, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8613, loss_cls: 1.3189, loss: 1.3189, grad_norm: 4.7637 2020-07-23 01:24:31,335 - mmaction - INFO - Epoch [52][780/940] lr: 1.000e-03, eta: 9:42:30, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6717, top5_acc: 0.8562, loss_cls: 1.3299, loss: 1.3299, grad_norm: 4.9138 2020-07-23 01:24:43,137 - mmaction - INFO - Epoch [52][800/940] lr: 1.000e-03, eta: 9:42:12, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8684, loss_cls: 1.2820, loss: 1.2820, grad_norm: 4.7596 2020-07-23 01:24:54,983 - mmaction - INFO - Epoch [52][820/940] lr: 1.000e-03, eta: 9:41:53, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2738, loss: 1.2738, grad_norm: 4.7225 2020-07-23 01:25:06,829 - mmaction - INFO - Epoch [52][840/940] lr: 1.000e-03, eta: 9:41:34, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8684, loss_cls: 1.2614, loss: 1.2614, grad_norm: 4.7357 2020-07-23 01:25:19,247 - mmaction - INFO - Epoch [52][860/940] lr: 1.000e-03, eta: 9:41:16, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6660, top5_acc: 0.8674, loss_cls: 1.3334, loss: 1.3334, grad_norm: 5.0124 2020-07-23 01:25:31,099 - mmaction - INFO - Epoch [52][880/940] lr: 1.000e-03, eta: 9:40:57, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8643, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.8192 2020-07-23 01:25:42,990 - mmaction - INFO - Epoch [52][900/940] lr: 1.000e-03, eta: 9:40:38, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8645, loss_cls: 1.3225, loss: 1.3225, grad_norm: 4.8501 2020-07-23 01:25:54,793 - mmaction - INFO - Epoch [52][920/940] lr: 1.000e-03, eta: 9:40:20, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6785, top5_acc: 0.8613, loss_cls: 1.3182, loss: 1.3182, grad_norm: 4.7995 2020-07-23 01:26:06,042 - mmaction - INFO - Epoch [52][940/940] lr: 1.000e-03, eta: 9:40:00, time: 0.557, data_time: 0.001, memory: 8344, top1_acc: 0.6866, top5_acc: 0.8728, loss_cls: 1.2934, loss: 1.2934, grad_norm: 4.8874 2020-07-23 01:31:00,680 - mmaction - INFO - Epoch [53][20/940] lr: 1.000e-03, eta: 9:43:54, time: 14.261, data_time: 13.594, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8709, loss_cls: 1.2782, loss: 1.2782, grad_norm: 4.7658 2020-07-23 01:31:12,485 - mmaction - INFO - Epoch [53][40/940] lr: 1.000e-03, eta: 9:43:35, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6787, top5_acc: 0.8605, loss_cls: 1.3127, loss: 1.3127, grad_norm: 4.7869 2020-07-23 01:31:25,085 - mmaction - INFO - Epoch [53][60/940] lr: 1.000e-03, eta: 9:43:16, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.6756, top5_acc: 0.8621, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.8351 2020-07-23 01:31:36,828 - mmaction - INFO - Epoch [53][80/940] lr: 1.000e-03, eta: 9:42:57, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8717, loss_cls: 1.2664, loss: 1.2664, grad_norm: 4.8023 2020-07-23 01:31:49,304 - mmaction - INFO - Epoch [53][100/940] lr: 1.000e-03, eta: 9:42:39, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6732, top5_acc: 0.8713, loss_cls: 1.2769, loss: 1.2769, grad_norm: 4.8140 2020-07-23 01:32:01,587 - mmaction - INFO - Epoch [53][120/940] lr: 1.000e-03, eta: 9:42:21, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.6725, top5_acc: 0.8672, loss_cls: 1.2999, loss: 1.2999, grad_norm: 4.8154 2020-07-23 01:32:13,410 - mmaction - INFO - Epoch [53][140/940] lr: 1.000e-03, eta: 9:42:02, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8654, loss_cls: 1.2891, loss: 1.2891, grad_norm: 4.7773 2020-07-23 01:32:25,241 - mmaction - INFO - Epoch [53][160/940] lr: 1.000e-03, eta: 9:41:43, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8779, loss_cls: 1.2232, loss: 1.2232, grad_norm: 4.7004 2020-07-23 01:32:37,106 - mmaction - INFO - Epoch [53][180/940] lr: 1.000e-03, eta: 9:41:24, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8727, loss_cls: 1.2672, loss: 1.2672, grad_norm: 4.8319 2020-07-23 01:32:49,646 - mmaction - INFO - Epoch [53][200/940] lr: 1.000e-03, eta: 9:41:06, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8725, loss_cls: 1.2621, loss: 1.2621, grad_norm: 4.8066 2020-07-23 01:33:01,480 - mmaction - INFO - Epoch [53][220/940] lr: 1.000e-03, eta: 9:40:47, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8684, loss_cls: 1.2755, loss: 1.2755, grad_norm: 4.7873 2020-07-23 01:33:13,812 - mmaction - INFO - Epoch [53][240/940] lr: 1.000e-03, eta: 9:40:28, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8680, loss_cls: 1.2835, loss: 1.2835, grad_norm: 4.7725 2020-07-23 01:33:25,738 - mmaction - INFO - Epoch [53][260/940] lr: 1.000e-03, eta: 9:40:09, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8707, loss_cls: 1.2594, loss: 1.2594, grad_norm: 4.6589 2020-07-23 01:33:37,630 - mmaction - INFO - Epoch [53][280/940] lr: 1.000e-03, eta: 9:39:51, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8688, loss_cls: 1.2716, loss: 1.2716, grad_norm: 4.7679 2020-07-23 01:33:49,461 - mmaction - INFO - Epoch [53][300/940] lr: 1.000e-03, eta: 9:39:32, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8715, loss_cls: 1.2786, loss: 1.2786, grad_norm: 4.7382 2020-07-23 01:34:01,895 - mmaction - INFO - Epoch [53][320/940] lr: 1.000e-03, eta: 9:39:13, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6789, top5_acc: 0.8654, loss_cls: 1.2979, loss: 1.2979, grad_norm: 4.8141 2020-07-23 01:34:13,706 - mmaction - INFO - Epoch [53][340/940] lr: 1.000e-03, eta: 9:38:54, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3019, loss: 1.3019, grad_norm: 4.8863 2020-07-23 01:34:26,109 - mmaction - INFO - Epoch [53][360/940] lr: 1.000e-03, eta: 9:38:36, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8645, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.8683 2020-07-23 01:34:37,950 - mmaction - INFO - Epoch [53][380/940] lr: 1.000e-03, eta: 9:38:17, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.6693, top5_acc: 0.8600, loss_cls: 1.3298, loss: 1.3298, grad_norm: 4.8462 2020-07-23 01:34:49,838 - mmaction - INFO - Epoch [53][400/940] lr: 1.000e-03, eta: 9:37:58, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8705, loss_cls: 1.2572, loss: 1.2572, grad_norm: 4.7834 2020-07-23 01:35:01,695 - mmaction - INFO - Epoch [53][420/940] lr: 1.000e-03, eta: 9:37:40, time: 0.594, data_time: 0.009, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8717, loss_cls: 1.2743, loss: 1.2743, grad_norm: 4.7905 2020-07-23 01:35:14,181 - mmaction - INFO - Epoch [53][440/940] lr: 1.000e-03, eta: 9:37:21, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8670, loss_cls: 1.2756, loss: 1.2756, grad_norm: 4.8331 2020-07-23 01:35:26,556 - mmaction - INFO - Epoch [53][460/940] lr: 1.000e-03, eta: 9:37:03, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8695, loss_cls: 1.2816, loss: 1.2816, grad_norm: 4.8254 2020-07-23 01:35:38,418 - mmaction - INFO - Epoch [53][480/940] lr: 1.000e-03, eta: 9:36:44, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8615, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.8081 2020-07-23 01:35:50,246 - mmaction - INFO - Epoch [53][500/940] lr: 1.000e-03, eta: 9:36:25, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8742, loss_cls: 1.2684, loss: 1.2684, grad_norm: 4.7680 2020-07-23 01:36:02,315 - mmaction - INFO - Epoch [53][520/940] lr: 1.000e-03, eta: 9:36:07, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8744, loss_cls: 1.3020, loss: 1.3020, grad_norm: 4.7751 2020-07-23 01:36:14,247 - mmaction - INFO - Epoch [53][540/940] lr: 1.000e-03, eta: 9:35:48, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8754, loss_cls: 1.2807, loss: 1.2807, grad_norm: 4.8329 2020-07-23 01:36:26,144 - mmaction - INFO - Epoch [53][560/940] lr: 1.000e-03, eta: 9:35:29, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6805, top5_acc: 0.8588, loss_cls: 1.3052, loss: 1.3052, grad_norm: 4.8567 2020-07-23 01:36:38,624 - mmaction - INFO - Epoch [53][580/940] lr: 1.000e-03, eta: 9:35:11, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8729, loss_cls: 1.2712, loss: 1.2712, grad_norm: 4.8660 2020-07-23 01:36:50,507 - mmaction - INFO - Epoch [53][600/940] lr: 1.000e-03, eta: 9:34:52, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6705, top5_acc: 0.8646, loss_cls: 1.3131, loss: 1.3131, grad_norm: 4.9424 2020-07-23 01:37:03,000 - mmaction - INFO - Epoch [53][620/940] lr: 1.000e-03, eta: 9:34:34, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6834, top5_acc: 0.8674, loss_cls: 1.2864, loss: 1.2864, grad_norm: 4.8281 2020-07-23 01:37:14,784 - mmaction - INFO - Epoch [53][640/940] lr: 1.000e-03, eta: 9:34:15, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8707, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.8465 2020-07-23 01:37:27,347 - mmaction - INFO - Epoch [53][660/940] lr: 1.000e-03, eta: 9:33:57, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8678, loss_cls: 1.2928, loss: 1.2928, grad_norm: 4.8161 2020-07-23 01:37:39,098 - mmaction - INFO - Epoch [53][680/940] lr: 1.000e-03, eta: 9:33:38, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8711, loss_cls: 1.2660, loss: 1.2660, grad_norm: 4.7921 2020-07-23 01:37:51,612 - mmaction - INFO - Epoch [53][700/940] lr: 1.000e-03, eta: 9:33:20, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8738, loss_cls: 1.2694, loss: 1.2694, grad_norm: 4.8341 2020-07-23 01:38:03,374 - mmaction - INFO - Epoch [53][720/940] lr: 1.000e-03, eta: 9:33:01, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6779, top5_acc: 0.8709, loss_cls: 1.2795, loss: 1.2795, grad_norm: 4.8536 2020-07-23 01:38:15,984 - mmaction - INFO - Epoch [53][740/940] lr: 1.000e-03, eta: 9:32:43, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8670, loss_cls: 1.2889, loss: 1.2889, grad_norm: 4.8335 2020-07-23 01:38:27,818 - mmaction - INFO - Epoch [53][760/940] lr: 1.000e-03, eta: 9:32:25, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8660, loss_cls: 1.2842, loss: 1.2842, grad_norm: 4.8160 2020-07-23 01:38:40,570 - mmaction - INFO - Epoch [53][780/940] lr: 1.000e-03, eta: 9:32:07, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8736, loss_cls: 1.2756, loss: 1.2756, grad_norm: 4.9009 2020-07-23 01:38:52,415 - mmaction - INFO - Epoch [53][800/940] lr: 1.000e-03, eta: 9:31:48, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8580, loss_cls: 1.3122, loss: 1.3122, grad_norm: 4.8899 2020-07-23 01:39:04,765 - mmaction - INFO - Epoch [53][820/940] lr: 1.000e-03, eta: 9:31:30, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8650, loss_cls: 1.3002, loss: 1.3002, grad_norm: 4.8985 2020-07-23 01:39:17,175 - mmaction - INFO - Epoch [53][840/940] lr: 1.000e-03, eta: 9:31:11, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6725, top5_acc: 0.8600, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.9708 2020-07-23 01:39:29,259 - mmaction - INFO - Epoch [53][860/940] lr: 1.000e-03, eta: 9:30:53, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6725, top5_acc: 0.8631, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.9175 2020-07-23 01:39:41,398 - mmaction - INFO - Epoch [53][880/940] lr: 1.000e-03, eta: 9:30:35, time: 0.607, data_time: 0.007, memory: 8344, top1_acc: 0.6834, top5_acc: 0.8555, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.8293 2020-07-23 01:39:53,308 - mmaction - INFO - Epoch [53][900/940] lr: 1.000e-03, eta: 9:30:16, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6656, top5_acc: 0.8584, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.9257 2020-07-23 01:40:05,205 - mmaction - INFO - Epoch [53][920/940] lr: 1.000e-03, eta: 9:29:57, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8729, loss_cls: 1.2682, loss: 1.2682, grad_norm: 4.7819 2020-07-23 01:40:16,952 - mmaction - INFO - Epoch [53][940/940] lr: 1.000e-03, eta: 9:29:38, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6835, top5_acc: 0.8663, loss_cls: 1.2934, loss: 1.2934, grad_norm: 4.8895 2020-07-23 01:43:51,991 - mmaction - INFO - Epoch [54][20/940] lr: 1.000e-03, eta: 9:32:14, time: 10.403, data_time: 9.706, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8605, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.8940 2020-07-23 01:44:03,771 - mmaction - INFO - Epoch [54][40/940] lr: 1.000e-03, eta: 9:31:55, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8637, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.8898 2020-07-23 01:44:15,456 - mmaction - INFO - Epoch [54][60/940] lr: 1.000e-03, eta: 9:31:36, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8734, loss_cls: 1.2485, loss: 1.2485, grad_norm: 4.8406 2020-07-23 01:44:27,574 - mmaction - INFO - Epoch [54][80/940] lr: 1.000e-03, eta: 9:31:17, time: 0.607, data_time: 0.017, memory: 8344, top1_acc: 0.6873, top5_acc: 0.8645, loss_cls: 1.2947, loss: 1.2947, grad_norm: 4.8182 2020-07-23 01:44:39,401 - mmaction - INFO - Epoch [54][100/940] lr: 1.000e-03, eta: 9:30:58, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8660, loss_cls: 1.2538, loss: 1.2538, grad_norm: 4.7992 2020-07-23 01:44:51,353 - mmaction - INFO - Epoch [54][120/940] lr: 1.000e-03, eta: 9:30:40, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6818, top5_acc: 0.8627, loss_cls: 1.3038, loss: 1.3038, grad_norm: 4.7962 2020-07-23 01:45:03,109 - mmaction - INFO - Epoch [54][140/940] lr: 1.000e-03, eta: 9:30:21, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8732, loss_cls: 1.2474, loss: 1.2474, grad_norm: 4.7963 2020-07-23 01:45:15,708 - mmaction - INFO - Epoch [54][160/940] lr: 1.000e-03, eta: 9:30:03, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8658, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.9629 2020-07-23 01:45:28,146 - mmaction - INFO - Epoch [54][180/940] lr: 1.000e-03, eta: 9:29:44, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.2739, loss: 1.2739, grad_norm: 4.9336 2020-07-23 01:45:39,945 - mmaction - INFO - Epoch [54][200/940] lr: 1.000e-03, eta: 9:29:26, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8668, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.9597 2020-07-23 01:45:52,287 - mmaction - INFO - Epoch [54][220/940] lr: 1.000e-03, eta: 9:29:07, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8756, loss_cls: 1.2413, loss: 1.2413, grad_norm: 4.8278 2020-07-23 01:46:04,052 - mmaction - INFO - Epoch [54][240/940] lr: 1.000e-03, eta: 9:28:48, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6768, top5_acc: 0.8680, loss_cls: 1.2986, loss: 1.2986, grad_norm: 4.9171 2020-07-23 01:46:47,742 - mmaction - INFO - Epoch [54][260/940] lr: 1.000e-03, eta: 9:28:58, time: 2.183, data_time: 0.204, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8625, loss_cls: 1.2919, loss: 1.2919, grad_norm: 4.8587 2020-07-23 01:47:16,356 - mmaction - INFO - Epoch [54][280/940] lr: 1.000e-03, eta: 9:28:53, time: 1.432, data_time: 0.020, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8686, loss_cls: 1.2597, loss: 1.2597, grad_norm: 4.7637 2020-07-23 01:47:29,708 - mmaction - INFO - Epoch [54][300/940] lr: 1.000e-03, eta: 9:28:36, time: 0.668, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8773, loss_cls: 1.2540, loss: 1.2540, grad_norm: 4.8184 2020-07-23 01:47:41,492 - mmaction - INFO - Epoch [54][320/940] lr: 1.000e-03, eta: 9:28:17, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8715, loss_cls: 1.2611, loss: 1.2611, grad_norm: 4.8419 2020-07-23 01:47:54,014 - mmaction - INFO - Epoch [54][340/940] lr: 1.000e-03, eta: 9:27:59, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6793, top5_acc: 0.8695, loss_cls: 1.2713, loss: 1.2713, grad_norm: 4.8676 2020-07-23 01:48:05,943 - mmaction - INFO - Epoch [54][360/940] lr: 1.000e-03, eta: 9:27:40, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8689, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.9240 2020-07-23 01:48:17,960 - mmaction - INFO - Epoch [54][380/940] lr: 1.000e-03, eta: 9:27:22, time: 0.601, data_time: 0.010, memory: 8344, top1_acc: 0.6781, top5_acc: 0.8607, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.9490 2020-07-23 01:48:30,473 - mmaction - INFO - Epoch [54][400/940] lr: 1.000e-03, eta: 9:27:03, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2729, loss: 1.2729, grad_norm: 4.8251 2020-07-23 01:48:42,456 - mmaction - INFO - Epoch [54][420/940] lr: 1.000e-03, eta: 9:26:45, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6693, top5_acc: 0.8590, loss_cls: 1.3441, loss: 1.3441, grad_norm: 4.9669 2020-07-23 01:48:54,853 - mmaction - INFO - Epoch [54][440/940] lr: 1.000e-03, eta: 9:26:26, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8672, loss_cls: 1.2845, loss: 1.2845, grad_norm: 4.8805 2020-07-23 01:49:06,781 - mmaction - INFO - Epoch [54][460/940] lr: 1.000e-03, eta: 9:26:08, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8717, loss_cls: 1.2972, loss: 1.2972, grad_norm: 4.8181 2020-07-23 01:49:18,734 - mmaction - INFO - Epoch [54][480/940] lr: 1.000e-03, eta: 9:25:49, time: 0.601, data_time: 0.005, memory: 8344, top1_acc: 0.6691, top5_acc: 0.8572, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.9922 2020-07-23 01:49:30,635 - mmaction - INFO - Epoch [54][500/940] lr: 1.000e-03, eta: 9:25:30, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8684, loss_cls: 1.2809, loss: 1.2809, grad_norm: 4.9149 2020-07-23 01:49:43,105 - mmaction - INFO - Epoch [54][520/940] lr: 1.000e-03, eta: 9:25:12, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6744, top5_acc: 0.8652, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.8264 2020-07-23 01:49:54,937 - mmaction - INFO - Epoch [54][540/940] lr: 1.000e-03, eta: 9:24:54, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8789, loss_cls: 1.2684, loss: 1.2684, grad_norm: 4.8791 2020-07-23 01:50:06,776 - mmaction - INFO - Epoch [54][560/940] lr: 1.000e-03, eta: 9:24:35, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8654, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.8890 2020-07-23 01:50:19,109 - mmaction - INFO - Epoch [54][580/940] lr: 1.000e-03, eta: 9:24:16, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8723, loss_cls: 1.2394, loss: 1.2394, grad_norm: 4.8012 2020-07-23 01:50:31,415 - mmaction - INFO - Epoch [54][600/940] lr: 1.000e-03, eta: 9:23:58, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8652, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.9374 2020-07-23 01:50:43,175 - mmaction - INFO - Epoch [54][620/940] lr: 1.000e-03, eta: 9:23:39, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8691, loss_cls: 1.2822, loss: 1.2822, grad_norm: 4.8834 2020-07-23 01:50:55,695 - mmaction - INFO - Epoch [54][640/940] lr: 1.000e-03, eta: 9:23:21, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8723, loss_cls: 1.2547, loss: 1.2547, grad_norm: 4.8107 2020-07-23 01:51:07,629 - mmaction - INFO - Epoch [54][660/940] lr: 1.000e-03, eta: 9:23:03, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8637, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.9203 2020-07-23 01:51:20,379 - mmaction - INFO - Epoch [54][680/940] lr: 1.000e-03, eta: 9:22:45, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8738, loss_cls: 1.2662, loss: 1.2662, grad_norm: 4.8918 2020-07-23 01:51:32,139 - mmaction - INFO - Epoch [54][700/940] lr: 1.000e-03, eta: 9:22:26, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6836, top5_acc: 0.8705, loss_cls: 1.2887, loss: 1.2887, grad_norm: 4.9129 2020-07-23 01:51:43,990 - mmaction - INFO - Epoch [54][720/940] lr: 1.000e-03, eta: 9:22:07, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8762, loss_cls: 1.2611, loss: 1.2611, grad_norm: 4.8954 2020-07-23 01:51:56,587 - mmaction - INFO - Epoch [54][740/940] lr: 1.000e-03, eta: 9:21:49, time: 0.630, data_time: 0.010, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8734, loss_cls: 1.2691, loss: 1.2691, grad_norm: 4.8810 2020-07-23 01:52:08,350 - mmaction - INFO - Epoch [54][760/940] lr: 1.000e-03, eta: 9:21:30, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6730, top5_acc: 0.8629, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.9778 2020-07-23 01:52:20,797 - mmaction - INFO - Epoch [54][780/940] lr: 1.000e-03, eta: 9:21:12, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8598, loss_cls: 1.3121, loss: 1.3121, grad_norm: 4.9301 2020-07-23 01:52:33,100 - mmaction - INFO - Epoch [54][800/940] lr: 1.000e-03, eta: 9:20:54, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.6752, top5_acc: 0.8688, loss_cls: 1.2932, loss: 1.2932, grad_norm: 4.8993 2020-07-23 01:52:44,929 - mmaction - INFO - Epoch [54][820/940] lr: 1.000e-03, eta: 9:20:35, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8746, loss_cls: 1.2391, loss: 1.2391, grad_norm: 4.7729 2020-07-23 01:52:56,814 - mmaction - INFO - Epoch [54][840/940] lr: 1.000e-03, eta: 9:20:17, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8674, loss_cls: 1.2844, loss: 1.2844, grad_norm: 4.8621 2020-07-23 01:53:09,236 - mmaction - INFO - Epoch [54][860/940] lr: 1.000e-03, eta: 9:19:59, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8668, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.8263 2020-07-23 01:53:21,635 - mmaction - INFO - Epoch [54][880/940] lr: 1.000e-03, eta: 9:19:40, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8719, loss_cls: 1.2974, loss: 1.2974, grad_norm: 4.9004 2020-07-23 01:53:34,236 - mmaction - INFO - Epoch [54][900/940] lr: 1.000e-03, eta: 9:19:22, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8750, loss_cls: 1.2703, loss: 1.2703, grad_norm: 4.9235 2020-07-23 01:53:46,570 - mmaction - INFO - Epoch [54][920/940] lr: 1.000e-03, eta: 9:19:04, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6752, top5_acc: 0.8695, loss_cls: 1.3198, loss: 1.3198, grad_norm: 4.9399 2020-07-23 01:53:57,745 - mmaction - INFO - Epoch [54][940/940] lr: 1.000e-03, eta: 9:18:45, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.6911, top5_acc: 0.8720, loss_cls: 1.2716, loss: 1.2716, grad_norm: 4.9369 2020-07-23 01:58:28,157 - mmaction - INFO - Epoch [55][20/940] lr: 1.000e-03, eta: 9:21:58, time: 13.001, data_time: 12.293, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8699, loss_cls: 1.2991, loss: 1.2991, grad_norm: 4.9199 2020-07-23 01:58:40,071 - mmaction - INFO - Epoch [55][40/940] lr: 1.000e-03, eta: 9:21:39, time: 0.596, data_time: 0.008, memory: 8344, top1_acc: 0.6873, top5_acc: 0.8656, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.8773 2020-07-23 01:58:51,812 - mmaction - INFO - Epoch [55][60/940] lr: 1.000e-03, eta: 9:21:20, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8754, loss_cls: 1.2397, loss: 1.2397, grad_norm: 4.7560 2020-07-23 01:59:04,625 - mmaction - INFO - Epoch [55][80/940] lr: 1.000e-03, eta: 9:21:02, time: 0.640, data_time: 0.001, memory: 8344, top1_acc: 0.6771, top5_acc: 0.8701, loss_cls: 1.2876, loss: 1.2876, grad_norm: 4.8378 2020-07-23 01:59:16,912 - mmaction - INFO - Epoch [55][100/940] lr: 1.000e-03, eta: 9:20:44, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8727, loss_cls: 1.2553, loss: 1.2553, grad_norm: 4.8514 2020-07-23 01:59:29,223 - mmaction - INFO - Epoch [55][120/940] lr: 1.000e-03, eta: 9:20:25, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8656, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.9250 2020-07-23 01:59:41,129 - mmaction - INFO - Epoch [55][140/940] lr: 1.000e-03, eta: 9:20:07, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8738, loss_cls: 1.2508, loss: 1.2508, grad_norm: 4.8582 2020-07-23 01:59:53,740 - mmaction - INFO - Epoch [55][160/940] lr: 1.000e-03, eta: 9:19:48, time: 0.630, data_time: 0.008, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8738, loss_cls: 1.2543, loss: 1.2543, grad_norm: 4.9013 2020-07-23 02:00:10,395 - mmaction - INFO - Epoch [55][180/940] lr: 1.000e-03, eta: 9:19:34, time: 0.830, data_time: 0.003, memory: 8344, top1_acc: 0.6814, top5_acc: 0.8678, loss_cls: 1.2846, loss: 1.2846, grad_norm: 4.8838 2020-07-23 02:00:23,021 - mmaction - INFO - Epoch [55][200/940] lr: 1.000e-03, eta: 9:19:16, time: 0.631, data_time: 0.006, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8713, loss_cls: 1.2713, loss: 1.2713, grad_norm: 4.8719 2020-07-23 02:00:34,994 - mmaction - INFO - Epoch [55][220/940] lr: 1.000e-03, eta: 9:18:57, time: 0.601, data_time: 0.004, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8799, loss_cls: 1.2419, loss: 1.2419, grad_norm: 4.8602 2020-07-23 02:00:47,625 - mmaction - INFO - Epoch [55][240/940] lr: 1.000e-03, eta: 9:18:39, time: 0.632, data_time: 0.001, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8775, loss_cls: 1.2477, loss: 1.2477, grad_norm: 4.8478 2020-07-23 02:00:59,365 - mmaction - INFO - Epoch [55][260/940] lr: 1.000e-03, eta: 9:18:20, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8654, loss_cls: 1.2899, loss: 1.2899, grad_norm: 4.8597 2020-07-23 02:01:11,927 - mmaction - INFO - Epoch [55][280/940] lr: 1.000e-03, eta: 9:18:02, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8652, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.9189 2020-07-23 02:01:23,740 - mmaction - INFO - Epoch [55][300/940] lr: 1.000e-03, eta: 9:17:43, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8615, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.9762 2020-07-23 02:01:36,097 - mmaction - INFO - Epoch [55][320/940] lr: 1.000e-03, eta: 9:17:25, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6779, top5_acc: 0.8645, loss_cls: 1.3024, loss: 1.3024, grad_norm: 4.8841 2020-07-23 02:01:48,067 - mmaction - INFO - Epoch [55][340/940] lr: 1.000e-03, eta: 9:17:06, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8705, loss_cls: 1.2617, loss: 1.2617, grad_norm: 4.8872 2020-07-23 02:02:00,601 - mmaction - INFO - Epoch [55][360/940] lr: 1.000e-03, eta: 9:16:48, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8721, loss_cls: 1.2797, loss: 1.2797, grad_norm: 4.8704 2020-07-23 02:02:13,202 - mmaction - INFO - Epoch [55][380/940] lr: 1.000e-03, eta: 9:16:30, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8768, loss_cls: 1.2468, loss: 1.2468, grad_norm: 4.8527 2020-07-23 02:02:25,098 - mmaction - INFO - Epoch [55][400/940] lr: 1.000e-03, eta: 9:16:11, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6828, top5_acc: 0.8629, loss_cls: 1.2913, loss: 1.2913, grad_norm: 4.9155 2020-07-23 02:02:37,697 - mmaction - INFO - Epoch [55][420/940] lr: 1.000e-03, eta: 9:15:53, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8678, loss_cls: 1.2944, loss: 1.2944, grad_norm: 4.9175 2020-07-23 02:02:50,027 - mmaction - INFO - Epoch [55][440/940] lr: 1.000e-03, eta: 9:15:35, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8658, loss_cls: 1.3001, loss: 1.3001, grad_norm: 4.8964 2020-07-23 02:03:02,515 - mmaction - INFO - Epoch [55][460/940] lr: 1.000e-03, eta: 9:15:17, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8730, loss_cls: 1.2736, loss: 1.2736, grad_norm: 4.9301 2020-07-23 02:03:14,954 - mmaction - INFO - Epoch [55][480/940] lr: 1.000e-03, eta: 9:14:59, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8719, loss_cls: 1.2739, loss: 1.2739, grad_norm: 4.9020 2020-07-23 02:03:26,766 - mmaction - INFO - Epoch [55][500/940] lr: 1.000e-03, eta: 9:14:40, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8709, loss_cls: 1.2802, loss: 1.2802, grad_norm: 4.8678 2020-07-23 02:03:38,585 - mmaction - INFO - Epoch [55][520/940] lr: 1.000e-03, eta: 9:14:21, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6813, top5_acc: 0.8670, loss_cls: 1.2807, loss: 1.2807, grad_norm: 4.9062 2020-07-23 02:03:51,293 - mmaction - INFO - Epoch [55][540/940] lr: 1.000e-03, eta: 9:14:03, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8639, loss_cls: 1.3083, loss: 1.3083, grad_norm: 5.0308 2020-07-23 02:04:03,224 - mmaction - INFO - Epoch [55][560/940] lr: 1.000e-03, eta: 9:13:45, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8646, loss_cls: 1.2840, loss: 1.2840, grad_norm: 4.8570 2020-07-23 02:04:15,596 - mmaction - INFO - Epoch [55][580/940] lr: 1.000e-03, eta: 9:13:26, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8855, loss_cls: 1.2044, loss: 1.2044, grad_norm: 4.8033 2020-07-23 02:04:27,432 - mmaction - INFO - Epoch [55][600/940] lr: 1.000e-03, eta: 9:13:08, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8727, loss_cls: 1.2595, loss: 1.2595, grad_norm: 4.9447 2020-07-23 02:04:39,953 - mmaction - INFO - Epoch [55][620/940] lr: 1.000e-03, eta: 9:12:50, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8732, loss_cls: 1.2763, loss: 1.2763, grad_norm: 4.9434 2020-07-23 02:04:51,805 - mmaction - INFO - Epoch [55][640/940] lr: 1.000e-03, eta: 9:12:31, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8684, loss_cls: 1.2856, loss: 1.2856, grad_norm: 4.8780 2020-07-23 02:05:03,675 - mmaction - INFO - Epoch [55][660/940] lr: 1.000e-03, eta: 9:12:12, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6813, top5_acc: 0.8697, loss_cls: 1.2957, loss: 1.2957, grad_norm: 4.9190 2020-07-23 02:05:16,281 - mmaction - INFO - Epoch [55][680/940] lr: 1.000e-03, eta: 9:11:54, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8764, loss_cls: 1.2320, loss: 1.2320, grad_norm: 4.8939 2020-07-23 02:05:28,891 - mmaction - INFO - Epoch [55][700/940] lr: 1.000e-03, eta: 9:11:36, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.6813, top5_acc: 0.8709, loss_cls: 1.2882, loss: 1.2882, grad_norm: 4.9658 2020-07-23 02:05:41,286 - mmaction - INFO - Epoch [55][720/940] lr: 1.000e-03, eta: 9:11:18, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.6863, top5_acc: 0.8662, loss_cls: 1.2971, loss: 1.2971, grad_norm: 4.9390 2020-07-23 02:05:53,646 - mmaction - INFO - Epoch [55][740/940] lr: 1.000e-03, eta: 9:11:00, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8721, loss_cls: 1.2511, loss: 1.2511, grad_norm: 4.8321 2020-07-23 02:06:06,038 - mmaction - INFO - Epoch [55][760/940] lr: 1.000e-03, eta: 9:10:42, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8742, loss_cls: 1.2692, loss: 1.2692, grad_norm: 4.8875 2020-07-23 02:06:18,153 - mmaction - INFO - Epoch [55][780/940] lr: 1.000e-03, eta: 9:10:23, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8717, loss_cls: 1.2880, loss: 1.2880, grad_norm: 4.9614 2020-07-23 02:06:30,063 - mmaction - INFO - Epoch [55][800/940] lr: 1.000e-03, eta: 9:10:05, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8701, loss_cls: 1.2718, loss: 1.2718, grad_norm: 4.8816 2020-07-23 02:06:42,024 - mmaction - INFO - Epoch [55][820/940] lr: 1.000e-03, eta: 9:09:46, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8715, loss_cls: 1.2584, loss: 1.2584, grad_norm: 4.8902 2020-07-23 02:06:54,544 - mmaction - INFO - Epoch [55][840/940] lr: 1.000e-03, eta: 9:09:28, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6674, top5_acc: 0.8627, loss_cls: 1.3286, loss: 1.3286, grad_norm: 5.0008 2020-07-23 02:07:06,400 - mmaction - INFO - Epoch [55][860/940] lr: 1.000e-03, eta: 9:09:10, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8652, loss_cls: 1.2879, loss: 1.2879, grad_norm: 4.8488 2020-07-23 02:07:18,958 - mmaction - INFO - Epoch [55][880/940] lr: 1.000e-03, eta: 9:08:52, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2910, loss: 1.2910, grad_norm: 4.9003 2020-07-23 02:07:30,690 - mmaction - INFO - Epoch [55][900/940] lr: 1.000e-03, eta: 9:08:33, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8713, loss_cls: 1.2851, loss: 1.2851, grad_norm: 4.9890 2020-07-23 02:07:42,593 - mmaction - INFO - Epoch [55][920/940] lr: 1.000e-03, eta: 9:08:15, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6760, top5_acc: 0.8680, loss_cls: 1.2779, loss: 1.2779, grad_norm: 4.8595 2020-07-23 02:07:53,858 - mmaction - INFO - Epoch [55][940/940] lr: 1.000e-03, eta: 9:07:56, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.6894, top5_acc: 0.8791, loss_cls: 1.2390, loss: 1.2390, grad_norm: 4.9083 2020-07-23 02:08:02,648 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-07-23 02:10:37,260 - mmaction - INFO - Epoch [56][20/940] lr: 1.000e-03, eta: 9:09:33, time: 7.705, data_time: 7.092, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8717, loss_cls: 1.2493, loss: 1.2493, grad_norm: 4.8695 2020-07-23 02:10:49,636 - mmaction - INFO - Epoch [56][40/940] lr: 1.000e-03, eta: 9:09:15, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8695, loss_cls: 1.2846, loss: 1.2846, grad_norm: 4.9242 2020-07-23 02:11:01,408 - mmaction - INFO - Epoch [56][60/940] lr: 1.000e-03, eta: 9:08:56, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8811, loss_cls: 1.2095, loss: 1.2095, grad_norm: 4.7321 2020-07-23 02:11:13,562 - mmaction - INFO - Epoch [56][80/940] lr: 1.000e-03, eta: 9:08:38, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8713, loss_cls: 1.2375, loss: 1.2375, grad_norm: 4.8427 2020-07-23 02:11:25,428 - mmaction - INFO - Epoch [56][100/940] lr: 1.000e-03, eta: 9:08:19, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3084, loss: 1.3084, grad_norm: 4.9504 2020-07-23 02:11:37,591 - mmaction - INFO - Epoch [56][120/940] lr: 1.000e-03, eta: 9:08:01, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8740, loss_cls: 1.2617, loss: 1.2617, grad_norm: 4.9077 2020-07-23 02:11:49,840 - mmaction - INFO - Epoch [56][140/940] lr: 1.000e-03, eta: 9:07:43, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8678, loss_cls: 1.2974, loss: 1.2974, grad_norm: 4.9244 2020-07-23 02:12:01,799 - mmaction - INFO - Epoch [56][160/940] lr: 1.000e-03, eta: 9:07:24, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8760, loss_cls: 1.2509, loss: 1.2509, grad_norm: 4.9095 2020-07-23 02:12:13,604 - mmaction - INFO - Epoch [56][180/940] lr: 1.000e-03, eta: 9:07:05, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8670, loss_cls: 1.2948, loss: 1.2948, grad_norm: 4.9729 2020-07-23 02:12:25,383 - mmaction - INFO - Epoch [56][200/940] lr: 1.000e-03, eta: 9:06:47, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6760, top5_acc: 0.8621, loss_cls: 1.3057, loss: 1.3057, grad_norm: 5.0447 2020-07-23 02:12:37,903 - mmaction - INFO - Epoch [56][220/940] lr: 1.000e-03, eta: 9:06:29, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8617, loss_cls: 1.3041, loss: 1.3041, grad_norm: 4.9716 2020-07-23 02:12:50,389 - mmaction - INFO - Epoch [56][240/940] lr: 1.000e-03, eta: 9:06:11, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6717, top5_acc: 0.8693, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.0108 2020-07-23 02:13:02,462 - mmaction - INFO - Epoch [56][260/940] lr: 1.000e-03, eta: 9:05:52, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8734, loss_cls: 1.2539, loss: 1.2539, grad_norm: 4.8739 2020-07-23 02:13:14,827 - mmaction - INFO - Epoch [56][280/940] lr: 1.000e-03, eta: 9:05:34, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8693, loss_cls: 1.2682, loss: 1.2682, grad_norm: 4.9084 2020-07-23 02:13:26,709 - mmaction - INFO - Epoch [56][300/940] lr: 1.000e-03, eta: 9:05:15, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8713, loss_cls: 1.2874, loss: 1.2874, grad_norm: 4.9453 2020-07-23 02:13:38,675 - mmaction - INFO - Epoch [56][320/940] lr: 1.000e-03, eta: 9:04:57, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6822, top5_acc: 0.8754, loss_cls: 1.2500, loss: 1.2500, grad_norm: 4.9291 2020-07-23 02:13:50,644 - mmaction - INFO - Epoch [56][340/940] lr: 1.000e-03, eta: 9:04:38, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8652, loss_cls: 1.3018, loss: 1.3018, grad_norm: 4.9159 2020-07-23 02:14:02,454 - mmaction - INFO - Epoch [56][360/940] lr: 1.000e-03, eta: 9:04:20, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8701, loss_cls: 1.2787, loss: 1.2787, grad_norm: 4.8857 2020-07-23 02:14:15,088 - mmaction - INFO - Epoch [56][380/940] lr: 1.000e-03, eta: 9:04:02, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8654, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.9780 2020-07-23 02:14:26,857 - mmaction - INFO - Epoch [56][400/940] lr: 1.000e-03, eta: 9:03:43, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2476, loss: 1.2476, grad_norm: 4.9303 2020-07-23 02:14:39,696 - mmaction - INFO - Epoch [56][420/940] lr: 1.000e-03, eta: 9:03:25, time: 0.641, data_time: 0.020, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8648, loss_cls: 1.2797, loss: 1.2797, grad_norm: 4.8845 2020-07-23 02:14:51,648 - mmaction - INFO - Epoch [56][440/940] lr: 1.000e-03, eta: 9:03:07, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8721, loss_cls: 1.2762, loss: 1.2762, grad_norm: 5.0193 2020-07-23 02:15:07,580 - mmaction - INFO - Epoch [56][460/940] lr: 1.000e-03, eta: 9:02:49, time: 0.604, data_time: 0.020, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2825, loss: 1.2825, grad_norm: 4.9725 2020-07-23 02:16:00,411 - mmaction - INFO - Epoch [56][480/940] lr: 1.000e-03, eta: 9:03:06, time: 2.832, data_time: 0.451, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8711, loss_cls: 1.2598, loss: 1.2598, grad_norm: 4.9552 2020-07-23 02:16:20,735 - mmaction - INFO - Epoch [56][500/940] lr: 1.000e-03, eta: 9:02:54, time: 1.017, data_time: 0.034, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8740, loss_cls: 1.2358, loss: 1.2358, grad_norm: 4.8734 2020-07-23 02:16:33,866 - mmaction - INFO - Epoch [56][520/940] lr: 1.000e-03, eta: 9:02:37, time: 0.657, data_time: 0.002, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8691, loss_cls: 1.2638, loss: 1.2638, grad_norm: 5.0130 2020-07-23 02:16:46,198 - mmaction - INFO - Epoch [56][540/940] lr: 1.000e-03, eta: 9:02:18, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8691, loss_cls: 1.2733, loss: 1.2733, grad_norm: 4.8880 2020-07-23 02:16:58,069 - mmaction - INFO - Epoch [56][560/940] lr: 1.000e-03, eta: 9:02:00, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8801, loss_cls: 1.2545, loss: 1.2545, grad_norm: 4.8947 2020-07-23 02:17:18,982 - mmaction - INFO - Epoch [56][580/940] lr: 1.000e-03, eta: 9:01:49, time: 1.044, data_time: 0.127, memory: 8344, top1_acc: 0.6717, top5_acc: 0.8656, loss_cls: 1.3236, loss: 1.3236, grad_norm: 5.0450 2020-07-23 02:17:48,770 - mmaction - INFO - Epoch [56][600/940] lr: 1.000e-03, eta: 9:01:44, time: 1.473, data_time: 0.314, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8711, loss_cls: 1.2726, loss: 1.2726, grad_norm: 4.9215 2020-07-23 02:18:08,344 - mmaction - INFO - Epoch [56][620/940] lr: 1.000e-03, eta: 9:01:32, time: 0.996, data_time: 0.108, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8775, loss_cls: 1.2549, loss: 1.2549, grad_norm: 4.8894 2020-07-23 02:18:20,944 - mmaction - INFO - Epoch [56][640/940] lr: 1.000e-03, eta: 9:01:14, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6826, top5_acc: 0.8738, loss_cls: 1.2729, loss: 1.2729, grad_norm: 5.0254 2020-07-23 02:18:32,785 - mmaction - INFO - Epoch [56][660/940] lr: 1.000e-03, eta: 9:00:55, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8732, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.0048 2020-07-23 02:18:44,673 - mmaction - INFO - Epoch [56][680/940] lr: 1.000e-03, eta: 9:00:37, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8676, loss_cls: 1.2753, loss: 1.2753, grad_norm: 4.8656 2020-07-23 02:18:56,544 - mmaction - INFO - Epoch [56][700/940] lr: 1.000e-03, eta: 9:00:18, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6834, top5_acc: 0.8672, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.9659 2020-07-23 02:19:09,071 - mmaction - INFO - Epoch [56][720/940] lr: 1.000e-03, eta: 9:00:00, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8682, loss_cls: 1.2784, loss: 1.2784, grad_norm: 4.9261 2020-07-23 02:19:20,879 - mmaction - INFO - Epoch [56][740/940] lr: 1.000e-03, eta: 8:59:42, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8740, loss_cls: 1.2771, loss: 1.2771, grad_norm: 5.0226 2020-07-23 02:19:34,063 - mmaction - INFO - Epoch [56][760/940] lr: 1.000e-03, eta: 8:59:24, time: 0.658, data_time: 0.002, memory: 8344, top1_acc: 0.6834, top5_acc: 0.8670, loss_cls: 1.2838, loss: 1.2838, grad_norm: 4.9968 2020-07-23 02:19:46,009 - mmaction - INFO - Epoch [56][780/940] lr: 1.000e-03, eta: 8:59:06, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6820, top5_acc: 0.8707, loss_cls: 1.2696, loss: 1.2696, grad_norm: 4.9433 2020-07-23 02:19:57,928 - mmaction - INFO - Epoch [56][800/940] lr: 1.000e-03, eta: 8:58:47, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8707, loss_cls: 1.2908, loss: 1.2908, grad_norm: 4.9732 2020-07-23 02:20:10,467 - mmaction - INFO - Epoch [56][820/940] lr: 1.000e-03, eta: 8:58:29, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6785, top5_acc: 0.8723, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.9782 2020-07-23 02:20:22,242 - mmaction - INFO - Epoch [56][840/940] lr: 1.000e-03, eta: 8:58:11, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8725, loss_cls: 1.2708, loss: 1.2708, grad_norm: 4.8654 2020-07-23 02:20:35,202 - mmaction - INFO - Epoch [56][860/940] lr: 1.000e-03, eta: 8:57:53, time: 0.648, data_time: 0.019, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8658, loss_cls: 1.2930, loss: 1.2930, grad_norm: 4.9079 2020-07-23 02:20:47,040 - mmaction - INFO - Epoch [56][880/940] lr: 1.000e-03, eta: 8:57:35, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8703, loss_cls: 1.2727, loss: 1.2727, grad_norm: 4.9984 2020-07-23 02:20:59,616 - mmaction - INFO - Epoch [56][900/940] lr: 1.000e-03, eta: 8:57:17, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8709, loss_cls: 1.2771, loss: 1.2771, grad_norm: 4.9962 2020-07-23 02:21:12,184 - mmaction - INFO - Epoch [56][920/940] lr: 1.000e-03, eta: 8:56:59, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6822, top5_acc: 0.8652, loss_cls: 1.2705, loss: 1.2705, grad_norm: 4.8782 2020-07-23 02:21:23,388 - mmaction - INFO - Epoch [56][940/940] lr: 1.000e-03, eta: 8:56:40, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.6864, top5_acc: 0.8691, loss_cls: 1.2754, loss: 1.2754, grad_norm: 5.0037 2020-07-23 02:23:55,724 - mmaction - INFO - Epoch [57][20/940] lr: 1.000e-03, eta: 8:58:07, time: 7.325, data_time: 6.606, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8707, loss_cls: 1.2747, loss: 1.2747, grad_norm: 4.9812 2020-07-23 02:24:07,486 - mmaction - INFO - Epoch [57][40/940] lr: 1.000e-03, eta: 8:57:48, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8658, loss_cls: 1.2865, loss: 1.2865, grad_norm: 4.8961 2020-07-23 02:24:19,247 - mmaction - INFO - Epoch [57][60/940] lr: 1.000e-03, eta: 8:57:30, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6850, top5_acc: 0.8748, loss_cls: 1.2615, loss: 1.2615, grad_norm: 4.9421 2020-07-23 02:24:31,117 - mmaction - INFO - Epoch [57][80/940] lr: 1.000e-03, eta: 8:57:11, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8703, loss_cls: 1.2571, loss: 1.2571, grad_norm: 4.8498 2020-07-23 02:24:42,851 - mmaction - INFO - Epoch [57][100/940] lr: 1.000e-03, eta: 8:56:52, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8715, loss_cls: 1.2776, loss: 1.2776, grad_norm: 4.9599 2020-07-23 02:24:55,310 - mmaction - INFO - Epoch [57][120/940] lr: 1.000e-03, eta: 8:56:34, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2366, loss: 1.2366, grad_norm: 4.8730 2020-07-23 02:25:07,219 - mmaction - INFO - Epoch [57][140/940] lr: 1.000e-03, eta: 8:56:16, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6834, top5_acc: 0.8674, loss_cls: 1.2922, loss: 1.2922, grad_norm: 4.9579 2020-07-23 02:25:19,150 - mmaction - INFO - Epoch [57][160/940] lr: 1.000e-03, eta: 8:55:57, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8768, loss_cls: 1.2286, loss: 1.2286, grad_norm: 4.8260 2020-07-23 02:25:30,946 - mmaction - INFO - Epoch [57][180/940] lr: 1.000e-03, eta: 8:55:39, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8775, loss_cls: 1.2288, loss: 1.2288, grad_norm: 4.8637 2020-07-23 02:25:43,414 - mmaction - INFO - Epoch [57][200/940] lr: 1.000e-03, eta: 8:55:21, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8701, loss_cls: 1.2631, loss: 1.2631, grad_norm: 4.8542 2020-07-23 02:25:55,501 - mmaction - INFO - Epoch [57][220/940] lr: 1.000e-03, eta: 8:55:02, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8738, loss_cls: 1.2804, loss: 1.2804, grad_norm: 4.9368 2020-07-23 02:26:08,006 - mmaction - INFO - Epoch [57][240/940] lr: 1.000e-03, eta: 8:54:44, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8689, loss_cls: 1.2614, loss: 1.2614, grad_norm: 4.9412 2020-07-23 02:26:20,450 - mmaction - INFO - Epoch [57][260/940] lr: 1.000e-03, eta: 8:54:26, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8707, loss_cls: 1.2727, loss: 1.2727, grad_norm: 4.9101 2020-07-23 02:26:32,253 - mmaction - INFO - Epoch [57][280/940] lr: 1.000e-03, eta: 8:54:08, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6807, top5_acc: 0.8668, loss_cls: 1.2930, loss: 1.2930, grad_norm: 5.0011 2020-07-23 02:26:44,086 - mmaction - INFO - Epoch [57][300/940] lr: 1.000e-03, eta: 8:53:49, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8787, loss_cls: 1.2402, loss: 1.2402, grad_norm: 4.8867 2020-07-23 02:26:55,861 - mmaction - INFO - Epoch [57][320/940] lr: 1.000e-03, eta: 8:53:31, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6818, top5_acc: 0.8762, loss_cls: 1.2656, loss: 1.2656, grad_norm: 4.9325 2020-07-23 02:27:08,249 - mmaction - INFO - Epoch [57][340/940] lr: 1.000e-03, eta: 8:53:12, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8734, loss_cls: 1.2738, loss: 1.2738, grad_norm: 4.9782 2020-07-23 02:27:20,153 - mmaction - INFO - Epoch [57][360/940] lr: 1.000e-03, eta: 8:52:54, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8746, loss_cls: 1.2649, loss: 1.2649, grad_norm: 4.9270 2020-07-23 02:27:31,984 - mmaction - INFO - Epoch [57][380/940] lr: 1.000e-03, eta: 8:52:36, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8713, loss_cls: 1.2644, loss: 1.2644, grad_norm: 4.9398 2020-07-23 02:27:43,795 - mmaction - INFO - Epoch [57][400/940] lr: 1.000e-03, eta: 8:52:17, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8682, loss_cls: 1.2618, loss: 1.2618, grad_norm: 4.8673 2020-07-23 02:27:56,273 - mmaction - INFO - Epoch [57][420/940] lr: 1.000e-03, eta: 8:51:59, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6828, top5_acc: 0.8684, loss_cls: 1.2766, loss: 1.2766, grad_norm: 4.9732 2020-07-23 02:28:08,763 - mmaction - INFO - Epoch [57][440/940] lr: 1.000e-03, eta: 8:51:41, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6775, top5_acc: 0.8703, loss_cls: 1.2892, loss: 1.2892, grad_norm: 4.9802 2020-07-23 02:28:21,438 - mmaction - INFO - Epoch [57][460/940] lr: 1.000e-03, eta: 8:51:23, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8736, loss_cls: 1.2655, loss: 1.2655, grad_norm: 4.9675 2020-07-23 02:28:33,984 - mmaction - INFO - Epoch [57][480/940] lr: 1.000e-03, eta: 8:51:05, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8660, loss_cls: 1.2629, loss: 1.2629, grad_norm: 4.9874 2020-07-23 02:28:45,795 - mmaction - INFO - Epoch [57][500/940] lr: 1.000e-03, eta: 8:50:47, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8693, loss_cls: 1.2785, loss: 1.2785, grad_norm: 4.9902 2020-07-23 02:28:57,579 - mmaction - INFO - Epoch [57][520/940] lr: 1.000e-03, eta: 8:50:28, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8725, loss_cls: 1.2480, loss: 1.2480, grad_norm: 4.9303 2020-07-23 02:29:09,386 - mmaction - INFO - Epoch [57][540/940] lr: 1.000e-03, eta: 8:50:10, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8689, loss_cls: 1.2883, loss: 1.2883, grad_norm: 4.9327 2020-07-23 02:29:21,295 - mmaction - INFO - Epoch [57][560/940] lr: 1.000e-03, eta: 8:49:51, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8766, loss_cls: 1.2363, loss: 1.2363, grad_norm: 4.9327 2020-07-23 02:29:33,077 - mmaction - INFO - Epoch [57][580/940] lr: 1.000e-03, eta: 8:49:33, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6844, top5_acc: 0.8762, loss_cls: 1.2652, loss: 1.2652, grad_norm: 4.9702 2020-07-23 02:29:44,899 - mmaction - INFO - Epoch [57][600/940] lr: 1.000e-03, eta: 8:49:14, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.3037, loss: 1.3037, grad_norm: 5.0092 2020-07-23 02:29:56,724 - mmaction - INFO - Epoch [57][620/940] lr: 1.000e-03, eta: 8:48:56, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8678, loss_cls: 1.2658, loss: 1.2658, grad_norm: 4.8583 2020-07-23 02:30:08,468 - mmaction - INFO - Epoch [57][640/940] lr: 1.000e-03, eta: 8:48:37, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8689, loss_cls: 1.2682, loss: 1.2682, grad_norm: 4.9898 2020-07-23 02:30:20,269 - mmaction - INFO - Epoch [57][660/940] lr: 1.000e-03, eta: 8:48:19, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8686, loss_cls: 1.2972, loss: 1.2972, grad_norm: 5.0303 2020-07-23 02:30:32,127 - mmaction - INFO - Epoch [57][680/940] lr: 1.000e-03, eta: 8:48:01, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8777, loss_cls: 1.2284, loss: 1.2284, grad_norm: 4.8879 2020-07-23 02:30:43,935 - mmaction - INFO - Epoch [57][700/940] lr: 1.000e-03, eta: 8:47:42, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6744, top5_acc: 0.8637, loss_cls: 1.3179, loss: 1.3179, grad_norm: 5.1119 2020-07-23 02:30:55,716 - mmaction - INFO - Epoch [57][720/940] lr: 1.000e-03, eta: 8:47:24, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8656, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.9638 2020-07-23 02:31:07,649 - mmaction - INFO - Epoch [57][740/940] lr: 1.000e-03, eta: 8:47:05, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8658, loss_cls: 1.2796, loss: 1.2796, grad_norm: 5.0166 2020-07-23 02:31:20,602 - mmaction - INFO - Epoch [57][760/940] lr: 1.000e-03, eta: 8:46:48, time: 0.647, data_time: 0.023, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8715, loss_cls: 1.2537, loss: 1.2537, grad_norm: 4.9891 2020-07-23 02:31:33,035 - mmaction - INFO - Epoch [57][780/940] lr: 1.000e-03, eta: 8:46:30, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8713, loss_cls: 1.2610, loss: 1.2610, grad_norm: 4.8984 2020-07-23 02:31:44,931 - mmaction - INFO - Epoch [57][800/940] lr: 1.000e-03, eta: 8:46:11, time: 0.594, data_time: 0.006, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8791, loss_cls: 1.2333, loss: 1.2333, grad_norm: 4.8647 2020-07-23 02:31:56,772 - mmaction - INFO - Epoch [57][820/940] lr: 1.000e-03, eta: 8:45:53, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8641, loss_cls: 1.2835, loss: 1.2835, grad_norm: 5.0026 2020-07-23 02:32:08,673 - mmaction - INFO - Epoch [57][840/940] lr: 1.000e-03, eta: 8:45:35, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8748, loss_cls: 1.2599, loss: 1.2599, grad_norm: 4.9361 2020-07-23 02:32:20,555 - mmaction - INFO - Epoch [57][860/940] lr: 1.000e-03, eta: 8:45:16, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8732, loss_cls: 1.2613, loss: 1.2613, grad_norm: 4.9967 2020-07-23 02:32:32,948 - mmaction - INFO - Epoch [57][880/940] lr: 1.000e-03, eta: 8:44:58, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8686, loss_cls: 1.2652, loss: 1.2652, grad_norm: 4.9799 2020-07-23 02:32:44,804 - mmaction - INFO - Epoch [57][900/940] lr: 1.000e-03, eta: 8:44:40, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6844, top5_acc: 0.8678, loss_cls: 1.2790, loss: 1.2790, grad_norm: 4.9823 2020-07-23 02:32:56,679 - mmaction - INFO - Epoch [57][920/940] lr: 1.000e-03, eta: 8:44:22, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6818, top5_acc: 0.8654, loss_cls: 1.2903, loss: 1.2903, grad_norm: 5.0201 2020-07-23 02:33:08,556 - mmaction - INFO - Epoch [57][940/940] lr: 1.000e-03, eta: 8:44:03, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6774, top5_acc: 0.8634, loss_cls: 1.2971, loss: 1.2971, grad_norm: 5.0441 2020-07-23 02:35:50,251 - mmaction - INFO - Epoch [58][20/940] lr: 1.000e-03, eta: 8:45:32, time: 7.726, data_time: 6.937, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8791, loss_cls: 1.2131, loss: 1.2131, grad_norm: 4.9142 2020-07-23 02:36:02,593 - mmaction - INFO - Epoch [58][40/940] lr: 1.000e-03, eta: 8:45:14, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.6873, top5_acc: 0.8615, loss_cls: 1.2748, loss: 1.2748, grad_norm: 4.9772 2020-07-23 02:36:14,872 - mmaction - INFO - Epoch [58][60/940] lr: 1.000e-03, eta: 8:44:56, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8662, loss_cls: 1.2772, loss: 1.2772, grad_norm: 5.0462 2020-07-23 02:36:26,701 - mmaction - INFO - Epoch [58][80/940] lr: 1.000e-03, eta: 8:44:38, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8670, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.9887 2020-07-23 02:36:38,549 - mmaction - INFO - Epoch [58][100/940] lr: 1.000e-03, eta: 8:44:19, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8748, loss_cls: 1.2507, loss: 1.2507, grad_norm: 4.9374 2020-07-23 02:36:50,362 - mmaction - INFO - Epoch [58][120/940] lr: 1.000e-03, eta: 8:44:01, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8768, loss_cls: 1.2500, loss: 1.2500, grad_norm: 4.9007 2020-07-23 02:37:02,155 - mmaction - INFO - Epoch [58][140/940] lr: 1.000e-03, eta: 8:43:43, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8709, loss_cls: 1.2659, loss: 1.2659, grad_norm: 4.9425 2020-07-23 02:37:14,065 - mmaction - INFO - Epoch [58][160/940] lr: 1.000e-03, eta: 8:43:24, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8713, loss_cls: 1.2530, loss: 1.2530, grad_norm: 4.9537 2020-07-23 02:37:25,913 - mmaction - INFO - Epoch [58][180/940] lr: 1.000e-03, eta: 8:43:06, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6820, top5_acc: 0.8701, loss_cls: 1.2998, loss: 1.2998, grad_norm: 5.0202 2020-07-23 02:37:37,693 - mmaction - INFO - Epoch [58][200/940] lr: 1.000e-03, eta: 8:42:47, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8762, loss_cls: 1.2328, loss: 1.2328, grad_norm: 4.9534 2020-07-23 02:37:49,472 - mmaction - INFO - Epoch [58][220/940] lr: 1.000e-03, eta: 8:42:29, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6738, top5_acc: 0.8689, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.0551 2020-07-23 02:38:02,237 - mmaction - INFO - Epoch [58][240/940] lr: 1.000e-03, eta: 8:42:11, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8672, loss_cls: 1.2795, loss: 1.2795, grad_norm: 4.9616 2020-07-23 02:38:14,099 - mmaction - INFO - Epoch [58][260/940] lr: 1.000e-03, eta: 8:41:53, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8760, loss_cls: 1.2647, loss: 1.2647, grad_norm: 4.9690 2020-07-23 02:38:26,534 - mmaction - INFO - Epoch [58][280/940] lr: 1.000e-03, eta: 8:41:35, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8695, loss_cls: 1.2554, loss: 1.2554, grad_norm: 4.9834 2020-07-23 02:38:38,523 - mmaction - INFO - Epoch [58][300/940] lr: 1.000e-03, eta: 8:41:17, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8643, loss_cls: 1.2934, loss: 1.2934, grad_norm: 4.9846 2020-07-23 02:38:50,830 - mmaction - INFO - Epoch [58][320/940] lr: 1.000e-03, eta: 8:40:58, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8705, loss_cls: 1.2580, loss: 1.2580, grad_norm: 4.9594 2020-07-23 02:39:03,331 - mmaction - INFO - Epoch [58][340/940] lr: 1.000e-03, eta: 8:40:41, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8689, loss_cls: 1.2725, loss: 1.2725, grad_norm: 4.9790 2020-07-23 02:39:15,256 - mmaction - INFO - Epoch [58][360/940] lr: 1.000e-03, eta: 8:40:22, time: 0.596, data_time: 0.008, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8752, loss_cls: 1.2080, loss: 1.2080, grad_norm: 4.8709 2020-07-23 02:39:27,821 - mmaction - INFO - Epoch [58][380/940] lr: 1.000e-03, eta: 8:40:04, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8701, loss_cls: 1.2692, loss: 1.2692, grad_norm: 5.0203 2020-07-23 02:39:39,689 - mmaction - INFO - Epoch [58][400/940] lr: 1.000e-03, eta: 8:39:46, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8775, loss_cls: 1.2533, loss: 1.2533, grad_norm: 5.0026 2020-07-23 02:39:52,334 - mmaction - INFO - Epoch [58][420/940] lr: 1.000e-03, eta: 8:39:28, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8691, loss_cls: 1.2572, loss: 1.2572, grad_norm: 5.0189 2020-07-23 02:40:04,655 - mmaction - INFO - Epoch [58][440/940] lr: 1.000e-03, eta: 8:39:10, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6818, top5_acc: 0.8701, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.0197 2020-07-23 02:40:16,566 - mmaction - INFO - Epoch [58][460/940] lr: 1.000e-03, eta: 8:38:52, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8725, loss_cls: 1.2563, loss: 1.2563, grad_norm: 4.9407 2020-07-23 02:40:28,447 - mmaction - INFO - Epoch [58][480/940] lr: 1.000e-03, eta: 8:38:34, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6844, top5_acc: 0.8732, loss_cls: 1.2663, loss: 1.2663, grad_norm: 4.9832 2020-07-23 02:40:40,876 - mmaction - INFO - Epoch [58][500/940] lr: 1.000e-03, eta: 8:38:16, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8764, loss_cls: 1.2277, loss: 1.2277, grad_norm: 4.8777 2020-07-23 02:40:52,812 - mmaction - INFO - Epoch [58][520/940] lr: 1.000e-03, eta: 8:37:58, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.2848, loss: 1.2848, grad_norm: 4.9066 2020-07-23 02:41:05,229 - mmaction - INFO - Epoch [58][540/940] lr: 1.000e-03, eta: 8:37:40, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8783, loss_cls: 1.2308, loss: 1.2308, grad_norm: 4.8721 2020-07-23 02:41:16,992 - mmaction - INFO - Epoch [58][560/940] lr: 1.000e-03, eta: 8:37:21, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8721, loss_cls: 1.2501, loss: 1.2501, grad_norm: 4.9393 2020-07-23 02:41:29,719 - mmaction - INFO - Epoch [58][580/940] lr: 1.000e-03, eta: 8:37:04, time: 0.636, data_time: 0.001, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8783, loss_cls: 1.2283, loss: 1.2283, grad_norm: 4.9344 2020-07-23 02:41:42,128 - mmaction - INFO - Epoch [58][600/940] lr: 1.000e-03, eta: 8:36:46, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8795, loss_cls: 1.2501, loss: 1.2501, grad_norm: 4.9441 2020-07-23 02:41:53,971 - mmaction - INFO - Epoch [58][620/940] lr: 1.000e-03, eta: 8:36:27, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2917, loss: 1.2917, grad_norm: 5.1053 2020-07-23 02:42:06,324 - mmaction - INFO - Epoch [58][640/940] lr: 1.000e-03, eta: 8:36:09, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2632, loss: 1.2632, grad_norm: 5.0522 2020-07-23 02:42:18,136 - mmaction - INFO - Epoch [58][660/940] lr: 1.000e-03, eta: 8:35:51, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8709, loss_cls: 1.2569, loss: 1.2569, grad_norm: 4.9926 2020-07-23 02:42:31,094 - mmaction - INFO - Epoch [58][680/940] lr: 1.000e-03, eta: 8:35:34, time: 0.648, data_time: 0.002, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8709, loss_cls: 1.2589, loss: 1.2589, grad_norm: 4.9799 2020-07-23 02:42:42,898 - mmaction - INFO - Epoch [58][700/940] lr: 1.000e-03, eta: 8:35:15, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8723, loss_cls: 1.2637, loss: 1.2637, grad_norm: 5.0329 2020-07-23 02:42:54,807 - mmaction - INFO - Epoch [58][720/940] lr: 1.000e-03, eta: 8:34:57, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8709, loss_cls: 1.2784, loss: 1.2784, grad_norm: 5.0198 2020-07-23 02:43:06,604 - mmaction - INFO - Epoch [58][740/940] lr: 1.000e-03, eta: 8:34:39, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8746, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.0324 2020-07-23 02:43:18,931 - mmaction - INFO - Epoch [58][760/940] lr: 1.000e-03, eta: 8:34:21, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8707, loss_cls: 1.2565, loss: 1.2565, grad_norm: 5.0036 2020-07-23 02:43:30,852 - mmaction - INFO - Epoch [58][780/940] lr: 1.000e-03, eta: 8:34:03, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2341, loss: 1.2341, grad_norm: 5.0212 2020-07-23 02:43:42,719 - mmaction - INFO - Epoch [58][800/940] lr: 1.000e-03, eta: 8:33:44, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8742, loss_cls: 1.2589, loss: 1.2589, grad_norm: 4.9959 2020-07-23 02:43:54,558 - mmaction - INFO - Epoch [58][820/940] lr: 1.000e-03, eta: 8:33:26, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8719, loss_cls: 1.2608, loss: 1.2608, grad_norm: 5.0119 2020-07-23 02:44:07,303 - mmaction - INFO - Epoch [58][840/940] lr: 1.000e-03, eta: 8:33:08, time: 0.638, data_time: 0.013, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8691, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.1246 2020-07-23 02:44:19,156 - mmaction - INFO - Epoch [58][860/940] lr: 1.000e-03, eta: 8:32:50, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6836, top5_acc: 0.8754, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.0715 2020-07-23 02:44:31,679 - mmaction - INFO - Epoch [58][880/940] lr: 1.000e-03, eta: 8:32:32, time: 0.626, data_time: 0.008, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8686, loss_cls: 1.2860, loss: 1.2860, grad_norm: 5.0276 2020-07-23 02:44:43,688 - mmaction - INFO - Epoch [58][900/940] lr: 1.000e-03, eta: 8:32:14, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.6834, top5_acc: 0.8688, loss_cls: 1.2958, loss: 1.2958, grad_norm: 5.0358 2020-07-23 02:44:55,558 - mmaction - INFO - Epoch [58][920/940] lr: 1.000e-03, eta: 8:31:56, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8783, loss_cls: 1.2599, loss: 1.2599, grad_norm: 5.0273 2020-07-23 02:45:06,837 - mmaction - INFO - Epoch [58][940/940] lr: 1.000e-03, eta: 8:31:37, time: 0.564, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8677, loss_cls: 1.2948, loss: 1.2948, grad_norm: 5.0813 2020-07-23 02:48:18,722 - mmaction - INFO - Epoch [59][20/940] lr: 1.000e-03, eta: 8:33:25, time: 9.263, data_time: 8.608, memory: 8344, top1_acc: 0.6732, top5_acc: 0.8635, loss_cls: 1.3084, loss: 1.3084, grad_norm: 5.0886 2020-07-23 02:48:30,518 - mmaction - INFO - Epoch [59][40/940] lr: 1.000e-03, eta: 8:33:06, time: 0.590, data_time: 0.006, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8768, loss_cls: 1.2732, loss: 1.2732, grad_norm: 5.0800 2020-07-23 02:48:42,633 - mmaction - INFO - Epoch [59][60/940] lr: 1.000e-03, eta: 8:32:48, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8807, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.0307 2020-07-23 02:48:54,416 - mmaction - INFO - Epoch [59][80/940] lr: 1.000e-03, eta: 8:32:30, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8748, loss_cls: 1.2863, loss: 1.2863, grad_norm: 5.0978 2020-07-23 02:49:06,724 - mmaction - INFO - Epoch [59][100/940] lr: 1.000e-03, eta: 8:32:12, time: 0.615, data_time: 0.021, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8707, loss_cls: 1.2588, loss: 1.2588, grad_norm: 4.9616 2020-07-23 02:49:18,682 - mmaction - INFO - Epoch [59][120/940] lr: 1.000e-03, eta: 8:31:54, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6873, top5_acc: 0.8674, loss_cls: 1.2670, loss: 1.2670, grad_norm: 5.0785 2020-07-23 02:49:30,421 - mmaction - INFO - Epoch [59][140/940] lr: 1.000e-03, eta: 8:31:35, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8748, loss_cls: 1.2495, loss: 1.2495, grad_norm: 4.9223 2020-07-23 02:49:42,974 - mmaction - INFO - Epoch [59][160/940] lr: 1.000e-03, eta: 8:31:17, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8773, loss_cls: 1.2218, loss: 1.2218, grad_norm: 4.9239 2020-07-23 02:49:54,741 - mmaction - INFO - Epoch [59][180/940] lr: 1.000e-03, eta: 8:30:59, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8701, loss_cls: 1.2785, loss: 1.2785, grad_norm: 5.0003 2020-07-23 02:50:06,716 - mmaction - INFO - Epoch [59][200/940] lr: 1.000e-03, eta: 8:30:41, time: 0.599, data_time: 0.006, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8703, loss_cls: 1.2798, loss: 1.2798, grad_norm: 4.9679 2020-07-23 02:50:18,523 - mmaction - INFO - Epoch [59][220/940] lr: 1.000e-03, eta: 8:30:23, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8752, loss_cls: 1.2533, loss: 1.2533, grad_norm: 4.9637 2020-07-23 02:50:30,316 - mmaction - INFO - Epoch [59][240/940] lr: 1.000e-03, eta: 8:30:04, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8725, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.0203 2020-07-23 02:50:42,696 - mmaction - INFO - Epoch [59][260/940] lr: 1.000e-03, eta: 8:29:46, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8717, loss_cls: 1.2677, loss: 1.2677, grad_norm: 5.0164 2020-07-23 02:50:55,098 - mmaction - INFO - Epoch [59][280/940] lr: 1.000e-03, eta: 8:29:28, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8758, loss_cls: 1.2711, loss: 1.2711, grad_norm: 5.1209 2020-07-23 02:51:06,942 - mmaction - INFO - Epoch [59][300/940] lr: 1.000e-03, eta: 8:29:10, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2454, loss: 1.2454, grad_norm: 4.9335 2020-07-23 02:51:18,797 - mmaction - INFO - Epoch [59][320/940] lr: 1.000e-03, eta: 8:28:52, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2311, loss: 1.2311, grad_norm: 4.9780 2020-07-23 02:51:30,713 - mmaction - INFO - Epoch [59][340/940] lr: 1.000e-03, eta: 8:28:34, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8730, loss_cls: 1.2926, loss: 1.2926, grad_norm: 5.1461 2020-07-23 02:51:43,121 - mmaction - INFO - Epoch [59][360/940] lr: 1.000e-03, eta: 8:28:16, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6658, top5_acc: 0.8592, loss_cls: 1.3301, loss: 1.3301, grad_norm: 5.1643 2020-07-23 02:51:55,006 - mmaction - INFO - Epoch [59][380/940] lr: 1.000e-03, eta: 8:27:58, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8770, loss_cls: 1.2219, loss: 1.2219, grad_norm: 4.9152 2020-07-23 02:52:07,169 - mmaction - INFO - Epoch [59][400/940] lr: 1.000e-03, eta: 8:27:40, time: 0.609, data_time: 0.017, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8752, loss_cls: 1.2652, loss: 1.2652, grad_norm: 5.0591 2020-07-23 02:52:19,577 - mmaction - INFO - Epoch [59][420/940] lr: 1.000e-03, eta: 8:27:22, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6781, top5_acc: 0.8605, loss_cls: 1.3208, loss: 1.3208, grad_norm: 5.0684 2020-07-23 02:52:32,053 - mmaction - INFO - Epoch [59][440/940] lr: 1.000e-03, eta: 8:27:04, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8770, loss_cls: 1.2321, loss: 1.2321, grad_norm: 4.9766 2020-07-23 02:52:43,857 - mmaction - INFO - Epoch [59][460/940] lr: 1.000e-03, eta: 8:26:46, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8635, loss_cls: 1.2951, loss: 1.2951, grad_norm: 5.0801 2020-07-23 02:52:55,837 - mmaction - INFO - Epoch [59][480/940] lr: 1.000e-03, eta: 8:26:27, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8693, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.0361 2020-07-23 02:53:07,781 - mmaction - INFO - Epoch [59][500/940] lr: 1.000e-03, eta: 8:26:09, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8760, loss_cls: 1.2605, loss: 1.2605, grad_norm: 5.0082 2020-07-23 02:53:19,675 - mmaction - INFO - Epoch [59][520/940] lr: 1.000e-03, eta: 8:25:51, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8699, loss_cls: 1.2815, loss: 1.2815, grad_norm: 5.1004 2020-07-23 02:53:31,469 - mmaction - INFO - Epoch [59][540/940] lr: 1.000e-03, eta: 8:25:33, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8811, loss_cls: 1.2111, loss: 1.2111, grad_norm: 4.9342 2020-07-23 02:53:44,482 - mmaction - INFO - Epoch [59][560/940] lr: 1.000e-03, eta: 8:25:15, time: 0.650, data_time: 0.001, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8684, loss_cls: 1.2597, loss: 1.2597, grad_norm: 5.0362 2020-07-23 02:53:56,339 - mmaction - INFO - Epoch [59][580/940] lr: 1.000e-03, eta: 8:24:57, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8725, loss_cls: 1.2360, loss: 1.2360, grad_norm: 4.9635 2020-07-23 02:54:08,162 - mmaction - INFO - Epoch [59][600/940] lr: 1.000e-03, eta: 8:24:39, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8785, loss_cls: 1.2475, loss: 1.2475, grad_norm: 5.0698 2020-07-23 02:54:20,471 - mmaction - INFO - Epoch [59][620/940] lr: 1.000e-03, eta: 8:24:21, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8725, loss_cls: 1.2542, loss: 1.2542, grad_norm: 5.0245 2020-07-23 02:54:32,361 - mmaction - INFO - Epoch [59][640/940] lr: 1.000e-03, eta: 8:24:03, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6826, top5_acc: 0.8705, loss_cls: 1.2784, loss: 1.2784, grad_norm: 5.1511 2020-07-23 02:54:44,194 - mmaction - INFO - Epoch [59][660/940] lr: 1.000e-03, eta: 8:23:45, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8740, loss_cls: 1.2356, loss: 1.2356, grad_norm: 4.9016 2020-07-23 02:54:56,749 - mmaction - INFO - Epoch [59][680/940] lr: 1.000e-03, eta: 8:23:27, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8775, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.0342 2020-07-23 02:55:08,610 - mmaction - INFO - Epoch [59][700/940] lr: 1.000e-03, eta: 8:23:09, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8654, loss_cls: 1.2819, loss: 1.2819, grad_norm: 5.0737 2020-07-23 02:55:20,978 - mmaction - INFO - Epoch [59][720/940] lr: 1.000e-03, eta: 8:22:51, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8748, loss_cls: 1.2278, loss: 1.2278, grad_norm: 5.0975 2020-07-23 02:55:32,892 - mmaction - INFO - Epoch [59][740/940] lr: 1.000e-03, eta: 8:22:33, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8709, loss_cls: 1.2609, loss: 1.2609, grad_norm: 5.0754 2020-07-23 02:55:44,695 - mmaction - INFO - Epoch [59][760/940] lr: 1.000e-03, eta: 8:22:15, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8729, loss_cls: 1.2704, loss: 1.2704, grad_norm: 5.0768 2020-07-23 02:55:56,651 - mmaction - INFO - Epoch [59][780/940] lr: 1.000e-03, eta: 8:21:57, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8695, loss_cls: 1.2542, loss: 1.2542, grad_norm: 4.9810 2020-07-23 02:56:09,392 - mmaction - INFO - Epoch [59][800/940] lr: 1.000e-03, eta: 8:21:39, time: 0.635, data_time: 0.001, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8736, loss_cls: 1.2768, loss: 1.2768, grad_norm: 5.0482 2020-07-23 02:56:21,730 - mmaction - INFO - Epoch [59][820/940] lr: 1.000e-03, eta: 8:21:21, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8672, loss_cls: 1.2692, loss: 1.2692, grad_norm: 5.1017 2020-07-23 02:56:33,760 - mmaction - INFO - Epoch [59][840/940] lr: 1.000e-03, eta: 8:21:03, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8748, loss_cls: 1.2553, loss: 1.2553, grad_norm: 5.0902 2020-07-23 02:56:46,348 - mmaction - INFO - Epoch [59][860/940] lr: 1.000e-03, eta: 8:20:46, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8695, loss_cls: 1.2557, loss: 1.2557, grad_norm: 5.0713 2020-07-23 02:56:58,424 - mmaction - INFO - Epoch [59][880/940] lr: 1.000e-03, eta: 8:20:28, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8705, loss_cls: 1.2621, loss: 1.2621, grad_norm: 5.0393 2020-07-23 02:57:10,355 - mmaction - INFO - Epoch [59][900/940] lr: 1.000e-03, eta: 8:20:10, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8730, loss_cls: 1.2280, loss: 1.2280, grad_norm: 4.9398 2020-07-23 02:57:23,264 - mmaction - INFO - Epoch [59][920/940] lr: 1.000e-03, eta: 8:19:52, time: 0.645, data_time: 0.024, memory: 8344, top1_acc: 0.6834, top5_acc: 0.8713, loss_cls: 1.2818, loss: 1.2818, grad_norm: 5.0406 2020-07-23 02:57:34,391 - mmaction - INFO - Epoch [59][940/940] lr: 1.000e-03, eta: 8:19:34, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8732, loss_cls: 1.3003, loss: 1.3003, grad_norm: 5.2320 2020-07-23 03:00:37,439 - mmaction - INFO - Epoch [60][20/940] lr: 1.000e-03, eta: 8:21:11, time: 8.913, data_time: 8.191, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8764, loss_cls: 1.2426, loss: 1.2426, grad_norm: 4.9297 2020-07-23 03:00:50,029 - mmaction - INFO - Epoch [60][40/940] lr: 1.000e-03, eta: 8:20:53, time: 0.632, data_time: 0.007, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8762, loss_cls: 1.2202, loss: 1.2202, grad_norm: 4.8518 2020-07-23 03:01:01,793 - mmaction - INFO - Epoch [60][60/940] lr: 1.000e-03, eta: 8:20:35, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8887, loss_cls: 1.1725, loss: 1.1725, grad_norm: 4.9344 2020-07-23 03:01:14,137 - mmaction - INFO - Epoch [60][80/940] lr: 1.000e-03, eta: 8:20:17, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6863, top5_acc: 0.8770, loss_cls: 1.2459, loss: 1.2459, grad_norm: 5.0242 2020-07-23 03:01:26,017 - mmaction - INFO - Epoch [60][100/940] lr: 1.000e-03, eta: 8:19:59, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8701, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.0720 2020-07-23 03:01:38,949 - mmaction - INFO - Epoch [60][120/940] lr: 1.000e-03, eta: 8:19:41, time: 0.646, data_time: 0.012, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8705, loss_cls: 1.2849, loss: 1.2849, grad_norm: 5.0740 2020-07-23 03:01:50,999 - mmaction - INFO - Epoch [60][140/940] lr: 1.000e-03, eta: 8:19:23, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8686, loss_cls: 1.2804, loss: 1.2804, grad_norm: 5.0587 2020-07-23 03:02:03,470 - mmaction - INFO - Epoch [60][160/940] lr: 1.000e-03, eta: 8:19:06, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8834, loss_cls: 1.2272, loss: 1.2272, grad_norm: 4.9748 2020-07-23 03:02:15,770 - mmaction - INFO - Epoch [60][180/940] lr: 1.000e-03, eta: 8:18:48, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8672, loss_cls: 1.2882, loss: 1.2882, grad_norm: 5.1037 2020-07-23 03:02:28,153 - mmaction - INFO - Epoch [60][200/940] lr: 1.000e-03, eta: 8:18:30, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8760, loss_cls: 1.2324, loss: 1.2324, grad_norm: 5.0011 2020-07-23 03:02:40,024 - mmaction - INFO - Epoch [60][220/940] lr: 1.000e-03, eta: 8:18:12, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8752, loss_cls: 1.2422, loss: 1.2422, grad_norm: 4.9950 2020-07-23 03:02:52,518 - mmaction - INFO - Epoch [60][240/940] lr: 1.000e-03, eta: 8:17:54, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6785, top5_acc: 0.8658, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.0992 2020-07-23 03:03:04,863 - mmaction - INFO - Epoch [60][260/940] lr: 1.000e-03, eta: 8:17:36, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8764, loss_cls: 1.2459, loss: 1.2459, grad_norm: 5.0402 2020-07-23 03:03:16,677 - mmaction - INFO - Epoch [60][280/940] lr: 1.000e-03, eta: 8:17:18, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8715, loss_cls: 1.2455, loss: 1.2455, grad_norm: 5.0352 2020-07-23 03:03:28,415 - mmaction - INFO - Epoch [60][300/940] lr: 1.000e-03, eta: 8:17:00, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6850, top5_acc: 0.8619, loss_cls: 1.2835, loss: 1.2835, grad_norm: 5.0843 2020-07-23 03:03:40,846 - mmaction - INFO - Epoch [60][320/940] lr: 1.000e-03, eta: 8:16:42, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8684, loss_cls: 1.2593, loss: 1.2593, grad_norm: 5.0598 2020-07-23 03:03:52,748 - mmaction - INFO - Epoch [60][340/940] lr: 1.000e-03, eta: 8:16:24, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2141, loss: 1.2141, grad_norm: 4.9942 2020-07-23 03:04:04,695 - mmaction - INFO - Epoch [60][360/940] lr: 1.000e-03, eta: 8:16:06, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8689, loss_cls: 1.2538, loss: 1.2538, grad_norm: 5.0275 2020-07-23 03:04:16,552 - mmaction - INFO - Epoch [60][380/940] lr: 1.000e-03, eta: 8:15:48, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8723, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.0326 2020-07-23 03:04:28,491 - mmaction - INFO - Epoch [60][400/940] lr: 1.000e-03, eta: 8:15:30, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8723, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.0456 2020-07-23 03:04:40,824 - mmaction - INFO - Epoch [60][420/940] lr: 1.000e-03, eta: 8:15:12, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8803, loss_cls: 1.2335, loss: 1.2335, grad_norm: 5.0393 2020-07-23 03:04:52,678 - mmaction - INFO - Epoch [60][440/940] lr: 1.000e-03, eta: 8:14:54, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8768, loss_cls: 1.2503, loss: 1.2503, grad_norm: 5.0810 2020-07-23 03:05:04,976 - mmaction - INFO - Epoch [60][460/940] lr: 1.000e-03, eta: 8:14:36, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8766, loss_cls: 1.2489, loss: 1.2489, grad_norm: 5.0383 2020-07-23 03:05:16,946 - mmaction - INFO - Epoch [60][480/940] lr: 1.000e-03, eta: 8:14:18, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8701, loss_cls: 1.2782, loss: 1.2782, grad_norm: 5.0539 2020-07-23 03:05:29,378 - mmaction - INFO - Epoch [60][500/940] lr: 1.000e-03, eta: 8:14:00, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8771, loss_cls: 1.2270, loss: 1.2270, grad_norm: 4.9926 2020-07-23 03:05:41,402 - mmaction - INFO - Epoch [60][520/940] lr: 1.000e-03, eta: 8:13:42, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8715, loss_cls: 1.2808, loss: 1.2808, grad_norm: 5.0788 2020-07-23 03:05:53,247 - mmaction - INFO - Epoch [60][540/940] lr: 1.000e-03, eta: 8:13:24, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8791, loss_cls: 1.2417, loss: 1.2417, grad_norm: 5.0262 2020-07-23 03:06:05,044 - mmaction - INFO - Epoch [60][560/940] lr: 1.000e-03, eta: 8:13:06, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8750, loss_cls: 1.2397, loss: 1.2397, grad_norm: 5.0197 2020-07-23 03:06:16,862 - mmaction - INFO - Epoch [60][580/940] lr: 1.000e-03, eta: 8:12:48, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8816, loss_cls: 1.2144, loss: 1.2144, grad_norm: 4.9803 2020-07-23 03:06:28,782 - mmaction - INFO - Epoch [60][600/940] lr: 1.000e-03, eta: 8:12:30, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8717, loss_cls: 1.2775, loss: 1.2775, grad_norm: 5.0910 2020-07-23 03:06:41,585 - mmaction - INFO - Epoch [60][620/940] lr: 1.000e-03, eta: 8:12:12, time: 0.640, data_time: 0.018, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8732, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.0831 2020-07-23 03:06:53,515 - mmaction - INFO - Epoch [60][640/940] lr: 1.000e-03, eta: 8:11:54, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8812, loss_cls: 1.2087, loss: 1.2087, grad_norm: 5.0263 2020-07-23 03:07:05,317 - mmaction - INFO - Epoch [60][660/940] lr: 1.000e-03, eta: 8:11:36, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8658, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.0423 2020-07-23 03:07:17,206 - mmaction - INFO - Epoch [60][680/940] lr: 1.000e-03, eta: 8:11:18, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8719, loss_cls: 1.2510, loss: 1.2510, grad_norm: 4.9891 2020-07-23 03:07:28,993 - mmaction - INFO - Epoch [60][700/940] lr: 1.000e-03, eta: 8:11:00, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8752, loss_cls: 1.2334, loss: 1.2334, grad_norm: 5.0614 2020-07-23 03:07:40,867 - mmaction - INFO - Epoch [60][720/940] lr: 1.000e-03, eta: 8:10:42, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8682, loss_cls: 1.2892, loss: 1.2892, grad_norm: 5.1931 2020-07-23 03:07:52,766 - mmaction - INFO - Epoch [60][740/940] lr: 1.000e-03, eta: 8:10:24, time: 0.595, data_time: 0.005, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8705, loss_cls: 1.2485, loss: 1.2485, grad_norm: 5.0591 2020-07-23 03:08:04,690 - mmaction - INFO - Epoch [60][760/940] lr: 1.000e-03, eta: 8:10:06, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6844, top5_acc: 0.8650, loss_cls: 1.2804, loss: 1.2804, grad_norm: 5.0606 2020-07-23 03:08:17,356 - mmaction - INFO - Epoch [60][780/940] lr: 1.000e-03, eta: 8:09:48, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.6822, top5_acc: 0.8699, loss_cls: 1.2767, loss: 1.2767, grad_norm: 5.0291 2020-07-23 03:08:29,905 - mmaction - INFO - Epoch [60][800/940] lr: 1.000e-03, eta: 8:09:31, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8758, loss_cls: 1.2394, loss: 1.2394, grad_norm: 5.0250 2020-07-23 03:08:42,330 - mmaction - INFO - Epoch [60][820/940] lr: 1.000e-03, eta: 8:09:13, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8693, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.0357 2020-07-23 03:08:54,111 - mmaction - INFO - Epoch [60][840/940] lr: 1.000e-03, eta: 8:08:55, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8709, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.0450 2020-07-23 03:09:06,647 - mmaction - INFO - Epoch [60][860/940] lr: 1.000e-03, eta: 8:08:37, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8762, loss_cls: 1.2337, loss: 1.2337, grad_norm: 5.0216 2020-07-23 03:09:18,431 - mmaction - INFO - Epoch [60][880/940] lr: 1.000e-03, eta: 8:08:19, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8711, loss_cls: 1.2810, loss: 1.2810, grad_norm: 5.1654 2020-07-23 03:09:30,957 - mmaction - INFO - Epoch [60][900/940] lr: 1.000e-03, eta: 8:08:02, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8725, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.1001 2020-07-23 03:09:42,818 - mmaction - INFO - Epoch [60][920/940] lr: 1.000e-03, eta: 8:07:43, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8693, loss_cls: 1.2755, loss: 1.2755, grad_norm: 5.0715 2020-07-23 03:09:53,963 - mmaction - INFO - Epoch [60][940/940] lr: 1.000e-03, eta: 8:07:25, time: 0.558, data_time: 0.001, memory: 8344, top1_acc: 0.6919, top5_acc: 0.8758, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.1288 2020-07-23 03:09:59,409 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-23 03:12:23,577 - mmaction - INFO - Epoch [61][20/940] lr: 1.000e-03, eta: 8:08:35, time: 7.183, data_time: 6.486, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8768, loss_cls: 1.2382, loss: 1.2382, grad_norm: 5.0371 2020-07-23 03:12:35,451 - mmaction - INFO - Epoch [61][40/940] lr: 1.000e-03, eta: 8:08:17, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8768, loss_cls: 1.2526, loss: 1.2526, grad_norm: 5.1165 2020-07-23 03:12:47,856 - mmaction - INFO - Epoch [61][60/940] lr: 1.000e-03, eta: 8:07:59, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8727, loss_cls: 1.2576, loss: 1.2576, grad_norm: 5.0334 2020-07-23 03:12:59,730 - mmaction - INFO - Epoch [61][80/940] lr: 1.000e-03, eta: 8:07:41, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8705, loss_cls: 1.2763, loss: 1.2763, grad_norm: 5.0894 2020-07-23 03:13:11,542 - mmaction - INFO - Epoch [61][100/940] lr: 1.000e-03, eta: 8:07:23, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8766, loss_cls: 1.2183, loss: 1.2183, grad_norm: 4.9708 2020-07-23 03:13:23,357 - mmaction - INFO - Epoch [61][120/940] lr: 1.000e-03, eta: 8:07:05, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8832, loss_cls: 1.2214, loss: 1.2214, grad_norm: 4.9663 2020-07-23 03:13:35,179 - mmaction - INFO - Epoch [61][140/940] lr: 1.000e-03, eta: 8:06:47, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6836, top5_acc: 0.8725, loss_cls: 1.2603, loss: 1.2603, grad_norm: 5.0901 2020-07-23 03:13:46,999 - mmaction - INFO - Epoch [61][160/940] lr: 1.000e-03, eta: 8:06:28, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8660, loss_cls: 1.2728, loss: 1.2728, grad_norm: 5.0442 2020-07-23 03:13:59,009 - mmaction - INFO - Epoch [61][180/940] lr: 1.000e-03, eta: 8:06:11, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8744, loss_cls: 1.2565, loss: 1.2565, grad_norm: 5.1034 2020-07-23 03:14:11,314 - mmaction - INFO - Epoch [61][200/940] lr: 1.000e-03, eta: 8:05:53, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8713, loss_cls: 1.2524, loss: 1.2524, grad_norm: 5.0268 2020-07-23 03:14:23,774 - mmaction - INFO - Epoch [61][220/940] lr: 1.000e-03, eta: 8:05:35, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8768, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.0323 2020-07-23 03:14:36,135 - mmaction - INFO - Epoch [61][240/940] lr: 1.000e-03, eta: 8:05:17, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8842, loss_cls: 1.2173, loss: 1.2173, grad_norm: 4.9652 2020-07-23 03:14:48,559 - mmaction - INFO - Epoch [61][260/940] lr: 1.000e-03, eta: 8:05:00, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8818, loss_cls: 1.2235, loss: 1.2235, grad_norm: 5.0404 2020-07-23 03:15:00,471 - mmaction - INFO - Epoch [61][280/940] lr: 1.000e-03, eta: 8:04:42, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8705, loss_cls: 1.2508, loss: 1.2508, grad_norm: 5.0556 2020-07-23 03:15:12,957 - mmaction - INFO - Epoch [61][300/940] lr: 1.000e-03, eta: 8:04:24, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8736, loss_cls: 1.2482, loss: 1.2482, grad_norm: 5.0716 2020-07-23 03:15:24,767 - mmaction - INFO - Epoch [61][320/940] lr: 1.000e-03, eta: 8:04:06, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8812, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.0629 2020-07-23 03:15:36,596 - mmaction - INFO - Epoch [61][340/940] lr: 1.000e-03, eta: 8:03:48, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8721, loss_cls: 1.2501, loss: 1.2501, grad_norm: 5.0055 2020-07-23 03:15:49,589 - mmaction - INFO - Epoch [61][360/940] lr: 1.000e-03, eta: 8:03:31, time: 0.649, data_time: 0.016, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8775, loss_cls: 1.2346, loss: 1.2346, grad_norm: 4.9557 2020-07-23 03:16:02,057 - mmaction - INFO - Epoch [61][380/940] lr: 1.000e-03, eta: 8:03:13, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8762, loss_cls: 1.2283, loss: 1.2283, grad_norm: 5.0782 2020-07-23 03:16:13,924 - mmaction - INFO - Epoch [61][400/940] lr: 1.000e-03, eta: 8:02:55, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6863, top5_acc: 0.8744, loss_cls: 1.2502, loss: 1.2502, grad_norm: 5.0638 2020-07-23 03:16:26,278 - mmaction - INFO - Epoch [61][420/940] lr: 1.000e-03, eta: 8:02:37, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8623, loss_cls: 1.2912, loss: 1.2912, grad_norm: 5.1276 2020-07-23 03:16:38,311 - mmaction - INFO - Epoch [61][440/940] lr: 1.000e-03, eta: 8:02:19, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.6873, top5_acc: 0.8750, loss_cls: 1.2364, loss: 1.2364, grad_norm: 5.0559 2020-07-23 03:16:50,733 - mmaction - INFO - Epoch [61][460/940] lr: 1.000e-03, eta: 8:02:02, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8691, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.0909 2020-07-23 03:17:02,597 - mmaction - INFO - Epoch [61][480/940] lr: 1.000e-03, eta: 8:01:44, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8662, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.1538 2020-07-23 03:17:15,307 - mmaction - INFO - Epoch [61][500/940] lr: 1.000e-03, eta: 8:01:26, time: 0.635, data_time: 0.001, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8732, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.0825 2020-07-23 03:17:27,077 - mmaction - INFO - Epoch [61][520/940] lr: 1.000e-03, eta: 8:01:08, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8750, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.1084 2020-07-23 03:17:39,140 - mmaction - INFO - Epoch [61][540/940] lr: 1.000e-03, eta: 8:00:50, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8705, loss_cls: 1.2565, loss: 1.2565, grad_norm: 5.1781 2020-07-23 03:17:51,019 - mmaction - INFO - Epoch [61][560/940] lr: 1.000e-03, eta: 8:00:33, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8713, loss_cls: 1.2497, loss: 1.2497, grad_norm: 5.1201 2020-07-23 03:18:03,539 - mmaction - INFO - Epoch [61][580/940] lr: 1.000e-03, eta: 8:00:15, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8744, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.1370 2020-07-23 03:18:15,620 - mmaction - INFO - Epoch [61][600/940] lr: 1.000e-03, eta: 7:59:57, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8705, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.0196 2020-07-23 03:18:27,984 - mmaction - INFO - Epoch [61][620/940] lr: 1.000e-03, eta: 7:59:40, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8725, loss_cls: 1.2541, loss: 1.2541, grad_norm: 5.1733 2020-07-23 03:18:40,017 - mmaction - INFO - Epoch [61][640/940] lr: 1.000e-03, eta: 7:59:22, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8697, loss_cls: 1.2482, loss: 1.2482, grad_norm: 4.9953 2020-07-23 03:18:51,765 - mmaction - INFO - Epoch [61][660/940] lr: 1.000e-03, eta: 7:59:04, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8760, loss_cls: 1.2279, loss: 1.2279, grad_norm: 4.9892 2020-07-23 03:19:03,650 - mmaction - INFO - Epoch [61][680/940] lr: 1.000e-03, eta: 7:58:46, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8801, loss_cls: 1.2089, loss: 1.2089, grad_norm: 5.0754 2020-07-23 03:19:15,369 - mmaction - INFO - Epoch [61][700/940] lr: 1.000e-03, eta: 7:58:28, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8695, loss_cls: 1.2485, loss: 1.2485, grad_norm: 5.0437 2020-07-23 03:19:27,806 - mmaction - INFO - Epoch [61][720/940] lr: 1.000e-03, eta: 7:58:10, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8744, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.0692 2020-07-23 03:19:40,305 - mmaction - INFO - Epoch [61][740/940] lr: 1.000e-03, eta: 7:57:53, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8754, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.0852 2020-07-23 03:19:52,097 - mmaction - INFO - Epoch [61][760/940] lr: 1.000e-03, eta: 7:57:35, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8713, loss_cls: 1.2705, loss: 1.2705, grad_norm: 5.1327 2020-07-23 03:20:03,904 - mmaction - INFO - Epoch [61][780/940] lr: 1.000e-03, eta: 7:57:17, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.0085 2020-07-23 03:20:16,337 - mmaction - INFO - Epoch [61][800/940] lr: 1.000e-03, eta: 7:56:59, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8746, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.0363 2020-07-23 03:20:28,716 - mmaction - INFO - Epoch [61][820/940] lr: 1.000e-03, eta: 7:56:41, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8701, loss_cls: 1.2753, loss: 1.2753, grad_norm: 5.1422 2020-07-23 03:20:41,115 - mmaction - INFO - Epoch [61][840/940] lr: 1.000e-03, eta: 7:56:24, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8705, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.1192 2020-07-23 03:20:53,015 - mmaction - INFO - Epoch [61][860/940] lr: 1.000e-03, eta: 7:56:06, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8785, loss_cls: 1.2300, loss: 1.2300, grad_norm: 5.0099 2020-07-23 03:21:04,995 - mmaction - INFO - Epoch [61][880/940] lr: 1.000e-03, eta: 7:55:48, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8732, loss_cls: 1.2371, loss: 1.2371, grad_norm: 5.0683 2020-07-23 03:21:16,876 - mmaction - INFO - Epoch [61][900/940] lr: 1.000e-03, eta: 7:55:30, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8721, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.1298 2020-07-23 03:21:29,358 - mmaction - INFO - Epoch [61][920/940] lr: 1.000e-03, eta: 7:55:13, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8713, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.1583 2020-07-23 03:21:40,642 - mmaction - INFO - Epoch [61][940/940] lr: 1.000e-03, eta: 7:54:54, time: 0.564, data_time: 0.001, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8722, loss_cls: 1.2602, loss: 1.2602, grad_norm: 5.2131 2020-07-23 03:24:14,976 - mmaction - INFO - Epoch [62][20/940] lr: 1.000e-03, eta: 7:56:05, time: 7.487, data_time: 6.807, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8871, loss_cls: 1.1987, loss: 1.1987, grad_norm: 5.0183 2020-07-23 03:24:26,701 - mmaction - INFO - Epoch [62][40/940] lr: 1.000e-03, eta: 7:55:47, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8730, loss_cls: 1.2394, loss: 1.2394, grad_norm: 5.0331 2020-07-23 03:24:38,493 - mmaction - INFO - Epoch [62][60/940] lr: 1.000e-03, eta: 7:55:29, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8717, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.0474 2020-07-23 03:24:50,953 - mmaction - INFO - Epoch [62][80/940] lr: 1.000e-03, eta: 7:55:11, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8742, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.1115 2020-07-23 03:25:03,415 - mmaction - INFO - Epoch [62][100/940] lr: 1.000e-03, eta: 7:54:53, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8703, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.0877 2020-07-23 03:25:15,855 - mmaction - INFO - Epoch [62][120/940] lr: 1.000e-03, eta: 7:54:36, time: 0.622, data_time: 0.035, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8754, loss_cls: 1.2265, loss: 1.2265, grad_norm: 5.1048 2020-07-23 03:25:27,661 - mmaction - INFO - Epoch [62][140/940] lr: 1.000e-03, eta: 7:54:18, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8678, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.1065 2020-07-23 03:25:39,503 - mmaction - INFO - Epoch [62][160/940] lr: 1.000e-03, eta: 7:54:00, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8852, loss_cls: 1.1929, loss: 1.1929, grad_norm: 5.0958 2020-07-23 03:25:51,427 - mmaction - INFO - Epoch [62][180/940] lr: 1.000e-03, eta: 7:53:42, time: 0.596, data_time: 0.004, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8754, loss_cls: 1.2189, loss: 1.2189, grad_norm: 5.0426 2020-07-23 03:26:04,251 - mmaction - INFO - Epoch [62][200/940] lr: 1.000e-03, eta: 7:53:25, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8834, loss_cls: 1.1804, loss: 1.1804, grad_norm: 4.9679 2020-07-23 03:26:16,274 - mmaction - INFO - Epoch [62][220/940] lr: 1.000e-03, eta: 7:53:07, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8729, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.0389 2020-07-23 03:26:28,850 - mmaction - INFO - Epoch [62][240/940] lr: 1.000e-03, eta: 7:52:49, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8713, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.1628 2020-07-23 03:26:41,105 - mmaction - INFO - Epoch [62][260/940] lr: 1.000e-03, eta: 7:52:32, time: 0.613, data_time: 0.003, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8826, loss_cls: 1.2111, loss: 1.2111, grad_norm: 4.9646 2020-07-23 03:26:53,522 - mmaction - INFO - Epoch [62][280/940] lr: 1.000e-03, eta: 7:52:14, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8746, loss_cls: 1.2557, loss: 1.2557, grad_norm: 5.0977 2020-07-23 03:27:05,988 - mmaction - INFO - Epoch [62][300/940] lr: 1.000e-03, eta: 7:51:56, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8777, loss_cls: 1.2328, loss: 1.2328, grad_norm: 5.0769 2020-07-23 03:27:18,283 - mmaction - INFO - Epoch [62][320/940] lr: 1.000e-03, eta: 7:51:39, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8768, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.0592 2020-07-23 03:27:30,802 - mmaction - INFO - Epoch [62][340/940] lr: 1.000e-03, eta: 7:51:21, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8791, loss_cls: 1.2338, loss: 1.2338, grad_norm: 5.1166 2020-07-23 03:27:42,591 - mmaction - INFO - Epoch [62][360/940] lr: 1.000e-03, eta: 7:51:03, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8799, loss_cls: 1.2041, loss: 1.2041, grad_norm: 5.1187 2020-07-23 03:27:54,559 - mmaction - INFO - Epoch [62][380/940] lr: 1.000e-03, eta: 7:50:46, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8748, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.0439 2020-07-23 03:28:06,654 - mmaction - INFO - Epoch [62][400/940] lr: 1.000e-03, eta: 7:50:28, time: 0.605, data_time: 0.016, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8779, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.0823 2020-07-23 03:28:19,114 - mmaction - INFO - Epoch [62][420/940] lr: 1.000e-03, eta: 7:50:10, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8707, loss_cls: 1.2518, loss: 1.2518, grad_norm: 5.1089 2020-07-23 03:28:31,492 - mmaction - INFO - Epoch [62][440/940] lr: 1.000e-03, eta: 7:49:53, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1941, loss: 1.1941, grad_norm: 4.9611 2020-07-23 03:28:43,248 - mmaction - INFO - Epoch [62][460/940] lr: 1.000e-03, eta: 7:49:35, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8717, loss_cls: 1.2503, loss: 1.2503, grad_norm: 5.1432 2020-07-23 03:28:55,652 - mmaction - INFO - Epoch [62][480/940] lr: 1.000e-03, eta: 7:49:17, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8729, loss_cls: 1.2718, loss: 1.2718, grad_norm: 5.2169 2020-07-23 03:29:08,090 - mmaction - INFO - Epoch [62][500/940] lr: 1.000e-03, eta: 7:49:00, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8736, loss_cls: 1.2400, loss: 1.2400, grad_norm: 5.1170 2020-07-23 03:29:19,972 - mmaction - INFO - Epoch [62][520/940] lr: 1.000e-03, eta: 7:48:42, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.0844 2020-07-23 03:29:32,455 - mmaction - INFO - Epoch [62][540/940] lr: 1.000e-03, eta: 7:48:24, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8660, loss_cls: 1.2763, loss: 1.2763, grad_norm: 5.2373 2020-07-23 03:29:44,331 - mmaction - INFO - Epoch [62][560/940] lr: 1.000e-03, eta: 7:48:06, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8752, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.1183 2020-07-23 03:29:56,236 - mmaction - INFO - Epoch [62][580/940] lr: 1.000e-03, eta: 7:47:49, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8791, loss_cls: 1.2331, loss: 1.2331, grad_norm: 5.1487 2020-07-23 03:30:08,652 - mmaction - INFO - Epoch [62][600/940] lr: 1.000e-03, eta: 7:47:31, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6844, top5_acc: 0.8670, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.2299 2020-07-23 03:30:21,266 - mmaction - INFO - Epoch [62][620/940] lr: 1.000e-03, eta: 7:47:14, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8803, loss_cls: 1.2265, loss: 1.2265, grad_norm: 5.1188 2020-07-23 03:30:33,081 - mmaction - INFO - Epoch [62][640/940] lr: 1.000e-03, eta: 7:46:56, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8771, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.2300 2020-07-23 03:30:45,472 - mmaction - INFO - Epoch [62][660/940] lr: 1.000e-03, eta: 7:46:38, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2257, loss: 1.2257, grad_norm: 5.1051 2020-07-23 03:30:57,357 - mmaction - INFO - Epoch [62][680/940] lr: 1.000e-03, eta: 7:46:20, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8744, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.1221 2020-07-23 03:31:09,776 - mmaction - INFO - Epoch [62][700/940] lr: 1.000e-03, eta: 7:46:03, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6813, top5_acc: 0.8676, loss_cls: 1.2677, loss: 1.2677, grad_norm: 5.1022 2020-07-23 03:31:21,736 - mmaction - INFO - Epoch [62][720/940] lr: 1.000e-03, eta: 7:45:45, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6822, top5_acc: 0.8689, loss_cls: 1.2811, loss: 1.2811, grad_norm: 5.1743 2020-07-23 03:31:33,615 - mmaction - INFO - Epoch [62][740/940] lr: 1.000e-03, eta: 7:45:27, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8762, loss_cls: 1.2620, loss: 1.2620, grad_norm: 5.1958 2020-07-23 03:31:46,135 - mmaction - INFO - Epoch [62][760/940] lr: 1.000e-03, eta: 7:45:10, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8678, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.0610 2020-07-23 03:31:58,640 - mmaction - INFO - Epoch [62][780/940] lr: 1.000e-03, eta: 7:44:53, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8695, loss_cls: 1.2668, loss: 1.2668, grad_norm: 5.1451 2020-07-23 03:32:10,606 - mmaction - INFO - Epoch [62][800/940] lr: 1.000e-03, eta: 7:44:35, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8674, loss_cls: 1.2792, loss: 1.2792, grad_norm: 5.2030 2020-07-23 03:32:22,985 - mmaction - INFO - Epoch [62][820/940] lr: 1.000e-03, eta: 7:44:17, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8707, loss_cls: 1.2706, loss: 1.2706, grad_norm: 5.2033 2020-07-23 03:32:34,793 - mmaction - INFO - Epoch [62][840/940] lr: 1.000e-03, eta: 7:43:59, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8664, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.1860 2020-07-23 03:32:46,732 - mmaction - INFO - Epoch [62][860/940] lr: 1.000e-03, eta: 7:43:42, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8746, loss_cls: 1.2373, loss: 1.2373, grad_norm: 5.0995 2020-07-23 03:32:58,550 - mmaction - INFO - Epoch [62][880/940] lr: 1.000e-03, eta: 7:43:24, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8797, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.1595 2020-07-23 03:33:11,009 - mmaction - INFO - Epoch [62][900/940] lr: 1.000e-03, eta: 7:43:06, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8705, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.1239 2020-07-23 03:33:22,836 - mmaction - INFO - Epoch [62][920/940] lr: 1.000e-03, eta: 7:42:49, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8713, loss_cls: 1.2932, loss: 1.2932, grad_norm: 5.2407 2020-07-23 03:33:34,041 - mmaction - INFO - Epoch [62][940/940] lr: 1.000e-03, eta: 7:42:30, time: 0.561, data_time: 0.001, memory: 8344, top1_acc: 0.6890, top5_acc: 0.8760, loss_cls: 1.2296, loss: 1.2296, grad_norm: 5.2258 2020-07-23 03:36:10,903 - mmaction - INFO - Epoch [63][20/940] lr: 1.000e-03, eta: 7:43:37, time: 7.461, data_time: 6.736, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8795, loss_cls: 1.2333, loss: 1.2333, grad_norm: 5.1605 2020-07-23 03:36:23,361 - mmaction - INFO - Epoch [63][40/940] lr: 1.000e-03, eta: 7:43:19, time: 0.623, data_time: 0.008, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8809, loss_cls: 1.2215, loss: 1.2215, grad_norm: 5.1039 2020-07-23 03:36:35,103 - mmaction - INFO - Epoch [63][60/940] lr: 1.000e-03, eta: 7:43:01, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8820, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.1258 2020-07-23 03:36:47,768 - mmaction - INFO - Epoch [63][80/940] lr: 1.000e-03, eta: 7:42:44, time: 0.633, data_time: 0.004, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8734, loss_cls: 1.2444, loss: 1.2444, grad_norm: 5.0545 2020-07-23 03:37:00,003 - mmaction - INFO - Epoch [63][100/940] lr: 1.000e-03, eta: 7:42:26, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8807, loss_cls: 1.2146, loss: 1.2146, grad_norm: 5.0336 2020-07-23 03:37:12,567 - mmaction - INFO - Epoch [63][120/940] lr: 1.000e-03, eta: 7:42:09, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8762, loss_cls: 1.2276, loss: 1.2276, grad_norm: 5.1768 2020-07-23 03:37:24,481 - mmaction - INFO - Epoch [63][140/940] lr: 1.000e-03, eta: 7:41:51, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8639, loss_cls: 1.2583, loss: 1.2583, grad_norm: 5.1616 2020-07-23 03:37:36,263 - mmaction - INFO - Epoch [63][160/940] lr: 1.000e-03, eta: 7:41:33, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8742, loss_cls: 1.2313, loss: 1.2313, grad_norm: 5.1142 2020-07-23 03:37:48,038 - mmaction - INFO - Epoch [63][180/940] lr: 1.000e-03, eta: 7:41:15, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8801, loss_cls: 1.2261, loss: 1.2261, grad_norm: 5.1190 2020-07-23 03:38:00,470 - mmaction - INFO - Epoch [63][200/940] lr: 1.000e-03, eta: 7:40:58, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8750, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.1308 2020-07-23 03:38:12,596 - mmaction - INFO - Epoch [63][220/940] lr: 1.000e-03, eta: 7:40:40, time: 0.606, data_time: 0.013, memory: 8344, top1_acc: 0.6826, top5_acc: 0.8699, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.1406 2020-07-23 03:38:25,159 - mmaction - INFO - Epoch [63][240/940] lr: 1.000e-03, eta: 7:40:23, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6863, top5_acc: 0.8805, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.2176 2020-07-23 03:38:37,037 - mmaction - INFO - Epoch [63][260/940] lr: 1.000e-03, eta: 7:40:05, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8738, loss_cls: 1.2518, loss: 1.2518, grad_norm: 5.1372 2020-07-23 03:38:49,425 - mmaction - INFO - Epoch [63][280/940] lr: 1.000e-03, eta: 7:39:47, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8783, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.1588 2020-07-23 03:39:01,743 - mmaction - INFO - Epoch [63][300/940] lr: 1.000e-03, eta: 7:39:30, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8719, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.1178 2020-07-23 03:39:14,130 - mmaction - INFO - Epoch [63][320/940] lr: 1.000e-03, eta: 7:39:12, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8807, loss_cls: 1.2247, loss: 1.2247, grad_norm: 5.1622 2020-07-23 03:39:26,122 - mmaction - INFO - Epoch [63][340/940] lr: 1.000e-03, eta: 7:38:55, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8779, loss_cls: 1.2220, loss: 1.2220, grad_norm: 5.1214 2020-07-23 03:39:38,610 - mmaction - INFO - Epoch [63][360/940] lr: 1.000e-03, eta: 7:38:37, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2558, loss: 1.2558, grad_norm: 5.2140 2020-07-23 03:39:50,465 - mmaction - INFO - Epoch [63][380/940] lr: 1.000e-03, eta: 7:38:19, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8760, loss_cls: 1.2371, loss: 1.2371, grad_norm: 5.1410 2020-07-23 03:40:03,102 - mmaction - INFO - Epoch [63][400/940] lr: 1.000e-03, eta: 7:38:02, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8730, loss_cls: 1.2354, loss: 1.2354, grad_norm: 5.1505 2020-07-23 03:40:14,941 - mmaction - INFO - Epoch [63][420/940] lr: 1.000e-03, eta: 7:37:44, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8771, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.1204 2020-07-23 03:40:26,767 - mmaction - INFO - Epoch [63][440/940] lr: 1.000e-03, eta: 7:37:27, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8752, loss_cls: 1.2387, loss: 1.2387, grad_norm: 5.0895 2020-07-23 03:40:38,790 - mmaction - INFO - Epoch [63][460/940] lr: 1.000e-03, eta: 7:37:09, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8791, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.1382 2020-07-23 03:40:50,623 - mmaction - INFO - Epoch [63][480/940] lr: 1.000e-03, eta: 7:36:51, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8744, loss_cls: 1.2429, loss: 1.2429, grad_norm: 5.1144 2020-07-23 03:41:03,302 - mmaction - INFO - Epoch [63][500/940] lr: 1.000e-03, eta: 7:36:34, time: 0.634, data_time: 0.001, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8764, loss_cls: 1.2464, loss: 1.2464, grad_norm: 5.1848 2020-07-23 03:41:15,102 - mmaction - INFO - Epoch [63][520/940] lr: 1.000e-03, eta: 7:36:16, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8764, loss_cls: 1.2187, loss: 1.2187, grad_norm: 5.0749 2020-07-23 03:41:27,534 - mmaction - INFO - Epoch [63][540/940] lr: 1.000e-03, eta: 7:35:59, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8777, loss_cls: 1.2232, loss: 1.2232, grad_norm: 5.1046 2020-07-23 03:41:39,411 - mmaction - INFO - Epoch [63][560/940] lr: 1.000e-03, eta: 7:35:41, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8779, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.1298 2020-07-23 03:41:52,208 - mmaction - INFO - Epoch [63][580/940] lr: 1.000e-03, eta: 7:35:24, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8705, loss_cls: 1.2675, loss: 1.2675, grad_norm: 5.1709 2020-07-23 03:42:04,271 - mmaction - INFO - Epoch [63][600/940] lr: 1.000e-03, eta: 7:35:06, time: 0.605, data_time: 0.009, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8723, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.1523 2020-07-23 03:42:16,170 - mmaction - INFO - Epoch [63][620/940] lr: 1.000e-03, eta: 7:34:48, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.1423 2020-07-23 03:42:27,939 - mmaction - INFO - Epoch [63][640/940] lr: 1.000e-03, eta: 7:34:30, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8740, loss_cls: 1.2458, loss: 1.2458, grad_norm: 5.1153 2020-07-23 03:42:39,723 - mmaction - INFO - Epoch [63][660/940] lr: 1.000e-03, eta: 7:34:13, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8750, loss_cls: 1.2452, loss: 1.2452, grad_norm: 5.1898 2020-07-23 03:42:52,392 - mmaction - INFO - Epoch [63][680/940] lr: 1.000e-03, eta: 7:33:55, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8777, loss_cls: 1.2547, loss: 1.2547, grad_norm: 5.1151 2020-07-23 03:43:04,176 - mmaction - INFO - Epoch [63][700/940] lr: 1.000e-03, eta: 7:33:38, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8705, loss_cls: 1.2356, loss: 1.2356, grad_norm: 5.1198 2020-07-23 03:43:16,121 - mmaction - INFO - Epoch [63][720/940] lr: 1.000e-03, eta: 7:33:20, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8750, loss_cls: 1.2644, loss: 1.2644, grad_norm: 5.1513 2020-07-23 03:43:27,967 - mmaction - INFO - Epoch [63][740/940] lr: 1.000e-03, eta: 7:33:02, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8830, loss_cls: 1.2187, loss: 1.2187, grad_norm: 5.0754 2020-07-23 03:43:39,768 - mmaction - INFO - Epoch [63][760/940] lr: 1.000e-03, eta: 7:32:44, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8680, loss_cls: 1.2968, loss: 1.2968, grad_norm: 5.2663 2020-07-23 03:43:51,593 - mmaction - INFO - Epoch [63][780/940] lr: 1.000e-03, eta: 7:32:27, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6850, top5_acc: 0.8781, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.2379 2020-07-23 03:44:03,421 - mmaction - INFO - Epoch [63][800/940] lr: 1.000e-03, eta: 7:32:09, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8727, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.1093 2020-07-23 03:44:15,314 - mmaction - INFO - Epoch [63][820/940] lr: 1.000e-03, eta: 7:31:51, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8723, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.0943 2020-07-23 03:44:27,155 - mmaction - INFO - Epoch [63][840/940] lr: 1.000e-03, eta: 7:31:34, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8814, loss_cls: 1.2146, loss: 1.2146, grad_norm: 5.0939 2020-07-23 03:44:38,850 - mmaction - INFO - Epoch [63][860/940] lr: 1.000e-03, eta: 7:31:16, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2464, loss: 1.2464, grad_norm: 5.0518 2020-07-23 03:44:51,322 - mmaction - INFO - Epoch [63][880/940] lr: 1.000e-03, eta: 7:30:58, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8762, loss_cls: 1.2114, loss: 1.2114, grad_norm: 5.1158 2020-07-23 03:45:03,216 - mmaction - INFO - Epoch [63][900/940] lr: 1.000e-03, eta: 7:30:41, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8748, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.1895 2020-07-23 03:45:15,085 - mmaction - INFO - Epoch [63][920/940] lr: 1.000e-03, eta: 7:30:23, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6818, top5_acc: 0.8760, loss_cls: 1.2744, loss: 1.2744, grad_norm: 5.2569 2020-07-23 03:45:26,349 - mmaction - INFO - Epoch [63][940/940] lr: 1.000e-03, eta: 7:30:05, time: 0.562, data_time: 0.001, memory: 8344, top1_acc: 0.6935, top5_acc: 0.8778, loss_cls: 1.2408, loss: 1.2408, grad_norm: 5.2496 2020-07-23 03:49:11,834 - mmaction - INFO - Epoch [64][20/940] lr: 1.000e-03, eta: 7:31:45, time: 10.581, data_time: 9.862, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8809, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.0404 2020-07-23 03:49:24,324 - mmaction - INFO - Epoch [64][40/940] lr: 1.000e-03, eta: 7:31:27, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8664, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.1747 2020-07-23 03:49:36,134 - mmaction - INFO - Epoch [64][60/940] lr: 1.000e-03, eta: 7:31:09, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8771, loss_cls: 1.2081, loss: 1.2081, grad_norm: 5.0926 2020-07-23 03:49:48,534 - mmaction - INFO - Epoch [64][80/940] lr: 1.000e-03, eta: 7:30:52, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8740, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.1119 2020-07-23 03:50:00,898 - mmaction - INFO - Epoch [64][100/940] lr: 1.000e-03, eta: 7:30:34, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8848, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.1454 2020-07-23 03:50:12,791 - mmaction - INFO - Epoch [64][120/940] lr: 1.000e-03, eta: 7:30:17, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8791, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.1625 2020-07-23 03:50:24,683 - mmaction - INFO - Epoch [64][140/940] lr: 1.000e-03, eta: 7:29:59, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8791, loss_cls: 1.2066, loss: 1.2066, grad_norm: 5.1081 2020-07-23 03:50:37,011 - mmaction - INFO - Epoch [64][160/940] lr: 1.000e-03, eta: 7:29:41, time: 0.618, data_time: 0.004, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8699, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.1830 2020-07-23 03:50:49,496 - mmaction - INFO - Epoch [64][180/940] lr: 1.000e-03, eta: 7:29:24, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8801, loss_cls: 1.2264, loss: 1.2264, grad_norm: 5.1441 2020-07-23 03:51:01,424 - mmaction - INFO - Epoch [64][200/940] lr: 1.000e-03, eta: 7:29:06, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6850, top5_acc: 0.8760, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.2560 2020-07-23 03:51:13,932 - mmaction - INFO - Epoch [64][220/940] lr: 1.000e-03, eta: 7:28:49, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8865, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.1364 2020-07-23 03:51:26,303 - mmaction - INFO - Epoch [64][240/940] lr: 1.000e-03, eta: 7:28:32, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8738, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.2523 2020-07-23 03:51:38,105 - mmaction - INFO - Epoch [64][260/940] lr: 1.000e-03, eta: 7:28:14, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8779, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.1209 2020-07-23 03:51:50,511 - mmaction - INFO - Epoch [64][280/940] lr: 1.000e-03, eta: 7:27:56, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8727, loss_cls: 1.2359, loss: 1.2359, grad_norm: 5.1332 2020-07-23 03:52:02,309 - mmaction - INFO - Epoch [64][300/940] lr: 1.000e-03, eta: 7:27:39, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8824, loss_cls: 1.1911, loss: 1.1911, grad_norm: 5.1135 2020-07-23 03:52:14,154 - mmaction - INFO - Epoch [64][320/940] lr: 1.000e-03, eta: 7:27:21, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8721, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.1095 2020-07-23 03:52:26,060 - mmaction - INFO - Epoch [64][340/940] lr: 1.000e-03, eta: 7:27:03, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8791, loss_cls: 1.2321, loss: 1.2321, grad_norm: 5.1813 2020-07-23 03:52:38,372 - mmaction - INFO - Epoch [64][360/940] lr: 1.000e-03, eta: 7:26:46, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8770, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.1628 2020-07-23 03:52:50,211 - mmaction - INFO - Epoch [64][380/940] lr: 1.000e-03, eta: 7:26:28, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8836, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.1795 2020-07-23 03:53:02,619 - mmaction - INFO - Epoch [64][400/940] lr: 1.000e-03, eta: 7:26:10, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8801, loss_cls: 1.2404, loss: 1.2404, grad_norm: 5.2500 2020-07-23 03:53:14,426 - mmaction - INFO - Epoch [64][420/940] lr: 1.000e-03, eta: 7:25:53, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8852, loss_cls: 1.1874, loss: 1.1874, grad_norm: 5.1837 2020-07-23 03:53:26,422 - mmaction - INFO - Epoch [64][440/940] lr: 1.000e-03, eta: 7:25:35, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8727, loss_cls: 1.2639, loss: 1.2639, grad_norm: 5.2793 2020-07-23 03:53:38,339 - mmaction - INFO - Epoch [64][460/940] lr: 1.000e-03, eta: 7:25:17, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8826, loss_cls: 1.2046, loss: 1.2046, grad_norm: 5.1725 2020-07-23 03:53:50,136 - mmaction - INFO - Epoch [64][480/940] lr: 1.000e-03, eta: 7:25:00, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8814, loss_cls: 1.2123, loss: 1.2123, grad_norm: 5.1539 2020-07-23 03:54:02,001 - mmaction - INFO - Epoch [64][500/940] lr: 1.000e-03, eta: 7:24:42, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8709, loss_cls: 1.2473, loss: 1.2473, grad_norm: 5.2222 2020-07-23 03:54:14,297 - mmaction - INFO - Epoch [64][520/940] lr: 1.000e-03, eta: 7:24:25, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8740, loss_cls: 1.2527, loss: 1.2527, grad_norm: 5.1951 2020-07-23 03:54:26,179 - mmaction - INFO - Epoch [64][540/940] lr: 1.000e-03, eta: 7:24:07, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8768, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.1699 2020-07-23 03:54:38,004 - mmaction - INFO - Epoch [64][560/940] lr: 1.000e-03, eta: 7:23:49, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8748, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.1353 2020-07-23 03:54:49,773 - mmaction - INFO - Epoch [64][580/940] lr: 1.000e-03, eta: 7:23:31, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8732, loss_cls: 1.2393, loss: 1.2393, grad_norm: 5.1323 2020-07-23 03:55:01,604 - mmaction - INFO - Epoch [64][600/940] lr: 1.000e-03, eta: 7:23:14, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8828, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.0771 2020-07-23 03:55:14,637 - mmaction - INFO - Epoch [64][620/940] lr: 1.000e-03, eta: 7:22:56, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8764, loss_cls: 1.2307, loss: 1.2307, grad_norm: 5.1911 2020-07-23 03:55:26,582 - mmaction - INFO - Epoch [64][640/940] lr: 1.000e-03, eta: 7:22:39, time: 0.619, data_time: 0.026, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8818, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.0499 2020-07-23 03:55:38,407 - mmaction - INFO - Epoch [64][660/940] lr: 1.000e-03, eta: 7:22:21, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8746, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.1285 2020-07-23 03:55:50,202 - mmaction - INFO - Epoch [64][680/940] lr: 1.000e-03, eta: 7:22:04, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8799, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.1486 2020-07-23 03:56:02,009 - mmaction - INFO - Epoch [64][700/940] lr: 1.000e-03, eta: 7:21:46, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8705, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.1730 2020-07-23 03:56:13,833 - mmaction - INFO - Epoch [64][720/940] lr: 1.000e-03, eta: 7:21:28, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8750, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.2125 2020-07-23 03:56:25,780 - mmaction - INFO - Epoch [64][740/940] lr: 1.000e-03, eta: 7:21:11, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8762, loss_cls: 1.2384, loss: 1.2384, grad_norm: 5.1888 2020-07-23 03:56:37,690 - mmaction - INFO - Epoch [64][760/940] lr: 1.000e-03, eta: 7:20:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8729, loss_cls: 1.2578, loss: 1.2578, grad_norm: 5.1670 2020-07-23 03:56:50,420 - mmaction - INFO - Epoch [64][780/940] lr: 1.000e-03, eta: 7:20:36, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8795, loss_cls: 1.2045, loss: 1.2045, grad_norm: 5.0660 2020-07-23 03:57:02,220 - mmaction - INFO - Epoch [64][800/940] lr: 1.000e-03, eta: 7:20:18, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8686, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.2569 2020-07-23 03:57:14,349 - mmaction - INFO - Epoch [64][820/940] lr: 1.000e-03, eta: 7:20:01, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8740, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.1929 2020-07-23 03:57:26,265 - mmaction - INFO - Epoch [64][840/940] lr: 1.000e-03, eta: 7:19:43, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8717, loss_cls: 1.2465, loss: 1.2465, grad_norm: 5.1008 2020-07-23 03:57:38,167 - mmaction - INFO - Epoch [64][860/940] lr: 1.000e-03, eta: 7:19:26, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2445, loss: 1.2445, grad_norm: 5.2080 2020-07-23 03:57:50,715 - mmaction - INFO - Epoch [64][880/940] lr: 1.000e-03, eta: 7:19:08, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8754, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.1884 2020-07-23 03:58:02,754 - mmaction - INFO - Epoch [64][900/940] lr: 1.000e-03, eta: 7:18:51, time: 0.602, data_time: 0.017, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8766, loss_cls: 1.2299, loss: 1.2299, grad_norm: 5.2323 2020-07-23 03:58:15,215 - mmaction - INFO - Epoch [64][920/940] lr: 1.000e-03, eta: 7:18:34, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8670, loss_cls: 1.2903, loss: 1.2903, grad_norm: 5.3070 2020-07-23 03:58:26,417 - mmaction - INFO - Epoch [64][940/940] lr: 1.000e-03, eta: 7:18:16, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8756, loss_cls: 1.2570, loss: 1.2570, grad_norm: 5.2905 2020-07-23 04:01:51,017 - mmaction - INFO - Epoch [65][20/940] lr: 1.000e-03, eta: 7:19:42, time: 9.815, data_time: 9.095, memory: 8344, top1_acc: 0.6844, top5_acc: 0.8760, loss_cls: 1.2536, loss: 1.2536, grad_norm: 5.2346 2020-07-23 04:02:02,967 - mmaction - INFO - Epoch [65][40/940] lr: 1.000e-03, eta: 7:19:24, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8809, loss_cls: 1.2150, loss: 1.2150, grad_norm: 5.1721 2020-07-23 04:02:15,535 - mmaction - INFO - Epoch [65][60/940] lr: 1.000e-03, eta: 7:19:07, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8787, loss_cls: 1.2256, loss: 1.2256, grad_norm: 5.1602 2020-07-23 04:02:27,338 - mmaction - INFO - Epoch [65][80/940] lr: 1.000e-03, eta: 7:18:49, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8715, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.1912 2020-07-23 04:02:39,797 - mmaction - INFO - Epoch [65][100/940] lr: 1.000e-03, eta: 7:18:32, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8785, loss_cls: 1.2226, loss: 1.2226, grad_norm: 5.1958 2020-07-23 04:02:51,523 - mmaction - INFO - Epoch [65][120/940] lr: 1.000e-03, eta: 7:18:14, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8768, loss_cls: 1.2221, loss: 1.2221, grad_norm: 5.2718 2020-07-23 04:03:03,405 - mmaction - INFO - Epoch [65][140/940] lr: 1.000e-03, eta: 7:17:56, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8785, loss_cls: 1.2188, loss: 1.2188, grad_norm: 5.1937 2020-07-23 04:03:15,193 - mmaction - INFO - Epoch [65][160/940] lr: 1.000e-03, eta: 7:17:38, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8729, loss_cls: 1.2175, loss: 1.2175, grad_norm: 5.1470 2020-07-23 04:03:27,577 - mmaction - INFO - Epoch [65][180/940] lr: 1.000e-03, eta: 7:17:21, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8787, loss_cls: 1.2010, loss: 1.2010, grad_norm: 5.0867 2020-07-23 04:03:40,465 - mmaction - INFO - Epoch [65][200/940] lr: 1.000e-03, eta: 7:17:04, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8779, loss_cls: 1.2128, loss: 1.2128, grad_norm: 5.1956 2020-07-23 04:03:52,201 - mmaction - INFO - Epoch [65][220/940] lr: 1.000e-03, eta: 7:16:46, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8750, loss_cls: 1.2394, loss: 1.2394, grad_norm: 5.2019 2020-07-23 04:04:04,709 - mmaction - INFO - Epoch [65][240/940] lr: 1.000e-03, eta: 7:16:29, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8770, loss_cls: 1.2418, loss: 1.2418, grad_norm: 5.2114 2020-07-23 04:04:16,497 - mmaction - INFO - Epoch [65][260/940] lr: 1.000e-03, eta: 7:16:11, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8740, loss_cls: 1.2547, loss: 1.2547, grad_norm: 5.1945 2020-07-23 04:04:28,969 - mmaction - INFO - Epoch [65][280/940] lr: 1.000e-03, eta: 7:15:54, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8781, loss_cls: 1.2354, loss: 1.2354, grad_norm: 5.1950 2020-07-23 04:04:40,947 - mmaction - INFO - Epoch [65][300/940] lr: 1.000e-03, eta: 7:15:36, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8811, loss_cls: 1.1896, loss: 1.1896, grad_norm: 5.0597 2020-07-23 04:04:53,390 - mmaction - INFO - Epoch [65][320/940] lr: 1.000e-03, eta: 7:15:19, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8770, loss_cls: 1.2282, loss: 1.2282, grad_norm: 5.1954 2020-07-23 04:05:05,340 - mmaction - INFO - Epoch [65][340/940] lr: 1.000e-03, eta: 7:15:01, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8816, loss_cls: 1.2055, loss: 1.2055, grad_norm: 5.1174 2020-07-23 04:05:17,156 - mmaction - INFO - Epoch [65][360/940] lr: 1.000e-03, eta: 7:14:44, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8781, loss_cls: 1.2230, loss: 1.2230, grad_norm: 5.2363 2020-07-23 04:05:29,739 - mmaction - INFO - Epoch [65][380/940] lr: 1.000e-03, eta: 7:14:27, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8713, loss_cls: 1.2309, loss: 1.2309, grad_norm: 5.2342 2020-07-23 04:05:42,205 - mmaction - INFO - Epoch [65][400/940] lr: 1.000e-03, eta: 7:14:09, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8789, loss_cls: 1.2119, loss: 1.2119, grad_norm: 5.2395 2020-07-23 04:05:53,969 - mmaction - INFO - Epoch [65][420/940] lr: 1.000e-03, eta: 7:13:52, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8768, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.2391 2020-07-23 04:06:06,586 - mmaction - INFO - Epoch [65][440/940] lr: 1.000e-03, eta: 7:13:34, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2534, loss: 1.2534, grad_norm: 5.2526 2020-07-23 04:06:18,553 - mmaction - INFO - Epoch [65][460/940] lr: 1.000e-03, eta: 7:13:17, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8746, loss_cls: 1.2275, loss: 1.2275, grad_norm: 5.2100 2020-07-23 04:06:30,335 - mmaction - INFO - Epoch [65][480/940] lr: 1.000e-03, eta: 7:12:59, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8727, loss_cls: 1.2357, loss: 1.2357, grad_norm: 5.1626 2020-07-23 04:06:42,165 - mmaction - INFO - Epoch [65][500/940] lr: 1.000e-03, eta: 7:12:41, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8732, loss_cls: 1.2399, loss: 1.2399, grad_norm: 5.1774 2020-07-23 04:06:54,074 - mmaction - INFO - Epoch [65][520/940] lr: 1.000e-03, eta: 7:12:24, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8756, loss_cls: 1.2427, loss: 1.2427, grad_norm: 5.2328 2020-07-23 04:07:06,563 - mmaction - INFO - Epoch [65][540/940] lr: 1.000e-03, eta: 7:12:07, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8664, loss_cls: 1.2712, loss: 1.2712, grad_norm: 5.2260 2020-07-23 04:07:18,487 - mmaction - INFO - Epoch [65][560/940] lr: 1.000e-03, eta: 7:11:49, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8643, loss_cls: 1.2619, loss: 1.2619, grad_norm: 5.2039 2020-07-23 04:07:30,300 - mmaction - INFO - Epoch [65][580/940] lr: 1.000e-03, eta: 7:11:31, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8826, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.2459 2020-07-23 04:07:42,201 - mmaction - INFO - Epoch [65][600/940] lr: 1.000e-03, eta: 7:11:14, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8748, loss_cls: 1.2451, loss: 1.2451, grad_norm: 5.2475 2020-07-23 04:07:54,255 - mmaction - INFO - Epoch [65][620/940] lr: 1.000e-03, eta: 7:10:56, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8766, loss_cls: 1.2278, loss: 1.2278, grad_norm: 5.1556 2020-07-23 04:08:06,703 - mmaction - INFO - Epoch [65][640/940] lr: 1.000e-03, eta: 7:10:39, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8717, loss_cls: 1.2481, loss: 1.2481, grad_norm: 5.1849 2020-07-23 04:08:19,237 - mmaction - INFO - Epoch [65][660/940] lr: 1.000e-03, eta: 7:10:22, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8691, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.2080 2020-07-23 04:08:31,057 - mmaction - INFO - Epoch [65][680/940] lr: 1.000e-03, eta: 7:10:04, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8783, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.3459 2020-07-23 04:08:43,268 - mmaction - INFO - Epoch [65][700/940] lr: 1.000e-03, eta: 7:09:47, time: 0.610, data_time: 0.022, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8750, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.2994 2020-07-23 04:08:56,259 - mmaction - INFO - Epoch [65][720/940] lr: 1.000e-03, eta: 7:09:30, time: 0.649, data_time: 0.002, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8834, loss_cls: 1.2081, loss: 1.2081, grad_norm: 5.1475 2020-07-23 04:09:09,053 - mmaction - INFO - Epoch [65][740/940] lr: 1.000e-03, eta: 7:09:13, time: 0.640, data_time: 0.014, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8822, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.1973 2020-07-23 04:09:20,837 - mmaction - INFO - Epoch [65][760/940] lr: 1.000e-03, eta: 7:08:55, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8750, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.2154 2020-07-23 04:09:33,300 - mmaction - INFO - Epoch [65][780/940] lr: 1.000e-03, eta: 7:08:38, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8768, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.2471 2020-07-23 04:09:45,124 - mmaction - INFO - Epoch [65][800/940] lr: 1.000e-03, eta: 7:08:20, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8783, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.1694 2020-07-23 04:09:57,559 - mmaction - INFO - Epoch [65][820/940] lr: 1.000e-03, eta: 7:08:03, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8746, loss_cls: 1.2302, loss: 1.2302, grad_norm: 5.1780 2020-07-23 04:10:09,380 - mmaction - INFO - Epoch [65][840/940] lr: 1.000e-03, eta: 7:07:46, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8699, loss_cls: 1.2515, loss: 1.2515, grad_norm: 5.2539 2020-07-23 04:10:21,712 - mmaction - INFO - Epoch [65][860/940] lr: 1.000e-03, eta: 7:07:28, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8721, loss_cls: 1.2443, loss: 1.2443, grad_norm: 5.2382 2020-07-23 04:10:33,636 - mmaction - INFO - Epoch [65][880/940] lr: 1.000e-03, eta: 7:07:11, time: 0.596, data_time: 0.009, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8783, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.1126 2020-07-23 04:10:46,138 - mmaction - INFO - Epoch [65][900/940] lr: 1.000e-03, eta: 7:06:54, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2144, loss: 1.2144, grad_norm: 5.2170 2020-07-23 04:10:58,202 - mmaction - INFO - Epoch [65][920/940] lr: 1.000e-03, eta: 7:06:36, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8744, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.2628 2020-07-23 04:11:09,413 - mmaction - INFO - Epoch [65][940/940] lr: 1.000e-03, eta: 7:06:18, time: 0.560, data_time: 0.001, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8833, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.3748 2020-07-23 04:11:17,425 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-07-23 04:13:32,420 - mmaction - INFO - Epoch [66][20/940] lr: 1.000e-03, eta: 7:07:07, time: 6.728, data_time: 6.082, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8807, loss_cls: 1.2185, loss: 1.2185, grad_norm: 5.2641 2020-07-23 04:13:45,023 - mmaction - INFO - Epoch [66][40/940] lr: 1.000e-03, eta: 7:06:50, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8734, loss_cls: 1.2275, loss: 1.2275, grad_norm: 5.1985 2020-07-23 04:13:56,848 - mmaction - INFO - Epoch [66][60/940] lr: 1.000e-03, eta: 7:06:32, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8812, loss_cls: 1.1803, loss: 1.1803, grad_norm: 5.1029 2020-07-23 04:14:09,415 - mmaction - INFO - Epoch [66][80/940] lr: 1.000e-03, eta: 7:06:15, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8756, loss_cls: 1.2357, loss: 1.2357, grad_norm: 5.2049 2020-07-23 04:14:21,215 - mmaction - INFO - Epoch [66][100/940] lr: 1.000e-03, eta: 7:05:57, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8750, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.2339 2020-07-23 04:14:33,014 - mmaction - INFO - Epoch [66][120/940] lr: 1.000e-03, eta: 7:05:39, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8840, loss_cls: 1.2225, loss: 1.2225, grad_norm: 5.2139 2020-07-23 04:14:45,500 - mmaction - INFO - Epoch [66][140/940] lr: 1.000e-03, eta: 7:05:22, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8717, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.2596 2020-07-23 04:14:57,433 - mmaction - INFO - Epoch [66][160/940] lr: 1.000e-03, eta: 7:05:05, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8781, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.1490 2020-07-23 04:15:10,048 - mmaction - INFO - Epoch [66][180/940] lr: 1.000e-03, eta: 7:04:48, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.1623 2020-07-23 04:15:22,016 - mmaction - INFO - Epoch [66][200/940] lr: 1.000e-03, eta: 7:04:30, time: 0.599, data_time: 0.009, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8793, loss_cls: 1.1962, loss: 1.1962, grad_norm: 5.1388 2020-07-23 04:15:34,509 - mmaction - INFO - Epoch [66][220/940] lr: 1.000e-03, eta: 7:04:13, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8736, loss_cls: 1.2413, loss: 1.2413, grad_norm: 5.1716 2020-07-23 04:15:47,206 - mmaction - INFO - Epoch [66][240/940] lr: 1.000e-03, eta: 7:03:56, time: 0.636, data_time: 0.021, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8766, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.2219 2020-07-23 04:15:59,656 - mmaction - INFO - Epoch [66][260/940] lr: 1.000e-03, eta: 7:03:38, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8678, loss_cls: 1.2306, loss: 1.2306, grad_norm: 5.0653 2020-07-23 04:16:11,882 - mmaction - INFO - Epoch [66][280/940] lr: 1.000e-03, eta: 7:03:21, time: 0.612, data_time: 0.009, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8791, loss_cls: 1.2240, loss: 1.2240, grad_norm: 5.2941 2020-07-23 04:16:23,937 - mmaction - INFO - Epoch [66][300/940] lr: 1.000e-03, eta: 7:03:04, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8740, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.2131 2020-07-23 04:16:35,853 - mmaction - INFO - Epoch [66][320/940] lr: 1.000e-03, eta: 7:02:46, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8740, loss_cls: 1.2294, loss: 1.2294, grad_norm: 5.2590 2020-07-23 04:16:48,427 - mmaction - INFO - Epoch [66][340/940] lr: 1.000e-03, eta: 7:02:29, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8768, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.1407 2020-07-23 04:17:00,359 - mmaction - INFO - Epoch [66][360/940] lr: 1.000e-03, eta: 7:02:11, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8836, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.2221 2020-07-23 04:17:12,123 - mmaction - INFO - Epoch [66][380/940] lr: 1.000e-03, eta: 7:01:54, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8805, loss_cls: 1.2173, loss: 1.2173, grad_norm: 5.2622 2020-07-23 04:17:24,806 - mmaction - INFO - Epoch [66][400/940] lr: 1.000e-03, eta: 7:01:37, time: 0.634, data_time: 0.001, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8834, loss_cls: 1.1943, loss: 1.1943, grad_norm: 5.1276 2020-07-23 04:17:36,668 - mmaction - INFO - Epoch [66][420/940] lr: 1.000e-03, eta: 7:01:19, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8738, loss_cls: 1.2397, loss: 1.2397, grad_norm: 5.2406 2020-07-23 04:17:49,093 - mmaction - INFO - Epoch [66][440/940] lr: 1.000e-03, eta: 7:01:02, time: 0.621, data_time: 0.006, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8732, loss_cls: 1.2304, loss: 1.2304, grad_norm: 5.2093 2020-07-23 04:18:01,226 - mmaction - INFO - Epoch [66][460/940] lr: 1.000e-03, eta: 7:00:45, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2109, loss: 1.2109, grad_norm: 5.1416 2020-07-23 04:18:13,111 - mmaction - INFO - Epoch [66][480/940] lr: 1.000e-03, eta: 7:00:27, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8783, loss_cls: 1.2094, loss: 1.2094, grad_norm: 5.1834 2020-07-23 04:18:25,674 - mmaction - INFO - Epoch [66][500/940] lr: 1.000e-03, eta: 7:00:10, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8701, loss_cls: 1.2447, loss: 1.2447, grad_norm: 5.1780 2020-07-23 04:18:38,008 - mmaction - INFO - Epoch [66][520/940] lr: 1.000e-03, eta: 6:59:53, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8695, loss_cls: 1.2612, loss: 1.2612, grad_norm: 5.2950 2020-07-23 04:18:50,399 - mmaction - INFO - Epoch [66][540/940] lr: 1.000e-03, eta: 6:59:36, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8812, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.1621 2020-07-23 04:19:02,414 - mmaction - INFO - Epoch [66][560/940] lr: 1.000e-03, eta: 6:59:18, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8789, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.0710 2020-07-23 04:19:14,268 - mmaction - INFO - Epoch [66][580/940] lr: 1.000e-03, eta: 6:59:01, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8801, loss_cls: 1.2275, loss: 1.2275, grad_norm: 5.2064 2020-07-23 04:19:26,094 - mmaction - INFO - Epoch [66][600/940] lr: 1.000e-03, eta: 6:58:43, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1952, loss: 1.1952, grad_norm: 5.1517 2020-07-23 04:19:37,826 - mmaction - INFO - Epoch [66][620/940] lr: 1.000e-03, eta: 6:58:26, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8791, loss_cls: 1.2218, loss: 1.2218, grad_norm: 5.3204 2020-07-23 04:19:50,423 - mmaction - INFO - Epoch [66][640/940] lr: 1.000e-03, eta: 6:58:08, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8748, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.1547 2020-07-23 04:20:02,166 - mmaction - INFO - Epoch [66][660/940] lr: 1.000e-03, eta: 6:57:51, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8809, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.1776 2020-07-23 04:20:14,183 - mmaction - INFO - Epoch [66][680/940] lr: 1.000e-03, eta: 6:57:34, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8727, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.2566 2020-07-23 04:20:26,105 - mmaction - INFO - Epoch [66][700/940] lr: 1.000e-03, eta: 6:57:16, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8830, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.1901 2020-07-23 04:20:38,538 - mmaction - INFO - Epoch [66][720/940] lr: 1.000e-03, eta: 6:56:59, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6789, top5_acc: 0.8732, loss_cls: 1.2649, loss: 1.2649, grad_norm: 5.3674 2020-07-23 04:20:51,054 - mmaction - INFO - Epoch [66][740/940] lr: 1.000e-03, eta: 6:56:42, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8723, loss_cls: 1.2475, loss: 1.2475, grad_norm: 5.3823 2020-07-23 04:21:03,371 - mmaction - INFO - Epoch [66][760/940] lr: 1.000e-03, eta: 6:56:25, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8826, loss_cls: 1.1960, loss: 1.1960, grad_norm: 5.2402 2020-07-23 04:21:15,688 - mmaction - INFO - Epoch [66][780/940] lr: 1.000e-03, eta: 6:56:07, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8760, loss_cls: 1.2383, loss: 1.2383, grad_norm: 5.2280 2020-07-23 04:21:28,251 - mmaction - INFO - Epoch [66][800/940] lr: 1.000e-03, eta: 6:55:50, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8773, loss_cls: 1.2366, loss: 1.2366, grad_norm: 5.2860 2020-07-23 04:21:40,668 - mmaction - INFO - Epoch [66][820/940] lr: 1.000e-03, eta: 6:55:33, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8799, loss_cls: 1.2005, loss: 1.2005, grad_norm: 5.2934 2020-07-23 04:21:52,454 - mmaction - INFO - Epoch [66][840/940] lr: 1.000e-03, eta: 6:55:16, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8807, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.2786 2020-07-23 04:22:04,273 - mmaction - INFO - Epoch [66][860/940] lr: 1.000e-03, eta: 6:54:58, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8834, loss_cls: 1.2072, loss: 1.2072, grad_norm: 5.2731 2020-07-23 04:22:16,070 - mmaction - INFO - Epoch [66][880/940] lr: 1.000e-03, eta: 6:54:41, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8719, loss_cls: 1.2578, loss: 1.2578, grad_norm: 5.3162 2020-07-23 04:22:28,541 - mmaction - INFO - Epoch [66][900/940] lr: 1.000e-03, eta: 6:54:24, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8754, loss_cls: 1.2346, loss: 1.2346, grad_norm: 5.2278 2020-07-23 04:22:40,937 - mmaction - INFO - Epoch [66][920/940] lr: 1.000e-03, eta: 6:54:06, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8744, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.2173 2020-07-23 04:22:52,079 - mmaction - INFO - Epoch [66][940/940] lr: 1.000e-03, eta: 6:53:49, time: 0.558, data_time: 0.003, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8740, loss_cls: 1.2415, loss: 1.2415, grad_norm: 5.3859 2020-07-23 04:25:20,320 - mmaction - INFO - Epoch [67][20/940] lr: 1.000e-03, eta: 6:54:37, time: 6.974, data_time: 6.288, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8793, loss_cls: 1.2225, loss: 1.2225, grad_norm: 5.2075 2020-07-23 04:25:31,932 - mmaction - INFO - Epoch [67][40/940] lr: 1.000e-03, eta: 6:54:19, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2256, loss: 1.2256, grad_norm: 5.1406 2020-07-23 04:25:44,317 - mmaction - INFO - Epoch [67][60/940] lr: 1.000e-03, eta: 6:54:02, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8811, loss_cls: 1.1983, loss: 1.1983, grad_norm: 5.2403 2020-07-23 04:25:56,726 - mmaction - INFO - Epoch [67][80/940] lr: 1.000e-03, eta: 6:53:45, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8822, loss_cls: 1.2113, loss: 1.2113, grad_norm: 5.2873 2020-07-23 04:26:11,086 - mmaction - INFO - Epoch [67][100/940] lr: 1.000e-03, eta: 6:53:29, time: 0.719, data_time: 0.002, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8818, loss_cls: 1.1719, loss: 1.1719, grad_norm: 5.1532 2020-07-23 04:26:35,779 - mmaction - INFO - Epoch [67][120/940] lr: 1.000e-03, eta: 6:53:18, time: 1.231, data_time: 0.009, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8830, loss_cls: 1.2038, loss: 1.2038, grad_norm: 5.2824 2020-07-23 04:27:04,845 - mmaction - INFO - Epoch [67][140/940] lr: 1.000e-03, eta: 6:53:09, time: 1.455, data_time: 0.209, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8840, loss_cls: 1.2015, loss: 1.2015, grad_norm: 5.2766 2020-07-23 04:27:17,448 - mmaction - INFO - Epoch [67][160/940] lr: 1.000e-03, eta: 6:52:52, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8752, loss_cls: 1.2057, loss: 1.2057, grad_norm: 5.0650 2020-07-23 04:27:29,189 - mmaction - INFO - Epoch [67][180/940] lr: 1.000e-03, eta: 6:52:34, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8809, loss_cls: 1.2173, loss: 1.2173, grad_norm: 5.2365 2020-07-23 04:27:41,777 - mmaction - INFO - Epoch [67][200/940] lr: 1.000e-03, eta: 6:52:17, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8672, loss_cls: 1.2561, loss: 1.2561, grad_norm: 5.3028 2020-07-23 04:27:54,042 - mmaction - INFO - Epoch [67][220/940] lr: 1.000e-03, eta: 6:52:00, time: 0.613, data_time: 0.014, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8832, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.2199 2020-07-23 04:28:06,567 - mmaction - INFO - Epoch [67][240/940] lr: 1.000e-03, eta: 6:51:43, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8717, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.3756 2020-07-23 04:28:18,351 - mmaction - INFO - Epoch [67][260/940] lr: 1.000e-03, eta: 6:51:25, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8781, loss_cls: 1.2326, loss: 1.2326, grad_norm: 5.4071 2020-07-23 04:28:30,258 - mmaction - INFO - Epoch [67][280/940] lr: 1.000e-03, eta: 6:51:08, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8838, loss_cls: 1.1940, loss: 1.1940, grad_norm: 5.1998 2020-07-23 04:28:42,147 - mmaction - INFO - Epoch [67][300/940] lr: 1.000e-03, eta: 6:50:50, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8814, loss_cls: 1.2039, loss: 1.2039, grad_norm: 5.1860 2020-07-23 04:28:53,904 - mmaction - INFO - Epoch [67][320/940] lr: 1.000e-03, eta: 6:50:33, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8889, loss_cls: 1.1639, loss: 1.1639, grad_norm: 5.0819 2020-07-23 04:29:06,286 - mmaction - INFO - Epoch [67][340/940] lr: 1.000e-03, eta: 6:50:16, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8781, loss_cls: 1.2124, loss: 1.2124, grad_norm: 5.2510 2020-07-23 04:29:18,216 - mmaction - INFO - Epoch [67][360/940] lr: 1.000e-03, eta: 6:49:58, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8836, loss_cls: 1.2027, loss: 1.2027, grad_norm: 5.2618 2020-07-23 04:29:30,615 - mmaction - INFO - Epoch [67][380/940] lr: 1.000e-03, eta: 6:49:41, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8820, loss_cls: 1.1703, loss: 1.1703, grad_norm: 5.0991 2020-07-23 04:29:42,513 - mmaction - INFO - Epoch [67][400/940] lr: 1.000e-03, eta: 6:49:24, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8771, loss_cls: 1.2662, loss: 1.2662, grad_norm: 5.3284 2020-07-23 04:29:54,957 - mmaction - INFO - Epoch [67][420/940] lr: 1.000e-03, eta: 6:49:07, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8840, loss_cls: 1.1863, loss: 1.1863, grad_norm: 5.2092 2020-07-23 04:30:06,941 - mmaction - INFO - Epoch [67][440/940] lr: 1.000e-03, eta: 6:48:49, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8699, loss_cls: 1.2591, loss: 1.2591, grad_norm: 5.3547 2020-07-23 04:30:18,859 - mmaction - INFO - Epoch [67][460/940] lr: 1.000e-03, eta: 6:48:32, time: 0.596, data_time: 0.006, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8756, loss_cls: 1.2247, loss: 1.2247, grad_norm: 5.3020 2020-07-23 04:30:31,361 - mmaction - INFO - Epoch [67][480/940] lr: 1.000e-03, eta: 6:48:15, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8799, loss_cls: 1.2247, loss: 1.2247, grad_norm: 5.3608 2020-07-23 04:30:43,186 - mmaction - INFO - Epoch [67][500/940] lr: 1.000e-03, eta: 6:47:57, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8824, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.2536 2020-07-23 04:30:55,224 - mmaction - INFO - Epoch [67][520/940] lr: 1.000e-03, eta: 6:47:40, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8799, loss_cls: 1.1934, loss: 1.1934, grad_norm: 5.1693 2020-07-23 04:31:07,178 - mmaction - INFO - Epoch [67][540/940] lr: 1.000e-03, eta: 6:47:23, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2035, loss: 1.2035, grad_norm: 5.2686 2020-07-23 04:31:19,061 - mmaction - INFO - Epoch [67][560/940] lr: 1.000e-03, eta: 6:47:05, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8756, loss_cls: 1.2218, loss: 1.2218, grad_norm: 5.1921 2020-07-23 04:31:31,558 - mmaction - INFO - Epoch [67][580/940] lr: 1.000e-03, eta: 6:46:48, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8705, loss_cls: 1.2482, loss: 1.2482, grad_norm: 5.2340 2020-07-23 04:31:43,978 - mmaction - INFO - Epoch [67][600/940] lr: 1.000e-03, eta: 6:46:31, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8752, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.1714 2020-07-23 04:31:55,866 - mmaction - INFO - Epoch [67][620/940] lr: 1.000e-03, eta: 6:46:14, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8752, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.2763 2020-07-23 04:32:07,663 - mmaction - INFO - Epoch [67][640/940] lr: 1.000e-03, eta: 6:45:56, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8793, loss_cls: 1.2178, loss: 1.2178, grad_norm: 5.1796 2020-07-23 04:32:20,159 - mmaction - INFO - Epoch [67][660/940] lr: 1.000e-03, eta: 6:45:39, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8807, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.2515 2020-07-23 04:32:31,946 - mmaction - INFO - Epoch [67][680/940] lr: 1.000e-03, eta: 6:45:22, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8773, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.2797 2020-07-23 04:32:43,827 - mmaction - INFO - Epoch [67][700/940] lr: 1.000e-03, eta: 6:45:04, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8732, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.3146 2020-07-23 04:32:56,374 - mmaction - INFO - Epoch [67][720/940] lr: 1.000e-03, eta: 6:44:47, time: 0.627, data_time: 0.004, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8826, loss_cls: 1.2070, loss: 1.2070, grad_norm: 5.2129 2020-07-23 04:33:08,253 - mmaction - INFO - Epoch [67][740/940] lr: 1.000e-03, eta: 6:44:30, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8717, loss_cls: 1.2497, loss: 1.2497, grad_norm: 5.3397 2020-07-23 04:33:20,633 - mmaction - INFO - Epoch [67][760/940] lr: 1.000e-03, eta: 6:44:13, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8793, loss_cls: 1.2161, loss: 1.2161, grad_norm: 5.2110 2020-07-23 04:33:32,963 - mmaction - INFO - Epoch [67][780/940] lr: 1.000e-03, eta: 6:43:56, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6807, top5_acc: 0.8637, loss_cls: 1.3014, loss: 1.3014, grad_norm: 5.3305 2020-07-23 04:33:44,743 - mmaction - INFO - Epoch [67][800/940] lr: 1.000e-03, eta: 6:43:38, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8770, loss_cls: 1.2642, loss: 1.2642, grad_norm: 5.3878 2020-07-23 04:33:56,580 - mmaction - INFO - Epoch [67][820/940] lr: 1.000e-03, eta: 6:43:21, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.2004, loss: 1.2004, grad_norm: 5.2722 2020-07-23 04:34:08,671 - mmaction - INFO - Epoch [67][840/940] lr: 1.000e-03, eta: 6:43:04, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8740, loss_cls: 1.2253, loss: 1.2253, grad_norm: 5.2457 2020-07-23 04:34:20,460 - mmaction - INFO - Epoch [67][860/940] lr: 1.000e-03, eta: 6:42:46, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8750, loss_cls: 1.2430, loss: 1.2430, grad_norm: 5.3371 2020-07-23 04:34:32,341 - mmaction - INFO - Epoch [67][880/940] lr: 1.000e-03, eta: 6:42:29, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8756, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.2908 2020-07-23 04:34:44,234 - mmaction - INFO - Epoch [67][900/940] lr: 1.000e-03, eta: 6:42:11, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8742, loss_cls: 1.2265, loss: 1.2265, grad_norm: 5.3774 2020-07-23 04:34:56,572 - mmaction - INFO - Epoch [67][920/940] lr: 1.000e-03, eta: 6:41:54, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8783, loss_cls: 1.2150, loss: 1.2150, grad_norm: 5.2695 2020-07-23 04:35:07,817 - mmaction - INFO - Epoch [67][940/940] lr: 1.000e-03, eta: 6:41:37, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.6933, top5_acc: 0.8803, loss_cls: 1.2120, loss: 1.2120, grad_norm: 5.3053 2020-07-23 04:39:55,063 - mmaction - INFO - Epoch [68][20/940] lr: 1.000e-03, eta: 6:43:32, time: 14.060, data_time: 12.832, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8746, loss_cls: 1.2234, loss: 1.2234, grad_norm: 5.2677 2020-07-23 04:40:20,822 - mmaction - INFO - Epoch [68][40/940] lr: 1.000e-03, eta: 6:43:21, time: 1.290, data_time: 0.021, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8781, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.2667 2020-07-23 04:40:46,310 - mmaction - INFO - Epoch [68][60/940] lr: 1.000e-03, eta: 6:43:10, time: 1.275, data_time: 0.018, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8703, loss_cls: 1.2257, loss: 1.2257, grad_norm: 5.3049 2020-07-23 04:41:07,757 - mmaction - INFO - Epoch [68][80/940] lr: 1.000e-03, eta: 6:42:58, time: 1.074, data_time: 0.090, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8791, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.2302 2020-07-23 04:41:20,222 - mmaction - INFO - Epoch [68][100/940] lr: 1.000e-03, eta: 6:42:41, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8855, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.2993 2020-07-23 04:41:32,556 - mmaction - INFO - Epoch [68][120/940] lr: 1.000e-03, eta: 6:42:23, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8783, loss_cls: 1.2117, loss: 1.2117, grad_norm: 5.2645 2020-07-23 04:41:44,453 - mmaction - INFO - Epoch [68][140/940] lr: 1.000e-03, eta: 6:42:06, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8725, loss_cls: 1.2364, loss: 1.2364, grad_norm: 5.2756 2020-07-23 04:41:56,867 - mmaction - INFO - Epoch [68][160/940] lr: 1.000e-03, eta: 6:41:49, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8742, loss_cls: 1.2346, loss: 1.2346, grad_norm: 5.2929 2020-07-23 04:42:09,211 - mmaction - INFO - Epoch [68][180/940] lr: 1.000e-03, eta: 6:41:31, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8865, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.3106 2020-07-23 04:42:21,068 - mmaction - INFO - Epoch [68][200/940] lr: 1.000e-03, eta: 6:41:14, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8863, loss_cls: 1.1534, loss: 1.1534, grad_norm: 5.1982 2020-07-23 04:42:33,033 - mmaction - INFO - Epoch [68][220/940] lr: 1.000e-03, eta: 6:40:57, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8758, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.3232 2020-07-23 04:42:44,778 - mmaction - INFO - Epoch [68][240/940] lr: 1.000e-03, eta: 6:40:39, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1844, loss: 1.1844, grad_norm: 5.1742 2020-07-23 04:42:57,177 - mmaction - INFO - Epoch [68][260/940] lr: 1.000e-03, eta: 6:40:22, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8775, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.2454 2020-07-23 04:43:09,497 - mmaction - INFO - Epoch [68][280/940] lr: 1.000e-03, eta: 6:40:05, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8811, loss_cls: 1.1822, loss: 1.1822, grad_norm: 5.1886 2020-07-23 04:43:21,351 - mmaction - INFO - Epoch [68][300/940] lr: 1.000e-03, eta: 6:39:47, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8762, loss_cls: 1.2232, loss: 1.2232, grad_norm: 5.2604 2020-07-23 04:43:33,776 - mmaction - INFO - Epoch [68][320/940] lr: 1.000e-03, eta: 6:39:30, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1376, loss: 1.1376, grad_norm: 5.1408 2020-07-23 04:43:45,667 - mmaction - INFO - Epoch [68][340/940] lr: 1.000e-03, eta: 6:39:13, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8768, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.2611 2020-07-23 04:43:58,171 - mmaction - INFO - Epoch [68][360/940] lr: 1.000e-03, eta: 6:38:55, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8852, loss_cls: 1.2062, loss: 1.2062, grad_norm: 5.3023 2020-07-23 04:44:10,199 - mmaction - INFO - Epoch [68][380/940] lr: 1.000e-03, eta: 6:38:38, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8768, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.2685 2020-07-23 04:44:22,064 - mmaction - INFO - Epoch [68][400/940] lr: 1.000e-03, eta: 6:38:21, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8768, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.2291 2020-07-23 04:44:34,097 - mmaction - INFO - Epoch [68][420/940] lr: 1.000e-03, eta: 6:38:03, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8711, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.3166 2020-07-23 04:44:46,547 - mmaction - INFO - Epoch [68][440/940] lr: 1.000e-03, eta: 6:37:46, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8777, loss_cls: 1.2312, loss: 1.2312, grad_norm: 5.2784 2020-07-23 04:44:59,098 - mmaction - INFO - Epoch [68][460/940] lr: 1.000e-03, eta: 6:37:29, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8775, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.2929 2020-07-23 04:45:10,934 - mmaction - INFO - Epoch [68][480/940] lr: 1.000e-03, eta: 6:37:12, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8846, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.2673 2020-07-23 04:45:22,775 - mmaction - INFO - Epoch [68][500/940] lr: 1.000e-03, eta: 6:36:54, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.2674 2020-07-23 04:45:34,541 - mmaction - INFO - Epoch [68][520/940] lr: 1.000e-03, eta: 6:36:37, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8779, loss_cls: 1.2056, loss: 1.2056, grad_norm: 5.3329 2020-07-23 04:45:47,155 - mmaction - INFO - Epoch [68][540/940] lr: 1.000e-03, eta: 6:36:20, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8809, loss_cls: 1.2032, loss: 1.2032, grad_norm: 5.2197 2020-07-23 04:45:58,994 - mmaction - INFO - Epoch [68][560/940] lr: 1.000e-03, eta: 6:36:02, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2210, loss: 1.2210, grad_norm: 5.2697 2020-07-23 04:46:11,520 - mmaction - INFO - Epoch [68][580/940] lr: 1.000e-03, eta: 6:35:45, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8799, loss_cls: 1.2234, loss: 1.2234, grad_norm: 5.3348 2020-07-23 04:46:23,610 - mmaction - INFO - Epoch [68][600/940] lr: 1.000e-03, eta: 6:35:28, time: 0.603, data_time: 0.020, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8795, loss_cls: 1.2384, loss: 1.2384, grad_norm: 5.3684 2020-07-23 04:46:36,121 - mmaction - INFO - Epoch [68][620/940] lr: 1.000e-03, eta: 6:35:11, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8801, loss_cls: 1.2359, loss: 1.2359, grad_norm: 5.3740 2020-07-23 04:46:48,654 - mmaction - INFO - Epoch [68][640/940] lr: 1.000e-03, eta: 6:34:54, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8785, loss_cls: 1.2393, loss: 1.2393, grad_norm: 5.3873 2020-07-23 04:47:00,613 - mmaction - INFO - Epoch [68][660/940] lr: 1.000e-03, eta: 6:34:37, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8809, loss_cls: 1.1897, loss: 1.1897, grad_norm: 5.2358 2020-07-23 04:47:13,139 - mmaction - INFO - Epoch [68][680/940] lr: 1.000e-03, eta: 6:34:20, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8764, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.2609 2020-07-23 04:47:25,847 - mmaction - INFO - Epoch [68][700/940] lr: 1.000e-03, eta: 6:34:03, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.4321 2020-07-23 04:47:37,824 - mmaction - INFO - Epoch [68][720/940] lr: 1.000e-03, eta: 6:33:45, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8811, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.2888 2020-07-23 04:47:50,316 - mmaction - INFO - Epoch [68][740/940] lr: 1.000e-03, eta: 6:33:28, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.1908 2020-07-23 04:48:02,388 - mmaction - INFO - Epoch [68][760/940] lr: 1.000e-03, eta: 6:33:11, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8768, loss_cls: 1.2188, loss: 1.2188, grad_norm: 5.2560 2020-07-23 04:48:14,331 - mmaction - INFO - Epoch [68][780/940] lr: 1.000e-03, eta: 6:32:54, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8844, loss_cls: 1.1975, loss: 1.1975, grad_norm: 5.2736 2020-07-23 04:48:26,054 - mmaction - INFO - Epoch [68][800/940] lr: 1.000e-03, eta: 6:32:36, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8816, loss_cls: 1.2013, loss: 1.2013, grad_norm: 5.2136 2020-07-23 04:48:37,824 - mmaction - INFO - Epoch [68][820/940] lr: 1.000e-03, eta: 6:32:19, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8695, loss_cls: 1.2552, loss: 1.2552, grad_norm: 5.3231 2020-07-23 04:48:49,770 - mmaction - INFO - Epoch [68][840/940] lr: 1.000e-03, eta: 6:32:01, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8781, loss_cls: 1.2159, loss: 1.2159, grad_norm: 5.2923 2020-07-23 04:49:01,704 - mmaction - INFO - Epoch [68][860/940] lr: 1.000e-03, eta: 6:31:44, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8832, loss_cls: 1.2115, loss: 1.2115, grad_norm: 5.2815 2020-07-23 04:49:13,387 - mmaction - INFO - Epoch [68][880/940] lr: 1.000e-03, eta: 6:31:27, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8730, loss_cls: 1.2324, loss: 1.2324, grad_norm: 5.2967 2020-07-23 04:49:25,108 - mmaction - INFO - Epoch [68][900/940] lr: 1.000e-03, eta: 6:31:09, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8768, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.3286 2020-07-23 04:49:37,775 - mmaction - INFO - Epoch [68][920/940] lr: 1.000e-03, eta: 6:30:52, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8799, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.2908 2020-07-23 04:49:49,596 - mmaction - INFO - Epoch [68][940/940] lr: 1.000e-03, eta: 6:30:35, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8707, loss_cls: 1.2387, loss: 1.2387, grad_norm: 5.3333 2020-07-23 04:52:14,004 - mmaction - INFO - Epoch [69][20/940] lr: 1.000e-03, eta: 6:31:15, time: 6.744, data_time: 6.124, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1752, loss: 1.1752, grad_norm: 5.2385 2020-07-23 04:52:27,274 - mmaction - INFO - Epoch [69][40/940] lr: 1.000e-03, eta: 6:30:59, time: 0.662, data_time: 0.003, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8740, loss_cls: 1.2110, loss: 1.2110, grad_norm: 5.2965 2020-07-23 04:52:39,111 - mmaction - INFO - Epoch [69][60/940] lr: 1.000e-03, eta: 6:30:41, time: 0.591, data_time: 0.005, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8785, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.2961 2020-07-23 04:52:50,942 - mmaction - INFO - Epoch [69][80/940] lr: 1.000e-03, eta: 6:30:24, time: 0.593, data_time: 0.005, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8877, loss_cls: 1.1607, loss: 1.1607, grad_norm: 5.2507 2020-07-23 04:53:02,789 - mmaction - INFO - Epoch [69][100/940] lr: 1.000e-03, eta: 6:30:07, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8797, loss_cls: 1.1911, loss: 1.1911, grad_norm: 5.3044 2020-07-23 04:53:14,624 - mmaction - INFO - Epoch [69][120/940] lr: 1.000e-03, eta: 6:29:49, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8900, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.2021 2020-07-23 04:53:26,503 - mmaction - INFO - Epoch [69][140/940] lr: 1.000e-03, eta: 6:29:32, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8762, loss_cls: 1.2180, loss: 1.2180, grad_norm: 5.2445 2020-07-23 04:53:39,104 - mmaction - INFO - Epoch [69][160/940] lr: 1.000e-03, eta: 6:29:15, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8826, loss_cls: 1.1895, loss: 1.1895, grad_norm: 5.3044 2020-07-23 04:53:51,458 - mmaction - INFO - Epoch [69][180/940] lr: 1.000e-03, eta: 6:28:58, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8824, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.2901 2020-07-23 04:54:03,308 - mmaction - INFO - Epoch [69][200/940] lr: 1.000e-03, eta: 6:28:40, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8904, loss_cls: 1.1712, loss: 1.1712, grad_norm: 5.2653 2020-07-23 04:54:15,958 - mmaction - INFO - Epoch [69][220/940] lr: 1.000e-03, eta: 6:28:23, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1801, loss: 1.1801, grad_norm: 5.2206 2020-07-23 04:54:27,797 - mmaction - INFO - Epoch [69][240/940] lr: 1.000e-03, eta: 6:28:06, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8838, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.3897 2020-07-23 04:54:39,742 - mmaction - INFO - Epoch [69][260/940] lr: 1.000e-03, eta: 6:27:49, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8721, loss_cls: 1.2221, loss: 1.2221, grad_norm: 5.2805 2020-07-23 04:54:52,129 - mmaction - INFO - Epoch [69][280/940] lr: 1.000e-03, eta: 6:27:32, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8736, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.4148 2020-07-23 04:55:03,972 - mmaction - INFO - Epoch [69][300/940] lr: 1.000e-03, eta: 6:27:14, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8766, loss_cls: 1.1991, loss: 1.1991, grad_norm: 5.2398 2020-07-23 04:55:16,041 - mmaction - INFO - Epoch [69][320/940] lr: 1.000e-03, eta: 6:26:57, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8791, loss_cls: 1.1974, loss: 1.1974, grad_norm: 5.2247 2020-07-23 04:55:28,567 - mmaction - INFO - Epoch [69][340/940] lr: 1.000e-03, eta: 6:26:40, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8701, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.3500 2020-07-23 04:55:40,696 - mmaction - INFO - Epoch [69][360/940] lr: 1.000e-03, eta: 6:26:23, time: 0.606, data_time: 0.021, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8793, loss_cls: 1.2018, loss: 1.2018, grad_norm: 5.3110 2020-07-23 04:55:53,293 - mmaction - INFO - Epoch [69][380/940] lr: 1.000e-03, eta: 6:26:06, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8824, loss_cls: 1.1876, loss: 1.1876, grad_norm: 5.2319 2020-07-23 04:56:05,502 - mmaction - INFO - Epoch [69][400/940] lr: 1.000e-03, eta: 6:25:49, time: 0.610, data_time: 0.024, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8797, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.2871 2020-07-23 04:56:17,851 - mmaction - INFO - Epoch [69][420/940] lr: 1.000e-03, eta: 6:25:31, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8760, loss_cls: 1.2161, loss: 1.2161, grad_norm: 5.3353 2020-07-23 04:56:29,655 - mmaction - INFO - Epoch [69][440/940] lr: 1.000e-03, eta: 6:25:14, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8738, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.2877 2020-07-23 04:56:41,441 - mmaction - INFO - Epoch [69][460/940] lr: 1.000e-03, eta: 6:24:57, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8820, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.3234 2020-07-23 04:56:53,781 - mmaction - INFO - Epoch [69][480/940] lr: 1.000e-03, eta: 6:24:40, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8725, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.4322 2020-07-23 04:57:06,113 - mmaction - INFO - Epoch [69][500/940] lr: 1.000e-03, eta: 6:24:23, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8756, loss_cls: 1.2123, loss: 1.2123, grad_norm: 5.3182 2020-07-23 04:57:17,866 - mmaction - INFO - Epoch [69][520/940] lr: 1.000e-03, eta: 6:24:05, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8783, loss_cls: 1.2373, loss: 1.2373, grad_norm: 5.3771 2020-07-23 04:57:29,722 - mmaction - INFO - Epoch [69][540/940] lr: 1.000e-03, eta: 6:23:48, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8781, loss_cls: 1.1993, loss: 1.1993, grad_norm: 5.2005 2020-07-23 04:57:41,800 - mmaction - INFO - Epoch [69][560/940] lr: 1.000e-03, eta: 6:23:31, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8762, loss_cls: 1.2105, loss: 1.2105, grad_norm: 5.3554 2020-07-23 04:57:53,683 - mmaction - INFO - Epoch [69][580/940] lr: 1.000e-03, eta: 6:23:13, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8756, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.3352 2020-07-23 04:58:05,530 - mmaction - INFO - Epoch [69][600/940] lr: 1.000e-03, eta: 6:22:56, time: 0.592, data_time: 0.005, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8771, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.3032 2020-07-23 04:58:17,433 - mmaction - INFO - Epoch [69][620/940] lr: 1.000e-03, eta: 6:22:39, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8781, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.3087 2020-07-23 04:58:29,394 - mmaction - INFO - Epoch [69][640/940] lr: 1.000e-03, eta: 6:22:22, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8717, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.2918 2020-07-23 04:58:41,270 - mmaction - INFO - Epoch [69][660/940] lr: 1.000e-03, eta: 6:22:04, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8771, loss_cls: 1.2110, loss: 1.2110, grad_norm: 5.2751 2020-07-23 04:58:53,147 - mmaction - INFO - Epoch [69][680/940] lr: 1.000e-03, eta: 6:21:47, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8754, loss_cls: 1.2472, loss: 1.2472, grad_norm: 5.3526 2020-07-23 04:59:05,530 - mmaction - INFO - Epoch [69][700/940] lr: 1.000e-03, eta: 6:21:30, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8785, loss_cls: 1.2324, loss: 1.2324, grad_norm: 5.2893 2020-07-23 04:59:17,462 - mmaction - INFO - Epoch [69][720/940] lr: 1.000e-03, eta: 6:21:13, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8799, loss_cls: 1.2179, loss: 1.2179, grad_norm: 5.3306 2020-07-23 04:59:29,791 - mmaction - INFO - Epoch [69][740/940] lr: 1.000e-03, eta: 6:20:56, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8764, loss_cls: 1.2529, loss: 1.2529, grad_norm: 5.4424 2020-07-23 04:59:50,555 - mmaction - INFO - Epoch [69][760/940] lr: 1.000e-03, eta: 6:20:43, time: 1.037, data_time: 0.034, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8756, loss_cls: 1.2348, loss: 1.2348, grad_norm: 5.4103 2020-07-23 05:00:16,276 - mmaction - INFO - Epoch [69][780/940] lr: 1.000e-03, eta: 6:20:32, time: 1.282, data_time: 0.122, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8766, loss_cls: 1.2486, loss: 1.2486, grad_norm: 5.4365 2020-07-23 05:00:38,511 - mmaction - INFO - Epoch [69][800/940] lr: 1.000e-03, eta: 6:20:19, time: 1.116, data_time: 0.038, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8719, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.4055 2020-07-23 05:00:51,272 - mmaction - INFO - Epoch [69][820/940] lr: 1.000e-03, eta: 6:20:02, time: 0.639, data_time: 0.020, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8873, loss_cls: 1.1663, loss: 1.1663, grad_norm: 5.3244 2020-07-23 05:01:03,143 - mmaction - INFO - Epoch [69][840/940] lr: 1.000e-03, eta: 6:19:45, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8814, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.3260 2020-07-23 05:01:14,902 - mmaction - INFO - Epoch [69][860/940] lr: 1.000e-03, eta: 6:19:28, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8732, loss_cls: 1.2246, loss: 1.2246, grad_norm: 5.3468 2020-07-23 05:01:26,780 - mmaction - INFO - Epoch [69][880/940] lr: 1.000e-03, eta: 6:19:10, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8789, loss_cls: 1.2050, loss: 1.2050, grad_norm: 5.2526 2020-07-23 05:01:39,060 - mmaction - INFO - Epoch [69][900/940] lr: 1.000e-03, eta: 6:18:53, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8812, loss_cls: 1.2237, loss: 1.2237, grad_norm: 5.3353 2020-07-23 05:01:51,088 - mmaction - INFO - Epoch [69][920/940] lr: 1.000e-03, eta: 6:18:36, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8787, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.2138 2020-07-23 05:02:02,303 - mmaction - INFO - Epoch [69][940/940] lr: 1.000e-03, eta: 6:18:18, time: 0.561, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2187, loss: 1.2187, grad_norm: 5.2946 2020-07-23 05:04:44,769 - mmaction - INFO - Epoch [70][20/940] lr: 1.000e-03, eta: 6:19:05, time: 7.744, data_time: 7.057, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8824, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.2487 2020-07-23 05:04:57,238 - mmaction - INFO - Epoch [70][40/940] lr: 1.000e-03, eta: 6:18:48, time: 0.624, data_time: 0.006, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8787, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.3701 2020-07-23 05:05:09,438 - mmaction - INFO - Epoch [70][60/940] lr: 1.000e-03, eta: 6:18:31, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8822, loss_cls: 1.2059, loss: 1.2059, grad_norm: 5.3730 2020-07-23 05:05:21,188 - mmaction - INFO - Epoch [70][80/940] lr: 1.000e-03, eta: 6:18:14, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1932, loss: 1.1932, grad_norm: 5.3633 2020-07-23 05:05:33,501 - mmaction - INFO - Epoch [70][100/940] lr: 1.000e-03, eta: 6:17:57, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8770, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.2902 2020-07-23 05:05:45,929 - mmaction - INFO - Epoch [70][120/940] lr: 1.000e-03, eta: 6:17:40, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8775, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.3741 2020-07-23 05:05:57,863 - mmaction - INFO - Epoch [70][140/940] lr: 1.000e-03, eta: 6:17:22, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8711, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.3646 2020-07-23 05:06:10,239 - mmaction - INFO - Epoch [70][160/940] lr: 1.000e-03, eta: 6:17:05, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8805, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.3240 2020-07-23 05:06:22,240 - mmaction - INFO - Epoch [70][180/940] lr: 1.000e-03, eta: 6:16:48, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8854, loss_cls: 1.1745, loss: 1.1745, grad_norm: 5.2588 2020-07-23 05:06:34,249 - mmaction - INFO - Epoch [70][200/940] lr: 1.000e-03, eta: 6:16:31, time: 0.600, data_time: 0.012, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1526, loss: 1.1526, grad_norm: 5.3305 2020-07-23 05:06:46,673 - mmaction - INFO - Epoch [70][220/940] lr: 1.000e-03, eta: 6:16:14, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8850, loss_cls: 1.1850, loss: 1.1850, grad_norm: 5.2096 2020-07-23 05:06:58,482 - mmaction - INFO - Epoch [70][240/940] lr: 1.000e-03, eta: 6:15:57, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8816, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.2311 2020-07-23 05:07:10,376 - mmaction - INFO - Epoch [70][260/940] lr: 1.000e-03, eta: 6:15:39, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8842, loss_cls: 1.1967, loss: 1.1967, grad_norm: 5.2552 2020-07-23 05:07:22,110 - mmaction - INFO - Epoch [70][280/940] lr: 1.000e-03, eta: 6:15:22, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8730, loss_cls: 1.2342, loss: 1.2342, grad_norm: 5.3191 2020-07-23 05:07:34,100 - mmaction - INFO - Epoch [70][300/940] lr: 1.000e-03, eta: 6:15:05, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8758, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.3498 2020-07-23 05:07:45,983 - mmaction - INFO - Epoch [70][320/940] lr: 1.000e-03, eta: 6:14:48, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8812, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.2269 2020-07-23 05:07:57,790 - mmaction - INFO - Epoch [70][340/940] lr: 1.000e-03, eta: 6:14:30, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8832, loss_cls: 1.2122, loss: 1.2122, grad_norm: 5.3460 2020-07-23 05:08:09,540 - mmaction - INFO - Epoch [70][360/940] lr: 1.000e-03, eta: 6:14:13, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8814, loss_cls: 1.2075, loss: 1.2075, grad_norm: 5.3754 2020-07-23 05:08:21,475 - mmaction - INFO - Epoch [70][380/940] lr: 1.000e-03, eta: 6:13:56, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8793, loss_cls: 1.1870, loss: 1.1870, grad_norm: 5.2392 2020-07-23 05:08:33,297 - mmaction - INFO - Epoch [70][400/940] lr: 1.000e-03, eta: 6:13:39, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8875, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.3389 2020-07-23 05:08:45,086 - mmaction - INFO - Epoch [70][420/940] lr: 1.000e-03, eta: 6:13:21, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8795, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.4072 2020-07-23 05:08:57,247 - mmaction - INFO - Epoch [70][440/940] lr: 1.000e-03, eta: 6:13:04, time: 0.608, data_time: 0.016, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8760, loss_cls: 1.2346, loss: 1.2346, grad_norm: 5.2830 2020-07-23 05:09:09,616 - mmaction - INFO - Epoch [70][460/940] lr: 1.000e-03, eta: 6:12:47, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8883, loss_cls: 1.2112, loss: 1.2112, grad_norm: 5.4190 2020-07-23 05:09:21,445 - mmaction - INFO - Epoch [70][480/940] lr: 1.000e-03, eta: 6:12:30, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8775, loss_cls: 1.2083, loss: 1.2083, grad_norm: 5.3738 2020-07-23 05:09:33,959 - mmaction - INFO - Epoch [70][500/940] lr: 1.000e-03, eta: 6:12:13, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8826, loss_cls: 1.2280, loss: 1.2280, grad_norm: 5.4546 2020-07-23 05:09:45,926 - mmaction - INFO - Epoch [70][520/940] lr: 1.000e-03, eta: 6:11:56, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8752, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.3602 2020-07-23 05:09:58,312 - mmaction - INFO - Epoch [70][540/940] lr: 1.000e-03, eta: 6:11:39, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8723, loss_cls: 1.2196, loss: 1.2196, grad_norm: 5.3600 2020-07-23 05:10:10,090 - mmaction - INFO - Epoch [70][560/940] lr: 1.000e-03, eta: 6:11:21, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8830, loss_cls: 1.2056, loss: 1.2056, grad_norm: 5.3605 2020-07-23 05:10:21,977 - mmaction - INFO - Epoch [70][580/940] lr: 1.000e-03, eta: 6:11:04, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8805, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.3842 2020-07-23 05:10:33,870 - mmaction - INFO - Epoch [70][600/940] lr: 1.000e-03, eta: 6:10:47, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8857, loss_cls: 1.1717, loss: 1.1717, grad_norm: 5.2837 2020-07-23 05:10:45,662 - mmaction - INFO - Epoch [70][620/940] lr: 1.000e-03, eta: 6:10:30, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8775, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.2853 2020-07-23 05:10:57,470 - mmaction - INFO - Epoch [70][640/940] lr: 1.000e-03, eta: 6:10:13, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8826, loss_cls: 1.1735, loss: 1.1735, grad_norm: 5.2702 2020-07-23 05:11:09,216 - mmaction - INFO - Epoch [70][660/940] lr: 1.000e-03, eta: 6:09:55, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8863, loss_cls: 1.1629, loss: 1.1629, grad_norm: 5.2999 2020-07-23 05:11:21,747 - mmaction - INFO - Epoch [70][680/940] lr: 1.000e-03, eta: 6:09:38, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8775, loss_cls: 1.2197, loss: 1.2197, grad_norm: 5.3997 2020-07-23 05:11:33,645 - mmaction - INFO - Epoch [70][700/940] lr: 1.000e-03, eta: 6:09:21, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8820, loss_cls: 1.2111, loss: 1.2111, grad_norm: 5.3372 2020-07-23 05:11:45,367 - mmaction - INFO - Epoch [70][720/940] lr: 1.000e-03, eta: 6:09:04, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8768, loss_cls: 1.2531, loss: 1.2531, grad_norm: 5.5275 2020-07-23 05:11:57,209 - mmaction - INFO - Epoch [70][740/940] lr: 1.000e-03, eta: 6:08:47, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8729, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.4354 2020-07-23 05:12:09,183 - mmaction - INFO - Epoch [70][760/940] lr: 1.000e-03, eta: 6:08:30, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8785, loss_cls: 1.2011, loss: 1.2011, grad_norm: 5.3565 2020-07-23 05:12:21,165 - mmaction - INFO - Epoch [70][780/940] lr: 1.000e-03, eta: 6:08:12, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8783, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.3655 2020-07-23 05:12:33,702 - mmaction - INFO - Epoch [70][800/940] lr: 1.000e-03, eta: 6:07:56, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8771, loss_cls: 1.2098, loss: 1.2098, grad_norm: 5.2999 2020-07-23 05:12:45,534 - mmaction - INFO - Epoch [70][820/940] lr: 1.000e-03, eta: 6:07:38, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8779, loss_cls: 1.2275, loss: 1.2275, grad_norm: 5.3826 2020-07-23 05:12:57,435 - mmaction - INFO - Epoch [70][840/940] lr: 1.000e-03, eta: 6:07:21, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8775, loss_cls: 1.2152, loss: 1.2152, grad_norm: 5.3519 2020-07-23 05:13:09,338 - mmaction - INFO - Epoch [70][860/940] lr: 1.000e-03, eta: 6:07:04, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8859, loss_cls: 1.1742, loss: 1.1742, grad_norm: 5.3510 2020-07-23 05:13:22,274 - mmaction - INFO - Epoch [70][880/940] lr: 1.000e-03, eta: 6:06:47, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8807, loss_cls: 1.2075, loss: 1.2075, grad_norm: 5.3699 2020-07-23 05:13:34,111 - mmaction - INFO - Epoch [70][900/940] lr: 1.000e-03, eta: 6:06:30, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8887, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.2748 2020-07-23 05:13:46,494 - mmaction - INFO - Epoch [70][920/940] lr: 1.000e-03, eta: 6:06:13, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6834, top5_acc: 0.8670, loss_cls: 1.2641, loss: 1.2641, grad_norm: 5.4612 2020-07-23 05:13:57,694 - mmaction - INFO - Epoch [70][940/940] lr: 1.000e-03, eta: 6:05:56, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.6972, top5_acc: 0.8740, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.4682 2020-07-23 05:14:03,936 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-07-23 05:16:34,125 - mmaction - INFO - Epoch [71][20/940] lr: 1.000e-03, eta: 6:06:38, time: 7.490, data_time: 6.876, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8801, loss_cls: 1.2009, loss: 1.2009, grad_norm: 5.3481 2020-07-23 05:16:46,425 - mmaction - INFO - Epoch [71][40/940] lr: 1.000e-03, eta: 6:06:21, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8867, loss_cls: 1.1880, loss: 1.1880, grad_norm: 5.3159 2020-07-23 05:16:58,237 - mmaction - INFO - Epoch [71][60/940] lr: 1.000e-03, eta: 6:06:03, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8881, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.2138 2020-07-23 05:17:10,143 - mmaction - INFO - Epoch [71][80/940] lr: 1.000e-03, eta: 6:05:46, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8889, loss_cls: 1.1574, loss: 1.1574, grad_norm: 5.3171 2020-07-23 05:17:22,529 - mmaction - INFO - Epoch [71][100/940] lr: 1.000e-03, eta: 6:05:29, time: 0.620, data_time: 0.014, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8861, loss_cls: 1.1670, loss: 1.1670, grad_norm: 5.2990 2020-07-23 05:17:34,275 - mmaction - INFO - Epoch [71][120/940] lr: 1.000e-03, eta: 6:05:12, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8803, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.3338 2020-07-23 05:17:46,033 - mmaction - INFO - Epoch [71][140/940] lr: 1.000e-03, eta: 6:04:55, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.2111, loss: 1.2111, grad_norm: 5.3944 2020-07-23 05:17:58,500 - mmaction - INFO - Epoch [71][160/940] lr: 1.000e-03, eta: 6:04:38, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8812, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.3433 2020-07-23 05:18:11,383 - mmaction - INFO - Epoch [71][180/940] lr: 1.000e-03, eta: 6:04:21, time: 0.644, data_time: 0.004, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8855, loss_cls: 1.1944, loss: 1.1944, grad_norm: 5.3375 2020-07-23 05:18:23,208 - mmaction - INFO - Epoch [71][200/940] lr: 1.000e-03, eta: 6:04:04, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8764, loss_cls: 1.2164, loss: 1.2164, grad_norm: 5.3668 2020-07-23 05:18:35,041 - mmaction - INFO - Epoch [71][220/940] lr: 1.000e-03, eta: 6:03:47, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8840, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.3130 2020-07-23 05:18:47,164 - mmaction - INFO - Epoch [71][240/940] lr: 1.000e-03, eta: 6:03:30, time: 0.605, data_time: 0.019, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8801, loss_cls: 1.1978, loss: 1.1978, grad_norm: 5.3272 2020-07-23 05:18:59,123 - mmaction - INFO - Epoch [71][260/940] lr: 1.000e-03, eta: 6:03:12, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1912, loss: 1.1912, grad_norm: 5.3386 2020-07-23 05:19:11,119 - mmaction - INFO - Epoch [71][280/940] lr: 1.000e-03, eta: 6:02:55, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8709, loss_cls: 1.2496, loss: 1.2496, grad_norm: 5.5079 2020-07-23 05:19:23,093 - mmaction - INFO - Epoch [71][300/940] lr: 1.000e-03, eta: 6:02:38, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8822, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.3091 2020-07-23 05:19:35,423 - mmaction - INFO - Epoch [71][320/940] lr: 1.000e-03, eta: 6:02:21, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2196, loss: 1.2196, grad_norm: 5.3665 2020-07-23 05:19:47,839 - mmaction - INFO - Epoch [71][340/940] lr: 1.000e-03, eta: 6:02:04, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8816, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.4280 2020-07-23 05:19:59,798 - mmaction - INFO - Epoch [71][360/940] lr: 1.000e-03, eta: 6:01:47, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8762, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.4146 2020-07-23 05:20:11,643 - mmaction - INFO - Epoch [71][380/940] lr: 1.000e-03, eta: 6:01:30, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8816, loss_cls: 1.1835, loss: 1.1835, grad_norm: 5.3117 2020-07-23 05:20:23,983 - mmaction - INFO - Epoch [71][400/940] lr: 1.000e-03, eta: 6:01:13, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2176, loss: 1.2176, grad_norm: 5.3750 2020-07-23 05:20:36,318 - mmaction - INFO - Epoch [71][420/940] lr: 1.000e-03, eta: 6:00:56, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8877, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.2501 2020-07-23 05:20:48,348 - mmaction - INFO - Epoch [71][440/940] lr: 1.000e-03, eta: 6:00:39, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8742, loss_cls: 1.2441, loss: 1.2441, grad_norm: 5.4988 2020-07-23 05:21:01,115 - mmaction - INFO - Epoch [71][460/940] lr: 1.000e-03, eta: 6:00:22, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8771, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.3874 2020-07-23 05:21:12,958 - mmaction - INFO - Epoch [71][480/940] lr: 1.000e-03, eta: 6:00:05, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8752, loss_cls: 1.2365, loss: 1.2365, grad_norm: 5.4335 2020-07-23 05:21:25,350 - mmaction - INFO - Epoch [71][500/940] lr: 1.000e-03, eta: 5:59:48, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8750, loss_cls: 1.2373, loss: 1.2373, grad_norm: 5.4485 2020-07-23 05:21:37,224 - mmaction - INFO - Epoch [71][520/940] lr: 1.000e-03, eta: 5:59:31, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8822, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.2603 2020-07-23 05:21:50,023 - mmaction - INFO - Epoch [71][540/940] lr: 1.000e-03, eta: 5:59:14, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8818, loss_cls: 1.1913, loss: 1.1913, grad_norm: 5.3775 2020-07-23 05:22:01,783 - mmaction - INFO - Epoch [71][560/940] lr: 1.000e-03, eta: 5:58:57, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1812, loss: 1.1812, grad_norm: 5.2806 2020-07-23 05:22:13,607 - mmaction - INFO - Epoch [71][580/940] lr: 1.000e-03, eta: 5:58:40, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8777, loss_cls: 1.2115, loss: 1.2115, grad_norm: 5.4055 2020-07-23 05:22:25,430 - mmaction - INFO - Epoch [71][600/940] lr: 1.000e-03, eta: 5:58:23, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2497, loss: 1.2497, grad_norm: 5.4352 2020-07-23 05:22:37,249 - mmaction - INFO - Epoch [71][620/940] lr: 1.000e-03, eta: 5:58:06, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8799, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.4170 2020-07-23 05:22:49,924 - mmaction - INFO - Epoch [71][640/940] lr: 1.000e-03, eta: 5:57:49, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8723, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.3807 2020-07-23 05:23:01,779 - mmaction - INFO - Epoch [71][660/940] lr: 1.000e-03, eta: 5:57:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8793, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.4286 2020-07-23 05:23:13,620 - mmaction - INFO - Epoch [71][680/940] lr: 1.000e-03, eta: 5:57:15, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8793, loss_cls: 1.2090, loss: 1.2090, grad_norm: 5.3082 2020-07-23 05:23:26,375 - mmaction - INFO - Epoch [71][700/940] lr: 1.000e-03, eta: 5:56:58, time: 0.638, data_time: 0.001, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8758, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.4102 2020-07-23 05:23:38,217 - mmaction - INFO - Epoch [71][720/940] lr: 1.000e-03, eta: 5:56:41, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8773, loss_cls: 1.2233, loss: 1.2233, grad_norm: 5.3544 2020-07-23 05:23:51,369 - mmaction - INFO - Epoch [71][740/940] lr: 1.000e-03, eta: 5:56:24, time: 0.658, data_time: 0.003, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8877, loss_cls: 1.1764, loss: 1.1764, grad_norm: 5.3682 2020-07-23 05:24:03,688 - mmaction - INFO - Epoch [71][760/940] lr: 1.000e-03, eta: 5:56:07, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6850, top5_acc: 0.8689, loss_cls: 1.2527, loss: 1.2527, grad_norm: 5.5043 2020-07-23 05:24:15,661 - mmaction - INFO - Epoch [71][780/940] lr: 1.000e-03, eta: 5:55:50, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8812, loss_cls: 1.2064, loss: 1.2064, grad_norm: 5.4168 2020-07-23 05:24:27,447 - mmaction - INFO - Epoch [71][800/940] lr: 1.000e-03, eta: 5:55:33, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1882, loss: 1.1882, grad_norm: 5.2578 2020-07-23 05:24:39,345 - mmaction - INFO - Epoch [71][820/940] lr: 1.000e-03, eta: 5:55:16, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8803, loss_cls: 1.1779, loss: 1.1779, grad_norm: 5.2446 2020-07-23 05:24:51,683 - mmaction - INFO - Epoch [71][840/940] lr: 1.000e-03, eta: 5:54:59, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8785, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.4859 2020-07-23 05:25:03,560 - mmaction - INFO - Epoch [71][860/940] lr: 1.000e-03, eta: 5:54:42, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8814, loss_cls: 1.1807, loss: 1.1807, grad_norm: 5.3193 2020-07-23 05:25:15,922 - mmaction - INFO - Epoch [71][880/940] lr: 1.000e-03, eta: 5:54:25, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8738, loss_cls: 1.2359, loss: 1.2359, grad_norm: 5.4410 2020-07-23 05:25:27,778 - mmaction - INFO - Epoch [71][900/940] lr: 1.000e-03, eta: 5:54:08, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8820, loss_cls: 1.1845, loss: 1.1845, grad_norm: 5.3704 2020-07-23 05:25:40,405 - mmaction - INFO - Epoch [71][920/940] lr: 1.000e-03, eta: 5:53:51, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8787, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.3998 2020-07-23 05:25:51,657 - mmaction - INFO - Epoch [71][940/940] lr: 1.000e-03, eta: 5:53:34, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8813, loss_cls: 1.1958, loss: 1.1958, grad_norm: 5.3980 2020-07-23 05:28:55,931 - mmaction - INFO - Epoch [72][20/940] lr: 1.000e-03, eta: 5:54:25, time: 8.928, data_time: 8.239, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8787, loss_cls: 1.1974, loss: 1.1974, grad_norm: 5.3397 2020-07-23 05:29:07,746 - mmaction - INFO - Epoch [72][40/940] lr: 1.000e-03, eta: 5:54:08, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8801, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.4067 2020-07-23 05:29:19,509 - mmaction - INFO - Epoch [72][60/940] lr: 1.000e-03, eta: 5:53:50, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8779, loss_cls: 1.2212, loss: 1.2212, grad_norm: 5.3969 2020-07-23 05:29:31,999 - mmaction - INFO - Epoch [72][80/940] lr: 1.000e-03, eta: 5:53:34, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8814, loss_cls: 1.1944, loss: 1.1944, grad_norm: 5.3718 2020-07-23 05:29:44,454 - mmaction - INFO - Epoch [72][100/940] lr: 1.000e-03, eta: 5:53:17, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2010, loss: 1.2010, grad_norm: 5.3952 2020-07-23 05:29:56,875 - mmaction - INFO - Epoch [72][120/940] lr: 1.000e-03, eta: 5:53:00, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8762, loss_cls: 1.2478, loss: 1.2478, grad_norm: 5.5363 2020-07-23 05:30:10,442 - mmaction - INFO - Epoch [72][140/940] lr: 1.000e-03, eta: 5:52:43, time: 0.678, data_time: 0.031, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8811, loss_cls: 1.1944, loss: 1.1944, grad_norm: 5.3086 2020-07-23 05:30:22,603 - mmaction - INFO - Epoch [72][160/940] lr: 1.000e-03, eta: 5:52:26, time: 0.608, data_time: 0.017, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8871, loss_cls: 1.1934, loss: 1.1934, grad_norm: 5.4070 2020-07-23 05:30:34,478 - mmaction - INFO - Epoch [72][180/940] lr: 1.000e-03, eta: 5:52:09, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8809, loss_cls: 1.2045, loss: 1.2045, grad_norm: 5.3448 2020-07-23 05:30:46,266 - mmaction - INFO - Epoch [72][200/940] lr: 1.000e-03, eta: 5:51:52, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8812, loss_cls: 1.1764, loss: 1.1764, grad_norm: 5.3100 2020-07-23 05:30:58,171 - mmaction - INFO - Epoch [72][220/940] lr: 1.000e-03, eta: 5:51:35, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8895, loss_cls: 1.1602, loss: 1.1602, grad_norm: 5.3208 2020-07-23 05:31:09,923 - mmaction - INFO - Epoch [72][240/940] lr: 1.000e-03, eta: 5:51:18, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8869, loss_cls: 1.1646, loss: 1.1646, grad_norm: 5.3210 2020-07-23 05:31:21,715 - mmaction - INFO - Epoch [72][260/940] lr: 1.000e-03, eta: 5:51:01, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8811, loss_cls: 1.1962, loss: 1.1962, grad_norm: 5.3889 2020-07-23 05:31:33,933 - mmaction - INFO - Epoch [72][280/940] lr: 1.000e-03, eta: 5:50:44, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8875, loss_cls: 1.1731, loss: 1.1731, grad_norm: 5.3631 2020-07-23 05:31:45,715 - mmaction - INFO - Epoch [72][300/940] lr: 1.000e-03, eta: 5:50:27, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8777, loss_cls: 1.1965, loss: 1.1965, grad_norm: 5.3733 2020-07-23 05:31:58,125 - mmaction - INFO - Epoch [72][320/940] lr: 1.000e-03, eta: 5:50:10, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8873, loss_cls: 1.1701, loss: 1.1701, grad_norm: 5.4052 2020-07-23 05:32:10,455 - mmaction - INFO - Epoch [72][340/940] lr: 1.000e-03, eta: 5:49:53, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.4002 2020-07-23 05:32:22,279 - mmaction - INFO - Epoch [72][360/940] lr: 1.000e-03, eta: 5:49:36, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8838, loss_cls: 1.1709, loss: 1.1709, grad_norm: 5.2865 2020-07-23 05:32:34,176 - mmaction - INFO - Epoch [72][380/940] lr: 1.000e-03, eta: 5:49:19, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8795, loss_cls: 1.2465, loss: 1.2465, grad_norm: 5.5922 2020-07-23 05:32:46,072 - mmaction - INFO - Epoch [72][400/940] lr: 1.000e-03, eta: 5:49:02, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8797, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.4181 2020-07-23 05:32:57,962 - mmaction - INFO - Epoch [72][420/940] lr: 1.000e-03, eta: 5:48:44, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8836, loss_cls: 1.1895, loss: 1.1895, grad_norm: 5.4449 2020-07-23 05:33:09,719 - mmaction - INFO - Epoch [72][440/940] lr: 1.000e-03, eta: 5:48:27, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8844, loss_cls: 1.1678, loss: 1.1678, grad_norm: 5.3184 2020-07-23 05:33:22,190 - mmaction - INFO - Epoch [72][460/940] lr: 1.000e-03, eta: 5:48:11, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.1824, loss: 1.1824, grad_norm: 5.3955 2020-07-23 05:33:34,042 - mmaction - INFO - Epoch [72][480/940] lr: 1.000e-03, eta: 5:47:53, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8795, loss_cls: 1.1970, loss: 1.1970, grad_norm: 5.4177 2020-07-23 05:33:46,586 - mmaction - INFO - Epoch [72][500/940] lr: 1.000e-03, eta: 5:47:37, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8789, loss_cls: 1.2032, loss: 1.2032, grad_norm: 5.4408 2020-07-23 05:33:58,477 - mmaction - INFO - Epoch [72][520/940] lr: 1.000e-03, eta: 5:47:20, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8869, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.4445 2020-07-23 05:34:11,002 - mmaction - INFO - Epoch [72][540/940] lr: 1.000e-03, eta: 5:47:03, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8857, loss_cls: 1.1890, loss: 1.1890, grad_norm: 5.3805 2020-07-23 05:34:22,789 - mmaction - INFO - Epoch [72][560/940] lr: 1.000e-03, eta: 5:46:46, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8793, loss_cls: 1.1992, loss: 1.1992, grad_norm: 5.3328 2020-07-23 05:34:34,914 - mmaction - INFO - Epoch [72][580/940] lr: 1.000e-03, eta: 5:46:29, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8801, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.3946 2020-07-23 05:34:46,808 - mmaction - INFO - Epoch [72][600/940] lr: 1.000e-03, eta: 5:46:12, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2098, loss: 1.2098, grad_norm: 5.4398 2020-07-23 05:34:59,286 - mmaction - INFO - Epoch [72][620/940] lr: 1.000e-03, eta: 5:45:55, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8859, loss_cls: 1.1799, loss: 1.1799, grad_norm: 5.3396 2020-07-23 05:35:11,187 - mmaction - INFO - Epoch [72][640/940] lr: 1.000e-03, eta: 5:45:38, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8785, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.5153 2020-07-23 05:35:22,972 - mmaction - INFO - Epoch [72][660/940] lr: 1.000e-03, eta: 5:45:21, time: 0.591, data_time: 0.004, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8748, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.4841 2020-07-23 05:35:35,463 - mmaction - INFO - Epoch [72][680/940] lr: 1.000e-03, eta: 5:45:04, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8832, loss_cls: 1.1706, loss: 1.1706, grad_norm: 5.3864 2020-07-23 05:35:47,419 - mmaction - INFO - Epoch [72][700/940] lr: 1.000e-03, eta: 5:44:47, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8846, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.4191 2020-07-23 05:35:59,439 - mmaction - INFO - Epoch [72][720/940] lr: 1.000e-03, eta: 5:44:30, time: 0.600, data_time: 0.014, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8824, loss_cls: 1.2039, loss: 1.2039, grad_norm: 5.4131 2020-07-23 05:36:12,089 - mmaction - INFO - Epoch [72][740/940] lr: 1.000e-03, eta: 5:44:13, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8717, loss_cls: 1.2491, loss: 1.2491, grad_norm: 5.5160 2020-07-23 05:36:23,996 - mmaction - INFO - Epoch [72][760/940] lr: 1.000e-03, eta: 5:43:56, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8760, loss_cls: 1.2353, loss: 1.2353, grad_norm: 5.5095 2020-07-23 05:36:35,797 - mmaction - INFO - Epoch [72][780/940] lr: 1.000e-03, eta: 5:43:39, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.3713 2020-07-23 05:36:47,837 - mmaction - INFO - Epoch [72][800/940] lr: 1.000e-03, eta: 5:43:22, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8799, loss_cls: 1.2096, loss: 1.2096, grad_norm: 5.4614 2020-07-23 05:37:00,200 - mmaction - INFO - Epoch [72][820/940] lr: 1.000e-03, eta: 5:43:05, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8748, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.5549 2020-07-23 05:37:12,197 - mmaction - INFO - Epoch [72][840/940] lr: 1.000e-03, eta: 5:42:48, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8807, loss_cls: 1.1992, loss: 1.1992, grad_norm: 5.3996 2020-07-23 05:37:24,051 - mmaction - INFO - Epoch [72][860/940] lr: 1.000e-03, eta: 5:42:31, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8818, loss_cls: 1.1934, loss: 1.1934, grad_norm: 5.4145 2020-07-23 05:37:35,831 - mmaction - INFO - Epoch [72][880/940] lr: 1.000e-03, eta: 5:42:14, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8842, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.4108 2020-07-23 05:37:48,402 - mmaction - INFO - Epoch [72][900/940] lr: 1.000e-03, eta: 5:41:58, time: 0.628, data_time: 0.009, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8693, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.5465 2020-07-23 05:38:00,228 - mmaction - INFO - Epoch [72][920/940] lr: 1.000e-03, eta: 5:41:41, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8742, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.4725 2020-07-23 05:38:11,404 - mmaction - INFO - Epoch [72][940/940] lr: 1.000e-03, eta: 5:41:23, time: 0.559, data_time: 0.001, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8752, loss_cls: 1.2323, loss: 1.2323, grad_norm: 5.5388 2020-07-23 05:40:47,786 - mmaction - INFO - Epoch [73][20/940] lr: 1.000e-03, eta: 5:42:00, time: 7.512, data_time: 6.865, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8816, loss_cls: 1.1760, loss: 1.1760, grad_norm: 5.4099 2020-07-23 05:41:00,519 - mmaction - INFO - Epoch [73][40/940] lr: 1.000e-03, eta: 5:41:43, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8791, loss_cls: 1.1963, loss: 1.1963, grad_norm: 5.4531 2020-07-23 05:41:12,286 - mmaction - INFO - Epoch [73][60/940] lr: 1.000e-03, eta: 5:41:26, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8799, loss_cls: 1.2055, loss: 1.2055, grad_norm: 5.4388 2020-07-23 05:41:24,677 - mmaction - INFO - Epoch [73][80/940] lr: 1.000e-03, eta: 5:41:09, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8746, loss_cls: 1.2052, loss: 1.2052, grad_norm: 5.3595 2020-07-23 05:41:36,957 - mmaction - INFO - Epoch [73][100/940] lr: 1.000e-03, eta: 5:40:53, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8787, loss_cls: 1.1970, loss: 1.1970, grad_norm: 5.4086 2020-07-23 05:41:48,713 - mmaction - INFO - Epoch [73][120/940] lr: 1.000e-03, eta: 5:40:35, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8777, loss_cls: 1.2053, loss: 1.2053, grad_norm: 5.3930 2020-07-23 05:42:00,993 - mmaction - INFO - Epoch [73][140/940] lr: 1.000e-03, eta: 5:40:19, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8834, loss_cls: 1.1862, loss: 1.1862, grad_norm: 5.4158 2020-07-23 05:42:12,786 - mmaction - INFO - Epoch [73][160/940] lr: 1.000e-03, eta: 5:40:02, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1848, loss: 1.1848, grad_norm: 5.4156 2020-07-23 05:42:24,534 - mmaction - INFO - Epoch [73][180/940] lr: 1.000e-03, eta: 5:39:44, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8881, loss_cls: 1.1903, loss: 1.1903, grad_norm: 5.4791 2020-07-23 05:42:36,614 - mmaction - INFO - Epoch [73][200/940] lr: 1.000e-03, eta: 5:39:27, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8832, loss_cls: 1.2002, loss: 1.2002, grad_norm: 5.4448 2020-07-23 05:42:48,433 - mmaction - INFO - Epoch [73][220/940] lr: 1.000e-03, eta: 5:39:10, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8869, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.3395 2020-07-23 05:43:00,376 - mmaction - INFO - Epoch [73][240/940] lr: 1.000e-03, eta: 5:38:53, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8840, loss_cls: 1.1950, loss: 1.1950, grad_norm: 5.5162 2020-07-23 05:43:12,774 - mmaction - INFO - Epoch [73][260/940] lr: 1.000e-03, eta: 5:38:37, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8775, loss_cls: 1.1747, loss: 1.1747, grad_norm: 5.3427 2020-07-23 05:43:24,990 - mmaction - INFO - Epoch [73][280/940] lr: 1.000e-03, eta: 5:38:20, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8848, loss_cls: 1.1849, loss: 1.1849, grad_norm: 5.3939 2020-07-23 05:43:37,460 - mmaction - INFO - Epoch [73][300/940] lr: 1.000e-03, eta: 5:38:03, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8717, loss_cls: 1.2190, loss: 1.2190, grad_norm: 5.3765 2020-07-23 05:43:49,308 - mmaction - INFO - Epoch [73][320/940] lr: 1.000e-03, eta: 5:37:46, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8832, loss_cls: 1.1729, loss: 1.1729, grad_norm: 5.4063 2020-07-23 05:44:01,905 - mmaction - INFO - Epoch [73][340/940] lr: 1.000e-03, eta: 5:37:29, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8850, loss_cls: 1.1722, loss: 1.1722, grad_norm: 5.3721 2020-07-23 05:44:14,442 - mmaction - INFO - Epoch [73][360/940] lr: 1.000e-03, eta: 5:37:12, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8754, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.4554 2020-07-23 05:44:26,293 - mmaction - INFO - Epoch [73][380/940] lr: 1.000e-03, eta: 5:36:55, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8826, loss_cls: 1.2062, loss: 1.2062, grad_norm: 5.4391 2020-07-23 05:44:38,095 - mmaction - INFO - Epoch [73][400/940] lr: 1.000e-03, eta: 5:36:38, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8883, loss_cls: 1.1826, loss: 1.1826, grad_norm: 5.3574 2020-07-23 05:44:50,061 - mmaction - INFO - Epoch [73][420/940] lr: 1.000e-03, eta: 5:36:21, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8838, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.5009 2020-07-23 05:45:01,855 - mmaction - INFO - Epoch [73][440/940] lr: 1.000e-03, eta: 5:36:04, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8848, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.3009 2020-07-23 05:45:14,356 - mmaction - INFO - Epoch [73][460/940] lr: 1.000e-03, eta: 5:35:48, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8822, loss_cls: 1.2058, loss: 1.2058, grad_norm: 5.5038 2020-07-23 05:45:26,107 - mmaction - INFO - Epoch [73][480/940] lr: 1.000e-03, eta: 5:35:31, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8857, loss_cls: 1.1675, loss: 1.1675, grad_norm: 5.4329 2020-07-23 05:45:38,666 - mmaction - INFO - Epoch [73][500/940] lr: 1.000e-03, eta: 5:35:14, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8850, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.4375 2020-07-23 05:45:50,410 - mmaction - INFO - Epoch [73][520/940] lr: 1.000e-03, eta: 5:34:57, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8834, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.4436 2020-07-23 05:46:02,803 - mmaction - INFO - Epoch [73][540/940] lr: 1.000e-03, eta: 5:34:40, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8811, loss_cls: 1.1932, loss: 1.1932, grad_norm: 5.4921 2020-07-23 05:46:15,186 - mmaction - INFO - Epoch [73][560/940] lr: 1.000e-03, eta: 5:34:23, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8834, loss_cls: 1.1806, loss: 1.1806, grad_norm: 5.4569 2020-07-23 05:46:26,978 - mmaction - INFO - Epoch [73][580/940] lr: 1.000e-03, eta: 5:34:06, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8768, loss_cls: 1.2116, loss: 1.2116, grad_norm: 5.5055 2020-07-23 05:46:38,808 - mmaction - INFO - Epoch [73][600/940] lr: 1.000e-03, eta: 5:33:49, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8891, loss_cls: 1.1640, loss: 1.1640, grad_norm: 5.4425 2020-07-23 05:46:50,703 - mmaction - INFO - Epoch [73][620/940] lr: 1.000e-03, eta: 5:33:32, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8781, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.3896 2020-07-23 05:47:02,570 - mmaction - INFO - Epoch [73][640/940] lr: 1.000e-03, eta: 5:33:15, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8793, loss_cls: 1.2205, loss: 1.2205, grad_norm: 5.4376 2020-07-23 05:47:15,118 - mmaction - INFO - Epoch [73][660/940] lr: 1.000e-03, eta: 5:32:59, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8809, loss_cls: 1.2033, loss: 1.2033, grad_norm: 5.5309 2020-07-23 05:47:27,593 - mmaction - INFO - Epoch [73][680/940] lr: 1.000e-03, eta: 5:32:42, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8789, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.4223 2020-07-23 05:47:39,485 - mmaction - INFO - Epoch [73][700/940] lr: 1.000e-03, eta: 5:32:25, time: 0.595, data_time: 0.008, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8783, loss_cls: 1.2034, loss: 1.2034, grad_norm: 5.5425 2020-07-23 05:47:51,787 - mmaction - INFO - Epoch [73][720/940] lr: 1.000e-03, eta: 5:32:08, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8896, loss_cls: 1.1568, loss: 1.1568, grad_norm: 5.3066 2020-07-23 05:48:04,307 - mmaction - INFO - Epoch [73][740/940] lr: 1.000e-03, eta: 5:31:51, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8826, loss_cls: 1.1976, loss: 1.1976, grad_norm: 5.4894 2020-07-23 05:48:16,301 - mmaction - INFO - Epoch [73][760/940] lr: 1.000e-03, eta: 5:31:35, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8740, loss_cls: 1.2415, loss: 1.2415, grad_norm: 5.6307 2020-07-23 05:48:28,119 - mmaction - INFO - Epoch [73][780/940] lr: 1.000e-03, eta: 5:31:18, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8828, loss_cls: 1.2126, loss: 1.2126, grad_norm: 5.5014 2020-07-23 05:48:39,939 - mmaction - INFO - Epoch [73][800/940] lr: 1.000e-03, eta: 5:31:01, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8771, loss_cls: 1.2042, loss: 1.2042, grad_norm: 5.4474 2020-07-23 05:48:51,825 - mmaction - INFO - Epoch [73][820/940] lr: 1.000e-03, eta: 5:30:44, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8715, loss_cls: 1.2428, loss: 1.2428, grad_norm: 5.4708 2020-07-23 05:49:03,744 - mmaction - INFO - Epoch [73][840/940] lr: 1.000e-03, eta: 5:30:27, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8715, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.5711 2020-07-23 05:49:15,571 - mmaction - INFO - Epoch [73][860/940] lr: 1.000e-03, eta: 5:30:10, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8777, loss_cls: 1.2341, loss: 1.2341, grad_norm: 5.5322 2020-07-23 05:49:28,239 - mmaction - INFO - Epoch [73][880/940] lr: 1.000e-03, eta: 5:29:53, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1608, loss: 1.1608, grad_norm: 5.4214 2020-07-23 05:49:40,515 - mmaction - INFO - Epoch [73][900/940] lr: 1.000e-03, eta: 5:29:36, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8701, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.5314 2020-07-23 05:49:52,431 - mmaction - INFO - Epoch [73][920/940] lr: 1.000e-03, eta: 5:29:20, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.4682 2020-07-23 05:50:04,027 - mmaction - INFO - Epoch [73][940/940] lr: 1.000e-03, eta: 5:29:02, time: 0.579, data_time: 0.016, memory: 8344, top1_acc: 0.6933, top5_acc: 0.8831, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.5856 2020-07-23 05:52:54,943 - mmaction - INFO - Epoch [74][20/940] lr: 1.000e-03, eta: 5:29:42, time: 8.203, data_time: 7.504, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8871, loss_cls: 1.1678, loss: 1.1678, grad_norm: 5.4964 2020-07-23 05:53:07,503 - mmaction - INFO - Epoch [74][40/940] lr: 1.000e-03, eta: 5:29:25, time: 0.628, data_time: 0.004, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8816, loss_cls: 1.2031, loss: 1.2031, grad_norm: 5.4457 2020-07-23 05:53:20,294 - mmaction - INFO - Epoch [74][60/940] lr: 1.000e-03, eta: 5:29:08, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8842, loss_cls: 1.1725, loss: 1.1725, grad_norm: 5.4792 2020-07-23 05:53:32,084 - mmaction - INFO - Epoch [74][80/940] lr: 1.000e-03, eta: 5:28:51, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8875, loss_cls: 1.1345, loss: 1.1345, grad_norm: 5.3396 2020-07-23 05:53:44,630 - mmaction - INFO - Epoch [74][100/940] lr: 1.000e-03, eta: 5:28:35, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8883, loss_cls: 1.1625, loss: 1.1625, grad_norm: 5.3423 2020-07-23 05:53:56,403 - mmaction - INFO - Epoch [74][120/940] lr: 1.000e-03, eta: 5:28:18, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8887, loss_cls: 1.1839, loss: 1.1839, grad_norm: 5.4842 2020-07-23 05:54:08,860 - mmaction - INFO - Epoch [74][140/940] lr: 1.000e-03, eta: 5:28:01, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8881, loss_cls: 1.1668, loss: 1.1668, grad_norm: 5.4366 2020-07-23 05:54:21,191 - mmaction - INFO - Epoch [74][160/940] lr: 1.000e-03, eta: 5:27:44, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8791, loss_cls: 1.2105, loss: 1.2105, grad_norm: 5.4553 2020-07-23 05:54:32,990 - mmaction - INFO - Epoch [74][180/940] lr: 1.000e-03, eta: 5:27:27, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8822, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.4102 2020-07-23 05:54:44,825 - mmaction - INFO - Epoch [74][200/940] lr: 1.000e-03, eta: 5:27:10, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8840, loss_cls: 1.1939, loss: 1.1939, grad_norm: 5.4774 2020-07-23 05:54:57,309 - mmaction - INFO - Epoch [74][220/940] lr: 1.000e-03, eta: 5:26:53, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8832, loss_cls: 1.2142, loss: 1.2142, grad_norm: 5.6042 2020-07-23 05:55:09,551 - mmaction - INFO - Epoch [74][240/940] lr: 1.000e-03, eta: 5:26:37, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8828, loss_cls: 1.1748, loss: 1.1748, grad_norm: 5.4496 2020-07-23 05:55:21,512 - mmaction - INFO - Epoch [74][260/940] lr: 1.000e-03, eta: 5:26:20, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8838, loss_cls: 1.1862, loss: 1.1862, grad_norm: 5.4209 2020-07-23 05:55:33,409 - mmaction - INFO - Epoch [74][280/940] lr: 1.000e-03, eta: 5:26:03, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1678, loss: 1.1678, grad_norm: 5.4128 2020-07-23 05:55:45,100 - mmaction - INFO - Epoch [74][300/940] lr: 1.000e-03, eta: 5:25:46, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8787, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.5031 2020-07-23 05:55:56,983 - mmaction - INFO - Epoch [74][320/940] lr: 1.000e-03, eta: 5:25:29, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8842, loss_cls: 1.1602, loss: 1.1602, grad_norm: 5.3478 2020-07-23 05:56:08,929 - mmaction - INFO - Epoch [74][340/940] lr: 1.000e-03, eta: 5:25:12, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8793, loss_cls: 1.1999, loss: 1.1999, grad_norm: 5.3688 2020-07-23 05:56:20,799 - mmaction - INFO - Epoch [74][360/940] lr: 1.000e-03, eta: 5:24:55, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8770, loss_cls: 1.1948, loss: 1.1948, grad_norm: 5.3884 2020-07-23 05:56:33,147 - mmaction - INFO - Epoch [74][380/940] lr: 1.000e-03, eta: 5:24:38, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8818, loss_cls: 1.1949, loss: 1.1949, grad_norm: 5.4445 2020-07-23 05:56:45,613 - mmaction - INFO - Epoch [74][400/940] lr: 1.000e-03, eta: 5:24:22, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8824, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.4401 2020-07-23 05:56:57,458 - mmaction - INFO - Epoch [74][420/940] lr: 1.000e-03, eta: 5:24:05, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8861, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.3780 2020-07-23 05:57:09,212 - mmaction - INFO - Epoch [74][440/940] lr: 1.000e-03, eta: 5:23:48, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8803, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.5282 2020-07-23 05:57:21,643 - mmaction - INFO - Epoch [74][460/940] lr: 1.000e-03, eta: 5:23:31, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8820, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.4956 2020-07-23 05:57:33,473 - mmaction - INFO - Epoch [74][480/940] lr: 1.000e-03, eta: 5:23:14, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8848, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.5833 2020-07-23 05:57:45,281 - mmaction - INFO - Epoch [74][500/940] lr: 1.000e-03, eta: 5:22:57, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8777, loss_cls: 1.2143, loss: 1.2143, grad_norm: 5.5566 2020-07-23 05:57:57,195 - mmaction - INFO - Epoch [74][520/940] lr: 1.000e-03, eta: 5:22:40, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8840, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.4769 2020-07-23 05:58:09,102 - mmaction - INFO - Epoch [74][540/940] lr: 1.000e-03, eta: 5:22:23, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8873, loss_cls: 1.2060, loss: 1.2060, grad_norm: 5.5436 2020-07-23 05:58:20,876 - mmaction - INFO - Epoch [74][560/940] lr: 1.000e-03, eta: 5:22:06, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8787, loss_cls: 1.2242, loss: 1.2242, grad_norm: 5.4983 2020-07-23 05:58:33,489 - mmaction - INFO - Epoch [74][580/940] lr: 1.000e-03, eta: 5:21:50, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8729, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.6095 2020-07-23 05:58:45,970 - mmaction - INFO - Epoch [74][600/940] lr: 1.000e-03, eta: 5:21:33, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8842, loss_cls: 1.1785, loss: 1.1785, grad_norm: 5.4734 2020-07-23 05:58:57,816 - mmaction - INFO - Epoch [74][620/940] lr: 1.000e-03, eta: 5:21:16, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8855, loss_cls: 1.2037, loss: 1.2037, grad_norm: 5.4788 2020-07-23 05:59:10,459 - mmaction - INFO - Epoch [74][640/940] lr: 1.000e-03, eta: 5:21:00, time: 0.632, data_time: 0.023, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1846, loss: 1.1846, grad_norm: 5.4376 2020-07-23 05:59:22,925 - mmaction - INFO - Epoch [74][660/940] lr: 1.000e-03, eta: 5:20:43, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8789, loss_cls: 1.2036, loss: 1.2036, grad_norm: 5.4168 2020-07-23 05:59:34,937 - mmaction - INFO - Epoch [74][680/940] lr: 1.000e-03, eta: 5:20:26, time: 0.602, data_time: 0.016, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8762, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.5624 2020-07-23 05:59:46,759 - mmaction - INFO - Epoch [74][700/940] lr: 1.000e-03, eta: 5:20:09, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8768, loss_cls: 1.2110, loss: 1.2110, grad_norm: 5.4901 2020-07-23 05:59:58,594 - mmaction - INFO - Epoch [74][720/940] lr: 1.000e-03, eta: 5:19:52, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8756, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.4235 2020-07-23 06:00:16,836 - mmaction - INFO - Epoch [74][740/940] lr: 1.000e-03, eta: 5:19:38, time: 0.898, data_time: 0.001, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8904, loss_cls: 1.1380, loss: 1.1380, grad_norm: 5.3487 2020-07-23 06:00:30,093 - mmaction - INFO - Epoch [74][760/940] lr: 1.000e-03, eta: 5:19:21, time: 0.677, data_time: 0.059, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8762, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.5546 2020-07-23 06:00:41,971 - mmaction - INFO - Epoch [74][780/940] lr: 1.000e-03, eta: 5:19:04, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8836, loss_cls: 1.1588, loss: 1.1588, grad_norm: 5.4063 2020-07-23 06:00:54,422 - mmaction - INFO - Epoch [74][800/940] lr: 1.000e-03, eta: 5:18:48, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8857, loss_cls: 1.1646, loss: 1.1646, grad_norm: 5.4303 2020-07-23 06:01:06,261 - mmaction - INFO - Epoch [74][820/940] lr: 1.000e-03, eta: 5:18:31, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1741, loss: 1.1741, grad_norm: 5.4530 2020-07-23 06:01:18,046 - mmaction - INFO - Epoch [74][840/940] lr: 1.000e-03, eta: 5:18:14, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8848, loss_cls: 1.1844, loss: 1.1844, grad_norm: 5.4624 2020-07-23 06:01:29,981 - mmaction - INFO - Epoch [74][860/940] lr: 1.000e-03, eta: 5:17:57, time: 0.596, data_time: 0.007, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8730, loss_cls: 1.2126, loss: 1.2126, grad_norm: 5.5203 2020-07-23 06:01:42,565 - mmaction - INFO - Epoch [74][880/940] lr: 1.000e-03, eta: 5:17:40, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8840, loss_cls: 1.1757, loss: 1.1757, grad_norm: 5.5052 2020-07-23 06:01:54,332 - mmaction - INFO - Epoch [74][900/940] lr: 1.000e-03, eta: 5:17:24, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8791, loss_cls: 1.2118, loss: 1.2118, grad_norm: 5.5651 2020-07-23 06:02:06,903 - mmaction - INFO - Epoch [74][920/940] lr: 1.000e-03, eta: 5:17:07, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8861, loss_cls: 1.1648, loss: 1.1648, grad_norm: 5.4757 2020-07-23 06:02:18,054 - mmaction - INFO - Epoch [74][940/940] lr: 1.000e-03, eta: 5:16:50, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8795, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.6076 2020-07-23 06:05:18,731 - mmaction - INFO - Epoch [75][20/940] lr: 1.000e-03, eta: 5:17:29, time: 8.547, data_time: 7.889, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8877, loss_cls: 1.1689, loss: 1.1689, grad_norm: 5.4968 2020-07-23 06:05:31,458 - mmaction - INFO - Epoch [75][40/940] lr: 1.000e-03, eta: 5:17:12, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8889, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.4729 2020-07-23 06:05:43,191 - mmaction - INFO - Epoch [75][60/940] lr: 1.000e-03, eta: 5:16:55, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1752, loss: 1.1752, grad_norm: 5.4817 2020-07-23 06:05:55,660 - mmaction - INFO - Epoch [75][80/940] lr: 1.000e-03, eta: 5:16:39, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8885, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.4228 2020-07-23 06:06:08,008 - mmaction - INFO - Epoch [75][100/940] lr: 1.000e-03, eta: 5:16:22, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8834, loss_cls: 1.1746, loss: 1.1746, grad_norm: 5.4709 2020-07-23 06:06:20,417 - mmaction - INFO - Epoch [75][120/940] lr: 1.000e-03, eta: 5:16:05, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8836, loss_cls: 1.1655, loss: 1.1655, grad_norm: 5.4908 2020-07-23 06:06:32,308 - mmaction - INFO - Epoch [75][140/940] lr: 1.000e-03, eta: 5:15:48, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8887, loss_cls: 1.1650, loss: 1.1650, grad_norm: 5.4374 2020-07-23 06:06:44,871 - mmaction - INFO - Epoch [75][160/940] lr: 1.000e-03, eta: 5:15:32, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8902, loss_cls: 1.1495, loss: 1.1495, grad_norm: 5.4158 2020-07-23 06:06:56,595 - mmaction - INFO - Epoch [75][180/940] lr: 1.000e-03, eta: 5:15:15, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8826, loss_cls: 1.1742, loss: 1.1742, grad_norm: 5.5149 2020-07-23 06:07:09,072 - mmaction - INFO - Epoch [75][200/940] lr: 1.000e-03, eta: 5:14:58, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8824, loss_cls: 1.1983, loss: 1.1983, grad_norm: 5.4502 2020-07-23 06:07:21,500 - mmaction - INFO - Epoch [75][220/940] lr: 1.000e-03, eta: 5:14:41, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8846, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.4198 2020-07-23 06:07:33,322 - mmaction - INFO - Epoch [75][240/940] lr: 1.000e-03, eta: 5:14:24, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8871, loss_cls: 1.1831, loss: 1.1831, grad_norm: 5.4906 2020-07-23 06:07:45,253 - mmaction - INFO - Epoch [75][260/940] lr: 1.000e-03, eta: 5:14:08, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8795, loss_cls: 1.1979, loss: 1.1979, grad_norm: 5.4358 2020-07-23 06:07:57,095 - mmaction - INFO - Epoch [75][280/940] lr: 1.000e-03, eta: 5:13:51, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8820, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.4053 2020-07-23 06:08:08,919 - mmaction - INFO - Epoch [75][300/940] lr: 1.000e-03, eta: 5:13:34, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8793, loss_cls: 1.1894, loss: 1.1894, grad_norm: 5.4861 2020-07-23 06:08:20,771 - mmaction - INFO - Epoch [75][320/940] lr: 1.000e-03, eta: 5:13:17, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8824, loss_cls: 1.1927, loss: 1.1927, grad_norm: 5.5113 2020-07-23 06:08:32,567 - mmaction - INFO - Epoch [75][340/940] lr: 1.000e-03, eta: 5:13:00, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8830, loss_cls: 1.1740, loss: 1.1740, grad_norm: 5.4922 2020-07-23 06:08:45,217 - mmaction - INFO - Epoch [75][360/940] lr: 1.000e-03, eta: 5:12:43, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8883, loss_cls: 1.1566, loss: 1.1566, grad_norm: 5.4175 2020-07-23 06:08:56,982 - mmaction - INFO - Epoch [75][380/940] lr: 1.000e-03, eta: 5:12:26, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8801, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.4776 2020-07-23 06:09:08,963 - mmaction - INFO - Epoch [75][400/940] lr: 1.000e-03, eta: 5:12:10, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8889, loss_cls: 1.1356, loss: 1.1356, grad_norm: 5.2861 2020-07-23 06:09:20,753 - mmaction - INFO - Epoch [75][420/940] lr: 1.000e-03, eta: 5:11:53, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1611, loss: 1.1611, grad_norm: 5.4482 2020-07-23 06:09:32,722 - mmaction - INFO - Epoch [75][440/940] lr: 1.000e-03, eta: 5:11:36, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8842, loss_cls: 1.1873, loss: 1.1873, grad_norm: 5.6077 2020-07-23 06:09:44,528 - mmaction - INFO - Epoch [75][460/940] lr: 1.000e-03, eta: 5:11:19, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8906, loss_cls: 1.1398, loss: 1.1398, grad_norm: 5.3236 2020-07-23 06:09:56,446 - mmaction - INFO - Epoch [75][480/940] lr: 1.000e-03, eta: 5:11:02, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8869, loss_cls: 1.1790, loss: 1.1790, grad_norm: 5.6394 2020-07-23 06:10:08,925 - mmaction - INFO - Epoch [75][500/940] lr: 1.000e-03, eta: 5:10:46, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8766, loss_cls: 1.2461, loss: 1.2461, grad_norm: 5.6267 2020-07-23 06:10:20,766 - mmaction - INFO - Epoch [75][520/940] lr: 1.000e-03, eta: 5:10:29, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8811, loss_cls: 1.2007, loss: 1.2007, grad_norm: 5.5179 2020-07-23 06:10:32,650 - mmaction - INFO - Epoch [75][540/940] lr: 1.000e-03, eta: 5:10:12, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8727, loss_cls: 1.2482, loss: 1.2482, grad_norm: 5.6557 2020-07-23 06:10:44,571 - mmaction - INFO - Epoch [75][560/940] lr: 1.000e-03, eta: 5:09:55, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8775, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.4504 2020-07-23 06:10:57,099 - mmaction - INFO - Epoch [75][580/940] lr: 1.000e-03, eta: 5:09:38, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8834, loss_cls: 1.1939, loss: 1.1939, grad_norm: 5.5555 2020-07-23 06:11:09,090 - mmaction - INFO - Epoch [75][600/940] lr: 1.000e-03, eta: 5:09:22, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8732, loss_cls: 1.2299, loss: 1.2299, grad_norm: 5.5923 2020-07-23 06:11:20,839 - mmaction - INFO - Epoch [75][620/940] lr: 1.000e-03, eta: 5:09:05, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8723, loss_cls: 1.2275, loss: 1.2275, grad_norm: 5.5706 2020-07-23 06:11:33,331 - mmaction - INFO - Epoch [75][640/940] lr: 1.000e-03, eta: 5:08:48, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8855, loss_cls: 1.1666, loss: 1.1666, grad_norm: 5.4551 2020-07-23 06:11:45,317 - mmaction - INFO - Epoch [75][660/940] lr: 1.000e-03, eta: 5:08:31, time: 0.604, data_time: 0.009, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8875, loss_cls: 1.1446, loss: 1.1446, grad_norm: 5.3754 2020-07-23 06:11:57,173 - mmaction - INFO - Epoch [75][680/940] lr: 1.000e-03, eta: 5:08:15, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8768, loss_cls: 1.1778, loss: 1.1778, grad_norm: 5.4381 2020-07-23 06:12:08,971 - mmaction - INFO - Epoch [75][700/940] lr: 1.000e-03, eta: 5:07:58, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8893, loss_cls: 1.1738, loss: 1.1738, grad_norm: 5.4224 2020-07-23 06:12:21,430 - mmaction - INFO - Epoch [75][720/940] lr: 1.000e-03, eta: 5:07:41, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8756, loss_cls: 1.2104, loss: 1.2104, grad_norm: 5.5445 2020-07-23 06:12:33,234 - mmaction - INFO - Epoch [75][740/940] lr: 1.000e-03, eta: 5:07:24, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8818, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.4165 2020-07-23 06:12:45,074 - mmaction - INFO - Epoch [75][760/940] lr: 1.000e-03, eta: 5:07:07, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8822, loss_cls: 1.1744, loss: 1.1744, grad_norm: 5.4719 2020-07-23 06:12:57,764 - mmaction - INFO - Epoch [75][780/940] lr: 1.000e-03, eta: 5:06:51, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8754, loss_cls: 1.2361, loss: 1.2361, grad_norm: 5.5077 2020-07-23 06:13:09,529 - mmaction - INFO - Epoch [75][800/940] lr: 1.000e-03, eta: 5:06:34, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8824, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.5045 2020-07-23 06:13:21,821 - mmaction - INFO - Epoch [75][820/940] lr: 1.000e-03, eta: 5:06:17, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8873, loss_cls: 1.1724, loss: 1.1724, grad_norm: 5.3994 2020-07-23 06:13:34,309 - mmaction - INFO - Epoch [75][840/940] lr: 1.000e-03, eta: 5:06:01, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8764, loss_cls: 1.2173, loss: 1.2173, grad_norm: 5.4915 2020-07-23 06:13:46,222 - mmaction - INFO - Epoch [75][860/940] lr: 1.000e-03, eta: 5:05:44, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8797, loss_cls: 1.1801, loss: 1.1801, grad_norm: 5.5174 2020-07-23 06:13:58,717 - mmaction - INFO - Epoch [75][880/940] lr: 1.000e-03, eta: 5:05:27, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8795, loss_cls: 1.2127, loss: 1.2127, grad_norm: 5.5493 2020-07-23 06:14:11,139 - mmaction - INFO - Epoch [75][900/940] lr: 1.000e-03, eta: 5:05:11, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8855, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.4445 2020-07-23 06:14:23,187 - mmaction - INFO - Epoch [75][920/940] lr: 1.000e-03, eta: 5:04:54, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8830, loss_cls: 1.1908, loss: 1.1908, grad_norm: 5.5596 2020-07-23 06:14:34,312 - mmaction - INFO - Epoch [75][940/940] lr: 1.000e-03, eta: 5:04:37, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8807, loss_cls: 1.2021, loss: 1.2021, grad_norm: 5.6027 2020-07-23 06:14:44,106 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-07-23 06:17:36,405 - mmaction - INFO - Epoch [76][20/940] lr: 1.000e-03, eta: 5:05:14, time: 8.595, data_time: 7.914, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8777, loss_cls: 1.1897, loss: 1.1897, grad_norm: 5.4695 2020-07-23 06:17:48,143 - mmaction - INFO - Epoch [76][40/940] lr: 1.000e-03, eta: 5:04:57, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8826, loss_cls: 1.1919, loss: 1.1919, grad_norm: 5.5982 2020-07-23 06:18:00,777 - mmaction - INFO - Epoch [76][60/940] lr: 1.000e-03, eta: 5:04:40, time: 0.631, data_time: 0.014, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8891, loss_cls: 1.1591, loss: 1.1591, grad_norm: 5.4137 2020-07-23 06:18:12,574 - mmaction - INFO - Epoch [76][80/940] lr: 1.000e-03, eta: 5:04:23, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8795, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.5867 2020-07-23 06:18:24,387 - mmaction - INFO - Epoch [76][100/940] lr: 1.000e-03, eta: 5:04:06, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.5219 2020-07-23 06:18:36,300 - mmaction - INFO - Epoch [76][120/940] lr: 1.000e-03, eta: 5:03:50, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8779, loss_cls: 1.1823, loss: 1.1823, grad_norm: 5.4934 2020-07-23 06:18:48,769 - mmaction - INFO - Epoch [76][140/940] lr: 1.000e-03, eta: 5:03:33, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8797, loss_cls: 1.1893, loss: 1.1893, grad_norm: 5.4943 2020-07-23 06:19:00,522 - mmaction - INFO - Epoch [76][160/940] lr: 1.000e-03, eta: 5:03:16, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8766, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.5544 2020-07-23 06:19:12,319 - mmaction - INFO - Epoch [76][180/940] lr: 1.000e-03, eta: 5:02:59, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8840, loss_cls: 1.1771, loss: 1.1771, grad_norm: 5.5049 2020-07-23 06:19:24,792 - mmaction - INFO - Epoch [76][200/940] lr: 1.000e-03, eta: 5:02:43, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8863, loss_cls: 1.1785, loss: 1.1785, grad_norm: 5.6215 2020-07-23 06:19:36,934 - mmaction - INFO - Epoch [76][220/940] lr: 1.000e-03, eta: 5:02:26, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8863, loss_cls: 1.1803, loss: 1.1803, grad_norm: 5.4861 2020-07-23 06:19:48,747 - mmaction - INFO - Epoch [76][240/940] lr: 1.000e-03, eta: 5:02:09, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8895, loss_cls: 1.1362, loss: 1.1362, grad_norm: 5.4640 2020-07-23 06:20:00,679 - mmaction - INFO - Epoch [76][260/940] lr: 1.000e-03, eta: 5:01:52, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8826, loss_cls: 1.1663, loss: 1.1663, grad_norm: 5.3842 2020-07-23 06:20:12,599 - mmaction - INFO - Epoch [76][280/940] lr: 1.000e-03, eta: 5:01:36, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8828, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.4489 2020-07-23 06:20:24,541 - mmaction - INFO - Epoch [76][300/940] lr: 1.000e-03, eta: 5:01:19, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8881, loss_cls: 1.1333, loss: 1.1333, grad_norm: 5.3687 2020-07-23 06:20:36,938 - mmaction - INFO - Epoch [76][320/940] lr: 1.000e-03, eta: 5:01:02, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8787, loss_cls: 1.2098, loss: 1.2098, grad_norm: 5.6183 2020-07-23 06:20:49,451 - mmaction - INFO - Epoch [76][340/940] lr: 1.000e-03, eta: 5:00:46, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1509, loss: 1.1509, grad_norm: 5.4695 2020-07-23 06:21:01,207 - mmaction - INFO - Epoch [76][360/940] lr: 1.000e-03, eta: 5:00:29, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8885, loss_cls: 1.1570, loss: 1.1570, grad_norm: 5.4079 2020-07-23 06:21:13,750 - mmaction - INFO - Epoch [76][380/940] lr: 1.000e-03, eta: 5:00:12, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8896, loss_cls: 1.1533, loss: 1.1533, grad_norm: 5.4901 2020-07-23 06:21:25,676 - mmaction - INFO - Epoch [76][400/940] lr: 1.000e-03, eta: 4:59:55, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8771, loss_cls: 1.2232, loss: 1.2232, grad_norm: 5.6313 2020-07-23 06:21:37,519 - mmaction - INFO - Epoch [76][420/940] lr: 1.000e-03, eta: 4:59:39, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8809, loss_cls: 1.1836, loss: 1.1836, grad_norm: 5.4965 2020-07-23 06:21:49,311 - mmaction - INFO - Epoch [76][440/940] lr: 1.000e-03, eta: 4:59:22, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8812, loss_cls: 1.2039, loss: 1.2039, grad_norm: 5.5902 2020-07-23 06:22:01,857 - mmaction - INFO - Epoch [76][460/940] lr: 1.000e-03, eta: 4:59:05, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8871, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.4777 2020-07-23 06:22:13,656 - mmaction - INFO - Epoch [76][480/940] lr: 1.000e-03, eta: 4:58:48, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8832, loss_cls: 1.1863, loss: 1.1863, grad_norm: 5.5043 2020-07-23 06:22:25,438 - mmaction - INFO - Epoch [76][500/940] lr: 1.000e-03, eta: 4:58:32, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8820, loss_cls: 1.1556, loss: 1.1556, grad_norm: 5.3790 2020-07-23 06:22:38,147 - mmaction - INFO - Epoch [76][520/940] lr: 1.000e-03, eta: 4:58:15, time: 0.635, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8893, loss_cls: 1.1616, loss: 1.1616, grad_norm: 5.4694 2020-07-23 06:22:49,950 - mmaction - INFO - Epoch [76][540/940] lr: 1.000e-03, eta: 4:57:58, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8742, loss_cls: 1.2148, loss: 1.2148, grad_norm: 5.5626 2020-07-23 06:23:02,678 - mmaction - INFO - Epoch [76][560/940] lr: 1.000e-03, eta: 4:57:42, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8775, loss_cls: 1.1843, loss: 1.1843, grad_norm: 5.4716 2020-07-23 06:23:14,504 - mmaction - INFO - Epoch [76][580/940] lr: 1.000e-03, eta: 4:57:25, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8760, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.6558 2020-07-23 06:23:26,311 - mmaction - INFO - Epoch [76][600/940] lr: 1.000e-03, eta: 4:57:08, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8766, loss_cls: 1.2131, loss: 1.2131, grad_norm: 5.5939 2020-07-23 06:23:38,841 - mmaction - INFO - Epoch [76][620/940] lr: 1.000e-03, eta: 4:56:52, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8861, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.5587 2020-07-23 06:23:50,616 - mmaction - INFO - Epoch [76][640/940] lr: 1.000e-03, eta: 4:56:35, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8826, loss_cls: 1.1919, loss: 1.1919, grad_norm: 5.5744 2020-07-23 06:24:03,162 - mmaction - INFO - Epoch [76][660/940] lr: 1.000e-03, eta: 4:56:18, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8734, loss_cls: 1.2464, loss: 1.2464, grad_norm: 5.6722 2020-07-23 06:24:14,986 - mmaction - INFO - Epoch [76][680/940] lr: 1.000e-03, eta: 4:56:02, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8752, loss_cls: 1.2135, loss: 1.2135, grad_norm: 5.5956 2020-07-23 06:24:27,411 - mmaction - INFO - Epoch [76][700/940] lr: 1.000e-03, eta: 4:55:45, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8768, loss_cls: 1.2041, loss: 1.2041, grad_norm: 5.5595 2020-07-23 06:24:39,347 - mmaction - INFO - Epoch [76][720/940] lr: 1.000e-03, eta: 4:55:28, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8768, loss_cls: 1.2220, loss: 1.2220, grad_norm: 5.5968 2020-07-23 06:24:51,728 - mmaction - INFO - Epoch [76][740/940] lr: 1.000e-03, eta: 4:55:12, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8918, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.5255 2020-07-23 06:25:03,522 - mmaction - INFO - Epoch [76][760/940] lr: 1.000e-03, eta: 4:54:55, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8824, loss_cls: 1.1946, loss: 1.1946, grad_norm: 5.6043 2020-07-23 06:25:15,455 - mmaction - INFO - Epoch [76][780/940] lr: 1.000e-03, eta: 4:54:38, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8809, loss_cls: 1.1893, loss: 1.1893, grad_norm: 5.4419 2020-07-23 06:25:27,303 - mmaction - INFO - Epoch [76][800/940] lr: 1.000e-03, eta: 4:54:21, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8822, loss_cls: 1.1956, loss: 1.1956, grad_norm: 5.5200 2020-07-23 06:25:39,028 - mmaction - INFO - Epoch [76][820/940] lr: 1.000e-03, eta: 4:54:05, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8881, loss_cls: 1.1607, loss: 1.1607, grad_norm: 5.5130 2020-07-23 06:25:51,368 - mmaction - INFO - Epoch [76][840/940] lr: 1.000e-03, eta: 4:53:48, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8754, loss_cls: 1.2127, loss: 1.2127, grad_norm: 5.5444 2020-07-23 06:26:03,185 - mmaction - INFO - Epoch [76][860/940] lr: 1.000e-03, eta: 4:53:31, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8811, loss_cls: 1.1836, loss: 1.1836, grad_norm: 5.5270 2020-07-23 06:26:15,781 - mmaction - INFO - Epoch [76][880/940] lr: 1.000e-03, eta: 4:53:15, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8811, loss_cls: 1.2040, loss: 1.2040, grad_norm: 5.6548 2020-07-23 06:26:27,601 - mmaction - INFO - Epoch [76][900/940] lr: 1.000e-03, eta: 4:52:58, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8832, loss_cls: 1.1672, loss: 1.1672, grad_norm: 5.5656 2020-07-23 06:26:39,339 - mmaction - INFO - Epoch [76][920/940] lr: 1.000e-03, eta: 4:52:41, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8830, loss_cls: 1.1660, loss: 1.1660, grad_norm: 5.4674 2020-07-23 06:26:51,089 - mmaction - INFO - Epoch [76][940/940] lr: 1.000e-03, eta: 4:52:25, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.5730 2020-07-23 06:29:43,688 - mmaction - INFO - Epoch [77][20/940] lr: 1.000e-03, eta: 4:52:57, time: 8.422, data_time: 7.691, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8832, loss_cls: 1.1818, loss: 1.1818, grad_norm: 5.5669 2020-07-23 06:29:55,584 - mmaction - INFO - Epoch [77][40/940] lr: 1.000e-03, eta: 4:52:41, time: 0.596, data_time: 0.006, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8834, loss_cls: 1.1769, loss: 1.1769, grad_norm: 5.4592 2020-07-23 06:30:07,345 - mmaction - INFO - Epoch [77][60/940] lr: 1.000e-03, eta: 4:52:24, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8908, loss_cls: 1.1377, loss: 1.1377, grad_norm: 5.4696 2020-07-23 06:30:19,902 - mmaction - INFO - Epoch [77][80/940] lr: 1.000e-03, eta: 4:52:07, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8887, loss_cls: 1.1380, loss: 1.1380, grad_norm: 5.5020 2020-07-23 06:30:31,670 - mmaction - INFO - Epoch [77][100/940] lr: 1.000e-03, eta: 4:51:50, time: 0.592, data_time: 0.006, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8904, loss_cls: 1.1595, loss: 1.1595, grad_norm: 5.5728 2020-07-23 06:30:44,634 - mmaction - INFO - Epoch [77][120/940] lr: 1.000e-03, eta: 4:51:34, time: 0.649, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8857, loss_cls: 1.1477, loss: 1.1477, grad_norm: 5.4503 2020-07-23 06:30:57,109 - mmaction - INFO - Epoch [77][140/940] lr: 1.000e-03, eta: 4:51:17, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1573, loss: 1.1573, grad_norm: 5.4944 2020-07-23 06:31:09,432 - mmaction - INFO - Epoch [77][160/940] lr: 1.000e-03, eta: 4:51:01, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8760, loss_cls: 1.1993, loss: 1.1993, grad_norm: 5.5754 2020-07-23 06:31:22,023 - mmaction - INFO - Epoch [77][180/940] lr: 1.000e-03, eta: 4:50:44, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8854, loss_cls: 1.1586, loss: 1.1586, grad_norm: 5.5244 2020-07-23 06:31:34,364 - mmaction - INFO - Epoch [77][200/940] lr: 1.000e-03, eta: 4:50:28, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8783, loss_cls: 1.1878, loss: 1.1878, grad_norm: 5.5090 2020-07-23 06:31:46,803 - mmaction - INFO - Epoch [77][220/940] lr: 1.000e-03, eta: 4:50:11, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8855, loss_cls: 1.1454, loss: 1.1454, grad_norm: 5.4581 2020-07-23 06:31:58,620 - mmaction - INFO - Epoch [77][240/940] lr: 1.000e-03, eta: 4:49:54, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8869, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.4686 2020-07-23 06:32:11,152 - mmaction - INFO - Epoch [77][260/940] lr: 1.000e-03, eta: 4:49:38, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8779, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.5194 2020-07-23 06:32:23,700 - mmaction - INFO - Epoch [77][280/940] lr: 1.000e-03, eta: 4:49:21, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8920, loss_cls: 1.1401, loss: 1.1401, grad_norm: 5.3731 2020-07-23 06:32:35,406 - mmaction - INFO - Epoch [77][300/940] lr: 1.000e-03, eta: 4:49:04, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8803, loss_cls: 1.1664, loss: 1.1664, grad_norm: 5.4850 2020-07-23 06:32:47,232 - mmaction - INFO - Epoch [77][320/940] lr: 1.000e-03, eta: 4:48:48, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8805, loss_cls: 1.2104, loss: 1.2104, grad_norm: 5.5915 2020-07-23 06:32:59,741 - mmaction - INFO - Epoch [77][340/940] lr: 1.000e-03, eta: 4:48:31, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8797, loss_cls: 1.1819, loss: 1.1819, grad_norm: 5.5849 2020-07-23 06:33:11,532 - mmaction - INFO - Epoch [77][360/940] lr: 1.000e-03, eta: 4:48:14, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8826, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.6461 2020-07-23 06:33:23,385 - mmaction - INFO - Epoch [77][380/940] lr: 1.000e-03, eta: 4:47:58, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8855, loss_cls: 1.1796, loss: 1.1796, grad_norm: 5.4929 2020-07-23 06:33:35,247 - mmaction - INFO - Epoch [77][400/940] lr: 1.000e-03, eta: 4:47:41, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8910, loss_cls: 1.1547, loss: 1.1547, grad_norm: 5.5251 2020-07-23 06:33:47,213 - mmaction - INFO - Epoch [77][420/940] lr: 1.000e-03, eta: 4:47:24, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8844, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.4994 2020-07-23 06:33:59,134 - mmaction - INFO - Epoch [77][440/940] lr: 1.000e-03, eta: 4:47:08, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1671, loss: 1.1671, grad_norm: 5.5766 2020-07-23 06:34:11,622 - mmaction - INFO - Epoch [77][460/940] lr: 1.000e-03, eta: 4:46:51, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8805, loss_cls: 1.2012, loss: 1.2012, grad_norm: 5.5197 2020-07-23 06:34:23,525 - mmaction - INFO - Epoch [77][480/940] lr: 1.000e-03, eta: 4:46:34, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1861, loss: 1.1861, grad_norm: 5.5120 2020-07-23 06:34:35,467 - mmaction - INFO - Epoch [77][500/940] lr: 1.000e-03, eta: 4:46:18, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8809, loss_cls: 1.1909, loss: 1.1909, grad_norm: 5.6045 2020-07-23 06:34:47,945 - mmaction - INFO - Epoch [77][520/940] lr: 1.000e-03, eta: 4:46:01, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8816, loss_cls: 1.1878, loss: 1.1878, grad_norm: 5.6144 2020-07-23 06:34:59,745 - mmaction - INFO - Epoch [77][540/940] lr: 1.000e-03, eta: 4:45:44, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8840, loss_cls: 1.2015, loss: 1.2015, grad_norm: 5.6886 2020-07-23 06:35:11,466 - mmaction - INFO - Epoch [77][560/940] lr: 1.000e-03, eta: 4:45:28, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8762, loss_cls: 1.2096, loss: 1.2096, grad_norm: 5.6493 2020-07-23 06:35:23,397 - mmaction - INFO - Epoch [77][580/940] lr: 1.000e-03, eta: 4:45:11, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8826, loss_cls: 1.1644, loss: 1.1644, grad_norm: 5.5111 2020-07-23 06:35:36,114 - mmaction - INFO - Epoch [77][600/940] lr: 1.000e-03, eta: 4:44:55, time: 0.636, data_time: 0.024, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2132, loss: 1.2132, grad_norm: 5.6960 2020-07-23 06:35:48,668 - mmaction - INFO - Epoch [77][620/940] lr: 1.000e-03, eta: 4:44:38, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8887, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.5157 2020-07-23 06:36:00,444 - mmaction - INFO - Epoch [77][640/940] lr: 1.000e-03, eta: 4:44:21, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8803, loss_cls: 1.2212, loss: 1.2212, grad_norm: 5.7371 2020-07-23 06:36:12,779 - mmaction - INFO - Epoch [77][660/940] lr: 1.000e-03, eta: 4:44:05, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8793, loss_cls: 1.1893, loss: 1.1893, grad_norm: 5.5397 2020-07-23 06:36:24,560 - mmaction - INFO - Epoch [77][680/940] lr: 1.000e-03, eta: 4:43:48, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8848, loss_cls: 1.1549, loss: 1.1549, grad_norm: 5.4900 2020-07-23 06:36:36,778 - mmaction - INFO - Epoch [77][700/940] lr: 1.000e-03, eta: 4:43:31, time: 0.613, data_time: 0.003, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8725, loss_cls: 1.2160, loss: 1.2160, grad_norm: 5.5557 2020-07-23 06:36:49,233 - mmaction - INFO - Epoch [77][720/940] lr: 1.000e-03, eta: 4:43:15, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8789, loss_cls: 1.1955, loss: 1.1955, grad_norm: 5.5767 2020-07-23 06:37:01,135 - mmaction - INFO - Epoch [77][740/940] lr: 1.000e-03, eta: 4:42:58, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8844, loss_cls: 1.1685, loss: 1.1685, grad_norm: 5.4852 2020-07-23 06:37:13,109 - mmaction - INFO - Epoch [77][760/940] lr: 1.000e-03, eta: 4:42:42, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8879, loss_cls: 1.1777, loss: 1.1777, grad_norm: 5.5656 2020-07-23 06:37:24,968 - mmaction - INFO - Epoch [77][780/940] lr: 1.000e-03, eta: 4:42:25, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8830, loss_cls: 1.1766, loss: 1.1766, grad_norm: 5.5956 2020-07-23 06:37:38,179 - mmaction - INFO - Epoch [77][800/940] lr: 1.000e-03, eta: 4:42:09, time: 0.660, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8801, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.7076 2020-07-23 06:37:50,024 - mmaction - INFO - Epoch [77][820/940] lr: 1.000e-03, eta: 4:41:52, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8832, loss_cls: 1.1873, loss: 1.1873, grad_norm: 5.5768 2020-07-23 06:38:01,872 - mmaction - INFO - Epoch [77][840/940] lr: 1.000e-03, eta: 4:41:35, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8865, loss_cls: 1.2109, loss: 1.2109, grad_norm: 5.6490 2020-07-23 06:38:13,811 - mmaction - INFO - Epoch [77][860/940] lr: 1.000e-03, eta: 4:41:19, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2154, loss: 1.2154, grad_norm: 5.6462 2020-07-23 06:38:26,450 - mmaction - INFO - Epoch [77][880/940] lr: 1.000e-03, eta: 4:41:02, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8793, loss_cls: 1.1982, loss: 1.1982, grad_norm: 5.5673 2020-07-23 06:38:38,252 - mmaction - INFO - Epoch [77][900/940] lr: 1.000e-03, eta: 4:40:46, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8807, loss_cls: 1.1971, loss: 1.1971, grad_norm: 5.5725 2020-07-23 06:38:50,864 - mmaction - INFO - Epoch [77][920/940] lr: 1.000e-03, eta: 4:40:29, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8812, loss_cls: 1.1750, loss: 1.1750, grad_norm: 5.5331 2020-07-23 06:39:02,035 - mmaction - INFO - Epoch [77][940/940] lr: 1.000e-03, eta: 4:40:12, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8764, loss_cls: 1.2021, loss: 1.2021, grad_norm: 5.6248 2020-07-23 06:41:13,307 - mmaction - INFO - Epoch [78][20/940] lr: 1.000e-03, eta: 4:40:30, time: 6.341, data_time: 5.714, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.4907 2020-07-23 06:41:25,628 - mmaction - INFO - Epoch [78][40/940] lr: 1.000e-03, eta: 4:40:13, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8902, loss_cls: 1.1671, loss: 1.1671, grad_norm: 5.5527 2020-07-23 06:41:37,797 - mmaction - INFO - Epoch [78][60/940] lr: 1.000e-03, eta: 4:39:57, time: 0.610, data_time: 0.003, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8822, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.4767 2020-07-23 06:41:50,422 - mmaction - INFO - Epoch [78][80/940] lr: 1.000e-03, eta: 4:39:40, time: 0.630, data_time: 0.013, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8799, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.5907 2020-07-23 06:42:02,246 - mmaction - INFO - Epoch [78][100/940] lr: 1.000e-03, eta: 4:39:24, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1549, loss: 1.1549, grad_norm: 5.5062 2020-07-23 06:42:14,622 - mmaction - INFO - Epoch [78][120/940] lr: 1.000e-03, eta: 4:39:07, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8887, loss_cls: 1.1583, loss: 1.1583, grad_norm: 5.5091 2020-07-23 06:42:26,964 - mmaction - INFO - Epoch [78][140/940] lr: 1.000e-03, eta: 4:38:51, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8838, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.5676 2020-07-23 06:42:39,166 - mmaction - INFO - Epoch [78][160/940] lr: 1.000e-03, eta: 4:38:34, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8775, loss_cls: 1.2016, loss: 1.2016, grad_norm: 5.6471 2020-07-23 06:42:51,032 - mmaction - INFO - Epoch [78][180/940] lr: 1.000e-03, eta: 4:38:17, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8830, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.5538 2020-07-23 06:43:03,473 - mmaction - INFO - Epoch [78][200/940] lr: 1.000e-03, eta: 4:38:01, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8797, loss_cls: 1.1911, loss: 1.1911, grad_norm: 5.6332 2020-07-23 06:43:15,193 - mmaction - INFO - Epoch [78][220/940] lr: 1.000e-03, eta: 4:37:44, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8904, loss_cls: 1.1557, loss: 1.1557, grad_norm: 5.5229 2020-07-23 06:43:27,759 - mmaction - INFO - Epoch [78][240/940] lr: 1.000e-03, eta: 4:37:28, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8861, loss_cls: 1.1577, loss: 1.1577, grad_norm: 5.4915 2020-07-23 06:43:39,715 - mmaction - INFO - Epoch [78][260/940] lr: 1.000e-03, eta: 4:37:11, time: 0.600, data_time: 0.004, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8787, loss_cls: 1.1817, loss: 1.1817, grad_norm: 5.5252 2020-07-23 06:43:51,547 - mmaction - INFO - Epoch [78][280/940] lr: 1.000e-03, eta: 4:36:54, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8791, loss_cls: 1.2111, loss: 1.2111, grad_norm: 5.6582 2020-07-23 06:44:03,267 - mmaction - INFO - Epoch [78][300/940] lr: 1.000e-03, eta: 4:36:38, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8875, loss_cls: 1.1521, loss: 1.1521, grad_norm: 5.5103 2020-07-23 06:44:15,106 - mmaction - INFO - Epoch [78][320/940] lr: 1.000e-03, eta: 4:36:21, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8871, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.5918 2020-07-23 06:44:26,859 - mmaction - INFO - Epoch [78][340/940] lr: 1.000e-03, eta: 4:36:04, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8779, loss_cls: 1.1831, loss: 1.1831, grad_norm: 5.4581 2020-07-23 06:44:38,800 - mmaction - INFO - Epoch [78][360/940] lr: 1.000e-03, eta: 4:35:48, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8795, loss_cls: 1.1769, loss: 1.1769, grad_norm: 5.5076 2020-07-23 06:44:51,334 - mmaction - INFO - Epoch [78][380/940] lr: 1.000e-03, eta: 4:35:31, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8854, loss_cls: 1.1645, loss: 1.1645, grad_norm: 5.5536 2020-07-23 06:45:03,163 - mmaction - INFO - Epoch [78][400/940] lr: 1.000e-03, eta: 4:35:15, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8832, loss_cls: 1.1914, loss: 1.1914, grad_norm: 5.6067 2020-07-23 06:45:15,125 - mmaction - INFO - Epoch [78][420/940] lr: 1.000e-03, eta: 4:34:58, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8838, loss_cls: 1.1837, loss: 1.1837, grad_norm: 5.5360 2020-07-23 06:45:27,380 - mmaction - INFO - Epoch [78][440/940] lr: 1.000e-03, eta: 4:34:41, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8801, loss_cls: 1.1689, loss: 1.1689, grad_norm: 5.4570 2020-07-23 06:45:39,225 - mmaction - INFO - Epoch [78][460/940] lr: 1.000e-03, eta: 4:34:25, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8846, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.5445 2020-07-23 06:45:51,861 - mmaction - INFO - Epoch [78][480/940] lr: 1.000e-03, eta: 4:34:08, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8865, loss_cls: 1.1848, loss: 1.1848, grad_norm: 5.6976 2020-07-23 06:46:03,695 - mmaction - INFO - Epoch [78][500/940] lr: 1.000e-03, eta: 4:33:52, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8844, loss_cls: 1.1654, loss: 1.1654, grad_norm: 5.4754 2020-07-23 06:46:16,350 - mmaction - INFO - Epoch [78][520/940] lr: 1.000e-03, eta: 4:33:35, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1851, loss: 1.1851, grad_norm: 5.6172 2020-07-23 06:46:28,683 - mmaction - INFO - Epoch [78][540/940] lr: 1.000e-03, eta: 4:33:19, time: 0.618, data_time: 0.004, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8812, loss_cls: 1.2003, loss: 1.2003, grad_norm: 5.6471 2020-07-23 06:46:41,292 - mmaction - INFO - Epoch [78][560/940] lr: 1.000e-03, eta: 4:33:02, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.5717 2020-07-23 06:46:53,211 - mmaction - INFO - Epoch [78][580/940] lr: 1.000e-03, eta: 4:32:46, time: 0.597, data_time: 0.007, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8883, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.5006 2020-07-23 06:47:04,973 - mmaction - INFO - Epoch [78][600/940] lr: 1.000e-03, eta: 4:32:29, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8809, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.4388 2020-07-23 06:47:16,869 - mmaction - INFO - Epoch [78][620/940] lr: 1.000e-03, eta: 4:32:13, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8826, loss_cls: 1.1807, loss: 1.1807, grad_norm: 5.6020 2020-07-23 06:47:29,163 - mmaction - INFO - Epoch [78][640/940] lr: 1.000e-03, eta: 4:31:56, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8875, loss_cls: 1.1354, loss: 1.1354, grad_norm: 5.3559 2020-07-23 06:47:41,624 - mmaction - INFO - Epoch [78][660/940] lr: 1.000e-03, eta: 4:31:40, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8730, loss_cls: 1.2107, loss: 1.2107, grad_norm: 5.6437 2020-07-23 06:47:53,469 - mmaction - INFO - Epoch [78][680/940] lr: 1.000e-03, eta: 4:31:23, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8932, loss_cls: 1.1213, loss: 1.1213, grad_norm: 5.4900 2020-07-23 06:48:05,293 - mmaction - INFO - Epoch [78][700/940] lr: 1.000e-03, eta: 4:31:06, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8832, loss_cls: 1.1686, loss: 1.1686, grad_norm: 5.5168 2020-07-23 06:48:17,066 - mmaction - INFO - Epoch [78][720/940] lr: 1.000e-03, eta: 4:30:50, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8771, loss_cls: 1.2180, loss: 1.2180, grad_norm: 5.6691 2020-07-23 06:48:28,924 - mmaction - INFO - Epoch [78][740/940] lr: 1.000e-03, eta: 4:30:33, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8795, loss_cls: 1.2037, loss: 1.2037, grad_norm: 5.6650 2020-07-23 06:48:40,806 - mmaction - INFO - Epoch [78][760/940] lr: 1.000e-03, eta: 4:30:17, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8916, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.6372 2020-07-23 06:48:53,378 - mmaction - INFO - Epoch [78][780/940] lr: 1.000e-03, eta: 4:30:00, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8852, loss_cls: 1.1565, loss: 1.1565, grad_norm: 5.4493 2020-07-23 06:49:05,091 - mmaction - INFO - Epoch [78][800/940] lr: 1.000e-03, eta: 4:29:43, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1539, loss: 1.1539, grad_norm: 5.5033 2020-07-23 06:49:16,997 - mmaction - INFO - Epoch [78][820/940] lr: 1.000e-03, eta: 4:29:27, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8736, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.6078 2020-07-23 06:49:28,961 - mmaction - INFO - Epoch [78][840/940] lr: 1.000e-03, eta: 4:29:10, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8758, loss_cls: 1.1865, loss: 1.1865, grad_norm: 5.5429 2020-07-23 06:49:41,531 - mmaction - INFO - Epoch [78][860/940] lr: 1.000e-03, eta: 4:28:54, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8832, loss_cls: 1.1970, loss: 1.1970, grad_norm: 5.6398 2020-07-23 06:49:53,401 - mmaction - INFO - Epoch [78][880/940] lr: 1.000e-03, eta: 4:28:37, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8885, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.5854 2020-07-23 06:50:05,206 - mmaction - INFO - Epoch [78][900/940] lr: 1.000e-03, eta: 4:28:21, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8770, loss_cls: 1.2035, loss: 1.2035, grad_norm: 5.6679 2020-07-23 06:50:17,774 - mmaction - INFO - Epoch [78][920/940] lr: 1.000e-03, eta: 4:28:04, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8838, loss_cls: 1.1743, loss: 1.1743, grad_norm: 5.5673 2020-07-23 06:50:28,968 - mmaction - INFO - Epoch [78][940/940] lr: 1.000e-03, eta: 4:27:48, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.7144, top5_acc: 0.8862, loss_cls: 1.1660, loss: 1.1660, grad_norm: 5.6646 2020-07-23 06:53:40,806 - mmaction - INFO - Epoch [79][20/940] lr: 1.000e-03, eta: 4:28:20, time: 9.373, data_time: 8.676, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8871, loss_cls: 1.1575, loss: 1.1575, grad_norm: 5.5262 2020-07-23 06:53:52,588 - mmaction - INFO - Epoch [79][40/940] lr: 1.000e-03, eta: 4:28:04, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8863, loss_cls: 1.1562, loss: 1.1562, grad_norm: 5.5012 2020-07-23 06:54:05,030 - mmaction - INFO - Epoch [79][60/940] lr: 1.000e-03, eta: 4:27:47, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8801, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.6170 2020-07-23 06:54:16,859 - mmaction - INFO - Epoch [79][80/940] lr: 1.000e-03, eta: 4:27:31, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8824, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.5754 2020-07-23 06:54:28,591 - mmaction - INFO - Epoch [79][100/940] lr: 1.000e-03, eta: 4:27:14, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8842, loss_cls: 1.1729, loss: 1.1729, grad_norm: 5.5655 2020-07-23 06:54:41,060 - mmaction - INFO - Epoch [79][120/940] lr: 1.000e-03, eta: 4:26:58, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8869, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.6587 2020-07-23 06:54:53,493 - mmaction - INFO - Epoch [79][140/940] lr: 1.000e-03, eta: 4:26:41, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8857, loss_cls: 1.1649, loss: 1.1649, grad_norm: 5.5658 2020-07-23 06:55:05,397 - mmaction - INFO - Epoch [79][160/940] lr: 1.000e-03, eta: 4:26:25, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8873, loss_cls: 1.1549, loss: 1.1549, grad_norm: 5.5395 2020-07-23 06:55:17,675 - mmaction - INFO - Epoch [79][180/940] lr: 1.000e-03, eta: 4:26:08, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8828, loss_cls: 1.1669, loss: 1.1669, grad_norm: 5.4902 2020-07-23 06:55:30,247 - mmaction - INFO - Epoch [79][200/940] lr: 1.000e-03, eta: 4:25:52, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8865, loss_cls: 1.1545, loss: 1.1545, grad_norm: 5.5221 2020-07-23 06:55:42,376 - mmaction - INFO - Epoch [79][220/940] lr: 1.000e-03, eta: 4:25:35, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8855, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.5748 2020-07-23 06:55:54,833 - mmaction - INFO - Epoch [79][240/940] lr: 1.000e-03, eta: 4:25:19, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8857, loss_cls: 1.1751, loss: 1.1751, grad_norm: 5.5565 2020-07-23 06:56:06,772 - mmaction - INFO - Epoch [79][260/940] lr: 1.000e-03, eta: 4:25:02, time: 0.597, data_time: 0.005, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8811, loss_cls: 1.1992, loss: 1.1992, grad_norm: 5.6263 2020-07-23 06:56:18,571 - mmaction - INFO - Epoch [79][280/940] lr: 1.000e-03, eta: 4:24:45, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8795, loss_cls: 1.2059, loss: 1.2059, grad_norm: 5.7083 2020-07-23 06:56:31,266 - mmaction - INFO - Epoch [79][300/940] lr: 1.000e-03, eta: 4:24:29, time: 0.634, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8822, loss_cls: 1.1652, loss: 1.1652, grad_norm: 5.5985 2020-07-23 06:56:43,148 - mmaction - INFO - Epoch [79][320/940] lr: 1.000e-03, eta: 4:24:12, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8822, loss_cls: 1.1991, loss: 1.1991, grad_norm: 5.7533 2020-07-23 06:56:55,682 - mmaction - INFO - Epoch [79][340/940] lr: 1.000e-03, eta: 4:23:56, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8775, loss_cls: 1.1939, loss: 1.1939, grad_norm: 5.6644 2020-07-23 06:57:07,512 - mmaction - INFO - Epoch [79][360/940] lr: 1.000e-03, eta: 4:23:39, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8881, loss_cls: 1.1422, loss: 1.1422, grad_norm: 5.5613 2020-07-23 06:57:19,274 - mmaction - INFO - Epoch [79][380/940] lr: 1.000e-03, eta: 4:23:23, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8902, loss_cls: 1.1403, loss: 1.1403, grad_norm: 5.4811 2020-07-23 06:57:31,776 - mmaction - INFO - Epoch [79][400/940] lr: 1.000e-03, eta: 4:23:06, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1871, loss: 1.1871, grad_norm: 5.5812 2020-07-23 06:57:51,583 - mmaction - INFO - Epoch [79][420/940] lr: 1.000e-03, eta: 4:22:52, time: 0.989, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8789, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.6581 2020-07-23 06:58:15,975 - mmaction - INFO - Epoch [79][440/940] lr: 1.000e-03, eta: 4:22:39, time: 1.216, data_time: 0.188, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8781, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.6829 2020-07-23 06:58:28,424 - mmaction - INFO - Epoch [79][460/940] lr: 1.000e-03, eta: 4:22:22, time: 0.627, data_time: 0.031, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8844, loss_cls: 1.1488, loss: 1.1488, grad_norm: 5.4468 2020-07-23 06:58:40,160 - mmaction - INFO - Epoch [79][480/940] lr: 1.000e-03, eta: 4:22:06, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8818, loss_cls: 1.1652, loss: 1.1652, grad_norm: 5.5645 2020-07-23 06:58:52,104 - mmaction - INFO - Epoch [79][500/940] lr: 1.000e-03, eta: 4:21:49, time: 0.597, data_time: 0.011, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8842, loss_cls: 1.1657, loss: 1.1657, grad_norm: 5.6749 2020-07-23 06:59:04,535 - mmaction - INFO - Epoch [79][520/940] lr: 1.000e-03, eta: 4:21:33, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8875, loss_cls: 1.1851, loss: 1.1851, grad_norm: 5.6979 2020-07-23 06:59:43,057 - mmaction - INFO - Epoch [79][540/940] lr: 1.000e-03, eta: 4:21:24, time: 1.924, data_time: 0.989, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8869, loss_cls: 1.1513, loss: 1.1513, grad_norm: 5.5081 2020-07-23 07:00:12,538 - mmaction - INFO - Epoch [79][560/940] lr: 1.000e-03, eta: 4:21:12, time: 1.472, data_time: 0.383, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8863, loss_cls: 1.1491, loss: 1.1491, grad_norm: 5.5596 2020-07-23 07:00:25,614 - mmaction - INFO - Epoch [79][580/940] lr: 1.000e-03, eta: 4:20:55, time: 0.657, data_time: 0.010, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8758, loss_cls: 1.1924, loss: 1.1924, grad_norm: 5.6532 2020-07-23 07:00:37,367 - mmaction - INFO - Epoch [79][600/940] lr: 1.000e-03, eta: 4:20:39, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8900, loss_cls: 1.1414, loss: 1.1414, grad_norm: 5.5182 2020-07-23 07:00:49,156 - mmaction - INFO - Epoch [79][620/940] lr: 1.000e-03, eta: 4:20:22, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8857, loss_cls: 1.1887, loss: 1.1887, grad_norm: 5.7420 2020-07-23 07:01:01,681 - mmaction - INFO - Epoch [79][640/940] lr: 1.000e-03, eta: 4:20:06, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8822, loss_cls: 1.2191, loss: 1.2191, grad_norm: 5.7497 2020-07-23 07:01:13,670 - mmaction - INFO - Epoch [79][660/940] lr: 1.000e-03, eta: 4:19:49, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8809, loss_cls: 1.1824, loss: 1.1824, grad_norm: 5.5330 2020-07-23 07:01:29,720 - mmaction - INFO - Epoch [79][680/940] lr: 1.000e-03, eta: 4:19:34, time: 0.802, data_time: 0.193, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8930, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.4415 2020-07-23 07:01:51,545 - mmaction - INFO - Epoch [79][700/940] lr: 1.000e-03, eta: 4:19:20, time: 1.092, data_time: 0.224, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8855, loss_cls: 1.1970, loss: 1.1970, grad_norm: 5.6879 2020-07-23 07:02:18,760 - mmaction - INFO - Epoch [79][720/940] lr: 1.000e-03, eta: 4:19:08, time: 1.361, data_time: 0.488, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1716, loss: 1.1716, grad_norm: 5.5708 2020-07-23 07:02:31,286 - mmaction - INFO - Epoch [79][740/940] lr: 1.000e-03, eta: 4:18:51, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8859, loss_cls: 1.1747, loss: 1.1747, grad_norm: 5.7044 2020-07-23 07:02:43,792 - mmaction - INFO - Epoch [79][760/940] lr: 1.000e-03, eta: 4:18:35, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8775, loss_cls: 1.1856, loss: 1.1856, grad_norm: 5.5962 2020-07-23 07:02:55,958 - mmaction - INFO - Epoch [79][780/940] lr: 1.000e-03, eta: 4:18:18, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8895, loss_cls: 1.1646, loss: 1.1646, grad_norm: 5.6714 2020-07-23 07:03:07,909 - mmaction - INFO - Epoch [79][800/940] lr: 1.000e-03, eta: 4:18:02, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8875, loss_cls: 1.1602, loss: 1.1602, grad_norm: 5.5669 2020-07-23 07:03:19,821 - mmaction - INFO - Epoch [79][820/940] lr: 1.000e-03, eta: 4:17:45, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8848, loss_cls: 1.1831, loss: 1.1831, grad_norm: 5.6494 2020-07-23 07:03:32,400 - mmaction - INFO - Epoch [79][840/940] lr: 1.000e-03, eta: 4:17:29, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8787, loss_cls: 1.2135, loss: 1.2135, grad_norm: 5.7000 2020-07-23 07:03:44,295 - mmaction - INFO - Epoch [79][860/940] lr: 1.000e-03, eta: 4:17:12, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8770, loss_cls: 1.1948, loss: 1.1948, grad_norm: 5.5892 2020-07-23 07:03:56,641 - mmaction - INFO - Epoch [79][880/940] lr: 1.000e-03, eta: 4:16:56, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8811, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.5158 2020-07-23 07:04:08,483 - mmaction - INFO - Epoch [79][900/940] lr: 1.000e-03, eta: 4:16:39, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1684, loss: 1.1684, grad_norm: 5.6064 2020-07-23 07:04:20,304 - mmaction - INFO - Epoch [79][920/940] lr: 1.000e-03, eta: 4:16:23, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8877, loss_cls: 1.1767, loss: 1.1767, grad_norm: 5.6352 2020-07-23 07:04:31,597 - mmaction - INFO - Epoch [79][940/940] lr: 1.000e-03, eta: 4:16:06, time: 0.567, data_time: 0.004, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8837, loss_cls: 1.2023, loss: 1.2023, grad_norm: 5.7670 2020-07-23 07:07:00,341 - mmaction - INFO - Epoch [80][20/940] lr: 1.000e-03, eta: 4:16:24, time: 7.051, data_time: 6.403, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8906, loss_cls: 1.1184, loss: 1.1184, grad_norm: 5.4591 2020-07-23 07:07:12,981 - mmaction - INFO - Epoch [80][40/940] lr: 1.000e-03, eta: 4:16:07, time: 0.632, data_time: 0.019, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8861, loss_cls: 1.1676, loss: 1.1676, grad_norm: 5.5756 2020-07-23 07:07:25,425 - mmaction - INFO - Epoch [80][60/940] lr: 1.000e-03, eta: 4:15:51, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8830, loss_cls: 1.1641, loss: 1.1641, grad_norm: 5.5223 2020-07-23 07:07:37,117 - mmaction - INFO - Epoch [80][80/940] lr: 1.000e-03, eta: 4:15:34, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.6134 2020-07-23 07:07:48,894 - mmaction - INFO - Epoch [80][100/940] lr: 1.000e-03, eta: 4:15:18, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8854, loss_cls: 1.1595, loss: 1.1595, grad_norm: 5.6285 2020-07-23 07:08:00,664 - mmaction - INFO - Epoch [80][120/940] lr: 1.000e-03, eta: 4:15:01, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8895, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.5271 2020-07-23 07:08:12,545 - mmaction - INFO - Epoch [80][140/940] lr: 1.000e-03, eta: 4:14:44, time: 0.594, data_time: 0.010, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8816, loss_cls: 1.2040, loss: 1.2040, grad_norm: 5.7306 2020-07-23 07:08:24,400 - mmaction - INFO - Epoch [80][160/940] lr: 1.000e-03, eta: 4:14:28, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8887, loss_cls: 1.1716, loss: 1.1716, grad_norm: 5.6580 2020-07-23 07:08:36,225 - mmaction - INFO - Epoch [80][180/940] lr: 1.000e-03, eta: 4:14:11, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8877, loss_cls: 1.1435, loss: 1.1435, grad_norm: 5.6080 2020-07-23 07:08:48,047 - mmaction - INFO - Epoch [80][200/940] lr: 1.000e-03, eta: 4:13:55, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8842, loss_cls: 1.1714, loss: 1.1714, grad_norm: 5.6286 2020-07-23 07:08:59,957 - mmaction - INFO - Epoch [80][220/940] lr: 1.000e-03, eta: 4:13:38, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8842, loss_cls: 1.1845, loss: 1.1845, grad_norm: 5.6799 2020-07-23 07:09:11,956 - mmaction - INFO - Epoch [80][240/940] lr: 1.000e-03, eta: 4:13:22, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8850, loss_cls: 1.1716, loss: 1.1716, grad_norm: 5.6430 2020-07-23 07:09:24,805 - mmaction - INFO - Epoch [80][260/940] lr: 1.000e-03, eta: 4:13:05, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8861, loss_cls: 1.1506, loss: 1.1506, grad_norm: 5.6472 2020-07-23 07:09:36,620 - mmaction - INFO - Epoch [80][280/940] lr: 1.000e-03, eta: 4:12:49, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8906, loss_cls: 1.1491, loss: 1.1491, grad_norm: 5.6238 2020-07-23 07:09:49,757 - mmaction - INFO - Epoch [80][300/940] lr: 1.000e-03, eta: 4:12:32, time: 0.657, data_time: 0.002, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8785, loss_cls: 1.2265, loss: 1.2265, grad_norm: 5.7382 2020-07-23 07:10:02,073 - mmaction - INFO - Epoch [80][320/940] lr: 1.000e-03, eta: 4:12:16, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8848, loss_cls: 1.1592, loss: 1.1592, grad_norm: 5.5834 2020-07-23 07:10:14,625 - mmaction - INFO - Epoch [80][340/940] lr: 1.000e-03, eta: 4:12:00, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8893, loss_cls: 1.1178, loss: 1.1178, grad_norm: 5.5277 2020-07-23 07:10:27,261 - mmaction - INFO - Epoch [80][360/940] lr: 1.000e-03, eta: 4:11:43, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8873, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.6280 2020-07-23 07:10:39,111 - mmaction - INFO - Epoch [80][380/940] lr: 1.000e-03, eta: 4:11:27, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8779, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.6482 2020-07-23 07:10:51,626 - mmaction - INFO - Epoch [80][400/940] lr: 1.000e-03, eta: 4:11:10, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8896, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.6100 2020-07-23 07:11:03,398 - mmaction - INFO - Epoch [80][420/940] lr: 1.000e-03, eta: 4:10:54, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8887, loss_cls: 1.1643, loss: 1.1643, grad_norm: 5.6236 2020-07-23 07:11:15,378 - mmaction - INFO - Epoch [80][440/940] lr: 1.000e-03, eta: 4:10:37, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8777, loss_cls: 1.1957, loss: 1.1957, grad_norm: 5.5902 2020-07-23 07:11:27,913 - mmaction - INFO - Epoch [80][460/940] lr: 1.000e-03, eta: 4:10:21, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8793, loss_cls: 1.1928, loss: 1.1928, grad_norm: 5.6616 2020-07-23 07:11:39,808 - mmaction - INFO - Epoch [80][480/940] lr: 1.000e-03, eta: 4:10:04, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8830, loss_cls: 1.1959, loss: 1.1959, grad_norm: 5.8150 2020-07-23 07:11:51,729 - mmaction - INFO - Epoch [80][500/940] lr: 1.000e-03, eta: 4:09:48, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8787, loss_cls: 1.1855, loss: 1.1855, grad_norm: 5.6412 2020-07-23 07:12:04,153 - mmaction - INFO - Epoch [80][520/940] lr: 1.000e-03, eta: 4:09:31, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8822, loss_cls: 1.1590, loss: 1.1590, grad_norm: 5.6217 2020-07-23 07:12:16,597 - mmaction - INFO - Epoch [80][540/940] lr: 1.000e-03, eta: 4:09:15, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8744, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.7346 2020-07-23 07:12:28,304 - mmaction - INFO - Epoch [80][560/940] lr: 1.000e-03, eta: 4:08:58, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8775, loss_cls: 1.1671, loss: 1.1671, grad_norm: 5.6057 2020-07-23 07:12:40,151 - mmaction - INFO - Epoch [80][580/940] lr: 1.000e-03, eta: 4:08:42, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8904, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.5867 2020-07-23 07:12:52,008 - mmaction - INFO - Epoch [80][600/940] lr: 1.000e-03, eta: 4:08:25, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8887, loss_cls: 1.1530, loss: 1.1530, grad_norm: 5.6375 2020-07-23 07:13:04,377 - mmaction - INFO - Epoch [80][620/940] lr: 1.000e-03, eta: 4:08:09, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8877, loss_cls: 1.1576, loss: 1.1576, grad_norm: 5.5899 2020-07-23 07:13:16,333 - mmaction - INFO - Epoch [80][640/940] lr: 1.000e-03, eta: 4:07:53, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8826, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.5641 2020-07-23 07:13:28,666 - mmaction - INFO - Epoch [80][660/940] lr: 1.000e-03, eta: 4:07:36, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8852, loss_cls: 1.1532, loss: 1.1532, grad_norm: 5.5190 2020-07-23 07:13:40,553 - mmaction - INFO - Epoch [80][680/940] lr: 1.000e-03, eta: 4:07:20, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8779, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.6515 2020-07-23 07:13:53,020 - mmaction - INFO - Epoch [80][700/940] lr: 1.000e-03, eta: 4:07:03, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8826, loss_cls: 1.1704, loss: 1.1704, grad_norm: 5.6486 2020-07-23 07:14:04,832 - mmaction - INFO - Epoch [80][720/940] lr: 1.000e-03, eta: 4:06:47, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8846, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.6359 2020-07-23 07:14:17,362 - mmaction - INFO - Epoch [80][740/940] lr: 1.000e-03, eta: 4:06:30, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8848, loss_cls: 1.1490, loss: 1.1490, grad_norm: 5.5667 2020-07-23 07:14:29,951 - mmaction - INFO - Epoch [80][760/940] lr: 1.000e-03, eta: 4:06:14, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8859, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.6407 2020-07-23 07:14:41,849 - mmaction - INFO - Epoch [80][780/940] lr: 1.000e-03, eta: 4:05:58, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8910, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.7172 2020-07-23 07:14:53,801 - mmaction - INFO - Epoch [80][800/940] lr: 1.000e-03, eta: 4:05:41, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8850, loss_cls: 1.1996, loss: 1.1996, grad_norm: 5.7768 2020-07-23 07:15:05,591 - mmaction - INFO - Epoch [80][820/940] lr: 1.000e-03, eta: 4:05:25, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8840, loss_cls: 1.1600, loss: 1.1600, grad_norm: 5.6330 2020-07-23 07:15:17,574 - mmaction - INFO - Epoch [80][840/940] lr: 1.000e-03, eta: 4:05:08, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8787, loss_cls: 1.1986, loss: 1.1986, grad_norm: 5.6452 2020-07-23 07:15:29,984 - mmaction - INFO - Epoch [80][860/940] lr: 1.000e-03, eta: 4:04:52, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8906, loss_cls: 1.1467, loss: 1.1467, grad_norm: 5.6190 2020-07-23 07:15:41,836 - mmaction - INFO - Epoch [80][880/940] lr: 1.000e-03, eta: 4:04:35, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8846, loss_cls: 1.1893, loss: 1.1893, grad_norm: 5.6652 2020-07-23 07:15:54,017 - mmaction - INFO - Epoch [80][900/940] lr: 1.000e-03, eta: 4:04:19, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8842, loss_cls: 1.1641, loss: 1.1641, grad_norm: 5.5832 2020-07-23 07:16:05,823 - mmaction - INFO - Epoch [80][920/940] lr: 1.000e-03, eta: 4:04:02, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8881, loss_cls: 1.1346, loss: 1.1346, grad_norm: 5.5447 2020-07-23 07:16:17,065 - mmaction - INFO - Epoch [80][940/940] lr: 1.000e-03, eta: 4:03:46, time: 0.562, data_time: 0.001, memory: 8344, top1_acc: 0.7089, top5_acc: 0.8858, loss_cls: 1.1639, loss: 1.1639, grad_norm: 5.6009 2020-07-23 07:16:20,330 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-23 07:18:44,794 - mmaction - INFO - Epoch [81][20/940] lr: 1.000e-04, eta: 4:04:02, time: 7.200, data_time: 6.516, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8814, loss_cls: 1.1827, loss: 1.1827, grad_norm: 5.6179 2020-07-23 07:18:56,663 - mmaction - INFO - Epoch [81][40/940] lr: 1.000e-04, eta: 4:03:46, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8879, loss_cls: 1.1498, loss: 1.1498, grad_norm: 5.6304 2020-07-23 07:19:08,528 - mmaction - INFO - Epoch [81][60/940] lr: 1.000e-04, eta: 4:03:29, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8834, loss_cls: 1.1533, loss: 1.1533, grad_norm: 5.6610 2020-07-23 07:19:20,319 - mmaction - INFO - Epoch [81][80/940] lr: 1.000e-04, eta: 4:03:13, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8912, loss_cls: 1.1372, loss: 1.1372, grad_norm: 5.5455 2020-07-23 07:19:32,765 - mmaction - INFO - Epoch [81][100/940] lr: 1.000e-04, eta: 4:02:56, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8840, loss_cls: 1.1554, loss: 1.1554, grad_norm: 5.6089 2020-07-23 07:19:44,707 - mmaction - INFO - Epoch [81][120/940] lr: 1.000e-04, eta: 4:02:40, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8895, loss_cls: 1.1286, loss: 1.1286, grad_norm: 5.5515 2020-07-23 07:19:57,174 - mmaction - INFO - Epoch [81][140/940] lr: 1.000e-04, eta: 4:02:23, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8879, loss_cls: 1.1369, loss: 1.1369, grad_norm: 5.5357 2020-07-23 07:20:09,054 - mmaction - INFO - Epoch [81][160/940] lr: 1.000e-04, eta: 4:02:07, time: 0.594, data_time: 0.005, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8914, loss_cls: 1.1071, loss: 1.1071, grad_norm: 5.5238 2020-07-23 07:20:21,587 - mmaction - INFO - Epoch [81][180/940] lr: 1.000e-04, eta: 4:01:51, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8918, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.5028 2020-07-23 07:20:33,457 - mmaction - INFO - Epoch [81][200/940] lr: 1.000e-04, eta: 4:01:34, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8941, loss_cls: 1.1403, loss: 1.1403, grad_norm: 5.6217 2020-07-23 07:20:45,818 - mmaction - INFO - Epoch [81][220/940] lr: 1.000e-04, eta: 4:01:18, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8820, loss_cls: 1.1674, loss: 1.1674, grad_norm: 5.6121 2020-07-23 07:20:58,110 - mmaction - INFO - Epoch [81][240/940] lr: 1.000e-04, eta: 4:01:01, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8830, loss_cls: 1.1635, loss: 1.1635, grad_norm: 5.5945 2020-07-23 07:21:10,478 - mmaction - INFO - Epoch [81][260/940] lr: 1.000e-04, eta: 4:00:45, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8910, loss_cls: 1.1047, loss: 1.1047, grad_norm: 5.4948 2020-07-23 07:21:22,221 - mmaction - INFO - Epoch [81][280/940] lr: 1.000e-04, eta: 4:00:28, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8818, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.6627 2020-07-23 07:21:34,664 - mmaction - INFO - Epoch [81][300/940] lr: 1.000e-04, eta: 4:00:12, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8814, loss_cls: 1.1960, loss: 1.1960, grad_norm: 5.7223 2020-07-23 07:21:46,587 - mmaction - INFO - Epoch [81][320/940] lr: 1.000e-04, eta: 3:59:56, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1623, loss: 1.1623, grad_norm: 5.5640 2020-07-23 07:21:58,446 - mmaction - INFO - Epoch [81][340/940] lr: 1.000e-04, eta: 3:59:39, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8934, loss_cls: 1.0978, loss: 1.0978, grad_norm: 5.4935 2020-07-23 07:22:10,774 - mmaction - INFO - Epoch [81][360/940] lr: 1.000e-04, eta: 3:59:23, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8881, loss_cls: 1.1197, loss: 1.1197, grad_norm: 5.5331 2020-07-23 07:22:22,738 - mmaction - INFO - Epoch [81][380/940] lr: 1.000e-04, eta: 3:59:06, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8830, loss_cls: 1.1750, loss: 1.1750, grad_norm: 5.7338 2020-07-23 07:22:34,532 - mmaction - INFO - Epoch [81][400/940] lr: 1.000e-04, eta: 3:58:50, time: 0.591, data_time: 0.005, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8920, loss_cls: 1.1215, loss: 1.1215, grad_norm: 5.5476 2020-07-23 07:22:46,523 - mmaction - INFO - Epoch [81][420/940] lr: 1.000e-04, eta: 3:58:33, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8969, loss_cls: 1.1088, loss: 1.1088, grad_norm: 5.5095 2020-07-23 07:22:58,979 - mmaction - INFO - Epoch [81][440/940] lr: 1.000e-04, eta: 3:58:17, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8787, loss_cls: 1.1843, loss: 1.1843, grad_norm: 5.6039 2020-07-23 07:23:11,310 - mmaction - INFO - Epoch [81][460/940] lr: 1.000e-04, eta: 3:58:01, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8857, loss_cls: 1.1349, loss: 1.1349, grad_norm: 5.6220 2020-07-23 07:23:23,160 - mmaction - INFO - Epoch [81][480/940] lr: 1.000e-04, eta: 3:57:44, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8934, loss_cls: 1.1213, loss: 1.1213, grad_norm: 5.6007 2020-07-23 07:23:35,761 - mmaction - INFO - Epoch [81][500/940] lr: 1.000e-04, eta: 3:57:28, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8914, loss_cls: 1.1474, loss: 1.1474, grad_norm: 5.6131 2020-07-23 07:23:48,185 - mmaction - INFO - Epoch [81][520/940] lr: 1.000e-04, eta: 3:57:11, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8881, loss_cls: 1.1458, loss: 1.1458, grad_norm: 5.6741 2020-07-23 07:23:59,960 - mmaction - INFO - Epoch [81][540/940] lr: 1.000e-04, eta: 3:56:55, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8891, loss_cls: 1.1373, loss: 1.1373, grad_norm: 5.5493 2020-07-23 07:24:11,921 - mmaction - INFO - Epoch [81][560/940] lr: 1.000e-04, eta: 3:56:39, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8865, loss_cls: 1.1479, loss: 1.1479, grad_norm: 5.6187 2020-07-23 07:24:23,734 - mmaction - INFO - Epoch [81][580/940] lr: 1.000e-04, eta: 3:56:22, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8760, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.6957 2020-07-23 07:24:36,247 - mmaction - INFO - Epoch [81][600/940] lr: 1.000e-04, eta: 3:56:06, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8873, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.5397 2020-07-23 07:24:48,211 - mmaction - INFO - Epoch [81][620/940] lr: 1.000e-04, eta: 3:55:49, time: 0.598, data_time: 0.007, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8742, loss_cls: 1.2077, loss: 1.2077, grad_norm: 5.7300 2020-07-23 07:25:00,031 - mmaction - INFO - Epoch [81][640/940] lr: 1.000e-04, eta: 3:55:33, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8846, loss_cls: 1.1700, loss: 1.1700, grad_norm: 5.6816 2020-07-23 07:25:12,525 - mmaction - INFO - Epoch [81][660/940] lr: 1.000e-04, eta: 3:55:17, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8889, loss_cls: 1.1161, loss: 1.1161, grad_norm: 5.4817 2020-07-23 07:25:24,282 - mmaction - INFO - Epoch [81][680/940] lr: 1.000e-04, eta: 3:55:00, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8822, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.6069 2020-07-23 07:25:36,087 - mmaction - INFO - Epoch [81][700/940] lr: 1.000e-04, eta: 3:54:44, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8803, loss_cls: 1.1883, loss: 1.1883, grad_norm: 5.7488 2020-07-23 07:25:47,891 - mmaction - INFO - Epoch [81][720/940] lr: 1.000e-04, eta: 3:54:27, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8879, loss_cls: 1.1579, loss: 1.1579, grad_norm: 5.5257 2020-07-23 07:26:00,311 - mmaction - INFO - Epoch [81][740/940] lr: 1.000e-04, eta: 3:54:11, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8889, loss_cls: 1.1504, loss: 1.1504, grad_norm: 5.5803 2020-07-23 07:26:12,828 - mmaction - INFO - Epoch [81][760/940] lr: 1.000e-04, eta: 3:53:55, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8955, loss_cls: 1.0975, loss: 1.0975, grad_norm: 5.5094 2020-07-23 07:26:24,609 - mmaction - INFO - Epoch [81][780/940] lr: 1.000e-04, eta: 3:53:38, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8926, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.5014 2020-07-23 07:26:36,630 - mmaction - INFO - Epoch [81][800/940] lr: 1.000e-04, eta: 3:53:22, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8826, loss_cls: 1.1792, loss: 1.1792, grad_norm: 5.6176 2020-07-23 07:26:48,556 - mmaction - INFO - Epoch [81][820/940] lr: 1.000e-04, eta: 3:53:05, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8832, loss_cls: 1.1392, loss: 1.1392, grad_norm: 5.5819 2020-07-23 07:27:01,232 - mmaction - INFO - Epoch [81][840/940] lr: 1.000e-04, eta: 3:52:49, time: 0.633, data_time: 0.019, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8861, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.4867 2020-07-23 07:27:13,210 - mmaction - INFO - Epoch [81][860/940] lr: 1.000e-04, eta: 3:52:33, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8842, loss_cls: 1.1703, loss: 1.1703, grad_norm: 5.6234 2020-07-23 07:27:25,939 - mmaction - INFO - Epoch [81][880/940] lr: 1.000e-04, eta: 3:52:16, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8893, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.5172 2020-07-23 07:27:38,388 - mmaction - INFO - Epoch [81][900/940] lr: 1.000e-04, eta: 3:52:00, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8945, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.5750 2020-07-23 07:27:50,246 - mmaction - INFO - Epoch [81][920/940] lr: 1.000e-04, eta: 3:51:44, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1638, loss: 1.1638, grad_norm: 5.5995 2020-07-23 07:28:02,293 - mmaction - INFO - Epoch [81][940/940] lr: 1.000e-04, eta: 3:51:27, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7138, top5_acc: 0.8833, loss_cls: 1.1559, loss: 1.1559, grad_norm: 5.6329 2020-07-23 07:31:22,266 - mmaction - INFO - Epoch [82][20/940] lr: 1.000e-04, eta: 3:51:53, time: 9.535, data_time: 8.625, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8926, loss_cls: 1.1281, loss: 1.1281, grad_norm: 5.5592 2020-07-23 07:31:34,632 - mmaction - INFO - Epoch [82][40/940] lr: 1.000e-04, eta: 3:51:37, time: 0.623, data_time: 0.042, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8891, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.5025 2020-07-23 07:31:58,532 - mmaction - INFO - Epoch [82][60/940] lr: 1.000e-04, eta: 3:51:23, time: 1.193, data_time: 0.120, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8848, loss_cls: 1.1446, loss: 1.1446, grad_norm: 5.6712 2020-07-23 07:32:20,539 - mmaction - INFO - Epoch [82][80/940] lr: 1.000e-04, eta: 3:51:09, time: 1.100, data_time: 0.049, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1524, loss: 1.1524, grad_norm: 5.6550 2020-07-23 07:32:37,288 - mmaction - INFO - Epoch [82][100/940] lr: 1.000e-04, eta: 3:50:53, time: 0.838, data_time: 0.019, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8881, loss_cls: 1.1557, loss: 1.1557, grad_norm: 5.5744 2020-07-23 07:32:49,692 - mmaction - INFO - Epoch [82][120/940] lr: 1.000e-04, eta: 3:50:37, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8938, loss_cls: 1.1043, loss: 1.1043, grad_norm: 5.5847 2020-07-23 07:33:02,122 - mmaction - INFO - Epoch [82][140/940] lr: 1.000e-04, eta: 3:50:21, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8949, loss_cls: 1.1277, loss: 1.1277, grad_norm: 5.5802 2020-07-23 07:33:13,875 - mmaction - INFO - Epoch [82][160/940] lr: 1.000e-04, eta: 3:50:04, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8902, loss_cls: 1.1397, loss: 1.1397, grad_norm: 5.6566 2020-07-23 07:33:25,738 - mmaction - INFO - Epoch [82][180/940] lr: 1.000e-04, eta: 3:49:48, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8861, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.5946 2020-07-23 07:33:37,449 - mmaction - INFO - Epoch [82][200/940] lr: 1.000e-04, eta: 3:49:31, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8908, loss_cls: 1.1204, loss: 1.1204, grad_norm: 5.5177 2020-07-23 07:33:49,261 - mmaction - INFO - Epoch [82][220/940] lr: 1.000e-04, eta: 3:49:15, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1486, loss: 1.1486, grad_norm: 5.5906 2020-07-23 07:34:00,994 - mmaction - INFO - Epoch [82][240/940] lr: 1.000e-04, eta: 3:48:58, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8818, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.5721 2020-07-23 07:34:13,430 - mmaction - INFO - Epoch [82][260/940] lr: 1.000e-04, eta: 3:48:42, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8818, loss_cls: 1.1454, loss: 1.1454, grad_norm: 5.5928 2020-07-23 07:34:25,758 - mmaction - INFO - Epoch [82][280/940] lr: 1.000e-04, eta: 3:48:26, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.5965 2020-07-23 07:34:38,158 - mmaction - INFO - Epoch [82][300/940] lr: 1.000e-04, eta: 3:48:09, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8848, loss_cls: 1.1472, loss: 1.1472, grad_norm: 5.5646 2020-07-23 07:34:50,736 - mmaction - INFO - Epoch [82][320/940] lr: 1.000e-04, eta: 3:47:53, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8873, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.4530 2020-07-23 07:35:02,588 - mmaction - INFO - Epoch [82][340/940] lr: 1.000e-04, eta: 3:47:37, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8865, loss_cls: 1.1454, loss: 1.1454, grad_norm: 5.5062 2020-07-23 07:35:15,006 - mmaction - INFO - Epoch [82][360/940] lr: 1.000e-04, eta: 3:47:20, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8838, loss_cls: 1.1412, loss: 1.1412, grad_norm: 5.5901 2020-07-23 07:35:26,805 - mmaction - INFO - Epoch [82][380/940] lr: 1.000e-04, eta: 3:47:04, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8918, loss_cls: 1.1203, loss: 1.1203, grad_norm: 5.5399 2020-07-23 07:35:39,111 - mmaction - INFO - Epoch [82][400/940] lr: 1.000e-04, eta: 3:46:48, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8953, loss_cls: 1.0961, loss: 1.0961, grad_norm: 5.4730 2020-07-23 07:35:50,892 - mmaction - INFO - Epoch [82][420/940] lr: 1.000e-04, eta: 3:46:31, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8879, loss_cls: 1.1440, loss: 1.1440, grad_norm: 5.5111 2020-07-23 07:36:03,325 - mmaction - INFO - Epoch [82][440/940] lr: 1.000e-04, eta: 3:46:15, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8881, loss_cls: 1.1504, loss: 1.1504, grad_norm: 5.6772 2020-07-23 07:36:15,045 - mmaction - INFO - Epoch [82][460/940] lr: 1.000e-04, eta: 3:45:58, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8873, loss_cls: 1.1656, loss: 1.1656, grad_norm: 5.6630 2020-07-23 07:36:27,382 - mmaction - INFO - Epoch [82][480/940] lr: 1.000e-04, eta: 3:45:42, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8910, loss_cls: 1.1150, loss: 1.1150, grad_norm: 5.6080 2020-07-23 07:36:45,301 - mmaction - INFO - Epoch [82][500/940] lr: 1.000e-04, eta: 3:45:27, time: 0.894, data_time: 0.110, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8857, loss_cls: 1.1619, loss: 1.1619, grad_norm: 5.5750 2020-07-23 07:37:06,718 - mmaction - INFO - Epoch [82][520/940] lr: 1.000e-04, eta: 3:45:13, time: 1.062, data_time: 0.019, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8875, loss_cls: 1.1592, loss: 1.1592, grad_norm: 5.6284 2020-07-23 07:37:24,557 - mmaction - INFO - Epoch [82][540/940] lr: 1.000e-04, eta: 3:44:58, time: 0.903, data_time: 0.039, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8930, loss_cls: 1.0986, loss: 1.0986, grad_norm: 5.4702 2020-07-23 07:37:36,391 - mmaction - INFO - Epoch [82][560/940] lr: 1.000e-04, eta: 3:44:41, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8756, loss_cls: 1.1769, loss: 1.1769, grad_norm: 5.6372 2020-07-23 07:37:48,890 - mmaction - INFO - Epoch [82][580/940] lr: 1.000e-04, eta: 3:44:25, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8912, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.5017 2020-07-23 07:38:01,243 - mmaction - INFO - Epoch [82][600/940] lr: 1.000e-04, eta: 3:44:09, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1637, loss: 1.1637, grad_norm: 5.6406 2020-07-23 07:38:13,026 - mmaction - INFO - Epoch [82][620/940] lr: 1.000e-04, eta: 3:43:52, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8848, loss_cls: 1.1307, loss: 1.1307, grad_norm: 5.4815 2020-07-23 07:38:24,819 - mmaction - INFO - Epoch [82][640/940] lr: 1.000e-04, eta: 3:43:36, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8969, loss_cls: 1.0925, loss: 1.0925, grad_norm: 5.4725 2020-07-23 07:38:36,721 - mmaction - INFO - Epoch [82][660/940] lr: 1.000e-04, eta: 3:43:19, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8809, loss_cls: 1.1553, loss: 1.1553, grad_norm: 5.6294 2020-07-23 07:38:48,666 - mmaction - INFO - Epoch [82][680/940] lr: 1.000e-04, eta: 3:43:03, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8904, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.6410 2020-07-23 07:39:00,443 - mmaction - INFO - Epoch [82][700/940] lr: 1.000e-04, eta: 3:42:46, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8846, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.6471 2020-07-23 07:39:12,344 - mmaction - INFO - Epoch [82][720/940] lr: 1.000e-04, eta: 3:42:30, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8906, loss_cls: 1.1433, loss: 1.1433, grad_norm: 5.5410 2020-07-23 07:39:24,128 - mmaction - INFO - Epoch [82][740/940] lr: 1.000e-04, eta: 3:42:14, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8928, loss_cls: 1.1288, loss: 1.1288, grad_norm: 5.5513 2020-07-23 07:39:35,973 - mmaction - INFO - Epoch [82][760/940] lr: 1.000e-04, eta: 3:41:57, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8873, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.6284 2020-07-23 07:39:47,916 - mmaction - INFO - Epoch [82][780/940] lr: 1.000e-04, eta: 3:41:41, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8816, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.6481 2020-07-23 07:39:59,660 - mmaction - INFO - Epoch [82][800/940] lr: 1.000e-04, eta: 3:41:24, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8844, loss_cls: 1.1566, loss: 1.1566, grad_norm: 5.6225 2020-07-23 07:40:12,084 - mmaction - INFO - Epoch [82][820/940] lr: 1.000e-04, eta: 3:41:08, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8836, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.6585 2020-07-23 07:40:24,653 - mmaction - INFO - Epoch [82][840/940] lr: 1.000e-04, eta: 3:40:52, time: 0.627, data_time: 0.004, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8877, loss_cls: 1.1684, loss: 1.1684, grad_norm: 5.7302 2020-07-23 07:40:36,417 - mmaction - INFO - Epoch [82][860/940] lr: 1.000e-04, eta: 3:40:35, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8877, loss_cls: 1.1348, loss: 1.1348, grad_norm: 5.5826 2020-07-23 07:40:48,753 - mmaction - INFO - Epoch [82][880/940] lr: 1.000e-04, eta: 3:40:19, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8861, loss_cls: 1.1338, loss: 1.1338, grad_norm: 5.6756 2020-07-23 07:41:00,609 - mmaction - INFO - Epoch [82][900/940] lr: 1.000e-04, eta: 3:40:03, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8936, loss_cls: 1.1302, loss: 1.1302, grad_norm: 5.5606 2020-07-23 07:41:12,502 - mmaction - INFO - Epoch [82][920/940] lr: 1.000e-04, eta: 3:39:46, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8930, loss_cls: 1.1083, loss: 1.1083, grad_norm: 5.5380 2020-07-23 07:41:24,261 - mmaction - INFO - Epoch [82][940/940] lr: 1.000e-04, eta: 3:39:30, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7130, top5_acc: 0.8862, loss_cls: 1.1531, loss: 1.1531, grad_norm: 5.7466 2020-07-23 07:44:16,041 - mmaction - INFO - Epoch [83][20/940] lr: 1.000e-04, eta: 3:39:47, time: 8.103, data_time: 7.442, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1243, loss: 1.1243, grad_norm: 5.5373 2020-07-23 07:44:28,355 - mmaction - INFO - Epoch [83][40/940] lr: 1.000e-04, eta: 3:39:30, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8850, loss_cls: 1.1234, loss: 1.1234, grad_norm: 5.5250 2020-07-23 07:44:40,151 - mmaction - INFO - Epoch [83][60/940] lr: 1.000e-04, eta: 3:39:14, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8840, loss_cls: 1.1686, loss: 1.1686, grad_norm: 5.6685 2020-07-23 07:44:51,942 - mmaction - INFO - Epoch [83][80/940] lr: 1.000e-04, eta: 3:38:57, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8848, loss_cls: 1.1489, loss: 1.1489, grad_norm: 5.5679 2020-07-23 07:45:04,167 - mmaction - INFO - Epoch [83][100/940] lr: 1.000e-04, eta: 3:38:41, time: 0.610, data_time: 0.024, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8877, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.4780 2020-07-23 07:45:16,652 - mmaction - INFO - Epoch [83][120/940] lr: 1.000e-04, eta: 3:38:25, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8910, loss_cls: 1.1221, loss: 1.1221, grad_norm: 5.5203 2020-07-23 07:45:28,507 - mmaction - INFO - Epoch [83][140/940] lr: 1.000e-04, eta: 3:38:08, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8957, loss_cls: 1.0957, loss: 1.0957, grad_norm: 5.4569 2020-07-23 07:45:40,419 - mmaction - INFO - Epoch [83][160/940] lr: 1.000e-04, eta: 3:37:52, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8861, loss_cls: 1.1690, loss: 1.1690, grad_norm: 5.7307 2020-07-23 07:45:52,879 - mmaction - INFO - Epoch [83][180/940] lr: 1.000e-04, eta: 3:37:36, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8867, loss_cls: 1.1567, loss: 1.1567, grad_norm: 5.7242 2020-07-23 07:46:04,607 - mmaction - INFO - Epoch [83][200/940] lr: 1.000e-04, eta: 3:37:19, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8799, loss_cls: 1.1765, loss: 1.1765, grad_norm: 5.6485 2020-07-23 07:46:16,888 - mmaction - INFO - Epoch [83][220/940] lr: 1.000e-04, eta: 3:37:03, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8809, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.5384 2020-07-23 07:46:29,258 - mmaction - INFO - Epoch [83][240/940] lr: 1.000e-04, eta: 3:36:47, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8875, loss_cls: 1.1156, loss: 1.1156, grad_norm: 5.5623 2020-07-23 07:46:41,159 - mmaction - INFO - Epoch [83][260/940] lr: 1.000e-04, eta: 3:36:30, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8891, loss_cls: 1.1360, loss: 1.1360, grad_norm: 5.6060 2020-07-23 07:46:53,246 - mmaction - INFO - Epoch [83][280/940] lr: 1.000e-04, eta: 3:36:14, time: 0.604, data_time: 0.013, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8840, loss_cls: 1.1298, loss: 1.1298, grad_norm: 5.5059 2020-07-23 07:47:04,979 - mmaction - INFO - Epoch [83][300/940] lr: 1.000e-04, eta: 3:35:57, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8904, loss_cls: 1.1215, loss: 1.1215, grad_norm: 5.5608 2020-07-23 07:47:16,809 - mmaction - INFO - Epoch [83][320/940] lr: 1.000e-04, eta: 3:35:41, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8826, loss_cls: 1.1515, loss: 1.1515, grad_norm: 5.6390 2020-07-23 07:47:28,822 - mmaction - INFO - Epoch [83][340/940] lr: 1.000e-04, eta: 3:35:25, time: 0.601, data_time: 0.008, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8891, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.5141 2020-07-23 07:47:41,394 - mmaction - INFO - Epoch [83][360/940] lr: 1.000e-04, eta: 3:35:08, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8834, loss_cls: 1.1455, loss: 1.1455, grad_norm: 5.6323 2020-07-23 07:47:54,315 - mmaction - INFO - Epoch [83][380/940] lr: 1.000e-04, eta: 3:34:52, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8873, loss_cls: 1.1611, loss: 1.1611, grad_norm: 5.6742 2020-07-23 07:48:06,406 - mmaction - INFO - Epoch [83][400/940] lr: 1.000e-04, eta: 3:34:36, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8838, loss_cls: 1.1672, loss: 1.1672, grad_norm: 5.6725 2020-07-23 07:48:18,378 - mmaction - INFO - Epoch [83][420/940] lr: 1.000e-04, eta: 3:34:20, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8852, loss_cls: 1.1525, loss: 1.1525, grad_norm: 5.5844 2020-07-23 07:48:30,217 - mmaction - INFO - Epoch [83][440/940] lr: 1.000e-04, eta: 3:34:03, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8947, loss_cls: 1.0998, loss: 1.0998, grad_norm: 5.5128 2020-07-23 07:48:43,069 - mmaction - INFO - Epoch [83][460/940] lr: 1.000e-04, eta: 3:33:47, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8953, loss_cls: 1.0877, loss: 1.0877, grad_norm: 5.5033 2020-07-23 07:48:55,395 - mmaction - INFO - Epoch [83][480/940] lr: 1.000e-04, eta: 3:33:31, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8939, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.5917 2020-07-23 07:49:07,325 - mmaction - INFO - Epoch [83][500/940] lr: 1.000e-04, eta: 3:33:14, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1383, loss: 1.1383, grad_norm: 5.6577 2020-07-23 07:49:19,203 - mmaction - INFO - Epoch [83][520/940] lr: 1.000e-04, eta: 3:32:58, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8830, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.5643 2020-07-23 07:49:30,997 - mmaction - INFO - Epoch [83][540/940] lr: 1.000e-04, eta: 3:32:42, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8975, loss_cls: 1.1030, loss: 1.1030, grad_norm: 5.4972 2020-07-23 07:49:42,826 - mmaction - INFO - Epoch [83][560/940] lr: 1.000e-04, eta: 3:32:25, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8779, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.6673 2020-07-23 07:49:54,690 - mmaction - INFO - Epoch [83][580/940] lr: 1.000e-04, eta: 3:32:09, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8955, loss_cls: 1.1028, loss: 1.1028, grad_norm: 5.5266 2020-07-23 07:50:06,448 - mmaction - INFO - Epoch [83][600/940] lr: 1.000e-04, eta: 3:31:53, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8898, loss_cls: 1.1140, loss: 1.1140, grad_norm: 5.4742 2020-07-23 07:50:19,070 - mmaction - INFO - Epoch [83][620/940] lr: 1.000e-04, eta: 3:31:36, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8975, loss_cls: 1.0678, loss: 1.0678, grad_norm: 5.5044 2020-07-23 07:50:31,534 - mmaction - INFO - Epoch [83][640/940] lr: 1.000e-04, eta: 3:31:20, time: 0.624, data_time: 0.004, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8820, loss_cls: 1.1708, loss: 1.1708, grad_norm: 5.6403 2020-07-23 07:50:43,376 - mmaction - INFO - Epoch [83][660/940] lr: 1.000e-04, eta: 3:31:04, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8932, loss_cls: 1.1267, loss: 1.1267, grad_norm: 5.6219 2020-07-23 07:50:55,134 - mmaction - INFO - Epoch [83][680/940] lr: 1.000e-04, eta: 3:30:47, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1334, loss: 1.1334, grad_norm: 5.5746 2020-07-23 07:51:06,999 - mmaction - INFO - Epoch [83][700/940] lr: 1.000e-04, eta: 3:30:31, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8926, loss_cls: 1.1324, loss: 1.1324, grad_norm: 5.5845 2020-07-23 07:51:19,609 - mmaction - INFO - Epoch [83][720/940] lr: 1.000e-04, eta: 3:30:15, time: 0.631, data_time: 0.013, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8896, loss_cls: 1.1339, loss: 1.1339, grad_norm: 5.6647 2020-07-23 07:51:31,725 - mmaction - INFO - Epoch [83][740/940] lr: 1.000e-04, eta: 3:29:59, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8822, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.6759 2020-07-23 07:51:43,477 - mmaction - INFO - Epoch [83][760/940] lr: 1.000e-04, eta: 3:29:42, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8969, loss_cls: 1.1010, loss: 1.1010, grad_norm: 5.5428 2020-07-23 07:51:56,021 - mmaction - INFO - Epoch [83][780/940] lr: 1.000e-04, eta: 3:29:26, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8857, loss_cls: 1.1600, loss: 1.1600, grad_norm: 5.5944 2020-07-23 07:52:07,856 - mmaction - INFO - Epoch [83][800/940] lr: 1.000e-04, eta: 3:29:10, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8908, loss_cls: 1.1318, loss: 1.1318, grad_norm: 5.5105 2020-07-23 07:52:19,780 - mmaction - INFO - Epoch [83][820/940] lr: 1.000e-04, eta: 3:28:53, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8951, loss_cls: 1.1087, loss: 1.1087, grad_norm: 5.4950 2020-07-23 07:52:32,165 - mmaction - INFO - Epoch [83][840/940] lr: 1.000e-04, eta: 3:28:37, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8816, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.5563 2020-07-23 07:52:43,956 - mmaction - INFO - Epoch [83][860/940] lr: 1.000e-04, eta: 3:28:21, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8943, loss_cls: 1.1062, loss: 1.1062, grad_norm: 5.5280 2020-07-23 07:52:56,512 - mmaction - INFO - Epoch [83][880/940] lr: 1.000e-04, eta: 3:28:05, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1379, loss: 1.1379, grad_norm: 5.5444 2020-07-23 07:53:08,261 - mmaction - INFO - Epoch [83][900/940] lr: 1.000e-04, eta: 3:27:48, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8811, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.5584 2020-07-23 07:53:20,519 - mmaction - INFO - Epoch [83][920/940] lr: 1.000e-04, eta: 3:27:32, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8953, loss_cls: 1.0930, loss: 1.0930, grad_norm: 5.6124 2020-07-23 07:53:31,791 - mmaction - INFO - Epoch [83][940/940] lr: 1.000e-04, eta: 3:27:15, time: 0.562, data_time: 0.002, memory: 8344, top1_acc: 0.7163, top5_acc: 0.8911, loss_cls: 1.1524, loss: 1.1524, grad_norm: 5.7124 2020-07-23 07:55:49,785 - mmaction - INFO - Epoch [84][20/940] lr: 1.000e-04, eta: 3:27:24, time: 6.637, data_time: 6.026, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8865, loss_cls: 1.1207, loss: 1.1207, grad_norm: 5.5238 2020-07-23 07:56:01,559 - mmaction - INFO - Epoch [84][40/940] lr: 1.000e-04, eta: 3:27:07, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8857, loss_cls: 1.1118, loss: 1.1118, grad_norm: 5.4777 2020-07-23 07:56:13,350 - mmaction - INFO - Epoch [84][60/940] lr: 1.000e-04, eta: 3:26:51, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8898, loss_cls: 1.1269, loss: 1.1269, grad_norm: 5.6529 2020-07-23 07:56:25,676 - mmaction - INFO - Epoch [84][80/940] lr: 1.000e-04, eta: 3:26:35, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.5129 2020-07-23 07:56:37,661 - mmaction - INFO - Epoch [84][100/940] lr: 1.000e-04, eta: 3:26:19, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8926, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.5753 2020-07-23 07:56:49,430 - mmaction - INFO - Epoch [84][120/940] lr: 1.000e-04, eta: 3:26:02, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8938, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.6005 2020-07-23 07:57:01,374 - mmaction - INFO - Epoch [84][140/940] lr: 1.000e-04, eta: 3:25:46, time: 0.597, data_time: 0.005, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8916, loss_cls: 1.1211, loss: 1.1211, grad_norm: 5.5092 2020-07-23 07:57:13,951 - mmaction - INFO - Epoch [84][160/940] lr: 1.000e-04, eta: 3:25:30, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8893, loss_cls: 1.1266, loss: 1.1266, grad_norm: 5.5531 2020-07-23 07:57:26,518 - mmaction - INFO - Epoch [84][180/940] lr: 1.000e-04, eta: 3:25:13, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8893, loss_cls: 1.1390, loss: 1.1390, grad_norm: 5.6016 2020-07-23 07:57:38,367 - mmaction - INFO - Epoch [84][200/940] lr: 1.000e-04, eta: 3:24:57, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8885, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.5143 2020-07-23 07:57:50,221 - mmaction - INFO - Epoch [84][220/940] lr: 1.000e-04, eta: 3:24:41, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8951, loss_cls: 1.1047, loss: 1.1047, grad_norm: 5.4772 2020-07-23 07:58:02,037 - mmaction - INFO - Epoch [84][240/940] lr: 1.000e-04, eta: 3:24:24, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8881, loss_cls: 1.1271, loss: 1.1271, grad_norm: 5.5333 2020-07-23 07:58:14,690 - mmaction - INFO - Epoch [84][260/940] lr: 1.000e-04, eta: 3:24:08, time: 0.632, data_time: 0.008, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8844, loss_cls: 1.1526, loss: 1.1526, grad_norm: 5.6307 2020-07-23 07:58:27,033 - mmaction - INFO - Epoch [84][280/940] lr: 1.000e-04, eta: 3:23:52, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8863, loss_cls: 1.1458, loss: 1.1458, grad_norm: 5.6780 2020-07-23 07:58:39,005 - mmaction - INFO - Epoch [84][300/940] lr: 1.000e-04, eta: 3:23:36, time: 0.598, data_time: 0.009, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8928, loss_cls: 1.1271, loss: 1.1271, grad_norm: 5.6391 2020-07-23 07:58:50,733 - mmaction - INFO - Epoch [84][320/940] lr: 1.000e-04, eta: 3:23:19, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8924, loss_cls: 1.1136, loss: 1.1136, grad_norm: 5.6117 2020-07-23 07:59:03,079 - mmaction - INFO - Epoch [84][340/940] lr: 1.000e-04, eta: 3:23:03, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8859, loss_cls: 1.1618, loss: 1.1618, grad_norm: 5.7079 2020-07-23 07:59:15,520 - mmaction - INFO - Epoch [84][360/940] lr: 1.000e-04, eta: 3:22:47, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1645, loss: 1.1645, grad_norm: 5.5994 2020-07-23 07:59:27,937 - mmaction - INFO - Epoch [84][380/940] lr: 1.000e-04, eta: 3:22:31, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8949, loss_cls: 1.1022, loss: 1.1022, grad_norm: 5.5028 2020-07-23 07:59:39,842 - mmaction - INFO - Epoch [84][400/940] lr: 1.000e-04, eta: 3:22:14, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8916, loss_cls: 1.1314, loss: 1.1314, grad_norm: 5.5095 2020-07-23 07:59:51,685 - mmaction - INFO - Epoch [84][420/940] lr: 1.000e-04, eta: 3:21:58, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8867, loss_cls: 1.1396, loss: 1.1396, grad_norm: 5.6959 2020-07-23 08:00:03,764 - mmaction - INFO - Epoch [84][440/940] lr: 1.000e-04, eta: 3:21:42, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8912, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.5315 2020-07-23 08:00:20,996 - mmaction - INFO - Epoch [84][460/940] lr: 1.000e-04, eta: 3:21:27, time: 0.868, data_time: 0.036, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8930, loss_cls: 1.1248, loss: 1.1248, grad_norm: 5.5923 2020-07-23 08:00:32,847 - mmaction - INFO - Epoch [84][480/940] lr: 1.000e-04, eta: 3:21:10, time: 0.595, data_time: 0.010, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8934, loss_cls: 1.1045, loss: 1.1045, grad_norm: 5.5588 2020-07-23 08:00:44,662 - mmaction - INFO - Epoch [84][500/940] lr: 1.000e-04, eta: 3:20:54, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8945, loss_cls: 1.0857, loss: 1.0857, grad_norm: 5.4757 2020-07-23 08:00:57,217 - mmaction - INFO - Epoch [84][520/940] lr: 1.000e-04, eta: 3:20:38, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8877, loss_cls: 1.1389, loss: 1.1389, grad_norm: 5.5733 2020-07-23 08:01:09,321 - mmaction - INFO - Epoch [84][540/940] lr: 1.000e-04, eta: 3:20:22, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8908, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.5954 2020-07-23 08:01:21,647 - mmaction - INFO - Epoch [84][560/940] lr: 1.000e-04, eta: 3:20:05, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8924, loss_cls: 1.1442, loss: 1.1442, grad_norm: 5.7006 2020-07-23 08:01:34,429 - mmaction - INFO - Epoch [84][580/940] lr: 1.000e-04, eta: 3:19:49, time: 0.639, data_time: 0.004, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8889, loss_cls: 1.1380, loss: 1.1380, grad_norm: 5.5533 2020-07-23 08:01:46,104 - mmaction - INFO - Epoch [84][600/940] lr: 1.000e-04, eta: 3:19:33, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8910, loss_cls: 1.1167, loss: 1.1167, grad_norm: 5.4478 2020-07-23 08:01:58,115 - mmaction - INFO - Epoch [84][620/940] lr: 1.000e-04, eta: 3:19:17, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8863, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.5408 2020-07-23 08:02:10,171 - mmaction - INFO - Epoch [84][640/940] lr: 1.000e-04, eta: 3:19:00, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8848, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.6050 2020-07-23 08:02:22,010 - mmaction - INFO - Epoch [84][660/940] lr: 1.000e-04, eta: 3:18:44, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8900, loss_cls: 1.1145, loss: 1.1145, grad_norm: 5.6097 2020-07-23 08:02:33,912 - mmaction - INFO - Epoch [84][680/940] lr: 1.000e-04, eta: 3:18:28, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8873, loss_cls: 1.1445, loss: 1.1445, grad_norm: 5.6375 2020-07-23 08:02:46,375 - mmaction - INFO - Epoch [84][700/940] lr: 1.000e-04, eta: 3:18:12, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8865, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.6254 2020-07-23 08:02:58,115 - mmaction - INFO - Epoch [84][720/940] lr: 1.000e-04, eta: 3:17:55, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8809, loss_cls: 1.1373, loss: 1.1373, grad_norm: 5.5544 2020-07-23 08:03:10,683 - mmaction - INFO - Epoch [84][740/940] lr: 1.000e-04, eta: 3:17:39, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8832, loss_cls: 1.1503, loss: 1.1503, grad_norm: 5.6235 2020-07-23 08:03:22,423 - mmaction - INFO - Epoch [84][760/940] lr: 1.000e-04, eta: 3:17:23, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8926, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.5130 2020-07-23 08:03:34,842 - mmaction - INFO - Epoch [84][780/940] lr: 1.000e-04, eta: 3:17:07, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8869, loss_cls: 1.1524, loss: 1.1524, grad_norm: 5.6251 2020-07-23 08:03:47,458 - mmaction - INFO - Epoch [84][800/940] lr: 1.000e-04, eta: 3:16:51, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8920, loss_cls: 1.1151, loss: 1.1151, grad_norm: 5.5645 2020-07-23 08:03:59,431 - mmaction - INFO - Epoch [84][820/940] lr: 1.000e-04, eta: 3:16:34, time: 0.606, data_time: 0.009, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8852, loss_cls: 1.1235, loss: 1.1235, grad_norm: 5.5337 2020-07-23 08:04:11,297 - mmaction - INFO - Epoch [84][840/940] lr: 1.000e-04, eta: 3:16:18, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8887, loss_cls: 1.1284, loss: 1.1284, grad_norm: 5.5333 2020-07-23 08:04:23,249 - mmaction - INFO - Epoch [84][860/940] lr: 1.000e-04, eta: 3:16:02, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8834, loss_cls: 1.1383, loss: 1.1383, grad_norm: 5.5794 2020-07-23 08:04:35,160 - mmaction - INFO - Epoch [84][880/940] lr: 1.000e-04, eta: 3:15:46, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8879, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.4600 2020-07-23 08:04:46,986 - mmaction - INFO - Epoch [84][900/940] lr: 1.000e-04, eta: 3:15:29, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8877, loss_cls: 1.1577, loss: 1.1577, grad_norm: 5.6672 2020-07-23 08:04:59,421 - mmaction - INFO - Epoch [84][920/940] lr: 1.000e-04, eta: 3:15:13, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8906, loss_cls: 1.1101, loss: 1.1101, grad_norm: 5.4626 2020-07-23 08:05:10,607 - mmaction - INFO - Epoch [84][940/940] lr: 1.000e-04, eta: 3:14:57, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8868, loss_cls: 1.1247, loss: 1.1247, grad_norm: 5.6799 2020-07-23 08:08:46,105 - mmaction - INFO - Epoch [85][20/940] lr: 1.000e-04, eta: 3:15:17, time: 10.297, data_time: 9.528, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8955, loss_cls: 1.0951, loss: 1.0951, grad_norm: 5.5379 2020-07-23 08:08:58,383 - mmaction - INFO - Epoch [85][40/940] lr: 1.000e-04, eta: 3:15:01, time: 0.622, data_time: 0.010, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8910, loss_cls: 1.1140, loss: 1.1140, grad_norm: 5.4985 2020-07-23 08:09:10,083 - mmaction - INFO - Epoch [85][60/940] lr: 1.000e-04, eta: 3:14:45, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8918, loss_cls: 1.1047, loss: 1.1047, grad_norm: 5.4764 2020-07-23 08:09:22,597 - mmaction - INFO - Epoch [85][80/940] lr: 1.000e-04, eta: 3:14:29, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8902, loss_cls: 1.1189, loss: 1.1189, grad_norm: 5.6296 2020-07-23 08:09:35,108 - mmaction - INFO - Epoch [85][100/940] lr: 1.000e-04, eta: 3:14:12, time: 0.626, data_time: 0.012, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8875, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.6560 2020-07-23 08:09:47,512 - mmaction - INFO - Epoch [85][120/940] lr: 1.000e-04, eta: 3:13:56, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8887, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.6302 2020-07-23 08:09:59,504 - mmaction - INFO - Epoch [85][140/940] lr: 1.000e-04, eta: 3:13:40, time: 0.600, data_time: 0.011, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8859, loss_cls: 1.1670, loss: 1.1670, grad_norm: 5.6071 2020-07-23 08:10:11,380 - mmaction - INFO - Epoch [85][160/940] lr: 1.000e-04, eta: 3:13:24, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1435, loss: 1.1435, grad_norm: 5.6196 2020-07-23 08:10:23,125 - mmaction - INFO - Epoch [85][180/940] lr: 1.000e-04, eta: 3:13:07, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8914, loss_cls: 1.1326, loss: 1.1326, grad_norm: 5.6574 2020-07-23 08:10:35,712 - mmaction - INFO - Epoch [85][200/940] lr: 1.000e-04, eta: 3:12:51, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8912, loss_cls: 1.1096, loss: 1.1096, grad_norm: 5.5383 2020-07-23 08:10:47,483 - mmaction - INFO - Epoch [85][220/940] lr: 1.000e-04, eta: 3:12:35, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8951, loss_cls: 1.1034, loss: 1.1034, grad_norm: 5.5036 2020-07-23 08:10:59,919 - mmaction - INFO - Epoch [85][240/940] lr: 1.000e-04, eta: 3:12:19, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8814, loss_cls: 1.1646, loss: 1.1646, grad_norm: 5.7174 2020-07-23 08:11:11,750 - mmaction - INFO - Epoch [85][260/940] lr: 1.000e-04, eta: 3:12:02, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8916, loss_cls: 1.1403, loss: 1.1403, grad_norm: 5.5973 2020-07-23 08:11:24,251 - mmaction - INFO - Epoch [85][280/940] lr: 1.000e-04, eta: 3:11:46, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8850, loss_cls: 1.1373, loss: 1.1373, grad_norm: 5.5363 2020-07-23 08:11:36,573 - mmaction - INFO - Epoch [85][300/940] lr: 1.000e-04, eta: 3:11:30, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8879, loss_cls: 1.1376, loss: 1.1376, grad_norm: 5.6256 2020-07-23 08:11:48,490 - mmaction - INFO - Epoch [85][320/940] lr: 1.000e-04, eta: 3:11:14, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8904, loss_cls: 1.1393, loss: 1.1393, grad_norm: 5.5997 2020-07-23 08:12:00,340 - mmaction - INFO - Epoch [85][340/940] lr: 1.000e-04, eta: 3:10:57, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8951, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.5896 2020-07-23 08:12:12,767 - mmaction - INFO - Epoch [85][360/940] lr: 1.000e-04, eta: 3:10:41, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8861, loss_cls: 1.1399, loss: 1.1399, grad_norm: 5.6342 2020-07-23 08:12:24,833 - mmaction - INFO - Epoch [85][380/940] lr: 1.000e-04, eta: 3:10:25, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8881, loss_cls: 1.1385, loss: 1.1385, grad_norm: 5.5256 2020-07-23 08:12:36,915 - mmaction - INFO - Epoch [85][400/940] lr: 1.000e-04, eta: 3:10:09, time: 0.605, data_time: 0.004, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8885, loss_cls: 1.1126, loss: 1.1126, grad_norm: 5.5515 2020-07-23 08:12:49,212 - mmaction - INFO - Epoch [85][420/940] lr: 1.000e-04, eta: 3:09:53, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8861, loss_cls: 1.1383, loss: 1.1383, grad_norm: 5.5792 2020-07-23 08:13:01,054 - mmaction - INFO - Epoch [85][440/940] lr: 1.000e-04, eta: 3:09:36, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8986, loss_cls: 1.1010, loss: 1.1010, grad_norm: 5.5475 2020-07-23 08:13:12,987 - mmaction - INFO - Epoch [85][460/940] lr: 1.000e-04, eta: 3:09:20, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8945, loss_cls: 1.1162, loss: 1.1162, grad_norm: 5.5001 2020-07-23 08:13:24,769 - mmaction - INFO - Epoch [85][480/940] lr: 1.000e-04, eta: 3:09:04, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8908, loss_cls: 1.1382, loss: 1.1382, grad_norm: 5.6576 2020-07-23 08:13:37,225 - mmaction - INFO - Epoch [85][500/940] lr: 1.000e-04, eta: 3:08:48, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8869, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.6170 2020-07-23 08:13:49,117 - mmaction - INFO - Epoch [85][520/940] lr: 1.000e-04, eta: 3:08:31, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8850, loss_cls: 1.1626, loss: 1.1626, grad_norm: 5.6103 2020-07-23 08:14:00,902 - mmaction - INFO - Epoch [85][540/940] lr: 1.000e-04, eta: 3:08:15, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1376, loss: 1.1376, grad_norm: 5.6737 2020-07-23 08:14:13,486 - mmaction - INFO - Epoch [85][560/940] lr: 1.000e-04, eta: 3:07:59, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8865, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.5581 2020-07-23 08:14:25,902 - mmaction - INFO - Epoch [85][580/940] lr: 1.000e-04, eta: 3:07:43, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8918, loss_cls: 1.1308, loss: 1.1308, grad_norm: 5.5956 2020-07-23 08:14:38,418 - mmaction - INFO - Epoch [85][600/940] lr: 1.000e-04, eta: 3:07:27, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8912, loss_cls: 1.1234, loss: 1.1234, grad_norm: 5.5693 2020-07-23 08:14:50,216 - mmaction - INFO - Epoch [85][620/940] lr: 1.000e-04, eta: 3:07:10, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8936, loss_cls: 1.1348, loss: 1.1348, grad_norm: 5.6680 2020-07-23 08:15:02,179 - mmaction - INFO - Epoch [85][640/940] lr: 1.000e-04, eta: 3:06:54, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8795, loss_cls: 1.1573, loss: 1.1573, grad_norm: 5.5744 2020-07-23 08:15:13,935 - mmaction - INFO - Epoch [85][660/940] lr: 1.000e-04, eta: 3:06:38, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8949, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.5233 2020-07-23 08:15:25,683 - mmaction - INFO - Epoch [85][680/940] lr: 1.000e-04, eta: 3:06:22, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8984, loss_cls: 1.0961, loss: 1.0961, grad_norm: 5.5811 2020-07-23 08:15:37,623 - mmaction - INFO - Epoch [85][700/940] lr: 1.000e-04, eta: 3:06:05, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8932, loss_cls: 1.0934, loss: 1.0934, grad_norm: 5.5182 2020-07-23 08:15:49,360 - mmaction - INFO - Epoch [85][720/940] lr: 1.000e-04, eta: 3:05:49, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8922, loss_cls: 1.1026, loss: 1.1026, grad_norm: 5.4908 2020-07-23 08:16:01,247 - mmaction - INFO - Epoch [85][740/940] lr: 1.000e-04, eta: 3:05:33, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0686, loss: 1.0686, grad_norm: 5.3826 2020-07-23 08:16:13,009 - mmaction - INFO - Epoch [85][760/940] lr: 1.000e-04, eta: 3:05:17, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8893, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.5500 2020-07-23 08:16:25,418 - mmaction - INFO - Epoch [85][780/940] lr: 1.000e-04, eta: 3:05:01, time: 0.621, data_time: 0.004, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8953, loss_cls: 1.1075, loss: 1.1075, grad_norm: 5.5934 2020-07-23 08:16:37,224 - mmaction - INFO - Epoch [85][800/940] lr: 1.000e-04, eta: 3:04:44, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8934, loss_cls: 1.1238, loss: 1.1238, grad_norm: 5.6878 2020-07-23 08:16:49,637 - mmaction - INFO - Epoch [85][820/940] lr: 1.000e-04, eta: 3:04:28, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8871, loss_cls: 1.1308, loss: 1.1308, grad_norm: 5.5395 2020-07-23 08:17:01,894 - mmaction - INFO - Epoch [85][840/940] lr: 1.000e-04, eta: 3:04:12, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8943, loss_cls: 1.1140, loss: 1.1140, grad_norm: 5.5628 2020-07-23 08:17:13,739 - mmaction - INFO - Epoch [85][860/940] lr: 1.000e-04, eta: 3:03:56, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8877, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.6108 2020-07-23 08:17:26,311 - mmaction - INFO - Epoch [85][880/940] lr: 1.000e-04, eta: 3:03:40, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1106, loss: 1.1106, grad_norm: 5.5538 2020-07-23 08:17:38,120 - mmaction - INFO - Epoch [85][900/940] lr: 1.000e-04, eta: 3:03:23, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8871, loss_cls: 1.1199, loss: 1.1199, grad_norm: 5.4950 2020-07-23 08:17:50,035 - mmaction - INFO - Epoch [85][920/940] lr: 1.000e-04, eta: 3:03:07, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8926, loss_cls: 1.1204, loss: 1.1204, grad_norm: 5.5482 2020-07-23 08:18:01,315 - mmaction - INFO - Epoch [85][940/940] lr: 1.000e-04, eta: 3:02:51, time: 0.565, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8829, loss_cls: 1.1535, loss: 1.1535, grad_norm: 5.6402 2020-07-23 08:18:08,601 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-07-23 08:20:34,259 - mmaction - INFO - Epoch [86][20/940] lr: 1.000e-04, eta: 3:02:58, time: 7.254, data_time: 6.623, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8875, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.6353 2020-07-23 08:20:46,028 - mmaction - INFO - Epoch [86][40/940] lr: 1.000e-04, eta: 3:02:42, time: 0.589, data_time: 0.007, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8975, loss_cls: 1.0862, loss: 1.0862, grad_norm: 5.5526 2020-07-23 08:20:57,809 - mmaction - INFO - Epoch [86][60/940] lr: 1.000e-04, eta: 3:02:26, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8934, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.4579 2020-07-23 08:21:10,218 - mmaction - INFO - Epoch [86][80/940] lr: 1.000e-04, eta: 3:02:10, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8865, loss_cls: 1.1583, loss: 1.1583, grad_norm: 5.6748 2020-07-23 08:21:21,980 - mmaction - INFO - Epoch [86][100/940] lr: 1.000e-04, eta: 3:01:53, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1279, loss: 1.1279, grad_norm: 5.5555 2020-07-23 08:21:34,460 - mmaction - INFO - Epoch [86][120/940] lr: 1.000e-04, eta: 3:01:37, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8873, loss_cls: 1.1401, loss: 1.1401, grad_norm: 5.5458 2020-07-23 08:21:46,243 - mmaction - INFO - Epoch [86][140/940] lr: 1.000e-04, eta: 3:01:21, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8934, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.5711 2020-07-23 08:21:58,084 - mmaction - INFO - Epoch [86][160/940] lr: 1.000e-04, eta: 3:01:05, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8961, loss_cls: 1.0809, loss: 1.0809, grad_norm: 5.4008 2020-07-23 08:22:09,890 - mmaction - INFO - Epoch [86][180/940] lr: 1.000e-04, eta: 3:00:48, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8893, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.6819 2020-07-23 08:22:21,747 - mmaction - INFO - Epoch [86][200/940] lr: 1.000e-04, eta: 3:00:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8832, loss_cls: 1.1389, loss: 1.1389, grad_norm: 5.6213 2020-07-23 08:22:34,162 - mmaction - INFO - Epoch [86][220/940] lr: 1.000e-04, eta: 3:00:16, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8922, loss_cls: 1.1152, loss: 1.1152, grad_norm: 5.6328 2020-07-23 08:22:46,514 - mmaction - INFO - Epoch [86][240/940] lr: 1.000e-04, eta: 3:00:00, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8826, loss_cls: 1.1599, loss: 1.1599, grad_norm: 5.7733 2020-07-23 08:22:58,990 - mmaction - INFO - Epoch [86][260/940] lr: 1.000e-04, eta: 2:59:44, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8885, loss_cls: 1.1274, loss: 1.1274, grad_norm: 5.5580 2020-07-23 08:23:11,369 - mmaction - INFO - Epoch [86][280/940] lr: 1.000e-04, eta: 2:59:28, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8865, loss_cls: 1.1307, loss: 1.1307, grad_norm: 5.5732 2020-07-23 08:23:23,146 - mmaction - INFO - Epoch [86][300/940] lr: 1.000e-04, eta: 2:59:11, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8861, loss_cls: 1.1395, loss: 1.1395, grad_norm: 5.6005 2020-07-23 08:23:34,956 - mmaction - INFO - Epoch [86][320/940] lr: 1.000e-04, eta: 2:58:55, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8967, loss_cls: 1.0798, loss: 1.0798, grad_norm: 5.4734 2020-07-23 08:23:46,770 - mmaction - INFO - Epoch [86][340/940] lr: 1.000e-04, eta: 2:58:39, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8891, loss_cls: 1.1200, loss: 1.1200, grad_norm: 5.5480 2020-07-23 08:23:58,671 - mmaction - INFO - Epoch [86][360/940] lr: 1.000e-04, eta: 2:58:23, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8846, loss_cls: 1.1438, loss: 1.1438, grad_norm: 5.7298 2020-07-23 08:24:10,487 - mmaction - INFO - Epoch [86][380/940] lr: 1.000e-04, eta: 2:58:07, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8953, loss_cls: 1.1128, loss: 1.1128, grad_norm: 5.6436 2020-07-23 08:24:22,443 - mmaction - INFO - Epoch [86][400/940] lr: 1.000e-04, eta: 2:57:50, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8867, loss_cls: 1.1404, loss: 1.1404, grad_norm: 5.5660 2020-07-23 08:24:34,327 - mmaction - INFO - Epoch [86][420/940] lr: 1.000e-04, eta: 2:57:34, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8865, loss_cls: 1.1302, loss: 1.1302, grad_norm: 5.5156 2020-07-23 08:24:46,141 - mmaction - INFO - Epoch [86][440/940] lr: 1.000e-04, eta: 2:57:18, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8848, loss_cls: 1.1463, loss: 1.1463, grad_norm: 5.6103 2020-07-23 08:24:57,981 - mmaction - INFO - Epoch [86][460/940] lr: 1.000e-04, eta: 2:57:02, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8855, loss_cls: 1.1582, loss: 1.1582, grad_norm: 5.6563 2020-07-23 08:25:09,858 - mmaction - INFO - Epoch [86][480/940] lr: 1.000e-04, eta: 2:56:45, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8959, loss_cls: 1.0877, loss: 1.0877, grad_norm: 5.5207 2020-07-23 08:25:22,217 - mmaction - INFO - Epoch [86][500/940] lr: 1.000e-04, eta: 2:56:29, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8877, loss_cls: 1.1352, loss: 1.1352, grad_norm: 5.6283 2020-07-23 08:25:34,003 - mmaction - INFO - Epoch [86][520/940] lr: 1.000e-04, eta: 2:56:13, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8859, loss_cls: 1.1427, loss: 1.1427, grad_norm: 5.5303 2020-07-23 08:25:46,014 - mmaction - INFO - Epoch [86][540/940] lr: 1.000e-04, eta: 2:55:57, time: 0.600, data_time: 0.013, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8889, loss_cls: 1.1063, loss: 1.1063, grad_norm: 5.5240 2020-07-23 08:25:58,614 - mmaction - INFO - Epoch [86][560/940] lr: 1.000e-04, eta: 2:55:41, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8932, loss_cls: 1.1139, loss: 1.1139, grad_norm: 5.5042 2020-07-23 08:26:10,387 - mmaction - INFO - Epoch [86][580/940] lr: 1.000e-04, eta: 2:55:25, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8873, loss_cls: 1.1392, loss: 1.1392, grad_norm: 5.6362 2020-07-23 08:26:22,884 - mmaction - INFO - Epoch [86][600/940] lr: 1.000e-04, eta: 2:55:09, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8926, loss_cls: 1.1292, loss: 1.1292, grad_norm: 5.6376 2020-07-23 08:26:34,828 - mmaction - INFO - Epoch [86][620/940] lr: 1.000e-04, eta: 2:54:52, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8969, loss_cls: 1.1312, loss: 1.1312, grad_norm: 5.6854 2020-07-23 08:26:46,650 - mmaction - INFO - Epoch [86][640/940] lr: 1.000e-04, eta: 2:54:36, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8799, loss_cls: 1.1712, loss: 1.1712, grad_norm: 5.6822 2020-07-23 08:26:58,717 - mmaction - INFO - Epoch [86][660/940] lr: 1.000e-04, eta: 2:54:20, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8936, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.5060 2020-07-23 08:27:10,559 - mmaction - INFO - Epoch [86][680/940] lr: 1.000e-04, eta: 2:54:04, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8908, loss_cls: 1.1205, loss: 1.1205, grad_norm: 5.5906 2020-07-23 08:27:22,369 - mmaction - INFO - Epoch [86][700/940] lr: 1.000e-04, eta: 2:53:48, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8947, loss_cls: 1.0882, loss: 1.0882, grad_norm: 5.6201 2020-07-23 08:27:34,349 - mmaction - INFO - Epoch [86][720/940] lr: 1.000e-04, eta: 2:53:32, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8875, loss_cls: 1.1654, loss: 1.1654, grad_norm: 5.6202 2020-07-23 08:27:46,379 - mmaction - INFO - Epoch [86][740/940] lr: 1.000e-04, eta: 2:53:15, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8832, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.6589 2020-07-23 08:27:58,309 - mmaction - INFO - Epoch [86][760/940] lr: 1.000e-04, eta: 2:52:59, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8873, loss_cls: 1.1577, loss: 1.1577, grad_norm: 5.7132 2020-07-23 08:28:10,153 - mmaction - INFO - Epoch [86][780/940] lr: 1.000e-04, eta: 2:52:43, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8934, loss_cls: 1.0976, loss: 1.0976, grad_norm: 5.5296 2020-07-23 08:28:21,975 - mmaction - INFO - Epoch [86][800/940] lr: 1.000e-04, eta: 2:52:27, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8830, loss_cls: 1.1550, loss: 1.1550, grad_norm: 5.6098 2020-07-23 08:28:33,761 - mmaction - INFO - Epoch [86][820/940] lr: 1.000e-04, eta: 2:52:11, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8885, loss_cls: 1.1345, loss: 1.1345, grad_norm: 5.5192 2020-07-23 08:28:45,652 - mmaction - INFO - Epoch [86][840/940] lr: 1.000e-04, eta: 2:51:55, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8865, loss_cls: 1.1317, loss: 1.1317, grad_norm: 5.5653 2020-07-23 08:28:57,496 - mmaction - INFO - Epoch [86][860/940] lr: 1.000e-04, eta: 2:51:38, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8904, loss_cls: 1.1419, loss: 1.1419, grad_norm: 5.6948 2020-07-23 08:29:09,279 - mmaction - INFO - Epoch [86][880/940] lr: 1.000e-04, eta: 2:51:22, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8840, loss_cls: 1.1234, loss: 1.1234, grad_norm: 5.4893 2020-07-23 08:29:21,165 - mmaction - INFO - Epoch [86][900/940] lr: 1.000e-04, eta: 2:51:06, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1196, loss: 1.1196, grad_norm: 5.5727 2020-07-23 08:29:32,983 - mmaction - INFO - Epoch [86][920/940] lr: 1.000e-04, eta: 2:50:50, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8982, loss_cls: 1.0867, loss: 1.0867, grad_norm: 5.5674 2020-07-23 08:29:44,304 - mmaction - INFO - Epoch [86][940/940] lr: 1.000e-04, eta: 2:50:34, time: 0.567, data_time: 0.002, memory: 8344, top1_acc: 0.7228, top5_acc: 0.8929, loss_cls: 1.1075, loss: 1.1075, grad_norm: 5.6470 2020-07-23 08:32:20,500 - mmaction - INFO - Epoch [87][20/940] lr: 1.000e-04, eta: 2:50:40, time: 7.566, data_time: 6.882, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8949, loss_cls: 1.0980, loss: 1.0980, grad_norm: 5.5360 2020-07-23 08:32:33,572 - mmaction - INFO - Epoch [87][40/940] lr: 1.000e-04, eta: 2:50:24, time: 0.654, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8912, loss_cls: 1.1107, loss: 1.1107, grad_norm: 5.5641 2020-07-23 08:32:45,361 - mmaction - INFO - Epoch [87][60/940] lr: 1.000e-04, eta: 2:50:08, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8873, loss_cls: 1.1408, loss: 1.1408, grad_norm: 5.6702 2020-07-23 08:32:57,768 - mmaction - INFO - Epoch [87][80/940] lr: 1.000e-04, eta: 2:49:52, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8822, loss_cls: 1.1595, loss: 1.1595, grad_norm: 5.6637 2020-07-23 08:33:09,582 - mmaction - INFO - Epoch [87][100/940] lr: 1.000e-04, eta: 2:49:36, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8943, loss_cls: 1.0938, loss: 1.0938, grad_norm: 5.4997 2020-07-23 08:33:22,417 - mmaction - INFO - Epoch [87][120/940] lr: 1.000e-04, eta: 2:49:20, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8848, loss_cls: 1.1478, loss: 1.1478, grad_norm: 5.6857 2020-07-23 08:33:34,232 - mmaction - INFO - Epoch [87][140/940] lr: 1.000e-04, eta: 2:49:03, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8904, loss_cls: 1.1264, loss: 1.1264, grad_norm: 5.6404 2020-07-23 08:33:46,415 - mmaction - INFO - Epoch [87][160/940] lr: 1.000e-04, eta: 2:48:47, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8797, loss_cls: 1.1653, loss: 1.1653, grad_norm: 5.6293 2020-07-23 08:33:58,205 - mmaction - INFO - Epoch [87][180/940] lr: 1.000e-04, eta: 2:48:31, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8834, loss_cls: 1.1753, loss: 1.1753, grad_norm: 5.7641 2020-07-23 08:34:10,200 - mmaction - INFO - Epoch [87][200/940] lr: 1.000e-04, eta: 2:48:15, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8910, loss_cls: 1.1105, loss: 1.1105, grad_norm: 5.6026 2020-07-23 08:34:22,531 - mmaction - INFO - Epoch [87][220/940] lr: 1.000e-04, eta: 2:47:59, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8912, loss_cls: 1.1266, loss: 1.1266, grad_norm: 5.6366 2020-07-23 08:34:34,980 - mmaction - INFO - Epoch [87][240/940] lr: 1.000e-04, eta: 2:47:43, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8967, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.5863 2020-07-23 08:34:46,824 - mmaction - INFO - Epoch [87][260/940] lr: 1.000e-04, eta: 2:47:27, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8898, loss_cls: 1.1447, loss: 1.1447, grad_norm: 5.6781 2020-07-23 08:34:59,218 - mmaction - INFO - Epoch [87][280/940] lr: 1.000e-04, eta: 2:47:11, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8826, loss_cls: 1.1544, loss: 1.1544, grad_norm: 5.6476 2020-07-23 08:35:11,215 - mmaction - INFO - Epoch [87][300/940] lr: 1.000e-04, eta: 2:46:54, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8881, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.5537 2020-07-23 08:35:23,655 - mmaction - INFO - Epoch [87][320/940] lr: 1.000e-04, eta: 2:46:38, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8932, loss_cls: 1.1363, loss: 1.1363, grad_norm: 5.5781 2020-07-23 08:35:36,075 - mmaction - INFO - Epoch [87][340/940] lr: 1.000e-04, eta: 2:46:22, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.5895 2020-07-23 08:35:48,135 - mmaction - INFO - Epoch [87][360/940] lr: 1.000e-04, eta: 2:46:06, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8928, loss_cls: 1.1334, loss: 1.1334, grad_norm: 5.6476 2020-07-23 08:36:00,013 - mmaction - INFO - Epoch [87][380/940] lr: 1.000e-04, eta: 2:45:50, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8879, loss_cls: 1.1319, loss: 1.1319, grad_norm: 5.6509 2020-07-23 08:36:11,935 - mmaction - INFO - Epoch [87][400/940] lr: 1.000e-04, eta: 2:45:34, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8928, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.7066 2020-07-23 08:36:23,815 - mmaction - INFO - Epoch [87][420/940] lr: 1.000e-04, eta: 2:45:18, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8961, loss_cls: 1.0683, loss: 1.0683, grad_norm: 5.3963 2020-07-23 08:36:36,377 - mmaction - INFO - Epoch [87][440/940] lr: 1.000e-04, eta: 2:45:02, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8998, loss_cls: 1.1079, loss: 1.1079, grad_norm: 5.6411 2020-07-23 08:36:48,143 - mmaction - INFO - Epoch [87][460/940] lr: 1.000e-04, eta: 2:44:45, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8943, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.6137 2020-07-23 08:37:00,165 - mmaction - INFO - Epoch [87][480/940] lr: 1.000e-04, eta: 2:44:29, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8873, loss_cls: 1.1530, loss: 1.1530, grad_norm: 5.5696 2020-07-23 08:37:12,542 - mmaction - INFO - Epoch [87][500/940] lr: 1.000e-04, eta: 2:44:13, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8959, loss_cls: 1.0898, loss: 1.0898, grad_norm: 5.4635 2020-07-23 08:37:24,418 - mmaction - INFO - Epoch [87][520/940] lr: 1.000e-04, eta: 2:43:57, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8867, loss_cls: 1.1175, loss: 1.1175, grad_norm: 5.5334 2020-07-23 08:37:36,918 - mmaction - INFO - Epoch [87][540/940] lr: 1.000e-04, eta: 2:43:41, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8912, loss_cls: 1.1219, loss: 1.1219, grad_norm: 5.5217 2020-07-23 08:37:48,738 - mmaction - INFO - Epoch [87][560/940] lr: 1.000e-04, eta: 2:43:25, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8822, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.6117 2020-07-23 08:38:00,580 - mmaction - INFO - Epoch [87][580/940] lr: 1.000e-04, eta: 2:43:09, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8816, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.6160 2020-07-23 08:38:12,567 - mmaction - INFO - Epoch [87][600/940] lr: 1.000e-04, eta: 2:42:53, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8836, loss_cls: 1.1428, loss: 1.1428, grad_norm: 5.6505 2020-07-23 08:38:24,426 - mmaction - INFO - Epoch [87][620/940] lr: 1.000e-04, eta: 2:42:37, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8869, loss_cls: 1.1377, loss: 1.1377, grad_norm: 5.6036 2020-07-23 08:38:36,910 - mmaction - INFO - Epoch [87][640/940] lr: 1.000e-04, eta: 2:42:21, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8934, loss_cls: 1.1212, loss: 1.1212, grad_norm: 5.5349 2020-07-23 08:38:48,768 - mmaction - INFO - Epoch [87][660/940] lr: 1.000e-04, eta: 2:42:04, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8854, loss_cls: 1.1505, loss: 1.1505, grad_norm: 5.5679 2020-07-23 08:39:00,631 - mmaction - INFO - Epoch [87][680/940] lr: 1.000e-04, eta: 2:41:48, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1133, loss: 1.1133, grad_norm: 5.5534 2020-07-23 08:39:12,562 - mmaction - INFO - Epoch [87][700/940] lr: 1.000e-04, eta: 2:41:32, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8906, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.5449 2020-07-23 08:39:25,422 - mmaction - INFO - Epoch [87][720/940] lr: 1.000e-04, eta: 2:41:16, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8896, loss_cls: 1.1356, loss: 1.1356, grad_norm: 5.6297 2020-07-23 08:39:37,194 - mmaction - INFO - Epoch [87][740/940] lr: 1.000e-04, eta: 2:41:00, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8826, loss_cls: 1.1335, loss: 1.1335, grad_norm: 5.4938 2020-07-23 08:39:48,936 - mmaction - INFO - Epoch [87][760/940] lr: 1.000e-04, eta: 2:40:44, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8861, loss_cls: 1.1607, loss: 1.1607, grad_norm: 5.6319 2020-07-23 08:40:07,856 - mmaction - INFO - Epoch [87][780/940] lr: 1.000e-04, eta: 2:40:29, time: 0.945, data_time: 0.022, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8861, loss_cls: 1.1449, loss: 1.1449, grad_norm: 5.6679 2020-07-23 08:40:19,749 - mmaction - INFO - Epoch [87][800/940] lr: 1.000e-04, eta: 2:40:13, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8939, loss_cls: 1.1399, loss: 1.1399, grad_norm: 5.6924 2020-07-23 08:40:32,216 - mmaction - INFO - Epoch [87][820/940] lr: 1.000e-04, eta: 2:39:57, time: 0.624, data_time: 0.007, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8926, loss_cls: 1.1030, loss: 1.1030, grad_norm: 5.4597 2020-07-23 08:40:44,178 - mmaction - INFO - Epoch [87][840/940] lr: 1.000e-04, eta: 2:39:41, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8926, loss_cls: 1.1322, loss: 1.1322, grad_norm: 5.6841 2020-07-23 08:40:56,685 - mmaction - INFO - Epoch [87][860/940] lr: 1.000e-04, eta: 2:39:25, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8916, loss_cls: 1.1235, loss: 1.1235, grad_norm: 5.5506 2020-07-23 08:41:08,582 - mmaction - INFO - Epoch [87][880/940] lr: 1.000e-04, eta: 2:39:09, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8963, loss_cls: 1.1085, loss: 1.1085, grad_norm: 5.5551 2020-07-23 08:41:20,473 - mmaction - INFO - Epoch [87][900/940] lr: 1.000e-04, eta: 2:38:52, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1324, loss: 1.1324, grad_norm: 5.5398 2020-07-23 08:41:32,316 - mmaction - INFO - Epoch [87][920/940] lr: 1.000e-04, eta: 2:38:36, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8955, loss_cls: 1.0980, loss: 1.0980, grad_norm: 5.5758 2020-07-23 08:41:43,657 - mmaction - INFO - Epoch [87][940/940] lr: 1.000e-04, eta: 2:38:20, time: 0.567, data_time: 0.001, memory: 8344, top1_acc: 0.7087, top5_acc: 0.8896, loss_cls: 1.1582, loss: 1.1582, grad_norm: 5.8425 2020-07-23 08:44:31,374 - mmaction - INFO - Epoch [88][20/940] lr: 1.000e-04, eta: 2:38:26, time: 8.052, data_time: 7.402, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8926, loss_cls: 1.1266, loss: 1.1266, grad_norm: 5.5692 2020-07-23 08:44:43,116 - mmaction - INFO - Epoch [88][40/940] lr: 1.000e-04, eta: 2:38:10, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8920, loss_cls: 1.1096, loss: 1.1096, grad_norm: 5.5619 2020-07-23 08:44:54,881 - mmaction - INFO - Epoch [88][60/940] lr: 1.000e-04, eta: 2:37:54, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8920, loss_cls: 1.1279, loss: 1.1279, grad_norm: 5.4933 2020-07-23 08:45:06,596 - mmaction - INFO - Epoch [88][80/940] lr: 1.000e-04, eta: 2:37:38, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1053, loss: 1.1053, grad_norm: 5.5983 2020-07-23 08:45:18,456 - mmaction - INFO - Epoch [88][100/940] lr: 1.000e-04, eta: 2:37:22, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8955, loss_cls: 1.0814, loss: 1.0814, grad_norm: 5.5475 2020-07-23 08:45:31,106 - mmaction - INFO - Epoch [88][120/940] lr: 1.000e-04, eta: 2:37:06, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8902, loss_cls: 1.1261, loss: 1.1261, grad_norm: 5.5824 2020-07-23 08:45:43,039 - mmaction - INFO - Epoch [88][140/940] lr: 1.000e-04, eta: 2:36:50, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8848, loss_cls: 1.1450, loss: 1.1450, grad_norm: 5.5519 2020-07-23 08:45:54,952 - mmaction - INFO - Epoch [88][160/940] lr: 1.000e-04, eta: 2:36:33, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8857, loss_cls: 1.1576, loss: 1.1576, grad_norm: 5.6807 2020-07-23 08:46:07,683 - mmaction - INFO - Epoch [88][180/940] lr: 1.000e-04, eta: 2:36:17, time: 0.636, data_time: 0.001, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8914, loss_cls: 1.0908, loss: 1.0908, grad_norm: 5.5563 2020-07-23 08:46:19,474 - mmaction - INFO - Epoch [88][200/940] lr: 1.000e-04, eta: 2:36:01, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8932, loss_cls: 1.0921, loss: 1.0921, grad_norm: 5.4671 2020-07-23 08:46:31,204 - mmaction - INFO - Epoch [88][220/940] lr: 1.000e-04, eta: 2:35:45, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8957, loss_cls: 1.1243, loss: 1.1243, grad_norm: 5.6183 2020-07-23 08:46:43,639 - mmaction - INFO - Epoch [88][240/940] lr: 1.000e-04, eta: 2:35:29, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8883, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.5474 2020-07-23 08:46:55,634 - mmaction - INFO - Epoch [88][260/940] lr: 1.000e-04, eta: 2:35:13, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0804, loss: 1.0804, grad_norm: 5.4983 2020-07-23 08:47:07,485 - mmaction - INFO - Epoch [88][280/940] lr: 1.000e-04, eta: 2:34:57, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8840, loss_cls: 1.1447, loss: 1.1447, grad_norm: 5.7228 2020-07-23 08:47:19,465 - mmaction - INFO - Epoch [88][300/940] lr: 1.000e-04, eta: 2:34:41, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8811, loss_cls: 1.1621, loss: 1.1621, grad_norm: 5.7275 2020-07-23 08:47:31,271 - mmaction - INFO - Epoch [88][320/940] lr: 1.000e-04, eta: 2:34:25, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8959, loss_cls: 1.0989, loss: 1.0989, grad_norm: 5.4480 2020-07-23 08:47:43,159 - mmaction - INFO - Epoch [88][340/940] lr: 1.000e-04, eta: 2:34:09, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8959, loss_cls: 1.1044, loss: 1.1044, grad_norm: 5.5815 2020-07-23 08:47:54,942 - mmaction - INFO - Epoch [88][360/940] lr: 1.000e-04, eta: 2:33:53, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8863, loss_cls: 1.1659, loss: 1.1659, grad_norm: 5.6904 2020-07-23 08:48:07,701 - mmaction - INFO - Epoch [88][380/940] lr: 1.000e-04, eta: 2:33:37, time: 0.637, data_time: 0.018, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8916, loss_cls: 1.1006, loss: 1.1006, grad_norm: 5.4849 2020-07-23 08:48:20,204 - mmaction - INFO - Epoch [88][400/940] lr: 1.000e-04, eta: 2:33:21, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8922, loss_cls: 1.1044, loss: 1.1044, grad_norm: 5.4942 2020-07-23 08:48:32,066 - mmaction - INFO - Epoch [88][420/940] lr: 1.000e-04, eta: 2:33:04, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8908, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.6686 2020-07-23 08:48:43,960 - mmaction - INFO - Epoch [88][440/940] lr: 1.000e-04, eta: 2:32:48, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8850, loss_cls: 1.1421, loss: 1.1421, grad_norm: 5.5347 2020-07-23 08:48:55,967 - mmaction - INFO - Epoch [88][460/940] lr: 1.000e-04, eta: 2:32:32, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8893, loss_cls: 1.1588, loss: 1.1588, grad_norm: 5.6871 2020-07-23 08:49:07,865 - mmaction - INFO - Epoch [88][480/940] lr: 1.000e-04, eta: 2:32:16, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8873, loss_cls: 1.1257, loss: 1.1257, grad_norm: 5.5764 2020-07-23 08:49:19,684 - mmaction - INFO - Epoch [88][500/940] lr: 1.000e-04, eta: 2:32:00, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8885, loss_cls: 1.1319, loss: 1.1319, grad_norm: 5.5939 2020-07-23 08:49:31,594 - mmaction - INFO - Epoch [88][520/940] lr: 1.000e-04, eta: 2:31:44, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8824, loss_cls: 1.1499, loss: 1.1499, grad_norm: 5.6656 2020-07-23 08:49:43,515 - mmaction - INFO - Epoch [88][540/940] lr: 1.000e-04, eta: 2:31:28, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8926, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.5563 2020-07-23 08:49:55,988 - mmaction - INFO - Epoch [88][560/940] lr: 1.000e-04, eta: 2:31:12, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8904, loss_cls: 1.1103, loss: 1.1103, grad_norm: 5.5149 2020-07-23 08:50:08,158 - mmaction - INFO - Epoch [88][580/940] lr: 1.000e-04, eta: 2:30:56, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8885, loss_cls: 1.1360, loss: 1.1360, grad_norm: 5.5833 2020-07-23 08:50:20,563 - mmaction - INFO - Epoch [88][600/940] lr: 1.000e-04, eta: 2:30:40, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8939, loss_cls: 1.0998, loss: 1.0998, grad_norm: 5.4839 2020-07-23 08:50:32,482 - mmaction - INFO - Epoch [88][620/940] lr: 1.000e-04, eta: 2:30:24, time: 0.597, data_time: 0.007, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8932, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.5482 2020-07-23 08:50:44,340 - mmaction - INFO - Epoch [88][640/940] lr: 1.000e-04, eta: 2:30:08, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8826, loss_cls: 1.1797, loss: 1.1797, grad_norm: 5.7713 2020-07-23 08:50:56,861 - mmaction - INFO - Epoch [88][660/940] lr: 1.000e-04, eta: 2:29:52, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8852, loss_cls: 1.1265, loss: 1.1265, grad_norm: 5.5406 2020-07-23 08:51:09,246 - mmaction - INFO - Epoch [88][680/940] lr: 1.000e-04, eta: 2:29:36, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8801, loss_cls: 1.1593, loss: 1.1593, grad_norm: 5.6354 2020-07-23 08:51:21,024 - mmaction - INFO - Epoch [88][700/940] lr: 1.000e-04, eta: 2:29:20, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8895, loss_cls: 1.1125, loss: 1.1125, grad_norm: 5.5718 2020-07-23 08:51:32,847 - mmaction - INFO - Epoch [88][720/940] lr: 1.000e-04, eta: 2:29:04, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8799, loss_cls: 1.1649, loss: 1.1649, grad_norm: 5.7149 2020-07-23 08:51:45,374 - mmaction - INFO - Epoch [88][740/940] lr: 1.000e-04, eta: 2:28:48, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8916, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.5566 2020-07-23 08:51:57,184 - mmaction - INFO - Epoch [88][760/940] lr: 1.000e-04, eta: 2:28:31, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8867, loss_cls: 1.1576, loss: 1.1576, grad_norm: 5.7374 2020-07-23 08:52:09,524 - mmaction - INFO - Epoch [88][780/940] lr: 1.000e-04, eta: 2:28:16, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8910, loss_cls: 1.1054, loss: 1.1054, grad_norm: 5.5636 2020-07-23 08:52:21,274 - mmaction - INFO - Epoch [88][800/940] lr: 1.000e-04, eta: 2:27:59, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8963, loss_cls: 1.1108, loss: 1.1108, grad_norm: 5.5902 2020-07-23 08:52:33,112 - mmaction - INFO - Epoch [88][820/940] lr: 1.000e-04, eta: 2:27:43, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8939, loss_cls: 1.1264, loss: 1.1264, grad_norm: 5.5976 2020-07-23 08:52:45,761 - mmaction - INFO - Epoch [88][840/940] lr: 1.000e-04, eta: 2:27:27, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8895, loss_cls: 1.1329, loss: 1.1329, grad_norm: 5.6162 2020-07-23 08:52:57,502 - mmaction - INFO - Epoch [88][860/940] lr: 1.000e-04, eta: 2:27:11, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8885, loss_cls: 1.1209, loss: 1.1209, grad_norm: 5.5443 2020-07-23 08:53:10,083 - mmaction - INFO - Epoch [88][880/940] lr: 1.000e-04, eta: 2:26:55, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8908, loss_cls: 1.1317, loss: 1.1317, grad_norm: 5.5479 2020-07-23 08:53:21,960 - mmaction - INFO - Epoch [88][900/940] lr: 1.000e-04, eta: 2:26:39, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8859, loss_cls: 1.1392, loss: 1.1392, grad_norm: 5.5701 2020-07-23 08:53:33,881 - mmaction - INFO - Epoch [88][920/940] lr: 1.000e-04, eta: 2:26:23, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8867, loss_cls: 1.1336, loss: 1.1336, grad_norm: 5.5518 2020-07-23 08:53:45,089 - mmaction - INFO - Epoch [88][940/940] lr: 1.000e-04, eta: 2:26:07, time: 0.561, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8978, loss_cls: 1.0911, loss: 1.0911, grad_norm: 5.6811 2020-07-23 08:56:28,320 - mmaction - INFO - Epoch [89][20/940] lr: 1.000e-04, eta: 2:26:11, time: 7.907, data_time: 7.225, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8857, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.5942 2020-07-23 08:56:40,104 - mmaction - INFO - Epoch [89][40/940] lr: 1.000e-04, eta: 2:25:55, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1252, loss: 1.1252, grad_norm: 5.6522 2020-07-23 08:56:52,534 - mmaction - INFO - Epoch [89][60/940] lr: 1.000e-04, eta: 2:25:39, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8871, loss_cls: 1.1267, loss: 1.1267, grad_norm: 5.6108 2020-07-23 08:57:04,274 - mmaction - INFO - Epoch [89][80/940] lr: 1.000e-04, eta: 2:25:23, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8896, loss_cls: 1.1314, loss: 1.1314, grad_norm: 5.6525 2020-07-23 08:57:16,621 - mmaction - INFO - Epoch [89][100/940] lr: 1.000e-04, eta: 2:25:07, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8857, loss_cls: 1.1507, loss: 1.1507, grad_norm: 5.6262 2020-07-23 08:57:28,388 - mmaction - INFO - Epoch [89][120/940] lr: 1.000e-04, eta: 2:24:51, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8979, loss_cls: 1.1058, loss: 1.1058, grad_norm: 5.6155 2020-07-23 08:57:40,149 - mmaction - INFO - Epoch [89][140/940] lr: 1.000e-04, eta: 2:24:35, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.6278 2020-07-23 08:57:51,854 - mmaction - INFO - Epoch [89][160/940] lr: 1.000e-04, eta: 2:24:19, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8910, loss_cls: 1.1346, loss: 1.1346, grad_norm: 5.6751 2020-07-23 08:58:03,683 - mmaction - INFO - Epoch [89][180/940] lr: 1.000e-04, eta: 2:24:02, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8904, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.4858 2020-07-23 08:58:15,554 - mmaction - INFO - Epoch [89][200/940] lr: 1.000e-04, eta: 2:23:46, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0738, loss: 1.0738, grad_norm: 5.5670 2020-07-23 08:58:27,377 - mmaction - INFO - Epoch [89][220/940] lr: 1.000e-04, eta: 2:23:30, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8855, loss_cls: 1.1377, loss: 1.1377, grad_norm: 5.6021 2020-07-23 08:58:39,192 - mmaction - INFO - Epoch [89][240/940] lr: 1.000e-04, eta: 2:23:14, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8924, loss_cls: 1.1222, loss: 1.1222, grad_norm: 5.5913 2020-07-23 08:58:51,614 - mmaction - INFO - Epoch [89][260/940] lr: 1.000e-04, eta: 2:22:58, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8873, loss_cls: 1.1634, loss: 1.1634, grad_norm: 5.6903 2020-07-23 08:59:03,542 - mmaction - INFO - Epoch [89][280/940] lr: 1.000e-04, eta: 2:22:42, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8861, loss_cls: 1.1485, loss: 1.1485, grad_norm: 5.7036 2020-07-23 08:59:15,387 - mmaction - INFO - Epoch [89][300/940] lr: 1.000e-04, eta: 2:22:26, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8848, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.5866 2020-07-23 08:59:27,194 - mmaction - INFO - Epoch [89][320/940] lr: 1.000e-04, eta: 2:22:10, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8887, loss_cls: 1.1225, loss: 1.1225, grad_norm: 5.5480 2020-07-23 08:59:39,619 - mmaction - INFO - Epoch [89][340/940] lr: 1.000e-04, eta: 2:21:54, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8877, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.5856 2020-07-23 08:59:51,586 - mmaction - INFO - Epoch [89][360/940] lr: 1.000e-04, eta: 2:21:38, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8895, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.4406 2020-07-23 09:00:03,668 - mmaction - INFO - Epoch [89][380/940] lr: 1.000e-04, eta: 2:21:22, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8861, loss_cls: 1.1280, loss: 1.1280, grad_norm: 5.5479 2020-07-23 09:00:21,446 - mmaction - INFO - Epoch [89][400/940] lr: 1.000e-04, eta: 2:21:07, time: 0.899, data_time: 0.038, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8859, loss_cls: 1.1531, loss: 1.1531, grad_norm: 5.6254 2020-07-23 09:00:33,878 - mmaction - INFO - Epoch [89][420/940] lr: 1.000e-04, eta: 2:20:51, time: 0.626, data_time: 0.011, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8900, loss_cls: 1.1052, loss: 1.1052, grad_norm: 5.5539 2020-07-23 09:00:45,723 - mmaction - INFO - Epoch [89][440/940] lr: 1.000e-04, eta: 2:20:35, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8848, loss_cls: 1.1433, loss: 1.1433, grad_norm: 5.7490 2020-07-23 09:00:58,548 - mmaction - INFO - Epoch [89][460/940] lr: 1.000e-04, eta: 2:20:19, time: 0.641, data_time: 0.013, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8963, loss_cls: 1.1252, loss: 1.1252, grad_norm: 5.6745 2020-07-23 09:01:10,333 - mmaction - INFO - Epoch [89][480/940] lr: 1.000e-04, eta: 2:20:03, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8918, loss_cls: 1.1367, loss: 1.1367, grad_norm: 5.6872 2020-07-23 09:01:22,125 - mmaction - INFO - Epoch [89][500/940] lr: 1.000e-04, eta: 2:19:47, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8885, loss_cls: 1.1379, loss: 1.1379, grad_norm: 5.6880 2020-07-23 09:01:34,042 - mmaction - INFO - Epoch [89][520/940] lr: 1.000e-04, eta: 2:19:31, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8947, loss_cls: 1.1169, loss: 1.1169, grad_norm: 5.5287 2020-07-23 09:01:45,887 - mmaction - INFO - Epoch [89][540/940] lr: 1.000e-04, eta: 2:19:15, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8891, loss_cls: 1.1461, loss: 1.1461, grad_norm: 5.6213 2020-07-23 09:01:58,225 - mmaction - INFO - Epoch [89][560/940] lr: 1.000e-04, eta: 2:18:59, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8934, loss_cls: 1.0898, loss: 1.0898, grad_norm: 5.4524 2020-07-23 09:02:10,614 - mmaction - INFO - Epoch [89][580/940] lr: 1.000e-04, eta: 2:18:43, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8922, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.5826 2020-07-23 09:02:22,953 - mmaction - INFO - Epoch [89][600/940] lr: 1.000e-04, eta: 2:18:27, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8869, loss_cls: 1.1560, loss: 1.1560, grad_norm: 5.6224 2020-07-23 09:02:35,469 - mmaction - INFO - Epoch [89][620/940] lr: 1.000e-04, eta: 2:18:11, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8840, loss_cls: 1.1489, loss: 1.1489, grad_norm: 5.6444 2020-07-23 09:02:47,476 - mmaction - INFO - Epoch [89][640/940] lr: 1.000e-04, eta: 2:17:55, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8941, loss_cls: 1.1241, loss: 1.1241, grad_norm: 5.5929 2020-07-23 09:02:59,318 - mmaction - INFO - Epoch [89][660/940] lr: 1.000e-04, eta: 2:17:39, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8895, loss_cls: 1.1349, loss: 1.1349, grad_norm: 5.6772 2020-07-23 09:03:11,641 - mmaction - INFO - Epoch [89][680/940] lr: 1.000e-04, eta: 2:17:23, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8902, loss_cls: 1.1354, loss: 1.1354, grad_norm: 5.6583 2020-07-23 09:03:23,749 - mmaction - INFO - Epoch [89][700/940] lr: 1.000e-04, eta: 2:17:07, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.5850 2020-07-23 09:03:35,562 - mmaction - INFO - Epoch [89][720/940] lr: 1.000e-04, eta: 2:16:51, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8779, loss_cls: 1.1488, loss: 1.1488, grad_norm: 5.5357 2020-07-23 09:03:47,945 - mmaction - INFO - Epoch [89][740/940] lr: 1.000e-04, eta: 2:16:35, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8900, loss_cls: 1.1129, loss: 1.1129, grad_norm: 5.5732 2020-07-23 09:04:00,323 - mmaction - INFO - Epoch [89][760/940] lr: 1.000e-04, eta: 2:16:19, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8988, loss_cls: 1.0973, loss: 1.0973, grad_norm: 5.5277 2020-07-23 09:04:12,818 - mmaction - INFO - Epoch [89][780/940] lr: 1.000e-04, eta: 2:16:03, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8939, loss_cls: 1.0772, loss: 1.0772, grad_norm: 5.4986 2020-07-23 09:04:25,293 - mmaction - INFO - Epoch [89][800/940] lr: 1.000e-04, eta: 2:15:47, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7311, top5_acc: 0.8881, loss_cls: 1.1192, loss: 1.1192, grad_norm: 5.4589 2020-07-23 09:04:37,266 - mmaction - INFO - Epoch [89][820/940] lr: 1.000e-04, eta: 2:15:31, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8863, loss_cls: 1.1487, loss: 1.1487, grad_norm: 5.6481 2020-07-23 09:04:49,109 - mmaction - INFO - Epoch [89][840/940] lr: 1.000e-04, eta: 2:15:15, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8904, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.6024 2020-07-23 09:05:01,501 - mmaction - INFO - Epoch [89][860/940] lr: 1.000e-04, eta: 2:14:59, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8900, loss_cls: 1.1007, loss: 1.1007, grad_norm: 5.5109 2020-07-23 09:05:13,369 - mmaction - INFO - Epoch [89][880/940] lr: 1.000e-04, eta: 2:14:43, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8918, loss_cls: 1.1283, loss: 1.1283, grad_norm: 5.6378 2020-07-23 09:05:25,147 - mmaction - INFO - Epoch [89][900/940] lr: 1.000e-04, eta: 2:14:27, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8941, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.5603 2020-07-23 09:05:37,036 - mmaction - INFO - Epoch [89][920/940] lr: 1.000e-04, eta: 2:14:11, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8893, loss_cls: 1.1031, loss: 1.1031, grad_norm: 5.4788 2020-07-23 09:05:48,193 - mmaction - INFO - Epoch [89][940/940] lr: 1.000e-04, eta: 2:13:55, time: 0.558, data_time: 0.001, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8937, loss_cls: 1.1201, loss: 1.1201, grad_norm: 5.6233 2020-07-23 09:08:27,690 - mmaction - INFO - Epoch [90][20/940] lr: 1.000e-04, eta: 2:13:56, time: 7.618, data_time: 6.943, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8893, loss_cls: 1.1256, loss: 1.1256, grad_norm: 5.5826 2020-07-23 09:08:39,868 - mmaction - INFO - Epoch [90][40/940] lr: 1.000e-04, eta: 2:13:40, time: 0.612, data_time: 0.007, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8893, loss_cls: 1.1427, loss: 1.1427, grad_norm: 5.6213 2020-07-23 09:08:52,897 - mmaction - INFO - Epoch [90][60/940] lr: 1.000e-04, eta: 2:13:24, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8918, loss_cls: 1.1181, loss: 1.1181, grad_norm: 5.6272 2020-07-23 09:09:05,184 - mmaction - INFO - Epoch [90][80/940] lr: 1.000e-04, eta: 2:13:08, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1317, loss: 1.1317, grad_norm: 5.6146 2020-07-23 09:09:17,087 - mmaction - INFO - Epoch [90][100/940] lr: 1.000e-04, eta: 2:12:52, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8926, loss_cls: 1.1195, loss: 1.1195, grad_norm: 5.5976 2020-07-23 09:09:29,726 - mmaction - INFO - Epoch [90][120/940] lr: 1.000e-04, eta: 2:12:36, time: 0.633, data_time: 0.018, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8828, loss_cls: 1.1339, loss: 1.1339, grad_norm: 5.5824 2020-07-23 09:09:41,561 - mmaction - INFO - Epoch [90][140/940] lr: 1.000e-04, eta: 2:12:20, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1530, loss: 1.1530, grad_norm: 5.5970 2020-07-23 09:09:53,561 - mmaction - INFO - Epoch [90][160/940] lr: 1.000e-04, eta: 2:12:04, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1300, loss: 1.1300, grad_norm: 5.6826 2020-07-23 09:10:06,090 - mmaction - INFO - Epoch [90][180/940] lr: 1.000e-04, eta: 2:11:49, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8900, loss_cls: 1.1272, loss: 1.1272, grad_norm: 5.6112 2020-07-23 09:10:17,940 - mmaction - INFO - Epoch [90][200/940] lr: 1.000e-04, eta: 2:11:32, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8939, loss_cls: 1.1017, loss: 1.1017, grad_norm: 5.4883 2020-07-23 09:10:30,364 - mmaction - INFO - Epoch [90][220/940] lr: 1.000e-04, eta: 2:11:17, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8957, loss_cls: 1.1038, loss: 1.1038, grad_norm: 5.5728 2020-07-23 09:10:42,334 - mmaction - INFO - Epoch [90][240/940] lr: 1.000e-04, eta: 2:11:01, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8883, loss_cls: 1.1350, loss: 1.1350, grad_norm: 5.6266 2020-07-23 09:10:54,075 - mmaction - INFO - Epoch [90][260/940] lr: 1.000e-04, eta: 2:10:45, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1222, loss: 1.1222, grad_norm: 5.6506 2020-07-23 09:11:05,827 - mmaction - INFO - Epoch [90][280/940] lr: 1.000e-04, eta: 2:10:28, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8895, loss_cls: 1.1380, loss: 1.1380, grad_norm: 5.6192 2020-07-23 09:11:18,231 - mmaction - INFO - Epoch [90][300/940] lr: 1.000e-04, eta: 2:10:13, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1656, loss: 1.1656, grad_norm: 5.6474 2020-07-23 09:11:30,679 - mmaction - INFO - Epoch [90][320/940] lr: 1.000e-04, eta: 2:09:57, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0935, loss: 1.0935, grad_norm: 5.5017 2020-07-23 09:11:42,535 - mmaction - INFO - Epoch [90][340/940] lr: 1.000e-04, eta: 2:09:41, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8924, loss_cls: 1.1200, loss: 1.1200, grad_norm: 5.6106 2020-07-23 09:11:54,975 - mmaction - INFO - Epoch [90][360/940] lr: 1.000e-04, eta: 2:09:25, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8955, loss_cls: 1.0993, loss: 1.0993, grad_norm: 5.4829 2020-07-23 09:12:06,931 - mmaction - INFO - Epoch [90][380/940] lr: 1.000e-04, eta: 2:09:09, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8904, loss_cls: 1.1229, loss: 1.1229, grad_norm: 5.5956 2020-07-23 09:12:18,684 - mmaction - INFO - Epoch [90][400/940] lr: 1.000e-04, eta: 2:08:53, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8912, loss_cls: 1.1060, loss: 1.1060, grad_norm: 5.5693 2020-07-23 09:12:31,190 - mmaction - INFO - Epoch [90][420/940] lr: 1.000e-04, eta: 2:08:37, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8973, loss_cls: 1.1021, loss: 1.1021, grad_norm: 5.5574 2020-07-23 09:12:43,128 - mmaction - INFO - Epoch [90][440/940] lr: 1.000e-04, eta: 2:08:21, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8848, loss_cls: 1.1422, loss: 1.1422, grad_norm: 5.6216 2020-07-23 09:12:54,907 - mmaction - INFO - Epoch [90][460/940] lr: 1.000e-04, eta: 2:08:05, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0858, loss: 1.0858, grad_norm: 5.4819 2020-07-23 09:13:06,762 - mmaction - INFO - Epoch [90][480/940] lr: 1.000e-04, eta: 2:07:49, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1044, loss: 1.1044, grad_norm: 5.6055 2020-07-23 09:13:19,359 - mmaction - INFO - Epoch [90][500/940] lr: 1.000e-04, eta: 2:07:33, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8928, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.5688 2020-07-23 09:13:31,663 - mmaction - INFO - Epoch [90][520/940] lr: 1.000e-04, eta: 2:07:17, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1385, loss: 1.1385, grad_norm: 5.6604 2020-07-23 09:13:43,575 - mmaction - INFO - Epoch [90][540/940] lr: 1.000e-04, eta: 2:07:01, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8826, loss_cls: 1.1475, loss: 1.1475, grad_norm: 5.6351 2020-07-23 09:13:55,420 - mmaction - INFO - Epoch [90][560/940] lr: 1.000e-04, eta: 2:06:45, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8898, loss_cls: 1.1321, loss: 1.1321, grad_norm: 5.6745 2020-07-23 09:14:07,837 - mmaction - INFO - Epoch [90][580/940] lr: 1.000e-04, eta: 2:06:29, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8795, loss_cls: 1.1536, loss: 1.1536, grad_norm: 5.5883 2020-07-23 09:14:19,654 - mmaction - INFO - Epoch [90][600/940] lr: 1.000e-04, eta: 2:06:13, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8883, loss_cls: 1.1156, loss: 1.1156, grad_norm: 5.6392 2020-07-23 09:14:32,069 - mmaction - INFO - Epoch [90][620/940] lr: 1.000e-04, eta: 2:05:57, time: 0.623, data_time: 0.005, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8883, loss_cls: 1.1502, loss: 1.1502, grad_norm: 5.6928 2020-07-23 09:14:43,990 - mmaction - INFO - Epoch [90][640/940] lr: 1.000e-04, eta: 2:05:41, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8840, loss_cls: 1.1472, loss: 1.1472, grad_norm: 5.6474 2020-07-23 09:14:56,624 - mmaction - INFO - Epoch [90][660/940] lr: 1.000e-04, eta: 2:05:25, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8920, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.5622 2020-07-23 09:15:08,938 - mmaction - INFO - Epoch [90][680/940] lr: 1.000e-04, eta: 2:05:09, time: 0.614, data_time: 0.011, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8885, loss_cls: 1.1526, loss: 1.1526, grad_norm: 5.6737 2020-07-23 09:15:21,320 - mmaction - INFO - Epoch [90][700/940] lr: 1.000e-04, eta: 2:04:53, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8877, loss_cls: 1.1348, loss: 1.1348, grad_norm: 5.6617 2020-07-23 09:15:33,272 - mmaction - INFO - Epoch [90][720/940] lr: 1.000e-04, eta: 2:04:38, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8910, loss_cls: 1.1418, loss: 1.1418, grad_norm: 5.6844 2020-07-23 09:15:45,235 - mmaction - INFO - Epoch [90][740/940] lr: 1.000e-04, eta: 2:04:22, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8826, loss_cls: 1.1760, loss: 1.1760, grad_norm: 5.6881 2020-07-23 09:15:57,150 - mmaction - INFO - Epoch [90][760/940] lr: 1.000e-04, eta: 2:04:06, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8967, loss_cls: 1.0991, loss: 1.0991, grad_norm: 5.6041 2020-07-23 09:16:08,951 - mmaction - INFO - Epoch [90][780/940] lr: 1.000e-04, eta: 2:03:50, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8887, loss_cls: 1.1440, loss: 1.1440, grad_norm: 5.6391 2020-07-23 09:16:21,575 - mmaction - INFO - Epoch [90][800/940] lr: 1.000e-04, eta: 2:03:34, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8959, loss_cls: 1.1150, loss: 1.1150, grad_norm: 5.5506 2020-07-23 09:16:33,680 - mmaction - INFO - Epoch [90][820/940] lr: 1.000e-04, eta: 2:03:18, time: 0.605, data_time: 0.013, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8941, loss_cls: 1.1000, loss: 1.1000, grad_norm: 5.5978 2020-07-23 09:16:46,075 - mmaction - INFO - Epoch [90][840/940] lr: 1.000e-04, eta: 2:03:02, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1174, loss: 1.1174, grad_norm: 5.5848 2020-07-23 09:16:57,953 - mmaction - INFO - Epoch [90][860/940] lr: 1.000e-04, eta: 2:02:46, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1405, loss: 1.1405, grad_norm: 5.6343 2020-07-23 09:17:09,853 - mmaction - INFO - Epoch [90][880/940] lr: 1.000e-04, eta: 2:02:30, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8969, loss_cls: 1.1002, loss: 1.1002, grad_norm: 5.6284 2020-07-23 09:17:21,682 - mmaction - INFO - Epoch [90][900/940] lr: 1.000e-04, eta: 2:02:14, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8906, loss_cls: 1.1314, loss: 1.1314, grad_norm: 5.5759 2020-07-23 09:17:34,361 - mmaction - INFO - Epoch [90][920/940] lr: 1.000e-04, eta: 2:01:58, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8896, loss_cls: 1.1110, loss: 1.1110, grad_norm: 5.4988 2020-07-23 09:17:45,557 - mmaction - INFO - Epoch [90][940/940] lr: 1.000e-04, eta: 2:01:42, time: 0.561, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8929, loss_cls: 1.1281, loss: 1.1281, grad_norm: 5.6569 2020-07-23 09:17:51,575 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-07-23 09:20:20,384 - mmaction - INFO - Epoch [91][20/940] lr: 1.000e-04, eta: 2:01:41, time: 7.420, data_time: 6.727, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8990, loss_cls: 1.1095, loss: 1.1095, grad_norm: 5.5960 2020-07-23 09:20:32,199 - mmaction - INFO - Epoch [91][40/940] lr: 1.000e-04, eta: 2:01:25, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8928, loss_cls: 1.1328, loss: 1.1328, grad_norm: 5.6501 2020-07-23 09:20:44,031 - mmaction - INFO - Epoch [91][60/940] lr: 1.000e-04, eta: 2:01:09, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8973, loss_cls: 1.0822, loss: 1.0822, grad_norm: 5.5318 2020-07-23 09:20:55,857 - mmaction - INFO - Epoch [91][80/940] lr: 1.000e-04, eta: 2:00:53, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8895, loss_cls: 1.1398, loss: 1.1398, grad_norm: 5.7314 2020-07-23 09:21:07,734 - mmaction - INFO - Epoch [91][100/940] lr: 1.000e-04, eta: 2:00:37, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8955, loss_cls: 1.1131, loss: 1.1131, grad_norm: 5.5685 2020-07-23 09:21:20,392 - mmaction - INFO - Epoch [91][120/940] lr: 1.000e-04, eta: 2:00:22, time: 0.632, data_time: 0.014, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8891, loss_cls: 1.1175, loss: 1.1175, grad_norm: 5.5622 2020-07-23 09:21:33,099 - mmaction - INFO - Epoch [91][140/940] lr: 1.000e-04, eta: 2:00:06, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8904, loss_cls: 1.0987, loss: 1.0987, grad_norm: 5.5773 2020-07-23 09:21:45,185 - mmaction - INFO - Epoch [91][160/940] lr: 1.000e-04, eta: 1:59:50, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.0949, loss: 1.0949, grad_norm: 5.5566 2020-07-23 09:21:57,006 - mmaction - INFO - Epoch [91][180/940] lr: 1.000e-04, eta: 1:59:34, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8865, loss_cls: 1.1343, loss: 1.1343, grad_norm: 5.5469 2020-07-23 09:22:08,765 - mmaction - INFO - Epoch [91][200/940] lr: 1.000e-04, eta: 1:59:18, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8850, loss_cls: 1.1516, loss: 1.1516, grad_norm: 5.5980 2020-07-23 09:22:20,643 - mmaction - INFO - Epoch [91][220/940] lr: 1.000e-04, eta: 1:59:02, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8887, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.6014 2020-07-23 09:22:33,052 - mmaction - INFO - Epoch [91][240/940] lr: 1.000e-04, eta: 1:58:46, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8947, loss_cls: 1.0916, loss: 1.0916, grad_norm: 5.5113 2020-07-23 09:22:45,543 - mmaction - INFO - Epoch [91][260/940] lr: 1.000e-04, eta: 1:58:30, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8916, loss_cls: 1.1369, loss: 1.1369, grad_norm: 5.6405 2020-07-23 09:22:57,393 - mmaction - INFO - Epoch [91][280/940] lr: 1.000e-04, eta: 1:58:14, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8887, loss_cls: 1.1339, loss: 1.1339, grad_norm: 5.6562 2020-07-23 09:23:09,311 - mmaction - INFO - Epoch [91][300/940] lr: 1.000e-04, eta: 1:57:58, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.1180, loss: 1.1180, grad_norm: 5.5711 2020-07-23 09:23:21,170 - mmaction - INFO - Epoch [91][320/940] lr: 1.000e-04, eta: 1:57:42, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8904, loss_cls: 1.1461, loss: 1.1461, grad_norm: 5.7921 2020-07-23 09:23:33,503 - mmaction - INFO - Epoch [91][340/940] lr: 1.000e-04, eta: 1:57:26, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8863, loss_cls: 1.1369, loss: 1.1369, grad_norm: 5.5860 2020-07-23 09:23:45,289 - mmaction - INFO - Epoch [91][360/940] lr: 1.000e-04, eta: 1:57:10, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8945, loss_cls: 1.1154, loss: 1.1154, grad_norm: 5.5798 2020-07-23 09:23:57,157 - mmaction - INFO - Epoch [91][380/940] lr: 1.000e-04, eta: 1:56:54, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.6538 2020-07-23 09:24:09,051 - mmaction - INFO - Epoch [91][400/940] lr: 1.000e-04, eta: 1:56:38, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8889, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.6602 2020-07-23 09:24:20,919 - mmaction - INFO - Epoch [91][420/940] lr: 1.000e-04, eta: 1:56:23, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8877, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.5624 2020-07-23 09:24:32,769 - mmaction - INFO - Epoch [91][440/940] lr: 1.000e-04, eta: 1:56:07, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8842, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.6093 2020-07-23 09:24:45,264 - mmaction - INFO - Epoch [91][460/940] lr: 1.000e-04, eta: 1:55:51, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8975, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.5578 2020-07-23 09:24:57,236 - mmaction - INFO - Epoch [91][480/940] lr: 1.000e-04, eta: 1:55:35, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8898, loss_cls: 1.1107, loss: 1.1107, grad_norm: 5.5108 2020-07-23 09:25:09,211 - mmaction - INFO - Epoch [91][500/940] lr: 1.000e-04, eta: 1:55:19, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8955, loss_cls: 1.1232, loss: 1.1232, grad_norm: 5.6454 2020-07-23 09:25:21,229 - mmaction - INFO - Epoch [91][520/940] lr: 1.000e-04, eta: 1:55:03, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8818, loss_cls: 1.1594, loss: 1.1594, grad_norm: 5.7204 2020-07-23 09:25:33,680 - mmaction - INFO - Epoch [91][540/940] lr: 1.000e-04, eta: 1:54:47, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8941, loss_cls: 1.1034, loss: 1.1034, grad_norm: 5.5503 2020-07-23 09:25:45,590 - mmaction - INFO - Epoch [91][560/940] lr: 1.000e-04, eta: 1:54:31, time: 0.602, data_time: 0.008, memory: 8344, top1_acc: 0.7338, top5_acc: 0.9000, loss_cls: 1.0633, loss: 1.0633, grad_norm: 5.4393 2020-07-23 09:25:57,963 - mmaction - INFO - Epoch [91][580/940] lr: 1.000e-04, eta: 1:54:15, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8910, loss_cls: 1.1071, loss: 1.1071, grad_norm: 5.5562 2020-07-23 09:26:10,593 - mmaction - INFO - Epoch [91][600/940] lr: 1.000e-04, eta: 1:53:59, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8994, loss_cls: 1.0819, loss: 1.0819, grad_norm: 5.4996 2020-07-23 09:26:22,521 - mmaction - INFO - Epoch [91][620/940] lr: 1.000e-04, eta: 1:53:44, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7363, top5_acc: 0.8973, loss_cls: 1.0818, loss: 1.0818, grad_norm: 5.4564 2020-07-23 09:26:34,883 - mmaction - INFO - Epoch [91][640/940] lr: 1.000e-04, eta: 1:53:28, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.6370 2020-07-23 09:26:46,857 - mmaction - INFO - Epoch [91][660/940] lr: 1.000e-04, eta: 1:53:12, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8865, loss_cls: 1.1301, loss: 1.1301, grad_norm: 5.5756 2020-07-23 09:26:58,781 - mmaction - INFO - Epoch [91][680/940] lr: 1.000e-04, eta: 1:52:56, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8898, loss_cls: 1.1115, loss: 1.1115, grad_norm: 5.6582 2020-07-23 09:27:10,791 - mmaction - INFO - Epoch [91][700/940] lr: 1.000e-04, eta: 1:52:40, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8918, loss_cls: 1.1175, loss: 1.1175, grad_norm: 5.6208 2020-07-23 09:27:22,644 - mmaction - INFO - Epoch [91][720/940] lr: 1.000e-04, eta: 1:52:24, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8867, loss_cls: 1.1055, loss: 1.1055, grad_norm: 5.5137 2020-07-23 09:27:34,508 - mmaction - INFO - Epoch [91][740/940] lr: 1.000e-04, eta: 1:52:08, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8830, loss_cls: 1.1748, loss: 1.1748, grad_norm: 5.6849 2020-07-23 09:27:47,979 - mmaction - INFO - Epoch [91][760/940] lr: 1.000e-04, eta: 1:51:52, time: 0.674, data_time: 0.005, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0990, loss: 1.0990, grad_norm: 5.5481 2020-07-23 09:27:59,959 - mmaction - INFO - Epoch [91][780/940] lr: 1.000e-04, eta: 1:51:36, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8947, loss_cls: 1.0933, loss: 1.0933, grad_norm: 5.5828 2020-07-23 09:28:11,765 - mmaction - INFO - Epoch [91][800/940] lr: 1.000e-04, eta: 1:51:21, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8920, loss_cls: 1.1312, loss: 1.1312, grad_norm: 5.6694 2020-07-23 09:28:24,116 - mmaction - INFO - Epoch [91][820/940] lr: 1.000e-04, eta: 1:51:05, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8875, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.6623 2020-07-23 09:28:36,462 - mmaction - INFO - Epoch [91][840/940] lr: 1.000e-04, eta: 1:50:49, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8971, loss_cls: 1.0853, loss: 1.0853, grad_norm: 5.5370 2020-07-23 09:28:48,306 - mmaction - INFO - Epoch [91][860/940] lr: 1.000e-04, eta: 1:50:33, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8939, loss_cls: 1.1277, loss: 1.1277, grad_norm: 5.7270 2020-07-23 09:29:00,597 - mmaction - INFO - Epoch [91][880/940] lr: 1.000e-04, eta: 1:50:17, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8832, loss_cls: 1.1506, loss: 1.1506, grad_norm: 5.6628 2020-07-23 09:29:12,337 - mmaction - INFO - Epoch [91][900/940] lr: 1.000e-04, eta: 1:50:01, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8916, loss_cls: 1.1159, loss: 1.1159, grad_norm: 5.5629 2020-07-23 09:29:24,776 - mmaction - INFO - Epoch [91][920/940] lr: 1.000e-04, eta: 1:49:45, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8951, loss_cls: 1.1208, loss: 1.1208, grad_norm: 5.6148 2020-07-23 09:29:36,042 - mmaction - INFO - Epoch [91][940/940] lr: 1.000e-04, eta: 1:49:29, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8911, loss_cls: 1.1185, loss: 1.1185, grad_norm: 5.6065 2020-07-23 09:32:21,562 - mmaction - INFO - Epoch [92][20/940] lr: 1.000e-04, eta: 1:49:28, time: 7.920, data_time: 7.282, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8826, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.6809 2020-07-23 09:32:33,909 - mmaction - INFO - Epoch [92][40/940] lr: 1.000e-04, eta: 1:49:12, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8850, loss_cls: 1.1486, loss: 1.1486, grad_norm: 5.6222 2020-07-23 09:32:45,771 - mmaction - INFO - Epoch [92][60/940] lr: 1.000e-04, eta: 1:48:56, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8855, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.6695 2020-07-23 09:32:58,614 - mmaction - INFO - Epoch [92][80/940] lr: 1.000e-04, eta: 1:48:40, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8943, loss_cls: 1.1113, loss: 1.1113, grad_norm: 5.5563 2020-07-23 09:33:10,525 - mmaction - INFO - Epoch [92][100/940] lr: 1.000e-04, eta: 1:48:24, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8902, loss_cls: 1.1079, loss: 1.1079, grad_norm: 5.6053 2020-07-23 09:33:22,333 - mmaction - INFO - Epoch [92][120/940] lr: 1.000e-04, eta: 1:48:08, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8893, loss_cls: 1.1033, loss: 1.1033, grad_norm: 5.5630 2020-07-23 09:33:34,788 - mmaction - INFO - Epoch [92][140/940] lr: 1.000e-04, eta: 1:47:53, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1308, loss: 1.1308, grad_norm: 5.6457 2020-07-23 09:33:46,739 - mmaction - INFO - Epoch [92][160/940] lr: 1.000e-04, eta: 1:47:37, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8885, loss_cls: 1.1548, loss: 1.1548, grad_norm: 5.7040 2020-07-23 09:33:58,565 - mmaction - INFO - Epoch [92][180/940] lr: 1.000e-04, eta: 1:47:21, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8924, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.5506 2020-07-23 09:34:10,302 - mmaction - INFO - Epoch [92][200/940] lr: 1.000e-04, eta: 1:47:05, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8979, loss_cls: 1.1038, loss: 1.1038, grad_norm: 5.6378 2020-07-23 09:34:22,700 - mmaction - INFO - Epoch [92][220/940] lr: 1.000e-04, eta: 1:46:49, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8920, loss_cls: 1.1071, loss: 1.1071, grad_norm: 5.5705 2020-07-23 09:34:35,015 - mmaction - INFO - Epoch [92][240/940] lr: 1.000e-04, eta: 1:46:33, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8963, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.6515 2020-07-23 09:34:46,964 - mmaction - INFO - Epoch [92][260/940] lr: 1.000e-04, eta: 1:46:17, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8949, loss_cls: 1.1159, loss: 1.1159, grad_norm: 5.6610 2020-07-23 09:34:58,760 - mmaction - INFO - Epoch [92][280/940] lr: 1.000e-04, eta: 1:46:01, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8816, loss_cls: 1.1555, loss: 1.1555, grad_norm: 5.6376 2020-07-23 09:35:11,468 - mmaction - INFO - Epoch [92][300/940] lr: 1.000e-04, eta: 1:45:45, time: 0.635, data_time: 0.001, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.1174, loss: 1.1174, grad_norm: 5.5688 2020-07-23 09:35:23,932 - mmaction - INFO - Epoch [92][320/940] lr: 1.000e-04, eta: 1:45:30, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8895, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.6750 2020-07-23 09:35:35,987 - mmaction - INFO - Epoch [92][340/940] lr: 1.000e-04, eta: 1:45:14, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8904, loss_cls: 1.1330, loss: 1.1330, grad_norm: 5.7270 2020-07-23 09:35:48,696 - mmaction - INFO - Epoch [92][360/940] lr: 1.000e-04, eta: 1:44:58, time: 0.636, data_time: 0.014, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8971, loss_cls: 1.0893, loss: 1.0893, grad_norm: 5.6036 2020-07-23 09:36:00,532 - mmaction - INFO - Epoch [92][380/940] lr: 1.000e-04, eta: 1:44:42, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8879, loss_cls: 1.1240, loss: 1.1240, grad_norm: 5.5387 2020-07-23 09:36:12,391 - mmaction - INFO - Epoch [92][400/940] lr: 1.000e-04, eta: 1:44:26, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8930, loss_cls: 1.0891, loss: 1.0891, grad_norm: 5.4738 2020-07-23 09:36:24,323 - mmaction - INFO - Epoch [92][420/940] lr: 1.000e-04, eta: 1:44:10, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8863, loss_cls: 1.1589, loss: 1.1589, grad_norm: 5.6639 2020-07-23 09:36:36,127 - mmaction - INFO - Epoch [92][440/940] lr: 1.000e-04, eta: 1:43:54, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8893, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.6412 2020-07-23 09:36:48,010 - mmaction - INFO - Epoch [92][460/940] lr: 1.000e-04, eta: 1:43:38, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.6495 2020-07-23 09:36:59,814 - mmaction - INFO - Epoch [92][480/940] lr: 1.000e-04, eta: 1:43:23, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8961, loss_cls: 1.0844, loss: 1.0844, grad_norm: 5.5364 2020-07-23 09:37:12,427 - mmaction - INFO - Epoch [92][500/940] lr: 1.000e-04, eta: 1:43:07, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7355, top5_acc: 0.8957, loss_cls: 1.0804, loss: 1.0804, grad_norm: 5.4949 2020-07-23 09:37:24,175 - mmaction - INFO - Epoch [92][520/940] lr: 1.000e-04, eta: 1:42:51, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1190, loss: 1.1190, grad_norm: 5.5942 2020-07-23 09:37:36,184 - mmaction - INFO - Epoch [92][540/940] lr: 1.000e-04, eta: 1:42:35, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8914, loss_cls: 1.0932, loss: 1.0932, grad_norm: 5.5468 2020-07-23 09:37:48,701 - mmaction - INFO - Epoch [92][560/940] lr: 1.000e-04, eta: 1:42:19, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8875, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.4954 2020-07-23 09:38:00,541 - mmaction - INFO - Epoch [92][580/940] lr: 1.000e-04, eta: 1:42:03, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8895, loss_cls: 1.1320, loss: 1.1320, grad_norm: 5.5643 2020-07-23 09:38:12,521 - mmaction - INFO - Epoch [92][600/940] lr: 1.000e-04, eta: 1:41:47, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8893, loss_cls: 1.1117, loss: 1.1117, grad_norm: 5.6064 2020-07-23 09:38:24,833 - mmaction - INFO - Epoch [92][620/940] lr: 1.000e-04, eta: 1:41:32, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8932, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.7000 2020-07-23 09:38:36,679 - mmaction - INFO - Epoch [92][640/940] lr: 1.000e-04, eta: 1:41:16, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8910, loss_cls: 1.1076, loss: 1.1076, grad_norm: 5.5459 2020-07-23 09:38:49,559 - mmaction - INFO - Epoch [92][660/940] lr: 1.000e-04, eta: 1:41:00, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8830, loss_cls: 1.1658, loss: 1.1658, grad_norm: 5.6128 2020-07-23 09:39:01,631 - mmaction - INFO - Epoch [92][680/940] lr: 1.000e-04, eta: 1:40:44, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8947, loss_cls: 1.1265, loss: 1.1265, grad_norm: 5.6461 2020-07-23 09:39:13,550 - mmaction - INFO - Epoch [92][700/940] lr: 1.000e-04, eta: 1:40:28, time: 0.603, data_time: 0.011, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8902, loss_cls: 1.1410, loss: 1.1410, grad_norm: 5.6706 2020-07-23 09:39:25,379 - mmaction - INFO - Epoch [92][720/940] lr: 1.000e-04, eta: 1:40:12, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8865, loss_cls: 1.1407, loss: 1.1407, grad_norm: 5.6349 2020-07-23 09:39:37,158 - mmaction - INFO - Epoch [92][740/940] lr: 1.000e-04, eta: 1:39:56, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8904, loss_cls: 1.1063, loss: 1.1063, grad_norm: 5.5537 2020-07-23 09:39:49,793 - mmaction - INFO - Epoch [92][760/940] lr: 1.000e-04, eta: 1:39:41, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8912, loss_cls: 1.1245, loss: 1.1245, grad_norm: 5.6166 2020-07-23 09:40:01,524 - mmaction - INFO - Epoch [92][780/940] lr: 1.000e-04, eta: 1:39:25, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8844, loss_cls: 1.1407, loss: 1.1407, grad_norm: 5.6727 2020-07-23 09:40:14,108 - mmaction - INFO - Epoch [92][800/940] lr: 1.000e-04, eta: 1:39:09, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8934, loss_cls: 1.1208, loss: 1.1208, grad_norm: 5.5320 2020-07-23 09:40:25,971 - mmaction - INFO - Epoch [92][820/940] lr: 1.000e-04, eta: 1:38:53, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8850, loss_cls: 1.1685, loss: 1.1685, grad_norm: 5.7128 2020-07-23 09:40:38,580 - mmaction - INFO - Epoch [92][840/940] lr: 1.000e-04, eta: 1:38:37, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8938, loss_cls: 1.1102, loss: 1.1102, grad_norm: 5.6760 2020-07-23 09:40:50,940 - mmaction - INFO - Epoch [92][860/940] lr: 1.000e-04, eta: 1:38:21, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8891, loss_cls: 1.1393, loss: 1.1393, grad_norm: 5.6555 2020-07-23 09:41:02,821 - mmaction - INFO - Epoch [92][880/940] lr: 1.000e-04, eta: 1:38:06, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1485, loss: 1.1485, grad_norm: 5.7032 2020-07-23 09:41:14,598 - mmaction - INFO - Epoch [92][900/940] lr: 1.000e-04, eta: 1:37:50, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8986, loss_cls: 1.0894, loss: 1.0894, grad_norm: 5.5986 2020-07-23 09:41:27,050 - mmaction - INFO - Epoch [92][920/940] lr: 1.000e-04, eta: 1:37:34, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8953, loss_cls: 1.0912, loss: 1.0912, grad_norm: 5.5641 2020-07-23 09:41:38,308 - mmaction - INFO - Epoch [92][940/940] lr: 1.000e-04, eta: 1:37:18, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.7134, top5_acc: 0.8831, loss_cls: 1.1583, loss: 1.1583, grad_norm: 5.8791 2020-07-23 09:44:17,121 - mmaction - INFO - Epoch [93][20/940] lr: 1.000e-04, eta: 1:37:14, time: 7.433, data_time: 6.803, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8922, loss_cls: 1.1458, loss: 1.1458, grad_norm: 5.7312 2020-07-23 09:44:28,923 - mmaction - INFO - Epoch [93][40/940] lr: 1.000e-04, eta: 1:36:58, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8877, loss_cls: 1.1568, loss: 1.1568, grad_norm: 5.7432 2020-07-23 09:44:41,467 - mmaction - INFO - Epoch [93][60/940] lr: 1.000e-04, eta: 1:36:42, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7398, top5_acc: 0.8959, loss_cls: 1.0701, loss: 1.0701, grad_norm: 5.4339 2020-07-23 09:44:53,344 - mmaction - INFO - Epoch [93][80/940] lr: 1.000e-04, eta: 1:36:27, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8971, loss_cls: 1.0922, loss: 1.0922, grad_norm: 5.5857 2020-07-23 09:45:05,218 - mmaction - INFO - Epoch [93][100/940] lr: 1.000e-04, eta: 1:36:11, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8936, loss_cls: 1.1222, loss: 1.1222, grad_norm: 5.5514 2020-07-23 09:45:17,044 - mmaction - INFO - Epoch [93][120/940] lr: 1.000e-04, eta: 1:35:55, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8848, loss_cls: 1.1536, loss: 1.1536, grad_norm: 5.7338 2020-07-23 09:45:29,661 - mmaction - INFO - Epoch [93][140/940] lr: 1.000e-04, eta: 1:35:39, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8885, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.8513 2020-07-23 09:45:41,457 - mmaction - INFO - Epoch [93][160/940] lr: 1.000e-04, eta: 1:35:23, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8920, loss_cls: 1.1258, loss: 1.1258, grad_norm: 5.6250 2020-07-23 09:45:53,310 - mmaction - INFO - Epoch [93][180/940] lr: 1.000e-04, eta: 1:35:07, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8871, loss_cls: 1.1205, loss: 1.1205, grad_norm: 5.6197 2020-07-23 09:46:05,193 - mmaction - INFO - Epoch [93][200/940] lr: 1.000e-04, eta: 1:34:51, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8883, loss_cls: 1.1394, loss: 1.1394, grad_norm: 5.6868 2020-07-23 09:46:16,973 - mmaction - INFO - Epoch [93][220/940] lr: 1.000e-04, eta: 1:34:35, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8951, loss_cls: 1.1159, loss: 1.1159, grad_norm: 5.6002 2020-07-23 09:46:29,476 - mmaction - INFO - Epoch [93][240/940] lr: 1.000e-04, eta: 1:34:20, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8820, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.6679 2020-07-23 09:46:41,325 - mmaction - INFO - Epoch [93][260/940] lr: 1.000e-04, eta: 1:34:04, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8910, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.6170 2020-07-23 09:46:54,451 - mmaction - INFO - Epoch [93][280/940] lr: 1.000e-04, eta: 1:33:48, time: 0.656, data_time: 0.007, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.7055 2020-07-23 09:47:06,384 - mmaction - INFO - Epoch [93][300/940] lr: 1.000e-04, eta: 1:33:32, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0814, loss: 1.0814, grad_norm: 5.5140 2020-07-23 09:47:18,257 - mmaction - INFO - Epoch [93][320/940] lr: 1.000e-04, eta: 1:33:16, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8873, loss_cls: 1.1364, loss: 1.1364, grad_norm: 5.6537 2020-07-23 09:47:30,798 - mmaction - INFO - Epoch [93][340/940] lr: 1.000e-04, eta: 1:33:01, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8902, loss_cls: 1.1258, loss: 1.1258, grad_norm: 5.6549 2020-07-23 09:47:42,882 - mmaction - INFO - Epoch [93][360/940] lr: 1.000e-04, eta: 1:32:45, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8865, loss_cls: 1.1294, loss: 1.1294, grad_norm: 5.6181 2020-07-23 09:47:55,837 - mmaction - INFO - Epoch [93][380/940] lr: 1.000e-04, eta: 1:32:29, time: 0.647, data_time: 0.003, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8914, loss_cls: 1.1116, loss: 1.1116, grad_norm: 5.5623 2020-07-23 09:48:07,620 - mmaction - INFO - Epoch [93][400/940] lr: 1.000e-04, eta: 1:32:13, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8898, loss_cls: 1.1044, loss: 1.1044, grad_norm: 5.4908 2020-07-23 09:48:19,433 - mmaction - INFO - Epoch [93][420/940] lr: 1.000e-04, eta: 1:31:57, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8865, loss_cls: 1.1306, loss: 1.1306, grad_norm: 5.6672 2020-07-23 09:48:31,211 - mmaction - INFO - Epoch [93][440/940] lr: 1.000e-04, eta: 1:31:41, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8920, loss_cls: 1.1161, loss: 1.1161, grad_norm: 5.5599 2020-07-23 09:48:43,066 - mmaction - INFO - Epoch [93][460/940] lr: 1.000e-04, eta: 1:31:26, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8895, loss_cls: 1.1354, loss: 1.1354, grad_norm: 5.6234 2020-07-23 09:48:54,921 - mmaction - INFO - Epoch [93][480/940] lr: 1.000e-04, eta: 1:31:10, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8951, loss_cls: 1.0934, loss: 1.0934, grad_norm: 5.5236 2020-07-23 09:49:06,739 - mmaction - INFO - Epoch [93][500/940] lr: 1.000e-04, eta: 1:30:54, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8893, loss_cls: 1.1304, loss: 1.1304, grad_norm: 5.6082 2020-07-23 09:49:18,448 - mmaction - INFO - Epoch [93][520/940] lr: 1.000e-04, eta: 1:30:38, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8930, loss_cls: 1.1390, loss: 1.1390, grad_norm: 5.6845 2020-07-23 09:49:30,790 - mmaction - INFO - Epoch [93][540/940] lr: 1.000e-04, eta: 1:30:22, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8848, loss_cls: 1.1808, loss: 1.1808, grad_norm: 5.7485 2020-07-23 09:49:42,641 - mmaction - INFO - Epoch [93][560/940] lr: 1.000e-04, eta: 1:30:06, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8885, loss_cls: 1.1218, loss: 1.1218, grad_norm: 5.6109 2020-07-23 09:49:54,549 - mmaction - INFO - Epoch [93][580/940] lr: 1.000e-04, eta: 1:29:51, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8875, loss_cls: 1.1273, loss: 1.1273, grad_norm: 5.6077 2020-07-23 09:50:06,358 - mmaction - INFO - Epoch [93][600/940] lr: 1.000e-04, eta: 1:29:35, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8865, loss_cls: 1.1496, loss: 1.1496, grad_norm: 5.7779 2020-07-23 09:50:18,122 - mmaction - INFO - Epoch [93][620/940] lr: 1.000e-04, eta: 1:29:19, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8910, loss_cls: 1.1517, loss: 1.1517, grad_norm: 5.7399 2020-07-23 09:50:30,908 - mmaction - INFO - Epoch [93][640/940] lr: 1.000e-04, eta: 1:29:03, time: 0.638, data_time: 0.001, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8896, loss_cls: 1.0974, loss: 1.0974, grad_norm: 5.5401 2020-07-23 09:50:42,698 - mmaction - INFO - Epoch [93][660/940] lr: 1.000e-04, eta: 1:28:47, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8951, loss_cls: 1.0967, loss: 1.0967, grad_norm: 5.5488 2020-07-23 09:50:55,063 - mmaction - INFO - Epoch [93][680/940] lr: 1.000e-04, eta: 1:28:32, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8924, loss_cls: 1.0859, loss: 1.0859, grad_norm: 5.4903 2020-07-23 09:51:07,494 - mmaction - INFO - Epoch [93][700/940] lr: 1.000e-04, eta: 1:28:16, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8984, loss_cls: 1.0871, loss: 1.0871, grad_norm: 5.5365 2020-07-23 09:51:19,301 - mmaction - INFO - Epoch [93][720/940] lr: 1.000e-04, eta: 1:28:00, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8920, loss_cls: 1.1198, loss: 1.1198, grad_norm: 5.6047 2020-07-23 09:51:32,062 - mmaction - INFO - Epoch [93][740/940] lr: 1.000e-04, eta: 1:27:44, time: 0.639, data_time: 0.001, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8922, loss_cls: 1.1312, loss: 1.1312, grad_norm: 5.6819 2020-07-23 09:51:43,897 - mmaction - INFO - Epoch [93][760/940] lr: 1.000e-04, eta: 1:27:28, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8916, loss_cls: 1.1282, loss: 1.1282, grad_norm: 5.6575 2020-07-23 09:51:55,809 - mmaction - INFO - Epoch [93][780/940] lr: 1.000e-04, eta: 1:27:13, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8854, loss_cls: 1.1330, loss: 1.1330, grad_norm: 5.6035 2020-07-23 09:52:07,717 - mmaction - INFO - Epoch [93][800/940] lr: 1.000e-04, eta: 1:26:57, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8857, loss_cls: 1.1115, loss: 1.1115, grad_norm: 5.5879 2020-07-23 09:52:20,193 - mmaction - INFO - Epoch [93][820/940] lr: 1.000e-04, eta: 1:26:41, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8908, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.7544 2020-07-23 09:52:32,603 - mmaction - INFO - Epoch [93][840/940] lr: 1.000e-04, eta: 1:26:25, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7338, top5_acc: 0.8918, loss_cls: 1.0737, loss: 1.0737, grad_norm: 5.4650 2020-07-23 09:52:44,405 - mmaction - INFO - Epoch [93][860/940] lr: 1.000e-04, eta: 1:26:09, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8900, loss_cls: 1.1295, loss: 1.1295, grad_norm: 5.6629 2020-07-23 09:52:56,876 - mmaction - INFO - Epoch [93][880/940] lr: 1.000e-04, eta: 1:25:54, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8867, loss_cls: 1.1397, loss: 1.1397, grad_norm: 5.6002 2020-07-23 09:53:08,749 - mmaction - INFO - Epoch [93][900/940] lr: 1.000e-04, eta: 1:25:38, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.7328, top5_acc: 0.8971, loss_cls: 1.0940, loss: 1.0940, grad_norm: 5.6081 2020-07-23 09:53:20,644 - mmaction - INFO - Epoch [93][920/940] lr: 1.000e-04, eta: 1:25:22, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1235, loss: 1.1235, grad_norm: 5.5285 2020-07-23 09:53:31,875 - mmaction - INFO - Epoch [93][940/940] lr: 1.000e-04, eta: 1:25:06, time: 0.562, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8976, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.6986 2020-07-23 09:58:10,144 - mmaction - INFO - Epoch [94][20/940] lr: 1.000e-04, eta: 1:25:10, time: 13.625, data_time: 12.753, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8910, loss_cls: 1.1220, loss: 1.1220, grad_norm: 5.6120 2020-07-23 09:58:22,075 - mmaction - INFO - Epoch [94][40/940] lr: 1.000e-04, eta: 1:24:54, time: 0.599, data_time: 0.007, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8926, loss_cls: 1.0856, loss: 1.0856, grad_norm: 5.4837 2020-07-23 09:58:33,839 - mmaction - INFO - Epoch [94][60/940] lr: 1.000e-04, eta: 1:24:38, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7314, top5_acc: 0.9014, loss_cls: 1.0820, loss: 1.0820, grad_norm: 5.5024 2020-07-23 09:58:45,900 - mmaction - INFO - Epoch [94][80/940] lr: 1.000e-04, eta: 1:24:22, time: 0.603, data_time: 0.021, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8904, loss_cls: 1.1058, loss: 1.1058, grad_norm: 5.6025 2020-07-23 09:58:58,282 - mmaction - INFO - Epoch [94][100/940] lr: 1.000e-04, eta: 1:24:07, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8967, loss_cls: 1.0942, loss: 1.0942, grad_norm: 5.5931 2020-07-23 09:59:10,800 - mmaction - INFO - Epoch [94][120/940] lr: 1.000e-04, eta: 1:23:51, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8865, loss_cls: 1.1477, loss: 1.1477, grad_norm: 5.6590 2020-07-23 09:59:22,629 - mmaction - INFO - Epoch [94][140/940] lr: 1.000e-04, eta: 1:23:35, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8834, loss_cls: 1.1413, loss: 1.1413, grad_norm: 5.5977 2020-07-23 09:59:34,431 - mmaction - INFO - Epoch [94][160/940] lr: 1.000e-04, eta: 1:23:19, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8889, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.7624 2020-07-23 09:59:46,213 - mmaction - INFO - Epoch [94][180/940] lr: 1.000e-04, eta: 1:23:03, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7355, top5_acc: 0.8971, loss_cls: 1.0903, loss: 1.0903, grad_norm: 5.5281 2020-07-23 09:59:58,601 - mmaction - INFO - Epoch [94][200/940] lr: 1.000e-04, eta: 1:22:47, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1090, loss: 1.1090, grad_norm: 5.6747 2020-07-23 10:00:17,896 - mmaction - INFO - Epoch [94][220/940] lr: 1.000e-04, eta: 1:22:32, time: 0.965, data_time: 0.010, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8902, loss_cls: 1.1243, loss: 1.1243, grad_norm: 5.6636 2020-07-23 10:00:29,866 - mmaction - INFO - Epoch [94][240/940] lr: 1.000e-04, eta: 1:22:16, time: 0.603, data_time: 0.013, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8928, loss_cls: 1.1207, loss: 1.1207, grad_norm: 5.6927 2020-07-23 10:00:41,702 - mmaction - INFO - Epoch [94][260/940] lr: 1.000e-04, eta: 1:22:01, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8895, loss_cls: 1.1174, loss: 1.1174, grad_norm: 5.5508 2020-07-23 10:00:54,355 - mmaction - INFO - Epoch [94][280/940] lr: 1.000e-04, eta: 1:21:45, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8943, loss_cls: 1.1372, loss: 1.1372, grad_norm: 5.6949 2020-07-23 10:01:06,351 - mmaction - INFO - Epoch [94][300/940] lr: 1.000e-04, eta: 1:21:29, time: 0.600, data_time: 0.012, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8906, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.6544 2020-07-23 10:01:18,096 - mmaction - INFO - Epoch [94][320/940] lr: 1.000e-04, eta: 1:21:13, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8857, loss_cls: 1.1495, loss: 1.1495, grad_norm: 5.6036 2020-07-23 10:01:30,595 - mmaction - INFO - Epoch [94][340/940] lr: 1.000e-04, eta: 1:20:57, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8943, loss_cls: 1.1230, loss: 1.1230, grad_norm: 5.5992 2020-07-23 10:01:43,078 - mmaction - INFO - Epoch [94][360/940] lr: 1.000e-04, eta: 1:20:41, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.7312, top5_acc: 0.9002, loss_cls: 1.0716, loss: 1.0716, grad_norm: 5.5532 2020-07-23 10:01:55,376 - mmaction - INFO - Epoch [94][380/940] lr: 1.000e-04, eta: 1:20:26, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8818, loss_cls: 1.1540, loss: 1.1540, grad_norm: 5.6936 2020-07-23 10:02:07,872 - mmaction - INFO - Epoch [94][400/940] lr: 1.000e-04, eta: 1:20:10, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8910, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.6189 2020-07-23 10:02:19,690 - mmaction - INFO - Epoch [94][420/940] lr: 1.000e-04, eta: 1:19:54, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8867, loss_cls: 1.1481, loss: 1.1481, grad_norm: 5.6775 2020-07-23 10:02:31,615 - mmaction - INFO - Epoch [94][440/940] lr: 1.000e-04, eta: 1:19:38, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8854, loss_cls: 1.1273, loss: 1.1273, grad_norm: 5.5699 2020-07-23 10:02:43,422 - mmaction - INFO - Epoch [94][460/940] lr: 1.000e-04, eta: 1:19:22, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8951, loss_cls: 1.1026, loss: 1.1026, grad_norm: 5.6028 2020-07-23 10:02:55,653 - mmaction - INFO - Epoch [94][480/940] lr: 1.000e-04, eta: 1:19:07, time: 0.612, data_time: 0.003, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1318, loss: 1.1318, grad_norm: 5.6476 2020-07-23 10:03:08,133 - mmaction - INFO - Epoch [94][500/940] lr: 1.000e-04, eta: 1:18:51, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8898, loss_cls: 1.1333, loss: 1.1333, grad_norm: 5.6777 2020-07-23 10:03:19,931 - mmaction - INFO - Epoch [94][520/940] lr: 1.000e-04, eta: 1:18:35, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8846, loss_cls: 1.1474, loss: 1.1474, grad_norm: 5.6840 2020-07-23 10:03:31,657 - mmaction - INFO - Epoch [94][540/940] lr: 1.000e-04, eta: 1:18:19, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8920, loss_cls: 1.1026, loss: 1.1026, grad_norm: 5.6068 2020-07-23 10:03:43,549 - mmaction - INFO - Epoch [94][560/940] lr: 1.000e-04, eta: 1:18:03, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7350, top5_acc: 0.8986, loss_cls: 1.0732, loss: 1.0732, grad_norm: 5.5035 2020-07-23 10:03:55,609 - mmaction - INFO - Epoch [94][580/940] lr: 1.000e-04, eta: 1:17:48, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.9006, loss_cls: 1.0916, loss: 1.0916, grad_norm: 5.5599 2020-07-23 10:04:07,456 - mmaction - INFO - Epoch [94][600/940] lr: 1.000e-04, eta: 1:17:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8984, loss_cls: 1.0917, loss: 1.0917, grad_norm: 5.5783 2020-07-23 10:04:20,271 - mmaction - INFO - Epoch [94][620/940] lr: 1.000e-04, eta: 1:17:16, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8881, loss_cls: 1.1309, loss: 1.1309, grad_norm: 5.6262 2020-07-23 10:04:32,158 - mmaction - INFO - Epoch [94][640/940] lr: 1.000e-04, eta: 1:17:00, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8887, loss_cls: 1.1185, loss: 1.1185, grad_norm: 5.5887 2020-07-23 10:04:44,090 - mmaction - INFO - Epoch [94][660/940] lr: 1.000e-04, eta: 1:16:44, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8898, loss_cls: 1.1059, loss: 1.1059, grad_norm: 5.6125 2020-07-23 10:04:56,124 - mmaction - INFO - Epoch [94][680/940] lr: 1.000e-04, eta: 1:16:29, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8945, loss_cls: 1.1101, loss: 1.1101, grad_norm: 5.5222 2020-07-23 10:05:07,886 - mmaction - INFO - Epoch [94][700/940] lr: 1.000e-04, eta: 1:16:13, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8879, loss_cls: 1.1230, loss: 1.1230, grad_norm: 5.6727 2020-07-23 10:05:20,389 - mmaction - INFO - Epoch [94][720/940] lr: 1.000e-04, eta: 1:15:57, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8834, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.7851 2020-07-23 10:05:33,083 - mmaction - INFO - Epoch [94][740/940] lr: 1.000e-04, eta: 1:15:41, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8877, loss_cls: 1.1235, loss: 1.1235, grad_norm: 5.6686 2020-07-23 10:05:46,152 - mmaction - INFO - Epoch [94][760/940] lr: 1.000e-04, eta: 1:15:26, time: 0.653, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.5552 2020-07-23 10:05:58,531 - mmaction - INFO - Epoch [94][780/940] lr: 1.000e-04, eta: 1:15:10, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.9037, loss_cls: 1.0617, loss: 1.0617, grad_norm: 5.5074 2020-07-23 10:06:10,350 - mmaction - INFO - Epoch [94][800/940] lr: 1.000e-04, eta: 1:14:54, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.5645 2020-07-23 10:06:22,264 - mmaction - INFO - Epoch [94][820/940] lr: 1.000e-04, eta: 1:14:38, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8846, loss_cls: 1.1283, loss: 1.1283, grad_norm: 5.5683 2020-07-23 10:06:34,110 - mmaction - INFO - Epoch [94][840/940] lr: 1.000e-04, eta: 1:14:22, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8902, loss_cls: 1.1207, loss: 1.1207, grad_norm: 5.6939 2020-07-23 10:06:46,122 - mmaction - INFO - Epoch [94][860/940] lr: 1.000e-04, eta: 1:14:07, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8979, loss_cls: 1.0819, loss: 1.0819, grad_norm: 5.5560 2020-07-23 10:06:57,884 - mmaction - INFO - Epoch [94][880/940] lr: 1.000e-04, eta: 1:13:51, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8961, loss_cls: 1.1121, loss: 1.1121, grad_norm: 5.5835 2020-07-23 10:07:09,732 - mmaction - INFO - Epoch [94][900/940] lr: 1.000e-04, eta: 1:13:35, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8941, loss_cls: 1.0758, loss: 1.0758, grad_norm: 5.5783 2020-07-23 10:07:21,507 - mmaction - INFO - Epoch [94][920/940] lr: 1.000e-04, eta: 1:13:19, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8896, loss_cls: 1.1270, loss: 1.1270, grad_norm: 5.6052 2020-07-23 10:07:32,791 - mmaction - INFO - Epoch [94][940/940] lr: 1.000e-04, eta: 1:13:03, time: 0.564, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8904, loss_cls: 1.1467, loss: 1.1467, grad_norm: 5.6942 2020-07-23 10:11:13,747 - mmaction - INFO - Epoch [95][20/940] lr: 1.000e-04, eta: 1:13:00, time: 10.261, data_time: 9.530, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8877, loss_cls: 1.1569, loss: 1.1569, grad_norm: 5.7193 2020-07-23 10:11:25,499 - mmaction - INFO - Epoch [95][40/940] lr: 1.000e-04, eta: 1:12:44, time: 0.591, data_time: 0.006, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8818, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.6231 2020-07-23 10:11:37,298 - mmaction - INFO - Epoch [95][60/940] lr: 1.000e-04, eta: 1:12:28, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1407, loss: 1.1407, grad_norm: 5.6720 2020-07-23 10:11:49,120 - mmaction - INFO - Epoch [95][80/940] lr: 1.000e-04, eta: 1:12:13, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8871, loss_cls: 1.1349, loss: 1.1349, grad_norm: 5.7307 2020-07-23 10:12:00,889 - mmaction - INFO - Epoch [95][100/940] lr: 1.000e-04, eta: 1:11:57, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8949, loss_cls: 1.1014, loss: 1.1014, grad_norm: 5.5927 2020-07-23 10:12:12,690 - mmaction - INFO - Epoch [95][120/940] lr: 1.000e-04, eta: 1:11:41, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8889, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.5801 2020-07-23 10:12:25,228 - mmaction - INFO - Epoch [95][140/940] lr: 1.000e-04, eta: 1:11:25, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8854, loss_cls: 1.1243, loss: 1.1243, grad_norm: 5.5711 2020-07-23 10:12:37,783 - mmaction - INFO - Epoch [95][160/940] lr: 1.000e-04, eta: 1:11:09, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8957, loss_cls: 1.1119, loss: 1.1119, grad_norm: 5.6258 2020-07-23 10:12:49,555 - mmaction - INFO - Epoch [95][180/940] lr: 1.000e-04, eta: 1:10:53, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8871, loss_cls: 1.1216, loss: 1.1216, grad_norm: 5.6105 2020-07-23 10:13:01,347 - mmaction - INFO - Epoch [95][200/940] lr: 1.000e-04, eta: 1:10:38, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8887, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.6730 2020-07-23 10:13:13,186 - mmaction - INFO - Epoch [95][220/940] lr: 1.000e-04, eta: 1:10:22, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8916, loss_cls: 1.1335, loss: 1.1335, grad_norm: 5.6009 2020-07-23 10:13:25,086 - mmaction - INFO - Epoch [95][240/940] lr: 1.000e-04, eta: 1:10:06, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7350, top5_acc: 0.9004, loss_cls: 1.0670, loss: 1.0670, grad_norm: 5.5874 2020-07-23 10:13:36,966 - mmaction - INFO - Epoch [95][260/940] lr: 1.000e-04, eta: 1:09:50, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8914, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.5913 2020-07-23 10:13:48,767 - mmaction - INFO - Epoch [95][280/940] lr: 1.000e-04, eta: 1:09:34, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8896, loss_cls: 1.1146, loss: 1.1146, grad_norm: 5.5900 2020-07-23 10:14:01,337 - mmaction - INFO - Epoch [95][300/940] lr: 1.000e-04, eta: 1:09:19, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8910, loss_cls: 1.1128, loss: 1.1128, grad_norm: 5.5360 2020-07-23 10:14:13,276 - mmaction - INFO - Epoch [95][320/940] lr: 1.000e-04, eta: 1:09:03, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8902, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.6395 2020-07-23 10:14:25,886 - mmaction - INFO - Epoch [95][340/940] lr: 1.000e-04, eta: 1:08:47, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8914, loss_cls: 1.1152, loss: 1.1152, grad_norm: 5.5529 2020-07-23 10:14:37,722 - mmaction - INFO - Epoch [95][360/940] lr: 1.000e-04, eta: 1:08:31, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8914, loss_cls: 1.0969, loss: 1.0969, grad_norm: 5.5599 2020-07-23 10:14:49,566 - mmaction - INFO - Epoch [95][380/940] lr: 1.000e-04, eta: 1:08:16, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8982, loss_cls: 1.1066, loss: 1.1066, grad_norm: 5.5328 2020-07-23 10:15:01,429 - mmaction - INFO - Epoch [95][400/940] lr: 1.000e-04, eta: 1:08:00, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8871, loss_cls: 1.1328, loss: 1.1328, grad_norm: 5.6308 2020-07-23 10:15:13,266 - mmaction - INFO - Epoch [95][420/940] lr: 1.000e-04, eta: 1:07:44, time: 0.592, data_time: 0.000, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8879, loss_cls: 1.1091, loss: 1.1091, grad_norm: 5.6563 2020-07-23 10:15:25,671 - mmaction - INFO - Epoch [95][440/940] lr: 1.000e-04, eta: 1:07:28, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8893, loss_cls: 1.1377, loss: 1.1377, grad_norm: 5.7438 2020-07-23 10:15:38,008 - mmaction - INFO - Epoch [95][460/940] lr: 1.000e-04, eta: 1:07:12, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8939, loss_cls: 1.1183, loss: 1.1183, grad_norm: 5.5916 2020-07-23 10:15:49,858 - mmaction - INFO - Epoch [95][480/940] lr: 1.000e-04, eta: 1:06:57, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8918, loss_cls: 1.1009, loss: 1.1009, grad_norm: 5.5391 2020-07-23 10:16:02,352 - mmaction - INFO - Epoch [95][500/940] lr: 1.000e-04, eta: 1:06:41, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8934, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.5899 2020-07-23 10:16:14,723 - mmaction - INFO - Epoch [95][520/940] lr: 1.000e-04, eta: 1:06:25, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8908, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.6344 2020-07-23 10:16:26,531 - mmaction - INFO - Epoch [95][540/940] lr: 1.000e-04, eta: 1:06:09, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8895, loss_cls: 1.1243, loss: 1.1243, grad_norm: 5.6613 2020-07-23 10:16:38,465 - mmaction - INFO - Epoch [95][560/940] lr: 1.000e-04, eta: 1:05:54, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8928, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.6061 2020-07-23 10:16:50,326 - mmaction - INFO - Epoch [95][580/940] lr: 1.000e-04, eta: 1:05:38, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8955, loss_cls: 1.1178, loss: 1.1178, grad_norm: 5.6400 2020-07-23 10:17:02,218 - mmaction - INFO - Epoch [95][600/940] lr: 1.000e-04, eta: 1:05:22, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1045, loss: 1.1045, grad_norm: 5.5232 2020-07-23 10:17:14,111 - mmaction - INFO - Epoch [95][620/940] lr: 1.000e-04, eta: 1:05:06, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8881, loss_cls: 1.1657, loss: 1.1657, grad_norm: 5.6740 2020-07-23 10:17:26,819 - mmaction - INFO - Epoch [95][640/940] lr: 1.000e-04, eta: 1:04:51, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8854, loss_cls: 1.1536, loss: 1.1536, grad_norm: 5.6998 2020-07-23 10:17:38,578 - mmaction - INFO - Epoch [95][660/940] lr: 1.000e-04, eta: 1:04:35, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.9045, loss_cls: 1.0720, loss: 1.0720, grad_norm: 5.6093 2020-07-23 10:17:50,445 - mmaction - INFO - Epoch [95][680/940] lr: 1.000e-04, eta: 1:04:19, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8908, loss_cls: 1.1222, loss: 1.1222, grad_norm: 5.6448 2020-07-23 10:18:02,228 - mmaction - INFO - Epoch [95][700/940] lr: 1.000e-04, eta: 1:04:03, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8828, loss_cls: 1.1314, loss: 1.1314, grad_norm: 5.6820 2020-07-23 10:18:13,964 - mmaction - INFO - Epoch [95][720/940] lr: 1.000e-04, eta: 1:03:47, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1506, loss: 1.1506, grad_norm: 5.7578 2020-07-23 10:18:25,768 - mmaction - INFO - Epoch [95][740/940] lr: 1.000e-04, eta: 1:03:32, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8887, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.6198 2020-07-23 10:18:38,067 - mmaction - INFO - Epoch [95][760/940] lr: 1.000e-04, eta: 1:03:16, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.5871 2020-07-23 10:18:50,073 - mmaction - INFO - Epoch [95][780/940] lr: 1.000e-04, eta: 1:03:00, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8857, loss_cls: 1.1600, loss: 1.1600, grad_norm: 5.8034 2020-07-23 10:19:02,488 - mmaction - INFO - Epoch [95][800/940] lr: 1.000e-04, eta: 1:02:44, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8922, loss_cls: 1.1200, loss: 1.1200, grad_norm: 5.6308 2020-07-23 10:19:14,515 - mmaction - INFO - Epoch [95][820/940] lr: 1.000e-04, eta: 1:02:29, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8867, loss_cls: 1.1327, loss: 1.1327, grad_norm: 5.7028 2020-07-23 10:19:27,032 - mmaction - INFO - Epoch [95][840/940] lr: 1.000e-04, eta: 1:02:13, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8941, loss_cls: 1.0883, loss: 1.0883, grad_norm: 5.4794 2020-07-23 10:19:39,595 - mmaction - INFO - Epoch [95][860/940] lr: 1.000e-04, eta: 1:01:57, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8918, loss_cls: 1.1080, loss: 1.1080, grad_norm: 5.6388 2020-07-23 10:19:51,404 - mmaction - INFO - Epoch [95][880/940] lr: 1.000e-04, eta: 1:01:42, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8848, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.6744 2020-07-23 10:20:03,403 - mmaction - INFO - Epoch [95][900/940] lr: 1.000e-04, eta: 1:01:26, time: 0.600, data_time: 0.012, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8918, loss_cls: 1.1090, loss: 1.1090, grad_norm: 5.6436 2020-07-23 10:20:16,000 - mmaction - INFO - Epoch [95][920/940] lr: 1.000e-04, eta: 1:01:10, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8934, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.5786 2020-07-23 10:20:27,162 - mmaction - INFO - Epoch [95][940/940] lr: 1.000e-04, eta: 1:00:54, time: 0.558, data_time: 0.001, memory: 8344, top1_acc: 0.7222, top5_acc: 0.8854, loss_cls: 1.1305, loss: 1.1305, grad_norm: 5.7193 2020-07-23 10:20:33,204 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-07-23 10:23:03,724 - mmaction - INFO - Epoch [96][20/940] lr: 1.000e-04, eta: 1:00:46, time: 7.498, data_time: 6.769, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8873, loss_cls: 1.1411, loss: 1.1411, grad_norm: 5.6452 2020-07-23 10:23:16,530 - mmaction - INFO - Epoch [96][40/940] lr: 1.000e-04, eta: 1:00:30, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8906, loss_cls: 1.0952, loss: 1.0952, grad_norm: 5.6217 2020-07-23 10:23:28,288 - mmaction - INFO - Epoch [96][60/940] lr: 1.000e-04, eta: 1:00:14, time: 0.588, data_time: 0.004, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8816, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.6406 2020-07-23 10:23:40,092 - mmaction - INFO - Epoch [96][80/940] lr: 1.000e-04, eta: 0:59:58, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8926, loss_cls: 1.1181, loss: 1.1181, grad_norm: 5.6265 2020-07-23 10:23:52,737 - mmaction - INFO - Epoch [96][100/940] lr: 1.000e-04, eta: 0:59:43, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8912, loss_cls: 1.1081, loss: 1.1081, grad_norm: 5.6091 2020-07-23 10:24:05,193 - mmaction - INFO - Epoch [96][120/940] lr: 1.000e-04, eta: 0:59:27, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8852, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.5933 2020-07-23 10:24:17,705 - mmaction - INFO - Epoch [96][140/940] lr: 1.000e-04, eta: 0:59:11, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8859, loss_cls: 1.1455, loss: 1.1455, grad_norm: 5.6995 2020-07-23 10:24:29,469 - mmaction - INFO - Epoch [96][160/940] lr: 1.000e-04, eta: 0:58:56, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8928, loss_cls: 1.1151, loss: 1.1151, grad_norm: 5.5856 2020-07-23 10:24:42,035 - mmaction - INFO - Epoch [96][180/940] lr: 1.000e-04, eta: 0:58:40, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8898, loss_cls: 1.1472, loss: 1.1472, grad_norm: 5.6992 2020-07-23 10:24:53,774 - mmaction - INFO - Epoch [96][200/940] lr: 1.000e-04, eta: 0:58:24, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8939, loss_cls: 1.1029, loss: 1.1029, grad_norm: 5.6494 2020-07-23 10:25:05,791 - mmaction - INFO - Epoch [96][220/940] lr: 1.000e-04, eta: 0:58:08, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8912, loss_cls: 1.1074, loss: 1.1074, grad_norm: 5.5501 2020-07-23 10:25:18,215 - mmaction - INFO - Epoch [96][240/940] lr: 1.000e-04, eta: 0:57:53, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8877, loss_cls: 1.1391, loss: 1.1391, grad_norm: 5.6926 2020-07-23 10:25:30,007 - mmaction - INFO - Epoch [96][260/940] lr: 1.000e-04, eta: 0:57:37, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8934, loss_cls: 1.1162, loss: 1.1162, grad_norm: 5.6359 2020-07-23 10:25:41,897 - mmaction - INFO - Epoch [96][280/940] lr: 1.000e-04, eta: 0:57:21, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8906, loss_cls: 1.1106, loss: 1.1106, grad_norm: 5.5850 2020-07-23 10:25:53,660 - mmaction - INFO - Epoch [96][300/940] lr: 1.000e-04, eta: 0:57:05, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8797, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.6970 2020-07-23 10:26:06,102 - mmaction - INFO - Epoch [96][320/940] lr: 1.000e-04, eta: 0:56:50, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8949, loss_cls: 1.1303, loss: 1.1303, grad_norm: 5.7283 2020-07-23 10:26:18,595 - mmaction - INFO - Epoch [96][340/940] lr: 1.000e-04, eta: 0:56:34, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8900, loss_cls: 1.1207, loss: 1.1207, grad_norm: 5.6685 2020-07-23 10:26:30,373 - mmaction - INFO - Epoch [96][360/940] lr: 1.000e-04, eta: 0:56:18, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8965, loss_cls: 1.0968, loss: 1.0968, grad_norm: 5.6329 2020-07-23 10:26:42,232 - mmaction - INFO - Epoch [96][380/940] lr: 1.000e-04, eta: 0:56:02, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.7461 2020-07-23 10:26:54,230 - mmaction - INFO - Epoch [96][400/940] lr: 1.000e-04, eta: 0:55:47, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8898, loss_cls: 1.1293, loss: 1.1293, grad_norm: 5.6676 2020-07-23 10:27:06,072 - mmaction - INFO - Epoch [96][420/940] lr: 1.000e-04, eta: 0:55:31, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8850, loss_cls: 1.1297, loss: 1.1297, grad_norm: 5.6390 2020-07-23 10:27:18,516 - mmaction - INFO - Epoch [96][440/940] lr: 1.000e-04, eta: 0:55:15, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8850, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.7139 2020-07-23 10:27:30,318 - mmaction - INFO - Epoch [96][460/940] lr: 1.000e-04, eta: 0:54:59, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8947, loss_cls: 1.1253, loss: 1.1253, grad_norm: 5.6760 2020-07-23 10:27:42,132 - mmaction - INFO - Epoch [96][480/940] lr: 1.000e-04, eta: 0:54:44, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8910, loss_cls: 1.1341, loss: 1.1341, grad_norm: 5.7039 2020-07-23 10:27:54,727 - mmaction - INFO - Epoch [96][500/940] lr: 1.000e-04, eta: 0:54:28, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8877, loss_cls: 1.1439, loss: 1.1439, grad_norm: 5.6825 2020-07-23 10:28:06,585 - mmaction - INFO - Epoch [96][520/940] lr: 1.000e-04, eta: 0:54:12, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8924, loss_cls: 1.1211, loss: 1.1211, grad_norm: 5.6657 2020-07-23 10:28:19,344 - mmaction - INFO - Epoch [96][540/940] lr: 1.000e-04, eta: 0:53:56, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8879, loss_cls: 1.1215, loss: 1.1215, grad_norm: 5.6454 2020-07-23 10:28:31,198 - mmaction - INFO - Epoch [96][560/940] lr: 1.000e-04, eta: 0:53:41, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.6963 2020-07-23 10:28:43,756 - mmaction - INFO - Epoch [96][580/940] lr: 1.000e-04, eta: 0:53:25, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8977, loss_cls: 1.0853, loss: 1.0853, grad_norm: 5.5961 2020-07-23 10:28:55,559 - mmaction - INFO - Epoch [96][600/940] lr: 1.000e-04, eta: 0:53:09, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8895, loss_cls: 1.1085, loss: 1.1085, grad_norm: 5.5862 2020-07-23 10:29:07,507 - mmaction - INFO - Epoch [96][620/940] lr: 1.000e-04, eta: 0:52:54, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.6700 2020-07-23 10:29:19,412 - mmaction - INFO - Epoch [96][640/940] lr: 1.000e-04, eta: 0:52:38, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8885, loss_cls: 1.1214, loss: 1.1214, grad_norm: 5.6305 2020-07-23 10:29:31,375 - mmaction - INFO - Epoch [96][660/940] lr: 1.000e-04, eta: 0:52:22, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8941, loss_cls: 1.0889, loss: 1.0889, grad_norm: 5.4872 2020-07-23 10:29:43,226 - mmaction - INFO - Epoch [96][680/940] lr: 1.000e-04, eta: 0:52:06, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8885, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.7056 2020-07-23 10:29:55,000 - mmaction - INFO - Epoch [96][700/940] lr: 1.000e-04, eta: 0:51:51, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.0981, loss: 1.0981, grad_norm: 5.5647 2020-07-23 10:30:06,796 - mmaction - INFO - Epoch [96][720/940] lr: 1.000e-04, eta: 0:51:35, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8910, loss_cls: 1.1163, loss: 1.1163, grad_norm: 5.6051 2020-07-23 10:30:19,141 - mmaction - INFO - Epoch [96][740/940] lr: 1.000e-04, eta: 0:51:19, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8916, loss_cls: 1.1066, loss: 1.1066, grad_norm: 5.5905 2020-07-23 10:30:31,008 - mmaction - INFO - Epoch [96][760/940] lr: 1.000e-04, eta: 0:51:04, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8926, loss_cls: 1.1074, loss: 1.1074, grad_norm: 5.5985 2020-07-23 10:30:43,495 - mmaction - INFO - Epoch [96][780/940] lr: 1.000e-04, eta: 0:50:48, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8898, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.5528 2020-07-23 10:30:55,835 - mmaction - INFO - Epoch [96][800/940] lr: 1.000e-04, eta: 0:50:32, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8855, loss_cls: 1.1413, loss: 1.1413, grad_norm: 5.6720 2020-07-23 10:31:07,616 - mmaction - INFO - Epoch [96][820/940] lr: 1.000e-04, eta: 0:50:16, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8900, loss_cls: 1.1215, loss: 1.1215, grad_norm: 5.6795 2020-07-23 10:31:20,038 - mmaction - INFO - Epoch [96][840/940] lr: 1.000e-04, eta: 0:50:01, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8932, loss_cls: 1.1201, loss: 1.1201, grad_norm: 5.6530 2020-07-23 10:31:31,832 - mmaction - INFO - Epoch [96][860/940] lr: 1.000e-04, eta: 0:49:45, time: 0.590, data_time: 0.004, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8807, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.7418 2020-07-23 10:31:43,630 - mmaction - INFO - Epoch [96][880/940] lr: 1.000e-04, eta: 0:49:29, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7242, top5_acc: 0.9004, loss_cls: 1.0974, loss: 1.0974, grad_norm: 5.6496 2020-07-23 10:31:55,529 - mmaction - INFO - Epoch [96][900/940] lr: 1.000e-04, eta: 0:49:14, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7334, top5_acc: 0.8949, loss_cls: 1.0861, loss: 1.0861, grad_norm: 5.5523 2020-07-23 10:32:07,448 - mmaction - INFO - Epoch [96][920/940] lr: 1.000e-04, eta: 0:48:58, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8943, loss_cls: 1.1085, loss: 1.1085, grad_norm: 5.6479 2020-07-23 10:32:19,308 - mmaction - INFO - Epoch [96][940/940] lr: 1.000e-04, eta: 0:48:42, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8923, loss_cls: 1.1309, loss: 1.1309, grad_norm: 5.8271 2020-07-23 10:36:56,862 - mmaction - INFO - Epoch [97][20/940] lr: 1.000e-04, eta: 0:48:37, time: 13.276, data_time: 12.604, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8967, loss_cls: 1.0897, loss: 1.0897, grad_norm: 5.5342 2020-07-23 10:37:08,686 - mmaction - INFO - Epoch [97][40/940] lr: 1.000e-04, eta: 0:48:21, time: 0.591, data_time: 0.004, memory: 8344, top1_acc: 0.7342, top5_acc: 0.8979, loss_cls: 1.0664, loss: 1.0664, grad_norm: 5.4164 2020-07-23 10:37:21,807 - mmaction - INFO - Epoch [97][60/940] lr: 1.000e-04, eta: 0:48:06, time: 0.656, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8857, loss_cls: 1.1123, loss: 1.1123, grad_norm: 5.6388 2020-07-23 10:37:33,549 - mmaction - INFO - Epoch [97][80/940] lr: 1.000e-04, eta: 0:47:50, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8975, loss_cls: 1.0945, loss: 1.0945, grad_norm: 5.6092 2020-07-23 10:37:46,021 - mmaction - INFO - Epoch [97][100/940] lr: 1.000e-04, eta: 0:47:34, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8895, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.5957 2020-07-23 10:37:58,621 - mmaction - INFO - Epoch [97][120/940] lr: 1.000e-04, eta: 0:47:18, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8938, loss_cls: 1.1236, loss: 1.1236, grad_norm: 5.6702 2020-07-23 10:38:10,508 - mmaction - INFO - Epoch [97][140/940] lr: 1.000e-04, eta: 0:47:03, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1223, loss: 1.1223, grad_norm: 5.6098 2020-07-23 10:38:22,697 - mmaction - INFO - Epoch [97][160/940] lr: 1.000e-04, eta: 0:46:47, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8914, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.7381 2020-07-23 10:38:34,470 - mmaction - INFO - Epoch [97][180/940] lr: 1.000e-04, eta: 0:46:31, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8891, loss_cls: 1.1381, loss: 1.1381, grad_norm: 5.7092 2020-07-23 10:38:46,909 - mmaction - INFO - Epoch [97][200/940] lr: 1.000e-04, eta: 0:46:15, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8957, loss_cls: 1.0806, loss: 1.0806, grad_norm: 5.6036 2020-07-23 10:38:58,844 - mmaction - INFO - Epoch [97][220/940] lr: 1.000e-04, eta: 0:46:00, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8869, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.7298 2020-07-23 10:39:11,254 - mmaction - INFO - Epoch [97][240/940] lr: 1.000e-04, eta: 0:45:44, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8895, loss_cls: 1.0964, loss: 1.0964, grad_norm: 5.5149 2020-07-23 10:39:23,165 - mmaction - INFO - Epoch [97][260/940] lr: 1.000e-04, eta: 0:45:28, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8928, loss_cls: 1.1114, loss: 1.1114, grad_norm: 5.6318 2020-07-23 10:39:34,907 - mmaction - INFO - Epoch [97][280/940] lr: 1.000e-04, eta: 0:45:13, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8867, loss_cls: 1.1359, loss: 1.1359, grad_norm: 5.6353 2020-07-23 10:39:47,212 - mmaction - INFO - Epoch [97][300/940] lr: 1.000e-04, eta: 0:44:57, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8879, loss_cls: 1.1442, loss: 1.1442, grad_norm: 5.6814 2020-07-23 10:39:59,777 - mmaction - INFO - Epoch [97][320/940] lr: 1.000e-04, eta: 0:44:41, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8914, loss_cls: 1.1109, loss: 1.1109, grad_norm: 5.5420 2020-07-23 10:40:11,775 - mmaction - INFO - Epoch [97][340/940] lr: 1.000e-04, eta: 0:44:25, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8873, loss_cls: 1.1342, loss: 1.1342, grad_norm: 5.7214 2020-07-23 10:40:24,227 - mmaction - INFO - Epoch [97][360/940] lr: 1.000e-04, eta: 0:44:10, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8967, loss_cls: 1.1273, loss: 1.1273, grad_norm: 5.7011 2020-07-23 10:40:36,024 - mmaction - INFO - Epoch [97][380/940] lr: 1.000e-04, eta: 0:43:54, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8885, loss_cls: 1.1445, loss: 1.1445, grad_norm: 5.8015 2020-07-23 10:40:48,630 - mmaction - INFO - Epoch [97][400/940] lr: 1.000e-04, eta: 0:43:38, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8945, loss_cls: 1.1244, loss: 1.1244, grad_norm: 5.7507 2020-07-23 10:41:00,483 - mmaction - INFO - Epoch [97][420/940] lr: 1.000e-04, eta: 0:43:23, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8961, loss_cls: 1.0989, loss: 1.0989, grad_norm: 5.6369 2020-07-23 10:41:12,348 - mmaction - INFO - Epoch [97][440/940] lr: 1.000e-04, eta: 0:43:07, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8951, loss_cls: 1.1008, loss: 1.1008, grad_norm: 5.6015 2020-07-23 10:41:24,267 - mmaction - INFO - Epoch [97][460/940] lr: 1.000e-04, eta: 0:42:51, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8900, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.6334 2020-07-23 10:41:36,045 - mmaction - INFO - Epoch [97][480/940] lr: 1.000e-04, eta: 0:42:35, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8818, loss_cls: 1.1384, loss: 1.1384, grad_norm: 5.7622 2020-07-23 10:41:47,936 - mmaction - INFO - Epoch [97][500/940] lr: 1.000e-04, eta: 0:42:20, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8904, loss_cls: 1.1146, loss: 1.1146, grad_norm: 5.6680 2020-07-23 10:41:59,784 - mmaction - INFO - Epoch [97][520/940] lr: 1.000e-04, eta: 0:42:04, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8943, loss_cls: 1.1288, loss: 1.1288, grad_norm: 5.6019 2020-07-23 10:42:12,227 - mmaction - INFO - Epoch [97][540/940] lr: 1.000e-04, eta: 0:41:48, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8910, loss_cls: 1.1169, loss: 1.1169, grad_norm: 5.6893 2020-07-23 10:42:24,118 - mmaction - INFO - Epoch [97][560/940] lr: 1.000e-04, eta: 0:41:33, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8949, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.5891 2020-07-23 10:42:36,736 - mmaction - INFO - Epoch [97][580/940] lr: 1.000e-04, eta: 0:41:17, time: 0.632, data_time: 0.010, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8828, loss_cls: 1.1694, loss: 1.1694, grad_norm: 5.7490 2020-07-23 10:42:48,742 - mmaction - INFO - Epoch [97][600/940] lr: 1.000e-04, eta: 0:41:01, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8900, loss_cls: 1.1231, loss: 1.1231, grad_norm: 5.5556 2020-07-23 10:43:01,129 - mmaction - INFO - Epoch [97][620/940] lr: 1.000e-04, eta: 0:40:45, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8912, loss_cls: 1.1268, loss: 1.1268, grad_norm: 5.7218 2020-07-23 10:43:13,003 - mmaction - INFO - Epoch [97][640/940] lr: 1.000e-04, eta: 0:40:30, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1075, loss: 1.1075, grad_norm: 5.5767 2020-07-23 10:43:25,395 - mmaction - INFO - Epoch [97][660/940] lr: 1.000e-04, eta: 0:40:14, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8932, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.6935 2020-07-23 10:43:37,328 - mmaction - INFO - Epoch [97][680/940] lr: 1.000e-04, eta: 0:39:58, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8920, loss_cls: 1.1080, loss: 1.1080, grad_norm: 5.6905 2020-07-23 10:43:49,183 - mmaction - INFO - Epoch [97][700/940] lr: 1.000e-04, eta: 0:39:43, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.9035, loss_cls: 1.0504, loss: 1.0504, grad_norm: 5.4376 2020-07-23 10:44:01,009 - mmaction - INFO - Epoch [97][720/940] lr: 1.000e-04, eta: 0:39:27, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8887, loss_cls: 1.1101, loss: 1.1101, grad_norm: 5.5918 2020-07-23 10:44:12,810 - mmaction - INFO - Epoch [97][740/940] lr: 1.000e-04, eta: 0:39:11, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8889, loss_cls: 1.1227, loss: 1.1227, grad_norm: 5.5801 2020-07-23 10:44:24,782 - mmaction - INFO - Epoch [97][760/940] lr: 1.000e-04, eta: 0:38:56, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8908, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.5683 2020-07-23 10:44:36,557 - mmaction - INFO - Epoch [97][780/940] lr: 1.000e-04, eta: 0:38:40, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8982, loss_cls: 1.0815, loss: 1.0815, grad_norm: 5.5993 2020-07-23 10:44:48,426 - mmaction - INFO - Epoch [97][800/940] lr: 1.000e-04, eta: 0:38:24, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8926, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.6778 2020-07-23 10:45:00,438 - mmaction - INFO - Epoch [97][820/940] lr: 1.000e-04, eta: 0:38:08, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8941, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.6182 2020-07-23 10:45:12,816 - mmaction - INFO - Epoch [97][840/940] lr: 1.000e-04, eta: 0:37:53, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8891, loss_cls: 1.1294, loss: 1.1294, grad_norm: 5.7015 2020-07-23 10:45:24,839 - mmaction - INFO - Epoch [97][860/940] lr: 1.000e-04, eta: 0:37:37, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8916, loss_cls: 1.0972, loss: 1.0972, grad_norm: 5.5491 2020-07-23 10:45:36,750 - mmaction - INFO - Epoch [97][880/940] lr: 1.000e-04, eta: 0:37:21, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8928, loss_cls: 1.1135, loss: 1.1135, grad_norm: 5.5700 2020-07-23 10:45:48,586 - mmaction - INFO - Epoch [97][900/940] lr: 1.000e-04, eta: 0:37:06, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8918, loss_cls: 1.1112, loss: 1.1112, grad_norm: 5.5699 2020-07-23 10:46:01,554 - mmaction - INFO - Epoch [97][920/940] lr: 1.000e-04, eta: 0:36:50, time: 0.649, data_time: 0.001, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8863, loss_cls: 1.1511, loss: 1.1511, grad_norm: 5.6903 2020-07-23 10:46:12,761 - mmaction - INFO - Epoch [97][940/940] lr: 1.000e-04, eta: 0:36:34, time: 0.560, data_time: 0.003, memory: 8344, top1_acc: 0.7114, top5_acc: 0.8807, loss_cls: 1.1722, loss: 1.1722, grad_norm: 5.8371 2020-07-23 10:48:23,136 - mmaction - INFO - Epoch [98][20/940] lr: 1.000e-04, eta: 0:36:22, time: 6.236, data_time: 5.615, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8971, loss_cls: 1.1020, loss: 1.1020, grad_norm: 5.5982 2020-07-23 10:48:35,618 - mmaction - INFO - Epoch [98][40/940] lr: 1.000e-04, eta: 0:36:06, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1165, loss: 1.1165, grad_norm: 5.6077 2020-07-23 10:48:48,163 - mmaction - INFO - Epoch [98][60/940] lr: 1.000e-04, eta: 0:35:51, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.0868, loss: 1.0868, grad_norm: 5.5956 2020-07-23 10:48:59,912 - mmaction - INFO - Epoch [98][80/940] lr: 1.000e-04, eta: 0:35:35, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8932, loss_cls: 1.1052, loss: 1.1052, grad_norm: 5.6069 2020-07-23 10:49:11,773 - mmaction - INFO - Epoch [98][100/940] lr: 1.000e-04, eta: 0:35:19, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7227, top5_acc: 0.9014, loss_cls: 1.0780, loss: 1.0780, grad_norm: 5.6311 2020-07-23 10:49:23,596 - mmaction - INFO - Epoch [98][120/940] lr: 1.000e-04, eta: 0:35:04, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8871, loss_cls: 1.1220, loss: 1.1220, grad_norm: 5.5708 2020-07-23 10:49:36,066 - mmaction - INFO - Epoch [98][140/940] lr: 1.000e-04, eta: 0:34:48, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8904, loss_cls: 1.1021, loss: 1.1021, grad_norm: 5.5419 2020-07-23 10:49:47,902 - mmaction - INFO - Epoch [98][160/940] lr: 1.000e-04, eta: 0:34:32, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8893, loss_cls: 1.0958, loss: 1.0958, grad_norm: 5.5540 2020-07-23 10:49:59,743 - mmaction - INFO - Epoch [98][180/940] lr: 1.000e-04, eta: 0:34:17, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8975, loss_cls: 1.0926, loss: 1.0926, grad_norm: 5.4588 2020-07-23 10:50:12,405 - mmaction - INFO - Epoch [98][200/940] lr: 1.000e-04, eta: 0:34:01, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8877, loss_cls: 1.1413, loss: 1.1413, grad_norm: 5.6838 2020-07-23 10:50:24,327 - mmaction - INFO - Epoch [98][220/940] lr: 1.000e-04, eta: 0:33:45, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8914, loss_cls: 1.1231, loss: 1.1231, grad_norm: 5.6239 2020-07-23 10:50:36,284 - mmaction - INFO - Epoch [98][240/940] lr: 1.000e-04, eta: 0:33:30, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8881, loss_cls: 1.1370, loss: 1.1370, grad_norm: 5.6839 2020-07-23 10:50:48,055 - mmaction - INFO - Epoch [98][260/940] lr: 1.000e-04, eta: 0:33:14, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8922, loss_cls: 1.1347, loss: 1.1347, grad_norm: 5.7378 2020-07-23 10:51:00,413 - mmaction - INFO - Epoch [98][280/940] lr: 1.000e-04, eta: 0:32:58, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8887, loss_cls: 1.1181, loss: 1.1181, grad_norm: 5.5649 2020-07-23 10:51:12,204 - mmaction - INFO - Epoch [98][300/940] lr: 1.000e-04, eta: 0:32:43, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8957, loss_cls: 1.0785, loss: 1.0785, grad_norm: 5.4884 2020-07-23 10:51:24,270 - mmaction - INFO - Epoch [98][320/940] lr: 1.000e-04, eta: 0:32:27, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8883, loss_cls: 1.1576, loss: 1.1576, grad_norm: 5.7233 2020-07-23 10:51:36,566 - mmaction - INFO - Epoch [98][340/940] lr: 1.000e-04, eta: 0:32:11, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8949, loss_cls: 1.0885, loss: 1.0885, grad_norm: 5.6633 2020-07-23 10:51:49,121 - mmaction - INFO - Epoch [98][360/940] lr: 1.000e-04, eta: 0:31:56, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8906, loss_cls: 1.1504, loss: 1.1504, grad_norm: 5.7637 2020-07-23 10:52:01,156 - mmaction - INFO - Epoch [98][380/940] lr: 1.000e-04, eta: 0:31:40, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8953, loss_cls: 1.1071, loss: 1.1071, grad_norm: 5.6080 2020-07-23 10:52:13,524 - mmaction - INFO - Epoch [98][400/940] lr: 1.000e-04, eta: 0:31:24, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8916, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.6279 2020-07-23 10:52:25,849 - mmaction - INFO - Epoch [98][420/940] lr: 1.000e-04, eta: 0:31:09, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8848, loss_cls: 1.1558, loss: 1.1558, grad_norm: 5.6593 2020-07-23 10:52:37,828 - mmaction - INFO - Epoch [98][440/940] lr: 1.000e-04, eta: 0:30:53, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8955, loss_cls: 1.1087, loss: 1.1087, grad_norm: 5.6305 2020-07-23 10:52:50,182 - mmaction - INFO - Epoch [98][460/940] lr: 1.000e-04, eta: 0:30:37, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8904, loss_cls: 1.1103, loss: 1.1103, grad_norm: 5.6167 2020-07-23 10:53:01,966 - mmaction - INFO - Epoch [98][480/940] lr: 1.000e-04, eta: 0:30:22, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8932, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.5981 2020-07-23 10:53:13,820 - mmaction - INFO - Epoch [98][500/940] lr: 1.000e-04, eta: 0:30:06, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1129, loss: 1.1129, grad_norm: 5.5900 2020-07-23 10:53:26,160 - mmaction - INFO - Epoch [98][520/940] lr: 1.000e-04, eta: 0:29:50, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8990, loss_cls: 1.0840, loss: 1.0840, grad_norm: 5.4632 2020-07-23 10:53:38,637 - mmaction - INFO - Epoch [98][540/940] lr: 1.000e-04, eta: 0:29:35, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8924, loss_cls: 1.1207, loss: 1.1207, grad_norm: 5.6504 2020-07-23 10:53:50,543 - mmaction - INFO - Epoch [98][560/940] lr: 1.000e-04, eta: 0:29:19, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8893, loss_cls: 1.0945, loss: 1.0945, grad_norm: 5.5656 2020-07-23 10:54:02,375 - mmaction - INFO - Epoch [98][580/940] lr: 1.000e-04, eta: 0:29:03, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8924, loss_cls: 1.1269, loss: 1.1269, grad_norm: 5.6169 2020-07-23 10:54:14,758 - mmaction - INFO - Epoch [98][600/940] lr: 1.000e-04, eta: 0:28:48, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8887, loss_cls: 1.1250, loss: 1.1250, grad_norm: 5.6868 2020-07-23 10:54:27,287 - mmaction - INFO - Epoch [98][620/940] lr: 1.000e-04, eta: 0:28:32, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1177, loss: 1.1177, grad_norm: 5.6107 2020-07-23 10:54:39,111 - mmaction - INFO - Epoch [98][640/940] lr: 1.000e-04, eta: 0:28:16, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8887, loss_cls: 1.1190, loss: 1.1190, grad_norm: 5.6628 2020-07-23 10:54:51,466 - mmaction - INFO - Epoch [98][660/940] lr: 1.000e-04, eta: 0:28:01, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8939, loss_cls: 1.1107, loss: 1.1107, grad_norm: 5.6684 2020-07-23 10:55:03,847 - mmaction - INFO - Epoch [98][680/940] lr: 1.000e-04, eta: 0:27:45, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8883, loss_cls: 1.1207, loss: 1.1207, grad_norm: 5.6760 2020-07-23 10:55:15,817 - mmaction - INFO - Epoch [98][700/940] lr: 1.000e-04, eta: 0:27:29, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8887, loss_cls: 1.1163, loss: 1.1163, grad_norm: 5.7692 2020-07-23 10:55:28,140 - mmaction - INFO - Epoch [98][720/940] lr: 1.000e-04, eta: 0:27:14, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8900, loss_cls: 1.1228, loss: 1.1228, grad_norm: 5.7055 2020-07-23 10:55:40,042 - mmaction - INFO - Epoch [98][740/940] lr: 1.000e-04, eta: 0:26:58, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8865, loss_cls: 1.1538, loss: 1.1538, grad_norm: 5.7253 2020-07-23 10:55:51,965 - mmaction - INFO - Epoch [98][760/940] lr: 1.000e-04, eta: 0:26:42, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8920, loss_cls: 1.1068, loss: 1.1068, grad_norm: 5.6468 2020-07-23 10:56:03,807 - mmaction - INFO - Epoch [98][780/940] lr: 1.000e-04, eta: 0:26:27, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8939, loss_cls: 1.1256, loss: 1.1256, grad_norm: 5.6697 2020-07-23 10:56:15,601 - mmaction - INFO - Epoch [98][800/940] lr: 1.000e-04, eta: 0:26:11, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8883, loss_cls: 1.1125, loss: 1.1125, grad_norm: 5.5911 2020-07-23 10:56:27,454 - mmaction - INFO - Epoch [98][820/940] lr: 1.000e-04, eta: 0:25:56, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7338, top5_acc: 0.8951, loss_cls: 1.0910, loss: 1.0910, grad_norm: 5.6196 2020-07-23 10:56:39,255 - mmaction - INFO - Epoch [98][840/940] lr: 1.000e-04, eta: 0:25:40, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8865, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.7231 2020-07-23 10:56:51,226 - mmaction - INFO - Epoch [98][860/940] lr: 1.000e-04, eta: 0:25:24, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8982, loss_cls: 1.1005, loss: 1.1005, grad_norm: 5.5859 2020-07-23 10:57:03,139 - mmaction - INFO - Epoch [98][880/940] lr: 1.000e-04, eta: 0:25:09, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7338, top5_acc: 0.8988, loss_cls: 1.0770, loss: 1.0770, grad_norm: 5.5799 2020-07-23 10:57:15,591 - mmaction - INFO - Epoch [98][900/940] lr: 1.000e-04, eta: 0:24:53, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8922, loss_cls: 1.1105, loss: 1.1105, grad_norm: 5.6164 2020-07-23 10:57:27,430 - mmaction - INFO - Epoch [98][920/940] lr: 1.000e-04, eta: 0:24:37, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8949, loss_cls: 1.0982, loss: 1.0982, grad_norm: 5.5815 2020-07-23 10:57:38,725 - mmaction - INFO - Epoch [98][940/940] lr: 1.000e-04, eta: 0:24:22, time: 0.564, data_time: 0.001, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8913, loss_cls: 1.1455, loss: 1.1455, grad_norm: 5.7699 2020-07-23 11:00:42,462 - mmaction - INFO - Epoch [99][20/940] lr: 1.000e-04, eta: 0:24:09, time: 8.985, data_time: 8.263, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8873, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.6452 2020-07-23 11:00:54,148 - mmaction - INFO - Epoch [99][40/940] lr: 1.000e-04, eta: 0:23:54, time: 0.586, data_time: 0.004, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8854, loss_cls: 1.1382, loss: 1.1382, grad_norm: 5.7355 2020-07-23 11:01:06,648 - mmaction - INFO - Epoch [99][60/940] lr: 1.000e-04, eta: 0:23:38, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1255, loss: 1.1255, grad_norm: 5.6731 2020-07-23 11:01:18,445 - mmaction - INFO - Epoch [99][80/940] lr: 1.000e-04, eta: 0:23:22, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8984, loss_cls: 1.0865, loss: 1.0865, grad_norm: 5.6500 2020-07-23 11:01:30,819 - mmaction - INFO - Epoch [99][100/940] lr: 1.000e-04, eta: 0:23:07, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8979, loss_cls: 1.0762, loss: 1.0762, grad_norm: 5.5786 2020-07-23 11:01:42,599 - mmaction - INFO - Epoch [99][120/940] lr: 1.000e-04, eta: 0:22:51, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8912, loss_cls: 1.1085, loss: 1.1085, grad_norm: 5.6089 2020-07-23 11:01:54,908 - mmaction - INFO - Epoch [99][140/940] lr: 1.000e-04, eta: 0:22:36, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8949, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.6408 2020-07-23 11:02:06,800 - mmaction - INFO - Epoch [99][160/940] lr: 1.000e-04, eta: 0:22:20, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8924, loss_cls: 1.0972, loss: 1.0972, grad_norm: 5.5835 2020-07-23 11:02:19,155 - mmaction - INFO - Epoch [99][180/940] lr: 1.000e-04, eta: 0:22:04, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8928, loss_cls: 1.0909, loss: 1.0909, grad_norm: 5.4839 2020-07-23 11:02:31,000 - mmaction - INFO - Epoch [99][200/940] lr: 1.000e-04, eta: 0:21:49, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8918, loss_cls: 1.1324, loss: 1.1324, grad_norm: 5.6871 2020-07-23 11:02:43,584 - mmaction - INFO - Epoch [99][220/940] lr: 1.000e-04, eta: 0:21:33, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0681, loss: 1.0681, grad_norm: 5.5504 2020-07-23 11:02:55,856 - mmaction - INFO - Epoch [99][240/940] lr: 1.000e-04, eta: 0:21:17, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8904, loss_cls: 1.1406, loss: 1.1406, grad_norm: 5.7497 2020-07-23 11:03:07,706 - mmaction - INFO - Epoch [99][260/940] lr: 1.000e-04, eta: 0:21:02, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8900, loss_cls: 1.1228, loss: 1.1228, grad_norm: 5.5869 2020-07-23 11:03:20,306 - mmaction - INFO - Epoch [99][280/940] lr: 1.000e-04, eta: 0:20:46, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8912, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.6500 2020-07-23 11:03:32,238 - mmaction - INFO - Epoch [99][300/940] lr: 1.000e-04, eta: 0:20:30, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8977, loss_cls: 1.0732, loss: 1.0732, grad_norm: 5.5447 2020-07-23 11:03:44,742 - mmaction - INFO - Epoch [99][320/940] lr: 1.000e-04, eta: 0:20:15, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1335, loss: 1.1335, grad_norm: 5.7348 2020-07-23 11:03:56,787 - mmaction - INFO - Epoch [99][340/940] lr: 1.000e-04, eta: 0:19:59, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8891, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.7201 2020-07-23 11:04:08,680 - mmaction - INFO - Epoch [99][360/940] lr: 1.000e-04, eta: 0:19:43, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8885, loss_cls: 1.1241, loss: 1.1241, grad_norm: 5.6442 2020-07-23 11:04:21,304 - mmaction - INFO - Epoch [99][380/940] lr: 1.000e-04, eta: 0:19:28, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8941, loss_cls: 1.0979, loss: 1.0979, grad_norm: 5.6152 2020-07-23 11:04:33,272 - mmaction - INFO - Epoch [99][400/940] lr: 1.000e-04, eta: 0:19:12, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8922, loss_cls: 1.1114, loss: 1.1114, grad_norm: 5.6183 2020-07-23 11:04:45,061 - mmaction - INFO - Epoch [99][420/940] lr: 1.000e-04, eta: 0:18:57, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8932, loss_cls: 1.0926, loss: 1.0926, grad_norm: 5.5331 2020-07-23 11:04:56,984 - mmaction - INFO - Epoch [99][440/940] lr: 1.000e-04, eta: 0:18:41, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8959, loss_cls: 1.0942, loss: 1.0942, grad_norm: 5.5481 2020-07-23 11:05:08,921 - mmaction - INFO - Epoch [99][460/940] lr: 1.000e-04, eta: 0:18:25, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8947, loss_cls: 1.0818, loss: 1.0818, grad_norm: 5.5689 2020-07-23 11:05:20,707 - mmaction - INFO - Epoch [99][480/940] lr: 1.000e-04, eta: 0:18:10, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.0903, loss: 1.0903, grad_norm: 5.6046 2020-07-23 11:05:33,197 - mmaction - INFO - Epoch [99][500/940] lr: 1.000e-04, eta: 0:17:54, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8930, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.6655 2020-07-23 11:05:45,566 - mmaction - INFO - Epoch [99][520/940] lr: 1.000e-04, eta: 0:17:38, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7361, top5_acc: 0.8971, loss_cls: 1.0779, loss: 1.0779, grad_norm: 5.5399 2020-07-23 11:05:57,463 - mmaction - INFO - Epoch [99][540/940] lr: 1.000e-04, eta: 0:17:23, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8883, loss_cls: 1.1531, loss: 1.1531, grad_norm: 5.7074 2020-07-23 11:06:10,510 - mmaction - INFO - Epoch [99][560/940] lr: 1.000e-04, eta: 0:17:07, time: 0.653, data_time: 0.002, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8891, loss_cls: 1.1361, loss: 1.1361, grad_norm: 5.7226 2020-07-23 11:06:22,292 - mmaction - INFO - Epoch [99][580/940] lr: 1.000e-04, eta: 0:16:52, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8834, loss_cls: 1.1270, loss: 1.1270, grad_norm: 5.5756 2020-07-23 11:06:34,202 - mmaction - INFO - Epoch [99][600/940] lr: 1.000e-04, eta: 0:16:36, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8920, loss_cls: 1.1372, loss: 1.1372, grad_norm: 5.7751 2020-07-23 11:06:47,209 - mmaction - INFO - Epoch [99][620/940] lr: 1.000e-04, eta: 0:16:20, time: 0.650, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8934, loss_cls: 1.1029, loss: 1.1029, grad_norm: 5.6066 2020-07-23 11:06:59,155 - mmaction - INFO - Epoch [99][640/940] lr: 1.000e-04, eta: 0:16:05, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8910, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.6407 2020-07-23 11:07:10,907 - mmaction - INFO - Epoch [99][660/940] lr: 1.000e-04, eta: 0:15:49, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8924, loss_cls: 1.1414, loss: 1.1414, grad_norm: 5.6628 2020-07-23 11:07:22,817 - mmaction - INFO - Epoch [99][680/940] lr: 1.000e-04, eta: 0:15:33, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8934, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.6163 2020-07-23 11:07:35,487 - mmaction - INFO - Epoch [99][700/940] lr: 1.000e-04, eta: 0:15:18, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8939, loss_cls: 1.1039, loss: 1.1039, grad_norm: 5.5847 2020-07-23 11:07:47,267 - mmaction - INFO - Epoch [99][720/940] lr: 1.000e-04, eta: 0:15:02, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8877, loss_cls: 1.1096, loss: 1.1096, grad_norm: 5.5920 2020-07-23 11:07:59,156 - mmaction - INFO - Epoch [99][740/940] lr: 1.000e-04, eta: 0:14:47, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8822, loss_cls: 1.1716, loss: 1.1716, grad_norm: 5.6787 2020-07-23 11:08:11,106 - mmaction - INFO - Epoch [99][760/940] lr: 1.000e-04, eta: 0:14:31, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8879, loss_cls: 1.1571, loss: 1.1571, grad_norm: 5.6966 2020-07-23 11:08:23,233 - mmaction - INFO - Epoch [99][780/940] lr: 1.000e-04, eta: 0:14:15, time: 0.606, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8918, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.7206 2020-07-23 11:08:35,012 - mmaction - INFO - Epoch [99][800/940] lr: 1.000e-04, eta: 0:14:00, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7354, top5_acc: 0.8914, loss_cls: 1.0862, loss: 1.0862, grad_norm: 5.5341 2020-07-23 11:08:47,628 - mmaction - INFO - Epoch [99][820/940] lr: 1.000e-04, eta: 0:13:44, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8836, loss_cls: 1.1578, loss: 1.1578, grad_norm: 5.7178 2020-07-23 11:08:59,551 - mmaction - INFO - Epoch [99][840/940] lr: 1.000e-04, eta: 0:13:29, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8977, loss_cls: 1.0711, loss: 1.0711, grad_norm: 5.5838 2020-07-23 11:09:11,873 - mmaction - INFO - Epoch [99][860/940] lr: 1.000e-04, eta: 0:13:13, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8840, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.6493 2020-07-23 11:09:23,761 - mmaction - INFO - Epoch [99][880/940] lr: 1.000e-04, eta: 0:12:57, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8875, loss_cls: 1.1277, loss: 1.1277, grad_norm: 5.6538 2020-07-23 11:09:35,586 - mmaction - INFO - Epoch [99][900/940] lr: 1.000e-04, eta: 0:12:42, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8877, loss_cls: 1.1209, loss: 1.1209, grad_norm: 5.6393 2020-07-23 11:09:47,417 - mmaction - INFO - Epoch [99][920/940] lr: 1.000e-04, eta: 0:12:26, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.6264 2020-07-23 11:09:58,567 - mmaction - INFO - Epoch [99][940/940] lr: 1.000e-04, eta: 0:12:11, time: 0.558, data_time: 0.002, memory: 8344, top1_acc: 0.7159, top5_acc: 0.8882, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.7557 2020-07-23 11:12:31,185 - mmaction - INFO - Epoch [100][20/940] lr: 1.000e-04, eta: 0:11:56, time: 7.281, data_time: 6.613, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8936, loss_cls: 1.1076, loss: 1.1076, grad_norm: 5.6052 2020-07-23 11:12:42,904 - mmaction - INFO - Epoch [100][40/940] lr: 1.000e-04, eta: 0:11:41, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8936, loss_cls: 1.0920, loss: 1.0920, grad_norm: 5.6315 2020-07-23 11:12:54,668 - mmaction - INFO - Epoch [100][60/940] lr: 1.000e-04, eta: 0:11:25, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8934, loss_cls: 1.0960, loss: 1.0960, grad_norm: 5.5856 2020-07-23 11:13:06,442 - mmaction - INFO - Epoch [100][80/940] lr: 1.000e-04, eta: 0:11:10, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8820, loss_cls: 1.1389, loss: 1.1389, grad_norm: 5.6798 2020-07-23 11:13:18,791 - mmaction - INFO - Epoch [100][100/940] lr: 1.000e-04, eta: 0:10:54, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1031, loss: 1.1031, grad_norm: 5.5851 2020-07-23 11:13:30,579 - mmaction - INFO - Epoch [100][120/940] lr: 1.000e-04, eta: 0:10:38, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8918, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.6688 2020-07-23 11:13:42,291 - mmaction - INFO - Epoch [100][140/940] lr: 1.000e-04, eta: 0:10:23, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8943, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.6591 2020-07-23 11:13:54,200 - mmaction - INFO - Epoch [100][160/940] lr: 1.000e-04, eta: 0:10:07, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8910, loss_cls: 1.1190, loss: 1.1190, grad_norm: 5.5826 2020-07-23 11:14:06,209 - mmaction - INFO - Epoch [100][180/940] lr: 1.000e-04, eta: 0:09:51, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.0906, loss: 1.0906, grad_norm: 5.6338 2020-07-23 11:14:18,138 - mmaction - INFO - Epoch [100][200/940] lr: 1.000e-04, eta: 0:09:36, time: 0.597, data_time: 0.005, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8824, loss_cls: 1.1493, loss: 1.1493, grad_norm: 5.8229 2020-07-23 11:14:29,942 - mmaction - INFO - Epoch [100][220/940] lr: 1.000e-04, eta: 0:09:20, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8830, loss_cls: 1.1225, loss: 1.1225, grad_norm: 5.5541 2020-07-23 11:14:41,774 - mmaction - INFO - Epoch [100][240/940] lr: 1.000e-04, eta: 0:09:05, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8893, loss_cls: 1.1409, loss: 1.1409, grad_norm: 5.7368 2020-07-23 11:14:53,622 - mmaction - INFO - Epoch [100][260/940] lr: 1.000e-04, eta: 0:08:49, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.6970 2020-07-23 11:15:05,483 - mmaction - INFO - Epoch [100][280/940] lr: 1.000e-04, eta: 0:08:33, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8967, loss_cls: 1.0822, loss: 1.0822, grad_norm: 5.5472 2020-07-23 11:15:17,360 - mmaction - INFO - Epoch [100][300/940] lr: 1.000e-04, eta: 0:08:18, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8875, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.5668 2020-07-23 11:15:29,290 - mmaction - INFO - Epoch [100][320/940] lr: 1.000e-04, eta: 0:08:02, time: 0.597, data_time: 0.010, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8926, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.6364 2020-07-23 11:15:41,163 - mmaction - INFO - Epoch [100][340/940] lr: 1.000e-04, eta: 0:07:47, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8881, loss_cls: 1.1281, loss: 1.1281, grad_norm: 5.6433 2020-07-23 11:15:53,147 - mmaction - INFO - Epoch [100][360/940] lr: 1.000e-04, eta: 0:07:31, time: 0.599, data_time: 0.005, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8854, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.6511 2020-07-23 11:16:05,735 - mmaction - INFO - Epoch [100][380/940] lr: 1.000e-04, eta: 0:07:15, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8938, loss_cls: 1.1159, loss: 1.1159, grad_norm: 5.6798 2020-07-23 11:16:17,498 - mmaction - INFO - Epoch [100][400/940] lr: 1.000e-04, eta: 0:07:00, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8959, loss_cls: 1.1022, loss: 1.1022, grad_norm: 5.6947 2020-07-23 11:16:29,530 - mmaction - INFO - Epoch [100][420/940] lr: 1.000e-04, eta: 0:06:44, time: 0.601, data_time: 0.001, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8891, loss_cls: 1.1216, loss: 1.1216, grad_norm: 5.6925 2020-07-23 11:16:41,421 - mmaction - INFO - Epoch [100][440/940] lr: 1.000e-04, eta: 0:06:29, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8867, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.7339 2020-07-23 11:16:53,844 - mmaction - INFO - Epoch [100][460/940] lr: 1.000e-04, eta: 0:06:13, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1432, loss: 1.1432, grad_norm: 5.7276 2020-07-23 11:17:05,788 - mmaction - INFO - Epoch [100][480/940] lr: 1.000e-04, eta: 0:05:58, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8957, loss_cls: 1.1064, loss: 1.1064, grad_norm: 5.7124 2020-07-23 11:17:17,571 - mmaction - INFO - Epoch [100][500/940] lr: 1.000e-04, eta: 0:05:42, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8910, loss_cls: 1.1145, loss: 1.1145, grad_norm: 5.5732 2020-07-23 11:17:29,363 - mmaction - INFO - Epoch [100][520/940] lr: 1.000e-04, eta: 0:05:26, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8848, loss_cls: 1.1364, loss: 1.1364, grad_norm: 5.7630 2020-07-23 11:17:43,335 - mmaction - INFO - Epoch [100][540/940] lr: 1.000e-04, eta: 0:05:11, time: 0.699, data_time: 0.002, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8967, loss_cls: 1.0849, loss: 1.0849, grad_norm: 5.6152 2020-07-23 11:17:55,888 - mmaction - INFO - Epoch [100][560/940] lr: 1.000e-04, eta: 0:04:55, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8916, loss_cls: 1.1012, loss: 1.1012, grad_norm: 5.5143 2020-07-23 11:18:08,274 - mmaction - INFO - Epoch [100][580/940] lr: 1.000e-04, eta: 0:04:40, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8957, loss_cls: 1.1151, loss: 1.1151, grad_norm: 5.6327 2020-07-23 11:18:19,980 - mmaction - INFO - Epoch [100][600/940] lr: 1.000e-04, eta: 0:04:24, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8889, loss_cls: 1.1397, loss: 1.1397, grad_norm: 5.6792 2020-07-23 11:18:31,710 - mmaction - INFO - Epoch [100][620/940] lr: 1.000e-04, eta: 0:04:08, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8873, loss_cls: 1.1315, loss: 1.1315, grad_norm: 5.6099 2020-07-23 11:18:43,570 - mmaction - INFO - Epoch [100][640/940] lr: 1.000e-04, eta: 0:03:53, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8965, loss_cls: 1.1275, loss: 1.1275, grad_norm: 5.7046 2020-07-23 11:18:55,486 - mmaction - INFO - Epoch [100][660/940] lr: 1.000e-04, eta: 0:03:37, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8912, loss_cls: 1.1005, loss: 1.1005, grad_norm: 5.5241 2020-07-23 11:19:07,393 - mmaction - INFO - Epoch [100][680/940] lr: 1.000e-04, eta: 0:03:22, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8857, loss_cls: 1.1550, loss: 1.1550, grad_norm: 5.7020 2020-07-23 11:19:19,454 - mmaction - INFO - Epoch [100][700/940] lr: 1.000e-04, eta: 0:03:06, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1384, loss: 1.1384, grad_norm: 5.7121 2020-07-23 11:19:31,890 - mmaction - INFO - Epoch [100][720/940] lr: 1.000e-04, eta: 0:02:51, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8895, loss_cls: 1.1634, loss: 1.1634, grad_norm: 5.7552 2020-07-23 11:19:43,830 - mmaction - INFO - Epoch [100][740/940] lr: 1.000e-04, eta: 0:02:35, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8922, loss_cls: 1.1095, loss: 1.1095, grad_norm: 5.6639 2020-07-23 11:19:55,638 - mmaction - INFO - Epoch [100][760/940] lr: 1.000e-04, eta: 0:02:20, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8916, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.6666 2020-07-23 11:20:07,936 - mmaction - INFO - Epoch [100][780/940] lr: 1.000e-04, eta: 0:02:04, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8920, loss_cls: 1.1180, loss: 1.1180, grad_norm: 5.6503 2020-07-23 11:20:20,088 - mmaction - INFO - Epoch [100][800/940] lr: 1.000e-04, eta: 0:01:48, time: 0.607, data_time: 0.020, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8918, loss_cls: 1.1299, loss: 1.1299, grad_norm: 5.7158 2020-07-23 11:20:31,799 - mmaction - INFO - Epoch [100][820/940] lr: 1.000e-04, eta: 0:01:33, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8912, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.7425 2020-07-23 11:20:43,546 - mmaction - INFO - Epoch [100][840/940] lr: 1.000e-04, eta: 0:01:17, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8832, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.6895 2020-07-23 11:20:56,105 - mmaction - INFO - Epoch [100][860/940] lr: 1.000e-04, eta: 0:01:02, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8967, loss_cls: 1.0842, loss: 1.0842, grad_norm: 5.6512 2020-07-23 11:21:08,409 - mmaction - INFO - Epoch [100][880/940] lr: 1.000e-04, eta: 0:00:46, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1368, loss: 1.1368, grad_norm: 5.7837 2020-07-23 11:21:20,226 - mmaction - INFO - Epoch [100][900/940] lr: 1.000e-04, eta: 0:00:31, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8973, loss_cls: 1.1072, loss: 1.1072, grad_norm: 5.7282 2020-07-23 11:21:32,613 - mmaction - INFO - Epoch [100][920/940] lr: 1.000e-04, eta: 0:00:15, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8865, loss_cls: 1.1392, loss: 1.1392, grad_norm: 5.6764 2020-07-23 11:21:43,777 - mmaction - INFO - Epoch [100][940/940] lr: 1.000e-04, eta: 0:00:00, time: 0.558, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8951, loss_cls: 1.0932, loss: 1.0932, grad_norm: 5.6512 2020-07-23 11:21:48,405 - mmaction - INFO - Saving checkpoint at 100 epochs