2020-07-24 11:36:02,872 - 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 ------------------------------------------------------------ 2020-07-24 11:36:02,872 - mmaction - INFO - Distributed training: True 2020-07-24 11:36:02,872 - mmaction - INFO - Config: /mnt/lustre/duanhaodong/mmaction2/configs/benchmark/tsn_fix_resize.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/zhaoyue/Kinetics_extracted' data_root_val = '/mnt/lustre/DATAshare2/zhaoyue/Kinetics_extracted_val' ann_file_train = 'data/kinetics400/kinetics_train_list.txt' ann_file_val = 'data/kinetics400/kinetics_val_list.txt' ann_file_test = 'data/kinetics400/kinetics_val_list.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='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=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_fix_resize' load_from = None resume_from = None workflow = [('train', 5)] 2020-07-24 11:36:05,826 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-07-24 11:36:19,997 - mmaction - INFO - Start running, host: duanhaodong@SH-IDC1-10-5-36-207, work_dir: /mnt/lustre/duanhaodong/mmaction2/work_dirs/tsn_fix_resize 2020-07-24 11:36:19,997 - mmaction - INFO - workflow: [('train', 5)], max: 100 epochs 2020-07-24 11:39:08,258 - mmaction - INFO - Epoch [1][20/940] lr: 1.000e-02, eta: 9 days, 3:29:36, time: 8.408, data_time: 7.066, memory: 8344, top1_acc: 0.0084, top5_acc: 0.0344, loss_cls: 5.9494, loss: 5.9494, grad_norm: 2.3043 2020-07-24 11:39:20,105 - mmaction - INFO - Epoch [1][40/940] lr: 1.000e-02, eta: 4 days, 21:30:26, time: 0.596, data_time: 0.007, memory: 8344, top1_acc: 0.0375, top5_acc: 0.0979, loss_cls: 5.7132, loss: 5.7132, grad_norm: 2.3698 2020-07-24 11:39:35,786 - mmaction - INFO - Epoch [1][60/940] lr: 1.000e-02, eta: 3 days, 13:08:05, time: 0.783, data_time: 0.005, memory: 8344, top1_acc: 0.0680, top5_acc: 0.1742, loss_cls: 5.3751, loss: 5.3751, grad_norm: 2.5271 2020-07-24 11:39:50,358 - mmaction - INFO - Epoch [1][80/940] lr: 1.000e-02, eta: 2 days, 20:35:15, time: 0.728, data_time: 0.004, memory: 8344, top1_acc: 0.1055, top5_acc: 0.2686, loss_cls: 4.9476, loss: 4.9476, grad_norm: 2.6487 2020-07-24 11:40:06,105 - mmaction - INFO - Epoch [1][100/940] lr: 1.000e-02, eta: 2 days, 10:58:24, time: 0.789, data_time: 0.012, memory: 8344, top1_acc: 0.1295, top5_acc: 0.3006, loss_cls: 4.6786, loss: 4.6786, grad_norm: 2.7539 2020-07-24 11:40:21,774 - mmaction - INFO - Epoch [1][120/940] lr: 1.000e-02, eta: 2 days, 4:31:56, time: 0.782, data_time: 0.003, memory: 8344, top1_acc: 0.1502, top5_acc: 0.3600, loss_cls: 4.3804, loss: 4.3804, grad_norm: 2.8346 2020-07-24 11:40:38,030 - mmaction - INFO - Epoch [1][140/940] lr: 1.000e-02, eta: 2 days, 0:02:56, time: 0.814, data_time: 0.012, memory: 8344, top1_acc: 0.1650, top5_acc: 0.3908, loss_cls: 4.2244, loss: 4.2244, grad_norm: 2.8858 2020-07-24 11:40:52,229 - mmaction - INFO - Epoch [1][160/940] lr: 1.000e-02, eta: 1 day, 20:20:43, time: 0.709, data_time: 0.004, memory: 8344, top1_acc: 0.1814, top5_acc: 0.4037, loss_cls: 4.0665, loss: 4.0665, grad_norm: 2.9428 2020-07-24 11:41:06,045 - mmaction - INFO - Epoch [1][180/940] lr: 1.000e-02, eta: 1 day, 17:24:26, time: 0.690, data_time: 0.004, memory: 8344, top1_acc: 0.1996, top5_acc: 0.4408, loss_cls: 3.9308, loss: 3.9308, grad_norm: 3.0248 2020-07-24 11:41:21,747 - mmaction - INFO - Epoch [1][200/940] lr: 1.000e-02, eta: 1 day, 15:18:23, time: 0.786, data_time: 0.005, memory: 8344, top1_acc: 0.2139, top5_acc: 0.4549, loss_cls: 3.8214, loss: 3.8214, grad_norm: 3.0801 2020-07-24 11:41:36,886 - mmaction - INFO - Epoch [1][220/940] lr: 1.000e-02, eta: 1 day, 13:31:03, time: 0.757, data_time: 0.003, memory: 8344, top1_acc: 0.2252, top5_acc: 0.4766, loss_cls: 3.7154, loss: 3.7154, grad_norm: 3.1517 2020-07-24 11:41:51,666 - mmaction - INFO - Epoch [1][240/940] lr: 1.000e-02, eta: 1 day, 11:59:20, time: 0.740, data_time: 0.068, memory: 8344, top1_acc: 0.2443, top5_acc: 0.4813, loss_cls: 3.6640, loss: 3.6640, grad_norm: 3.1908 2020-07-24 11:42:09,705 - mmaction - INFO - Epoch [1][260/940] lr: 1.000e-02, eta: 1 day, 11:01:10, time: 0.902, data_time: 0.030, memory: 8344, top1_acc: 0.2512, top5_acc: 0.4975, loss_cls: 3.5753, loss: 3.5753, grad_norm: 3.2441 2020-07-24 11:42:24,427 - mmaction - INFO - Epoch [1][280/940] lr: 1.000e-02, eta: 1 day, 9:52:51, time: 0.737, data_time: 0.003, memory: 8344, top1_acc: 0.2400, top5_acc: 0.5029, loss_cls: 3.5448, loss: 3.5448, grad_norm: 3.3210 2020-07-24 11:42:37,323 - mmaction - INFO - Epoch [1][300/940] lr: 1.000e-02, eta: 1 day, 8:44:01, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.2545, top5_acc: 0.5162, loss_cls: 3.4848, loss: 3.4848, grad_norm: 3.3393 2020-07-24 11:42:53,370 - mmaction - INFO - Epoch [1][320/940] lr: 1.000e-02, eta: 1 day, 7:59:10, time: 0.802, data_time: 0.003, memory: 8344, top1_acc: 0.2709, top5_acc: 0.5256, loss_cls: 3.4291, loss: 3.4291, grad_norm: 3.3725 2020-07-24 11:43:09,162 - mmaction - INFO - Epoch [1][340/940] lr: 1.000e-02, eta: 1 day, 7:18:25, time: 0.790, data_time: 0.003, memory: 8344, top1_acc: 0.2865, top5_acc: 0.5600, loss_cls: 3.3107, loss: 3.3107, grad_norm: 3.4110 2020-07-24 11:43:22,208 - mmaction - INFO - Epoch [1][360/940] lr: 1.000e-02, eta: 1 day, 6:30:18, time: 0.653, data_time: 0.003, memory: 8344, top1_acc: 0.2867, top5_acc: 0.5408, loss_cls: 3.3094, loss: 3.3094, grad_norm: 3.4193 2020-07-24 11:43:40,367 - mmaction - INFO - Epoch [1][380/940] lr: 1.000e-02, eta: 1 day, 6:08:04, time: 0.907, data_time: 0.100, memory: 8344, top1_acc: 0.2924, top5_acc: 0.5623, loss_cls: 3.2572, loss: 3.2572, grad_norm: 3.4409 2020-07-24 11:43:55,125 - mmaction - INFO - Epoch [1][400/940] lr: 1.000e-02, eta: 1 day, 5:34:56, time: 0.739, data_time: 0.003, memory: 8344, top1_acc: 0.3047, top5_acc: 0.5729, loss_cls: 3.2030, loss: 3.2030, grad_norm: 3.4883 2020-07-24 11:44:07,658 - mmaction - INFO - Epoch [1][420/940] lr: 1.000e-02, eta: 1 day, 4:56:28, time: 0.625, data_time: 0.009, memory: 8344, top1_acc: 0.3037, top5_acc: 0.5557, loss_cls: 3.2360, loss: 3.2360, grad_norm: 3.5482 2020-07-24 11:44:23,479 - mmaction - INFO - Epoch [1][440/940] lr: 1.000e-02, eta: 1 day, 4:33:20, time: 0.792, data_time: 0.004, memory: 8344, top1_acc: 0.3111, top5_acc: 0.5670, loss_cls: 3.1489, loss: 3.1489, grad_norm: 3.5567 2020-07-24 11:44:40,960 - mmaction - INFO - Epoch [1][460/940] lr: 1.000e-02, eta: 1 day, 4:17:36, time: 0.872, data_time: 0.003, memory: 8344, top1_acc: 0.3049, top5_acc: 0.5725, loss_cls: 3.1655, loss: 3.1655, grad_norm: 3.6070 2020-07-24 11:44:55,877 - mmaction - INFO - Epoch [1][480/940] lr: 1.000e-02, eta: 1 day, 3:55:03, time: 0.747, data_time: 0.005, memory: 8344, top1_acc: 0.3061, top5_acc: 0.5752, loss_cls: 3.1280, loss: 3.1280, grad_norm: 3.6242 2020-07-24 11:45:10,850 - mmaction - INFO - Epoch [1][500/940] lr: 1.000e-02, eta: 1 day, 3:34:21, time: 0.749, data_time: 0.003, memory: 8344, top1_acc: 0.3133, top5_acc: 0.5873, loss_cls: 3.1213, loss: 3.1213, grad_norm: 3.6372 2020-07-24 11:45:25,489 - mmaction - INFO - Epoch [1][520/940] lr: 1.000e-02, eta: 1 day, 3:14:15, time: 0.732, data_time: 0.004, memory: 8344, top1_acc: 0.3246, top5_acc: 0.5963, loss_cls: 3.0867, loss: 3.0867, grad_norm: 3.6969 2020-07-24 11:45:38,677 - mmaction - INFO - Epoch [1][540/940] lr: 1.000e-02, eta: 1 day, 2:51:26, time: 0.659, data_time: 0.003, memory: 8344, top1_acc: 0.3357, top5_acc: 0.5947, loss_cls: 3.0205, loss: 3.0205, grad_norm: 3.6569 2020-07-24 11:45:53,857 - mmaction - INFO - Epoch [1][560/940] lr: 1.000e-02, eta: 1 day, 2:35:48, time: 0.760, data_time: 0.003, memory: 8344, top1_acc: 0.3279, top5_acc: 0.5953, loss_cls: 3.0416, loss: 3.0416, grad_norm: 3.7152 2020-07-24 11:46:08,820 - mmaction - INFO - Epoch [1][580/940] lr: 1.000e-02, eta: 1 day, 2:20:34, time: 0.747, data_time: 0.003, memory: 8344, top1_acc: 0.3402, top5_acc: 0.5971, loss_cls: 3.0154, loss: 3.0154, grad_norm: 3.7447 2020-07-24 11:46:24,783 - mmaction - INFO - Epoch [1][600/940] lr: 1.000e-02, eta: 1 day, 2:08:59, time: 0.799, data_time: 0.012, memory: 8344, top1_acc: 0.3260, top5_acc: 0.5947, loss_cls: 3.0238, loss: 3.0238, grad_norm: 3.8074 2020-07-24 11:46:39,506 - mmaction - INFO - Epoch [1][620/940] lr: 1.000e-02, eta: 1 day, 1:55:02, time: 0.737, data_time: 0.004, memory: 8344, top1_acc: 0.3402, top5_acc: 0.6133, loss_cls: 2.9553, loss: 2.9553, grad_norm: 3.7790 2020-07-24 11:46:56,106 - mmaction - INFO - Epoch [1][640/940] lr: 1.000e-02, eta: 1 day, 1:46:26, time: 0.829, data_time: 0.084, memory: 8344, top1_acc: 0.3471, top5_acc: 0.6055, loss_cls: 2.9446, loss: 2.9446, grad_norm: 3.8000 2020-07-24 11:47:12,657 - mmaction - INFO - Epoch [1][660/940] lr: 1.000e-02, eta: 1 day, 1:38:14, time: 0.827, data_time: 0.004, memory: 8344, top1_acc: 0.3379, top5_acc: 0.6139, loss_cls: 2.9312, loss: 2.9312, grad_norm: 3.7964 2020-07-24 11:47:25,697 - mmaction - INFO - Epoch [1][680/940] lr: 1.000e-02, eta: 1 day, 1:22:34, time: 0.654, data_time: 0.053, memory: 8344, top1_acc: 0.3404, top5_acc: 0.6043, loss_cls: 2.9713, loss: 2.9713, grad_norm: 3.9028 2020-07-24 11:47:41,798 - mmaction - INFO - Epoch [1][700/940] lr: 1.000e-02, eta: 1 day, 1:14:28, time: 0.804, data_time: 0.063, memory: 8344, top1_acc: 0.3496, top5_acc: 0.6201, loss_cls: 2.9028, loss: 2.9028, grad_norm: 3.8666 2020-07-24 11:47:56,552 - mmaction - INFO - Epoch [1][720/940] lr: 1.000e-02, eta: 1 day, 1:03:59, time: 0.738, data_time: 0.038, memory: 8344, top1_acc: 0.3531, top5_acc: 0.6199, loss_cls: 2.8971, loss: 2.8971, grad_norm: 3.8527 2020-07-24 11:48:12,761 - mmaction - INFO - Epoch [1][740/940] lr: 1.000e-02, eta: 1 day, 0:57:03, time: 0.810, data_time: 0.003, memory: 8344, top1_acc: 0.3611, top5_acc: 0.6283, loss_cls: 2.8881, loss: 2.8881, grad_norm: 3.8659 2020-07-24 11:48:27,586 - mmaction - INFO - Epoch [1][760/940] lr: 1.000e-02, eta: 1 day, 0:47:39, time: 0.741, data_time: 0.004, memory: 8344, top1_acc: 0.3531, top5_acc: 0.6096, loss_cls: 2.9328, loss: 2.9328, grad_norm: 3.9192 2020-07-24 11:48:40,541 - mmaction - INFO - Epoch [1][780/940] lr: 1.000e-02, eta: 1 day, 0:35:01, time: 0.648, data_time: 0.003, memory: 8344, top1_acc: 0.3496, top5_acc: 0.6225, loss_cls: 2.9048, loss: 2.9048, grad_norm: 3.9490 2020-07-24 11:48:57,818 - mmaction - INFO - Epoch [1][800/940] lr: 1.000e-02, eta: 1 day, 0:31:21, time: 0.863, data_time: 0.003, memory: 8344, top1_acc: 0.3508, top5_acc: 0.6258, loss_cls: 2.8612, loss: 2.8612, grad_norm: 3.9583 2020-07-24 11:49:10,777 - mmaction - INFO - Epoch [1][820/940] lr: 1.000e-02, eta: 1 day, 0:19:44, time: 0.649, data_time: 0.003, memory: 8344, top1_acc: 0.3561, top5_acc: 0.6367, loss_cls: 2.8445, loss: 2.8445, grad_norm: 3.9682 2020-07-24 11:49:27,351 - mmaction - INFO - Epoch [1][840/940] lr: 1.000e-02, eta: 1 day, 0:15:16, time: 0.828, data_time: 0.003, memory: 8344, top1_acc: 0.3676, top5_acc: 0.6318, loss_cls: 2.8302, loss: 2.8302, grad_norm: 3.9429 2020-07-24 11:49:43,197 - mmaction - INFO - Epoch [1][860/940] lr: 1.000e-02, eta: 1 day, 0:09:44, time: 0.793, data_time: 0.010, memory: 8344, top1_acc: 0.3697, top5_acc: 0.6359, loss_cls: 2.8188, loss: 2.8188, grad_norm: 3.9580 2020-07-24 11:49:56,689 - mmaction - INFO - Epoch [1][880/940] lr: 1.000e-02, eta: 1 day, 0:00:05, time: 0.669, data_time: 0.004, memory: 8344, top1_acc: 0.3758, top5_acc: 0.6381, loss_cls: 2.8114, loss: 2.8114, grad_norm: 4.0023 2020-07-24 11:50:13,473 - mmaction - INFO - Epoch [1][900/940] lr: 1.000e-02, eta: 23:56:55, time: 0.845, data_time: 0.010, memory: 8344, top1_acc: 0.3736, top5_acc: 0.6355, loss_cls: 2.7941, loss: 2.7941, grad_norm: 4.0243 2020-07-24 11:50:28,093 - mmaction - INFO - Epoch [1][920/940] lr: 1.000e-02, eta: 23:50:02, time: 0.731, data_time: 0.003, memory: 8344, top1_acc: 0.3756, top5_acc: 0.6379, loss_cls: 2.8018, loss: 2.8018, grad_norm: 4.0240 2020-07-24 11:50:41,083 - mmaction - INFO - Epoch [1][940/940] lr: 1.000e-02, eta: 23:40:44, time: 0.650, data_time: 0.003, memory: 8344, top1_acc: 0.3600, top5_acc: 0.6299, loss_cls: 2.8278, loss: 2.8278, grad_norm: 4.1082 2020-07-24 11:53:01,261 - mmaction - INFO - Epoch [2][20/940] lr: 1.000e-02, eta: 1 day, 2:48:27, time: 6.736, data_time: 6.003, memory: 8344, top1_acc: 0.3836, top5_acc: 0.6533, loss_cls: 2.7062, loss: 2.7062, grad_norm: 4.0668 2020-07-24 11:53:15,610 - mmaction - INFO - Epoch [2][40/940] lr: 1.000e-02, eta: 1 day, 2:38:04, time: 0.720, data_time: 0.006, memory: 8344, top1_acc: 0.3879, top5_acc: 0.6434, loss_cls: 2.7442, loss: 2.7442, grad_norm: 4.0407 2020-07-24 11:53:29,443 - mmaction - INFO - Epoch [2][60/940] lr: 1.000e-02, eta: 1 day, 2:27:10, time: 0.690, data_time: 0.003, memory: 8344, top1_acc: 0.3771, top5_acc: 0.6549, loss_cls: 2.7481, loss: 2.7481, grad_norm: 4.0988 2020-07-24 11:53:42,909 - mmaction - INFO - Epoch [2][80/940] lr: 1.000e-02, eta: 1 day, 2:16:11, time: 0.674, data_time: 0.005, memory: 8344, top1_acc: 0.3908, top5_acc: 0.6408, loss_cls: 2.7477, loss: 2.7477, grad_norm: 4.0787 2020-07-24 11:53:58,850 - mmaction - INFO - Epoch [2][100/940] lr: 1.000e-02, eta: 1 day, 2:09:17, time: 0.797, data_time: 0.008, memory: 8344, top1_acc: 0.3877, top5_acc: 0.6541, loss_cls: 2.6963, loss: 2.6963, grad_norm: 4.0891 2020-07-24 11:54:13,996 - mmaction - INFO - Epoch [2][120/940] lr: 1.000e-02, eta: 1 day, 2:01:26, time: 0.756, data_time: 0.004, memory: 8344, top1_acc: 0.3783, top5_acc: 0.6477, loss_cls: 2.7644, loss: 2.7644, grad_norm: 4.1088 2020-07-24 11:54:28,562 - mmaction - INFO - Epoch [2][140/940] lr: 1.000e-02, eta: 1 day, 1:53:07, time: 0.730, data_time: 0.005, memory: 8344, top1_acc: 0.3971, top5_acc: 0.6590, loss_cls: 2.6559, loss: 2.6559, grad_norm: 4.0509 2020-07-24 11:54:44,030 - mmaction - INFO - Epoch [2][160/940] lr: 1.000e-02, eta: 1 day, 1:46:11, time: 0.769, data_time: 0.011, memory: 8344, top1_acc: 0.3887, top5_acc: 0.6539, loss_cls: 2.6987, loss: 2.6987, grad_norm: 4.0941 2020-07-24 11:54:57,729 - mmaction - INFO - Epoch [2][180/940] lr: 1.000e-02, eta: 1 day, 1:37:20, time: 0.690, data_time: 0.009, memory: 8344, top1_acc: 0.3896, top5_acc: 0.6473, loss_cls: 2.7173, loss: 2.7173, grad_norm: 4.1045 2020-07-24 11:55:13,665 - mmaction - INFO - Epoch [2][200/940] lr: 1.000e-02, eta: 1 day, 1:31:41, time: 0.797, data_time: 0.004, memory: 8344, top1_acc: 0.3941, top5_acc: 0.6469, loss_cls: 2.7039, loss: 2.7039, grad_norm: 4.1394 2020-07-24 11:55:27,309 - mmaction - INFO - Epoch [2][220/940] lr: 1.000e-02, eta: 1 day, 1:23:09, time: 0.682, data_time: 0.003, memory: 8344, top1_acc: 0.3926, top5_acc: 0.6539, loss_cls: 2.6791, loss: 2.6791, grad_norm: 4.1726 2020-07-24 11:55:42,533 - mmaction - INFO - Epoch [2][240/940] lr: 1.000e-02, eta: 1 day, 1:16:55, time: 0.759, data_time: 0.003, memory: 8344, top1_acc: 0.3975, top5_acc: 0.6551, loss_cls: 2.6442, loss: 2.6442, grad_norm: 4.1361 2020-07-24 11:55:57,446 - mmaction - INFO - Epoch [2][260/940] lr: 1.000e-02, eta: 1 day, 1:10:35, time: 0.748, data_time: 0.005, memory: 8344, top1_acc: 0.3969, top5_acc: 0.6512, loss_cls: 2.6951, loss: 2.6951, grad_norm: 4.2047 2020-07-24 11:56:12,813 - mmaction - INFO - Epoch [2][280/940] lr: 1.000e-02, eta: 1 day, 1:04:57, time: 0.767, data_time: 0.003, memory: 8344, top1_acc: 0.4006, top5_acc: 0.6584, loss_cls: 2.6633, loss: 2.6633, grad_norm: 4.1664 2020-07-24 11:56:27,230 - mmaction - INFO - Epoch [2][300/940] lr: 1.000e-02, eta: 1 day, 0:58:21, time: 0.721, data_time: 0.004, memory: 8344, top1_acc: 0.3914, top5_acc: 0.6535, loss_cls: 2.6466, loss: 2.6466, grad_norm: 4.1648 2020-07-24 11:56:42,940 - mmaction - INFO - Epoch [2][320/940] lr: 1.000e-02, eta: 1 day, 0:53:31, time: 0.786, data_time: 0.004, memory: 8344, top1_acc: 0.3961, top5_acc: 0.6594, loss_cls: 2.6463, loss: 2.6463, grad_norm: 4.1249 2020-07-24 11:56:57,174 - mmaction - INFO - Epoch [2][340/940] lr: 1.000e-02, eta: 1 day, 0:47:02, time: 0.711, data_time: 0.007, memory: 8344, top1_acc: 0.3947, top5_acc: 0.6643, loss_cls: 2.6416, loss: 2.6416, grad_norm: 4.2137 2020-07-24 11:57:13,436 - mmaction - INFO - Epoch [2][360/940] lr: 1.000e-02, eta: 1 day, 0:43:09, time: 0.812, data_time: 0.003, memory: 8344, top1_acc: 0.4072, top5_acc: 0.6672, loss_cls: 2.6045, loss: 2.6045, grad_norm: 4.1397 2020-07-24 11:57:29,397 - mmaction - INFO - Epoch [2][380/940] lr: 1.000e-02, eta: 1 day, 0:39:05, time: 0.800, data_time: 0.006, memory: 8344, top1_acc: 0.3961, top5_acc: 0.6619, loss_cls: 2.6640, loss: 2.6640, grad_norm: 4.2048 2020-07-24 11:57:42,020 - mmaction - INFO - Epoch [2][400/940] lr: 1.000e-02, eta: 1 day, 0:31:15, time: 0.631, data_time: 0.023, memory: 8344, top1_acc: 0.4004, top5_acc: 0.6713, loss_cls: 2.6250, loss: 2.6250, grad_norm: 4.2328 2020-07-24 11:57:57,551 - mmaction - INFO - Epoch [2][420/940] lr: 1.000e-02, eta: 1 day, 0:26:54, time: 0.775, data_time: 0.044, memory: 8344, top1_acc: 0.3971, top5_acc: 0.6621, loss_cls: 2.6390, loss: 2.6390, grad_norm: 4.2248 2020-07-24 11:58:12,249 - mmaction - INFO - Epoch [2][440/940] lr: 1.000e-02, eta: 1 day, 0:21:48, time: 0.737, data_time: 0.015, memory: 8344, top1_acc: 0.4109, top5_acc: 0.6734, loss_cls: 2.5968, loss: 2.5968, grad_norm: 4.2295 2020-07-24 11:58:29,123 - mmaction - INFO - Epoch [2][460/940] lr: 1.000e-02, eta: 1 day, 0:19:09, time: 0.841, data_time: 0.002, memory: 8344, top1_acc: 0.4088, top5_acc: 0.6607, loss_cls: 2.6380, loss: 2.6380, grad_norm: 4.2367 2020-07-24 11:58:41,084 - mmaction - INFO - Epoch [2][480/940] lr: 1.000e-02, eta: 1 day, 0:11:20, time: 0.600, data_time: 0.005, memory: 8344, top1_acc: 0.4090, top5_acc: 0.6678, loss_cls: 2.6144, loss: 2.6144, grad_norm: 4.2278 2020-07-24 11:58:58,119 - mmaction - INFO - Epoch [2][500/940] lr: 1.000e-02, eta: 1 day, 0:09:06, time: 0.851, data_time: 0.019, memory: 8344, top1_acc: 0.4002, top5_acc: 0.6594, loss_cls: 2.6172, loss: 2.6172, grad_norm: 4.2210 2020-07-24 11:59:11,043 - mmaction - INFO - Epoch [2][520/940] lr: 1.000e-02, eta: 1 day, 0:02:36, time: 0.646, data_time: 0.020, memory: 8344, top1_acc: 0.4096, top5_acc: 0.6771, loss_cls: 2.5986, loss: 2.5986, grad_norm: 4.2024 2020-07-24 11:59:26,826 - mmaction - INFO - Epoch [2][540/940] lr: 1.000e-02, eta: 23:59:14, time: 0.789, data_time: 0.003, memory: 8344, top1_acc: 0.4053, top5_acc: 0.6711, loss_cls: 2.6007, loss: 2.6007, grad_norm: 4.2283 2020-07-24 11:59:40,318 - mmaction - INFO - Epoch [2][560/940] lr: 1.000e-02, eta: 23:53:37, time: 0.675, data_time: 0.009, memory: 8344, top1_acc: 0.4156, top5_acc: 0.6842, loss_cls: 2.5796, loss: 2.5796, grad_norm: 4.2939 2020-07-24 11:59:55,936 - mmaction - INFO - Epoch [2][580/940] lr: 1.000e-02, eta: 23:50:17, time: 0.781, data_time: 0.003, memory: 8344, top1_acc: 0.4055, top5_acc: 0.6785, loss_cls: 2.5948, loss: 2.5948, grad_norm: 4.3296 2020-07-24 12:00:17,703 - mmaction - INFO - Epoch [2][600/940] lr: 1.000e-02, eta: 23:52:59, time: 1.078, data_time: 0.003, memory: 8344, top1_acc: 0.3986, top5_acc: 0.6629, loss_cls: 2.6206, loss: 2.6206, grad_norm: 4.3035 2020-07-24 12:00:32,572 - mmaction - INFO - Epoch [2][620/940] lr: 1.000e-02, eta: 23:49:11, time: 0.753, data_time: 0.030, memory: 8344, top1_acc: 0.4146, top5_acc: 0.6818, loss_cls: 2.5724, loss: 2.5724, grad_norm: 4.2555 2020-07-24 12:00:45,322 - mmaction - INFO - Epoch [2][640/940] lr: 1.000e-02, eta: 23:43:12, time: 0.637, data_time: 0.004, memory: 8344, top1_acc: 0.4127, top5_acc: 0.6686, loss_cls: 2.6075, loss: 2.6075, grad_norm: 4.2912 2020-07-24 12:00:59,994 - mmaction - INFO - Epoch [2][660/940] lr: 1.000e-02, eta: 23:39:14, time: 0.734, data_time: 0.004, memory: 8344, top1_acc: 0.3992, top5_acc: 0.6678, loss_cls: 2.6324, loss: 2.6324, grad_norm: 4.3330 2020-07-24 12:01:15,335 - mmaction - INFO - Epoch [2][680/940] lr: 1.000e-02, eta: 23:36:00, time: 0.767, data_time: 0.003, memory: 8344, top1_acc: 0.4156, top5_acc: 0.6803, loss_cls: 2.5492, loss: 2.5492, grad_norm: 4.2361 2020-07-24 12:01:31,647 - mmaction - INFO - Epoch [2][700/940] lr: 1.000e-02, eta: 23:33:43, time: 0.815, data_time: 0.003, memory: 8344, top1_acc: 0.4098, top5_acc: 0.6729, loss_cls: 2.5713, loss: 2.5713, grad_norm: 4.3322 2020-07-24 12:01:46,896 - mmaction - INFO - Epoch [2][720/940] lr: 1.000e-02, eta: 23:30:32, time: 0.763, data_time: 0.016, memory: 8344, top1_acc: 0.4119, top5_acc: 0.6750, loss_cls: 2.5890, loss: 2.5890, grad_norm: 4.3082 2020-07-24 12:01:58,900 - mmaction - INFO - Epoch [2][740/940] lr: 1.000e-02, eta: 23:24:27, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.4000, top5_acc: 0.6750, loss_cls: 2.6079, loss: 2.6079, grad_norm: 4.3143 2020-07-24 12:02:14,343 - mmaction - INFO - Epoch [2][760/940] lr: 1.000e-02, eta: 23:21:35, time: 0.772, data_time: 0.080, memory: 8344, top1_acc: 0.4201, top5_acc: 0.6738, loss_cls: 2.5513, loss: 2.5513, grad_norm: 4.3116 2020-07-24 12:02:29,392 - mmaction - INFO - Epoch [2][780/940] lr: 1.000e-02, eta: 23:18:27, time: 0.752, data_time: 0.062, memory: 8344, top1_acc: 0.4145, top5_acc: 0.6811, loss_cls: 2.5478, loss: 2.5478, grad_norm: 4.3242 2020-07-24 12:02:44,024 - mmaction - INFO - Epoch [2][800/940] lr: 1.000e-02, eta: 23:15:01, time: 0.732, data_time: 0.007, memory: 8344, top1_acc: 0.4158, top5_acc: 0.6781, loss_cls: 2.5584, loss: 2.5584, grad_norm: 4.2652 2020-07-24 12:02:59,552 - mmaction - INFO - Epoch [2][820/940] lr: 1.000e-02, eta: 23:12:24, time: 0.774, data_time: 0.003, memory: 8344, top1_acc: 0.4148, top5_acc: 0.6754, loss_cls: 2.5771, loss: 2.5771, grad_norm: 4.3282 2020-07-24 12:03:15,368 - mmaction - INFO - Epoch [2][840/940] lr: 1.000e-02, eta: 23:10:09, time: 0.793, data_time: 0.007, memory: 8344, top1_acc: 0.4105, top5_acc: 0.6760, loss_cls: 2.5651, loss: 2.5651, grad_norm: 4.3588 2020-07-24 12:03:30,914 - mmaction - INFO - Epoch [2][860/940] lr: 1.000e-02, eta: 23:07:40, time: 0.777, data_time: 0.031, memory: 8344, top1_acc: 0.4217, top5_acc: 0.6754, loss_cls: 2.5651, loss: 2.5651, grad_norm: 4.3262 2020-07-24 12:03:43,389 - mmaction - INFO - Epoch [2][880/940] lr: 1.000e-02, eta: 23:02:38, time: 0.623, data_time: 0.004, memory: 8344, top1_acc: 0.4168, top5_acc: 0.6768, loss_cls: 2.5661, loss: 2.5661, grad_norm: 4.3557 2020-07-24 12:04:00,436 - mmaction - INFO - Epoch [2][900/940] lr: 1.000e-02, eta: 23:01:32, time: 0.853, data_time: 0.005, memory: 8344, top1_acc: 0.4152, top5_acc: 0.6730, loss_cls: 2.5644, loss: 2.5644, grad_norm: 4.3593 2020-07-24 12:04:13,335 - mmaction - INFO - Epoch [2][920/940] lr: 1.000e-02, eta: 22:57:04, time: 0.646, data_time: 0.004, memory: 8344, top1_acc: 0.4275, top5_acc: 0.6801, loss_cls: 2.5222, loss: 2.5222, grad_norm: 4.3277 2020-07-24 12:04:28,956 - mmaction - INFO - Epoch [2][940/940] lr: 1.000e-02, eta: 22:54:52, time: 0.781, data_time: 0.016, memory: 8344, top1_acc: 0.4224, top5_acc: 0.6848, loss_cls: 2.5426, loss: 2.5426, grad_norm: 4.3733 2020-07-24 12:07:13,023 - mmaction - INFO - Epoch [3][20/940] lr: 1.000e-02, eta: 1 day, 0:44:24, time: 7.693, data_time: 6.931, memory: 8344, top1_acc: 0.4373, top5_acc: 0.6947, loss_cls: 2.4693, loss: 2.4693, grad_norm: 4.2793 2020-07-24 12:07:26,461 - mmaction - INFO - Epoch [3][40/940] lr: 1.000e-02, eta: 1 day, 0:39:22, time: 0.672, data_time: 0.004, memory: 8344, top1_acc: 0.4215, top5_acc: 0.6807, loss_cls: 2.5548, loss: 2.5548, grad_norm: 4.4469 2020-07-24 12:07:38,672 - mmaction - INFO - Epoch [3][60/940] lr: 1.000e-02, eta: 1 day, 0:33:28, time: 0.612, data_time: 0.005, memory: 8344, top1_acc: 0.4328, top5_acc: 0.6916, loss_cls: 2.4446, loss: 2.4446, grad_norm: 4.2823 2020-07-24 12:07:53,064 - mmaction - INFO - Epoch [3][80/940] lr: 1.000e-02, eta: 1 day, 0:29:22, time: 0.719, data_time: 0.002, memory: 8344, top1_acc: 0.4328, top5_acc: 0.6996, loss_cls: 2.4319, loss: 2.4319, grad_norm: 4.2675 2020-07-24 12:08:07,805 - mmaction - INFO - Epoch [3][100/940] lr: 1.000e-02, eta: 1 day, 0:25:39, time: 0.738, data_time: 0.004, memory: 8344, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4943, loss: 2.4943, grad_norm: 4.3050 2020-07-24 12:08:22,084 - mmaction - INFO - Epoch [3][120/940] lr: 1.000e-02, eta: 1 day, 0:21:36, time: 0.712, data_time: 0.003, memory: 8344, top1_acc: 0.4311, top5_acc: 0.6965, loss_cls: 2.4975, loss: 2.4975, grad_norm: 4.3851 2020-07-24 12:08:36,444 - mmaction - INFO - Epoch [3][140/940] lr: 1.000e-02, eta: 1 day, 0:17:44, time: 0.720, data_time: 0.004, memory: 8344, top1_acc: 0.4420, top5_acc: 0.7008, loss_cls: 2.4327, loss: 2.4327, grad_norm: 4.3057 2020-07-24 12:08:51,079 - mmaction - INFO - Epoch [3][160/940] lr: 1.000e-02, eta: 1 day, 0:14:07, time: 0.731, data_time: 0.004, memory: 8344, top1_acc: 0.4344, top5_acc: 0.6957, loss_cls: 2.4453, loss: 2.4453, grad_norm: 4.3385 2020-07-24 12:09:08,499 - mmaction - INFO - Epoch [3][180/940] lr: 1.000e-02, eta: 1 day, 0:12:37, time: 0.870, data_time: 0.003, memory: 8344, top1_acc: 0.4412, top5_acc: 0.6996, loss_cls: 2.4297, loss: 2.4297, grad_norm: 4.3249 2020-07-24 12:09:23,485 - mmaction - INFO - Epoch [3][200/940] lr: 1.000e-02, eta: 1 day, 0:09:24, time: 0.751, data_time: 0.004, memory: 8344, top1_acc: 0.4383, top5_acc: 0.7000, loss_cls: 2.4404, loss: 2.4404, grad_norm: 4.3622 2020-07-24 12:09:38,346 - mmaction - INFO - Epoch [3][220/940] lr: 1.000e-02, eta: 1 day, 0:06:07, time: 0.742, data_time: 0.003, memory: 8344, top1_acc: 0.4293, top5_acc: 0.6914, loss_cls: 2.4890, loss: 2.4890, grad_norm: 4.3475 2020-07-24 12:09:50,898 - mmaction - INFO - Epoch [3][240/940] lr: 1.000e-02, eta: 1 day, 0:01:12, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.4346, top5_acc: 0.6959, loss_cls: 2.4675, loss: 2.4675, grad_norm: 4.3935 2020-07-24 12:10:07,113 - mmaction - INFO - Epoch [3][260/940] lr: 1.000e-02, eta: 23:59:03, time: 0.813, data_time: 0.032, memory: 8344, top1_acc: 0.4334, top5_acc: 0.6889, loss_cls: 2.4710, loss: 2.4710, grad_norm: 4.3460 2020-07-24 12:10:19,559 - mmaction - INFO - Epoch [3][280/940] lr: 1.000e-02, eta: 23:54:14, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.4311, top5_acc: 0.6939, loss_cls: 2.4828, loss: 2.4828, grad_norm: 4.4578 2020-07-24 12:10:34,764 - mmaction - INFO - Epoch [3][300/940] lr: 1.000e-02, eta: 23:51:26, time: 0.759, data_time: 0.002, memory: 8344, top1_acc: 0.4400, top5_acc: 0.6951, loss_cls: 2.4432, loss: 2.4432, grad_norm: 4.3978 2020-07-24 12:10:49,116 - mmaction - INFO - Epoch [3][320/940] lr: 1.000e-02, eta: 23:48:06, time: 0.718, data_time: 0.004, memory: 8344, top1_acc: 0.4258, top5_acc: 0.6822, loss_cls: 2.5043, loss: 2.5043, grad_norm: 4.4313 2020-07-24 12:11:04,418 - mmaction - INFO - Epoch [3][340/940] lr: 1.000e-02, eta: 23:45:28, time: 0.765, data_time: 0.004, memory: 8344, top1_acc: 0.4309, top5_acc: 0.6900, loss_cls: 2.4803, loss: 2.4803, grad_norm: 4.4118 2020-07-24 12:11:17,632 - mmaction - INFO - Epoch [3][360/940] lr: 1.000e-02, eta: 23:41:27, time: 0.660, data_time: 0.003, memory: 8344, top1_acc: 0.4436, top5_acc: 0.7006, loss_cls: 2.4512, loss: 2.4512, grad_norm: 4.4524 2020-07-24 12:11:32,994 - mmaction - INFO - Epoch [3][380/940] lr: 1.000e-02, eta: 23:38:57, time: 0.768, data_time: 0.062, memory: 8344, top1_acc: 0.4291, top5_acc: 0.6930, loss_cls: 2.4748, loss: 2.4748, grad_norm: 4.3968 2020-07-24 12:11:47,885 - mmaction - INFO - Epoch [3][400/940] lr: 1.000e-02, eta: 23:36:11, time: 0.744, data_time: 0.032, memory: 8344, top1_acc: 0.4430, top5_acc: 0.6990, loss_cls: 2.4225, loss: 2.4225, grad_norm: 4.3569 2020-07-24 12:12:01,719 - mmaction - INFO - Epoch [3][420/940] lr: 1.000e-02, eta: 23:32:46, time: 0.693, data_time: 0.004, memory: 8344, top1_acc: 0.4449, top5_acc: 0.7000, loss_cls: 2.4430, loss: 2.4430, grad_norm: 4.3975 2020-07-24 12:12:17,884 - mmaction - INFO - Epoch [3][440/940] lr: 1.000e-02, eta: 23:30:56, time: 0.808, data_time: 0.002, memory: 8344, top1_acc: 0.4441, top5_acc: 0.7033, loss_cls: 2.3924, loss: 2.3924, grad_norm: 4.3364 2020-07-24 12:12:33,878 - mmaction - INFO - Epoch [3][460/940] lr: 1.000e-02, eta: 23:29:00, time: 0.799, data_time: 0.003, memory: 8344, top1_acc: 0.4584, top5_acc: 0.7045, loss_cls: 2.3887, loss: 2.3887, grad_norm: 4.3563 2020-07-24 12:12:46,872 - mmaction - INFO - Epoch [3][480/940] lr: 1.000e-02, eta: 23:25:11, time: 0.650, data_time: 0.004, memory: 8344, top1_acc: 0.4377, top5_acc: 0.6963, loss_cls: 2.4310, loss: 2.4310, grad_norm: 4.4359 2020-07-24 12:13:04,357 - mmaction - INFO - Epoch [3][500/940] lr: 1.000e-02, eta: 23:24:14, time: 0.870, data_time: 0.047, memory: 8344, top1_acc: 0.4268, top5_acc: 0.6879, loss_cls: 2.4989, loss: 2.4989, grad_norm: 4.5166 2020-07-24 12:13:18,046 - mmaction - INFO - Epoch [3][520/940] lr: 1.000e-02, eta: 23:20:59, time: 0.688, data_time: 0.090, memory: 8344, top1_acc: 0.4338, top5_acc: 0.6840, loss_cls: 2.4945, loss: 2.4945, grad_norm: 4.4373 2020-07-24 12:13:34,008 - mmaction - INFO - Epoch [3][540/940] lr: 1.000e-02, eta: 23:19:10, time: 0.798, data_time: 0.095, memory: 8344, top1_acc: 0.4475, top5_acc: 0.6979, loss_cls: 2.4508, loss: 2.4508, grad_norm: 4.4351 2020-07-24 12:13:47,063 - mmaction - INFO - Epoch [3][560/940] lr: 1.000e-02, eta: 23:15:33, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.4293, top5_acc: 0.6834, loss_cls: 2.5095, loss: 2.5095, grad_norm: 4.4377 2020-07-24 12:14:00,905 - mmaction - INFO - Epoch [3][580/940] lr: 1.000e-02, eta: 23:12:29, time: 0.693, data_time: 0.043, memory: 8344, top1_acc: 0.4311, top5_acc: 0.6975, loss_cls: 2.4580, loss: 2.4580, grad_norm: 4.3719 2020-07-24 12:14:18,018 - mmaction - INFO - Epoch [3][600/940] lr: 1.000e-02, eta: 23:11:29, time: 0.856, data_time: 0.002, memory: 8344, top1_acc: 0.4398, top5_acc: 0.7020, loss_cls: 2.4032, loss: 2.4032, grad_norm: 4.3809 2020-07-24 12:14:32,498 - mmaction - INFO - Epoch [3][620/940] lr: 1.000e-02, eta: 23:08:53, time: 0.724, data_time: 0.003, memory: 8344, top1_acc: 0.4418, top5_acc: 0.7018, loss_cls: 2.4340, loss: 2.4340, grad_norm: 4.4015 2020-07-24 12:14:48,134 - mmaction - INFO - Epoch [3][640/940] lr: 1.000e-02, eta: 23:07:01, time: 0.782, data_time: 0.002, memory: 8344, top1_acc: 0.4375, top5_acc: 0.6963, loss_cls: 2.4377, loss: 2.4377, grad_norm: 4.4367 2020-07-24 12:15:02,955 - mmaction - INFO - Epoch [3][660/940] lr: 1.000e-02, eta: 23:04:41, time: 0.741, data_time: 0.003, memory: 8344, top1_acc: 0.4447, top5_acc: 0.6965, loss_cls: 2.4487, loss: 2.4487, grad_norm: 4.4414 2020-07-24 12:15:15,865 - mmaction - INFO - Epoch [3][680/940] lr: 1.000e-02, eta: 23:01:15, time: 0.645, data_time: 0.004, memory: 8344, top1_acc: 0.4342, top5_acc: 0.7000, loss_cls: 2.4208, loss: 2.4208, grad_norm: 4.4239 2020-07-24 12:15:29,705 - mmaction - INFO - Epoch [3][700/940] lr: 1.000e-02, eta: 22:58:26, time: 0.693, data_time: 0.004, memory: 8344, top1_acc: 0.4467, top5_acc: 0.7010, loss_cls: 2.3972, loss: 2.3972, grad_norm: 4.3960 2020-07-24 12:15:44,085 - mmaction - INFO - Epoch [3][720/940] lr: 1.000e-02, eta: 22:55:57, time: 0.719, data_time: 0.002, memory: 8344, top1_acc: 0.4381, top5_acc: 0.6828, loss_cls: 2.4613, loss: 2.4613, grad_norm: 4.4861 2020-07-24 12:15:59,342 - mmaction - INFO - Epoch [3][740/940] lr: 1.000e-02, eta: 22:54:00, time: 0.762, data_time: 0.003, memory: 8344, top1_acc: 0.4301, top5_acc: 0.6916, loss_cls: 2.4802, loss: 2.4802, grad_norm: 4.4608 2020-07-24 12:16:13,360 - mmaction - INFO - Epoch [3][760/940] lr: 1.000e-02, eta: 22:51:24, time: 0.702, data_time: 0.005, memory: 8344, top1_acc: 0.4465, top5_acc: 0.7012, loss_cls: 2.4318, loss: 2.4318, grad_norm: 4.4370 2020-07-24 12:16:28,343 - mmaction - INFO - Epoch [3][780/940] lr: 1.000e-02, eta: 22:49:22, time: 0.749, data_time: 0.004, memory: 8344, top1_acc: 0.4572, top5_acc: 0.7123, loss_cls: 2.3590, loss: 2.3590, grad_norm: 4.3802 2020-07-24 12:16:44,171 - mmaction - INFO - Epoch [3][800/940] lr: 1.000e-02, eta: 22:47:50, time: 0.792, data_time: 0.004, memory: 8344, top1_acc: 0.4545, top5_acc: 0.7115, loss_cls: 2.4006, loss: 2.4006, grad_norm: 4.4092 2020-07-24 12:16:58,508 - mmaction - INFO - Epoch [3][820/940] lr: 1.000e-02, eta: 22:45:28, time: 0.715, data_time: 0.029, memory: 8344, top1_acc: 0.4408, top5_acc: 0.6922, loss_cls: 2.4604, loss: 2.4604, grad_norm: 4.4924 2020-07-24 12:17:12,261 - mmaction - INFO - Epoch [3][840/940] lr: 1.000e-02, eta: 22:42:50, time: 0.688, data_time: 0.019, memory: 8344, top1_acc: 0.4334, top5_acc: 0.6887, loss_cls: 2.4767, loss: 2.4767, grad_norm: 4.5037 2020-07-24 12:17:28,156 - mmaction - INFO - Epoch [3][860/940] lr: 1.000e-02, eta: 22:41:25, time: 0.795, data_time: 0.042, memory: 8344, top1_acc: 0.4357, top5_acc: 0.6922, loss_cls: 2.4626, loss: 2.4626, grad_norm: 4.4500 2020-07-24 12:17:40,777 - mmaction - INFO - Epoch [3][880/940] lr: 1.000e-02, eta: 22:38:13, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.4527, top5_acc: 0.7014, loss_cls: 2.3848, loss: 2.3848, grad_norm: 4.4062 2020-07-24 12:17:57,218 - mmaction - INFO - Epoch [3][900/940] lr: 1.000e-02, eta: 22:37:08, time: 0.822, data_time: 0.002, memory: 8344, top1_acc: 0.4561, top5_acc: 0.7063, loss_cls: 2.3711, loss: 2.3711, grad_norm: 4.4039 2020-07-24 12:18:12,097 - mmaction - INFO - Epoch [3][920/940] lr: 1.000e-02, eta: 22:35:13, time: 0.743, data_time: 0.003, memory: 8344, top1_acc: 0.4547, top5_acc: 0.7117, loss_cls: 2.3779, loss: 2.3779, grad_norm: 4.3905 2020-07-24 12:18:23,982 - mmaction - INFO - Epoch [3][940/940] lr: 1.000e-02, eta: 22:31:43, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.4453, top5_acc: 0.6945, loss_cls: 2.4114, loss: 2.4114, grad_norm: 4.4598 2020-07-24 12:21:04,052 - mmaction - INFO - Epoch [4][20/940] lr: 1.000e-02, eta: 23:44:22, time: 7.707, data_time: 6.920, memory: 8344, top1_acc: 0.4557, top5_acc: 0.7061, loss_cls: 2.3820, loss: 2.3820, grad_norm: 4.4800 2020-07-24 12:21:15,758 - mmaction - INFO - Epoch [4][40/940] lr: 1.000e-02, eta: 23:40:19, time: 0.586, data_time: 0.005, memory: 8344, top1_acc: 0.4541, top5_acc: 0.7148, loss_cls: 2.3643, loss: 2.3643, grad_norm: 4.4191 2020-07-24 12:21:27,472 - mmaction - INFO - Epoch [4][60/940] lr: 1.000e-02, eta: 23:36:19, time: 0.585, data_time: 0.004, memory: 8344, top1_acc: 0.4551, top5_acc: 0.7072, loss_cls: 2.3555, loss: 2.3555, grad_norm: 4.4448 2020-07-24 12:21:43,048 - mmaction - INFO - Epoch [4][80/940] lr: 1.000e-02, eta: 23:34:24, time: 0.780, data_time: 0.005, memory: 8344, top1_acc: 0.4508, top5_acc: 0.7180, loss_cls: 2.3537, loss: 2.3537, grad_norm: 4.4240 2020-07-24 12:21:58,626 - mmaction - INFO - Epoch [4][100/940] lr: 1.000e-02, eta: 23:32:30, time: 0.779, data_time: 0.004, memory: 8344, top1_acc: 0.4602, top5_acc: 0.7162, loss_cls: 2.3421, loss: 2.3421, grad_norm: 4.4660 2020-07-24 12:22:13,570 - mmaction - INFO - Epoch [4][120/940] lr: 1.000e-02, eta: 23:30:18, time: 0.748, data_time: 0.003, memory: 8344, top1_acc: 0.4662, top5_acc: 0.7186, loss_cls: 2.3264, loss: 2.3264, grad_norm: 4.4394 2020-07-24 12:22:25,421 - mmaction - INFO - Epoch [4][140/940] lr: 1.000e-02, eta: 23:26:32, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.4467, top5_acc: 0.7059, loss_cls: 2.3778, loss: 2.3778, grad_norm: 4.5580 2020-07-24 12:22:39,687 - mmaction - INFO - Epoch [4][160/940] lr: 1.000e-02, eta: 23:24:03, time: 0.714, data_time: 0.003, memory: 8344, top1_acc: 0.4676, top5_acc: 0.7133, loss_cls: 2.3324, loss: 2.3324, grad_norm: 4.4738 2020-07-24 12:22:55,428 - mmaction - INFO - Epoch [4][180/940] lr: 1.000e-02, eta: 23:22:20, time: 0.787, data_time: 0.006, memory: 8344, top1_acc: 0.4623, top5_acc: 0.7096, loss_cls: 2.3392, loss: 2.3392, grad_norm: 4.4582 2020-07-24 12:23:08,124 - mmaction - INFO - Epoch [4][200/940] lr: 1.000e-02, eta: 23:19:08, time: 0.636, data_time: 0.004, memory: 8344, top1_acc: 0.4605, top5_acc: 0.7119, loss_cls: 2.3847, loss: 2.3847, grad_norm: 4.4607 2020-07-24 12:23:23,660 - mmaction - INFO - Epoch [4][220/940] lr: 1.000e-02, eta: 23:17:22, time: 0.776, data_time: 0.002, memory: 8344, top1_acc: 0.4635, top5_acc: 0.7121, loss_cls: 2.3280, loss: 2.3280, grad_norm: 4.4212 2020-07-24 12:23:38,566 - mmaction - INFO - Epoch [4][240/940] lr: 1.000e-02, eta: 23:15:18, time: 0.745, data_time: 0.004, memory: 8344, top1_acc: 0.4648, top5_acc: 0.7066, loss_cls: 2.3377, loss: 2.3377, grad_norm: 4.4693 2020-07-24 12:23:54,272 - mmaction - INFO - Epoch [4][260/940] lr: 1.000e-02, eta: 23:13:40, time: 0.785, data_time: 0.003, memory: 8344, top1_acc: 0.4576, top5_acc: 0.7037, loss_cls: 2.3509, loss: 2.3509, grad_norm: 4.4850 2020-07-24 12:24:06,351 - mmaction - INFO - Epoch [4][280/940] lr: 1.000e-02, eta: 23:10:16, time: 0.604, data_time: 0.004, memory: 8344, top1_acc: 0.4676, top5_acc: 0.7188, loss_cls: 2.3313, loss: 2.3313, grad_norm: 4.4299 2020-07-24 12:24:22,666 - mmaction - INFO - Epoch [4][300/940] lr: 1.000e-02, eta: 23:08:59, time: 0.817, data_time: 0.005, memory: 8344, top1_acc: 0.4705, top5_acc: 0.7082, loss_cls: 2.3672, loss: 2.3672, grad_norm: 4.4765 2020-07-24 12:24:37,265 - mmaction - INFO - Epoch [4][320/940] lr: 1.000e-02, eta: 23:06:52, time: 0.730, data_time: 0.008, memory: 8344, top1_acc: 0.4561, top5_acc: 0.7135, loss_cls: 2.3390, loss: 2.3390, grad_norm: 4.4657 2020-07-24 12:24:49,681 - mmaction - INFO - Epoch [4][340/940] lr: 1.000e-02, eta: 23:03:42, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.4607, top5_acc: 0.7150, loss_cls: 2.3292, loss: 2.3292, grad_norm: 4.4987 2020-07-24 12:25:04,661 - mmaction - INFO - Epoch [4][360/940] lr: 1.000e-02, eta: 23:01:52, time: 0.753, data_time: 0.171, memory: 8344, top1_acc: 0.4652, top5_acc: 0.7203, loss_cls: 2.3320, loss: 2.3320, grad_norm: 4.5132 2020-07-24 12:25:18,870 - mmaction - INFO - Epoch [4][380/940] lr: 1.000e-02, eta: 22:59:39, time: 0.710, data_time: 0.016, memory: 8344, top1_acc: 0.4537, top5_acc: 0.7111, loss_cls: 2.3549, loss: 2.3549, grad_norm: 4.5191 2020-07-24 12:25:33,981 - mmaction - INFO - Epoch [4][400/940] lr: 1.000e-02, eta: 22:57:52, time: 0.755, data_time: 0.052, memory: 8344, top1_acc: 0.4547, top5_acc: 0.7096, loss_cls: 2.3649, loss: 2.3649, grad_norm: 4.5250 2020-07-24 12:25:46,906 - mmaction - INFO - Epoch [4][420/940] lr: 1.000e-02, eta: 22:55:06, time: 0.647, data_time: 0.004, memory: 8344, top1_acc: 0.4633, top5_acc: 0.7096, loss_cls: 2.3313, loss: 2.3313, grad_norm: 4.5349 2020-07-24 12:26:02,522 - mmaction - INFO - Epoch [4][440/940] lr: 1.000e-02, eta: 22:53:36, time: 0.780, data_time: 0.004, memory: 8344, top1_acc: 0.4584, top5_acc: 0.7090, loss_cls: 2.3546, loss: 2.3546, grad_norm: 4.5020 2020-07-24 12:26:18,406 - mmaction - INFO - Epoch [4][460/940] lr: 1.000e-02, eta: 22:52:15, time: 0.794, data_time: 0.004, memory: 8344, top1_acc: 0.4586, top5_acc: 0.6990, loss_cls: 2.3684, loss: 2.3684, grad_norm: 4.4879 2020-07-24 12:26:31,365 - mmaction - INFO - Epoch [4][480/940] lr: 1.000e-02, eta: 22:49:34, time: 0.647, data_time: 0.004, memory: 8344, top1_acc: 0.4537, top5_acc: 0.7074, loss_cls: 2.3586, loss: 2.3586, grad_norm: 4.4946 2020-07-24 12:26:46,476 - mmaction - INFO - Epoch [4][500/940] lr: 1.000e-02, eta: 22:47:54, time: 0.756, data_time: 0.004, memory: 8344, top1_acc: 0.4488, top5_acc: 0.7068, loss_cls: 2.3706, loss: 2.3706, grad_norm: 4.5165 2020-07-24 12:27:00,929 - mmaction - INFO - Epoch [4][520/940] lr: 1.000e-02, eta: 22:45:57, time: 0.723, data_time: 0.003, memory: 8344, top1_acc: 0.4455, top5_acc: 0.7047, loss_cls: 2.3866, loss: 2.3866, grad_norm: 4.5116 2020-07-24 12:27:15,989 - mmaction - INFO - Epoch [4][540/940] lr: 1.000e-02, eta: 22:44:17, time: 0.753, data_time: 0.003, memory: 8344, top1_acc: 0.4559, top5_acc: 0.7082, loss_cls: 2.3569, loss: 2.3569, grad_norm: 4.5069 2020-07-24 12:27:41,065 - mmaction - INFO - Epoch [4][560/940] lr: 1.000e-02, eta: 22:47:05, time: 1.250, data_time: 0.004, memory: 8344, top1_acc: 0.4572, top5_acc: 0.7164, loss_cls: 2.3330, loss: 2.3330, grad_norm: 4.5277 2020-07-24 12:27:57,730 - mmaction - INFO - Epoch [4][580/940] lr: 1.000e-02, eta: 22:46:10, time: 0.836, data_time: 0.008, memory: 8344, top1_acc: 0.4545, top5_acc: 0.7004, loss_cls: 2.3735, loss: 2.3735, grad_norm: 4.5885 2020-07-24 12:28:12,185 - mmaction - INFO - Epoch [4][600/940] lr: 1.000e-02, eta: 22:44:17, time: 0.725, data_time: 0.006, memory: 8344, top1_acc: 0.4637, top5_acc: 0.7094, loss_cls: 2.3696, loss: 2.3696, grad_norm: 4.4645 2020-07-24 12:28:24,658 - mmaction - INFO - Epoch [4][620/940] lr: 1.000e-02, eta: 22:41:30, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.4664, top5_acc: 0.7186, loss_cls: 2.3162, loss: 2.3162, grad_norm: 4.4678 2020-07-24 12:28:38,954 - mmaction - INFO - Epoch [4][640/940] lr: 1.000e-02, eta: 22:39:34, time: 0.715, data_time: 0.091, memory: 8344, top1_acc: 0.4613, top5_acc: 0.7123, loss_cls: 2.3380, loss: 2.3380, grad_norm: 4.5219 2020-07-24 12:28:53,514 - mmaction - INFO - Epoch [4][660/940] lr: 1.000e-02, eta: 22:37:47, time: 0.729, data_time: 0.115, memory: 8344, top1_acc: 0.4611, top5_acc: 0.7133, loss_cls: 2.3666, loss: 2.3666, grad_norm: 4.4715 2020-07-24 12:29:07,212 - mmaction - INFO - Epoch [4][680/940] lr: 1.000e-02, eta: 22:35:37, time: 0.683, data_time: 0.022, memory: 8344, top1_acc: 0.4656, top5_acc: 0.7084, loss_cls: 2.3144, loss: 2.3144, grad_norm: 4.4789 2020-07-24 12:29:22,741 - mmaction - INFO - Epoch [4][700/940] lr: 1.000e-02, eta: 22:34:16, time: 0.776, data_time: 0.017, memory: 8344, top1_acc: 0.4641, top5_acc: 0.7211, loss_cls: 2.2901, loss: 2.2901, grad_norm: 4.5415 2020-07-24 12:29:35,251 - mmaction - INFO - Epoch [4][720/940] lr: 1.000e-02, eta: 22:31:39, time: 0.626, data_time: 0.005, memory: 8344, top1_acc: 0.4646, top5_acc: 0.7193, loss_cls: 2.3086, loss: 2.3086, grad_norm: 4.4756 2020-07-24 12:29:49,610 - mmaction - INFO - Epoch [4][740/940] lr: 1.000e-02, eta: 22:29:51, time: 0.719, data_time: 0.005, memory: 8344, top1_acc: 0.4688, top5_acc: 0.7260, loss_cls: 2.2915, loss: 2.2915, grad_norm: 4.5505 2020-07-24 12:30:03,431 - mmaction - INFO - Epoch [4][760/940] lr: 1.000e-02, eta: 22:27:49, time: 0.691, data_time: 0.017, memory: 8344, top1_acc: 0.4682, top5_acc: 0.7166, loss_cls: 2.3534, loss: 2.3534, grad_norm: 4.5057 2020-07-24 12:30:19,192 - mmaction - INFO - Epoch [4][780/940] lr: 1.000e-02, eta: 22:26:38, time: 0.788, data_time: 0.003, memory: 8344, top1_acc: 0.4617, top5_acc: 0.7059, loss_cls: 2.3592, loss: 2.3592, grad_norm: 4.5402 2020-07-24 12:30:34,197 - mmaction - INFO - Epoch [4][800/940] lr: 1.000e-02, eta: 22:25:09, time: 0.751, data_time: 0.036, memory: 8344, top1_acc: 0.4543, top5_acc: 0.7145, loss_cls: 2.3546, loss: 2.3546, grad_norm: 4.5490 2020-07-24 12:30:48,219 - mmaction - INFO - Epoch [4][820/940] lr: 1.000e-02, eta: 22:23:15, time: 0.700, data_time: 0.003, memory: 8344, top1_acc: 0.4627, top5_acc: 0.7131, loss_cls: 2.3416, loss: 2.3416, grad_norm: 4.5118 2020-07-24 12:31:00,834 - mmaction - INFO - Epoch [4][840/940] lr: 1.000e-02, eta: 22:20:49, time: 0.632, data_time: 0.004, memory: 8344, top1_acc: 0.4656, top5_acc: 0.7096, loss_cls: 2.3530, loss: 2.3530, grad_norm: 4.5594 2020-07-24 12:31:14,708 - mmaction - INFO - Epoch [4][860/940] lr: 1.000e-02, eta: 22:18:55, time: 0.694, data_time: 0.003, memory: 8344, top1_acc: 0.4605, top5_acc: 0.7102, loss_cls: 2.3463, loss: 2.3463, grad_norm: 4.5509 2020-07-24 12:31:29,380 - mmaction - INFO - Epoch [4][880/940] lr: 1.000e-02, eta: 22:17:20, time: 0.732, data_time: 0.002, memory: 8344, top1_acc: 0.4619, top5_acc: 0.7104, loss_cls: 2.3337, loss: 2.3337, grad_norm: 4.5082 2020-07-24 12:31:43,068 - mmaction - INFO - Epoch [4][900/940] lr: 1.000e-02, eta: 22:15:22, time: 0.683, data_time: 0.005, memory: 8344, top1_acc: 0.4537, top5_acc: 0.7021, loss_cls: 2.3800, loss: 2.3800, grad_norm: 4.5708 2020-07-24 12:31:59,461 - mmaction - INFO - Epoch [4][920/940] lr: 1.000e-02, eta: 22:14:33, time: 0.821, data_time: 0.005, memory: 8344, top1_acc: 0.4611, top5_acc: 0.7059, loss_cls: 2.3530, loss: 2.3530, grad_norm: 4.5499 2020-07-24 12:32:10,910 - mmaction - INFO - Epoch [4][940/940] lr: 1.000e-02, eta: 22:11:45, time: 0.574, data_time: 0.004, memory: 8344, top1_acc: 0.4679, top5_acc: 0.7071, loss_cls: 2.3252, loss: 2.3252, grad_norm: 4.4837 2020-07-24 12:35:14,487 - mmaction - INFO - Epoch [5][20/940] lr: 1.000e-02, eta: 23:14:40, time: 8.832, data_time: 7.994, memory: 8344, top1_acc: 0.4660, top5_acc: 0.7148, loss_cls: 2.3131, loss: 2.3131, grad_norm: 4.5645 2020-07-24 12:35:26,019 - mmaction - INFO - Epoch [5][40/940] lr: 1.000e-02, eta: 23:11:34, time: 0.576, data_time: 0.002, memory: 8344, top1_acc: 0.4756, top5_acc: 0.7297, loss_cls: 2.2584, loss: 2.2584, grad_norm: 4.4379 2020-07-24 12:35:40,590 - mmaction - INFO - Epoch [5][60/940] lr: 1.000e-02, eta: 23:09:43, time: 0.729, data_time: 0.004, memory: 8344, top1_acc: 0.4750, top5_acc: 0.7199, loss_cls: 2.3020, loss: 2.3020, grad_norm: 4.4403 2020-07-24 12:35:54,975 - mmaction - INFO - Epoch [5][80/940] lr: 1.000e-02, eta: 23:07:49, time: 0.720, data_time: 0.003, memory: 8344, top1_acc: 0.4723, top5_acc: 0.7180, loss_cls: 2.2907, loss: 2.2907, grad_norm: 4.5425 2020-07-24 12:36:06,628 - mmaction - INFO - Epoch [5][100/940] lr: 1.000e-02, eta: 23:04:51, time: 0.582, data_time: 0.003, memory: 8344, top1_acc: 0.4828, top5_acc: 0.7334, loss_cls: 2.2156, loss: 2.2156, grad_norm: 4.4915 2020-07-24 12:36:23,271 - mmaction - INFO - Epoch [5][120/940] lr: 1.000e-02, eta: 23:03:50, time: 0.832, data_time: 0.061, memory: 8344, top1_acc: 0.4811, top5_acc: 0.7246, loss_cls: 2.2621, loss: 2.2621, grad_norm: 4.4817 2020-07-24 12:36:35,319 - mmaction - INFO - Epoch [5][140/940] lr: 1.000e-02, eta: 23:01:04, time: 0.602, data_time: 0.005, memory: 8344, top1_acc: 0.4674, top5_acc: 0.7189, loss_cls: 2.3148, loss: 2.3148, grad_norm: 4.4901 2020-07-24 12:36:49,754 - mmaction - INFO - Epoch [5][160/940] lr: 1.000e-02, eta: 22:59:16, time: 0.724, data_time: 0.004, memory: 8344, top1_acc: 0.4656, top5_acc: 0.7254, loss_cls: 2.2847, loss: 2.2847, grad_norm: 4.5287 2020-07-24 12:37:05,101 - mmaction - INFO - Epoch [5][180/940] lr: 1.000e-02, eta: 22:57:48, time: 0.767, data_time: 0.002, memory: 8344, top1_acc: 0.4717, top5_acc: 0.7246, loss_cls: 2.2711, loss: 2.2711, grad_norm: 4.4884 2020-07-24 12:37:19,962 - mmaction - INFO - Epoch [5][200/940] lr: 1.000e-02, eta: 22:56:10, time: 0.744, data_time: 0.003, memory: 8344, top1_acc: 0.4699, top5_acc: 0.7172, loss_cls: 2.2991, loss: 2.2991, grad_norm: 4.5169 2020-07-24 12:37:32,338 - mmaction - INFO - Epoch [5][220/940] lr: 1.000e-02, eta: 22:53:37, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.4734, top5_acc: 0.7277, loss_cls: 2.2678, loss: 2.2678, grad_norm: 4.5557 2020-07-24 12:37:48,145 - mmaction - INFO - Epoch [5][240/940] lr: 1.000e-02, eta: 22:52:22, time: 0.790, data_time: 0.004, memory: 8344, top1_acc: 0.4729, top5_acc: 0.7338, loss_cls: 2.2436, loss: 2.2436, grad_norm: 4.5053 2020-07-24 12:37:59,812 - mmaction - INFO - Epoch [5][260/940] lr: 1.000e-02, eta: 22:49:36, time: 0.585, data_time: 0.004, memory: 8344, top1_acc: 0.4695, top5_acc: 0.7205, loss_cls: 2.2835, loss: 2.2835, grad_norm: 4.5422 2020-07-24 12:38:14,090 - mmaction - INFO - Epoch [5][280/940] lr: 1.000e-02, eta: 22:47:48, time: 0.713, data_time: 0.039, memory: 8344, top1_acc: 0.4744, top5_acc: 0.7270, loss_cls: 2.2677, loss: 2.2677, grad_norm: 4.5275 2020-07-24 12:38:28,511 - mmaction - INFO - Epoch [5][300/940] lr: 1.000e-02, eta: 22:46:06, time: 0.721, data_time: 0.003, memory: 8344, top1_acc: 0.4807, top5_acc: 0.7268, loss_cls: 2.2555, loss: 2.2555, grad_norm: 4.5043 2020-07-24 12:38:42,498 - mmaction - INFO - Epoch [5][320/940] lr: 1.000e-02, eta: 22:44:14, time: 0.699, data_time: 0.002, memory: 8344, top1_acc: 0.4855, top5_acc: 0.7342, loss_cls: 2.2257, loss: 2.2257, grad_norm: 4.4673 2020-07-24 12:38:56,137 - mmaction - INFO - Epoch [5][340/940] lr: 1.000e-02, eta: 22:42:15, time: 0.682, data_time: 0.003, memory: 8344, top1_acc: 0.4867, top5_acc: 0.7318, loss_cls: 2.2076, loss: 2.2076, grad_norm: 4.4953 2020-07-24 12:39:09,359 - mmaction - INFO - Epoch [5][360/940] lr: 1.000e-02, eta: 22:40:09, time: 0.661, data_time: 0.003, memory: 8344, top1_acc: 0.4662, top5_acc: 0.7053, loss_cls: 2.3371, loss: 2.3371, grad_norm: 4.5729 2020-07-24 12:39:24,862 - mmaction - INFO - Epoch [5][380/940] lr: 1.000e-02, eta: 22:38:53, time: 0.775, data_time: 0.005, memory: 8344, top1_acc: 0.4809, top5_acc: 0.7240, loss_cls: 2.2616, loss: 2.2616, grad_norm: 4.5929 2020-07-24 12:39:39,296 - mmaction - INFO - Epoch [5][400/940] lr: 1.000e-02, eta: 22:37:15, time: 0.722, data_time: 0.003, memory: 8344, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2700, loss: 2.2700, grad_norm: 4.5598 2020-07-24 12:39:53,754 - mmaction - INFO - Epoch [5][420/940] lr: 1.000e-02, eta: 22:35:38, time: 0.723, data_time: 0.003, memory: 8344, top1_acc: 0.4791, top5_acc: 0.7381, loss_cls: 2.2199, loss: 2.2199, grad_norm: 4.5261 2020-07-24 12:40:05,775 - mmaction - INFO - Epoch [5][440/940] lr: 1.000e-02, eta: 22:33:09, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.4680, top5_acc: 0.7186, loss_cls: 2.3024, loss: 2.3024, grad_norm: 4.5787 2020-07-24 12:40:19,605 - mmaction - INFO - Epoch [5][460/940] lr: 1.000e-02, eta: 22:31:21, time: 0.692, data_time: 0.003, memory: 8344, top1_acc: 0.4844, top5_acc: 0.7303, loss_cls: 2.2267, loss: 2.2267, grad_norm: 4.4633 2020-07-24 12:40:33,611 - mmaction - INFO - Epoch [5][480/940] lr: 1.000e-02, eta: 22:29:37, time: 0.700, data_time: 0.028, memory: 8344, top1_acc: 0.4682, top5_acc: 0.7137, loss_cls: 2.3225, loss: 2.3225, grad_norm: 4.6002 2020-07-24 12:40:47,786 - mmaction - INFO - Epoch [5][500/940] lr: 1.000e-02, eta: 22:27:57, time: 0.708, data_time: 0.003, memory: 8344, top1_acc: 0.4783, top5_acc: 0.7225, loss_cls: 2.2802, loss: 2.2802, grad_norm: 4.5528 2020-07-24 12:41:02,760 - mmaction - INFO - Epoch [5][520/940] lr: 1.000e-02, eta: 22:26:36, time: 0.750, data_time: 0.003, memory: 8344, top1_acc: 0.4660, top5_acc: 0.7211, loss_cls: 2.2862, loss: 2.2862, grad_norm: 4.5938 2020-07-24 12:41:15,328 - mmaction - INFO - Epoch [5][540/940] lr: 1.000e-02, eta: 22:24:24, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.4771, top5_acc: 0.7209, loss_cls: 2.2878, loss: 2.2878, grad_norm: 4.5664 2020-07-24 12:41:31,014 - mmaction - INFO - Epoch [5][560/940] lr: 1.000e-02, eta: 22:23:18, time: 0.784, data_time: 0.003, memory: 8344, top1_acc: 0.4793, top5_acc: 0.7213, loss_cls: 2.2741, loss: 2.2741, grad_norm: 4.5829 2020-07-24 12:41:43,637 - mmaction - INFO - Epoch [5][580/940] lr: 1.000e-02, eta: 22:21:09, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.4859, top5_acc: 0.7361, loss_cls: 2.1988, loss: 2.1988, grad_norm: 4.4683 2020-07-24 12:41:58,075 - mmaction - INFO - Epoch [5][600/940] lr: 1.000e-02, eta: 22:19:39, time: 0.722, data_time: 0.003, memory: 8344, top1_acc: 0.4682, top5_acc: 0.7189, loss_cls: 2.2977, loss: 2.2977, grad_norm: 4.5982 2020-07-24 12:42:13,186 - mmaction - INFO - Epoch [5][620/940] lr: 1.000e-02, eta: 22:18:24, time: 0.756, data_time: 0.003, memory: 8344, top1_acc: 0.4906, top5_acc: 0.7365, loss_cls: 2.2154, loss: 2.2154, grad_norm: 4.6053 2020-07-24 12:42:25,718 - mmaction - INFO - Epoch [5][640/940] lr: 1.000e-02, eta: 22:16:16, time: 0.626, data_time: 0.004, memory: 8344, top1_acc: 0.4598, top5_acc: 0.7145, loss_cls: 2.3061, loss: 2.3061, grad_norm: 4.6303 2020-07-24 12:42:39,606 - mmaction - INFO - Epoch [5][660/940] lr: 1.000e-02, eta: 22:14:37, time: 0.694, data_time: 0.003, memory: 8344, top1_acc: 0.4725, top5_acc: 0.7307, loss_cls: 2.2460, loss: 2.2460, grad_norm: 4.5805 2020-07-24 12:42:55,169 - mmaction - INFO - Epoch [5][680/940] lr: 1.000e-02, eta: 22:13:32, time: 0.778, data_time: 0.003, memory: 8344, top1_acc: 0.4801, top5_acc: 0.7279, loss_cls: 2.2798, loss: 2.2798, grad_norm: 4.5095 2020-07-24 12:43:07,265 - mmaction - INFO - Epoch [5][700/940] lr: 1.000e-02, eta: 22:11:18, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.4684, top5_acc: 0.7262, loss_cls: 2.2470, loss: 2.2470, grad_norm: 4.5777 2020-07-24 12:43:23,106 - mmaction - INFO - Epoch [5][720/940] lr: 1.000e-02, eta: 22:10:21, time: 0.794, data_time: 0.004, memory: 8344, top1_acc: 0.4639, top5_acc: 0.7219, loss_cls: 2.2709, loss: 2.2709, grad_norm: 4.5356 2020-07-24 12:43:35,067 - mmaction - INFO - Epoch [5][740/940] lr: 1.000e-02, eta: 22:08:06, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.4752, top5_acc: 0.7229, loss_cls: 2.2759, loss: 2.2759, grad_norm: 4.5478 2020-07-24 12:43:50,962 - mmaction - INFO - Epoch [5][760/940] lr: 1.000e-02, eta: 22:07:10, time: 0.794, data_time: 0.074, memory: 8344, top1_acc: 0.4637, top5_acc: 0.7145, loss_cls: 2.3234, loss: 2.3234, grad_norm: 4.6044 2020-07-24 12:44:05,260 - mmaction - INFO - Epoch [5][780/940] lr: 1.000e-02, eta: 22:05:44, time: 0.715, data_time: 0.003, memory: 8344, top1_acc: 0.4832, top5_acc: 0.7217, loss_cls: 2.2559, loss: 2.2559, grad_norm: 4.5137 2020-07-24 12:44:17,358 - mmaction - INFO - Epoch [5][800/940] lr: 1.000e-02, eta: 22:03:34, time: 0.606, data_time: 0.006, memory: 8344, top1_acc: 0.4676, top5_acc: 0.7104, loss_cls: 2.3162, loss: 2.3162, grad_norm: 4.5712 2020-07-24 12:44:32,659 - mmaction - INFO - Epoch [5][820/940] lr: 1.000e-02, eta: 22:02:29, time: 0.765, data_time: 0.003, memory: 8344, top1_acc: 0.4680, top5_acc: 0.7162, loss_cls: 2.2850, loss: 2.2850, grad_norm: 4.5640 2020-07-24 12:44:45,360 - mmaction - INFO - Epoch [5][840/940] lr: 1.000e-02, eta: 22:00:32, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.4799, top5_acc: 0.7193, loss_cls: 2.2732, loss: 2.2732, grad_norm: 4.5599 2020-07-24 12:44:59,536 - mmaction - INFO - Epoch [5][860/940] lr: 1.000e-02, eta: 21:59:06, time: 0.710, data_time: 0.005, memory: 8344, top1_acc: 0.4756, top5_acc: 0.7246, loss_cls: 2.2512, loss: 2.2512, grad_norm: 4.4970 2020-07-24 12:45:14,494 - mmaction - INFO - Epoch [5][880/940] lr: 1.000e-02, eta: 21:57:55, time: 0.748, data_time: 0.005, memory: 8344, top1_acc: 0.4869, top5_acc: 0.7316, loss_cls: 2.2241, loss: 2.2241, grad_norm: 4.5484 2020-07-24 12:45:27,800 - mmaction - INFO - Epoch [5][900/940] lr: 1.000e-02, eta: 21:56:14, time: 0.667, data_time: 0.074, memory: 8344, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.2694, loss: 2.2694, grad_norm: 4.5523 2020-07-24 12:45:42,985 - mmaction - INFO - Epoch [5][920/940] lr: 1.000e-02, eta: 21:55:09, time: 0.759, data_time: 0.040, memory: 8344, top1_acc: 0.4707, top5_acc: 0.7199, loss_cls: 2.2802, loss: 2.2802, grad_norm: 4.5409 2020-07-24 12:45:54,183 - mmaction - INFO - Epoch [5][940/940] lr: 1.000e-02, eta: 21:52:48, time: 0.560, data_time: 0.003, memory: 8344, top1_acc: 0.4789, top5_acc: 0.7276, loss_cls: 2.2549, loss: 2.2549, grad_norm: 4.5510 2020-07-24 12:45:59,444 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-07-24 12:48:28,906 - mmaction - INFO - Epoch [6][20/940] lr: 1.000e-02, eta: 22:33:55, time: 7.449, data_time: 6.631, memory: 8344, top1_acc: 0.4922, top5_acc: 0.7396, loss_cls: 2.1933, loss: 2.1933, grad_norm: 4.5225 2020-07-24 12:48:40,723 - mmaction - INFO - Epoch [6][40/940] lr: 1.000e-02, eta: 22:31:36, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.4920, top5_acc: 0.7377, loss_cls: 2.2198, loss: 2.2198, grad_norm: 4.5235 2020-07-24 12:48:52,645 - mmaction - INFO - Epoch [6][60/940] lr: 1.000e-02, eta: 22:29:21, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.4898, top5_acc: 0.7328, loss_cls: 2.1794, loss: 2.1794, grad_norm: 4.5666 2020-07-24 12:49:07,156 - mmaction - INFO - Epoch [6][80/940] lr: 1.000e-02, eta: 22:27:55, time: 0.725, data_time: 0.003, memory: 8344, top1_acc: 0.4793, top5_acc: 0.7252, loss_cls: 2.2664, loss: 2.2664, grad_norm: 4.6187 2020-07-24 12:49:21,356 - mmaction - INFO - Epoch [6][100/940] lr: 1.000e-02, eta: 22:26:24, time: 0.712, data_time: 0.005, memory: 8344, top1_acc: 0.5010, top5_acc: 0.7426, loss_cls: 2.1604, loss: 2.1604, grad_norm: 4.5162 2020-07-24 12:49:35,378 - mmaction - INFO - Epoch [6][120/940] lr: 1.000e-02, eta: 22:24:50, time: 0.701, data_time: 0.002, memory: 8344, top1_acc: 0.4938, top5_acc: 0.7389, loss_cls: 2.1952, loss: 2.1952, grad_norm: 4.4835 2020-07-24 12:49:47,912 - mmaction - INFO - Epoch [6][140/940] lr: 1.000e-02, eta: 22:22:50, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.4908, top5_acc: 0.7361, loss_cls: 2.1872, loss: 2.1872, grad_norm: 4.5405 2020-07-24 12:50:02,335 - mmaction - INFO - Epoch [6][160/940] lr: 1.000e-02, eta: 22:21:25, time: 0.721, data_time: 0.004, memory: 8344, top1_acc: 0.4908, top5_acc: 0.7340, loss_cls: 2.2138, loss: 2.2138, grad_norm: 4.5873 2020-07-24 12:50:14,193 - mmaction - INFO - Epoch [6][180/940] lr: 1.000e-02, eta: 22:19:13, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.4885, top5_acc: 0.7361, loss_cls: 2.1917, loss: 2.1917, grad_norm: 4.6166 2020-07-24 12:50:29,328 - mmaction - INFO - Epoch [6][200/940] lr: 1.000e-02, eta: 22:18:02, time: 0.755, data_time: 0.003, memory: 8344, top1_acc: 0.4871, top5_acc: 0.7346, loss_cls: 2.2196, loss: 2.2196, grad_norm: 4.5633 2020-07-24 12:50:43,537 - mmaction - INFO - Epoch [6][220/940] lr: 1.000e-02, eta: 22:16:36, time: 0.712, data_time: 0.005, memory: 8344, top1_acc: 0.4863, top5_acc: 0.7350, loss_cls: 2.2139, loss: 2.2139, grad_norm: 4.5332 2020-07-24 12:50:55,501 - mmaction - INFO - Epoch [6][240/940] lr: 1.000e-02, eta: 22:14:29, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.4777, top5_acc: 0.7217, loss_cls: 2.2505, loss: 2.2505, grad_norm: 4.6102 2020-07-24 12:51:09,619 - mmaction - INFO - Epoch [6][260/940] lr: 1.000e-02, eta: 22:13:01, time: 0.705, data_time: 0.072, memory: 8344, top1_acc: 0.4896, top5_acc: 0.7336, loss_cls: 2.2116, loss: 2.2116, grad_norm: 4.5489 2020-07-24 12:51:23,531 - mmaction - INFO - Epoch [6][280/940] lr: 1.000e-02, eta: 22:11:31, time: 0.697, data_time: 0.022, memory: 8344, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1905, loss: 2.1905, grad_norm: 4.5399 2020-07-24 12:51:38,889 - mmaction - INFO - Epoch [6][300/940] lr: 1.000e-02, eta: 22:10:27, time: 0.767, data_time: 0.004, memory: 8344, top1_acc: 0.4869, top5_acc: 0.7338, loss_cls: 2.2069, loss: 2.2069, grad_norm: 4.5587 2020-07-24 12:51:51,337 - mmaction - INFO - Epoch [6][320/940] lr: 1.000e-02, eta: 22:08:31, time: 0.623, data_time: 0.004, memory: 8344, top1_acc: 0.4916, top5_acc: 0.7367, loss_cls: 2.1873, loss: 2.1873, grad_norm: 4.5212 2020-07-24 12:52:05,770 - mmaction - INFO - Epoch [6][340/940] lr: 1.000e-02, eta: 22:07:12, time: 0.721, data_time: 0.004, memory: 8344, top1_acc: 0.4859, top5_acc: 0.7393, loss_cls: 2.1962, loss: 2.1962, grad_norm: 4.5261 2020-07-24 12:52:19,285 - mmaction - INFO - Epoch [6][360/940] lr: 1.000e-02, eta: 22:05:37, time: 0.676, data_time: 0.004, memory: 8344, top1_acc: 0.4875, top5_acc: 0.7199, loss_cls: 2.2416, loss: 2.2416, grad_norm: 4.5406 2020-07-24 12:52:34,396 - mmaction - INFO - Epoch [6][380/940] lr: 1.000e-02, eta: 22:04:31, time: 0.756, data_time: 0.005, memory: 8344, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2186, loss: 2.2186, grad_norm: 4.5556 2020-07-24 12:52:45,998 - mmaction - INFO - Epoch [6][400/940] lr: 1.000e-02, eta: 22:02:23, time: 0.580, data_time: 0.003, memory: 8344, top1_acc: 0.4719, top5_acc: 0.7199, loss_cls: 2.2361, loss: 2.2361, grad_norm: 4.5718 2020-07-24 12:53:01,981 - mmaction - INFO - Epoch [6][420/940] lr: 1.000e-02, eta: 22:01:33, time: 0.799, data_time: 0.003, memory: 8344, top1_acc: 0.4918, top5_acc: 0.7391, loss_cls: 2.2121, loss: 2.2121, grad_norm: 4.5291 2020-07-24 12:53:13,993 - mmaction - INFO - Epoch [6][440/940] lr: 1.000e-02, eta: 21:59:35, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.4912, top5_acc: 0.7316, loss_cls: 2.2103, loss: 2.2103, grad_norm: 4.5047 2020-07-24 12:53:29,847 - mmaction - INFO - Epoch [6][460/940] lr: 1.000e-02, eta: 21:58:43, time: 0.792, data_time: 0.003, memory: 8344, top1_acc: 0.4871, top5_acc: 0.7314, loss_cls: 2.2066, loss: 2.2066, grad_norm: 4.5698 2020-07-24 12:53:41,960 - mmaction - INFO - Epoch [6][480/940] lr: 1.000e-02, eta: 21:56:47, time: 0.606, data_time: 0.013, memory: 8344, top1_acc: 0.5018, top5_acc: 0.7463, loss_cls: 2.1602, loss: 2.1602, grad_norm: 4.4946 2020-07-24 12:53:55,371 - mmaction - INFO - Epoch [6][500/940] lr: 1.000e-02, eta: 21:55:15, time: 0.671, data_time: 0.021, memory: 8344, top1_acc: 0.4930, top5_acc: 0.7373, loss_cls: 2.1839, loss: 2.1839, grad_norm: 4.5814 2020-07-24 12:54:09,497 - mmaction - INFO - Epoch [6][520/940] lr: 1.000e-02, eta: 21:53:55, time: 0.706, data_time: 0.002, memory: 8344, top1_acc: 0.4783, top5_acc: 0.7340, loss_cls: 2.2231, loss: 2.2231, grad_norm: 4.5997 2020-07-24 12:54:23,429 - mmaction - INFO - Epoch [6][540/940] lr: 1.000e-02, eta: 21:52:32, time: 0.697, data_time: 0.003, memory: 8344, top1_acc: 0.4930, top5_acc: 0.7451, loss_cls: 2.1572, loss: 2.1572, grad_norm: 4.5298 2020-07-24 12:54:36,492 - mmaction - INFO - Epoch [6][560/940] lr: 1.000e-02, eta: 21:50:56, time: 0.653, data_time: 0.003, memory: 8344, top1_acc: 0.4879, top5_acc: 0.7287, loss_cls: 2.2152, loss: 2.2152, grad_norm: 4.6192 2020-07-24 12:54:51,556 - mmaction - INFO - Epoch [6][580/940] lr: 1.000e-02, eta: 21:49:53, time: 0.753, data_time: 0.002, memory: 8344, top1_acc: 0.4863, top5_acc: 0.7281, loss_cls: 2.2155, loss: 2.2155, grad_norm: 4.6799 2020-07-24 12:55:06,111 - mmaction - INFO - Epoch [6][600/940] lr: 1.000e-02, eta: 21:48:42, time: 0.728, data_time: 0.004, memory: 8344, top1_acc: 0.4914, top5_acc: 0.7350, loss_cls: 2.1945, loss: 2.1945, grad_norm: 4.5347 2020-07-24 12:55:20,579 - mmaction - INFO - Epoch [6][620/940] lr: 1.000e-02, eta: 21:47:31, time: 0.723, data_time: 0.004, memory: 8344, top1_acc: 0.4850, top5_acc: 0.7326, loss_cls: 2.2000, loss: 2.2000, grad_norm: 4.5725 2020-07-24 12:55:34,843 - mmaction - INFO - Epoch [6][640/940] lr: 1.000e-02, eta: 21:46:16, time: 0.714, data_time: 0.004, memory: 8344, top1_acc: 0.4799, top5_acc: 0.7340, loss_cls: 2.2277, loss: 2.2277, grad_norm: 4.6044 2020-07-24 12:55:47,053 - mmaction - INFO - Epoch [6][660/940] lr: 1.000e-02, eta: 21:44:28, time: 0.611, data_time: 0.004, memory: 8344, top1_acc: 0.4814, top5_acc: 0.7252, loss_cls: 2.2453, loss: 2.2453, grad_norm: 4.6834 2020-07-24 12:56:00,543 - mmaction - INFO - Epoch [6][680/940] lr: 1.000e-02, eta: 21:43:01, time: 0.671, data_time: 0.010, memory: 8344, top1_acc: 0.4818, top5_acc: 0.7336, loss_cls: 2.2330, loss: 2.2330, grad_norm: 4.5613 2020-07-24 12:56:14,032 - mmaction - INFO - Epoch [6][700/940] lr: 1.000e-02, eta: 21:41:36, time: 0.678, data_time: 0.007, memory: 8344, top1_acc: 0.4900, top5_acc: 0.7295, loss_cls: 2.2446, loss: 2.2446, grad_norm: 4.6016 2020-07-24 12:56:27,669 - mmaction - INFO - Epoch [6][720/940] lr: 1.000e-02, eta: 21:40:13, time: 0.682, data_time: 0.010, memory: 8344, top1_acc: 0.4764, top5_acc: 0.7289, loss_cls: 2.2357, loss: 2.2357, grad_norm: 4.6391 2020-07-24 12:56:42,314 - mmaction - INFO - Epoch [6][740/940] lr: 1.000e-02, eta: 21:39:07, time: 0.732, data_time: 0.006, memory: 8344, top1_acc: 0.4824, top5_acc: 0.7299, loss_cls: 2.2294, loss: 2.2294, grad_norm: 4.5633 2020-07-24 12:56:55,369 - mmaction - INFO - Epoch [6][760/940] lr: 1.000e-02, eta: 21:37:32, time: 0.641, data_time: 0.004, memory: 8344, top1_acc: 0.4738, top5_acc: 0.7266, loss_cls: 2.2329, loss: 2.2329, grad_norm: 4.5904 2020-07-24 12:57:08,853 - mmaction - INFO - Epoch [6][780/940] lr: 1.000e-02, eta: 21:36:12, time: 0.685, data_time: 0.016, memory: 8344, top1_acc: 0.4904, top5_acc: 0.7312, loss_cls: 2.2157, loss: 2.2157, grad_norm: 4.5694 2020-07-24 12:57:23,828 - mmaction - INFO - Epoch [6][800/940] lr: 1.000e-02, eta: 21:35:12, time: 0.748, data_time: 0.004, memory: 8344, top1_acc: 0.4928, top5_acc: 0.7395, loss_cls: 2.2152, loss: 2.2152, grad_norm: 4.5727 2020-07-24 12:57:35,512 - mmaction - INFO - Epoch [6][820/940] lr: 1.000e-02, eta: 21:33:21, time: 0.586, data_time: 0.004, memory: 8344, top1_acc: 0.4793, top5_acc: 0.7320, loss_cls: 2.2076, loss: 2.2076, grad_norm: 4.6242 2020-07-24 12:57:50,336 - mmaction - INFO - Epoch [6][840/940] lr: 1.000e-02, eta: 21:32:20, time: 0.740, data_time: 0.002, memory: 8344, top1_acc: 0.4871, top5_acc: 0.7354, loss_cls: 2.2118, loss: 2.2118, grad_norm: 4.5830 2020-07-24 12:58:02,399 - mmaction - INFO - Epoch [6][860/940] lr: 1.000e-02, eta: 21:30:35, time: 0.603, data_time: 0.004, memory: 8344, top1_acc: 0.4947, top5_acc: 0.7312, loss_cls: 2.2148, loss: 2.2148, grad_norm: 4.5169 2020-07-24 12:58:18,119 - mmaction - INFO - Epoch [6][880/940] lr: 1.000e-02, eta: 21:29:50, time: 0.787, data_time: 0.004, memory: 8344, top1_acc: 0.5021, top5_acc: 0.7381, loss_cls: 2.1707, loss: 2.1707, grad_norm: 4.5038 2020-07-24 12:58:32,755 - mmaction - INFO - Epoch [6][900/940] lr: 1.000e-02, eta: 21:28:47, time: 0.731, data_time: 0.002, memory: 8344, top1_acc: 0.4873, top5_acc: 0.7357, loss_cls: 2.1941, loss: 2.1941, grad_norm: 4.6000 2020-07-24 12:58:44,628 - mmaction - INFO - Epoch [6][920/940] lr: 1.000e-02, eta: 21:27:01, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.4826, top5_acc: 0.7314, loss_cls: 2.2398, loss: 2.2398, grad_norm: 4.6349 2020-07-24 12:58:58,850 - mmaction - INFO - Epoch [6][940/940] lr: 1.000e-02, eta: 21:25:52, time: 0.712, data_time: 0.003, memory: 8344, top1_acc: 0.4770, top5_acc: 0.7309, loss_cls: 2.2117, loss: 2.2117, grad_norm: 4.6280 2020-07-24 13:01:47,154 - mmaction - INFO - Epoch [7][20/940] lr: 1.000e-02, eta: 22:03:14, time: 8.109, data_time: 7.357, memory: 8344, top1_acc: 0.4898, top5_acc: 0.7432, loss_cls: 2.1497, loss: 2.1497, grad_norm: 4.5496 2020-07-24 13:02:02,123 - mmaction - INFO - Epoch [7][40/940] lr: 1.000e-02, eta: 22:02:09, time: 0.749, data_time: 0.004, memory: 8344, top1_acc: 0.4969, top5_acc: 0.7496, loss_cls: 2.1353, loss: 2.1353, grad_norm: 4.5863 2020-07-24 13:02:14,353 - mmaction - INFO - Epoch [7][60/940] lr: 1.000e-02, eta: 22:00:22, time: 0.612, data_time: 0.003, memory: 8344, top1_acc: 0.4982, top5_acc: 0.7389, loss_cls: 2.1734, loss: 2.1734, grad_norm: 4.5739 2020-07-24 13:02:26,981 - mmaction - INFO - Epoch [7][80/940] lr: 1.000e-02, eta: 21:58:42, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1808, loss: 2.1808, grad_norm: 4.5617 2020-07-24 13:02:41,564 - mmaction - INFO - Epoch [7][100/940] lr: 1.000e-02, eta: 21:57:33, time: 0.728, data_time: 0.002, memory: 8344, top1_acc: 0.4971, top5_acc: 0.7414, loss_cls: 2.1382, loss: 2.1382, grad_norm: 4.5394 2020-07-24 13:02:55,998 - mmaction - INFO - Epoch [7][120/940] lr: 1.000e-02, eta: 21:56:22, time: 0.722, data_time: 0.003, memory: 8344, top1_acc: 0.4994, top5_acc: 0.7455, loss_cls: 2.1210, loss: 2.1210, grad_norm: 4.5589 2020-07-24 13:03:09,973 - mmaction - INFO - Epoch [7][140/940] lr: 1.000e-02, eta: 21:55:04, time: 0.698, data_time: 0.003, memory: 8344, top1_acc: 0.5090, top5_acc: 0.7447, loss_cls: 2.1226, loss: 2.1226, grad_norm: 4.5657 2020-07-24 13:03:21,682 - mmaction - INFO - Epoch [7][160/940] lr: 1.000e-02, eta: 21:53:12, time: 0.586, data_time: 0.004, memory: 8344, top1_acc: 0.5004, top5_acc: 0.7402, loss_cls: 2.1732, loss: 2.1732, grad_norm: 4.6159 2020-07-24 13:03:36,434 - mmaction - INFO - Epoch [7][180/940] lr: 1.000e-02, eta: 21:52:07, time: 0.736, data_time: 0.011, memory: 8344, top1_acc: 0.4994, top5_acc: 0.7449, loss_cls: 2.1318, loss: 2.1318, grad_norm: 4.5674 2020-07-24 13:03:50,713 - mmaction - INFO - Epoch [7][200/940] lr: 1.000e-02, eta: 21:50:55, time: 0.715, data_time: 0.005, memory: 8344, top1_acc: 0.5025, top5_acc: 0.7494, loss_cls: 2.1134, loss: 2.1134, grad_norm: 4.5910 2020-07-24 13:04:02,661 - mmaction - INFO - Epoch [7][220/940] lr: 1.000e-02, eta: 21:49:09, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.4916, top5_acc: 0.7264, loss_cls: 2.2028, loss: 2.2028, grad_norm: 4.6144 2020-07-24 13:04:17,390 - mmaction - INFO - Epoch [7][240/940] lr: 1.000e-02, eta: 21:48:04, time: 0.736, data_time: 0.009, memory: 8344, top1_acc: 0.5039, top5_acc: 0.7504, loss_cls: 2.1108, loss: 2.1108, grad_norm: 4.5113 2020-07-24 13:04:31,436 - mmaction - INFO - Epoch [7][260/940] lr: 1.000e-02, eta: 21:46:50, time: 0.702, data_time: 0.004, memory: 8344, top1_acc: 0.4955, top5_acc: 0.7379, loss_cls: 2.1655, loss: 2.1655, grad_norm: 4.5734 2020-07-24 13:04:43,487 - mmaction - INFO - Epoch [7][280/940] lr: 1.000e-02, eta: 21:45:07, time: 0.603, data_time: 0.004, memory: 8344, top1_acc: 0.4971, top5_acc: 0.7471, loss_cls: 2.1511, loss: 2.1511, grad_norm: 4.6093 2020-07-24 13:04:57,736 - mmaction - INFO - Epoch [7][300/940] lr: 1.000e-02, eta: 21:43:57, time: 0.713, data_time: 0.003, memory: 8344, top1_acc: 0.4994, top5_acc: 0.7471, loss_cls: 2.1306, loss: 2.1306, grad_norm: 4.6302 2020-07-24 13:05:12,006 - mmaction - INFO - Epoch [7][320/940] lr: 1.000e-02, eta: 21:42:47, time: 0.713, data_time: 0.004, memory: 8344, top1_acc: 0.4975, top5_acc: 0.7383, loss_cls: 2.1622, loss: 2.1622, grad_norm: 4.5669 2020-07-24 13:05:24,125 - mmaction - INFO - Epoch [7][340/940] lr: 1.000e-02, eta: 21:41:07, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.4871, top5_acc: 0.7393, loss_cls: 2.1900, loss: 2.1900, grad_norm: 4.6093 2020-07-24 13:05:40,061 - mmaction - INFO - Epoch [7][360/940] lr: 1.000e-02, eta: 21:40:22, time: 0.795, data_time: 0.003, memory: 8344, top1_acc: 0.4957, top5_acc: 0.7316, loss_cls: 2.1934, loss: 2.1934, grad_norm: 4.6648 2020-07-24 13:05:53,938 - mmaction - INFO - Epoch [7][380/940] lr: 1.000e-02, eta: 21:39:08, time: 0.695, data_time: 0.005, memory: 8344, top1_acc: 0.4912, top5_acc: 0.7357, loss_cls: 2.1964, loss: 2.1964, grad_norm: 4.6692 2020-07-24 13:06:07,710 - mmaction - INFO - Epoch [7][400/940] lr: 1.000e-02, eta: 21:37:53, time: 0.689, data_time: 0.003, memory: 8344, top1_acc: 0.4939, top5_acc: 0.7344, loss_cls: 2.1853, loss: 2.1853, grad_norm: 4.6084 2020-07-24 13:06:21,960 - mmaction - INFO - Epoch [7][420/940] lr: 1.000e-02, eta: 21:36:45, time: 0.712, data_time: 0.006, memory: 8344, top1_acc: 0.4906, top5_acc: 0.7443, loss_cls: 2.1603, loss: 2.1603, grad_norm: 4.5862 2020-07-24 13:06:33,995 - mmaction - INFO - Epoch [7][440/940] lr: 1.000e-02, eta: 21:35:06, time: 0.601, data_time: 0.004, memory: 8344, top1_acc: 0.4916, top5_acc: 0.7297, loss_cls: 2.2109, loss: 2.2109, grad_norm: 4.6351 2020-07-24 13:06:48,763 - mmaction - INFO - Epoch [7][460/940] lr: 1.000e-02, eta: 21:34:06, time: 0.739, data_time: 0.004, memory: 8344, top1_acc: 0.5045, top5_acc: 0.7393, loss_cls: 2.1209, loss: 2.1209, grad_norm: 4.5462 2020-07-24 13:07:02,763 - mmaction - INFO - Epoch [7][480/940] lr: 1.000e-02, eta: 21:32:56, time: 0.700, data_time: 0.004, memory: 8344, top1_acc: 0.4951, top5_acc: 0.7402, loss_cls: 2.1699, loss: 2.1699, grad_norm: 4.6275 2020-07-24 13:07:14,499 - mmaction - INFO - Epoch [7][500/940] lr: 1.000e-02, eta: 21:31:13, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.5035, top5_acc: 0.7420, loss_cls: 2.1410, loss: 2.1410, grad_norm: 4.5188 2020-07-24 13:07:28,968 - mmaction - INFO - Epoch [7][520/940] lr: 1.000e-02, eta: 21:30:10, time: 0.723, data_time: 0.003, memory: 8344, top1_acc: 0.4863, top5_acc: 0.7443, loss_cls: 2.1655, loss: 2.1655, grad_norm: 4.5769 2020-07-24 13:07:41,044 - mmaction - INFO - Epoch [7][540/940] lr: 1.000e-02, eta: 21:28:34, time: 0.604, data_time: 0.021, memory: 8344, top1_acc: 0.4846, top5_acc: 0.7381, loss_cls: 2.1919, loss: 2.1919, grad_norm: 4.6106 2020-07-24 13:07:54,603 - mmaction - INFO - Epoch [7][560/940] lr: 1.000e-02, eta: 21:27:19, time: 0.678, data_time: 0.022, memory: 8344, top1_acc: 0.4979, top5_acc: 0.7436, loss_cls: 2.1582, loss: 2.1582, grad_norm: 4.6528 2020-07-24 13:08:09,025 - mmaction - INFO - Epoch [7][580/940] lr: 1.000e-02, eta: 21:26:17, time: 0.721, data_time: 0.019, memory: 8344, top1_acc: 0.5078, top5_acc: 0.7512, loss_cls: 2.1106, loss: 2.1106, grad_norm: 4.5885 2020-07-24 13:08:21,162 - mmaction - INFO - Epoch [7][600/940] lr: 1.000e-02, eta: 21:24:43, time: 0.607, data_time: 0.005, memory: 8344, top1_acc: 0.4893, top5_acc: 0.7400, loss_cls: 2.1896, loss: 2.1896, grad_norm: 4.6795 2020-07-24 13:08:34,367 - mmaction - INFO - Epoch [7][620/940] lr: 1.000e-02, eta: 21:23:24, time: 0.660, data_time: 0.056, memory: 8344, top1_acc: 0.4859, top5_acc: 0.7371, loss_cls: 2.2109, loss: 2.2109, grad_norm: 4.6564 2020-07-24 13:08:49,444 - mmaction - INFO - Epoch [7][640/940] lr: 1.000e-02, eta: 21:22:31, time: 0.753, data_time: 0.004, memory: 8344, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.1554, loss: 2.1554, grad_norm: 4.6404 2020-07-24 13:09:01,486 - mmaction - INFO - Epoch [7][660/940] lr: 1.000e-02, eta: 21:20:58, time: 0.604, data_time: 0.005, memory: 8344, top1_acc: 0.4986, top5_acc: 0.7393, loss_cls: 2.1537, loss: 2.1537, grad_norm: 4.6036 2020-07-24 13:09:15,091 - mmaction - INFO - Epoch [7][680/940] lr: 1.000e-02, eta: 21:19:46, time: 0.680, data_time: 0.004, memory: 8344, top1_acc: 0.4955, top5_acc: 0.7395, loss_cls: 2.1746, loss: 2.1746, grad_norm: 4.6366 2020-07-24 13:09:29,777 - mmaction - INFO - Epoch [7][700/940] lr: 1.000e-02, eta: 21:18:49, time: 0.734, data_time: 0.003, memory: 8344, top1_acc: 0.5100, top5_acc: 0.7523, loss_cls: 2.1131, loss: 2.1131, grad_norm: 4.5554 2020-07-24 13:09:43,825 - mmaction - INFO - Epoch [7][720/940] lr: 1.000e-02, eta: 21:17:44, time: 0.704, data_time: 0.004, memory: 8344, top1_acc: 0.4910, top5_acc: 0.7373, loss_cls: 2.1709, loss: 2.1709, grad_norm: 4.5510 2020-07-24 13:09:58,270 - mmaction - INFO - Epoch [7][740/940] lr: 1.000e-02, eta: 21:16:44, time: 0.721, data_time: 0.003, memory: 8344, top1_acc: 0.4863, top5_acc: 0.7328, loss_cls: 2.2110, loss: 2.2110, grad_norm: 4.6157 2020-07-24 13:10:12,390 - mmaction - INFO - Epoch [7][760/940] lr: 1.000e-02, eta: 21:15:41, time: 0.706, data_time: 0.003, memory: 8344, top1_acc: 0.4959, top5_acc: 0.7502, loss_cls: 2.1344, loss: 2.1344, grad_norm: 4.6740 2020-07-24 13:10:23,989 - mmaction - INFO - Epoch [7][780/940] lr: 1.000e-02, eta: 21:14:03, time: 0.579, data_time: 0.003, memory: 8344, top1_acc: 0.4898, top5_acc: 0.7512, loss_cls: 2.1719, loss: 2.1719, grad_norm: 4.6128 2020-07-24 13:10:38,919 - mmaction - INFO - Epoch [7][800/940] lr: 1.000e-02, eta: 21:13:12, time: 0.748, data_time: 0.003, memory: 8344, top1_acc: 0.5070, top5_acc: 0.7420, loss_cls: 2.1346, loss: 2.1346, grad_norm: 4.5941 2020-07-24 13:10:53,000 - mmaction - INFO - Epoch [7][820/940] lr: 1.000e-02, eta: 21:12:08, time: 0.704, data_time: 0.002, memory: 8344, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1239, loss: 2.1239, grad_norm: 4.5407 2020-07-24 13:11:04,650 - mmaction - INFO - Epoch [7][840/940] lr: 1.000e-02, eta: 21:10:33, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.4936, top5_acc: 0.7350, loss_cls: 2.1758, loss: 2.1758, grad_norm: 4.6311 2020-07-24 13:11:19,128 - mmaction - INFO - Epoch [7][860/940] lr: 1.000e-02, eta: 21:09:36, time: 0.723, data_time: 0.003, memory: 8344, top1_acc: 0.4979, top5_acc: 0.7479, loss_cls: 2.1456, loss: 2.1456, grad_norm: 4.6449 2020-07-24 13:11:31,444 - mmaction - INFO - Epoch [7][880/940] lr: 1.000e-02, eta: 21:08:10, time: 0.617, data_time: 0.004, memory: 8344, top1_acc: 0.4904, top5_acc: 0.7352, loss_cls: 2.1986, loss: 2.1986, grad_norm: 4.5763 2020-07-24 13:11:44,480 - mmaction - INFO - Epoch [7][900/940] lr: 1.000e-02, eta: 21:06:54, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.4957, top5_acc: 0.7395, loss_cls: 2.1844, loss: 2.1844, grad_norm: 4.5668 2020-07-24 13:11:59,531 - mmaction - INFO - Epoch [7][920/940] lr: 1.000e-02, eta: 21:06:06, time: 0.752, data_time: 0.002, memory: 8344, top1_acc: 0.4951, top5_acc: 0.7484, loss_cls: 2.1429, loss: 2.1429, grad_norm: 4.5810 2020-07-24 13:12:12,605 - mmaction - INFO - Epoch [7][940/940] lr: 1.000e-02, eta: 21:04:51, time: 0.654, data_time: 0.003, memory: 8344, top1_acc: 0.4996, top5_acc: 0.7396, loss_cls: 2.1557, loss: 2.1557, grad_norm: 4.6984 2020-07-24 13:14:42,845 - mmaction - INFO - Epoch [8][20/940] lr: 1.000e-02, eta: 21:32:01, time: 7.087, data_time: 6.339, memory: 8344, top1_acc: 0.5098, top5_acc: 0.7504, loss_cls: 2.1094, loss: 2.1094, grad_norm: 4.5899 2020-07-24 13:14:54,591 - mmaction - INFO - Epoch [8][40/940] lr: 1.000e-02, eta: 21:30:24, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5045, top5_acc: 0.7467, loss_cls: 2.1480, loss: 2.1480, grad_norm: 4.6194 2020-07-24 13:15:08,082 - mmaction - INFO - Epoch [8][60/940] lr: 1.000e-02, eta: 21:29:11, time: 0.674, data_time: 0.003, memory: 8344, top1_acc: 0.5000, top5_acc: 0.7410, loss_cls: 2.1524, loss: 2.1524, grad_norm: 4.6002 2020-07-24 13:15:21,025 - mmaction - INFO - Epoch [8][80/940] lr: 1.000e-02, eta: 21:27:51, time: 0.648, data_time: 0.004, memory: 8344, top1_acc: 0.5049, top5_acc: 0.7479, loss_cls: 2.1115, loss: 2.1115, grad_norm: 4.5857 2020-07-24 13:15:34,668 - mmaction - INFO - Epoch [8][100/940] lr: 1.000e-02, eta: 21:26:40, time: 0.681, data_time: 0.002, memory: 8344, top1_acc: 0.5119, top5_acc: 0.7562, loss_cls: 2.0951, loss: 2.0951, grad_norm: 4.5773 2020-07-24 13:15:49,035 - mmaction - INFO - Epoch [8][120/940] lr: 1.000e-02, eta: 21:25:40, time: 0.719, data_time: 0.004, memory: 8344, top1_acc: 0.5049, top5_acc: 0.7479, loss_cls: 2.1150, loss: 2.1150, grad_norm: 4.5661 2020-07-24 13:16:00,600 - mmaction - INFO - Epoch [8][140/940] lr: 1.000e-02, eta: 21:24:02, time: 0.578, data_time: 0.002, memory: 8344, top1_acc: 0.4938, top5_acc: 0.7443, loss_cls: 2.1639, loss: 2.1639, grad_norm: 4.6379 2020-07-24 13:16:14,610 - mmaction - INFO - Epoch [8][160/940] lr: 1.000e-02, eta: 21:22:58, time: 0.700, data_time: 0.002, memory: 8344, top1_acc: 0.5025, top5_acc: 0.7480, loss_cls: 2.1249, loss: 2.1249, grad_norm: 4.6381 2020-07-24 13:16:27,373 - mmaction - INFO - Epoch [8][180/940] lr: 1.000e-02, eta: 21:21:37, time: 0.638, data_time: 0.003, memory: 8344, top1_acc: 0.4973, top5_acc: 0.7441, loss_cls: 2.1335, loss: 2.1335, grad_norm: 4.6219 2020-07-24 13:16:39,185 - mmaction - INFO - Epoch [8][200/940] lr: 1.000e-02, eta: 21:20:05, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5090, top5_acc: 0.7576, loss_cls: 2.1002, loss: 2.1002, grad_norm: 4.6169 2020-07-24 13:16:54,606 - mmaction - INFO - Epoch [8][220/940] lr: 1.000e-02, eta: 21:19:19, time: 0.769, data_time: 0.002, memory: 8344, top1_acc: 0.5074, top5_acc: 0.7455, loss_cls: 2.1071, loss: 2.1071, grad_norm: 4.5884 2020-07-24 13:17:08,536 - mmaction - INFO - Epoch [8][240/940] lr: 1.000e-02, eta: 21:18:14, time: 0.696, data_time: 0.005, memory: 8344, top1_acc: 0.5049, top5_acc: 0.7465, loss_cls: 2.1221, loss: 2.1221, grad_norm: 4.6058 2020-07-24 13:17:20,611 - mmaction - INFO - Epoch [8][260/940] lr: 1.000e-02, eta: 21:16:46, time: 0.605, data_time: 0.004, memory: 8344, top1_acc: 0.5057, top5_acc: 0.7453, loss_cls: 2.1125, loss: 2.1125, grad_norm: 4.5622 2020-07-24 13:17:34,842 - mmaction - INFO - Epoch [8][280/940] lr: 1.000e-02, eta: 21:15:46, time: 0.711, data_time: 0.003, memory: 8344, top1_acc: 0.5070, top5_acc: 0.7549, loss_cls: 2.0796, loss: 2.0796, grad_norm: 4.5724 2020-07-24 13:17:48,962 - mmaction - INFO - Epoch [8][300/940] lr: 1.000e-02, eta: 21:14:45, time: 0.707, data_time: 0.005, memory: 8344, top1_acc: 0.4865, top5_acc: 0.7342, loss_cls: 2.2040, loss: 2.2040, grad_norm: 4.6392 2020-07-24 13:18:01,259 - mmaction - INFO - Epoch [8][320/940] lr: 1.000e-02, eta: 21:13:21, time: 0.615, data_time: 0.004, memory: 8344, top1_acc: 0.5105, top5_acc: 0.7457, loss_cls: 2.1056, loss: 2.1056, grad_norm: 4.4949 2020-07-24 13:18:12,974 - mmaction - INFO - Epoch [8][340/940] lr: 1.000e-02, eta: 21:11:50, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5010, top5_acc: 0.7404, loss_cls: 2.1588, loss: 2.1588, grad_norm: 4.6490 2020-07-24 13:18:27,938 - mmaction - INFO - Epoch [8][360/940] lr: 1.000e-02, eta: 21:11:00, time: 0.748, data_time: 0.003, memory: 8344, top1_acc: 0.5088, top5_acc: 0.7506, loss_cls: 2.1055, loss: 2.1055, grad_norm: 4.5769 2020-07-24 13:18:39,720 - mmaction - INFO - Epoch [8][380/940] lr: 1.000e-02, eta: 21:09:31, time: 0.589, data_time: 0.004, memory: 8344, top1_acc: 0.4988, top5_acc: 0.7385, loss_cls: 2.1726, loss: 2.1726, grad_norm: 4.6498 2020-07-24 13:18:52,711 - mmaction - INFO - Epoch [8][400/940] lr: 1.000e-02, eta: 21:08:17, time: 0.649, data_time: 0.018, memory: 8344, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.0803, loss: 2.0803, grad_norm: 4.6042 2020-07-24 13:19:07,459 - mmaction - INFO - Epoch [8][420/940] lr: 1.000e-02, eta: 21:07:26, time: 0.739, data_time: 0.005, memory: 8344, top1_acc: 0.5143, top5_acc: 0.7506, loss_cls: 2.0711, loss: 2.0711, grad_norm: 4.6293 2020-07-24 13:19:21,056 - mmaction - INFO - Epoch [8][440/940] lr: 1.000e-02, eta: 21:06:20, time: 0.679, data_time: 0.006, memory: 8344, top1_acc: 0.4939, top5_acc: 0.7393, loss_cls: 2.1497, loss: 2.1497, grad_norm: 4.6250 2020-07-24 13:19:33,085 - mmaction - INFO - Epoch [8][460/940] lr: 1.000e-02, eta: 21:04:55, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5004, top5_acc: 0.7396, loss_cls: 2.1475, loss: 2.1475, grad_norm: 4.6539 2020-07-24 13:19:47,543 - mmaction - INFO - Epoch [8][480/940] lr: 1.000e-02, eta: 21:04:01, time: 0.722, data_time: 0.004, memory: 8344, top1_acc: 0.5080, top5_acc: 0.7443, loss_cls: 2.1415, loss: 2.1415, grad_norm: 4.5989 2020-07-24 13:20:00,932 - mmaction - INFO - Epoch [8][500/940] lr: 1.000e-02, eta: 21:02:54, time: 0.671, data_time: 0.005, memory: 8344, top1_acc: 0.5119, top5_acc: 0.7514, loss_cls: 2.1125, loss: 2.1125, grad_norm: 4.5239 2020-07-24 13:20:14,803 - mmaction - INFO - Epoch [8][520/940] lr: 1.000e-02, eta: 21:01:53, time: 0.692, data_time: 0.002, memory: 8344, top1_acc: 0.4988, top5_acc: 0.7439, loss_cls: 2.1402, loss: 2.1402, grad_norm: 4.6687 2020-07-24 13:20:26,933 - mmaction - INFO - Epoch [8][540/940] lr: 1.000e-02, eta: 21:00:31, time: 0.607, data_time: 0.006, memory: 8344, top1_acc: 0.4982, top5_acc: 0.7428, loss_cls: 2.1495, loss: 2.1495, grad_norm: 4.5739 2020-07-24 13:20:39,774 - mmaction - INFO - Epoch [8][560/940] lr: 1.000e-02, eta: 20:59:18, time: 0.641, data_time: 0.004, memory: 8344, top1_acc: 0.5012, top5_acc: 0.7371, loss_cls: 2.1759, loss: 2.1759, grad_norm: 4.6385 2020-07-24 13:20:54,193 - mmaction - INFO - Epoch [8][580/940] lr: 1.000e-02, eta: 20:58:24, time: 0.722, data_time: 0.003, memory: 8344, top1_acc: 0.5209, top5_acc: 0.7604, loss_cls: 2.0497, loss: 2.0497, grad_norm: 4.4653 2020-07-24 13:21:08,413 - mmaction - INFO - Epoch [8][600/940] lr: 1.000e-02, eta: 20:57:28, time: 0.710, data_time: 0.003, memory: 8344, top1_acc: 0.4988, top5_acc: 0.7504, loss_cls: 2.1276, loss: 2.1276, grad_norm: 4.5609 2020-07-24 13:21:20,111 - mmaction - INFO - Epoch [8][620/940] lr: 1.000e-02, eta: 20:56:02, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.5195, top5_acc: 0.7574, loss_cls: 2.0878, loss: 2.0878, grad_norm: 4.4584 2020-07-24 13:21:34,764 - mmaction - INFO - Epoch [8][640/940] lr: 1.000e-02, eta: 20:55:12, time: 0.732, data_time: 0.003, memory: 8344, top1_acc: 0.4943, top5_acc: 0.7393, loss_cls: 2.1655, loss: 2.1655, grad_norm: 4.5919 2020-07-24 13:21:49,336 - mmaction - INFO - Epoch [8][660/940] lr: 1.000e-02, eta: 20:54:22, time: 0.729, data_time: 0.003, memory: 8344, top1_acc: 0.4994, top5_acc: 0.7504, loss_cls: 2.1218, loss: 2.1218, grad_norm: 4.5724 2020-07-24 13:22:00,907 - mmaction - INFO - Epoch [8][680/940] lr: 1.000e-02, eta: 20:52:56, time: 0.579, data_time: 0.004, memory: 8344, top1_acc: 0.5121, top5_acc: 0.7502, loss_cls: 2.0898, loss: 2.0898, grad_norm: 4.5248 2020-07-24 13:22:15,721 - mmaction - INFO - Epoch [8][700/940] lr: 1.000e-02, eta: 20:52:08, time: 0.740, data_time: 0.002, memory: 8344, top1_acc: 0.4979, top5_acc: 0.7354, loss_cls: 2.1526, loss: 2.1526, grad_norm: 4.6241 2020-07-24 13:22:28,113 - mmaction - INFO - Epoch [8][720/940] lr: 1.000e-02, eta: 20:50:52, time: 0.619, data_time: 0.004, memory: 8344, top1_acc: 0.4918, top5_acc: 0.7430, loss_cls: 2.1676, loss: 2.1676, grad_norm: 4.6415 2020-07-24 13:22:41,452 - mmaction - INFO - Epoch [8][740/940] lr: 1.000e-02, eta: 20:49:48, time: 0.668, data_time: 0.004, memory: 8344, top1_acc: 0.5043, top5_acc: 0.7486, loss_cls: 2.1330, loss: 2.1330, grad_norm: 4.6579 2020-07-24 13:22:56,334 - mmaction - INFO - Epoch [8][760/940] lr: 1.000e-02, eta: 20:49:02, time: 0.743, data_time: 0.002, memory: 8344, top1_acc: 0.4959, top5_acc: 0.7473, loss_cls: 2.1441, loss: 2.1441, grad_norm: 4.6401 2020-07-24 13:23:10,680 - mmaction - INFO - Epoch [8][780/940] lr: 1.000e-02, eta: 20:48:10, time: 0.717, data_time: 0.003, memory: 8344, top1_acc: 0.5062, top5_acc: 0.7494, loss_cls: 2.1038, loss: 2.1038, grad_norm: 4.6368 2020-07-24 13:23:22,488 - mmaction - INFO - Epoch [8][800/940] lr: 1.000e-02, eta: 20:46:48, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.4955, top5_acc: 0.7408, loss_cls: 2.1632, loss: 2.1632, grad_norm: 4.6342 2020-07-24 13:23:36,839 - mmaction - INFO - Epoch [8][820/940] lr: 1.000e-02, eta: 20:45:57, time: 0.718, data_time: 0.004, memory: 8344, top1_acc: 0.5027, top5_acc: 0.7500, loss_cls: 2.1137, loss: 2.1137, grad_norm: 4.5575 2020-07-24 13:23:48,504 - mmaction - INFO - Epoch [8][840/940] lr: 1.000e-02, eta: 20:44:34, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.5139, top5_acc: 0.7549, loss_cls: 2.0805, loss: 2.0805, grad_norm: 4.5653 2020-07-24 13:24:03,207 - mmaction - INFO - Epoch [8][860/940] lr: 1.000e-02, eta: 20:43:48, time: 0.736, data_time: 0.004, memory: 8344, top1_acc: 0.5014, top5_acc: 0.7484, loss_cls: 2.1363, loss: 2.1363, grad_norm: 4.6324 2020-07-24 13:24:16,954 - mmaction - INFO - Epoch [8][880/940] lr: 1.000e-02, eta: 20:42:49, time: 0.686, data_time: 0.002, memory: 8344, top1_acc: 0.5100, top5_acc: 0.7486, loss_cls: 2.1037, loss: 2.1037, grad_norm: 4.5964 2020-07-24 13:24:28,702 - mmaction - INFO - Epoch [8][900/940] lr: 1.000e-02, eta: 20:41:29, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.5051, top5_acc: 0.7430, loss_cls: 2.1396, loss: 2.1396, grad_norm: 4.5861 2020-07-24 13:24:42,016 - mmaction - INFO - Epoch [8][920/940] lr: 1.000e-02, eta: 20:40:27, time: 0.667, data_time: 0.005, memory: 8344, top1_acc: 0.5090, top5_acc: 0.7422, loss_cls: 2.1373, loss: 2.1373, grad_norm: 4.6330 2020-07-24 13:24:54,235 - mmaction - INFO - Epoch [8][940/940] lr: 1.000e-02, eta: 20:39:12, time: 0.612, data_time: 0.003, memory: 8344, top1_acc: 0.5008, top5_acc: 0.7465, loss_cls: 2.1291, loss: 2.1291, grad_norm: 4.7033 2020-07-24 13:27:11,599 - mmaction - INFO - Epoch [9][20/940] lr: 1.000e-02, eta: 21:00:54, time: 6.609, data_time: 5.862, memory: 8344, top1_acc: 0.5127, top5_acc: 0.7559, loss_cls: 2.0832, loss: 2.0832, grad_norm: 4.5968 2020-07-24 13:27:24,591 - mmaction - INFO - Epoch [9][40/940] lr: 1.000e-02, eta: 20:59:45, time: 0.650, data_time: 0.003, memory: 8344, top1_acc: 0.5115, top5_acc: 0.7523, loss_cls: 2.0829, loss: 2.0829, grad_norm: 4.5770 2020-07-24 13:27:37,172 - mmaction - INFO - Epoch [9][60/940] lr: 1.000e-02, eta: 20:58:28, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.5193, top5_acc: 0.7592, loss_cls: 2.0383, loss: 2.0383, grad_norm: 4.5471 2020-07-24 13:27:51,158 - mmaction - INFO - Epoch [9][80/940] lr: 1.000e-02, eta: 20:57:34, time: 0.713, data_time: 0.018, memory: 8344, top1_acc: 0.5209, top5_acc: 0.7596, loss_cls: 2.0646, loss: 2.0646, grad_norm: 4.5291 2020-07-24 13:28:03,154 - mmaction - INFO - Epoch [9][100/940] lr: 1.000e-02, eta: 20:56:14, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5254, top5_acc: 0.7572, loss_cls: 2.0553, loss: 2.0553, grad_norm: 4.4385 2020-07-24 13:28:15,546 - mmaction - INFO - Epoch [9][120/940] lr: 1.000e-02, eta: 20:55:00, time: 0.620, data_time: 0.012, memory: 8344, top1_acc: 0.5176, top5_acc: 0.7506, loss_cls: 2.0699, loss: 2.0699, grad_norm: 4.5414 2020-07-24 13:28:28,207 - mmaction - INFO - Epoch [9][140/940] lr: 1.000e-02, eta: 20:53:49, time: 0.634, data_time: 0.023, memory: 8344, top1_acc: 0.5119, top5_acc: 0.7605, loss_cls: 2.0591, loss: 2.0591, grad_norm: 4.6201 2020-07-24 13:28:42,610 - mmaction - INFO - Epoch [9][160/940] lr: 1.000e-02, eta: 20:52:57, time: 0.719, data_time: 0.016, memory: 8344, top1_acc: 0.5135, top5_acc: 0.7521, loss_cls: 2.0917, loss: 2.0917, grad_norm: 4.5257 2020-07-24 13:28:56,461 - mmaction - INFO - Epoch [9][180/940] lr: 1.000e-02, eta: 20:52:00, time: 0.694, data_time: 0.005, memory: 8344, top1_acc: 0.5057, top5_acc: 0.7506, loss_cls: 2.1229, loss: 2.1229, grad_norm: 4.6190 2020-07-24 13:29:10,129 - mmaction - INFO - Epoch [9][200/940] lr: 1.000e-02, eta: 20:51:00, time: 0.683, data_time: 0.003, memory: 8344, top1_acc: 0.5123, top5_acc: 0.7557, loss_cls: 2.1006, loss: 2.1006, grad_norm: 4.5920 2020-07-24 13:29:24,741 - mmaction - INFO - Epoch [9][220/940] lr: 1.000e-02, eta: 20:50:12, time: 0.730, data_time: 0.003, memory: 8344, top1_acc: 0.5023, top5_acc: 0.7510, loss_cls: 2.1180, loss: 2.1180, grad_norm: 4.6847 2020-07-24 13:29:36,434 - mmaction - INFO - Epoch [9][240/940] lr: 1.000e-02, eta: 20:48:51, time: 0.585, data_time: 0.004, memory: 8344, top1_acc: 0.5025, top5_acc: 0.7502, loss_cls: 2.1049, loss: 2.1049, grad_norm: 4.6337 2020-07-24 13:29:51,390 - mmaction - INFO - Epoch [9][260/940] lr: 1.000e-02, eta: 20:48:07, time: 0.747, data_time: 0.003, memory: 8344, top1_acc: 0.5158, top5_acc: 0.7584, loss_cls: 2.0703, loss: 2.0703, grad_norm: 4.5937 2020-07-24 13:30:05,208 - mmaction - INFO - Epoch [9][280/940] lr: 1.000e-02, eta: 20:47:11, time: 0.692, data_time: 0.004, memory: 8344, top1_acc: 0.5152, top5_acc: 0.7602, loss_cls: 2.0592, loss: 2.0592, grad_norm: 4.6559 2020-07-24 13:30:17,651 - mmaction - INFO - Epoch [9][300/940] lr: 1.000e-02, eta: 20:45:59, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5264, top5_acc: 0.7596, loss_cls: 2.0477, loss: 2.0477, grad_norm: 4.6073 2020-07-24 13:30:29,679 - mmaction - INFO - Epoch [9][320/940] lr: 1.000e-02, eta: 20:44:43, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.5109, top5_acc: 0.7498, loss_cls: 2.1213, loss: 2.1213, grad_norm: 4.7236 2020-07-24 13:30:44,008 - mmaction - INFO - Epoch [9][340/940] lr: 1.000e-02, eta: 20:43:53, time: 0.717, data_time: 0.004, memory: 8344, top1_acc: 0.5109, top5_acc: 0.7494, loss_cls: 2.0982, loss: 2.0982, grad_norm: 4.6485 2020-07-24 13:30:55,926 - mmaction - INFO - Epoch [9][360/940] lr: 1.000e-02, eta: 20:42:36, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.4984, top5_acc: 0.7527, loss_cls: 2.1010, loss: 2.1010, grad_norm: 4.6495 2020-07-24 13:31:10,538 - mmaction - INFO - Epoch [9][380/940] lr: 1.000e-02, eta: 20:41:49, time: 0.730, data_time: 0.004, memory: 8344, top1_acc: 0.5047, top5_acc: 0.7443, loss_cls: 2.1269, loss: 2.1269, grad_norm: 4.6082 2020-07-24 13:31:22,912 - mmaction - INFO - Epoch [9][400/940] lr: 1.000e-02, eta: 20:40:38, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.5133, top5_acc: 0.7494, loss_cls: 2.0735, loss: 2.0735, grad_norm: 4.5955 2020-07-24 13:31:37,332 - mmaction - INFO - Epoch [9][420/940] lr: 1.000e-02, eta: 20:39:50, time: 0.721, data_time: 0.004, memory: 8344, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.0838, loss: 2.0838, grad_norm: 4.6257 2020-07-24 13:31:49,061 - mmaction - INFO - Epoch [9][440/940] lr: 1.000e-02, eta: 20:38:33, time: 0.587, data_time: 0.004, memory: 8344, top1_acc: 0.5135, top5_acc: 0.7512, loss_cls: 2.0825, loss: 2.0825, grad_norm: 4.5876 2020-07-24 13:32:01,775 - mmaction - INFO - Epoch [9][460/940] lr: 1.000e-02, eta: 20:37:26, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.5135, top5_acc: 0.7566, loss_cls: 2.0938, loss: 2.0938, grad_norm: 4.6076 2020-07-24 13:32:16,981 - mmaction - INFO - Epoch [9][480/940] lr: 1.000e-02, eta: 20:36:47, time: 0.760, data_time: 0.003, memory: 8344, top1_acc: 0.5100, top5_acc: 0.7619, loss_cls: 2.0671, loss: 2.0671, grad_norm: 4.5948 2020-07-24 13:32:31,524 - mmaction - INFO - Epoch [9][500/940] lr: 1.000e-02, eta: 20:36:00, time: 0.727, data_time: 0.004, memory: 8344, top1_acc: 0.5195, top5_acc: 0.7502, loss_cls: 2.0350, loss: 2.0350, grad_norm: 4.5091 2020-07-24 13:32:45,180 - mmaction - INFO - Epoch [9][520/940] lr: 1.000e-02, eta: 20:35:05, time: 0.684, data_time: 0.005, memory: 8344, top1_acc: 0.5092, top5_acc: 0.7527, loss_cls: 2.0990, loss: 2.0990, grad_norm: 4.7148 2020-07-24 13:32:57,287 - mmaction - INFO - Epoch [9][540/940] lr: 1.000e-02, eta: 20:33:53, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5217, top5_acc: 0.7494, loss_cls: 2.0717, loss: 2.0717, grad_norm: 4.5440 2020-07-24 13:33:11,771 - mmaction - INFO - Epoch [9][560/940] lr: 1.000e-02, eta: 20:33:06, time: 0.723, data_time: 0.003, memory: 8344, top1_acc: 0.5121, top5_acc: 0.7551, loss_cls: 2.0817, loss: 2.0817, grad_norm: 4.6055 2020-07-24 13:33:25,636 - mmaction - INFO - Epoch [9][580/940] lr: 1.000e-02, eta: 20:32:14, time: 0.694, data_time: 0.005, memory: 8344, top1_acc: 0.5072, top5_acc: 0.7479, loss_cls: 2.1078, loss: 2.1078, grad_norm: 4.6833 2020-07-24 13:33:37,825 - mmaction - INFO - Epoch [9][600/940] lr: 1.000e-02, eta: 20:31:03, time: 0.609, data_time: 0.003, memory: 8344, top1_acc: 0.5098, top5_acc: 0.7461, loss_cls: 2.1131, loss: 2.1131, grad_norm: 4.6787 2020-07-24 13:33:49,630 - mmaction - INFO - Epoch [9][620/940] lr: 1.000e-02, eta: 20:29:49, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5109, top5_acc: 0.7480, loss_cls: 2.1062, loss: 2.1062, grad_norm: 4.6160 2020-07-24 13:34:04,402 - mmaction - INFO - Epoch [9][640/940] lr: 1.000e-02, eta: 20:29:06, time: 0.739, data_time: 0.004, memory: 8344, top1_acc: 0.5064, top5_acc: 0.7465, loss_cls: 2.1046, loss: 2.1046, grad_norm: 4.6293 2020-07-24 13:34:16,331 - mmaction - INFO - Epoch [9][660/940] lr: 1.000e-02, eta: 20:27:54, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.5012, top5_acc: 0.7482, loss_cls: 2.1234, loss: 2.1234, grad_norm: 4.6048 2020-07-24 13:34:29,577 - mmaction - INFO - Epoch [9][680/940] lr: 1.000e-02, eta: 20:26:56, time: 0.661, data_time: 0.078, memory: 8344, top1_acc: 0.5201, top5_acc: 0.7557, loss_cls: 2.0540, loss: 2.0540, grad_norm: 4.5209 2020-07-24 13:34:42,273 - mmaction - INFO - Epoch [9][700/940] lr: 1.000e-02, eta: 20:25:52, time: 0.634, data_time: 0.052, memory: 8344, top1_acc: 0.5057, top5_acc: 0.7475, loss_cls: 2.1060, loss: 2.1060, grad_norm: 4.6134 2020-07-24 13:34:56,426 - mmaction - INFO - Epoch [9][720/940] lr: 1.000e-02, eta: 20:25:04, time: 0.709, data_time: 0.007, memory: 8344, top1_acc: 0.5146, top5_acc: 0.7557, loss_cls: 2.0588, loss: 2.0588, grad_norm: 4.5519 2020-07-24 13:35:08,053 - mmaction - INFO - Epoch [9][740/940] lr: 1.000e-02, eta: 20:23:50, time: 0.581, data_time: 0.003, memory: 8344, top1_acc: 0.5088, top5_acc: 0.7480, loss_cls: 2.1031, loss: 2.1031, grad_norm: 4.6006 2020-07-24 13:35:22,762 - mmaction - INFO - Epoch [9][760/940] lr: 1.000e-02, eta: 20:23:07, time: 0.735, data_time: 0.002, memory: 8344, top1_acc: 0.5127, top5_acc: 0.7447, loss_cls: 2.1089, loss: 2.1089, grad_norm: 4.6458 2020-07-24 13:35:37,072 - mmaction - INFO - Epoch [9][780/940] lr: 1.000e-02, eta: 20:22:21, time: 0.716, data_time: 0.004, memory: 8344, top1_acc: 0.5229, top5_acc: 0.7590, loss_cls: 2.0561, loss: 2.0561, grad_norm: 4.5416 2020-07-24 13:35:48,892 - mmaction - INFO - Epoch [9][800/940] lr: 1.000e-02, eta: 20:21:10, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5070, top5_acc: 0.7518, loss_cls: 2.0876, loss: 2.0876, grad_norm: 4.6237 2020-07-24 13:36:03,388 - mmaction - INFO - Epoch [9][820/940] lr: 1.000e-02, eta: 20:20:25, time: 0.724, data_time: 0.002, memory: 8344, top1_acc: 0.5139, top5_acc: 0.7555, loss_cls: 2.0718, loss: 2.0718, grad_norm: 4.5949 2020-07-24 13:36:17,677 - mmaction - INFO - Epoch [9][840/940] lr: 1.000e-02, eta: 20:19:40, time: 0.716, data_time: 0.004, memory: 8344, top1_acc: 0.5123, top5_acc: 0.7434, loss_cls: 2.1268, loss: 2.1268, grad_norm: 4.6100 2020-07-24 13:36:30,269 - mmaction - INFO - Epoch [9][860/940] lr: 1.000e-02, eta: 20:18:37, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5107, top5_acc: 0.7539, loss_cls: 2.0962, loss: 2.0962, grad_norm: 4.5901 2020-07-24 13:36:42,927 - mmaction - INFO - Epoch [9][880/940] lr: 1.000e-02, eta: 20:17:35, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.5115, top5_acc: 0.7529, loss_cls: 2.1008, loss: 2.1008, grad_norm: 4.5949 2020-07-24 13:36:57,029 - mmaction - INFO - Epoch [9][900/940] lr: 1.000e-02, eta: 20:16:47, time: 0.706, data_time: 0.004, memory: 8344, top1_acc: 0.5088, top5_acc: 0.7479, loss_cls: 2.0852, loss: 2.0852, grad_norm: 4.6008 2020-07-24 13:37:10,731 - mmaction - INFO - Epoch [9][920/940] lr: 1.000e-02, eta: 20:15:56, time: 0.685, data_time: 0.004, memory: 8344, top1_acc: 0.5061, top5_acc: 0.7428, loss_cls: 2.1193, loss: 2.1193, grad_norm: 4.6529 2020-07-24 13:37:22,182 - mmaction - INFO - Epoch [9][940/940] lr: 1.000e-02, eta: 20:14:43, time: 0.573, data_time: 0.003, memory: 8344, top1_acc: 0.5163, top5_acc: 0.7478, loss_cls: 2.0765, loss: 2.0765, grad_norm: 4.6544 2020-07-24 13:40:10,601 - mmaction - INFO - Epoch [10][20/940] lr: 1.000e-02, eta: 20:39:03, time: 8.175, data_time: 7.352, memory: 8344, top1_acc: 0.5197, top5_acc: 0.7621, loss_cls: 2.0551, loss: 2.0551, grad_norm: 4.6301 2020-07-24 13:40:23,731 - mmaction - INFO - Epoch [10][40/940] lr: 1.000e-02, eta: 20:38:02, time: 0.657, data_time: 0.004, memory: 8344, top1_acc: 0.5145, top5_acc: 0.7627, loss_cls: 2.0399, loss: 2.0399, grad_norm: 4.5355 2020-07-24 13:40:35,436 - mmaction - INFO - Epoch [10][60/940] lr: 1.000e-02, eta: 20:36:48, time: 0.585, data_time: 0.004, memory: 8344, top1_acc: 0.5254, top5_acc: 0.7652, loss_cls: 2.0221, loss: 2.0221, grad_norm: 4.5216 2020-07-24 13:40:50,522 - mmaction - INFO - Epoch [10][80/940] lr: 1.000e-02, eta: 20:36:08, time: 0.755, data_time: 0.004, memory: 8344, top1_acc: 0.5293, top5_acc: 0.7602, loss_cls: 2.0343, loss: 2.0343, grad_norm: 4.5172 2020-07-24 13:41:03,977 - mmaction - INFO - Epoch [10][100/940] lr: 1.000e-02, eta: 20:35:12, time: 0.673, data_time: 0.002, memory: 8344, top1_acc: 0.5227, top5_acc: 0.7600, loss_cls: 2.0314, loss: 2.0314, grad_norm: 4.5701 2020-07-24 13:41:17,422 - mmaction - INFO - Epoch [10][120/940] lr: 1.000e-02, eta: 20:34:15, time: 0.672, data_time: 0.002, memory: 8344, top1_acc: 0.5162, top5_acc: 0.7500, loss_cls: 2.0660, loss: 2.0660, grad_norm: 4.5445 2020-07-24 13:41:29,900 - mmaction - INFO - Epoch [10][140/940] lr: 1.000e-02, eta: 20:33:10, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.5238, top5_acc: 0.7543, loss_cls: 2.0462, loss: 2.0462, grad_norm: 4.5716 2020-07-24 13:41:43,463 - mmaction - INFO - Epoch [10][160/940] lr: 1.000e-02, eta: 20:32:15, time: 0.678, data_time: 0.004, memory: 8344, top1_acc: 0.5168, top5_acc: 0.7521, loss_cls: 2.0808, loss: 2.0808, grad_norm: 4.5590 2020-07-24 13:41:55,181 - mmaction - INFO - Epoch [10][180/940] lr: 1.000e-02, eta: 20:31:03, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.5154, top5_acc: 0.7564, loss_cls: 2.0637, loss: 2.0637, grad_norm: 4.5467 2020-07-24 13:42:09,686 - mmaction - INFO - Epoch [10][200/940] lr: 1.000e-02, eta: 20:30:17, time: 0.724, data_time: 0.003, memory: 8344, top1_acc: 0.5287, top5_acc: 0.7604, loss_cls: 2.0191, loss: 2.0191, grad_norm: 4.5920 2020-07-24 13:42:23,541 - mmaction - INFO - Epoch [10][220/940] lr: 1.000e-02, eta: 20:29:27, time: 0.694, data_time: 0.005, memory: 8344, top1_acc: 0.5227, top5_acc: 0.7643, loss_cls: 2.0190, loss: 2.0190, grad_norm: 4.6410 2020-07-24 13:42:35,720 - mmaction - INFO - Epoch [10][240/940] lr: 1.000e-02, eta: 20:28:19, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.5283, top5_acc: 0.7605, loss_cls: 2.0341, loss: 2.0341, grad_norm: 4.6259 2020-07-24 13:42:49,290 - mmaction - INFO - Epoch [10][260/940] lr: 1.000e-02, eta: 20:27:26, time: 0.680, data_time: 0.004, memory: 8344, top1_acc: 0.5086, top5_acc: 0.7576, loss_cls: 2.0590, loss: 2.0590, grad_norm: 4.6348 2020-07-24 13:43:01,621 - mmaction - INFO - Epoch [10][280/940] lr: 1.000e-02, eta: 20:26:20, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.5135, top5_acc: 0.7582, loss_cls: 2.0587, loss: 2.0587, grad_norm: 4.6253 2020-07-24 13:43:15,737 - mmaction - INFO - Epoch [10][300/940] lr: 1.000e-02, eta: 20:25:32, time: 0.706, data_time: 0.003, memory: 8344, top1_acc: 0.5227, top5_acc: 0.7598, loss_cls: 2.0455, loss: 2.0455, grad_norm: 4.5439 2020-07-24 13:43:29,175 - mmaction - INFO - Epoch [10][320/940] lr: 1.000e-02, eta: 20:24:38, time: 0.672, data_time: 0.003, memory: 8344, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.0551, loss: 2.0551, grad_norm: 4.6571 2020-07-24 13:43:41,411 - mmaction - INFO - Epoch [10][340/940] lr: 1.000e-02, eta: 20:23:32, time: 0.612, data_time: 0.003, memory: 8344, top1_acc: 0.5295, top5_acc: 0.7613, loss_cls: 2.0332, loss: 2.0332, grad_norm: 4.5653 2020-07-24 13:43:53,318 - mmaction - INFO - Epoch [10][360/940] lr: 1.000e-02, eta: 20:22:23, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5078, top5_acc: 0.7463, loss_cls: 2.0917, loss: 2.0917, grad_norm: 4.6249 2020-07-24 13:44:07,537 - mmaction - INFO - Epoch [10][380/940] lr: 1.000e-02, eta: 20:21:37, time: 0.710, data_time: 0.004, memory: 8344, top1_acc: 0.5174, top5_acc: 0.7641, loss_cls: 2.0351, loss: 2.0351, grad_norm: 4.6020 2020-07-24 13:44:19,599 - mmaction - INFO - Epoch [10][400/940] lr: 1.000e-02, eta: 20:20:31, time: 0.604, data_time: 0.004, memory: 8344, top1_acc: 0.5326, top5_acc: 0.7656, loss_cls: 1.9976, loss: 1.9976, grad_norm: 4.5491 2020-07-24 13:44:33,842 - mmaction - INFO - Epoch [10][420/940] lr: 1.000e-02, eta: 20:19:45, time: 0.713, data_time: 0.004, memory: 8344, top1_acc: 0.5100, top5_acc: 0.7457, loss_cls: 2.1021, loss: 2.1021, grad_norm: 4.6156 2020-07-24 13:44:45,979 - mmaction - INFO - Epoch [10][440/940] lr: 1.000e-02, eta: 20:18:40, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5186, top5_acc: 0.7521, loss_cls: 2.0840, loss: 2.0840, grad_norm: 4.6383 2020-07-24 13:44:59,857 - mmaction - INFO - Epoch [10][460/940] lr: 1.000e-02, eta: 20:17:51, time: 0.694, data_time: 0.003, memory: 8344, top1_acc: 0.5111, top5_acc: 0.7518, loss_cls: 2.0840, loss: 2.0840, grad_norm: 4.6246 2020-07-24 13:45:13,449 - mmaction - INFO - Epoch [10][480/940] lr: 1.000e-02, eta: 20:17:00, time: 0.680, data_time: 0.004, memory: 8344, top1_acc: 0.5123, top5_acc: 0.7568, loss_cls: 2.0823, loss: 2.0823, grad_norm: 4.6089 2020-07-24 13:45:25,681 - mmaction - INFO - Epoch [10][500/940] lr: 1.000e-02, eta: 20:15:56, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.5086, top5_acc: 0.7557, loss_cls: 2.0909, loss: 2.0909, grad_norm: 4.6758 2020-07-24 13:45:37,587 - mmaction - INFO - Epoch [10][520/940] lr: 1.000e-02, eta: 20:14:48, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5295, top5_acc: 0.7545, loss_cls: 2.0578, loss: 2.0578, grad_norm: 4.5465 2020-07-24 13:45:52,652 - mmaction - INFO - Epoch [10][540/940] lr: 1.000e-02, eta: 20:14:12, time: 0.755, data_time: 0.006, memory: 8344, top1_acc: 0.4959, top5_acc: 0.7482, loss_cls: 2.1164, loss: 2.1164, grad_norm: 4.8086 2020-07-24 13:46:04,638 - mmaction - INFO - Epoch [10][560/940] lr: 1.000e-02, eta: 20:13:06, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5146, top5_acc: 0.7578, loss_cls: 2.0651, loss: 2.0651, grad_norm: 4.6092 2020-07-24 13:46:18,494 - mmaction - INFO - Epoch [10][580/940] lr: 1.000e-02, eta: 20:12:18, time: 0.692, data_time: 0.003, memory: 8344, top1_acc: 0.5215, top5_acc: 0.7641, loss_cls: 2.0408, loss: 2.0408, grad_norm: 4.5857 2020-07-24 13:46:30,745 - mmaction - INFO - Epoch [10][600/940] lr: 1.000e-02, eta: 20:11:15, time: 0.613, data_time: 0.004, memory: 8344, top1_acc: 0.5115, top5_acc: 0.7455, loss_cls: 2.0800, loss: 2.0800, grad_norm: 4.6366 2020-07-24 13:46:42,549 - mmaction - INFO - Epoch [10][620/940] lr: 1.000e-02, eta: 20:10:09, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5336, top5_acc: 0.7713, loss_cls: 1.9964, loss: 1.9964, grad_norm: 4.6195 2020-07-24 13:46:55,018 - mmaction - INFO - Epoch [10][640/940] lr: 1.000e-02, eta: 20:09:08, time: 0.624, data_time: 0.004, memory: 8344, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0155, loss: 2.0155, grad_norm: 4.6178 2020-07-24 13:47:09,743 - mmaction - INFO - Epoch [10][660/940] lr: 1.000e-02, eta: 20:08:29, time: 0.736, data_time: 0.003, memory: 8344, top1_acc: 0.5199, top5_acc: 0.7627, loss_cls: 2.0298, loss: 2.0298, grad_norm: 4.6550 2020-07-24 13:47:23,186 - mmaction - INFO - Epoch [10][680/940] lr: 1.000e-02, eta: 20:07:38, time: 0.672, data_time: 0.004, memory: 8344, top1_acc: 0.5195, top5_acc: 0.7600, loss_cls: 2.0457, loss: 2.0457, grad_norm: 4.6510 2020-07-24 13:47:35,571 - mmaction - INFO - Epoch [10][700/940] lr: 1.000e-02, eta: 20:06:38, time: 0.619, data_time: 0.004, memory: 8344, top1_acc: 0.5111, top5_acc: 0.7486, loss_cls: 2.0862, loss: 2.0862, grad_norm: 4.6664 2020-07-24 13:47:48,995 - mmaction - INFO - Epoch [10][720/940] lr: 1.000e-02, eta: 20:05:47, time: 0.672, data_time: 0.003, memory: 8344, top1_acc: 0.5051, top5_acc: 0.7457, loss_cls: 2.1268, loss: 2.1268, grad_norm: 4.6762 2020-07-24 13:48:01,587 - mmaction - INFO - Epoch [10][740/940] lr: 1.000e-02, eta: 20:04:49, time: 0.628, data_time: 0.004, memory: 8344, top1_acc: 0.5244, top5_acc: 0.7635, loss_cls: 2.0417, loss: 2.0417, grad_norm: 4.6683 2020-07-24 13:48:15,453 - mmaction - INFO - Epoch [10][760/940] lr: 1.000e-02, eta: 20:04:02, time: 0.694, data_time: 0.004, memory: 8344, top1_acc: 0.5260, top5_acc: 0.7637, loss_cls: 2.0206, loss: 2.0206, grad_norm: 4.6572 2020-07-24 13:48:29,022 - mmaction - INFO - Epoch [10][780/940] lr: 1.000e-02, eta: 20:03:14, time: 0.678, data_time: 0.003, memory: 8344, top1_acc: 0.5293, top5_acc: 0.7639, loss_cls: 2.0139, loss: 2.0139, grad_norm: 4.5690 2020-07-24 13:48:41,618 - mmaction - INFO - Epoch [10][800/940] lr: 1.000e-02, eta: 20:02:15, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5199, top5_acc: 0.7492, loss_cls: 2.0484, loss: 2.0484, grad_norm: 4.5580 2020-07-24 13:48:53,415 - mmaction - INFO - Epoch [10][820/940] lr: 1.000e-02, eta: 20:01:11, time: 0.592, data_time: 0.005, memory: 8344, top1_acc: 0.5225, top5_acc: 0.7482, loss_cls: 2.0788, loss: 2.0788, grad_norm: 4.5917 2020-07-24 13:49:07,561 - mmaction - INFO - Epoch [10][840/940] lr: 1.000e-02, eta: 20:00:28, time: 0.708, data_time: 0.003, memory: 8344, top1_acc: 0.5141, top5_acc: 0.7514, loss_cls: 2.0940, loss: 2.0940, grad_norm: 4.6439 2020-07-24 13:49:19,483 - mmaction - INFO - Epoch [10][860/940] lr: 1.000e-02, eta: 19:59:25, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0817, loss: 2.0817, grad_norm: 4.5659 2020-07-24 13:49:33,722 - mmaction - INFO - Epoch [10][880/940] lr: 1.000e-02, eta: 19:58:43, time: 0.712, data_time: 0.004, memory: 8344, top1_acc: 0.5244, top5_acc: 0.7650, loss_cls: 2.0314, loss: 2.0314, grad_norm: 4.5327 2020-07-24 13:49:45,424 - mmaction - INFO - Epoch [10][900/940] lr: 1.000e-02, eta: 19:57:38, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.5211, top5_acc: 0.7619, loss_cls: 2.0172, loss: 2.0172, grad_norm: 4.5976 2020-07-24 13:49:59,790 - mmaction - INFO - Epoch [10][920/940] lr: 1.000e-02, eta: 19:56:57, time: 0.717, data_time: 0.003, memory: 8344, top1_acc: 0.5297, top5_acc: 0.7562, loss_cls: 2.0242, loss: 2.0242, grad_norm: 4.5288 2020-07-24 13:50:11,136 - mmaction - INFO - Epoch [10][940/940] lr: 1.000e-02, eta: 19:55:50, time: 0.569, data_time: 0.005, memory: 8344, top1_acc: 0.5114, top5_acc: 0.7569, loss_cls: 2.0559, loss: 2.0559, grad_norm: 4.6201 2020-07-24 13:50:18,603 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-24 13:52:31,380 - mmaction - INFO - Epoch [11][20/940] lr: 1.000e-02, eta: 20:12:49, time: 6.619, data_time: 5.827, memory: 8344, top1_acc: 0.5215, top5_acc: 0.7613, loss_cls: 2.0337, loss: 2.0337, grad_norm: 4.6136 2020-07-24 13:52:43,372 - mmaction - INFO - Epoch [11][40/940] lr: 1.000e-02, eta: 20:11:45, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5273, top5_acc: 0.7652, loss_cls: 2.0108, loss: 2.0108, grad_norm: 4.5939 2020-07-24 13:52:56,423 - mmaction - INFO - Epoch [11][60/940] lr: 1.000e-02, eta: 20:10:51, time: 0.653, data_time: 0.003, memory: 8344, top1_acc: 0.5234, top5_acc: 0.7646, loss_cls: 2.0322, loss: 2.0322, grad_norm: 4.5801 2020-07-24 13:53:08,188 - mmaction - INFO - Epoch [11][80/940] lr: 1.000e-02, eta: 20:09:45, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7645, loss_cls: 1.9815, loss: 1.9815, grad_norm: 4.5416 2020-07-24 13:53:21,191 - mmaction - INFO - Epoch [11][100/940] lr: 1.000e-02, eta: 20:08:51, time: 0.651, data_time: 0.003, memory: 8344, top1_acc: 0.5271, top5_acc: 0.7686, loss_cls: 1.9909, loss: 1.9909, grad_norm: 4.6226 2020-07-24 13:53:32,984 - mmaction - INFO - Epoch [11][120/940] lr: 1.000e-02, eta: 20:07:46, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5209, top5_acc: 0.7641, loss_cls: 2.0182, loss: 2.0182, grad_norm: 4.5715 2020-07-24 13:53:46,050 - mmaction - INFO - Epoch [11][140/940] lr: 1.000e-02, eta: 20:06:53, time: 0.654, data_time: 0.003, memory: 8344, top1_acc: 0.5240, top5_acc: 0.7605, loss_cls: 2.0563, loss: 2.0563, grad_norm: 4.5967 2020-07-24 13:53:58,173 - mmaction - INFO - Epoch [11][160/940] lr: 1.000e-02, eta: 20:05:52, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9370, loss: 1.9370, grad_norm: 4.5100 2020-07-24 13:54:11,162 - mmaction - INFO - Epoch [11][180/940] lr: 1.000e-02, eta: 20:04:58, time: 0.649, data_time: 0.001, memory: 8344, top1_acc: 0.5275, top5_acc: 0.7615, loss_cls: 2.0289, loss: 2.0289, grad_norm: 4.6292 2020-07-24 13:54:23,062 - mmaction - INFO - Epoch [11][200/940] lr: 1.000e-02, eta: 20:03:55, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5295, top5_acc: 0.7748, loss_cls: 1.9613, loss: 1.9613, grad_norm: 4.5243 2020-07-24 13:54:36,205 - mmaction - INFO - Epoch [11][220/940] lr: 1.000e-02, eta: 20:03:03, time: 0.657, data_time: 0.002, memory: 8344, top1_acc: 0.5254, top5_acc: 0.7682, loss_cls: 1.9819, loss: 1.9819, grad_norm: 4.6391 2020-07-24 13:54:49,281 - mmaction - INFO - Epoch [11][240/940] lr: 1.000e-02, eta: 20:02:10, time: 0.654, data_time: 0.003, memory: 8344, top1_acc: 0.5305, top5_acc: 0.7652, loss_cls: 2.0042, loss: 2.0042, grad_norm: 4.6390 2020-07-24 13:55:02,514 - mmaction - INFO - Epoch [11][260/940] lr: 1.000e-02, eta: 20:01:19, time: 0.661, data_time: 0.002, memory: 8344, top1_acc: 0.5283, top5_acc: 0.7643, loss_cls: 2.0230, loss: 2.0230, grad_norm: 4.6350 2020-07-24 13:55:15,545 - mmaction - INFO - Epoch [11][280/940] lr: 1.000e-02, eta: 20:00:27, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5205, top5_acc: 0.7516, loss_cls: 2.0754, loss: 2.0754, grad_norm: 4.6659 2020-07-24 13:55:27,671 - mmaction - INFO - Epoch [11][300/940] lr: 1.000e-02, eta: 19:59:27, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5168, top5_acc: 0.7600, loss_cls: 2.0278, loss: 2.0278, grad_norm: 4.6131 2020-07-24 13:55:40,711 - mmaction - INFO - Epoch [11][320/940] lr: 1.000e-02, eta: 19:58:35, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5211, top5_acc: 0.7559, loss_cls: 2.0753, loss: 2.0753, grad_norm: 4.5710 2020-07-24 13:55:53,839 - mmaction - INFO - Epoch [11][340/940] lr: 1.000e-02, eta: 19:57:44, time: 0.657, data_time: 0.003, memory: 8344, top1_acc: 0.5266, top5_acc: 0.7652, loss_cls: 1.9796, loss: 1.9796, grad_norm: 4.5594 2020-07-24 13:56:06,872 - mmaction - INFO - Epoch [11][360/940] lr: 1.000e-02, eta: 19:56:52, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.5152, top5_acc: 0.7520, loss_cls: 2.0667, loss: 2.0667, grad_norm: 4.6246 2020-07-24 13:56:19,760 - mmaction - INFO - Epoch [11][380/940] lr: 1.000e-02, eta: 19:55:59, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5316, top5_acc: 0.7697, loss_cls: 1.9914, loss: 1.9914, grad_norm: 4.5310 2020-07-24 13:56:32,005 - mmaction - INFO - Epoch [11][400/940] lr: 1.000e-02, eta: 19:55:00, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.5232, top5_acc: 0.7570, loss_cls: 2.0444, loss: 2.0444, grad_norm: 4.5814 2020-07-24 13:56:43,900 - mmaction - INFO - Epoch [11][420/940] lr: 1.000e-02, eta: 19:54:00, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.5189, top5_acc: 0.7545, loss_cls: 2.0308, loss: 2.0308, grad_norm: 4.5904 2020-07-24 13:56:56,023 - mmaction - INFO - Epoch [11][440/940] lr: 1.000e-02, eta: 19:53:01, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5143, top5_acc: 0.7480, loss_cls: 2.0709, loss: 2.0709, grad_norm: 4.6786 2020-07-24 13:57:07,737 - mmaction - INFO - Epoch [11][460/940] lr: 1.000e-02, eta: 19:51:59, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.5365, top5_acc: 0.7688, loss_cls: 1.9784, loss: 1.9784, grad_norm: 4.5536 2020-07-24 13:57:21,253 - mmaction - INFO - Epoch [11][480/940] lr: 1.000e-02, eta: 19:51:12, time: 0.675, data_time: 0.002, memory: 8344, top1_acc: 0.5082, top5_acc: 0.7557, loss_cls: 2.0605, loss: 2.0605, grad_norm: 4.6680 2020-07-24 13:57:34,129 - mmaction - INFO - Epoch [11][500/940] lr: 1.000e-02, eta: 19:50:20, time: 0.645, data_time: 0.003, memory: 8344, top1_acc: 0.5254, top5_acc: 0.7629, loss_cls: 2.0180, loss: 2.0180, grad_norm: 4.6547 2020-07-24 13:57:46,235 - mmaction - INFO - Epoch [11][520/940] lr: 1.000e-02, eta: 19:49:22, time: 0.605, data_time: 0.001, memory: 8344, top1_acc: 0.5158, top5_acc: 0.7602, loss_cls: 2.0609, loss: 2.0609, grad_norm: 4.6369 2020-07-24 13:57:59,145 - mmaction - INFO - Epoch [11][540/940] lr: 1.000e-02, eta: 19:48:30, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 2.0092, loss: 2.0092, grad_norm: 4.6196 2020-07-24 13:58:12,212 - mmaction - INFO - Epoch [11][560/940] lr: 1.000e-02, eta: 19:47:40, time: 0.654, data_time: 0.003, memory: 8344, top1_acc: 0.5277, top5_acc: 0.7598, loss_cls: 2.0051, loss: 2.0051, grad_norm: 4.5289 2020-07-24 13:58:25,042 - mmaction - INFO - Epoch [11][580/940] lr: 1.000e-02, eta: 19:46:49, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5279, top5_acc: 0.7701, loss_cls: 2.0128, loss: 2.0128, grad_norm: 4.5825 2020-07-24 13:58:37,140 - mmaction - INFO - Epoch [11][600/940] lr: 1.000e-02, eta: 19:45:51, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5232, top5_acc: 0.7617, loss_cls: 2.0068, loss: 2.0068, grad_norm: 4.5831 2020-07-24 13:58:50,207 - mmaction - INFO - Epoch [11][620/940] lr: 1.000e-02, eta: 19:45:02, time: 0.654, data_time: 0.002, memory: 8344, top1_acc: 0.5119, top5_acc: 0.7639, loss_cls: 2.0403, loss: 2.0403, grad_norm: 4.6255 2020-07-24 13:59:02,186 - mmaction - INFO - Epoch [11][640/940] lr: 1.000e-02, eta: 19:44:03, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5283, top5_acc: 0.7635, loss_cls: 2.0288, loss: 2.0288, grad_norm: 4.6303 2020-07-24 13:59:15,279 - mmaction - INFO - Epoch [11][660/940] lr: 1.000e-02, eta: 19:43:14, time: 0.655, data_time: 0.003, memory: 8344, top1_acc: 0.5361, top5_acc: 0.7678, loss_cls: 1.9916, loss: 1.9916, grad_norm: 4.5750 2020-07-24 13:59:26,991 - mmaction - INFO - Epoch [11][680/940] lr: 1.000e-02, eta: 19:42:14, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5229, top5_acc: 0.7619, loss_cls: 2.0127, loss: 2.0127, grad_norm: 4.5930 2020-07-24 13:59:40,117 - mmaction - INFO - Epoch [11][700/940] lr: 1.000e-02, eta: 19:41:26, time: 0.655, data_time: 0.002, memory: 8344, top1_acc: 0.5303, top5_acc: 0.7633, loss_cls: 2.0103, loss: 2.0103, grad_norm: 4.6374 2020-07-24 13:59:52,207 - mmaction - INFO - Epoch [11][720/940] lr: 1.000e-02, eta: 19:40:29, time: 0.606, data_time: 0.005, memory: 8344, top1_acc: 0.5172, top5_acc: 0.7498, loss_cls: 2.0860, loss: 2.0860, grad_norm: 4.7140 2020-07-24 14:00:05,448 - mmaction - INFO - Epoch [11][740/940] lr: 1.000e-02, eta: 19:39:41, time: 0.654, data_time: 0.002, memory: 8344, top1_acc: 0.5209, top5_acc: 0.7627, loss_cls: 2.0260, loss: 2.0260, grad_norm: 4.5647 2020-07-24 14:00:23,739 - mmaction - INFO - Epoch [11][760/940] lr: 1.000e-02, eta: 19:39:36, time: 0.920, data_time: 0.034, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7635, loss_cls: 2.0043, loss: 2.0043, grad_norm: 4.5904 2020-07-24 14:00:35,526 - mmaction - INFO - Epoch [11][780/940] lr: 1.000e-02, eta: 19:38:38, time: 0.592, data_time: 0.009, memory: 8344, top1_acc: 0.5191, top5_acc: 0.7625, loss_cls: 2.0300, loss: 2.0300, grad_norm: 4.6107 2020-07-24 14:00:48,583 - mmaction - INFO - Epoch [11][800/940] lr: 1.000e-02, eta: 19:37:49, time: 0.651, data_time: 0.003, memory: 8344, top1_acc: 0.5277, top5_acc: 0.7676, loss_cls: 2.0246, loss: 2.0246, grad_norm: 4.6378 2020-07-24 14:01:00,826 - mmaction - INFO - Epoch [11][820/940] lr: 1.000e-02, eta: 19:36:55, time: 0.614, data_time: 0.004, memory: 8344, top1_acc: 0.5184, top5_acc: 0.7625, loss_cls: 2.0306, loss: 2.0306, grad_norm: 4.6554 2020-07-24 14:01:13,811 - mmaction - INFO - Epoch [11][840/940] lr: 1.000e-02, eta: 19:36:06, time: 0.649, data_time: 0.002, memory: 8344, top1_acc: 0.5285, top5_acc: 0.7492, loss_cls: 2.0577, loss: 2.0577, grad_norm: 4.6010 2020-07-24 14:01:25,650 - mmaction - INFO - Epoch [11][860/940] lr: 1.000e-02, eta: 19:35:08, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5195, top5_acc: 0.7545, loss_cls: 2.0592, loss: 2.0592, grad_norm: 4.5876 2020-07-24 14:01:37,525 - mmaction - INFO - Epoch [11][880/940] lr: 1.000e-02, eta: 19:34:11, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.5309, top5_acc: 0.7629, loss_cls: 1.9758, loss: 1.9758, grad_norm: 4.5184 2020-07-24 14:01:49,525 - mmaction - INFO - Epoch [11][900/940] lr: 1.000e-02, eta: 19:33:15, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5246, top5_acc: 0.7648, loss_cls: 2.0110, loss: 2.0110, grad_norm: 4.6474 2020-07-24 14:02:01,574 - mmaction - INFO - Epoch [11][920/940] lr: 1.000e-02, eta: 19:32:20, time: 0.604, data_time: 0.004, memory: 8344, top1_acc: 0.5293, top5_acc: 0.7705, loss_cls: 1.9932, loss: 1.9932, grad_norm: 4.5265 2020-07-24 14:02:14,053 - mmaction - INFO - Epoch [11][940/940] lr: 1.000e-02, eta: 19:31:28, time: 0.624, data_time: 0.004, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7612, loss_cls: 2.0142, loss: 2.0142, grad_norm: 4.6404 2020-07-24 14:04:36,857 - mmaction - INFO - Epoch [12][20/940] lr: 1.000e-02, eta: 19:47:04, time: 6.742, data_time: 6.026, memory: 8344, top1_acc: 0.5297, top5_acc: 0.7615, loss_cls: 2.0081, loss: 2.0081, grad_norm: 4.5562 2020-07-24 14:04:49,914 - mmaction - INFO - Epoch [12][40/940] lr: 1.000e-02, eta: 19:46:15, time: 0.655, data_time: 0.003, memory: 8344, top1_acc: 0.5334, top5_acc: 0.7633, loss_cls: 1.9995, loss: 1.9995, grad_norm: 4.5855 2020-07-24 14:05:01,932 - mmaction - INFO - Epoch [12][60/940] lr: 1.000e-02, eta: 19:45:18, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7723, loss_cls: 1.9745, loss: 1.9745, grad_norm: 4.5394 2020-07-24 14:05:14,307 - mmaction - INFO - Epoch [12][80/940] lr: 1.000e-02, eta: 19:44:21, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5383, top5_acc: 0.7662, loss_cls: 1.9675, loss: 1.9675, grad_norm: 4.5363 2020-07-24 14:05:27,728 - mmaction - INFO - Epoch [12][100/940] lr: 1.000e-02, eta: 19:43:38, time: 0.685, data_time: 0.016, memory: 8344, top1_acc: 0.5303, top5_acc: 0.7650, loss_cls: 1.9838, loss: 1.9838, grad_norm: 4.6035 2020-07-24 14:05:40,662 - mmaction - INFO - Epoch [12][120/940] lr: 1.000e-02, eta: 19:42:48, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5361, top5_acc: 0.7646, loss_cls: 1.9928, loss: 1.9928, grad_norm: 4.5991 2020-07-24 14:05:52,538 - mmaction - INFO - Epoch [12][140/940] lr: 1.000e-02, eta: 19:41:51, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5209, top5_acc: 0.7592, loss_cls: 2.0311, loss: 2.0311, grad_norm: 4.6728 2020-07-24 14:06:04,480 - mmaction - INFO - Epoch [12][160/940] lr: 1.000e-02, eta: 19:40:54, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5449, top5_acc: 0.7797, loss_cls: 1.9500, loss: 1.9500, grad_norm: 4.5864 2020-07-24 14:06:17,489 - mmaction - INFO - Epoch [12][180/940] lr: 1.000e-02, eta: 19:40:05, time: 0.649, data_time: 0.003, memory: 8344, top1_acc: 0.5414, top5_acc: 0.7713, loss_cls: 1.9643, loss: 1.9643, grad_norm: 4.6494 2020-07-24 14:06:29,824 - mmaction - INFO - Epoch [12][200/940] lr: 1.000e-02, eta: 19:39:12, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.5273, top5_acc: 0.7584, loss_cls: 2.0421, loss: 2.0421, grad_norm: 4.6459 2020-07-24 14:06:42,889 - mmaction - INFO - Epoch [12][220/940] lr: 1.000e-02, eta: 19:38:24, time: 0.653, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7641, loss_cls: 1.9942, loss: 1.9942, grad_norm: 4.5888 2020-07-24 14:06:56,231 - mmaction - INFO - Epoch [12][240/940] lr: 1.000e-02, eta: 19:37:39, time: 0.667, data_time: 0.002, memory: 8344, top1_acc: 0.5213, top5_acc: 0.7568, loss_cls: 2.0499, loss: 2.0499, grad_norm: 4.7149 2020-07-24 14:07:08,127 - mmaction - INFO - Epoch [12][260/940] lr: 1.000e-02, eta: 19:36:42, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5354, top5_acc: 0.7602, loss_cls: 2.0101, loss: 2.0101, grad_norm: 4.5889 2020-07-24 14:07:21,225 - mmaction - INFO - Epoch [12][280/940] lr: 1.000e-02, eta: 19:35:55, time: 0.656, data_time: 0.003, memory: 8344, top1_acc: 0.5312, top5_acc: 0.7648, loss_cls: 2.0272, loss: 2.0272, grad_norm: 4.6206 2020-07-24 14:07:32,983 - mmaction - INFO - Epoch [12][300/940] lr: 1.000e-02, eta: 19:34:58, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5412, top5_acc: 0.7695, loss_cls: 1.9684, loss: 1.9684, grad_norm: 4.5618 2020-07-24 14:07:46,141 - mmaction - INFO - Epoch [12][320/940] lr: 1.000e-02, eta: 19:34:11, time: 0.657, data_time: 0.001, memory: 8344, top1_acc: 0.5365, top5_acc: 0.7730, loss_cls: 1.9852, loss: 1.9852, grad_norm: 4.6452 2020-07-24 14:07:59,166 - mmaction - INFO - Epoch [12][340/940] lr: 1.000e-02, eta: 19:33:24, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.5266, top5_acc: 0.7691, loss_cls: 2.0262, loss: 2.0262, grad_norm: 4.6615 2020-07-24 14:08:11,186 - mmaction - INFO - Epoch [12][360/940] lr: 1.000e-02, eta: 19:32:29, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5262, top5_acc: 0.7576, loss_cls: 1.9948, loss: 1.9948, grad_norm: 4.5397 2020-07-24 14:08:22,948 - mmaction - INFO - Epoch [12][380/940] lr: 1.000e-02, eta: 19:31:32, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5342, top5_acc: 0.7662, loss_cls: 2.0025, loss: 2.0025, grad_norm: 4.6926 2020-07-24 14:08:36,026 - mmaction - INFO - Epoch [12][400/940] lr: 1.000e-02, eta: 19:30:46, time: 0.653, data_time: 0.002, memory: 8344, top1_acc: 0.5271, top5_acc: 0.7684, loss_cls: 1.9969, loss: 1.9969, grad_norm: 4.5977 2020-07-24 14:08:48,879 - mmaction - INFO - Epoch [12][420/940] lr: 1.000e-02, eta: 19:29:58, time: 0.643, data_time: 0.003, memory: 8344, top1_acc: 0.5205, top5_acc: 0.7578, loss_cls: 2.0493, loss: 2.0493, grad_norm: 4.6710 2020-07-24 14:09:01,899 - mmaction - INFO - Epoch [12][440/940] lr: 1.000e-02, eta: 19:29:12, time: 0.651, data_time: 0.002, memory: 8344, top1_acc: 0.5236, top5_acc: 0.7512, loss_cls: 2.0353, loss: 2.0353, grad_norm: 4.6416 2020-07-24 14:09:13,604 - mmaction - INFO - Epoch [12][460/940] lr: 1.000e-02, eta: 19:28:15, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5305, top5_acc: 0.7717, loss_cls: 1.9801, loss: 1.9801, grad_norm: 4.5767 2020-07-24 14:09:26,720 - mmaction - INFO - Epoch [12][480/940] lr: 1.000e-02, eta: 19:27:29, time: 0.655, data_time: 0.002, memory: 8344, top1_acc: 0.5396, top5_acc: 0.7660, loss_cls: 1.9816, loss: 1.9816, grad_norm: 4.5629 2020-07-24 14:09:40,047 - mmaction - INFO - Epoch [12][500/940] lr: 1.000e-02, eta: 19:26:45, time: 0.666, data_time: 0.004, memory: 8344, top1_acc: 0.5406, top5_acc: 0.7711, loss_cls: 1.9603, loss: 1.9603, grad_norm: 4.5980 2020-07-24 14:09:52,055 - mmaction - INFO - Epoch [12][520/940] lr: 1.000e-02, eta: 19:25:52, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.5324, top5_acc: 0.7682, loss_cls: 2.0049, loss: 2.0049, grad_norm: 4.6550 2020-07-24 14:10:03,789 - mmaction - INFO - Epoch [12][540/940] lr: 1.000e-02, eta: 19:24:56, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5309, top5_acc: 0.7682, loss_cls: 1.9940, loss: 1.9940, grad_norm: 4.6088 2020-07-24 14:10:17,171 - mmaction - INFO - Epoch [12][560/940] lr: 1.000e-02, eta: 19:24:13, time: 0.668, data_time: 0.002, memory: 8344, top1_acc: 0.5287, top5_acc: 0.7689, loss_cls: 1.9738, loss: 1.9738, grad_norm: 4.5602 2020-07-24 14:10:29,052 - mmaction - INFO - Epoch [12][580/940] lr: 1.000e-02, eta: 19:23:19, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.5354, top5_acc: 0.7723, loss_cls: 1.9497, loss: 1.9497, grad_norm: 4.5412 2020-07-24 14:10:42,141 - mmaction - INFO - Epoch [12][600/940] lr: 1.000e-02, eta: 19:22:34, time: 0.654, data_time: 0.002, memory: 8344, top1_acc: 0.5326, top5_acc: 0.7654, loss_cls: 2.0099, loss: 2.0099, grad_norm: 4.6535 2020-07-24 14:10:53,873 - mmaction - INFO - Epoch [12][620/940] lr: 1.000e-02, eta: 19:21:38, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5209, top5_acc: 0.7633, loss_cls: 2.0208, loss: 2.0208, grad_norm: 4.7158 2020-07-24 14:11:07,107 - mmaction - INFO - Epoch [12][640/940] lr: 1.000e-02, eta: 19:20:55, time: 0.662, data_time: 0.002, memory: 8344, top1_acc: 0.5283, top5_acc: 0.7650, loss_cls: 1.9858, loss: 1.9858, grad_norm: 4.6389 2020-07-24 14:11:20,213 - mmaction - INFO - Epoch [12][660/940] lr: 1.000e-02, eta: 19:20:10, time: 0.656, data_time: 0.003, memory: 8344, top1_acc: 0.5252, top5_acc: 0.7678, loss_cls: 1.9785, loss: 1.9785, grad_norm: 4.6704 2020-07-24 14:11:32,244 - mmaction - INFO - Epoch [12][680/940] lr: 1.000e-02, eta: 19:19:18, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5238, top5_acc: 0.7660, loss_cls: 2.0123, loss: 2.0123, grad_norm: 4.5876 2020-07-24 14:11:45,201 - mmaction - INFO - Epoch [12][700/940] lr: 1.000e-02, eta: 19:18:32, time: 0.648, data_time: 0.003, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7639, loss_cls: 1.9983, loss: 1.9983, grad_norm: 4.6003 2020-07-24 14:11:58,172 - mmaction - INFO - Epoch [12][720/940] lr: 1.000e-02, eta: 19:17:47, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5350, top5_acc: 0.7621, loss_cls: 2.0160, loss: 2.0160, grad_norm: 4.6317 2020-07-24 14:12:10,107 - mmaction - INFO - Epoch [12][740/940] lr: 1.000e-02, eta: 19:16:54, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.5334, top5_acc: 0.7691, loss_cls: 1.9839, loss: 1.9839, grad_norm: 4.5163 2020-07-24 14:12:22,962 - mmaction - INFO - Epoch [12][760/940] lr: 1.000e-02, eta: 19:16:09, time: 0.643, data_time: 0.003, memory: 8344, top1_acc: 0.5252, top5_acc: 0.7547, loss_cls: 2.0209, loss: 2.0209, grad_norm: 4.5969 2020-07-24 14:12:36,107 - mmaction - INFO - Epoch [12][780/940] lr: 1.000e-02, eta: 19:15:25, time: 0.657, data_time: 0.003, memory: 8344, top1_acc: 0.5277, top5_acc: 0.7592, loss_cls: 2.0522, loss: 2.0522, grad_norm: 4.6650 2020-07-24 14:12:48,148 - mmaction - INFO - Epoch [12][800/940] lr: 1.000e-02, eta: 19:14:34, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5402, top5_acc: 0.7699, loss_cls: 1.9791, loss: 1.9791, grad_norm: 4.5542 2020-07-24 14:13:00,132 - mmaction - INFO - Epoch [12][820/940] lr: 1.000e-02, eta: 19:13:42, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 2.0117, loss: 2.0117, grad_norm: 4.5757 2020-07-24 14:13:11,988 - mmaction - INFO - Epoch [12][840/940] lr: 1.000e-02, eta: 19:12:49, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7775, loss_cls: 1.9631, loss: 1.9631, grad_norm: 4.5780 2020-07-24 14:13:24,887 - mmaction - INFO - Epoch [12][860/940] lr: 1.000e-02, eta: 19:12:04, time: 0.646, data_time: 0.003, memory: 8344, top1_acc: 0.5279, top5_acc: 0.7641, loss_cls: 1.9952, loss: 1.9952, grad_norm: 4.5663 2020-07-24 14:13:36,658 - mmaction - INFO - Epoch [12][880/940] lr: 1.000e-02, eta: 19:11:11, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5301, top5_acc: 0.7646, loss_cls: 1.9922, loss: 1.9922, grad_norm: 4.5523 2020-07-24 14:13:48,576 - mmaction - INFO - Epoch [12][900/940] lr: 1.000e-02, eta: 19:10:19, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.5340, top5_acc: 0.7646, loss_cls: 1.9943, loss: 1.9943, grad_norm: 4.5376 2020-07-24 14:14:00,643 - mmaction - INFO - Epoch [12][920/940] lr: 1.000e-02, eta: 19:09:29, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.5203, top5_acc: 0.7646, loss_cls: 2.0358, loss: 2.0358, grad_norm: 4.5909 2020-07-24 14:14:11,762 - mmaction - INFO - Epoch [12][940/940] lr: 1.000e-02, eta: 19:08:31, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.5335, top5_acc: 0.7766, loss_cls: 1.9779, loss: 1.9779, grad_norm: 4.6206 2020-07-24 14:16:18,410 - mmaction - INFO - Epoch [13][20/940] lr: 1.000e-02, eta: 19:21:15, time: 6.166, data_time: 5.436, memory: 8344, top1_acc: 0.5447, top5_acc: 0.7703, loss_cls: 1.9574, loss: 1.9574, grad_norm: 4.5772 2020-07-24 14:16:31,700 - mmaction - INFO - Epoch [13][40/940] lr: 1.000e-02, eta: 19:20:33, time: 0.665, data_time: 0.005, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.9464, loss: 1.9464, grad_norm: 4.5315 2020-07-24 14:16:43,606 - mmaction - INFO - Epoch [13][60/940] lr: 1.000e-02, eta: 19:19:40, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5439, top5_acc: 0.7686, loss_cls: 1.9743, loss: 1.9743, grad_norm: 4.5369 2020-07-24 14:16:55,511 - mmaction - INFO - Epoch [13][80/940] lr: 1.000e-02, eta: 19:18:47, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5281, top5_acc: 0.7627, loss_cls: 1.9697, loss: 1.9697, grad_norm: 4.6498 2020-07-24 14:17:07,306 - mmaction - INFO - Epoch [13][100/940] lr: 1.000e-02, eta: 19:17:54, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5412, top5_acc: 0.7734, loss_cls: 1.9455, loss: 1.9455, grad_norm: 4.5421 2020-07-24 14:17:20,403 - mmaction - INFO - Epoch [13][120/940] lr: 1.000e-02, eta: 19:17:10, time: 0.656, data_time: 0.003, memory: 8344, top1_acc: 0.5455, top5_acc: 0.7713, loss_cls: 1.9491, loss: 1.9491, grad_norm: 4.5444 2020-07-24 14:17:33,081 - mmaction - INFO - Epoch [13][140/940] lr: 1.000e-02, eta: 19:16:23, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5451, top5_acc: 0.7760, loss_cls: 1.9266, loss: 1.9266, grad_norm: 4.5484 2020-07-24 14:17:45,095 - mmaction - INFO - Epoch [13][160/940] lr: 1.000e-02, eta: 19:15:31, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5480, top5_acc: 0.7803, loss_cls: 1.9224, loss: 1.9224, grad_norm: 4.5287 2020-07-24 14:17:58,197 - mmaction - INFO - Epoch [13][180/940] lr: 1.000e-02, eta: 19:14:48, time: 0.660, data_time: 0.009, memory: 8344, top1_acc: 0.5283, top5_acc: 0.7734, loss_cls: 1.9749, loss: 1.9749, grad_norm: 4.5602 2020-07-24 14:18:10,280 - mmaction - INFO - Epoch [13][200/940] lr: 1.000e-02, eta: 19:13:58, time: 0.606, data_time: 0.005, memory: 8344, top1_acc: 0.5354, top5_acc: 0.7758, loss_cls: 1.9487, loss: 1.9487, grad_norm: 4.6310 2020-07-24 14:18:23,294 - mmaction - INFO - Epoch [13][220/940] lr: 1.000e-02, eta: 19:13:14, time: 0.650, data_time: 0.002, memory: 8344, top1_acc: 0.5441, top5_acc: 0.7707, loss_cls: 1.9489, loss: 1.9489, grad_norm: 4.5948 2020-07-24 14:18:35,214 - mmaction - INFO - Epoch [13][240/940] lr: 1.000e-02, eta: 19:12:22, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5363, top5_acc: 0.7660, loss_cls: 1.9793, loss: 1.9793, grad_norm: 4.6070 2020-07-24 14:18:48,293 - mmaction - INFO - Epoch [13][260/940] lr: 1.000e-02, eta: 19:11:39, time: 0.654, data_time: 0.002, memory: 8344, top1_acc: 0.5457, top5_acc: 0.7701, loss_cls: 1.9603, loss: 1.9603, grad_norm: 4.5571 2020-07-24 14:19:01,215 - mmaction - INFO - Epoch [13][280/940] lr: 1.000e-02, eta: 19:10:55, time: 0.646, data_time: 0.004, memory: 8344, top1_acc: 0.5363, top5_acc: 0.7824, loss_cls: 1.9113, loss: 1.9113, grad_norm: 4.4843 2020-07-24 14:19:13,290 - mmaction - INFO - Epoch [13][300/940] lr: 1.000e-02, eta: 19:10:05, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5332, top5_acc: 0.7641, loss_cls: 1.9954, loss: 1.9954, grad_norm: 4.6896 2020-07-24 14:19:25,139 - mmaction - INFO - Epoch [13][320/940] lr: 1.000e-02, eta: 19:09:14, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5287, top5_acc: 0.7607, loss_cls: 2.0236, loss: 2.0236, grad_norm: 4.6556 2020-07-24 14:19:37,034 - mmaction - INFO - Epoch [13][340/940] lr: 1.000e-02, eta: 19:08:23, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7717, loss_cls: 1.9794, loss: 1.9794, grad_norm: 4.7076 2020-07-24 14:19:50,233 - mmaction - INFO - Epoch [13][360/940] lr: 1.000e-02, eta: 19:07:41, time: 0.660, data_time: 0.003, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7629, loss_cls: 1.9885, loss: 1.9885, grad_norm: 4.6583 2020-07-24 14:20:02,302 - mmaction - INFO - Epoch [13][380/940] lr: 1.000e-02, eta: 19:06:51, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.5289, top5_acc: 0.7740, loss_cls: 1.9852, loss: 1.9852, grad_norm: 4.6505 2020-07-24 14:20:13,978 - mmaction - INFO - Epoch [13][400/940] lr: 1.000e-02, eta: 19:05:59, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.5434, top5_acc: 0.7754, loss_cls: 1.9492, loss: 1.9492, grad_norm: 4.6635 2020-07-24 14:20:27,178 - mmaction - INFO - Epoch [13][420/940] lr: 1.000e-02, eta: 19:05:18, time: 0.661, data_time: 0.003, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7723, loss_cls: 1.9469, loss: 1.9469, grad_norm: 4.6322 2020-07-24 14:20:40,065 - mmaction - INFO - Epoch [13][440/940] lr: 1.000e-02, eta: 19:04:34, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5283, top5_acc: 0.7672, loss_cls: 1.9798, loss: 1.9798, grad_norm: 4.5897 2020-07-24 14:20:52,080 - mmaction - INFO - Epoch [13][460/940] lr: 1.000e-02, eta: 19:03:45, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5348, top5_acc: 0.7746, loss_cls: 1.9810, loss: 1.9810, grad_norm: 4.6458 2020-07-24 14:21:03,746 - mmaction - INFO - Epoch [13][480/940] lr: 1.000e-02, eta: 19:02:53, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.5391, top5_acc: 0.7668, loss_cls: 1.9939, loss: 1.9939, grad_norm: 4.6553 2020-07-24 14:21:16,569 - mmaction - INFO - Epoch [13][500/940] lr: 1.000e-02, eta: 19:02:09, time: 0.642, data_time: 0.004, memory: 8344, top1_acc: 0.5367, top5_acc: 0.7785, loss_cls: 1.9723, loss: 1.9723, grad_norm: 4.6350 2020-07-24 14:21:29,017 - mmaction - INFO - Epoch [13][520/940] lr: 1.000e-02, eta: 19:01:23, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.5350, top5_acc: 0.7664, loss_cls: 1.9983, loss: 1.9983, grad_norm: 4.6300 2020-07-24 14:21:42,052 - mmaction - INFO - Epoch [13][540/940] lr: 1.000e-02, eta: 19:00:41, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.5465, top5_acc: 0.7729, loss_cls: 1.9483, loss: 1.9483, grad_norm: 4.5524 2020-07-24 14:21:54,052 - mmaction - INFO - Epoch [13][560/940] lr: 1.000e-02, eta: 18:59:52, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5357, top5_acc: 0.7693, loss_cls: 1.9885, loss: 1.9885, grad_norm: 4.6582 2020-07-24 14:22:06,935 - mmaction - INFO - Epoch [13][580/940] lr: 1.000e-02, eta: 18:59:10, time: 0.645, data_time: 0.003, memory: 8344, top1_acc: 0.5434, top5_acc: 0.7760, loss_cls: 1.9351, loss: 1.9351, grad_norm: 4.5747 2020-07-24 14:22:19,071 - mmaction - INFO - Epoch [13][600/940] lr: 1.000e-02, eta: 18:58:22, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.5430, top5_acc: 0.7639, loss_cls: 1.9675, loss: 1.9675, grad_norm: 4.5584 2020-07-24 14:22:32,213 - mmaction - INFO - Epoch [13][620/940] lr: 1.000e-02, eta: 18:57:41, time: 0.658, data_time: 0.003, memory: 8344, top1_acc: 0.5285, top5_acc: 0.7691, loss_cls: 1.9860, loss: 1.9860, grad_norm: 4.6353 2020-07-24 14:22:43,917 - mmaction - INFO - Epoch [13][640/940] lr: 1.000e-02, eta: 18:56:51, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7770, loss_cls: 1.9492, loss: 1.9492, grad_norm: 4.6718 2020-07-24 14:22:56,905 - mmaction - INFO - Epoch [13][660/940] lr: 1.000e-02, eta: 18:56:09, time: 0.649, data_time: 0.003, memory: 8344, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0080, loss: 2.0080, grad_norm: 4.6492 2020-07-24 14:23:08,921 - mmaction - INFO - Epoch [13][680/940] lr: 1.000e-02, eta: 18:55:21, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5275, top5_acc: 0.7613, loss_cls: 2.0152, loss: 2.0152, grad_norm: 4.6715 2020-07-24 14:23:21,952 - mmaction - INFO - Epoch [13][700/940] lr: 1.000e-02, eta: 18:54:40, time: 0.651, data_time: 0.003, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7746, loss_cls: 1.9750, loss: 1.9750, grad_norm: 4.6757 2020-07-24 14:23:33,697 - mmaction - INFO - Epoch [13][720/940] lr: 1.000e-02, eta: 18:53:50, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5291, top5_acc: 0.7719, loss_cls: 1.9753, loss: 1.9753, grad_norm: 4.6215 2020-07-24 14:23:46,926 - mmaction - INFO - Epoch [13][740/940] lr: 1.000e-02, eta: 18:53:11, time: 0.661, data_time: 0.004, memory: 8344, top1_acc: 0.5291, top5_acc: 0.7709, loss_cls: 1.9744, loss: 1.9744, grad_norm: 4.6519 2020-07-24 14:23:58,870 - mmaction - INFO - Epoch [13][760/940] lr: 1.000e-02, eta: 18:52:22, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5334, top5_acc: 0.7609, loss_cls: 2.0150, loss: 2.0150, grad_norm: 4.6420 2020-07-24 14:24:11,736 - mmaction - INFO - Epoch [13][780/940] lr: 1.000e-02, eta: 18:51:41, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.5297, top5_acc: 0.7684, loss_cls: 2.0058, loss: 2.0058, grad_norm: 4.6145 2020-07-24 14:24:24,528 - mmaction - INFO - Epoch [13][800/940] lr: 1.000e-02, eta: 18:50:58, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7783, loss_cls: 1.9447, loss: 1.9447, grad_norm: 4.6148 2020-07-24 14:24:36,406 - mmaction - INFO - Epoch [13][820/940] lr: 1.000e-02, eta: 18:50:10, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5312, top5_acc: 0.7699, loss_cls: 1.9871, loss: 1.9871, grad_norm: 4.6731 2020-07-24 14:24:49,648 - mmaction - INFO - Epoch [13][840/940] lr: 1.000e-02, eta: 18:49:31, time: 0.661, data_time: 0.001, memory: 8344, top1_acc: 0.5232, top5_acc: 0.7676, loss_cls: 1.9996, loss: 1.9996, grad_norm: 4.6141 2020-07-24 14:25:01,378 - mmaction - INFO - Epoch [13][860/940] lr: 1.000e-02, eta: 18:48:42, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9528, loss: 1.9528, grad_norm: 4.6088 2020-07-24 14:25:14,547 - mmaction - INFO - Epoch [13][880/940] lr: 1.000e-02, eta: 18:48:03, time: 0.659, data_time: 0.003, memory: 8344, top1_acc: 0.5334, top5_acc: 0.7773, loss_cls: 1.9805, loss: 1.9805, grad_norm: 4.6064 2020-07-24 14:25:26,248 - mmaction - INFO - Epoch [13][900/940] lr: 1.000e-02, eta: 18:47:14, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5303, top5_acc: 0.7695, loss_cls: 1.9885, loss: 1.9885, grad_norm: 4.6344 2020-07-24 14:25:38,464 - mmaction - INFO - Epoch [13][920/940] lr: 1.000e-02, eta: 18:46:28, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5379, top5_acc: 0.7711, loss_cls: 1.9853, loss: 1.9853, grad_norm: 4.6860 2020-07-24 14:25:49,750 - mmaction - INFO - Epoch [13][940/940] lr: 1.000e-02, eta: 18:45:37, time: 0.566, data_time: 0.003, memory: 8344, top1_acc: 0.5236, top5_acc: 0.7632, loss_cls: 2.0294, loss: 2.0294, grad_norm: 4.7197 2020-07-24 14:28:26,174 - mmaction - INFO - Epoch [14][20/940] lr: 1.000e-02, eta: 19:00:22, time: 7.573, data_time: 6.748, memory: 8344, top1_acc: 0.5416, top5_acc: 0.7697, loss_cls: 1.9521, loss: 1.9521, grad_norm: 4.5407 2020-07-24 14:28:39,235 - mmaction - INFO - Epoch [14][40/940] lr: 1.000e-02, eta: 18:59:40, time: 0.653, data_time: 0.002, memory: 8344, top1_acc: 0.5264, top5_acc: 0.7709, loss_cls: 1.9722, loss: 1.9722, grad_norm: 4.6705 2020-07-24 14:28:52,174 - mmaction - INFO - Epoch [14][60/940] lr: 1.000e-02, eta: 18:58:58, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5508, top5_acc: 0.7730, loss_cls: 1.9294, loss: 1.9294, grad_norm: 4.5372 2020-07-24 14:29:05,134 - mmaction - INFO - Epoch [14][80/940] lr: 1.000e-02, eta: 18:58:17, time: 0.649, data_time: 0.003, memory: 8344, top1_acc: 0.5385, top5_acc: 0.7711, loss_cls: 1.9546, loss: 1.9546, grad_norm: 4.6013 2020-07-24 14:29:17,041 - mmaction - INFO - Epoch [14][100/940] lr: 1.000e-02, eta: 18:57:28, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7848, loss_cls: 1.9010, loss: 1.9010, grad_norm: 4.5573 2020-07-24 14:29:28,795 - mmaction - INFO - Epoch [14][120/940] lr: 1.000e-02, eta: 18:56:39, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5506, top5_acc: 0.7725, loss_cls: 1.9214, loss: 1.9214, grad_norm: 4.5682 2020-07-24 14:29:41,787 - mmaction - INFO - Epoch [14][140/940] lr: 1.000e-02, eta: 18:55:57, time: 0.649, data_time: 0.001, memory: 8344, top1_acc: 0.5473, top5_acc: 0.7896, loss_cls: 1.8926, loss: 1.8926, grad_norm: 4.5495 2020-07-24 14:29:54,666 - mmaction - INFO - Epoch [14][160/940] lr: 1.000e-02, eta: 18:55:15, time: 0.644, data_time: 0.003, memory: 8344, top1_acc: 0.5535, top5_acc: 0.7812, loss_cls: 1.8880, loss: 1.8880, grad_norm: 4.5597 2020-07-24 14:30:06,529 - mmaction - INFO - Epoch [14][180/940] lr: 1.000e-02, eta: 18:54:27, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5434, top5_acc: 0.7766, loss_cls: 1.9372, loss: 1.9372, grad_norm: 4.5674 2020-07-24 14:30:19,300 - mmaction - INFO - Epoch [14][200/940] lr: 1.000e-02, eta: 18:53:45, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5533, top5_acc: 0.7838, loss_cls: 1.8920, loss: 1.8920, grad_norm: 4.5995 2020-07-24 14:30:31,279 - mmaction - INFO - Epoch [14][220/940] lr: 1.000e-02, eta: 18:52:57, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5400, top5_acc: 0.7684, loss_cls: 1.9734, loss: 1.9734, grad_norm: 4.6012 2020-07-24 14:30:44,263 - mmaction - INFO - Epoch [14][240/940] lr: 1.000e-02, eta: 18:52:16, time: 0.650, data_time: 0.004, memory: 8344, top1_acc: 0.5422, top5_acc: 0.7725, loss_cls: 1.9764, loss: 1.9764, grad_norm: 4.5882 2020-07-24 14:30:57,018 - mmaction - INFO - Epoch [14][260/940] lr: 1.000e-02, eta: 18:51:34, time: 0.638, data_time: 0.001, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7805, loss_cls: 1.9441, loss: 1.9441, grad_norm: 4.6433 2020-07-24 14:31:09,142 - mmaction - INFO - Epoch [14][280/940] lr: 1.000e-02, eta: 18:50:48, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.5326, top5_acc: 0.7787, loss_cls: 1.9503, loss: 1.9503, grad_norm: 4.5730 2020-07-24 14:31:22,678 - mmaction - INFO - Epoch [14][300/940] lr: 1.000e-02, eta: 18:50:11, time: 0.675, data_time: 0.002, memory: 8344, top1_acc: 0.5350, top5_acc: 0.7738, loss_cls: 1.9665, loss: 1.9665, grad_norm: 4.6556 2020-07-24 14:31:36,457 - mmaction - INFO - Epoch [14][320/940] lr: 1.000e-02, eta: 18:49:36, time: 0.690, data_time: 0.004, memory: 8344, top1_acc: 0.5268, top5_acc: 0.7637, loss_cls: 1.9808, loss: 1.9808, grad_norm: 4.6039 2020-07-24 14:31:49,268 - mmaction - INFO - Epoch [14][340/940] lr: 1.000e-02, eta: 18:48:54, time: 0.641, data_time: 0.004, memory: 8344, top1_acc: 0.5408, top5_acc: 0.7713, loss_cls: 1.9425, loss: 1.9425, grad_norm: 4.5719 2020-07-24 14:32:01,334 - mmaction - INFO - Epoch [14][360/940] lr: 1.000e-02, eta: 18:48:08, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5395, top5_acc: 0.7754, loss_cls: 1.9464, loss: 1.9464, grad_norm: 4.6766 2020-07-24 14:32:14,280 - mmaction - INFO - Epoch [14][380/940] lr: 1.000e-02, eta: 18:47:28, time: 0.648, data_time: 0.002, memory: 8344, top1_acc: 0.5396, top5_acc: 0.7816, loss_cls: 1.9016, loss: 1.9016, grad_norm: 4.6319 2020-07-24 14:32:27,458 - mmaction - INFO - Epoch [14][400/940] lr: 1.000e-02, eta: 18:46:49, time: 0.658, data_time: 0.002, memory: 8344, top1_acc: 0.5449, top5_acc: 0.7777, loss_cls: 1.9225, loss: 1.9225, grad_norm: 4.5226 2020-07-24 14:32:39,267 - mmaction - INFO - Epoch [14][420/940] lr: 1.000e-02, eta: 18:46:01, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5373, top5_acc: 0.7693, loss_cls: 1.9554, loss: 1.9554, grad_norm: 4.5655 2020-07-24 14:32:52,279 - mmaction - INFO - Epoch [14][440/940] lr: 1.000e-02, eta: 18:45:21, time: 0.649, data_time: 0.002, memory: 8344, top1_acc: 0.5322, top5_acc: 0.7650, loss_cls: 1.9926, loss: 1.9926, grad_norm: 4.6201 2020-07-24 14:33:05,280 - mmaction - INFO - Epoch [14][460/940] lr: 1.000e-02, eta: 18:44:42, time: 0.651, data_time: 0.004, memory: 8344, top1_acc: 0.5289, top5_acc: 0.7762, loss_cls: 1.9664, loss: 1.9664, grad_norm: 4.6959 2020-07-24 14:33:18,199 - mmaction - INFO - Epoch [14][480/940] lr: 1.000e-02, eta: 18:44:02, time: 0.646, data_time: 0.003, memory: 8344, top1_acc: 0.5465, top5_acc: 0.7787, loss_cls: 1.9014, loss: 1.9014, grad_norm: 4.5401 2020-07-24 14:33:30,153 - mmaction - INFO - Epoch [14][500/940] lr: 1.000e-02, eta: 18:43:16, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5424, top5_acc: 0.7721, loss_cls: 1.9442, loss: 1.9442, grad_norm: 4.6500 2020-07-24 14:33:43,127 - mmaction - INFO - Epoch [14][520/940] lr: 1.000e-02, eta: 18:42:36, time: 0.648, data_time: 0.002, memory: 8344, top1_acc: 0.5369, top5_acc: 0.7738, loss_cls: 1.9514, loss: 1.9514, grad_norm: 4.5893 2020-07-24 14:33:56,115 - mmaction - INFO - Epoch [14][540/940] lr: 1.000e-02, eta: 18:41:56, time: 0.650, data_time: 0.004, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7654, loss_cls: 1.9830, loss: 1.9830, grad_norm: 4.6157 2020-07-24 14:34:07,896 - mmaction - INFO - Epoch [14][560/940] lr: 1.000e-02, eta: 18:41:09, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5521, top5_acc: 0.7723, loss_cls: 1.9443, loss: 1.9443, grad_norm: 4.5466 2020-07-24 14:34:19,881 - mmaction - INFO - Epoch [14][580/940] lr: 1.000e-02, eta: 18:40:24, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.5377, top5_acc: 0.7721, loss_cls: 1.9536, loss: 1.9536, grad_norm: 4.6201 2020-07-24 14:34:33,088 - mmaction - INFO - Epoch [14][600/940] lr: 1.000e-02, eta: 18:39:46, time: 0.660, data_time: 0.002, memory: 8344, top1_acc: 0.5477, top5_acc: 0.7805, loss_cls: 1.8942, loss: 1.8942, grad_norm: 4.5348 2020-07-24 14:34:45,024 - mmaction - INFO - Epoch [14][620/940] lr: 1.000e-02, eta: 18:39:00, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5420, top5_acc: 0.7668, loss_cls: 1.9638, loss: 1.9638, grad_norm: 4.5125 2020-07-24 14:34:57,908 - mmaction - INFO - Epoch [14][640/940] lr: 1.000e-02, eta: 18:38:21, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5354, top5_acc: 0.7713, loss_cls: 1.9624, loss: 1.9624, grad_norm: 4.6577 2020-07-24 14:35:09,773 - mmaction - INFO - Epoch [14][660/940] lr: 1.000e-02, eta: 18:37:35, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5453, top5_acc: 0.7732, loss_cls: 1.9624, loss: 1.9624, grad_norm: 4.6360 2020-07-24 14:35:21,714 - mmaction - INFO - Epoch [14][680/940] lr: 1.000e-02, eta: 18:36:49, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5420, top5_acc: 0.7725, loss_cls: 1.9641, loss: 1.9641, grad_norm: 4.6679 2020-07-24 14:35:33,812 - mmaction - INFO - Epoch [14][700/940] lr: 1.000e-02, eta: 18:36:05, time: 0.606, data_time: 0.004, memory: 8344, top1_acc: 0.5426, top5_acc: 0.7648, loss_cls: 1.9979, loss: 1.9979, grad_norm: 4.6211 2020-07-24 14:35:46,855 - mmaction - INFO - Epoch [14][720/940] lr: 1.000e-02, eta: 18:35:27, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.5350, top5_acc: 0.7689, loss_cls: 1.9777, loss: 1.9777, grad_norm: 4.6225 2020-07-24 14:35:58,677 - mmaction - INFO - Epoch [14][740/940] lr: 1.000e-02, eta: 18:34:41, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5293, top5_acc: 0.7666, loss_cls: 1.9896, loss: 1.9896, grad_norm: 4.6737 2020-07-24 14:36:11,851 - mmaction - INFO - Epoch [14][760/940] lr: 1.000e-02, eta: 18:34:03, time: 0.659, data_time: 0.004, memory: 8344, top1_acc: 0.5312, top5_acc: 0.7691, loss_cls: 2.0037, loss: 2.0037, grad_norm: 4.6152 2020-07-24 14:36:23,651 - mmaction - INFO - Epoch [14][780/940] lr: 1.000e-02, eta: 18:33:18, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5295, top5_acc: 0.7666, loss_cls: 1.9965, loss: 1.9965, grad_norm: 4.7003 2020-07-24 14:36:37,264 - mmaction - INFO - Epoch [14][800/940] lr: 1.000e-02, eta: 18:32:43, time: 0.681, data_time: 0.003, memory: 8344, top1_acc: 0.5355, top5_acc: 0.7727, loss_cls: 1.9803, loss: 1.9803, grad_norm: 4.6469 2020-07-24 14:36:49,046 - mmaction - INFO - Epoch [14][820/940] lr: 1.000e-02, eta: 18:31:58, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 1.9934, loss: 1.9934, grad_norm: 4.6390 2020-07-24 14:37:02,155 - mmaction - INFO - Epoch [14][840/940] lr: 1.000e-02, eta: 18:31:20, time: 0.654, data_time: 0.003, memory: 8344, top1_acc: 0.5396, top5_acc: 0.7678, loss_cls: 1.9519, loss: 1.9519, grad_norm: 4.6331 2020-07-24 14:37:14,422 - mmaction - INFO - Epoch [14][860/940] lr: 1.000e-02, eta: 18:30:38, time: 0.614, data_time: 0.003, memory: 8344, top1_acc: 0.5367, top5_acc: 0.7627, loss_cls: 1.9702, loss: 1.9702, grad_norm: 4.6313 2020-07-24 14:37:26,573 - mmaction - INFO - Epoch [14][880/940] lr: 1.000e-02, eta: 18:29:55, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5293, top5_acc: 0.7660, loss_cls: 2.0064, loss: 2.0064, grad_norm: 4.5862 2020-07-24 14:37:38,536 - mmaction - INFO - Epoch [14][900/940] lr: 1.000e-02, eta: 18:29:10, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5453, top5_acc: 0.7629, loss_cls: 1.9725, loss: 1.9725, grad_norm: 4.5320 2020-07-24 14:37:50,767 - mmaction - INFO - Epoch [14][920/940] lr: 1.000e-02, eta: 18:28:28, time: 0.611, data_time: 0.003, memory: 8344, top1_acc: 0.5367, top5_acc: 0.7705, loss_cls: 1.9552, loss: 1.9552, grad_norm: 4.6065 2020-07-24 14:38:02,148 - mmaction - INFO - Epoch [14][940/940] lr: 1.000e-02, eta: 18:27:40, time: 0.570, data_time: 0.003, memory: 8344, top1_acc: 0.5362, top5_acc: 0.7736, loss_cls: 1.9582, loss: 1.9582, grad_norm: 4.6502 2020-07-24 14:40:20,215 - mmaction - INFO - Epoch [15][20/940] lr: 1.000e-02, eta: 18:39:07, time: 6.553, data_time: 5.840, memory: 8344, top1_acc: 0.5482, top5_acc: 0.7797, loss_cls: 1.9130, loss: 1.9130, grad_norm: 4.5379 2020-07-24 14:40:33,436 - mmaction - INFO - Epoch [15][40/940] lr: 1.000e-02, eta: 18:38:29, time: 0.660, data_time: 0.002, memory: 8344, top1_acc: 0.5518, top5_acc: 0.7795, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.5607 2020-07-24 14:40:46,468 - mmaction - INFO - Epoch [15][60/940] lr: 1.000e-02, eta: 18:37:51, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5588, top5_acc: 0.7850, loss_cls: 1.8641, loss: 1.8641, grad_norm: 4.5041 2020-07-24 14:41:00,148 - mmaction - INFO - Epoch [15][80/940] lr: 1.000e-02, eta: 18:37:16, time: 0.684, data_time: 0.002, memory: 8344, top1_acc: 0.5477, top5_acc: 0.7787, loss_cls: 1.9140, loss: 1.9140, grad_norm: 4.5992 2020-07-24 14:41:12,987 - mmaction - INFO - Epoch [15][100/940] lr: 1.000e-02, eta: 18:36:37, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5484, top5_acc: 0.7787, loss_cls: 1.8993, loss: 1.8993, grad_norm: 4.5084 2020-07-24 14:41:24,801 - mmaction - INFO - Epoch [15][120/940] lr: 1.000e-02, eta: 18:35:51, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5430, top5_acc: 0.7762, loss_cls: 1.9297, loss: 1.9297, grad_norm: 4.5200 2020-07-24 14:41:36,855 - mmaction - INFO - Epoch [15][140/940] lr: 1.000e-02, eta: 18:35:07, time: 0.603, data_time: 0.005, memory: 8344, top1_acc: 0.5457, top5_acc: 0.7807, loss_cls: 1.9076, loss: 1.9076, grad_norm: 4.5248 2020-07-24 14:41:50,189 - mmaction - INFO - Epoch [15][160/940] lr: 1.000e-02, eta: 18:34:31, time: 0.667, data_time: 0.003, memory: 8344, top1_acc: 0.5387, top5_acc: 0.7758, loss_cls: 1.9250, loss: 1.9250, grad_norm: 4.6141 2020-07-24 14:42:02,036 - mmaction - INFO - Epoch [15][180/940] lr: 1.000e-02, eta: 18:33:46, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5504, top5_acc: 0.7803, loss_cls: 1.9188, loss: 1.9188, grad_norm: 4.5566 2020-07-24 14:42:14,987 - mmaction - INFO - Epoch [15][200/940] lr: 1.000e-02, eta: 18:33:07, time: 0.648, data_time: 0.003, memory: 8344, top1_acc: 0.5463, top5_acc: 0.7688, loss_cls: 1.9316, loss: 1.9316, grad_norm: 4.5293 2020-07-24 14:42:26,656 - mmaction - INFO - Epoch [15][220/940] lr: 1.000e-02, eta: 18:32:21, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 1.9480, loss: 1.9480, grad_norm: 4.6225 2020-07-24 14:42:38,590 - mmaction - INFO - Epoch [15][240/940] lr: 1.000e-02, eta: 18:31:37, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5523, top5_acc: 0.7859, loss_cls: 1.8972, loss: 1.8972, grad_norm: 4.6232 2020-07-24 14:42:51,605 - mmaction - INFO - Epoch [15][260/940] lr: 1.000e-02, eta: 18:30:59, time: 0.650, data_time: 0.002, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7736, loss_cls: 1.9171, loss: 1.9171, grad_norm: 4.5688 2020-07-24 14:43:04,709 - mmaction - INFO - Epoch [15][280/940] lr: 1.000e-02, eta: 18:30:22, time: 0.656, data_time: 0.004, memory: 8344, top1_acc: 0.5469, top5_acc: 0.7775, loss_cls: 1.9325, loss: 1.9325, grad_norm: 4.5351 2020-07-24 14:43:16,372 - mmaction - INFO - Epoch [15][300/940] lr: 1.000e-02, eta: 18:29:36, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.5391, top5_acc: 0.7811, loss_cls: 1.9173, loss: 1.9173, grad_norm: 4.5833 2020-07-24 14:43:28,258 - mmaction - INFO - Epoch [15][320/940] lr: 1.000e-02, eta: 18:28:52, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5527, top5_acc: 0.7830, loss_cls: 1.8944, loss: 1.8944, grad_norm: 4.6007 2020-07-24 14:43:41,388 - mmaction - INFO - Epoch [15][340/940] lr: 1.000e-02, eta: 18:28:15, time: 0.656, data_time: 0.002, memory: 8344, top1_acc: 0.5416, top5_acc: 0.7732, loss_cls: 1.9403, loss: 1.9403, grad_norm: 4.5940 2020-07-24 14:43:54,609 - mmaction - INFO - Epoch [15][360/940] lr: 1.000e-02, eta: 18:27:39, time: 0.661, data_time: 0.004, memory: 8344, top1_acc: 0.5469, top5_acc: 0.7736, loss_cls: 1.9419, loss: 1.9419, grad_norm: 4.6420 2020-07-24 14:44:06,421 - mmaction - INFO - Epoch [15][380/940] lr: 1.000e-02, eta: 18:26:54, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5496, top5_acc: 0.7795, loss_cls: 1.9193, loss: 1.9193, grad_norm: 4.6294 2020-07-24 14:44:19,682 - mmaction - INFO - Epoch [15][400/940] lr: 1.000e-02, eta: 18:26:19, time: 0.662, data_time: 0.002, memory: 8344, top1_acc: 0.5359, top5_acc: 0.7725, loss_cls: 1.9490, loss: 1.9490, grad_norm: 4.5852 2020-07-24 14:44:32,487 - mmaction - INFO - Epoch [15][420/940] lr: 1.000e-02, eta: 18:25:40, time: 0.642, data_time: 0.004, memory: 8344, top1_acc: 0.5439, top5_acc: 0.7764, loss_cls: 1.9299, loss: 1.9299, grad_norm: 4.6144 2020-07-24 14:44:45,390 - mmaction - INFO - Epoch [15][440/940] lr: 1.000e-02, eta: 18:25:03, time: 0.645, data_time: 0.003, memory: 8344, top1_acc: 0.5371, top5_acc: 0.7732, loss_cls: 1.9419, loss: 1.9419, grad_norm: 4.5818 2020-07-24 14:44:57,363 - mmaction - INFO - Epoch [15][460/940] lr: 1.000e-02, eta: 18:24:19, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5447, top5_acc: 0.7758, loss_cls: 1.9202, loss: 1.9202, grad_norm: 4.5789 2020-07-24 14:45:10,680 - mmaction - INFO - Epoch [15][480/940] lr: 1.000e-02, eta: 18:23:43, time: 0.654, data_time: 0.002, memory: 8344, top1_acc: 0.5496, top5_acc: 0.7750, loss_cls: 1.9005, loss: 1.9005, grad_norm: 4.5834 2020-07-24 14:45:22,582 - mmaction - INFO - Epoch [15][500/940] lr: 1.000e-02, eta: 18:23:01, time: 0.607, data_time: 0.013, memory: 8344, top1_acc: 0.5537, top5_acc: 0.7830, loss_cls: 1.8863, loss: 1.8863, grad_norm: 4.6384 2020-07-24 14:45:35,541 - mmaction - INFO - Epoch [15][520/940] lr: 1.000e-02, eta: 18:22:24, time: 0.648, data_time: 0.003, memory: 8344, top1_acc: 0.5393, top5_acc: 0.7686, loss_cls: 1.9438, loss: 1.9438, grad_norm: 4.6165 2020-07-24 14:45:47,653 - mmaction - INFO - Epoch [15][540/940] lr: 1.000e-02, eta: 18:21:42, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.5367, top5_acc: 0.7771, loss_cls: 1.9325, loss: 1.9325, grad_norm: 4.6028 2020-07-24 14:45:59,349 - mmaction - INFO - Epoch [15][560/940] lr: 1.000e-02, eta: 18:20:57, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5459, top5_acc: 0.7803, loss_cls: 1.9035, loss: 1.9035, grad_norm: 4.5970 2020-07-24 14:46:11,345 - mmaction - INFO - Epoch [15][580/940] lr: 1.000e-02, eta: 18:20:15, time: 0.601, data_time: 0.004, memory: 8344, top1_acc: 0.5443, top5_acc: 0.7752, loss_cls: 1.9277, loss: 1.9277, grad_norm: 4.6527 2020-07-24 14:46:24,526 - mmaction - INFO - Epoch [15][600/940] lr: 1.000e-02, eta: 18:19:39, time: 0.658, data_time: 0.003, memory: 8344, top1_acc: 0.5404, top5_acc: 0.7676, loss_cls: 1.9825, loss: 1.9825, grad_norm: 4.6542 2020-07-24 14:46:37,853 - mmaction - INFO - Epoch [15][620/940] lr: 1.000e-02, eta: 18:19:05, time: 0.667, data_time: 0.003, memory: 8344, top1_acc: 0.5469, top5_acc: 0.7770, loss_cls: 1.9444, loss: 1.9444, grad_norm: 4.6147 2020-07-24 14:46:50,924 - mmaction - INFO - Epoch [15][640/940] lr: 1.000e-02, eta: 18:18:29, time: 0.653, data_time: 0.002, memory: 8344, top1_acc: 0.5477, top5_acc: 0.7900, loss_cls: 1.8874, loss: 1.8874, grad_norm: 4.5546 2020-07-24 14:47:03,885 - mmaction - INFO - Epoch [15][660/940] lr: 1.000e-02, eta: 18:17:52, time: 0.649, data_time: 0.003, memory: 8344, top1_acc: 0.5500, top5_acc: 0.7779, loss_cls: 1.9063, loss: 1.9063, grad_norm: 4.5488 2020-07-24 14:47:16,742 - mmaction - INFO - Epoch [15][680/940] lr: 1.000e-02, eta: 18:17:15, time: 0.643, data_time: 0.003, memory: 8344, top1_acc: 0.5480, top5_acc: 0.7838, loss_cls: 1.9153, loss: 1.9153, grad_norm: 4.5982 2020-07-24 14:47:29,906 - mmaction - INFO - Epoch [15][700/940] lr: 1.000e-02, eta: 18:16:40, time: 0.658, data_time: 0.002, memory: 8344, top1_acc: 0.5357, top5_acc: 0.7771, loss_cls: 1.9324, loss: 1.9324, grad_norm: 4.5703 2020-07-24 14:47:43,020 - mmaction - INFO - Epoch [15][720/940] lr: 1.000e-02, eta: 18:16:04, time: 0.655, data_time: 0.002, memory: 8344, top1_acc: 0.5389, top5_acc: 0.7742, loss_cls: 1.9595, loss: 1.9595, grad_norm: 4.6361 2020-07-24 14:47:55,954 - mmaction - INFO - Epoch [15][740/940] lr: 1.000e-02, eta: 18:15:28, time: 0.648, data_time: 0.003, memory: 8344, top1_acc: 0.5373, top5_acc: 0.7723, loss_cls: 1.9739, loss: 1.9739, grad_norm: 4.5646 2020-07-24 14:48:07,697 - mmaction - INFO - Epoch [15][760/940] lr: 1.000e-02, eta: 18:14:44, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5510, top5_acc: 0.7824, loss_cls: 1.9301, loss: 1.9301, grad_norm: 4.5916 2020-07-24 14:48:20,998 - mmaction - INFO - Epoch [15][780/940] lr: 1.000e-02, eta: 18:14:10, time: 0.664, data_time: 0.003, memory: 8344, top1_acc: 0.5250, top5_acc: 0.7711, loss_cls: 1.9967, loss: 1.9967, grad_norm: 4.6696 2020-07-24 14:48:33,814 - mmaction - INFO - Epoch [15][800/940] lr: 1.000e-02, eta: 18:13:33, time: 0.642, data_time: 0.004, memory: 8344, top1_acc: 0.5371, top5_acc: 0.7719, loss_cls: 1.9680, loss: 1.9680, grad_norm: 4.5948 2020-07-24 14:48:45,785 - mmaction - INFO - Epoch [15][820/940] lr: 1.000e-02, eta: 18:12:51, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5277, top5_acc: 0.7684, loss_cls: 2.0001, loss: 2.0001, grad_norm: 4.6457 2020-07-24 14:48:58,487 - mmaction - INFO - Epoch [15][840/940] lr: 1.000e-02, eta: 18:12:14, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5381, top5_acc: 0.7699, loss_cls: 1.9823, loss: 1.9823, grad_norm: 4.6397 2020-07-24 14:49:11,569 - mmaction - INFO - Epoch [15][860/940] lr: 1.000e-02, eta: 18:11:39, time: 0.655, data_time: 0.002, memory: 8344, top1_acc: 0.5596, top5_acc: 0.7811, loss_cls: 1.8852, loss: 1.8852, grad_norm: 4.5211 2020-07-24 14:49:24,401 - mmaction - INFO - Epoch [15][880/940] lr: 1.000e-02, eta: 18:11:02, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5520, top5_acc: 0.7814, loss_cls: 1.9283, loss: 1.9283, grad_norm: 4.5995 2020-07-24 14:49:37,438 - mmaction - INFO - Epoch [15][900/940] lr: 1.000e-02, eta: 18:10:27, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.5373, top5_acc: 0.7721, loss_cls: 1.9454, loss: 1.9454, grad_norm: 4.5846 2020-07-24 14:49:50,328 - mmaction - INFO - Epoch [15][920/940] lr: 1.000e-02, eta: 18:09:51, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5420, top5_acc: 0.7715, loss_cls: 1.9599, loss: 1.9599, grad_norm: 4.6403 2020-07-24 14:50:01,484 - mmaction - INFO - Epoch [15][940/940] lr: 1.000e-02, eta: 18:09:05, time: 0.558, data_time: 0.001, memory: 8344, top1_acc: 0.5453, top5_acc: 0.7785, loss_cls: 1.9149, loss: 1.9149, grad_norm: 4.6024 2020-07-24 14:50:07,875 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-07-24 14:52:25,620 - mmaction - INFO - Epoch [16][20/940] lr: 1.000e-02, eta: 18:20:13, time: 6.868, data_time: 6.142, memory: 8344, top1_acc: 0.5568, top5_acc: 0.7889, loss_cls: 1.8598, loss: 1.8598, grad_norm: 4.5805 2020-07-24 14:52:37,240 - mmaction - INFO - Epoch [16][40/940] lr: 1.000e-02, eta: 18:19:29, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.5529, top5_acc: 0.7840, loss_cls: 1.8620, loss: 1.8620, grad_norm: 4.5019 2020-07-24 14:52:49,011 - mmaction - INFO - Epoch [16][60/940] lr: 1.000e-02, eta: 18:18:46, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5488, top5_acc: 0.7732, loss_cls: 1.9084, loss: 1.9084, grad_norm: 4.5414 2020-07-24 14:53:00,942 - mmaction - INFO - Epoch [16][80/940] lr: 1.000e-02, eta: 18:18:03, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5529, top5_acc: 0.7865, loss_cls: 1.8890, loss: 1.8890, grad_norm: 4.5594 2020-07-24 14:53:12,894 - mmaction - INFO - Epoch [16][100/940] lr: 1.000e-02, eta: 18:17:21, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5512, top5_acc: 0.7953, loss_cls: 1.8390, loss: 1.8390, grad_norm: 4.5481 2020-07-24 14:53:25,627 - mmaction - INFO - Epoch [16][120/940] lr: 1.000e-02, eta: 18:16:43, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5463, top5_acc: 0.7686, loss_cls: 1.9387, loss: 1.9387, grad_norm: 4.5826 2020-07-24 14:53:37,713 - mmaction - INFO - Epoch [16][140/940] lr: 1.000e-02, eta: 18:16:02, time: 0.605, data_time: 0.003, memory: 8344, top1_acc: 0.5555, top5_acc: 0.7902, loss_cls: 1.8638, loss: 1.8638, grad_norm: 4.5475 2020-07-24 14:53:50,462 - mmaction - INFO - Epoch [16][160/940] lr: 1.000e-02, eta: 18:15:25, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5449, top5_acc: 0.7846, loss_cls: 1.8879, loss: 1.8879, grad_norm: 4.6369 2020-07-24 14:54:02,168 - mmaction - INFO - Epoch [16][180/940] lr: 1.000e-02, eta: 18:14:42, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5506, top5_acc: 0.7836, loss_cls: 1.8900, loss: 1.8900, grad_norm: 4.5284 2020-07-24 14:54:15,094 - mmaction - INFO - Epoch [16][200/940] lr: 1.000e-02, eta: 18:14:05, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.5395, top5_acc: 0.7771, loss_cls: 1.9365, loss: 1.9365, grad_norm: 4.6732 2020-07-24 14:54:28,109 - mmaction - INFO - Epoch [16][220/940] lr: 1.000e-02, eta: 18:13:30, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.5555, top5_acc: 0.7869, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.5534 2020-07-24 14:54:40,881 - mmaction - INFO - Epoch [16][240/940] lr: 1.000e-02, eta: 18:12:53, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5580, top5_acc: 0.7910, loss_cls: 1.8449, loss: 1.8449, grad_norm: 4.5540 2020-07-24 14:54:53,884 - mmaction - INFO - Epoch [16][260/940] lr: 1.000e-02, eta: 18:12:17, time: 0.650, data_time: 0.002, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7773, loss_cls: 1.9190, loss: 1.9190, grad_norm: 4.6444 2020-07-24 14:55:06,754 - mmaction - INFO - Epoch [16][280/940] lr: 1.000e-02, eta: 18:11:41, time: 0.643, data_time: 0.003, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7844, loss_cls: 1.8875, loss: 1.8875, grad_norm: 4.6337 2020-07-24 14:55:19,781 - mmaction - INFO - Epoch [16][300/940] lr: 1.000e-02, eta: 18:11:05, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5617, top5_acc: 0.7871, loss_cls: 1.8889, loss: 1.8889, grad_norm: 4.5997 2020-07-24 14:55:31,431 - mmaction - INFO - Epoch [16][320/940] lr: 1.000e-02, eta: 18:10:22, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.5541, top5_acc: 0.7738, loss_cls: 1.9183, loss: 1.9183, grad_norm: 4.6154 2020-07-24 14:55:44,370 - mmaction - INFO - Epoch [16][340/940] lr: 1.000e-02, eta: 18:09:47, time: 0.647, data_time: 0.003, memory: 8344, top1_acc: 0.5590, top5_acc: 0.7809, loss_cls: 1.8780, loss: 1.8780, grad_norm: 4.5578 2020-07-24 14:55:57,170 - mmaction - INFO - Epoch [16][360/940] lr: 1.000e-02, eta: 18:09:10, time: 0.640, data_time: 0.003, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7855, loss_cls: 1.8820, loss: 1.8820, grad_norm: 4.6184 2020-07-24 14:56:09,208 - mmaction - INFO - Epoch [16][380/940] lr: 1.000e-02, eta: 18:08:30, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9789, loss: 1.9789, grad_norm: 4.7570 2020-07-24 14:56:22,135 - mmaction - INFO - Epoch [16][400/940] lr: 1.000e-02, eta: 18:07:54, time: 0.647, data_time: 0.003, memory: 8344, top1_acc: 0.5572, top5_acc: 0.7816, loss_cls: 1.8970, loss: 1.8970, grad_norm: 4.6017 2020-07-24 14:56:34,369 - mmaction - INFO - Epoch [16][420/940] lr: 1.000e-02, eta: 18:07:15, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.5502, top5_acc: 0.7777, loss_cls: 1.8966, loss: 1.8966, grad_norm: 4.5380 2020-07-24 14:56:46,554 - mmaction - INFO - Epoch [16][440/940] lr: 1.000e-02, eta: 18:06:35, time: 0.610, data_time: 0.003, memory: 8344, top1_acc: 0.5615, top5_acc: 0.7941, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.5202 2020-07-24 14:56:59,377 - mmaction - INFO - Epoch [16][460/940] lr: 1.000e-02, eta: 18:05:59, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5422, top5_acc: 0.7768, loss_cls: 1.9244, loss: 1.9244, grad_norm: 4.5908 2020-07-24 14:57:11,117 - mmaction - INFO - Epoch [16][480/940] lr: 1.000e-02, eta: 18:05:17, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5576, top5_acc: 0.7852, loss_cls: 1.8628, loss: 1.8628, grad_norm: 4.5709 2020-07-24 14:57:24,254 - mmaction - INFO - Epoch [16][500/940] lr: 1.000e-02, eta: 18:04:43, time: 0.656, data_time: 0.002, memory: 8344, top1_acc: 0.5570, top5_acc: 0.7871, loss_cls: 1.8865, loss: 1.8865, grad_norm: 4.5377 2020-07-24 14:57:37,111 - mmaction - INFO - Epoch [16][520/940] lr: 1.000e-02, eta: 18:04:08, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.5395, top5_acc: 0.7748, loss_cls: 1.9688, loss: 1.9688, grad_norm: 4.6474 2020-07-24 14:57:49,990 - mmaction - INFO - Epoch [16][540/940] lr: 1.000e-02, eta: 18:03:32, time: 0.643, data_time: 0.001, memory: 8344, top1_acc: 0.5416, top5_acc: 0.7883, loss_cls: 1.9178, loss: 1.9178, grad_norm: 4.6421 2020-07-24 14:58:01,786 - mmaction - INFO - Epoch [16][560/940] lr: 1.000e-02, eta: 18:02:51, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5512, top5_acc: 0.7848, loss_cls: 1.8827, loss: 1.8827, grad_norm: 4.6323 2020-07-24 14:58:14,942 - mmaction - INFO - Epoch [16][580/940] lr: 1.000e-02, eta: 18:02:17, time: 0.659, data_time: 0.003, memory: 8344, top1_acc: 0.5334, top5_acc: 0.7771, loss_cls: 1.9559, loss: 1.9559, grad_norm: 4.7389 2020-07-24 14:58:27,780 - mmaction - INFO - Epoch [16][600/940] lr: 1.000e-02, eta: 18:01:42, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.5398, top5_acc: 0.7732, loss_cls: 1.9509, loss: 1.9509, grad_norm: 4.6791 2020-07-24 14:58:40,602 - mmaction - INFO - Epoch [16][620/940] lr: 1.000e-02, eta: 18:01:06, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5436, top5_acc: 0.7775, loss_cls: 1.9301, loss: 1.9301, grad_norm: 4.5779 2020-07-24 14:58:52,584 - mmaction - INFO - Epoch [16][640/940] lr: 1.000e-02, eta: 18:00:26, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5459, top5_acc: 0.7773, loss_cls: 1.9297, loss: 1.9297, grad_norm: 4.6676 2020-07-24 14:59:05,510 - mmaction - INFO - Epoch [16][660/940] lr: 1.000e-02, eta: 17:59:51, time: 0.647, data_time: 0.003, memory: 8344, top1_acc: 0.5582, top5_acc: 0.7838, loss_cls: 1.8838, loss: 1.8838, grad_norm: 4.6152 2020-07-24 14:59:17,413 - mmaction - INFO - Epoch [16][680/940] lr: 1.000e-02, eta: 17:59:11, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.5543, top5_acc: 0.7814, loss_cls: 1.9231, loss: 1.9231, grad_norm: 4.5893 2020-07-24 14:59:29,336 - mmaction - INFO - Epoch [16][700/940] lr: 1.000e-02, eta: 17:58:31, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5416, top5_acc: 0.7672, loss_cls: 1.9486, loss: 1.9486, grad_norm: 4.6283 2020-07-24 14:59:41,303 - mmaction - INFO - Epoch [16][720/940] lr: 1.000e-02, eta: 17:57:52, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5412, top5_acc: 0.7688, loss_cls: 1.9515, loss: 1.9515, grad_norm: 4.5982 2020-07-24 14:59:54,509 - mmaction - INFO - Epoch [16][740/940] lr: 1.000e-02, eta: 17:57:19, time: 0.660, data_time: 0.003, memory: 8344, top1_acc: 0.5359, top5_acc: 0.7779, loss_cls: 1.9215, loss: 1.9215, grad_norm: 4.6207 2020-07-24 15:00:06,473 - mmaction - INFO - Epoch [16][760/940] lr: 1.000e-02, eta: 17:56:38, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.8958, loss: 1.8958, grad_norm: 4.5377 2020-07-24 15:00:24,318 - mmaction - INFO - Epoch [16][780/940] lr: 1.000e-02, eta: 17:56:30, time: 0.896, data_time: 0.035, memory: 8344, top1_acc: 0.5506, top5_acc: 0.7787, loss_cls: 1.8898, loss: 1.8898, grad_norm: 4.6237 2020-07-24 15:00:36,231 - mmaction - INFO - Epoch [16][800/940] lr: 1.000e-02, eta: 17:55:51, time: 0.601, data_time: 0.022, memory: 8344, top1_acc: 0.5508, top5_acc: 0.7893, loss_cls: 1.8886, loss: 1.8886, grad_norm: 4.6196 2020-07-24 15:00:49,097 - mmaction - INFO - Epoch [16][820/940] lr: 1.000e-02, eta: 17:55:16, time: 0.643, data_time: 0.003, memory: 8344, top1_acc: 0.5443, top5_acc: 0.7787, loss_cls: 1.9255, loss: 1.9255, grad_norm: 4.7117 2020-07-24 15:01:01,254 - mmaction - INFO - Epoch [16][840/940] lr: 1.000e-02, eta: 17:54:38, time: 0.609, data_time: 0.003, memory: 8344, top1_acc: 0.5467, top5_acc: 0.7818, loss_cls: 1.9174, loss: 1.9174, grad_norm: 4.6278 2020-07-24 15:01:14,155 - mmaction - INFO - Epoch [16][860/940] lr: 1.000e-02, eta: 17:54:03, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5449, top5_acc: 0.7875, loss_cls: 1.9052, loss: 1.9052, grad_norm: 4.6291 2020-07-24 15:01:26,072 - mmaction - INFO - Epoch [16][880/940] lr: 1.000e-02, eta: 17:53:24, time: 0.600, data_time: 0.006, memory: 8344, top1_acc: 0.5432, top5_acc: 0.7828, loss_cls: 1.9090, loss: 1.9090, grad_norm: 4.5801 2020-07-24 15:01:39,122 - mmaction - INFO - Epoch [16][900/940] lr: 1.000e-02, eta: 17:52:51, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.5414, top5_acc: 0.7744, loss_cls: 1.9575, loss: 1.9575, grad_norm: 4.6705 2020-07-24 15:01:52,072 - mmaction - INFO - Epoch [16][920/940] lr: 1.000e-02, eta: 17:52:17, time: 0.648, data_time: 0.002, memory: 8344, top1_acc: 0.5367, top5_acc: 0.7678, loss_cls: 1.9915, loss: 1.9915, grad_norm: 4.6173 2020-07-24 15:02:03,228 - mmaction - INFO - Epoch [16][940/940] lr: 1.000e-02, eta: 17:51:34, time: 0.558, data_time: 0.003, memory: 8344, top1_acc: 0.5388, top5_acc: 0.7791, loss_cls: 1.9264, loss: 1.9264, grad_norm: 4.6795 2020-07-24 15:04:50,912 - mmaction - INFO - Epoch [17][20/940] lr: 1.000e-02, eta: 18:03:37, time: 7.869, data_time: 7.149, memory: 8344, top1_acc: 0.5559, top5_acc: 0.7893, loss_cls: 1.8616, loss: 1.8616, grad_norm: 4.6544 2020-07-24 15:05:02,827 - mmaction - INFO - Epoch [17][40/940] lr: 1.000e-02, eta: 18:02:57, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.5391, top5_acc: 0.7773, loss_cls: 1.9338, loss: 1.9338, grad_norm: 4.6061 2020-07-24 15:05:14,697 - mmaction - INFO - Epoch [17][60/940] lr: 1.000e-02, eta: 18:02:16, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5572, top5_acc: 0.7895, loss_cls: 1.8706, loss: 1.8706, grad_norm: 4.5723 2020-07-24 15:05:26,578 - mmaction - INFO - Epoch [17][80/940] lr: 1.000e-02, eta: 18:01:36, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.9041, loss: 1.9041, grad_norm: 4.5708 2020-07-24 15:05:39,500 - mmaction - INFO - Epoch [17][100/940] lr: 1.000e-02, eta: 18:01:01, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7934, loss_cls: 1.8101, loss: 1.8101, grad_norm: 4.5590 2020-07-24 15:05:52,315 - mmaction - INFO - Epoch [17][120/940] lr: 1.000e-02, eta: 18:00:26, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5375, top5_acc: 0.7854, loss_cls: 1.9078, loss: 1.9078, grad_norm: 4.6525 2020-07-24 15:06:05,296 - mmaction - INFO - Epoch [17][140/940] lr: 1.000e-02, eta: 17:59:51, time: 0.649, data_time: 0.002, memory: 8344, top1_acc: 0.5531, top5_acc: 0.7877, loss_cls: 1.8766, loss: 1.8766, grad_norm: 4.6528 2020-07-24 15:06:17,163 - mmaction - INFO - Epoch [17][160/940] lr: 1.000e-02, eta: 17:59:11, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5576, top5_acc: 0.7867, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.5707 2020-07-24 15:06:30,083 - mmaction - INFO - Epoch [17][180/940] lr: 1.000e-02, eta: 17:58:36, time: 0.645, data_time: 0.001, memory: 8344, top1_acc: 0.5561, top5_acc: 0.7883, loss_cls: 1.8785, loss: 1.8785, grad_norm: 4.5753 2020-07-24 15:06:41,733 - mmaction - INFO - Epoch [17][200/940] lr: 1.000e-02, eta: 17:57:55, time: 0.581, data_time: 0.003, memory: 8344, top1_acc: 0.5529, top5_acc: 0.7752, loss_cls: 1.8986, loss: 1.8986, grad_norm: 4.6107 2020-07-24 15:06:54,608 - mmaction - INFO - Epoch [17][220/940] lr: 1.000e-02, eta: 17:57:21, time: 0.646, data_time: 0.004, memory: 8344, top1_acc: 0.5680, top5_acc: 0.7955, loss_cls: 1.8192, loss: 1.8192, grad_norm: 4.4398 2020-07-24 15:07:06,408 - mmaction - INFO - Epoch [17][240/940] lr: 1.000e-02, eta: 17:56:40, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5547, top5_acc: 0.7824, loss_cls: 1.8687, loss: 1.8687, grad_norm: 4.5338 2020-07-24 15:07:19,451 - mmaction - INFO - Epoch [17][260/940] lr: 1.000e-02, eta: 17:56:07, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5457, top5_acc: 0.7891, loss_cls: 1.8867, loss: 1.8867, grad_norm: 4.6706 2020-07-24 15:07:31,480 - mmaction - INFO - Epoch [17][280/940] lr: 1.000e-02, eta: 17:55:28, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5426, top5_acc: 0.7785, loss_cls: 1.9305, loss: 1.9305, grad_norm: 4.6861 2020-07-24 15:07:44,179 - mmaction - INFO - Epoch [17][300/940] lr: 1.000e-02, eta: 17:54:52, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5617, top5_acc: 0.7854, loss_cls: 1.8696, loss: 1.8696, grad_norm: 4.5450 2020-07-24 15:07:56,038 - mmaction - INFO - Epoch [17][320/940] lr: 1.000e-02, eta: 17:54:13, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5527, top5_acc: 0.7828, loss_cls: 1.8967, loss: 1.8967, grad_norm: 4.6647 2020-07-24 15:08:07,863 - mmaction - INFO - Epoch [17][340/940] lr: 1.000e-02, eta: 17:53:33, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5652, top5_acc: 0.7783, loss_cls: 1.8761, loss: 1.8761, grad_norm: 4.5842 2020-07-24 15:08:19,679 - mmaction - INFO - Epoch [17][360/940] lr: 1.000e-02, eta: 17:52:53, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5521, top5_acc: 0.7836, loss_cls: 1.8983, loss: 1.8983, grad_norm: 4.6635 2020-07-24 15:08:32,795 - mmaction - INFO - Epoch [17][380/940] lr: 1.000e-02, eta: 17:52:20, time: 0.657, data_time: 0.003, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7836, loss_cls: 1.8793, loss: 1.8793, grad_norm: 4.6669 2020-07-24 15:08:45,663 - mmaction - INFO - Epoch [17][400/940] lr: 1.000e-02, eta: 17:51:46, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.5557, top5_acc: 0.7855, loss_cls: 1.8640, loss: 1.8640, grad_norm: 4.5813 2020-07-24 15:08:57,459 - mmaction - INFO - Epoch [17][420/940] lr: 1.000e-02, eta: 17:51:06, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5588, top5_acc: 0.7836, loss_cls: 1.8836, loss: 1.8836, grad_norm: 4.5745 2020-07-24 15:09:09,338 - mmaction - INFO - Epoch [17][440/940] lr: 1.000e-02, eta: 17:50:27, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5563, top5_acc: 0.7840, loss_cls: 1.8940, loss: 1.8940, grad_norm: 4.6335 2020-07-24 15:09:22,681 - mmaction - INFO - Epoch [17][460/940] lr: 1.000e-02, eta: 17:49:56, time: 0.666, data_time: 0.002, memory: 8344, top1_acc: 0.5443, top5_acc: 0.7754, loss_cls: 1.9363, loss: 1.9363, grad_norm: 4.6870 2020-07-24 15:09:35,458 - mmaction - INFO - Epoch [17][480/940] lr: 1.000e-02, eta: 17:49:21, time: 0.639, data_time: 0.003, memory: 8344, top1_acc: 0.5512, top5_acc: 0.7885, loss_cls: 1.8814, loss: 1.8814, grad_norm: 4.6227 2020-07-24 15:09:47,667 - mmaction - INFO - Epoch [17][500/940] lr: 1.000e-02, eta: 17:48:44, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.5406, top5_acc: 0.7729, loss_cls: 1.9319, loss: 1.9319, grad_norm: 4.5943 2020-07-24 15:10:00,548 - mmaction - INFO - Epoch [17][520/940] lr: 1.000e-02, eta: 17:48:10, time: 0.644, data_time: 0.003, memory: 8344, top1_acc: 0.5482, top5_acc: 0.7863, loss_cls: 1.9024, loss: 1.9024, grad_norm: 4.5818 2020-07-24 15:10:12,521 - mmaction - INFO - Epoch [17][540/940] lr: 1.000e-02, eta: 17:47:32, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5570, top5_acc: 0.7828, loss_cls: 1.8751, loss: 1.8751, grad_norm: 4.6075 2020-07-24 15:10:25,777 - mmaction - INFO - Epoch [17][560/940] lr: 1.000e-02, eta: 17:47:00, time: 0.663, data_time: 0.002, memory: 8344, top1_acc: 0.5580, top5_acc: 0.7937, loss_cls: 1.8415, loss: 1.8415, grad_norm: 4.5752 2020-07-24 15:10:37,459 - mmaction - INFO - Epoch [17][580/940] lr: 1.000e-02, eta: 17:46:20, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5543, top5_acc: 0.7824, loss_cls: 1.8956, loss: 1.8956, grad_norm: 4.6149 2020-07-24 15:10:49,319 - mmaction - INFO - Epoch [17][600/940] lr: 1.000e-02, eta: 17:45:42, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5521, top5_acc: 0.7887, loss_cls: 1.8752, loss: 1.8752, grad_norm: 4.5504 2020-07-24 15:11:01,251 - mmaction - INFO - Epoch [17][620/940] lr: 1.000e-02, eta: 17:45:03, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5467, top5_acc: 0.7746, loss_cls: 1.9338, loss: 1.9338, grad_norm: 4.6425 2020-07-24 15:11:14,554 - mmaction - INFO - Epoch [17][640/940] lr: 1.000e-02, eta: 17:44:32, time: 0.665, data_time: 0.003, memory: 8344, top1_acc: 0.5566, top5_acc: 0.7824, loss_cls: 1.8874, loss: 1.8874, grad_norm: 4.5781 2020-07-24 15:11:26,807 - mmaction - INFO - Epoch [17][660/940] lr: 1.000e-02, eta: 17:43:55, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.5520, top5_acc: 0.7789, loss_cls: 1.9091, loss: 1.9091, grad_norm: 4.6451 2020-07-24 15:11:38,668 - mmaction - INFO - Epoch [17][680/940] lr: 1.000e-02, eta: 17:43:17, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5545, top5_acc: 0.7883, loss_cls: 1.8739, loss: 1.8739, grad_norm: 4.6143 2020-07-24 15:11:50,874 - mmaction - INFO - Epoch [17][700/940] lr: 1.000e-02, eta: 17:42:40, time: 0.610, data_time: 0.003, memory: 8344, top1_acc: 0.5502, top5_acc: 0.7832, loss_cls: 1.8871, loss: 1.8871, grad_norm: 4.6428 2020-07-24 15:12:03,535 - mmaction - INFO - Epoch [17][720/940] lr: 1.000e-02, eta: 17:42:06, time: 0.633, data_time: 0.004, memory: 8344, top1_acc: 0.5492, top5_acc: 0.7723, loss_cls: 1.9241, loss: 1.9241, grad_norm: 4.6305 2020-07-24 15:12:15,554 - mmaction - INFO - Epoch [17][740/940] lr: 1.000e-02, eta: 17:41:28, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5414, top5_acc: 0.7854, loss_cls: 1.8898, loss: 1.8898, grad_norm: 4.6243 2020-07-24 15:12:28,416 - mmaction - INFO - Epoch [17][760/940] lr: 1.000e-02, eta: 17:40:55, time: 0.644, data_time: 0.003, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7852, loss_cls: 1.8856, loss: 1.8856, grad_norm: 4.6393 2020-07-24 15:12:41,070 - mmaction - INFO - Epoch [17][780/940] lr: 1.000e-02, eta: 17:40:21, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5498, top5_acc: 0.7787, loss_cls: 1.9042, loss: 1.9042, grad_norm: 4.6369 2020-07-24 15:12:53,449 - mmaction - INFO - Epoch [17][800/940] lr: 1.000e-02, eta: 17:39:46, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7779, loss_cls: 1.9031, loss: 1.9031, grad_norm: 4.5875 2020-07-24 15:13:06,230 - mmaction - INFO - Epoch [17][820/940] lr: 1.000e-02, eta: 17:39:12, time: 0.640, data_time: 0.003, memory: 8344, top1_acc: 0.5547, top5_acc: 0.7811, loss_cls: 1.9251, loss: 1.9251, grad_norm: 4.5977 2020-07-24 15:13:18,181 - mmaction - INFO - Epoch [17][840/940] lr: 1.000e-02, eta: 17:38:35, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5484, top5_acc: 0.7752, loss_cls: 1.9338, loss: 1.9338, grad_norm: 4.6678 2020-07-24 15:13:31,088 - mmaction - INFO - Epoch [17][860/940] lr: 1.000e-02, eta: 17:38:02, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7857, loss_cls: 1.8885, loss: 1.8885, grad_norm: 4.5332 2020-07-24 15:13:43,926 - mmaction - INFO - Epoch [17][880/940] lr: 1.000e-02, eta: 17:37:29, time: 0.643, data_time: 0.004, memory: 8344, top1_acc: 0.5463, top5_acc: 0.7818, loss_cls: 1.9204, loss: 1.9204, grad_norm: 4.6238 2020-07-24 15:13:55,879 - mmaction - INFO - Epoch [17][900/940] lr: 1.000e-02, eta: 17:36:51, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.5502, top5_acc: 0.7793, loss_cls: 1.9103, loss: 1.9103, grad_norm: 4.6474 2020-07-24 15:14:08,858 - mmaction - INFO - Epoch [17][920/940] lr: 1.000e-02, eta: 17:36:19, time: 0.650, data_time: 0.004, memory: 8344, top1_acc: 0.5480, top5_acc: 0.7764, loss_cls: 1.9136, loss: 1.9136, grad_norm: 4.6015 2020-07-24 15:14:20,001 - mmaction - INFO - Epoch [17][940/940] lr: 1.000e-02, eta: 17:35:38, time: 0.558, data_time: 0.003, memory: 8344, top1_acc: 0.5431, top5_acc: 0.7813, loss_cls: 1.9210, loss: 1.9210, grad_norm: 4.6664 2020-07-24 15:16:35,403 - mmaction - INFO - Epoch [18][20/940] lr: 1.000e-02, eta: 17:44:44, time: 6.571, data_time: 5.826, memory: 8344, top1_acc: 0.5576, top5_acc: 0.7893, loss_cls: 1.8278, loss: 1.8278, grad_norm: 4.5017 2020-07-24 15:16:47,227 - mmaction - INFO - Epoch [18][40/940] lr: 1.000e-02, eta: 17:44:05, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5531, top5_acc: 0.7807, loss_cls: 1.8978, loss: 1.8978, grad_norm: 4.5786 2020-07-24 15:16:59,928 - mmaction - INFO - Epoch [18][60/940] lr: 1.000e-02, eta: 17:43:31, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5689, top5_acc: 0.7953, loss_cls: 1.8241, loss: 1.8241, grad_norm: 4.5323 2020-07-24 15:17:12,750 - mmaction - INFO - Epoch [18][80/940] lr: 1.000e-02, eta: 17:42:57, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5596, top5_acc: 0.7881, loss_cls: 1.8355, loss: 1.8355, grad_norm: 4.5402 2020-07-24 15:17:24,505 - mmaction - INFO - Epoch [18][100/940] lr: 1.000e-02, eta: 17:42:18, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5668, top5_acc: 0.7908, loss_cls: 1.8108, loss: 1.8108, grad_norm: 4.5658 2020-07-24 15:17:37,618 - mmaction - INFO - Epoch [18][120/940] lr: 1.000e-02, eta: 17:41:46, time: 0.655, data_time: 0.002, memory: 8344, top1_acc: 0.5535, top5_acc: 0.7789, loss_cls: 1.8903, loss: 1.8903, grad_norm: 4.6316 2020-07-24 15:17:50,698 - mmaction - INFO - Epoch [18][140/940] lr: 1.000e-02, eta: 17:41:14, time: 0.655, data_time: 0.003, memory: 8344, top1_acc: 0.5557, top5_acc: 0.7830, loss_cls: 1.8650, loss: 1.8650, grad_norm: 4.6081 2020-07-24 15:18:03,800 - mmaction - INFO - Epoch [18][160/940] lr: 1.000e-02, eta: 17:40:42, time: 0.655, data_time: 0.002, memory: 8344, top1_acc: 0.5652, top5_acc: 0.7902, loss_cls: 1.8426, loss: 1.8426, grad_norm: 4.5511 2020-07-24 15:18:15,599 - mmaction - INFO - Epoch [18][180/940] lr: 1.000e-02, eta: 17:40:04, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5535, top5_acc: 0.7836, loss_cls: 1.8790, loss: 1.8790, grad_norm: 4.6536 2020-07-24 15:18:27,712 - mmaction - INFO - Epoch [18][200/940] lr: 1.000e-02, eta: 17:39:27, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.5680, top5_acc: 0.7965, loss_cls: 1.8202, loss: 1.8202, grad_norm: 4.5302 2020-07-24 15:18:39,675 - mmaction - INFO - Epoch [18][220/940] lr: 1.000e-02, eta: 17:38:50, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5654, top5_acc: 0.7873, loss_cls: 1.8518, loss: 1.8518, grad_norm: 4.5983 2020-07-24 15:18:52,562 - mmaction - INFO - Epoch [18][240/940] lr: 1.000e-02, eta: 17:38:17, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5605, top5_acc: 0.7936, loss_cls: 1.8171, loss: 1.8171, grad_norm: 4.5531 2020-07-24 15:19:05,175 - mmaction - INFO - Epoch [18][260/940] lr: 1.000e-02, eta: 17:37:43, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5633, top5_acc: 0.7881, loss_cls: 1.8464, loss: 1.8464, grad_norm: 4.5630 2020-07-24 15:19:17,000 - mmaction - INFO - Epoch [18][280/940] lr: 1.000e-02, eta: 17:37:05, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5475, top5_acc: 0.7869, loss_cls: 1.8907, loss: 1.8907, grad_norm: 4.6131 2020-07-24 15:19:30,160 - mmaction - INFO - Epoch [18][300/940] lr: 1.000e-02, eta: 17:36:34, time: 0.658, data_time: 0.001, memory: 8344, top1_acc: 0.5643, top5_acc: 0.7854, loss_cls: 1.8444, loss: 1.8444, grad_norm: 4.6883 2020-07-24 15:19:41,940 - mmaction - INFO - Epoch [18][320/940] lr: 1.000e-02, eta: 17:35:56, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5650, top5_acc: 0.7898, loss_cls: 1.8386, loss: 1.8386, grad_norm: 4.5945 2020-07-24 15:19:53,960 - mmaction - INFO - Epoch [18][340/940] lr: 1.000e-02, eta: 17:35:19, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5707, top5_acc: 0.7863, loss_cls: 1.8428, loss: 1.8428, grad_norm: 4.5146 2020-07-24 15:20:06,995 - mmaction - INFO - Epoch [18][360/940] lr: 1.000e-02, eta: 17:34:47, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.5684, top5_acc: 0.7947, loss_cls: 1.8169, loss: 1.8169, grad_norm: 4.5169 2020-07-24 15:20:18,985 - mmaction - INFO - Epoch [18][380/940] lr: 1.000e-02, eta: 17:34:11, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5584, top5_acc: 0.7902, loss_cls: 1.8605, loss: 1.8605, grad_norm: 4.6191 2020-07-24 15:20:30,814 - mmaction - INFO - Epoch [18][400/940] lr: 1.000e-02, eta: 17:33:33, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5600, top5_acc: 0.7912, loss_cls: 1.8272, loss: 1.8272, grad_norm: 4.6016 2020-07-24 15:20:43,699 - mmaction - INFO - Epoch [18][420/940] lr: 1.000e-02, eta: 17:33:01, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5553, top5_acc: 0.7881, loss_cls: 1.8642, loss: 1.8642, grad_norm: 4.6291 2020-07-24 15:20:55,757 - mmaction - INFO - Epoch [18][440/940] lr: 1.000e-02, eta: 17:32:24, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5521, top5_acc: 0.7789, loss_cls: 1.8938, loss: 1.8938, grad_norm: 4.6989 2020-07-24 15:21:08,541 - mmaction - INFO - Epoch [18][460/940] lr: 1.000e-02, eta: 17:31:52, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5584, top5_acc: 0.7865, loss_cls: 1.8717, loss: 1.8717, grad_norm: 4.5733 2020-07-24 15:21:20,720 - mmaction - INFO - Epoch [18][480/940] lr: 1.000e-02, eta: 17:31:16, time: 0.610, data_time: 0.003, memory: 8344, top1_acc: 0.5551, top5_acc: 0.7682, loss_cls: 1.9080, loss: 1.9080, grad_norm: 4.5769 2020-07-24 15:21:33,549 - mmaction - INFO - Epoch [18][500/940] lr: 1.000e-02, eta: 17:30:44, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5494, top5_acc: 0.7762, loss_cls: 1.9255, loss: 1.9255, grad_norm: 4.6802 2020-07-24 15:21:45,847 - mmaction - INFO - Epoch [18][520/940] lr: 1.000e-02, eta: 17:30:09, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.5455, top5_acc: 0.7832, loss_cls: 1.9041, loss: 1.9041, grad_norm: 4.6140 2020-07-24 15:21:57,687 - mmaction - INFO - Epoch [18][540/940] lr: 1.000e-02, eta: 17:29:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5559, top5_acc: 0.7871, loss_cls: 1.8798, loss: 1.8798, grad_norm: 4.6046 2020-07-24 15:22:09,695 - mmaction - INFO - Epoch [18][560/940] lr: 1.000e-02, eta: 17:28:56, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5531, top5_acc: 0.7803, loss_cls: 1.9039, loss: 1.9039, grad_norm: 4.6900 2020-07-24 15:22:21,372 - mmaction - INFO - Epoch [18][580/940] lr: 1.000e-02, eta: 17:28:18, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5549, top5_acc: 0.7859, loss_cls: 1.8706, loss: 1.8706, grad_norm: 4.5704 2020-07-24 15:22:33,380 - mmaction - INFO - Epoch [18][600/940] lr: 1.000e-02, eta: 17:27:42, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5551, top5_acc: 0.7885, loss_cls: 1.8673, loss: 1.8673, grad_norm: 4.5744 2020-07-24 15:22:46,479 - mmaction - INFO - Epoch [18][620/940] lr: 1.000e-02, eta: 17:27:11, time: 0.656, data_time: 0.003, memory: 8344, top1_acc: 0.5566, top5_acc: 0.7789, loss_cls: 1.8770, loss: 1.8770, grad_norm: 4.5906 2020-07-24 15:22:58,192 - mmaction - INFO - Epoch [18][640/940] lr: 1.000e-02, eta: 17:26:34, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.5617, top5_acc: 0.7838, loss_cls: 1.8831, loss: 1.8831, grad_norm: 4.6130 2020-07-24 15:23:11,079 - mmaction - INFO - Epoch [18][660/940] lr: 1.000e-02, eta: 17:26:02, time: 0.645, data_time: 0.003, memory: 8344, top1_acc: 0.5543, top5_acc: 0.7885, loss_cls: 1.8708, loss: 1.8708, grad_norm: 4.6775 2020-07-24 15:23:22,894 - mmaction - INFO - Epoch [18][680/940] lr: 1.000e-02, eta: 17:25:25, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5547, top5_acc: 0.7836, loss_cls: 1.8865, loss: 1.8865, grad_norm: 4.6099 2020-07-24 15:23:35,834 - mmaction - INFO - Epoch [18][700/940] lr: 1.000e-02, eta: 17:24:54, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5475, top5_acc: 0.7836, loss_cls: 1.9138, loss: 1.9138, grad_norm: 4.7079 2020-07-24 15:23:48,723 - mmaction - INFO - Epoch [18][720/940] lr: 1.000e-02, eta: 17:24:22, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5521, top5_acc: 0.7947, loss_cls: 1.8458, loss: 1.8458, grad_norm: 4.6553 2020-07-24 15:24:00,529 - mmaction - INFO - Epoch [18][740/940] lr: 1.000e-02, eta: 17:23:46, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5715, top5_acc: 0.7926, loss_cls: 1.8267, loss: 1.8267, grad_norm: 4.6158 2020-07-24 15:24:12,491 - mmaction - INFO - Epoch [18][760/940] lr: 1.000e-02, eta: 17:23:10, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.8771, loss: 1.8771, grad_norm: 4.7049 2020-07-24 15:24:25,229 - mmaction - INFO - Epoch [18][780/940] lr: 1.000e-02, eta: 17:22:38, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5520, top5_acc: 0.7873, loss_cls: 1.8805, loss: 1.8805, grad_norm: 4.6464 2020-07-24 15:24:38,060 - mmaction - INFO - Epoch [18][800/940] lr: 1.000e-02, eta: 17:22:06, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5576, top5_acc: 0.7820, loss_cls: 1.8769, loss: 1.8769, grad_norm: 4.6242 2020-07-24 15:24:50,640 - mmaction - INFO - Epoch [18][820/940] lr: 1.000e-02, eta: 17:21:33, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5604, top5_acc: 0.7783, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.5195 2020-07-24 15:25:02,506 - mmaction - INFO - Epoch [18][840/940] lr: 1.000e-02, eta: 17:20:57, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5398, top5_acc: 0.7717, loss_cls: 1.9482, loss: 1.9482, grad_norm: 4.6652 2020-07-24 15:25:15,472 - mmaction - INFO - Epoch [18][860/940] lr: 1.000e-02, eta: 17:20:26, time: 0.649, data_time: 0.003, memory: 8344, top1_acc: 0.5373, top5_acc: 0.7732, loss_cls: 1.9565, loss: 1.9565, grad_norm: 4.7635 2020-07-24 15:25:27,236 - mmaction - INFO - Epoch [18][880/940] lr: 1.000e-02, eta: 17:19:50, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5443, top5_acc: 0.7752, loss_cls: 1.9092, loss: 1.9092, grad_norm: 4.7200 2020-07-24 15:25:40,791 - mmaction - INFO - Epoch [18][900/940] lr: 1.000e-02, eta: 17:19:22, time: 0.678, data_time: 0.002, memory: 8344, top1_acc: 0.5539, top5_acc: 0.7877, loss_cls: 1.8859, loss: 1.8859, grad_norm: 4.5647 2020-07-24 15:25:52,614 - mmaction - INFO - Epoch [18][920/940] lr: 1.000e-02, eta: 17:18:46, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5572, top5_acc: 0.7873, loss_cls: 1.8910, loss: 1.8910, grad_norm: 4.6242 2020-07-24 15:26:04,245 - mmaction - INFO - Epoch [18][940/940] lr: 1.000e-02, eta: 17:18:09, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.5447, top5_acc: 0.7734, loss_cls: 1.9334, loss: 1.9334, grad_norm: 4.6740 2020-07-24 15:28:50,227 - mmaction - INFO - Epoch [19][20/940] lr: 1.000e-02, eta: 17:28:47, time: 8.006, data_time: 7.273, memory: 8344, top1_acc: 0.5713, top5_acc: 0.7996, loss_cls: 1.7953, loss: 1.7953, grad_norm: 4.4369 2020-07-24 15:29:01,812 - mmaction - INFO - Epoch [19][40/940] lr: 1.000e-02, eta: 17:28:10, time: 0.580, data_time: 0.003, memory: 8344, top1_acc: 0.5766, top5_acc: 0.7934, loss_cls: 1.8032, loss: 1.8032, grad_norm: 4.5004 2020-07-24 15:29:13,645 - mmaction - INFO - Epoch [19][60/940] lr: 1.000e-02, eta: 17:27:33, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5586, top5_acc: 0.7840, loss_cls: 1.8547, loss: 1.8547, grad_norm: 4.6697 2020-07-24 15:29:26,572 - mmaction - INFO - Epoch [19][80/940] lr: 1.000e-02, eta: 17:27:01, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5568, top5_acc: 0.7936, loss_cls: 1.8555, loss: 1.8555, grad_norm: 4.6551 2020-07-24 15:29:39,845 - mmaction - INFO - Epoch [19][100/940] lr: 1.000e-02, eta: 17:26:31, time: 0.664, data_time: 0.003, memory: 8344, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 1.8421, loss: 1.8421, grad_norm: 4.5574 2020-07-24 15:29:52,666 - mmaction - INFO - Epoch [19][120/940] lr: 1.000e-02, eta: 17:25:59, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5602, top5_acc: 0.7877, loss_cls: 1.8371, loss: 1.8371, grad_norm: 4.5629 2020-07-24 15:30:04,460 - mmaction - INFO - Epoch [19][140/940] lr: 1.000e-02, eta: 17:25:22, time: 0.588, data_time: 0.004, memory: 8344, top1_acc: 0.5707, top5_acc: 0.7898, loss_cls: 1.8508, loss: 1.8508, grad_norm: 4.5831 2020-07-24 15:30:17,265 - mmaction - INFO - Epoch [19][160/940] lr: 1.000e-02, eta: 17:24:50, time: 0.643, data_time: 0.004, memory: 8344, top1_acc: 0.5713, top5_acc: 0.7898, loss_cls: 1.8248, loss: 1.8248, grad_norm: 4.5354 2020-07-24 15:30:28,945 - mmaction - INFO - Epoch [19][180/940] lr: 1.000e-02, eta: 17:24:13, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.5639, top5_acc: 0.7967, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.5907 2020-07-24 15:30:41,861 - mmaction - INFO - Epoch [19][200/940] lr: 1.000e-02, eta: 17:23:42, time: 0.647, data_time: 0.004, memory: 8344, top1_acc: 0.5676, top5_acc: 0.7924, loss_cls: 1.8479, loss: 1.8479, grad_norm: 4.6448 2020-07-24 15:30:54,616 - mmaction - INFO - Epoch [19][220/940] lr: 1.000e-02, eta: 17:23:10, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5693, top5_acc: 0.7875, loss_cls: 1.8351, loss: 1.8351, grad_norm: 4.5983 2020-07-24 15:31:06,488 - mmaction - INFO - Epoch [19][240/940] lr: 1.000e-02, eta: 17:22:34, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5656, top5_acc: 0.7920, loss_cls: 1.8396, loss: 1.8396, grad_norm: 4.6569 2020-07-24 15:31:19,453 - mmaction - INFO - Epoch [19][260/940] lr: 1.000e-02, eta: 17:22:02, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5646, top5_acc: 0.7949, loss_cls: 1.8323, loss: 1.8323, grad_norm: 4.6802 2020-07-24 15:31:31,130 - mmaction - INFO - Epoch [19][280/940] lr: 1.000e-02, eta: 17:21:26, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.5604, top5_acc: 0.7861, loss_cls: 1.8465, loss: 1.8465, grad_norm: 4.5965 2020-07-24 15:31:44,364 - mmaction - INFO - Epoch [19][300/940] lr: 1.000e-02, eta: 17:20:56, time: 0.661, data_time: 0.002, memory: 8344, top1_acc: 0.5732, top5_acc: 0.7887, loss_cls: 1.8288, loss: 1.8288, grad_norm: 4.5680 2020-07-24 15:31:57,029 - mmaction - INFO - Epoch [19][320/940] lr: 1.000e-02, eta: 17:20:23, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5633, top5_acc: 0.7805, loss_cls: 1.8824, loss: 1.8824, grad_norm: 4.6421 2020-07-24 15:32:09,983 - mmaction - INFO - Epoch [19][340/940] lr: 1.000e-02, eta: 17:19:53, time: 0.649, data_time: 0.003, memory: 8344, top1_acc: 0.5621, top5_acc: 0.7943, loss_cls: 1.8096, loss: 1.8096, grad_norm: 4.5906 2020-07-24 15:32:22,669 - mmaction - INFO - Epoch [19][360/940] lr: 1.000e-02, eta: 17:19:20, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5520, top5_acc: 0.7859, loss_cls: 1.8904, loss: 1.8904, grad_norm: 4.7091 2020-07-24 15:32:35,729 - mmaction - INFO - Epoch [19][380/940] lr: 1.000e-02, eta: 17:18:50, time: 0.653, data_time: 0.002, memory: 8344, top1_acc: 0.5551, top5_acc: 0.7814, loss_cls: 1.8549, loss: 1.8549, grad_norm: 4.5989 2020-07-24 15:32:47,408 - mmaction - INFO - Epoch [19][400/940] lr: 1.000e-02, eta: 17:18:13, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.8538, loss: 1.8538, grad_norm: 4.5780 2020-07-24 15:33:00,145 - mmaction - INFO - Epoch [19][420/940] lr: 1.000e-02, eta: 17:17:42, time: 0.636, data_time: 0.001, memory: 8344, top1_acc: 0.5586, top5_acc: 0.7857, loss_cls: 1.8619, loss: 1.8619, grad_norm: 4.5741 2020-07-24 15:33:12,158 - mmaction - INFO - Epoch [19][440/940] lr: 1.000e-02, eta: 17:17:07, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5703, top5_acc: 0.7893, loss_cls: 1.8239, loss: 1.8239, grad_norm: 4.5422 2020-07-24 15:33:24,920 - mmaction - INFO - Epoch [19][460/940] lr: 1.000e-02, eta: 17:16:35, time: 0.639, data_time: 0.003, memory: 8344, top1_acc: 0.5744, top5_acc: 0.7861, loss_cls: 1.8534, loss: 1.8534, grad_norm: 4.6744 2020-07-24 15:33:36,734 - mmaction - INFO - Epoch [19][480/940] lr: 1.000e-02, eta: 17:15:59, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5691, top5_acc: 0.8021, loss_cls: 1.8055, loss: 1.8055, grad_norm: 4.5687 2020-07-24 15:33:49,830 - mmaction - INFO - Epoch [19][500/940] lr: 1.000e-02, eta: 17:15:29, time: 0.655, data_time: 0.003, memory: 8344, top1_acc: 0.5521, top5_acc: 0.7820, loss_cls: 1.8873, loss: 1.8873, grad_norm: 4.6303 2020-07-24 15:34:02,605 - mmaction - INFO - Epoch [19][520/940] lr: 1.000e-02, eta: 17:14:58, time: 0.638, data_time: 0.003, memory: 8344, top1_acc: 0.5568, top5_acc: 0.7805, loss_cls: 1.8526, loss: 1.8526, grad_norm: 4.6096 2020-07-24 15:34:14,517 - mmaction - INFO - Epoch [19][540/940] lr: 1.000e-02, eta: 17:14:23, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5697, top5_acc: 0.7984, loss_cls: 1.7999, loss: 1.7999, grad_norm: 4.5491 2020-07-24 15:34:27,182 - mmaction - INFO - Epoch [19][560/940] lr: 1.000e-02, eta: 17:13:51, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5650, top5_acc: 0.7936, loss_cls: 1.8381, loss: 1.8381, grad_norm: 4.6384 2020-07-24 15:34:38,936 - mmaction - INFO - Epoch [19][580/940] lr: 1.000e-02, eta: 17:13:15, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.8761, loss: 1.8761, grad_norm: 4.6577 2020-07-24 15:34:51,892 - mmaction - INFO - Epoch [19][600/940] lr: 1.000e-02, eta: 17:12:45, time: 0.648, data_time: 0.003, memory: 8344, top1_acc: 0.5641, top5_acc: 0.7945, loss_cls: 1.8433, loss: 1.8433, grad_norm: 4.5376 2020-07-24 15:35:03,852 - mmaction - INFO - Epoch [19][620/940] lr: 1.000e-02, eta: 17:12:10, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7885, loss_cls: 1.8529, loss: 1.8529, grad_norm: 4.5792 2020-07-24 15:35:15,618 - mmaction - INFO - Epoch [19][640/940] lr: 1.000e-02, eta: 17:11:35, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5496, top5_acc: 0.7809, loss_cls: 1.9170, loss: 1.9170, grad_norm: 4.6491 2020-07-24 15:35:28,611 - mmaction - INFO - Epoch [19][660/940] lr: 1.000e-02, eta: 17:11:05, time: 0.650, data_time: 0.002, memory: 8344, top1_acc: 0.5635, top5_acc: 0.7949, loss_cls: 1.8521, loss: 1.8521, grad_norm: 4.5728 2020-07-24 15:35:40,524 - mmaction - INFO - Epoch [19][680/940] lr: 1.000e-02, eta: 17:10:30, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5607, top5_acc: 0.7896, loss_cls: 1.8582, loss: 1.8582, grad_norm: 4.6210 2020-07-24 15:35:53,346 - mmaction - INFO - Epoch [19][700/940] lr: 1.000e-02, eta: 17:09:59, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5674, top5_acc: 0.7893, loss_cls: 1.8430, loss: 1.8430, grad_norm: 4.5466 2020-07-24 15:36:05,137 - mmaction - INFO - Epoch [19][720/940] lr: 1.000e-02, eta: 17:09:24, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5598, top5_acc: 0.7869, loss_cls: 1.8532, loss: 1.8532, grad_norm: 4.5620 2020-07-24 15:36:17,986 - mmaction - INFO - Epoch [19][740/940] lr: 1.000e-02, eta: 17:08:53, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5568, top5_acc: 0.7844, loss_cls: 1.8843, loss: 1.8843, grad_norm: 4.6325 2020-07-24 15:36:29,824 - mmaction - INFO - Epoch [19][760/940] lr: 1.000e-02, eta: 17:08:19, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.5613, top5_acc: 0.7812, loss_cls: 1.8695, loss: 1.8695, grad_norm: 4.6355 2020-07-24 15:36:43,026 - mmaction - INFO - Epoch [19][780/940] lr: 1.000e-02, eta: 17:07:50, time: 0.661, data_time: 0.003, memory: 8344, top1_acc: 0.5627, top5_acc: 0.7893, loss_cls: 1.8585, loss: 1.8585, grad_norm: 4.6084 2020-07-24 15:36:54,816 - mmaction - INFO - Epoch [19][800/940] lr: 1.000e-02, eta: 17:07:15, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5621, top5_acc: 0.7941, loss_cls: 1.8623, loss: 1.8623, grad_norm: 4.6689 2020-07-24 15:37:06,579 - mmaction - INFO - Epoch [19][820/940] lr: 1.000e-02, eta: 17:06:40, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5467, top5_acc: 0.7764, loss_cls: 1.9063, loss: 1.9063, grad_norm: 4.6778 2020-07-24 15:37:18,246 - mmaction - INFO - Epoch [19][840/940] lr: 1.000e-02, eta: 17:06:04, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.5664, top5_acc: 0.7965, loss_cls: 1.8199, loss: 1.8199, grad_norm: 4.6288 2020-07-24 15:37:30,133 - mmaction - INFO - Epoch [19][860/940] lr: 1.000e-02, eta: 17:05:30, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5725, top5_acc: 0.8000, loss_cls: 1.8052, loss: 1.8052, grad_norm: 4.5095 2020-07-24 15:37:43,026 - mmaction - INFO - Epoch [19][880/940] lr: 1.000e-02, eta: 17:05:00, time: 0.645, data_time: 0.003, memory: 8344, top1_acc: 0.5504, top5_acc: 0.7771, loss_cls: 1.9015, loss: 1.9015, grad_norm: 4.6669 2020-07-24 15:37:55,863 - mmaction - INFO - Epoch [19][900/940] lr: 1.000e-02, eta: 17:04:29, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.5518, top5_acc: 0.7836, loss_cls: 1.8933, loss: 1.8933, grad_norm: 4.7418 2020-07-24 15:38:07,561 - mmaction - INFO - Epoch [19][920/940] lr: 1.000e-02, eta: 17:03:54, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.5723, top5_acc: 0.7957, loss_cls: 1.8454, loss: 1.8454, grad_norm: 4.6060 2020-07-24 15:38:18,761 - mmaction - INFO - Epoch [19][940/940] lr: 1.000e-02, eta: 17:03:17, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.5612, top5_acc: 0.7876, loss_cls: 1.8622, loss: 1.8622, grad_norm: 4.6437 2020-07-24 15:41:02,036 - mmaction - INFO - Epoch [20][20/940] lr: 1.000e-02, eta: 17:13:07, time: 7.919, data_time: 7.129, memory: 8344, top1_acc: 0.5604, top5_acc: 0.7811, loss_cls: 1.8586, loss: 1.8586, grad_norm: 4.6034 2020-07-24 15:41:13,818 - mmaction - INFO - Epoch [20][40/940] lr: 1.000e-02, eta: 17:12:31, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5549, top5_acc: 0.7775, loss_cls: 1.9120, loss: 1.9120, grad_norm: 4.6258 2020-07-24 15:41:25,664 - mmaction - INFO - Epoch [20][60/940] lr: 1.000e-02, eta: 17:11:56, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5684, top5_acc: 0.7895, loss_cls: 1.8165, loss: 1.8165, grad_norm: 4.5576 2020-07-24 15:41:38,445 - mmaction - INFO - Epoch [20][80/940] lr: 1.000e-02, eta: 17:11:25, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5629, top5_acc: 0.7791, loss_cls: 1.8779, loss: 1.8779, grad_norm: 4.5753 2020-07-24 15:41:50,261 - mmaction - INFO - Epoch [20][100/940] lr: 1.000e-02, eta: 17:10:50, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5764, top5_acc: 0.7969, loss_cls: 1.7953, loss: 1.7953, grad_norm: 4.6030 2020-07-24 15:42:03,349 - mmaction - INFO - Epoch [20][120/940] lr: 1.000e-02, eta: 17:10:20, time: 0.654, data_time: 0.002, memory: 8344, top1_acc: 0.5561, top5_acc: 0.7865, loss_cls: 1.8687, loss: 1.8687, grad_norm: 4.6954 2020-07-24 15:42:16,172 - mmaction - INFO - Epoch [20][140/940] lr: 1.000e-02, eta: 17:09:49, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5549, top5_acc: 0.7885, loss_cls: 1.8439, loss: 1.8439, grad_norm: 4.6420 2020-07-24 15:42:29,133 - mmaction - INFO - Epoch [20][160/940] lr: 1.000e-02, eta: 17:09:19, time: 0.649, data_time: 0.002, memory: 8344, top1_acc: 0.5742, top5_acc: 0.7861, loss_cls: 1.8568, loss: 1.8568, grad_norm: 4.5915 2020-07-24 15:42:41,805 - mmaction - INFO - Epoch [20][180/940] lr: 1.000e-02, eta: 17:08:48, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5557, top5_acc: 0.7867, loss_cls: 1.8627, loss: 1.8627, grad_norm: 4.6802 2020-07-24 15:42:53,805 - mmaction - INFO - Epoch [20][200/940] lr: 1.000e-02, eta: 17:08:14, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5598, top5_acc: 0.7873, loss_cls: 1.8735, loss: 1.8735, grad_norm: 4.7013 2020-07-24 15:43:05,525 - mmaction - INFO - Epoch [20][220/940] lr: 1.000e-02, eta: 17:07:38, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5707, top5_acc: 0.7904, loss_cls: 1.8030, loss: 1.8030, grad_norm: 4.5943 2020-07-24 15:43:18,341 - mmaction - INFO - Epoch [20][240/940] lr: 1.000e-02, eta: 17:07:08, time: 0.641, data_time: 0.003, memory: 8344, top1_acc: 0.5695, top5_acc: 0.7924, loss_cls: 1.8162, loss: 1.8162, grad_norm: 4.5518 2020-07-24 15:43:30,203 - mmaction - INFO - Epoch [20][260/940] lr: 1.000e-02, eta: 17:06:33, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5633, top5_acc: 0.7928, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.6923 2020-07-24 15:43:42,428 - mmaction - INFO - Epoch [20][280/940] lr: 1.000e-02, eta: 17:06:00, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.5701, top5_acc: 0.7936, loss_cls: 1.8346, loss: 1.8346, grad_norm: 4.6583 2020-07-24 15:43:54,480 - mmaction - INFO - Epoch [20][300/940] lr: 1.000e-02, eta: 17:05:27, time: 0.603, data_time: 0.004, memory: 8344, top1_acc: 0.5693, top5_acc: 0.8021, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.5858 2020-07-24 15:44:07,388 - mmaction - INFO - Epoch [20][320/940] lr: 1.000e-02, eta: 17:04:56, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5598, top5_acc: 0.7859, loss_cls: 1.8547, loss: 1.8547, grad_norm: 4.6408 2020-07-24 15:44:20,245 - mmaction - INFO - Epoch [20][340/940] lr: 1.000e-02, eta: 17:04:26, time: 0.643, data_time: 0.003, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7869, loss_cls: 1.8784, loss: 1.8784, grad_norm: 4.7346 2020-07-24 15:44:32,267 - mmaction - INFO - Epoch [20][360/940] lr: 1.000e-02, eta: 17:03:53, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.5682, top5_acc: 0.7926, loss_cls: 1.8267, loss: 1.8267, grad_norm: 4.6310 2020-07-24 15:44:45,248 - mmaction - INFO - Epoch [20][380/940] lr: 1.000e-02, eta: 17:03:23, time: 0.650, data_time: 0.005, memory: 8344, top1_acc: 0.5746, top5_acc: 0.7914, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.5305 2020-07-24 15:44:56,932 - mmaction - INFO - Epoch [20][400/940] lr: 1.000e-02, eta: 17:02:48, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.5654, top5_acc: 0.7850, loss_cls: 1.8602, loss: 1.8602, grad_norm: 4.6367 2020-07-24 15:45:09,688 - mmaction - INFO - Epoch [20][420/940] lr: 1.000e-02, eta: 17:02:17, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5748, top5_acc: 0.7992, loss_cls: 1.8033, loss: 1.8033, grad_norm: 4.5406 2020-07-24 15:45:21,529 - mmaction - INFO - Epoch [20][440/940] lr: 1.000e-02, eta: 17:01:43, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5504, top5_acc: 0.7865, loss_cls: 1.8667, loss: 1.8667, grad_norm: 4.6903 2020-07-24 15:45:34,344 - mmaction - INFO - Epoch [20][460/940] lr: 1.000e-02, eta: 17:01:13, time: 0.641, data_time: 0.003, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7879, loss_cls: 1.8459, loss: 1.8459, grad_norm: 4.6502 2020-07-24 15:45:46,343 - mmaction - INFO - Epoch [20][480/940] lr: 1.000e-02, eta: 17:00:40, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5687, top5_acc: 0.7949, loss_cls: 1.8197, loss: 1.8197, grad_norm: 4.5894 2020-07-24 15:45:58,039 - mmaction - INFO - Epoch [20][500/940] lr: 1.000e-02, eta: 17:00:05, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5676, top5_acc: 0.7947, loss_cls: 1.8289, loss: 1.8289, grad_norm: 4.5991 2020-07-24 15:46:11,210 - mmaction - INFO - Epoch [20][520/940] lr: 1.000e-02, eta: 16:59:36, time: 0.659, data_time: 0.002, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7910, loss_cls: 1.8531, loss: 1.8531, grad_norm: 4.6668 2020-07-24 15:46:22,888 - mmaction - INFO - Epoch [20][540/940] lr: 1.000e-02, eta: 16:59:02, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.5646, top5_acc: 0.7850, loss_cls: 1.8477, loss: 1.8477, grad_norm: 4.6181 2020-07-24 15:46:34,836 - mmaction - INFO - Epoch [20][560/940] lr: 1.000e-02, eta: 16:58:28, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5607, top5_acc: 0.7922, loss_cls: 1.8436, loss: 1.8436, grad_norm: 4.6708 2020-07-24 15:46:46,588 - mmaction - INFO - Epoch [20][580/940] lr: 1.000e-02, eta: 16:57:54, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5699, top5_acc: 0.7928, loss_cls: 1.8336, loss: 1.8336, grad_norm: 4.6190 2020-07-24 15:46:59,509 - mmaction - INFO - Epoch [20][600/940] lr: 1.000e-02, eta: 16:57:24, time: 0.646, data_time: 0.001, memory: 8344, top1_acc: 0.5764, top5_acc: 0.7984, loss_cls: 1.7948, loss: 1.7948, grad_norm: 4.5623 2020-07-24 15:47:12,284 - mmaction - INFO - Epoch [20][620/940] lr: 1.000e-02, eta: 16:56:54, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5705, top5_acc: 0.7893, loss_cls: 1.8422, loss: 1.8422, grad_norm: 4.6358 2020-07-24 15:47:24,300 - mmaction - INFO - Epoch [20][640/940] lr: 1.000e-02, eta: 16:56:21, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7877, loss_cls: 1.8536, loss: 1.8536, grad_norm: 4.6615 2020-07-24 15:47:36,005 - mmaction - INFO - Epoch [20][660/940] lr: 1.000e-02, eta: 16:55:47, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.5639, top5_acc: 0.7982, loss_cls: 1.8031, loss: 1.8031, grad_norm: 4.5799 2020-07-24 15:47:48,832 - mmaction - INFO - Epoch [20][680/940] lr: 1.000e-02, eta: 16:55:17, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5654, top5_acc: 0.7947, loss_cls: 1.8226, loss: 1.8226, grad_norm: 4.5807 2020-07-24 15:48:01,861 - mmaction - INFO - Epoch [20][700/940] lr: 1.000e-02, eta: 16:54:48, time: 0.651, data_time: 0.002, memory: 8344, top1_acc: 0.5537, top5_acc: 0.7844, loss_cls: 1.8950, loss: 1.8950, grad_norm: 4.6949 2020-07-24 15:48:14,686 - mmaction - INFO - Epoch [20][720/940] lr: 1.000e-02, eta: 16:54:19, time: 0.641, data_time: 0.003, memory: 8344, top1_acc: 0.5660, top5_acc: 0.7939, loss_cls: 1.8161, loss: 1.8161, grad_norm: 4.5798 2020-07-24 15:48:27,565 - mmaction - INFO - Epoch [20][740/940] lr: 1.000e-02, eta: 16:53:50, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5635, top5_acc: 0.7867, loss_cls: 1.8617, loss: 1.8617, grad_norm: 4.5570 2020-07-24 15:48:40,287 - mmaction - INFO - Epoch [20][760/940] lr: 1.000e-02, eta: 16:53:20, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5547, top5_acc: 0.7871, loss_cls: 1.8785, loss: 1.8785, grad_norm: 4.6547 2020-07-24 15:48:52,256 - mmaction - INFO - Epoch [20][780/940] lr: 1.000e-02, eta: 16:52:47, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7846, loss_cls: 1.8863, loss: 1.8863, grad_norm: 4.6486 2020-07-24 15:49:04,133 - mmaction - INFO - Epoch [20][800/940] lr: 1.000e-02, eta: 16:52:13, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7918, loss_cls: 1.8631, loss: 1.8631, grad_norm: 4.6438 2020-07-24 15:49:16,063 - mmaction - INFO - Epoch [20][820/940] lr: 1.000e-02, eta: 16:51:40, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5549, top5_acc: 0.7947, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.5845 2020-07-24 15:49:27,779 - mmaction - INFO - Epoch [20][840/940] lr: 1.000e-02, eta: 16:51:06, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5666, top5_acc: 0.7900, loss_cls: 1.8174, loss: 1.8174, grad_norm: 4.4879 2020-07-24 15:49:40,879 - mmaction - INFO - Epoch [20][860/940] lr: 1.000e-02, eta: 16:50:38, time: 0.654, data_time: 0.002, memory: 8344, top1_acc: 0.5574, top5_acc: 0.7828, loss_cls: 1.8837, loss: 1.8837, grad_norm: 4.6474 2020-07-24 15:49:52,644 - mmaction - INFO - Epoch [20][880/940] lr: 1.000e-02, eta: 16:50:05, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5768, top5_acc: 0.7957, loss_cls: 1.7939, loss: 1.7939, grad_norm: 4.5576 2020-07-24 15:50:04,670 - mmaction - INFO - Epoch [20][900/940] lr: 1.000e-02, eta: 16:49:32, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.5602, top5_acc: 0.7842, loss_cls: 1.8651, loss: 1.8651, grad_norm: 4.6371 2020-07-24 15:50:16,810 - mmaction - INFO - Epoch [20][920/940] lr: 1.000e-02, eta: 16:49:00, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.5549, top5_acc: 0.7787, loss_cls: 1.9045, loss: 1.9045, grad_norm: 4.6867 2020-07-24 15:50:27,952 - mmaction - INFO - Epoch [20][940/940] lr: 1.000e-02, eta: 16:48:24, time: 0.557, data_time: 0.003, memory: 8344, top1_acc: 0.5516, top5_acc: 0.7846, loss_cls: 1.8772, loss: 1.8772, grad_norm: 4.6768 2020-07-24 15:50:32,872 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-24 15:53:09,387 - mmaction - INFO - Epoch [21][20/940] lr: 1.000e-02, eta: 16:57:28, time: 7.806, data_time: 6.970, memory: 8344, top1_acc: 0.5771, top5_acc: 0.8020, loss_cls: 1.7990, loss: 1.7990, grad_norm: 4.5486 2020-07-24 15:53:23,194 - mmaction - INFO - Epoch [21][40/940] lr: 1.000e-02, eta: 16:57:02, time: 0.691, data_time: 0.002, memory: 8344, top1_acc: 0.5713, top5_acc: 0.8010, loss_cls: 1.8006, loss: 1.8006, grad_norm: 4.5705 2020-07-24 15:53:35,834 - mmaction - INFO - Epoch [21][60/940] lr: 1.000e-02, eta: 16:56:31, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5705, top5_acc: 0.7967, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.4958 2020-07-24 15:53:47,703 - mmaction - INFO - Epoch [21][80/940] lr: 1.000e-02, eta: 16:55:57, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5768, top5_acc: 0.7988, loss_cls: 1.7583, loss: 1.7583, grad_norm: 4.5863 2020-07-24 15:54:00,410 - mmaction - INFO - Epoch [21][100/940] lr: 1.000e-02, eta: 16:55:27, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5740, top5_acc: 0.7912, loss_cls: 1.7980, loss: 1.7980, grad_norm: 4.4988 2020-07-24 15:54:12,041 - mmaction - INFO - Epoch [21][120/940] lr: 1.000e-02, eta: 16:54:53, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7873, loss_cls: 1.8333, loss: 1.8333, grad_norm: 4.5722 2020-07-24 15:54:24,897 - mmaction - INFO - Epoch [21][140/940] lr: 1.000e-02, eta: 16:54:23, time: 0.643, data_time: 0.001, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8008, loss_cls: 1.7734, loss: 1.7734, grad_norm: 4.5104 2020-07-24 15:54:37,633 - mmaction - INFO - Epoch [21][160/940] lr: 1.000e-02, eta: 16:53:53, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5674, top5_acc: 0.7965, loss_cls: 1.7960, loss: 1.7960, grad_norm: 4.5912 2020-07-24 15:54:50,540 - mmaction - INFO - Epoch [21][180/940] lr: 1.000e-02, eta: 16:53:24, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5641, top5_acc: 0.7879, loss_cls: 1.8465, loss: 1.8465, grad_norm: 4.6347 2020-07-24 15:55:02,225 - mmaction - INFO - Epoch [21][200/940] lr: 1.000e-02, eta: 16:52:50, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5658, top5_acc: 0.7932, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.6304 2020-07-24 15:55:15,072 - mmaction - INFO - Epoch [21][220/940] lr: 1.000e-02, eta: 16:52:20, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.5611, top5_acc: 0.7818, loss_cls: 1.8586, loss: 1.8586, grad_norm: 4.6763 2020-07-24 15:55:26,875 - mmaction - INFO - Epoch [21][240/940] lr: 1.000e-02, eta: 16:51:47, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5623, top5_acc: 0.7996, loss_cls: 1.8291, loss: 1.8291, grad_norm: 4.6184 2020-07-24 15:55:39,961 - mmaction - INFO - Epoch [21][260/940] lr: 1.000e-02, eta: 16:51:18, time: 0.655, data_time: 0.002, memory: 8344, top1_acc: 0.5652, top5_acc: 0.7922, loss_cls: 1.8472, loss: 1.8472, grad_norm: 4.6456 2020-07-24 15:55:51,667 - mmaction - INFO - Epoch [21][280/940] lr: 1.000e-02, eta: 16:50:45, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5842, top5_acc: 0.8021, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.5060 2020-07-24 15:56:04,649 - mmaction - INFO - Epoch [21][300/940] lr: 1.000e-02, eta: 16:50:16, time: 0.649, data_time: 0.002, memory: 8344, top1_acc: 0.5695, top5_acc: 0.7902, loss_cls: 1.8266, loss: 1.8266, grad_norm: 4.6373 2020-07-24 15:56:17,287 - mmaction - INFO - Epoch [21][320/940] lr: 1.000e-02, eta: 16:49:46, time: 0.633, data_time: 0.004, memory: 8344, top1_acc: 0.5652, top5_acc: 0.7852, loss_cls: 1.8447, loss: 1.8447, grad_norm: 4.6935 2020-07-24 15:56:29,285 - mmaction - INFO - Epoch [21][340/940] lr: 1.000e-02, eta: 16:49:13, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5674, top5_acc: 0.7947, loss_cls: 1.8124, loss: 1.8124, grad_norm: 4.5809 2020-07-24 15:56:42,082 - mmaction - INFO - Epoch [21][360/940] lr: 1.000e-02, eta: 16:48:44, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7883, loss_cls: 1.8121, loss: 1.8121, grad_norm: 4.5872 2020-07-24 15:56:53,934 - mmaction - INFO - Epoch [21][380/940] lr: 1.000e-02, eta: 16:48:11, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5621, top5_acc: 0.7910, loss_cls: 1.8315, loss: 1.8315, grad_norm: 4.5284 2020-07-24 15:57:06,586 - mmaction - INFO - Epoch [21][400/940] lr: 1.000e-02, eta: 16:47:41, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5670, top5_acc: 0.7937, loss_cls: 1.8242, loss: 1.8242, grad_norm: 4.6535 2020-07-24 15:57:18,537 - mmaction - INFO - Epoch [21][420/940] lr: 1.000e-02, eta: 16:47:08, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5797, top5_acc: 0.8025, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.5457 2020-07-24 15:57:30,718 - mmaction - INFO - Epoch [21][440/940] lr: 1.000e-02, eta: 16:46:37, time: 0.609, data_time: 0.003, memory: 8344, top1_acc: 0.5693, top5_acc: 0.7971, loss_cls: 1.8134, loss: 1.8134, grad_norm: 4.5907 2020-07-24 15:57:42,435 - mmaction - INFO - Epoch [21][460/940] lr: 1.000e-02, eta: 16:46:03, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7852, loss_cls: 1.8558, loss: 1.8558, grad_norm: 4.6361 2020-07-24 15:57:55,443 - mmaction - INFO - Epoch [21][480/940] lr: 1.000e-02, eta: 16:45:35, time: 0.650, data_time: 0.001, memory: 8344, top1_acc: 0.5539, top5_acc: 0.7811, loss_cls: 1.8952, loss: 1.8952, grad_norm: 4.6887 2020-07-24 15:58:08,051 - mmaction - INFO - Epoch [21][500/940] lr: 1.000e-02, eta: 16:45:05, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5648, top5_acc: 0.7871, loss_cls: 1.8433, loss: 1.8433, grad_norm: 4.5961 2020-07-24 15:58:20,707 - mmaction - INFO - Epoch [21][520/940] lr: 1.000e-02, eta: 16:44:36, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5627, top5_acc: 0.7896, loss_cls: 1.8643, loss: 1.8643, grad_norm: 4.7388 2020-07-24 15:58:32,734 - mmaction - INFO - Epoch [21][540/940] lr: 1.000e-02, eta: 16:44:03, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5691, top5_acc: 0.7986, loss_cls: 1.8061, loss: 1.8061, grad_norm: 4.6304 2020-07-24 15:58:44,395 - mmaction - INFO - Epoch [21][560/940] lr: 1.000e-02, eta: 16:43:30, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5783, top5_acc: 0.8025, loss_cls: 1.7691, loss: 1.7691, grad_norm: 4.5587 2020-07-24 15:58:57,322 - mmaction - INFO - Epoch [21][580/940] lr: 1.000e-02, eta: 16:43:02, time: 0.646, data_time: 0.001, memory: 8344, top1_acc: 0.5766, top5_acc: 0.8025, loss_cls: 1.7894, loss: 1.7894, grad_norm: 4.6010 2020-07-24 15:59:10,035 - mmaction - INFO - Epoch [21][600/940] lr: 1.000e-02, eta: 16:42:32, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.5787, top5_acc: 0.7994, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.5806 2020-07-24 15:59:21,792 - mmaction - INFO - Epoch [21][620/940] lr: 1.000e-02, eta: 16:41:59, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5670, top5_acc: 0.7848, loss_cls: 1.8395, loss: 1.8395, grad_norm: 4.5837 2020-07-24 15:59:33,706 - mmaction - INFO - Epoch [21][640/940] lr: 1.000e-02, eta: 16:41:27, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5781, top5_acc: 0.7945, loss_cls: 1.8145, loss: 1.8145, grad_norm: 4.6058 2020-07-24 15:59:45,596 - mmaction - INFO - Epoch [21][660/940] lr: 1.000e-02, eta: 16:40:55, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8059, loss_cls: 1.7807, loss: 1.7807, grad_norm: 4.5948 2020-07-24 15:59:58,231 - mmaction - INFO - Epoch [21][680/940] lr: 1.000e-02, eta: 16:40:25, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5691, top5_acc: 0.7871, loss_cls: 1.8354, loss: 1.8354, grad_norm: 4.6691 2020-07-24 16:00:11,311 - mmaction - INFO - Epoch [21][700/940] lr: 1.000e-02, eta: 16:39:57, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5697, top5_acc: 0.7906, loss_cls: 1.8397, loss: 1.8397, grad_norm: 4.6315 2020-07-24 16:00:28,824 - mmaction - INFO - Epoch [21][720/940] lr: 1.000e-02, eta: 16:39:47, time: 0.877, data_time: 0.019, memory: 8344, top1_acc: 0.5621, top5_acc: 0.7873, loss_cls: 1.8525, loss: 1.8525, grad_norm: 4.6249 2020-07-24 16:00:41,987 - mmaction - INFO - Epoch [21][740/940] lr: 1.000e-02, eta: 16:39:20, time: 0.662, data_time: 0.016, memory: 8344, top1_acc: 0.5699, top5_acc: 0.7916, loss_cls: 1.8162, loss: 1.8162, grad_norm: 4.5336 2020-07-24 16:00:54,869 - mmaction - INFO - Epoch [21][760/940] lr: 1.000e-02, eta: 16:38:51, time: 0.645, data_time: 0.003, memory: 8344, top1_acc: 0.5666, top5_acc: 0.7949, loss_cls: 1.8182, loss: 1.8182, grad_norm: 4.6753 2020-07-24 16:01:07,752 - mmaction - INFO - Epoch [21][780/940] lr: 1.000e-02, eta: 16:38:23, time: 0.644, data_time: 0.003, memory: 8344, top1_acc: 0.5533, top5_acc: 0.7846, loss_cls: 1.8735, loss: 1.8735, grad_norm: 4.7143 2020-07-24 16:01:19,712 - mmaction - INFO - Epoch [21][800/940] lr: 1.000e-02, eta: 16:37:51, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5607, top5_acc: 0.7879, loss_cls: 1.8399, loss: 1.8399, grad_norm: 4.5961 2020-07-24 16:01:32,459 - mmaction - INFO - Epoch [21][820/940] lr: 1.000e-02, eta: 16:37:22, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5672, top5_acc: 0.7912, loss_cls: 1.8527, loss: 1.8527, grad_norm: 4.5867 2020-07-24 16:01:44,206 - mmaction - INFO - Epoch [21][840/940] lr: 1.000e-02, eta: 16:36:50, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.5666, top5_acc: 0.7893, loss_cls: 1.8404, loss: 1.8404, grad_norm: 4.6460 2020-07-24 16:01:57,128 - mmaction - INFO - Epoch [21][860/940] lr: 1.000e-02, eta: 16:36:22, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.5762, top5_acc: 0.7994, loss_cls: 1.7996, loss: 1.7996, grad_norm: 4.6010 2020-07-24 16:02:09,950 - mmaction - INFO - Epoch [21][880/940] lr: 1.000e-02, eta: 16:35:53, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5543, top5_acc: 0.7908, loss_cls: 1.8370, loss: 1.8370, grad_norm: 4.6922 2020-07-24 16:02:22,547 - mmaction - INFO - Epoch [21][900/940] lr: 1.000e-02, eta: 16:35:24, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7871, loss_cls: 1.8579, loss: 1.8579, grad_norm: 4.6383 2020-07-24 16:02:34,459 - mmaction - INFO - Epoch [21][920/940] lr: 1.000e-02, eta: 16:34:52, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5596, top5_acc: 0.7924, loss_cls: 1.8503, loss: 1.8503, grad_norm: 4.6061 2020-07-24 16:02:45,588 - mmaction - INFO - Epoch [21][940/940] lr: 1.000e-02, eta: 16:34:18, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.5533, top5_acc: 0.7785, loss_cls: 1.8985, loss: 1.8985, grad_norm: 4.6913 2020-07-24 16:05:13,341 - mmaction - INFO - Epoch [22][20/940] lr: 1.000e-02, eta: 16:41:44, time: 6.957, data_time: 6.283, memory: 8344, top1_acc: 0.5738, top5_acc: 0.7994, loss_cls: 1.8074, loss: 1.8074, grad_norm: 4.5645 2020-07-24 16:05:26,537 - mmaction - INFO - Epoch [22][40/940] lr: 1.000e-02, eta: 16:41:17, time: 0.660, data_time: 0.003, memory: 8344, top1_acc: 0.5652, top5_acc: 0.8020, loss_cls: 1.7733, loss: 1.7733, grad_norm: 4.5082 2020-07-24 16:05:39,221 - mmaction - INFO - Epoch [22][60/940] lr: 1.000e-02, eta: 16:40:47, time: 0.634, data_time: 0.004, memory: 8344, top1_acc: 0.5822, top5_acc: 0.7990, loss_cls: 1.7471, loss: 1.7471, grad_norm: 4.4659 2020-07-24 16:05:51,083 - mmaction - INFO - Epoch [22][80/940] lr: 1.000e-02, eta: 16:40:15, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5736, top5_acc: 0.8012, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.5371 2020-07-24 16:06:03,725 - mmaction - INFO - Epoch [22][100/940] lr: 1.000e-02, eta: 16:39:46, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5666, top5_acc: 0.7920, loss_cls: 1.8339, loss: 1.8339, grad_norm: 4.6981 2020-07-24 16:06:15,516 - mmaction - INFO - Epoch [22][120/940] lr: 1.000e-02, eta: 16:39:13, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8014, loss_cls: 1.7951, loss: 1.7951, grad_norm: 4.4987 2020-07-24 16:06:28,818 - mmaction - INFO - Epoch [22][140/940] lr: 1.000e-02, eta: 16:38:46, time: 0.665, data_time: 0.003, memory: 8344, top1_acc: 0.5635, top5_acc: 0.7871, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.6631 2020-07-24 16:06:40,734 - mmaction - INFO - Epoch [22][160/940] lr: 1.000e-02, eta: 16:38:14, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5895, top5_acc: 0.8063, loss_cls: 1.7472, loss: 1.7472, grad_norm: 4.5095 2020-07-24 16:06:53,770 - mmaction - INFO - Epoch [22][180/940] lr: 1.000e-02, eta: 16:37:46, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5818, top5_acc: 0.8063, loss_cls: 1.7762, loss: 1.7762, grad_norm: 4.5494 2020-07-24 16:07:06,436 - mmaction - INFO - Epoch [22][200/940] lr: 1.000e-02, eta: 16:37:17, time: 0.634, data_time: 0.001, memory: 8344, top1_acc: 0.5691, top5_acc: 0.7857, loss_cls: 1.8329, loss: 1.8329, grad_norm: 4.6627 2020-07-24 16:07:18,328 - mmaction - INFO - Epoch [22][220/940] lr: 1.000e-02, eta: 16:36:45, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5664, top5_acc: 0.8006, loss_cls: 1.7847, loss: 1.7847, grad_norm: 4.6158 2020-07-24 16:07:30,236 - mmaction - INFO - Epoch [22][240/940] lr: 1.000e-02, eta: 16:36:13, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5744, top5_acc: 0.7932, loss_cls: 1.8069, loss: 1.8069, grad_norm: 4.5539 2020-07-24 16:07:42,987 - mmaction - INFO - Epoch [22][260/940] lr: 1.000e-02, eta: 16:35:45, time: 0.638, data_time: 0.003, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7959, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.6356 2020-07-24 16:07:55,743 - mmaction - INFO - Epoch [22][280/940] lr: 1.000e-02, eta: 16:35:16, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5568, top5_acc: 0.7855, loss_cls: 1.8681, loss: 1.8681, grad_norm: 4.6786 2020-07-24 16:08:08,627 - mmaction - INFO - Epoch [22][300/940] lr: 1.000e-02, eta: 16:34:48, time: 0.644, data_time: 0.003, memory: 8344, top1_acc: 0.5664, top5_acc: 0.7939, loss_cls: 1.8152, loss: 1.8152, grad_norm: 4.6346 2020-07-24 16:08:20,530 - mmaction - INFO - Epoch [22][320/940] lr: 1.000e-02, eta: 16:34:16, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5687, top5_acc: 0.7898, loss_cls: 1.8347, loss: 1.8347, grad_norm: 4.6398 2020-07-24 16:08:32,350 - mmaction - INFO - Epoch [22][340/940] lr: 1.000e-02, eta: 16:33:44, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5711, top5_acc: 0.7998, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.5867 2020-07-24 16:08:45,126 - mmaction - INFO - Epoch [22][360/940] lr: 1.000e-02, eta: 16:33:15, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5744, top5_acc: 0.7971, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.6169 2020-07-24 16:08:56,818 - mmaction - INFO - Epoch [22][380/940] lr: 1.000e-02, eta: 16:32:43, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7951, loss_cls: 1.7945, loss: 1.7945, grad_norm: 4.6026 2020-07-24 16:09:09,482 - mmaction - INFO - Epoch [22][400/940] lr: 1.000e-02, eta: 16:32:14, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5680, top5_acc: 0.8020, loss_cls: 1.8059, loss: 1.8059, grad_norm: 4.6242 2020-07-24 16:09:21,215 - mmaction - INFO - Epoch [22][420/940] lr: 1.000e-02, eta: 16:31:42, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5789, top5_acc: 0.7955, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.4995 2020-07-24 16:09:33,381 - mmaction - INFO - Epoch [22][440/940] lr: 1.000e-02, eta: 16:31:11, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5652, top5_acc: 0.7896, loss_cls: 1.8164, loss: 1.8164, grad_norm: 4.6174 2020-07-24 16:09:45,386 - mmaction - INFO - Epoch [22][460/940] lr: 1.000e-02, eta: 16:30:40, time: 0.600, data_time: 0.004, memory: 8344, top1_acc: 0.5699, top5_acc: 0.7941, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.6487 2020-07-24 16:09:58,220 - mmaction - INFO - Epoch [22][480/940] lr: 1.000e-02, eta: 16:30:12, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5656, top5_acc: 0.7912, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.7153 2020-07-24 16:10:10,064 - mmaction - INFO - Epoch [22][500/940] lr: 1.000e-02, eta: 16:29:41, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.8015, loss: 1.8015, grad_norm: 4.6478 2020-07-24 16:10:22,786 - mmaction - INFO - Epoch [22][520/940] lr: 1.000e-02, eta: 16:29:12, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5725, top5_acc: 0.8031, loss_cls: 1.7886, loss: 1.7886, grad_norm: 4.5617 2020-07-24 16:10:34,735 - mmaction - INFO - Epoch [22][540/940] lr: 1.000e-02, eta: 16:28:41, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5730, top5_acc: 0.7945, loss_cls: 1.8140, loss: 1.8140, grad_norm: 4.5921 2020-07-24 16:10:47,399 - mmaction - INFO - Epoch [22][560/940] lr: 1.000e-02, eta: 16:28:13, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5711, top5_acc: 0.7998, loss_cls: 1.8117, loss: 1.8117, grad_norm: 4.6087 2020-07-24 16:10:59,373 - mmaction - INFO - Epoch [22][580/940] lr: 1.000e-02, eta: 16:27:42, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.5508, top5_acc: 0.7918, loss_cls: 1.8379, loss: 1.8379, grad_norm: 4.6531 2020-07-24 16:11:11,273 - mmaction - INFO - Epoch [22][600/940] lr: 1.000e-02, eta: 16:27:10, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5742, top5_acc: 0.7947, loss_cls: 1.8086, loss: 1.8086, grad_norm: 4.5666 2020-07-24 16:11:24,044 - mmaction - INFO - Epoch [22][620/940] lr: 1.000e-02, eta: 16:26:42, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5752, top5_acc: 0.8018, loss_cls: 1.7739, loss: 1.7739, grad_norm: 4.5468 2020-07-24 16:11:36,880 - mmaction - INFO - Epoch [22][640/940] lr: 1.000e-02, eta: 16:26:14, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5646, top5_acc: 0.7926, loss_cls: 1.8315, loss: 1.8315, grad_norm: 4.5992 2020-07-24 16:11:49,757 - mmaction - INFO - Epoch [22][660/940] lr: 1.000e-02, eta: 16:25:47, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5729, top5_acc: 0.7932, loss_cls: 1.8222, loss: 1.8222, grad_norm: 4.6390 2020-07-24 16:12:01,751 - mmaction - INFO - Epoch [22][680/940] lr: 1.000e-02, eta: 16:25:16, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5777, top5_acc: 0.7971, loss_cls: 1.8024, loss: 1.8024, grad_norm: 4.6948 2020-07-24 16:12:13,792 - mmaction - INFO - Epoch [22][700/940] lr: 1.000e-02, eta: 16:24:45, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7848, loss_cls: 1.8587, loss: 1.8587, grad_norm: 4.6875 2020-07-24 16:12:26,712 - mmaction - INFO - Epoch [22][720/940] lr: 1.000e-02, eta: 16:24:18, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.5604, top5_acc: 0.7844, loss_cls: 1.8768, loss: 1.8768, grad_norm: 4.7354 2020-07-24 16:12:39,532 - mmaction - INFO - Epoch [22][740/940] lr: 1.000e-02, eta: 16:23:50, time: 0.641, data_time: 0.003, memory: 8344, top1_acc: 0.5664, top5_acc: 0.7891, loss_cls: 1.8571, loss: 1.8571, grad_norm: 4.6372 2020-07-24 16:12:51,430 - mmaction - INFO - Epoch [22][760/940] lr: 1.000e-02, eta: 16:23:19, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5664, top5_acc: 0.7924, loss_cls: 1.8238, loss: 1.8238, grad_norm: 4.6272 2020-07-24 16:13:04,362 - mmaction - INFO - Epoch [22][780/940] lr: 1.000e-02, eta: 16:22:52, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.5740, top5_acc: 0.7969, loss_cls: 1.7755, loss: 1.7755, grad_norm: 4.5267 2020-07-24 16:13:16,327 - mmaction - INFO - Epoch [22][800/940] lr: 1.000e-02, eta: 16:22:21, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5711, top5_acc: 0.7895, loss_cls: 1.8387, loss: 1.8387, grad_norm: 4.6332 2020-07-24 16:13:29,082 - mmaction - INFO - Epoch [22][820/940] lr: 1.000e-02, eta: 16:21:54, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5781, top5_acc: 0.7977, loss_cls: 1.7787, loss: 1.7787, grad_norm: 4.5744 2020-07-24 16:13:40,957 - mmaction - INFO - Epoch [22][840/940] lr: 1.000e-02, eta: 16:21:23, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5711, top5_acc: 0.7979, loss_cls: 1.8066, loss: 1.8066, grad_norm: 4.6594 2020-07-24 16:13:52,871 - mmaction - INFO - Epoch [22][860/940] lr: 1.000e-02, eta: 16:20:52, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5656, top5_acc: 0.7967, loss_cls: 1.8107, loss: 1.8107, grad_norm: 4.5893 2020-07-24 16:14:05,686 - mmaction - INFO - Epoch [22][880/940] lr: 1.000e-02, eta: 16:20:24, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5693, top5_acc: 0.7918, loss_cls: 1.8292, loss: 1.8292, grad_norm: 4.5885 2020-07-24 16:14:18,713 - mmaction - INFO - Epoch [22][900/940] lr: 1.000e-02, eta: 16:19:58, time: 0.653, data_time: 0.004, memory: 8344, top1_acc: 0.5707, top5_acc: 0.7951, loss_cls: 1.8003, loss: 1.8003, grad_norm: 4.6054 2020-07-24 16:14:31,508 - mmaction - INFO - Epoch [22][920/940] lr: 1.000e-02, eta: 16:19:30, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5660, top5_acc: 0.7988, loss_cls: 1.8016, loss: 1.8016, grad_norm: 4.6338 2020-07-24 16:14:42,692 - mmaction - INFO - Epoch [22][940/940] lr: 1.000e-02, eta: 16:18:57, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.5659, top5_acc: 0.7921, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.7047 2020-07-24 16:17:36,996 - mmaction - INFO - Epoch [23][20/940] lr: 1.000e-02, eta: 16:27:43, time: 8.456, data_time: 7.607, memory: 8344, top1_acc: 0.5748, top5_acc: 0.7990, loss_cls: 1.7843, loss: 1.7843, grad_norm: 4.6180 2020-07-24 16:17:48,789 - mmaction - INFO - Epoch [23][40/940] lr: 1.000e-02, eta: 16:27:12, time: 0.590, data_time: 0.004, memory: 8344, top1_acc: 0.5791, top5_acc: 0.8043, loss_cls: 1.7668, loss: 1.7668, grad_norm: 4.5923 2020-07-24 16:18:01,501 - mmaction - INFO - Epoch [23][60/940] lr: 1.000e-02, eta: 16:26:43, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5797, top5_acc: 0.8004, loss_cls: 1.7873, loss: 1.7873, grad_norm: 4.6158 2020-07-24 16:18:13,463 - mmaction - INFO - Epoch [23][80/940] lr: 1.000e-02, eta: 16:26:12, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5824, top5_acc: 0.8020, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.5171 2020-07-24 16:18:25,667 - mmaction - INFO - Epoch [23][100/940] lr: 1.000e-02, eta: 16:25:42, time: 0.610, data_time: 0.004, memory: 8344, top1_acc: 0.5834, top5_acc: 0.8078, loss_cls: 1.7355, loss: 1.7355, grad_norm: 4.5538 2020-07-24 16:18:37,358 - mmaction - INFO - Epoch [23][120/940] lr: 1.000e-02, eta: 16:25:10, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5838, top5_acc: 0.8021, loss_cls: 1.7657, loss: 1.7657, grad_norm: 4.5185 2020-07-24 16:18:48,995 - mmaction - INFO - Epoch [23][140/940] lr: 1.000e-02, eta: 16:24:38, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.5873, top5_acc: 0.7965, loss_cls: 1.7783, loss: 1.7783, grad_norm: 4.5304 2020-07-24 16:19:01,772 - mmaction - INFO - Epoch [23][160/940] lr: 1.000e-02, eta: 16:24:10, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5814, top5_acc: 0.8023, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.5657 2020-07-24 16:19:14,478 - mmaction - INFO - Epoch [23][180/940] lr: 1.000e-02, eta: 16:23:42, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5744, top5_acc: 0.7973, loss_cls: 1.7971, loss: 1.7971, grad_norm: 4.6069 2020-07-24 16:19:27,156 - mmaction - INFO - Epoch [23][200/940] lr: 1.000e-02, eta: 16:23:14, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5723, top5_acc: 0.7936, loss_cls: 1.8050, loss: 1.8050, grad_norm: 4.6076 2020-07-24 16:19:39,014 - mmaction - INFO - Epoch [23][220/940] lr: 1.000e-02, eta: 16:22:43, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5789, top5_acc: 0.7996, loss_cls: 1.7947, loss: 1.7947, grad_norm: 4.5944 2020-07-24 16:19:51,794 - mmaction - INFO - Epoch [23][240/940] lr: 1.000e-02, eta: 16:22:15, time: 0.639, data_time: 0.003, memory: 8344, top1_acc: 0.5713, top5_acc: 0.7943, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.6316 2020-07-24 16:20:03,522 - mmaction - INFO - Epoch [23][260/940] lr: 1.000e-02, eta: 16:21:43, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5791, top5_acc: 0.7971, loss_cls: 1.7798, loss: 1.7798, grad_norm: 4.5835 2020-07-24 16:20:15,776 - mmaction - INFO - Epoch [23][280/940] lr: 1.000e-02, eta: 16:21:14, time: 0.613, data_time: 0.003, memory: 8344, top1_acc: 0.5803, top5_acc: 0.7910, loss_cls: 1.8027, loss: 1.8027, grad_norm: 4.6331 2020-07-24 16:20:27,615 - mmaction - INFO - Epoch [23][300/940] lr: 1.000e-02, eta: 16:20:43, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8043, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.5360 2020-07-24 16:20:39,290 - mmaction - INFO - Epoch [23][320/940] lr: 1.000e-02, eta: 16:20:11, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5709, top5_acc: 0.7951, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.6640 2020-07-24 16:20:52,235 - mmaction - INFO - Epoch [23][340/940] lr: 1.000e-02, eta: 16:19:44, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5824, top5_acc: 0.7988, loss_cls: 1.7757, loss: 1.7757, grad_norm: 4.6098 2020-07-24 16:21:05,054 - mmaction - INFO - Epoch [23][360/940] lr: 1.000e-02, eta: 16:19:17, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5691, top5_acc: 0.7957, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.6047 2020-07-24 16:21:17,885 - mmaction - INFO - Epoch [23][380/940] lr: 1.000e-02, eta: 16:18:49, time: 0.641, data_time: 0.003, memory: 8344, top1_acc: 0.5758, top5_acc: 0.8004, loss_cls: 1.7708, loss: 1.7708, grad_norm: 4.5113 2020-07-24 16:21:29,717 - mmaction - INFO - Epoch [23][400/940] lr: 1.000e-02, eta: 16:18:18, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5732, top5_acc: 0.7918, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.5862 2020-07-24 16:21:41,596 - mmaction - INFO - Epoch [23][420/940] lr: 1.000e-02, eta: 16:17:48, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5752, top5_acc: 0.7965, loss_cls: 1.7811, loss: 1.7811, grad_norm: 4.6276 2020-07-24 16:21:54,535 - mmaction - INFO - Epoch [23][440/940] lr: 1.000e-02, eta: 16:17:21, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.5707, top5_acc: 0.7914, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.6334 2020-07-24 16:22:06,502 - mmaction - INFO - Epoch [23][460/940] lr: 1.000e-02, eta: 16:16:50, time: 0.598, data_time: 0.004, memory: 8344, top1_acc: 0.5678, top5_acc: 0.7963, loss_cls: 1.8108, loss: 1.8108, grad_norm: 4.6489 2020-07-24 16:22:19,230 - mmaction - INFO - Epoch [23][480/940] lr: 1.000e-02, eta: 16:16:23, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5709, top5_acc: 0.7937, loss_cls: 1.8116, loss: 1.8116, grad_norm: 4.7028 2020-07-24 16:22:30,883 - mmaction - INFO - Epoch [23][500/940] lr: 1.000e-02, eta: 16:15:51, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7881, loss_cls: 1.8469, loss: 1.8469, grad_norm: 4.6425 2020-07-24 16:22:43,659 - mmaction - INFO - Epoch [23][520/940] lr: 1.000e-02, eta: 16:15:24, time: 0.639, data_time: 0.001, memory: 8344, top1_acc: 0.5650, top5_acc: 0.7943, loss_cls: 1.8200, loss: 1.8200, grad_norm: 4.6676 2020-07-24 16:22:56,356 - mmaction - INFO - Epoch [23][540/940] lr: 1.000e-02, eta: 16:14:56, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.5678, top5_acc: 0.7965, loss_cls: 1.8049, loss: 1.8049, grad_norm: 4.5961 2020-07-24 16:23:08,309 - mmaction - INFO - Epoch [23][560/940] lr: 1.000e-02, eta: 16:14:26, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5609, top5_acc: 0.7850, loss_cls: 1.8575, loss: 1.8575, grad_norm: 4.6908 2020-07-24 16:23:21,113 - mmaction - INFO - Epoch [23][580/940] lr: 1.000e-02, eta: 16:13:59, time: 0.639, data_time: 0.001, memory: 8344, top1_acc: 0.5662, top5_acc: 0.7990, loss_cls: 1.8135, loss: 1.8135, grad_norm: 4.6544 2020-07-24 16:23:33,767 - mmaction - INFO - Epoch [23][600/940] lr: 1.000e-02, eta: 16:13:31, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.5695, top5_acc: 0.7967, loss_cls: 1.8020, loss: 1.8020, grad_norm: 4.6126 2020-07-24 16:23:46,529 - mmaction - INFO - Epoch [23][620/940] lr: 1.000e-02, eta: 16:13:04, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5715, top5_acc: 0.7939, loss_cls: 1.8080, loss: 1.8080, grad_norm: 4.5843 2020-07-24 16:23:58,577 - mmaction - INFO - Epoch [23][640/940] lr: 1.000e-02, eta: 16:12:34, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.5652, top5_acc: 0.7930, loss_cls: 1.8343, loss: 1.8343, grad_norm: 4.6692 2020-07-24 16:24:10,220 - mmaction - INFO - Epoch [23][660/940] lr: 1.000e-02, eta: 16:12:03, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.5787, top5_acc: 0.7996, loss_cls: 1.7737, loss: 1.7737, grad_norm: 4.5567 2020-07-24 16:24:23,263 - mmaction - INFO - Epoch [23][680/940] lr: 1.000e-02, eta: 16:11:36, time: 0.651, data_time: 0.002, memory: 8344, top1_acc: 0.5715, top5_acc: 0.7908, loss_cls: 1.7874, loss: 1.7874, grad_norm: 4.5763 2020-07-24 16:24:35,313 - mmaction - INFO - Epoch [23][700/940] lr: 1.000e-02, eta: 16:11:07, time: 0.604, data_time: 0.003, memory: 8344, top1_acc: 0.5713, top5_acc: 0.8063, loss_cls: 1.7796, loss: 1.7796, grad_norm: 4.5881 2020-07-24 16:24:48,019 - mmaction - INFO - Epoch [23][720/940] lr: 1.000e-02, eta: 16:10:39, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5721, top5_acc: 0.8014, loss_cls: 1.7994, loss: 1.7994, grad_norm: 4.6711 2020-07-24 16:24:59,915 - mmaction - INFO - Epoch [23][740/940] lr: 1.000e-02, eta: 16:10:09, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5699, top5_acc: 0.7934, loss_cls: 1.8225, loss: 1.8225, grad_norm: 4.6012 2020-07-24 16:25:12,800 - mmaction - INFO - Epoch [23][760/940] lr: 1.000e-02, eta: 16:09:43, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5658, top5_acc: 0.7941, loss_cls: 1.8306, loss: 1.8306, grad_norm: 4.6560 2020-07-24 16:25:25,443 - mmaction - INFO - Epoch [23][780/940] lr: 1.000e-02, eta: 16:09:15, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5682, top5_acc: 0.7861, loss_cls: 1.8465, loss: 1.8465, grad_norm: 4.6987 2020-07-24 16:25:37,679 - mmaction - INFO - Epoch [23][800/940] lr: 1.000e-02, eta: 16:08:46, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.5687, top5_acc: 0.7883, loss_cls: 1.8342, loss: 1.8342, grad_norm: 4.6491 2020-07-24 16:25:49,431 - mmaction - INFO - Epoch [23][820/940] lr: 1.000e-02, eta: 16:08:16, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5824, top5_acc: 0.7984, loss_cls: 1.7828, loss: 1.7828, grad_norm: 4.5836 2020-07-24 16:26:02,129 - mmaction - INFO - Epoch [23][840/940] lr: 1.000e-02, eta: 16:07:49, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.5615, top5_acc: 0.7937, loss_cls: 1.8206, loss: 1.8206, grad_norm: 4.5970 2020-07-24 16:26:13,798 - mmaction - INFO - Epoch [23][860/940] lr: 1.000e-02, eta: 16:07:18, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.5797, top5_acc: 0.8025, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.5481 2020-07-24 16:26:26,653 - mmaction - INFO - Epoch [23][880/940] lr: 1.000e-02, eta: 16:06:51, time: 0.643, data_time: 0.003, memory: 8344, top1_acc: 0.5666, top5_acc: 0.7945, loss_cls: 1.8036, loss: 1.8036, grad_norm: 4.6053 2020-07-24 16:26:38,701 - mmaction - INFO - Epoch [23][900/940] lr: 1.000e-02, eta: 16:06:22, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5654, top5_acc: 0.7996, loss_cls: 1.8145, loss: 1.8145, grad_norm: 4.7255 2020-07-24 16:26:51,452 - mmaction - INFO - Epoch [23][920/940] lr: 1.000e-02, eta: 16:05:55, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.5771, top5_acc: 0.7957, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.6262 2020-07-24 16:27:02,667 - mmaction - INFO - Epoch [23][940/940] lr: 1.000e-02, eta: 16:05:23, time: 0.562, data_time: 0.005, memory: 8344, top1_acc: 0.5565, top5_acc: 0.7882, loss_cls: 1.8648, loss: 1.8648, grad_norm: 4.7660 2020-07-24 16:29:17,844 - mmaction - INFO - Epoch [24][20/940] lr: 1.000e-02, eta: 16:11:23, time: 6.423, data_time: 5.747, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8043, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.4773 2020-07-24 16:29:29,517 - mmaction - INFO - Epoch [24][40/940] lr: 1.000e-02, eta: 16:10:52, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8049, loss_cls: 1.7567, loss: 1.7567, grad_norm: 4.5789 2020-07-24 16:29:41,204 - mmaction - INFO - Epoch [24][60/940] lr: 1.000e-02, eta: 16:10:21, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5871, top5_acc: 0.7971, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.5688 2020-07-24 16:29:52,964 - mmaction - INFO - Epoch [24][80/940] lr: 1.000e-02, eta: 16:09:51, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5861, top5_acc: 0.8057, loss_cls: 1.7489, loss: 1.7489, grad_norm: 4.5650 2020-07-24 16:30:05,610 - mmaction - INFO - Epoch [24][100/940] lr: 1.000e-02, eta: 16:09:23, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5818, top5_acc: 0.8010, loss_cls: 1.7894, loss: 1.7894, grad_norm: 4.5753 2020-07-24 16:30:17,395 - mmaction - INFO - Epoch [24][120/940] lr: 1.000e-02, eta: 16:08:53, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5736, top5_acc: 0.8051, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.5572 2020-07-24 16:30:29,916 - mmaction - INFO - Epoch [24][140/940] lr: 1.000e-02, eta: 16:08:25, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5883, top5_acc: 0.8113, loss_cls: 1.7244, loss: 1.7244, grad_norm: 4.5489 2020-07-24 16:30:42,715 - mmaction - INFO - Epoch [24][160/940] lr: 1.000e-02, eta: 16:07:58, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5771, top5_acc: 0.8043, loss_cls: 1.7417, loss: 1.7417, grad_norm: 4.5028 2020-07-24 16:30:54,391 - mmaction - INFO - Epoch [24][180/940] lr: 1.000e-02, eta: 16:07:27, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.5791, top5_acc: 0.7998, loss_cls: 1.7715, loss: 1.7715, grad_norm: 4.6221 2020-07-24 16:31:07,298 - mmaction - INFO - Epoch [24][200/940] lr: 1.000e-02, eta: 16:07:00, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5787, top5_acc: 0.7963, loss_cls: 1.7742, loss: 1.7742, grad_norm: 4.7040 2020-07-24 16:31:19,094 - mmaction - INFO - Epoch [24][220/940] lr: 1.000e-02, eta: 16:06:30, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5729, top5_acc: 0.8012, loss_cls: 1.7775, loss: 1.7775, grad_norm: 4.6102 2020-07-24 16:31:31,876 - mmaction - INFO - Epoch [24][240/940] lr: 1.000e-02, eta: 16:06:03, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5689, top5_acc: 0.7943, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.6895 2020-07-24 16:31:43,639 - mmaction - INFO - Epoch [24][260/940] lr: 1.000e-02, eta: 16:05:33, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8063, loss_cls: 1.7555, loss: 1.7555, grad_norm: 4.5936 2020-07-24 16:31:55,621 - mmaction - INFO - Epoch [24][280/940] lr: 1.000e-02, eta: 16:05:03, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5783, top5_acc: 0.8043, loss_cls: 1.7730, loss: 1.7730, grad_norm: 4.6411 2020-07-24 16:32:07,322 - mmaction - INFO - Epoch [24][300/940] lr: 1.000e-02, eta: 16:04:33, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.5799, top5_acc: 0.7982, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.6649 2020-07-24 16:32:20,077 - mmaction - INFO - Epoch [24][320/940] lr: 1.000e-02, eta: 16:04:06, time: 0.639, data_time: 0.004, memory: 8344, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.7564, loss: 1.7564, grad_norm: 4.5927 2020-07-24 16:32:32,006 - mmaction - INFO - Epoch [24][340/940] lr: 1.000e-02, eta: 16:03:37, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5758, top5_acc: 0.8027, loss_cls: 1.7844, loss: 1.7844, grad_norm: 4.6117 2020-07-24 16:32:43,955 - mmaction - INFO - Epoch [24][360/940] lr: 1.000e-02, eta: 16:03:07, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5826, top5_acc: 0.7986, loss_cls: 1.7673, loss: 1.7673, grad_norm: 4.5849 2020-07-24 16:32:55,942 - mmaction - INFO - Epoch [24][380/940] lr: 1.000e-02, eta: 16:02:38, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.5797, top5_acc: 0.8006, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.4711 2020-07-24 16:33:08,535 - mmaction - INFO - Epoch [24][400/940] lr: 1.000e-02, eta: 16:02:10, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5682, top5_acc: 0.8057, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.6270 2020-07-24 16:33:20,330 - mmaction - INFO - Epoch [24][420/940] lr: 1.000e-02, eta: 16:01:40, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5721, top5_acc: 0.7936, loss_cls: 1.8085, loss: 1.8085, grad_norm: 4.7002 2020-07-24 16:33:33,167 - mmaction - INFO - Epoch [24][440/940] lr: 1.000e-02, eta: 16:01:14, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.5676, top5_acc: 0.7902, loss_cls: 1.8341, loss: 1.8341, grad_norm: 4.6735 2020-07-24 16:33:44,920 - mmaction - INFO - Epoch [24][460/940] lr: 1.000e-02, eta: 16:00:44, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5758, top5_acc: 0.7998, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.6141 2020-07-24 16:33:56,582 - mmaction - INFO - Epoch [24][480/940] lr: 1.000e-02, eta: 16:00:14, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.5711, top5_acc: 0.7920, loss_cls: 1.8131, loss: 1.8131, grad_norm: 4.7108 2020-07-24 16:34:09,314 - mmaction - INFO - Epoch [24][500/940] lr: 1.000e-02, eta: 15:59:47, time: 0.638, data_time: 0.003, memory: 8344, top1_acc: 0.5686, top5_acc: 0.7967, loss_cls: 1.7938, loss: 1.7938, grad_norm: 4.6602 2020-07-24 16:34:21,014 - mmaction - INFO - Epoch [24][520/940] lr: 1.000e-02, eta: 15:59:17, time: 0.585, data_time: 0.004, memory: 8344, top1_acc: 0.5803, top5_acc: 0.7924, loss_cls: 1.7996, loss: 1.7996, grad_norm: 4.5726 2020-07-24 16:34:33,797 - mmaction - INFO - Epoch [24][540/940] lr: 1.000e-02, eta: 15:58:50, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5838, top5_acc: 0.7969, loss_cls: 1.7751, loss: 1.7751, grad_norm: 4.5437 2020-07-24 16:34:45,525 - mmaction - INFO - Epoch [24][560/940] lr: 1.000e-02, eta: 15:58:21, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5752, top5_acc: 0.7975, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.5594 2020-07-24 16:34:58,343 - mmaction - INFO - Epoch [24][580/940] lr: 1.000e-02, eta: 15:57:54, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7904, loss_cls: 1.8301, loss: 1.8301, grad_norm: 4.6143 2020-07-24 16:35:10,546 - mmaction - INFO - Epoch [24][600/940] lr: 1.000e-02, eta: 15:57:26, time: 0.612, data_time: 0.004, memory: 8344, top1_acc: 0.5670, top5_acc: 0.7906, loss_cls: 1.8399, loss: 1.8399, grad_norm: 4.6648 2020-07-24 16:35:23,064 - mmaction - INFO - Epoch [24][620/940] lr: 1.000e-02, eta: 15:56:59, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5623, top5_acc: 0.7895, loss_cls: 1.8470, loss: 1.8470, grad_norm: 4.7138 2020-07-24 16:35:34,978 - mmaction - INFO - Epoch [24][640/940] lr: 1.000e-02, eta: 15:56:29, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.5811, top5_acc: 0.8000, loss_cls: 1.7816, loss: 1.7816, grad_norm: 4.6512 2020-07-24 16:35:47,577 - mmaction - INFO - Epoch [24][660/940] lr: 1.000e-02, eta: 15:56:03, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.5664, top5_acc: 0.7979, loss_cls: 1.7938, loss: 1.7938, grad_norm: 4.6025 2020-07-24 16:36:00,483 - mmaction - INFO - Epoch [24][680/940] lr: 1.000e-02, eta: 15:55:37, time: 0.646, data_time: 0.003, memory: 8344, top1_acc: 0.5619, top5_acc: 0.7959, loss_cls: 1.8019, loss: 1.8019, grad_norm: 4.5671 2020-07-24 16:36:13,102 - mmaction - INFO - Epoch [24][700/940] lr: 1.000e-02, eta: 15:55:10, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5713, top5_acc: 0.8008, loss_cls: 1.7768, loss: 1.7768, grad_norm: 4.6287 2020-07-24 16:36:25,012 - mmaction - INFO - Epoch [24][720/940] lr: 1.000e-02, eta: 15:54:41, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5803, top5_acc: 0.7939, loss_cls: 1.7989, loss: 1.7989, grad_norm: 4.5949 2020-07-24 16:36:37,684 - mmaction - INFO - Epoch [24][740/940] lr: 1.000e-02, eta: 15:54:14, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5762, top5_acc: 0.8102, loss_cls: 1.7624, loss: 1.7624, grad_norm: 4.5731 2020-07-24 16:36:49,538 - mmaction - INFO - Epoch [24][760/940] lr: 1.000e-02, eta: 15:53:45, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5705, top5_acc: 0.7984, loss_cls: 1.7930, loss: 1.7930, grad_norm: 4.6291 2020-07-24 16:37:02,246 - mmaction - INFO - Epoch [24][780/940] lr: 1.000e-02, eta: 15:53:18, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.5684, top5_acc: 0.7896, loss_cls: 1.8256, loss: 1.8256, grad_norm: 4.6819 2020-07-24 16:37:14,188 - mmaction - INFO - Epoch [24][800/940] lr: 1.000e-02, eta: 15:52:50, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5744, top5_acc: 0.8035, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.5462 2020-07-24 16:37:26,035 - mmaction - INFO - Epoch [24][820/940] lr: 1.000e-02, eta: 15:52:20, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5764, top5_acc: 0.7977, loss_cls: 1.8048, loss: 1.8048, grad_norm: 4.6969 2020-07-24 16:37:37,828 - mmaction - INFO - Epoch [24][840/940] lr: 1.000e-02, eta: 15:51:51, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5717, top5_acc: 0.8010, loss_cls: 1.7897, loss: 1.7897, grad_norm: 4.6623 2020-07-24 16:37:49,804 - mmaction - INFO - Epoch [24][860/940] lr: 1.000e-02, eta: 15:51:22, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5705, top5_acc: 0.8002, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.5202 2020-07-24 16:38:02,609 - mmaction - INFO - Epoch [24][880/940] lr: 1.000e-02, eta: 15:50:57, time: 0.641, data_time: 0.004, memory: 8344, top1_acc: 0.5771, top5_acc: 0.7975, loss_cls: 1.7621, loss: 1.7621, grad_norm: 4.5204 2020-07-24 16:38:14,607 - mmaction - INFO - Epoch [24][900/940] lr: 1.000e-02, eta: 15:50:28, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5687, top5_acc: 0.7910, loss_cls: 1.8089, loss: 1.8089, grad_norm: 4.6257 2020-07-24 16:38:27,381 - mmaction - INFO - Epoch [24][920/940] lr: 1.000e-02, eta: 15:50:02, time: 0.638, data_time: 0.004, memory: 8344, top1_acc: 0.5744, top5_acc: 0.7957, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.6087 2020-07-24 16:38:38,703 - mmaction - INFO - Epoch [24][940/940] lr: 1.000e-02, eta: 15:49:31, time: 0.567, data_time: 0.002, memory: 8344, top1_acc: 0.5667, top5_acc: 0.7913, loss_cls: 1.8599, loss: 1.8599, grad_norm: 4.7870 2020-07-24 16:41:20,996 - mmaction - INFO - Epoch [25][20/940] lr: 1.000e-02, eta: 15:56:42, time: 7.864, data_time: 7.131, memory: 8344, top1_acc: 0.5758, top5_acc: 0.7996, loss_cls: 1.7660, loss: 1.7660, grad_norm: 4.5914 2020-07-24 16:41:34,087 - mmaction - INFO - Epoch [25][40/940] lr: 1.000e-02, eta: 15:56:17, time: 0.655, data_time: 0.003, memory: 8344, top1_acc: 0.5676, top5_acc: 0.7937, loss_cls: 1.8189, loss: 1.8189, grad_norm: 4.6586 2020-07-24 16:41:46,706 - mmaction - INFO - Epoch [25][60/940] lr: 1.000e-02, eta: 15:55:50, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.5770, top5_acc: 0.8045, loss_cls: 1.7695, loss: 1.7695, grad_norm: 4.5003 2020-07-24 16:41:59,463 - mmaction - INFO - Epoch [25][80/940] lr: 1.000e-02, eta: 15:55:23, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5930, top5_acc: 0.7990, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.5177 2020-07-24 16:42:11,447 - mmaction - INFO - Epoch [25][100/940] lr: 1.000e-02, eta: 15:54:55, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5852, top5_acc: 0.8064, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.5050 2020-07-24 16:42:23,967 - mmaction - INFO - Epoch [25][120/940] lr: 1.000e-02, eta: 15:54:27, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5818, top5_acc: 0.7994, loss_cls: 1.7723, loss: 1.7723, grad_norm: 4.5792 2020-07-24 16:42:35,735 - mmaction - INFO - Epoch [25][140/940] lr: 1.000e-02, eta: 15:53:58, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5844, top5_acc: 0.8025, loss_cls: 1.7580, loss: 1.7580, grad_norm: 4.5856 2020-07-24 16:42:47,583 - mmaction - INFO - Epoch [25][160/940] lr: 1.000e-02, eta: 15:53:29, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5795, top5_acc: 0.8098, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.5967 2020-07-24 16:43:00,538 - mmaction - INFO - Epoch [25][180/940] lr: 1.000e-02, eta: 15:53:03, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5910, top5_acc: 0.8121, loss_cls: 1.7289, loss: 1.7289, grad_norm: 4.6159 2020-07-24 16:43:13,071 - mmaction - INFO - Epoch [25][200/940] lr: 1.000e-02, eta: 15:52:36, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.5791, top5_acc: 0.8031, loss_cls: 1.7573, loss: 1.7573, grad_norm: 4.5804 2020-07-24 16:43:25,910 - mmaction - INFO - Epoch [25][220/940] lr: 1.000e-02, eta: 15:52:10, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5939, top5_acc: 0.8066, loss_cls: 1.7151, loss: 1.7151, grad_norm: 4.5129 2020-07-24 16:43:37,859 - mmaction - INFO - Epoch [25][240/940] lr: 1.000e-02, eta: 15:51:41, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5822, top5_acc: 0.8035, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.5616 2020-07-24 16:43:50,557 - mmaction - INFO - Epoch [25][260/940] lr: 1.000e-02, eta: 15:51:14, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8039, loss_cls: 1.7481, loss: 1.7481, grad_norm: 4.5683 2020-07-24 16:44:03,221 - mmaction - INFO - Epoch [25][280/940] lr: 1.000e-02, eta: 15:50:48, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5816, top5_acc: 0.7986, loss_cls: 1.7648, loss: 1.7648, grad_norm: 4.6392 2020-07-24 16:44:15,209 - mmaction - INFO - Epoch [25][300/940] lr: 1.000e-02, eta: 15:50:19, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5809, top5_acc: 0.8023, loss_cls: 1.7522, loss: 1.7522, grad_norm: 4.5426 2020-07-24 16:44:28,088 - mmaction - INFO - Epoch [25][320/940] lr: 1.000e-02, eta: 15:49:53, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5826, top5_acc: 0.8053, loss_cls: 1.7444, loss: 1.7444, grad_norm: 4.5852 2020-07-24 16:44:40,642 - mmaction - INFO - Epoch [25][340/940] lr: 1.000e-02, eta: 15:49:27, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5689, top5_acc: 0.8012, loss_cls: 1.7762, loss: 1.7762, grad_norm: 4.6500 2020-07-24 16:44:52,565 - mmaction - INFO - Epoch [25][360/940] lr: 1.000e-02, eta: 15:48:58, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8133, loss_cls: 1.7268, loss: 1.7268, grad_norm: 4.5042 2020-07-24 16:45:05,289 - mmaction - INFO - Epoch [25][380/940] lr: 1.000e-02, eta: 15:48:32, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5746, top5_acc: 0.8063, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.5858 2020-07-24 16:45:17,276 - mmaction - INFO - Epoch [25][400/940] lr: 1.000e-02, eta: 15:48:03, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.5711, top5_acc: 0.8012, loss_cls: 1.7726, loss: 1.7726, grad_norm: 4.6440 2020-07-24 16:45:29,994 - mmaction - INFO - Epoch [25][420/940] lr: 1.000e-02, eta: 15:47:37, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.5723, top5_acc: 0.7949, loss_cls: 1.7974, loss: 1.7974, grad_norm: 4.5977 2020-07-24 16:45:42,747 - mmaction - INFO - Epoch [25][440/940] lr: 1.000e-02, eta: 15:47:11, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5832, top5_acc: 0.7988, loss_cls: 1.7719, loss: 1.7719, grad_norm: 4.5520 2020-07-24 16:45:55,400 - mmaction - INFO - Epoch [25][460/940] lr: 1.000e-02, eta: 15:46:45, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7613, loss: 1.7613, grad_norm: 4.6552 2020-07-24 16:46:07,230 - mmaction - INFO - Epoch [25][480/940] lr: 1.000e-02, eta: 15:46:16, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5791, top5_acc: 0.7889, loss_cls: 1.7996, loss: 1.7996, grad_norm: 4.6558 2020-07-24 16:46:19,044 - mmaction - INFO - Epoch [25][500/940] lr: 1.000e-02, eta: 15:45:47, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5738, top5_acc: 0.7986, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.6338 2020-07-24 16:46:30,979 - mmaction - INFO - Epoch [25][520/940] lr: 1.000e-02, eta: 15:45:18, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.5834, top5_acc: 0.7988, loss_cls: 1.7588, loss: 1.7588, grad_norm: 4.6443 2020-07-24 16:46:43,841 - mmaction - INFO - Epoch [25][540/940] lr: 1.000e-02, eta: 15:44:53, time: 0.643, data_time: 0.003, memory: 8344, top1_acc: 0.5777, top5_acc: 0.8043, loss_cls: 1.7837, loss: 1.7837, grad_norm: 4.5970 2020-07-24 16:46:55,511 - mmaction - INFO - Epoch [25][560/940] lr: 1.000e-02, eta: 15:44:23, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.5797, top5_acc: 0.8070, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.5718 2020-07-24 16:47:07,261 - mmaction - INFO - Epoch [25][580/940] lr: 1.000e-02, eta: 15:43:54, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8035, loss_cls: 1.7578, loss: 1.7578, grad_norm: 4.5989 2020-07-24 16:47:19,140 - mmaction - INFO - Epoch [25][600/940] lr: 1.000e-02, eta: 15:43:26, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5760, top5_acc: 0.8027, loss_cls: 1.7921, loss: 1.7921, grad_norm: 4.7125 2020-07-24 16:47:31,790 - mmaction - INFO - Epoch [25][620/940] lr: 1.000e-02, eta: 15:43:00, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5594, top5_acc: 0.7947, loss_cls: 1.8085, loss: 1.8085, grad_norm: 4.7731 2020-07-24 16:47:44,675 - mmaction - INFO - Epoch [25][640/940] lr: 1.000e-02, eta: 15:42:34, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.5686, top5_acc: 0.7879, loss_cls: 1.8103, loss: 1.8103, grad_norm: 4.6838 2020-07-24 16:47:57,306 - mmaction - INFO - Epoch [25][660/940] lr: 1.000e-02, eta: 15:42:08, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.5787, top5_acc: 0.8016, loss_cls: 1.7904, loss: 1.7904, grad_norm: 4.6799 2020-07-24 16:48:09,980 - mmaction - INFO - Epoch [25][680/940] lr: 1.000e-02, eta: 15:41:42, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5770, top5_acc: 0.8012, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.6512 2020-07-24 16:48:21,765 - mmaction - INFO - Epoch [25][700/940] lr: 1.000e-02, eta: 15:41:13, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5750, top5_acc: 0.7883, loss_cls: 1.8122, loss: 1.8122, grad_norm: 4.6924 2020-07-24 16:48:35,321 - mmaction - INFO - Epoch [25][720/940] lr: 1.000e-02, eta: 15:40:50, time: 0.678, data_time: 0.003, memory: 8344, top1_acc: 0.5658, top5_acc: 0.7937, loss_cls: 1.8039, loss: 1.8039, grad_norm: 4.6259 2020-07-24 16:48:47,026 - mmaction - INFO - Epoch [25][740/940] lr: 1.000e-02, eta: 15:40:21, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5775, top5_acc: 0.8027, loss_cls: 1.7849, loss: 1.7849, grad_norm: 4.5768 2020-07-24 16:48:59,699 - mmaction - INFO - Epoch [25][760/940] lr: 1.000e-02, eta: 15:39:55, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5740, top5_acc: 0.7994, loss_cls: 1.7841, loss: 1.7841, grad_norm: 4.7005 2020-07-24 16:49:11,475 - mmaction - INFO - Epoch [25][780/940] lr: 1.000e-02, eta: 15:39:27, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5826, top5_acc: 0.7904, loss_cls: 1.7973, loss: 1.7973, grad_norm: 4.5886 2020-07-24 16:49:24,665 - mmaction - INFO - Epoch [25][800/940] lr: 1.000e-02, eta: 15:39:02, time: 0.659, data_time: 0.003, memory: 8344, top1_acc: 0.5645, top5_acc: 0.7998, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.7318 2020-07-24 16:49:36,439 - mmaction - INFO - Epoch [25][820/940] lr: 1.000e-02, eta: 15:38:34, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5723, top5_acc: 0.8012, loss_cls: 1.7931, loss: 1.7931, grad_norm: 4.6656 2020-07-24 16:49:49,363 - mmaction - INFO - Epoch [25][840/940] lr: 1.000e-02, eta: 15:38:09, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.5848, top5_acc: 0.8000, loss_cls: 1.7693, loss: 1.7693, grad_norm: 4.6019 2020-07-24 16:50:02,182 - mmaction - INFO - Epoch [25][860/940] lr: 1.000e-02, eta: 15:37:43, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8002, loss_cls: 1.7695, loss: 1.7695, grad_norm: 4.5885 2020-07-24 16:50:13,949 - mmaction - INFO - Epoch [25][880/940] lr: 1.000e-02, eta: 15:37:15, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5797, top5_acc: 0.7951, loss_cls: 1.7770, loss: 1.7770, grad_norm: 4.6348 2020-07-24 16:50:26,602 - mmaction - INFO - Epoch [25][900/940] lr: 1.000e-02, eta: 15:36:49, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7990, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.5997 2020-07-24 16:50:38,467 - mmaction - INFO - Epoch [25][920/940] lr: 1.000e-02, eta: 15:36:21, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5682, top5_acc: 0.7896, loss_cls: 1.8096, loss: 1.8096, grad_norm: 4.6954 2020-07-24 16:50:49,592 - mmaction - INFO - Epoch [25][940/940] lr: 1.000e-02, eta: 15:35:51, time: 0.556, data_time: 0.002, memory: 8344, top1_acc: 0.5673, top5_acc: 0.7939, loss_cls: 1.8454, loss: 1.8454, grad_norm: 4.7123 2020-07-24 16:50:55,004 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-24 16:53:24,283 - mmaction - INFO - Epoch [26][20/940] lr: 1.000e-02, eta: 15:42:13, time: 7.445, data_time: 6.714, memory: 8344, top1_acc: 0.5881, top5_acc: 0.8141, loss_cls: 1.6989, loss: 1.6989, grad_norm: 4.4597 2020-07-24 16:53:36,030 - mmaction - INFO - Epoch [26][40/940] lr: 1.000e-02, eta: 15:41:44, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8088, loss_cls: 1.7138, loss: 1.7138, grad_norm: 4.5265 2020-07-24 16:53:48,565 - mmaction - INFO - Epoch [26][60/940] lr: 1.000e-02, eta: 15:41:18, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5740, top5_acc: 0.7881, loss_cls: 1.8372, loss: 1.8372, grad_norm: 4.6014 2020-07-24 16:54:00,367 - mmaction - INFO - Epoch [26][80/940] lr: 1.000e-02, eta: 15:40:49, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.7041, loss: 1.7041, grad_norm: 4.4607 2020-07-24 16:54:13,250 - mmaction - INFO - Epoch [26][100/940] lr: 1.000e-02, eta: 15:40:23, time: 0.643, data_time: 0.001, memory: 8344, top1_acc: 0.5689, top5_acc: 0.7975, loss_cls: 1.7643, loss: 1.7643, grad_norm: 4.5773 2020-07-24 16:54:25,699 - mmaction - INFO - Epoch [26][120/940] lr: 1.000e-02, eta: 15:39:57, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.5828, top5_acc: 0.8078, loss_cls: 1.7551, loss: 1.7551, grad_norm: 4.6608 2020-07-24 16:54:37,617 - mmaction - INFO - Epoch [26][140/940] lr: 1.000e-02, eta: 15:39:29, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8064, loss_cls: 1.7204, loss: 1.7204, grad_norm: 4.5213 2020-07-24 16:54:50,351 - mmaction - INFO - Epoch [26][160/940] lr: 1.000e-02, eta: 15:39:03, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5791, top5_acc: 0.8068, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.5406 2020-07-24 16:55:02,158 - mmaction - INFO - Epoch [26][180/940] lr: 1.000e-02, eta: 15:38:34, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5934, top5_acc: 0.8090, loss_cls: 1.6844, loss: 1.6844, grad_norm: 4.4566 2020-07-24 16:55:14,921 - mmaction - INFO - Epoch [26][200/940] lr: 1.000e-02, eta: 15:38:09, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8076, loss_cls: 1.7053, loss: 1.7053, grad_norm: 4.5635 2020-07-24 16:55:27,591 - mmaction - INFO - Epoch [26][220/940] lr: 1.000e-02, eta: 15:37:43, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7996, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.6102 2020-07-24 16:55:39,388 - mmaction - INFO - Epoch [26][240/940] lr: 1.000e-02, eta: 15:37:14, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8107, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.6146 2020-07-24 16:55:52,164 - mmaction - INFO - Epoch [26][260/940] lr: 1.000e-02, eta: 15:36:49, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8072, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.6635 2020-07-24 16:56:04,829 - mmaction - INFO - Epoch [26][280/940] lr: 1.000e-02, eta: 15:36:23, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8061, loss_cls: 1.7632, loss: 1.7632, grad_norm: 4.6295 2020-07-24 16:56:16,784 - mmaction - INFO - Epoch [26][300/940] lr: 1.000e-02, eta: 15:35:55, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.6415 2020-07-24 16:56:28,707 - mmaction - INFO - Epoch [26][320/940] lr: 1.000e-02, eta: 15:35:27, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5855, top5_acc: 0.7937, loss_cls: 1.7801, loss: 1.7801, grad_norm: 4.5958 2020-07-24 16:56:40,389 - mmaction - INFO - Epoch [26][340/940] lr: 1.000e-02, eta: 15:34:58, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.5709, top5_acc: 0.7908, loss_cls: 1.8053, loss: 1.8053, grad_norm: 4.6163 2020-07-24 16:56:53,130 - mmaction - INFO - Epoch [26][360/940] lr: 1.000e-02, eta: 15:34:33, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5719, top5_acc: 0.7979, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.6517 2020-07-24 16:57:05,804 - mmaction - INFO - Epoch [26][380/940] lr: 1.000e-02, eta: 15:34:07, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.5836, top5_acc: 0.8072, loss_cls: 1.7384, loss: 1.7384, grad_norm: 4.5224 2020-07-24 16:57:18,818 - mmaction - INFO - Epoch [26][400/940] lr: 1.000e-02, eta: 15:33:42, time: 0.650, data_time: 0.002, memory: 8344, top1_acc: 0.5826, top5_acc: 0.7924, loss_cls: 1.7841, loss: 1.7841, grad_norm: 4.6419 2020-07-24 16:57:30,520 - mmaction - INFO - Epoch [26][420/940] lr: 1.000e-02, eta: 15:33:14, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5793, top5_acc: 0.8072, loss_cls: 1.7574, loss: 1.7574, grad_norm: 4.7037 2020-07-24 16:57:43,357 - mmaction - INFO - Epoch [26][440/940] lr: 1.000e-02, eta: 15:32:48, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.5824, top5_acc: 0.8025, loss_cls: 1.7423, loss: 1.7423, grad_norm: 4.5751 2020-07-24 16:57:56,122 - mmaction - INFO - Epoch [26][460/940] lr: 1.000e-02, eta: 15:32:23, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5840, top5_acc: 0.8047, loss_cls: 1.7583, loss: 1.7583, grad_norm: 4.6348 2020-07-24 16:58:08,190 - mmaction - INFO - Epoch [26][480/940] lr: 1.000e-02, eta: 15:31:56, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.5783, top5_acc: 0.8018, loss_cls: 1.7555, loss: 1.7555, grad_norm: 4.6037 2020-07-24 16:58:19,909 - mmaction - INFO - Epoch [26][500/940] lr: 1.000e-02, eta: 15:31:27, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5803, top5_acc: 0.8053, loss_cls: 1.7777, loss: 1.7777, grad_norm: 4.6064 2020-07-24 16:58:31,640 - mmaction - INFO - Epoch [26][520/940] lr: 1.000e-02, eta: 15:30:59, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.5729, top5_acc: 0.8018, loss_cls: 1.7682, loss: 1.7682, grad_norm: 4.6313 2020-07-24 16:58:44,585 - mmaction - INFO - Epoch [26][540/940] lr: 1.000e-02, eta: 15:30:34, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7398, loss: 1.7398, grad_norm: 4.6340 2020-07-24 16:58:57,207 - mmaction - INFO - Epoch [26][560/940] lr: 1.000e-02, eta: 15:30:09, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.5773, top5_acc: 0.7934, loss_cls: 1.7646, loss: 1.7646, grad_norm: 4.6404 2020-07-24 16:59:10,065 - mmaction - INFO - Epoch [26][580/940] lr: 1.000e-02, eta: 15:29:44, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.5697, top5_acc: 0.8018, loss_cls: 1.7690, loss: 1.7690, grad_norm: 4.6549 2020-07-24 16:59:21,839 - mmaction - INFO - Epoch [26][600/940] lr: 1.000e-02, eta: 15:29:16, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5736, top5_acc: 0.8074, loss_cls: 1.7672, loss: 1.7672, grad_norm: 4.6235 2020-07-24 16:59:33,863 - mmaction - INFO - Epoch [26][620/940] lr: 1.000e-02, eta: 15:28:48, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5689, top5_acc: 0.7906, loss_cls: 1.8260, loss: 1.8260, grad_norm: 4.7733 2020-07-24 16:59:45,623 - mmaction - INFO - Epoch [26][640/940] lr: 1.000e-02, eta: 15:28:20, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5832, top5_acc: 0.7994, loss_cls: 1.7753, loss: 1.7753, grad_norm: 4.5363 2020-07-24 16:59:58,485 - mmaction - INFO - Epoch [26][660/940] lr: 1.000e-02, eta: 15:27:55, time: 0.644, data_time: 0.003, memory: 8344, top1_acc: 0.5822, top5_acc: 0.8004, loss_cls: 1.7655, loss: 1.7655, grad_norm: 4.6199 2020-07-24 17:00:11,147 - mmaction - INFO - Epoch [26][680/940] lr: 1.000e-02, eta: 15:27:30, time: 0.632, data_time: 0.001, memory: 8344, top1_acc: 0.5779, top5_acc: 0.8049, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.5984 2020-07-24 17:00:28,607 - mmaction - INFO - Epoch [26][700/940] lr: 1.000e-02, eta: 15:27:18, time: 0.869, data_time: 0.003, memory: 8344, top1_acc: 0.5803, top5_acc: 0.8027, loss_cls: 1.7576, loss: 1.7576, grad_norm: 4.6032 2020-07-24 17:00:41,423 - mmaction - INFO - Epoch [26][720/940] lr: 1.000e-02, eta: 15:26:53, time: 0.645, data_time: 0.013, memory: 8344, top1_acc: 0.5859, top5_acc: 0.8088, loss_cls: 1.7352, loss: 1.7352, grad_norm: 4.5375 2020-07-24 17:00:53,360 - mmaction - INFO - Epoch [26][740/940] lr: 1.000e-02, eta: 15:26:26, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5807, top5_acc: 0.7969, loss_cls: 1.7659, loss: 1.7659, grad_norm: 4.5573 2020-07-24 17:01:05,122 - mmaction - INFO - Epoch [26][760/940] lr: 1.000e-02, eta: 15:25:58, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5770, top5_acc: 0.7922, loss_cls: 1.8028, loss: 1.8028, grad_norm: 4.7193 2020-07-24 17:01:17,939 - mmaction - INFO - Epoch [26][780/940] lr: 1.000e-02, eta: 15:25:33, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5762, top5_acc: 0.7982, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.6810 2020-07-24 17:01:30,601 - mmaction - INFO - Epoch [26][800/940] lr: 1.000e-02, eta: 15:25:08, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5766, top5_acc: 0.8010, loss_cls: 1.8005, loss: 1.8005, grad_norm: 4.6429 2020-07-24 17:01:43,499 - mmaction - INFO - Epoch [26][820/940] lr: 1.000e-02, eta: 15:24:43, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5783, top5_acc: 0.7977, loss_cls: 1.7709, loss: 1.7709, grad_norm: 4.5767 2020-07-24 17:01:56,335 - mmaction - INFO - Epoch [26][840/940] lr: 1.000e-02, eta: 15:24:18, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5861, top5_acc: 0.7967, loss_cls: 1.7594, loss: 1.7594, grad_norm: 4.4656 2020-07-24 17:02:08,079 - mmaction - INFO - Epoch [26][860/940] lr: 1.000e-02, eta: 15:23:50, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.5789, top5_acc: 0.8016, loss_cls: 1.7616, loss: 1.7616, grad_norm: 4.6198 2020-07-24 17:02:20,717 - mmaction - INFO - Epoch [26][880/940] lr: 1.000e-02, eta: 15:23:25, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.5771, top5_acc: 0.8008, loss_cls: 1.7588, loss: 1.7588, grad_norm: 4.6184 2020-07-24 17:02:32,416 - mmaction - INFO - Epoch [26][900/940] lr: 1.000e-02, eta: 15:22:57, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8008, loss_cls: 1.7506, loss: 1.7506, grad_norm: 4.5720 2020-07-24 17:02:45,271 - mmaction - INFO - Epoch [26][920/940] lr: 1.000e-02, eta: 15:22:33, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.5727, top5_acc: 0.7932, loss_cls: 1.7921, loss: 1.7921, grad_norm: 4.6378 2020-07-24 17:02:56,508 - mmaction - INFO - Epoch [26][940/940] lr: 1.000e-02, eta: 15:22:03, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.5758, top5_acc: 0.8014, loss_cls: 1.7550, loss: 1.7550, grad_norm: 4.6599 2020-07-24 17:05:14,178 - mmaction - INFO - Epoch [27][20/940] lr: 1.000e-02, eta: 15:27:12, time: 6.504, data_time: 5.891, memory: 8344, top1_acc: 0.5912, top5_acc: 0.8135, loss_cls: 1.7145, loss: 1.7145, grad_norm: 4.5859 2020-07-24 17:05:27,653 - mmaction - INFO - Epoch [27][40/940] lr: 1.000e-02, eta: 15:26:49, time: 0.674, data_time: 0.002, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8084, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.6148 2020-07-24 17:05:40,244 - mmaction - INFO - Epoch [27][60/940] lr: 1.000e-02, eta: 15:26:23, time: 0.629, data_time: 0.004, memory: 8344, top1_acc: 0.5814, top5_acc: 0.8059, loss_cls: 1.7391, loss: 1.7391, grad_norm: 4.6313 2020-07-24 17:05:52,302 - mmaction - INFO - Epoch [27][80/940] lr: 1.000e-02, eta: 15:25:56, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8160, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.5556 2020-07-24 17:06:05,210 - mmaction - INFO - Epoch [27][100/940] lr: 1.000e-02, eta: 15:25:31, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7352, loss: 1.7352, grad_norm: 4.6509 2020-07-24 17:06:16,799 - mmaction - INFO - Epoch [27][120/940] lr: 1.000e-02, eta: 15:25:03, time: 0.581, data_time: 0.003, memory: 8344, top1_acc: 0.5795, top5_acc: 0.8074, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.6901 2020-07-24 17:06:29,473 - mmaction - INFO - Epoch [27][140/940] lr: 1.000e-02, eta: 15:24:38, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8053, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.6143 2020-07-24 17:06:41,175 - mmaction - INFO - Epoch [27][160/940] lr: 1.000e-02, eta: 15:24:10, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5879, top5_acc: 0.8055, loss_cls: 1.7251, loss: 1.7251, grad_norm: 4.5525 2020-07-24 17:06:52,855 - mmaction - INFO - Epoch [27][180/940] lr: 1.000e-02, eta: 15:23:41, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5807, top5_acc: 0.8057, loss_cls: 1.7582, loss: 1.7582, grad_norm: 4.6528 2020-07-24 17:07:05,874 - mmaction - INFO - Epoch [27][200/940] lr: 1.000e-02, eta: 15:23:17, time: 0.651, data_time: 0.002, memory: 8344, top1_acc: 0.5791, top5_acc: 0.8031, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.6068 2020-07-24 17:07:18,617 - mmaction - INFO - Epoch [27][220/940] lr: 1.000e-02, eta: 15:22:52, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6049, top5_acc: 0.8096, loss_cls: 1.6921, loss: 1.6921, grad_norm: 4.4825 2020-07-24 17:07:30,371 - mmaction - INFO - Epoch [27][240/940] lr: 1.000e-02, eta: 15:22:24, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5814, top5_acc: 0.8023, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.6849 2020-07-24 17:07:42,219 - mmaction - INFO - Epoch [27][260/940] lr: 1.000e-02, eta: 15:21:57, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.5895, top5_acc: 0.8094, loss_cls: 1.7265, loss: 1.7265, grad_norm: 4.5602 2020-07-24 17:07:55,082 - mmaction - INFO - Epoch [27][280/940] lr: 1.000e-02, eta: 15:21:32, time: 0.644, data_time: 0.003, memory: 8344, top1_acc: 0.5805, top5_acc: 0.8006, loss_cls: 1.7572, loss: 1.7572, grad_norm: 4.6620 2020-07-24 17:08:07,630 - mmaction - INFO - Epoch [27][300/940] lr: 1.000e-02, eta: 15:21:07, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5842, top5_acc: 0.7953, loss_cls: 1.7741, loss: 1.7741, grad_norm: 4.7131 2020-07-24 17:08:20,378 - mmaction - INFO - Epoch [27][320/940] lr: 1.000e-02, eta: 15:20:42, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5803, top5_acc: 0.8078, loss_cls: 1.7618, loss: 1.7618, grad_norm: 4.6838 2020-07-24 17:08:32,221 - mmaction - INFO - Epoch [27][340/940] lr: 1.000e-02, eta: 15:20:14, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5873, top5_acc: 0.8088, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.6188 2020-07-24 17:08:45,083 - mmaction - INFO - Epoch [27][360/940] lr: 1.000e-02, eta: 15:19:50, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.5674, top5_acc: 0.7916, loss_cls: 1.7975, loss: 1.7975, grad_norm: 4.6503 2020-07-24 17:08:56,804 - mmaction - INFO - Epoch [27][380/940] lr: 1.000e-02, eta: 15:19:22, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8059, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.6282 2020-07-24 17:09:09,850 - mmaction - INFO - Epoch [27][400/940] lr: 1.000e-02, eta: 15:18:58, time: 0.653, data_time: 0.002, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8055, loss_cls: 1.7283, loss: 1.7283, grad_norm: 4.6331 2020-07-24 17:09:21,556 - mmaction - INFO - Epoch [27][420/940] lr: 1.000e-02, eta: 15:18:30, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5920, top5_acc: 0.7977, loss_cls: 1.7435, loss: 1.7435, grad_norm: 4.6174 2020-07-24 17:09:34,452 - mmaction - INFO - Epoch [27][440/940] lr: 1.000e-02, eta: 15:18:06, time: 0.644, data_time: 0.001, memory: 8344, top1_acc: 0.5934, top5_acc: 0.8105, loss_cls: 1.6857, loss: 1.6857, grad_norm: 4.5060 2020-07-24 17:09:47,171 - mmaction - INFO - Epoch [27][460/940] lr: 1.000e-02, eta: 15:17:41, time: 0.636, data_time: 0.007, memory: 8344, top1_acc: 0.5863, top5_acc: 0.8025, loss_cls: 1.7283, loss: 1.7283, grad_norm: 4.5881 2020-07-24 17:09:59,989 - mmaction - INFO - Epoch [27][480/940] lr: 1.000e-02, eta: 15:17:16, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8000, loss_cls: 1.7312, loss: 1.7312, grad_norm: 4.5902 2020-07-24 17:10:11,965 - mmaction - INFO - Epoch [27][500/940] lr: 1.000e-02, eta: 15:16:49, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5900, top5_acc: 0.7996, loss_cls: 1.7375, loss: 1.7375, grad_norm: 4.6138 2020-07-24 17:10:23,901 - mmaction - INFO - Epoch [27][520/940] lr: 1.000e-02, eta: 15:16:22, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5703, top5_acc: 0.7990, loss_cls: 1.7770, loss: 1.7770, grad_norm: 4.6503 2020-07-24 17:10:36,790 - mmaction - INFO - Epoch [27][540/940] lr: 1.000e-02, eta: 15:15:58, time: 0.643, data_time: 0.001, memory: 8344, top1_acc: 0.5879, top5_acc: 0.7998, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.5614 2020-07-24 17:10:49,813 - mmaction - INFO - Epoch [27][560/940] lr: 1.000e-02, eta: 15:15:34, time: 0.651, data_time: 0.004, memory: 8344, top1_acc: 0.5855, top5_acc: 0.7955, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.6919 2020-07-24 17:11:02,557 - mmaction - INFO - Epoch [27][580/940] lr: 1.000e-02, eta: 15:15:09, time: 0.638, data_time: 0.003, memory: 8344, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7621, loss: 1.7621, grad_norm: 4.5774 2020-07-24 17:11:15,211 - mmaction - INFO - Epoch [27][600/940] lr: 1.000e-02, eta: 15:14:45, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5701, top5_acc: 0.7998, loss_cls: 1.8035, loss: 1.8035, grad_norm: 4.7275 2020-07-24 17:11:27,954 - mmaction - INFO - Epoch [27][620/940] lr: 1.000e-02, eta: 15:14:20, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.7135, loss: 1.7135, grad_norm: 4.6056 2020-07-24 17:11:40,774 - mmaction - INFO - Epoch [27][640/940] lr: 1.000e-02, eta: 15:13:55, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5822, top5_acc: 0.7994, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.5793 2020-07-24 17:11:52,601 - mmaction - INFO - Epoch [27][660/940] lr: 1.000e-02, eta: 15:13:28, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5816, top5_acc: 0.8031, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.6575 2020-07-24 17:12:05,568 - mmaction - INFO - Epoch [27][680/940] lr: 1.000e-02, eta: 15:13:04, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5746, top5_acc: 0.7986, loss_cls: 1.7955, loss: 1.7955, grad_norm: 4.6931 2020-07-24 17:12:18,293 - mmaction - INFO - Epoch [27][700/940] lr: 1.000e-02, eta: 15:12:40, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5816, top5_acc: 0.8109, loss_cls: 1.7433, loss: 1.7433, grad_norm: 4.6075 2020-07-24 17:12:30,825 - mmaction - INFO - Epoch [27][720/940] lr: 1.000e-02, eta: 15:12:15, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5752, top5_acc: 0.8041, loss_cls: 1.7662, loss: 1.7662, grad_norm: 4.7317 2020-07-24 17:12:42,896 - mmaction - INFO - Epoch [27][740/940] lr: 1.000e-02, eta: 15:11:48, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5865, top5_acc: 0.8016, loss_cls: 1.7607, loss: 1.7607, grad_norm: 4.6081 2020-07-24 17:12:54,637 - mmaction - INFO - Epoch [27][760/940] lr: 1.000e-02, eta: 15:11:21, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8148, loss_cls: 1.7072, loss: 1.7072, grad_norm: 4.5576 2020-07-24 17:13:07,363 - mmaction - INFO - Epoch [27][780/940] lr: 1.000e-02, eta: 15:10:56, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5826, top5_acc: 0.8064, loss_cls: 1.7582, loss: 1.7582, grad_norm: 4.5877 2020-07-24 17:13:19,958 - mmaction - INFO - Epoch [27][800/940] lr: 1.000e-02, eta: 15:10:32, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.5762, top5_acc: 0.7941, loss_cls: 1.7766, loss: 1.7766, grad_norm: 4.5873 2020-07-24 17:13:31,862 - mmaction - INFO - Epoch [27][820/940] lr: 1.000e-02, eta: 15:10:05, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5846, top5_acc: 0.8025, loss_cls: 1.7479, loss: 1.7479, grad_norm: 4.5730 2020-07-24 17:13:44,961 - mmaction - INFO - Epoch [27][840/940] lr: 1.000e-02, eta: 15:09:41, time: 0.655, data_time: 0.003, memory: 8344, top1_acc: 0.5857, top5_acc: 0.8031, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.5646 2020-07-24 17:13:57,859 - mmaction - INFO - Epoch [27][860/940] lr: 1.000e-02, eta: 15:09:17, time: 0.646, data_time: 0.003, memory: 8344, top1_acc: 0.5703, top5_acc: 0.7988, loss_cls: 1.7962, loss: 1.7962, grad_norm: 4.6453 2020-07-24 17:14:10,753 - mmaction - INFO - Epoch [27][880/940] lr: 1.000e-02, eta: 15:08:53, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5727, top5_acc: 0.8033, loss_cls: 1.7762, loss: 1.7762, grad_norm: 4.6832 2020-07-24 17:14:22,492 - mmaction - INFO - Epoch [27][900/940] lr: 1.000e-02, eta: 15:08:26, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5723, top5_acc: 0.7957, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.7025 2020-07-24 17:14:34,324 - mmaction - INFO - Epoch [27][920/940] lr: 1.000e-02, eta: 15:07:59, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5852, top5_acc: 0.8080, loss_cls: 1.7528, loss: 1.7528, grad_norm: 4.5918 2020-07-24 17:14:45,419 - mmaction - INFO - Epoch [27][940/940] lr: 1.000e-02, eta: 15:07:31, time: 0.555, data_time: 0.002, memory: 8344, top1_acc: 0.5807, top5_acc: 0.7965, loss_cls: 1.7567, loss: 1.7567, grad_norm: 4.7141 2020-07-24 17:17:00,289 - mmaction - INFO - Epoch [28][20/940] lr: 1.000e-02, eta: 15:12:22, time: 6.474, data_time: 5.731, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8035, loss_cls: 1.7516, loss: 1.7516, grad_norm: 4.5985 2020-07-24 17:17:13,121 - mmaction - INFO - Epoch [28][40/940] lr: 1.000e-02, eta: 15:11:57, time: 0.642, data_time: 0.004, memory: 8344, top1_acc: 0.5881, top5_acc: 0.8174, loss_cls: 1.6890, loss: 1.6890, grad_norm: 4.5940 2020-07-24 17:17:25,662 - mmaction - INFO - Epoch [28][60/940] lr: 1.000e-02, eta: 15:11:32, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5811, top5_acc: 0.8045, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.6202 2020-07-24 17:17:38,611 - mmaction - INFO - Epoch [28][80/940] lr: 1.000e-02, eta: 15:11:08, time: 0.647, data_time: 0.001, memory: 8344, top1_acc: 0.6008, top5_acc: 0.8111, loss_cls: 1.6980, loss: 1.6980, grad_norm: 4.4999 2020-07-24 17:17:50,552 - mmaction - INFO - Epoch [28][100/940] lr: 1.000e-02, eta: 15:10:41, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6703, loss: 1.6703, grad_norm: 4.5001 2020-07-24 17:18:03,324 - mmaction - INFO - Epoch [28][120/940] lr: 1.000e-02, eta: 15:10:17, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5898, top5_acc: 0.8107, loss_cls: 1.7231, loss: 1.7231, grad_norm: 4.5965 2020-07-24 17:18:15,137 - mmaction - INFO - Epoch [28][140/940] lr: 1.000e-02, eta: 15:09:50, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.5914, top5_acc: 0.8162, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.5557 2020-07-24 17:18:27,959 - mmaction - INFO - Epoch [28][160/940] lr: 1.000e-02, eta: 15:09:25, time: 0.641, data_time: 0.001, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6564, loss: 1.6564, grad_norm: 4.5278 2020-07-24 17:18:39,961 - mmaction - INFO - Epoch [28][180/940] lr: 1.000e-02, eta: 15:08:59, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.5873, top5_acc: 0.8059, loss_cls: 1.7514, loss: 1.7514, grad_norm: 4.6665 2020-07-24 17:18:52,722 - mmaction - INFO - Epoch [28][200/940] lr: 1.000e-02, eta: 15:08:34, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5760, top5_acc: 0.8023, loss_cls: 1.7522, loss: 1.7522, grad_norm: 4.6023 2020-07-24 17:19:04,484 - mmaction - INFO - Epoch [28][220/940] lr: 1.000e-02, eta: 15:08:07, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8037, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.5882 2020-07-24 17:19:17,199 - mmaction - INFO - Epoch [28][240/940] lr: 1.000e-02, eta: 15:07:43, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8096, loss_cls: 1.7080, loss: 1.7080, grad_norm: 4.5870 2020-07-24 17:19:29,753 - mmaction - INFO - Epoch [28][260/940] lr: 1.000e-02, eta: 15:07:18, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8072, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.7028 2020-07-24 17:19:41,632 - mmaction - INFO - Epoch [28][280/940] lr: 1.000e-02, eta: 15:06:51, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8082, loss_cls: 1.7091, loss: 1.7091, grad_norm: 4.6191 2020-07-24 17:19:54,195 - mmaction - INFO - Epoch [28][300/940] lr: 1.000e-02, eta: 15:06:26, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8088, loss_cls: 1.6923, loss: 1.6923, grad_norm: 4.6209 2020-07-24 17:20:06,339 - mmaction - INFO - Epoch [28][320/940] lr: 1.000e-02, eta: 15:06:00, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5883, top5_acc: 0.8123, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.6614 2020-07-24 17:20:18,182 - mmaction - INFO - Epoch [28][340/940] lr: 1.000e-02, eta: 15:05:34, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5893, top5_acc: 0.8113, loss_cls: 1.7223, loss: 1.7223, grad_norm: 4.6475 2020-07-24 17:20:30,136 - mmaction - INFO - Epoch [28][360/940] lr: 1.000e-02, eta: 15:05:07, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5932, top5_acc: 0.8010, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.5289 2020-07-24 17:20:43,345 - mmaction - INFO - Epoch [28][380/940] lr: 1.000e-02, eta: 15:04:43, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8084, loss_cls: 1.7277, loss: 1.7277, grad_norm: 4.7014 2020-07-24 17:20:56,092 - mmaction - INFO - Epoch [28][400/940] lr: 1.000e-02, eta: 15:04:20, time: 0.653, data_time: 0.019, memory: 8344, top1_acc: 0.5992, top5_acc: 0.8070, loss_cls: 1.7052, loss: 1.7052, grad_norm: 4.4913 2020-07-24 17:21:07,797 - mmaction - INFO - Epoch [28][420/940] lr: 1.000e-02, eta: 15:03:53, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5750, top5_acc: 0.8008, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.7277 2020-07-24 17:21:20,491 - mmaction - INFO - Epoch [28][440/940] lr: 1.000e-02, eta: 15:03:29, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5889, top5_acc: 0.7980, loss_cls: 1.7289, loss: 1.7289, grad_norm: 4.6799 2020-07-24 17:21:32,319 - mmaction - INFO - Epoch [28][460/940] lr: 1.000e-02, eta: 15:03:02, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5764, top5_acc: 0.7908, loss_cls: 1.7893, loss: 1.7893, grad_norm: 4.7326 2020-07-24 17:21:45,119 - mmaction - INFO - Epoch [28][480/940] lr: 1.000e-02, eta: 15:02:38, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5932, top5_acc: 0.8186, loss_cls: 1.6976, loss: 1.6976, grad_norm: 4.5659 2020-07-24 17:21:57,152 - mmaction - INFO - Epoch [28][500/940] lr: 1.000e-02, eta: 15:02:12, time: 0.601, data_time: 0.005, memory: 8344, top1_acc: 0.6018, top5_acc: 0.8107, loss_cls: 1.6818, loss: 1.6818, grad_norm: 4.5511 2020-07-24 17:22:10,098 - mmaction - INFO - Epoch [28][520/940] lr: 1.000e-02, eta: 15:01:48, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8078, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.6193 2020-07-24 17:22:22,885 - mmaction - INFO - Epoch [28][540/940] lr: 1.000e-02, eta: 15:01:24, time: 0.640, data_time: 0.003, memory: 8344, top1_acc: 0.5842, top5_acc: 0.8051, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.6429 2020-07-24 17:22:35,441 - mmaction - INFO - Epoch [28][560/940] lr: 1.000e-02, eta: 15:00:59, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8041, loss_cls: 1.7638, loss: 1.7638, grad_norm: 4.6782 2020-07-24 17:22:48,264 - mmaction - INFO - Epoch [28][580/940] lr: 1.000e-02, eta: 15:00:36, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5779, top5_acc: 0.7973, loss_cls: 1.7726, loss: 1.7726, grad_norm: 4.6606 2020-07-24 17:23:00,450 - mmaction - INFO - Epoch [28][600/940] lr: 1.000e-02, eta: 15:00:10, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.5709, top5_acc: 0.7994, loss_cls: 1.7814, loss: 1.7814, grad_norm: 4.6525 2020-07-24 17:23:13,079 - mmaction - INFO - Epoch [28][620/940] lr: 1.000e-02, eta: 14:59:46, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8041, loss_cls: 1.7468, loss: 1.7468, grad_norm: 4.6168 2020-07-24 17:23:24,936 - mmaction - INFO - Epoch [28][640/940] lr: 1.000e-02, eta: 14:59:19, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5852, top5_acc: 0.8020, loss_cls: 1.7291, loss: 1.7291, grad_norm: 4.6214 2020-07-24 17:23:37,780 - mmaction - INFO - Epoch [28][660/940] lr: 1.000e-02, eta: 14:58:55, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8063, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.7145 2020-07-24 17:23:49,515 - mmaction - INFO - Epoch [28][680/940] lr: 1.000e-02, eta: 14:58:29, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5760, top5_acc: 0.8010, loss_cls: 1.7691, loss: 1.7691, grad_norm: 4.6271 2020-07-24 17:24:02,330 - mmaction - INFO - Epoch [28][700/940] lr: 1.000e-02, eta: 14:58:05, time: 0.641, data_time: 0.003, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8084, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.5488 2020-07-24 17:24:14,080 - mmaction - INFO - Epoch [28][720/940] lr: 1.000e-02, eta: 14:57:38, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5779, top5_acc: 0.8004, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.6792 2020-07-24 17:24:25,841 - mmaction - INFO - Epoch [28][740/940] lr: 1.000e-02, eta: 14:57:12, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5715, top5_acc: 0.8020, loss_cls: 1.7911, loss: 1.7911, grad_norm: 4.7199 2020-07-24 17:24:37,628 - mmaction - INFO - Epoch [28][760/940] lr: 1.000e-02, eta: 14:56:45, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.5844, top5_acc: 0.8090, loss_cls: 1.7291, loss: 1.7291, grad_norm: 4.6681 2020-07-24 17:24:50,461 - mmaction - INFO - Epoch [28][780/940] lr: 1.000e-02, eta: 14:56:22, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.5789, top5_acc: 0.8051, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.7669 2020-07-24 17:25:02,318 - mmaction - INFO - Epoch [28][800/940] lr: 1.000e-02, eta: 14:55:55, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8045, loss_cls: 1.7515, loss: 1.7515, grad_norm: 4.6200 2020-07-24 17:25:14,226 - mmaction - INFO - Epoch [28][820/940] lr: 1.000e-02, eta: 14:55:29, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5803, top5_acc: 0.7963, loss_cls: 1.7711, loss: 1.7711, grad_norm: 4.6777 2020-07-24 17:25:25,875 - mmaction - INFO - Epoch [28][840/940] lr: 1.000e-02, eta: 14:55:03, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.5840, top5_acc: 0.8111, loss_cls: 1.7210, loss: 1.7210, grad_norm: 4.6619 2020-07-24 17:25:38,407 - mmaction - INFO - Epoch [28][860/940] lr: 1.000e-02, eta: 14:54:38, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5766, top5_acc: 0.8002, loss_cls: 1.7896, loss: 1.7896, grad_norm: 4.8313 2020-07-24 17:25:50,188 - mmaction - INFO - Epoch [28][880/940] lr: 1.000e-02, eta: 14:54:12, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5832, top5_acc: 0.8059, loss_cls: 1.7475, loss: 1.7475, grad_norm: 4.5713 2020-07-24 17:26:02,907 - mmaction - INFO - Epoch [28][900/940] lr: 1.000e-02, eta: 14:53:48, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.5809, top5_acc: 0.8012, loss_cls: 1.7690, loss: 1.7690, grad_norm: 4.6892 2020-07-24 17:26:14,976 - mmaction - INFO - Epoch [28][920/940] lr: 1.000e-02, eta: 14:53:23, time: 0.605, data_time: 0.004, memory: 8344, top1_acc: 0.5930, top5_acc: 0.8074, loss_cls: 1.7174, loss: 1.7174, grad_norm: 4.5629 2020-07-24 17:26:26,138 - mmaction - INFO - Epoch [28][940/940] lr: 1.000e-02, eta: 14:52:55, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.5868, top5_acc: 0.8030, loss_cls: 1.7585, loss: 1.7585, grad_norm: 4.7106 2020-07-24 17:28:44,346 - mmaction - INFO - Epoch [29][20/940] lr: 1.000e-02, eta: 14:57:35, time: 6.558, data_time: 5.902, memory: 8344, top1_acc: 0.6012, top5_acc: 0.8176, loss_cls: 1.6538, loss: 1.6538, grad_norm: 4.5131 2020-07-24 17:28:57,585 - mmaction - INFO - Epoch [29][40/940] lr: 1.000e-02, eta: 14:57:12, time: 0.663, data_time: 0.003, memory: 8344, top1_acc: 0.5916, top5_acc: 0.8109, loss_cls: 1.6968, loss: 1.6968, grad_norm: 4.5803 2020-07-24 17:29:10,153 - mmaction - INFO - Epoch [29][60/940] lr: 1.000e-02, eta: 14:56:48, time: 0.628, data_time: 0.004, memory: 8344, top1_acc: 0.5969, top5_acc: 0.8104, loss_cls: 1.6917, loss: 1.6917, grad_norm: 4.5901 2020-07-24 17:29:21,920 - mmaction - INFO - Epoch [29][80/940] lr: 1.000e-02, eta: 14:56:21, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8045, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.6597 2020-07-24 17:29:33,657 - mmaction - INFO - Epoch [29][100/940] lr: 1.000e-02, eta: 14:55:55, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5885, top5_acc: 0.8047, loss_cls: 1.7347, loss: 1.7347, grad_norm: 4.6309 2020-07-24 17:29:46,428 - mmaction - INFO - Epoch [29][120/940] lr: 1.000e-02, eta: 14:55:31, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.6018, top5_acc: 0.8186, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.5449 2020-07-24 17:29:59,175 - mmaction - INFO - Epoch [29][140/940] lr: 1.000e-02, eta: 14:55:07, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8123, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.5771 2020-07-24 17:30:10,996 - mmaction - INFO - Epoch [29][160/940] lr: 1.000e-02, eta: 14:54:40, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8111, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.5742 2020-07-24 17:30:23,600 - mmaction - INFO - Epoch [29][180/940] lr: 1.000e-02, eta: 14:54:16, time: 0.630, data_time: 0.004, memory: 8344, top1_acc: 0.5914, top5_acc: 0.8053, loss_cls: 1.7133, loss: 1.7133, grad_norm: 4.6026 2020-07-24 17:30:35,878 - mmaction - INFO - Epoch [29][200/940] lr: 1.000e-02, eta: 14:53:51, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.5844, top5_acc: 0.8090, loss_cls: 1.7504, loss: 1.7504, grad_norm: 4.6883 2020-07-24 17:30:48,477 - mmaction - INFO - Epoch [29][220/940] lr: 1.000e-02, eta: 14:53:27, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8035, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.6748 2020-07-24 17:31:00,671 - mmaction - INFO - Epoch [29][240/940] lr: 1.000e-02, eta: 14:53:01, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.5814, top5_acc: 0.8051, loss_cls: 1.7469, loss: 1.7469, grad_norm: 4.7058 2020-07-24 17:31:13,257 - mmaction - INFO - Epoch [29][260/940] lr: 1.000e-02, eta: 14:52:37, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8031, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.6281 2020-07-24 17:31:26,059 - mmaction - INFO - Epoch [29][280/940] lr: 1.000e-02, eta: 14:52:14, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8066, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.6458 2020-07-24 17:31:37,869 - mmaction - INFO - Epoch [29][300/940] lr: 1.000e-02, eta: 14:51:47, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7248, loss: 1.7248, grad_norm: 4.6734 2020-07-24 17:31:50,603 - mmaction - INFO - Epoch [29][320/940] lr: 1.000e-02, eta: 14:51:24, time: 0.637, data_time: 0.004, memory: 8344, top1_acc: 0.5820, top5_acc: 0.8010, loss_cls: 1.7516, loss: 1.7516, grad_norm: 4.5887 2020-07-24 17:32:02,266 - mmaction - INFO - Epoch [29][340/940] lr: 1.000e-02, eta: 14:50:57, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.5984, top5_acc: 0.8123, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.5651 2020-07-24 17:32:14,986 - mmaction - INFO - Epoch [29][360/940] lr: 1.000e-02, eta: 14:50:33, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5820, top5_acc: 0.7973, loss_cls: 1.7493, loss: 1.7493, grad_norm: 4.6858 2020-07-24 17:32:26,706 - mmaction - INFO - Epoch [29][380/940] lr: 1.000e-02, eta: 14:50:07, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5820, top5_acc: 0.8113, loss_cls: 1.7198, loss: 1.7198, grad_norm: 4.6592 2020-07-24 17:32:39,708 - mmaction - INFO - Epoch [29][400/940] lr: 1.000e-02, eta: 14:49:44, time: 0.650, data_time: 0.002, memory: 8344, top1_acc: 0.5881, top5_acc: 0.8055, loss_cls: 1.7388, loss: 1.7388, grad_norm: 4.6034 2020-07-24 17:32:52,286 - mmaction - INFO - Epoch [29][420/940] lr: 1.000e-02, eta: 14:49:20, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5912, top5_acc: 0.8033, loss_cls: 1.7194, loss: 1.7194, grad_norm: 4.6321 2020-07-24 17:33:05,015 - mmaction - INFO - Epoch [29][440/940] lr: 1.000e-02, eta: 14:48:56, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8070, loss_cls: 1.7324, loss: 1.7324, grad_norm: 4.6396 2020-07-24 17:33:16,691 - mmaction - INFO - Epoch [29][460/940] lr: 1.000e-02, eta: 14:48:29, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8201, loss_cls: 1.6892, loss: 1.6892, grad_norm: 4.6122 2020-07-24 17:33:29,558 - mmaction - INFO - Epoch [29][480/940] lr: 1.000e-02, eta: 14:48:06, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5916, top5_acc: 0.7963, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.5606 2020-07-24 17:33:41,288 - mmaction - INFO - Epoch [29][500/940] lr: 1.000e-02, eta: 14:47:40, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8133, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.6843 2020-07-24 17:33:53,086 - mmaction - INFO - Epoch [29][520/940] lr: 1.000e-02, eta: 14:47:14, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8127, loss_cls: 1.7093, loss: 1.7093, grad_norm: 4.6160 2020-07-24 17:34:04,802 - mmaction - INFO - Epoch [29][540/940] lr: 1.000e-02, eta: 14:46:48, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8092, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.6164 2020-07-24 17:34:17,605 - mmaction - INFO - Epoch [29][560/940] lr: 1.000e-02, eta: 14:46:24, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5846, top5_acc: 0.8043, loss_cls: 1.7676, loss: 1.7676, grad_norm: 4.6592 2020-07-24 17:34:29,639 - mmaction - INFO - Epoch [29][580/940] lr: 1.000e-02, eta: 14:45:59, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.5979, top5_acc: 0.8111, loss_cls: 1.6851, loss: 1.6851, grad_norm: 4.5881 2020-07-24 17:34:41,453 - mmaction - INFO - Epoch [29][600/940] lr: 1.000e-02, eta: 14:45:33, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5867, top5_acc: 0.8078, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.6865 2020-07-24 17:34:54,284 - mmaction - INFO - Epoch [29][620/940] lr: 1.000e-02, eta: 14:45:10, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5916, top5_acc: 0.8117, loss_cls: 1.7082, loss: 1.7082, grad_norm: 4.7527 2020-07-24 17:35:06,933 - mmaction - INFO - Epoch [29][640/940] lr: 1.000e-02, eta: 14:44:46, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5824, top5_acc: 0.8002, loss_cls: 1.7452, loss: 1.7452, grad_norm: 4.6548 2020-07-24 17:35:18,707 - mmaction - INFO - Epoch [29][660/940] lr: 1.000e-02, eta: 14:44:20, time: 0.589, data_time: 0.004, memory: 8344, top1_acc: 0.5793, top5_acc: 0.7904, loss_cls: 1.7739, loss: 1.7739, grad_norm: 4.6642 2020-07-24 17:35:31,250 - mmaction - INFO - Epoch [29][680/940] lr: 1.000e-02, eta: 14:43:56, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5793, top5_acc: 0.7992, loss_cls: 1.7879, loss: 1.7879, grad_norm: 4.6952 2020-07-24 17:35:43,124 - mmaction - INFO - Epoch [29][700/940] lr: 1.000e-02, eta: 14:43:30, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.5771, top5_acc: 0.8002, loss_cls: 1.7628, loss: 1.7628, grad_norm: 4.5918 2020-07-24 17:35:56,133 - mmaction - INFO - Epoch [29][720/940] lr: 1.000e-02, eta: 14:43:07, time: 0.650, data_time: 0.003, memory: 8344, top1_acc: 0.5895, top5_acc: 0.8111, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.5860 2020-07-24 17:36:08,916 - mmaction - INFO - Epoch [29][740/940] lr: 1.000e-02, eta: 14:42:44, time: 0.640, data_time: 0.003, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8072, loss_cls: 1.7308, loss: 1.7308, grad_norm: 4.5887 2020-07-24 17:36:21,755 - mmaction - INFO - Epoch [29][760/940] lr: 1.000e-02, eta: 14:42:21, time: 0.642, data_time: 0.003, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8078, loss_cls: 1.7053, loss: 1.7053, grad_norm: 4.5817 2020-07-24 17:36:33,521 - mmaction - INFO - Epoch [29][780/940] lr: 1.000e-02, eta: 14:41:55, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5756, top5_acc: 0.8045, loss_cls: 1.7761, loss: 1.7761, grad_norm: 4.7313 2020-07-24 17:36:46,446 - mmaction - INFO - Epoch [29][800/940] lr: 1.000e-02, eta: 14:41:32, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.5818, top5_acc: 0.8021, loss_cls: 1.7517, loss: 1.7517, grad_norm: 4.6791 2020-07-24 17:36:59,241 - mmaction - INFO - Epoch [29][820/940] lr: 1.000e-02, eta: 14:41:09, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5813, top5_acc: 0.7979, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.5876 2020-07-24 17:37:11,818 - mmaction - INFO - Epoch [29][840/940] lr: 1.000e-02, eta: 14:40:45, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5939, top5_acc: 0.8137, loss_cls: 1.7075, loss: 1.7075, grad_norm: 4.6433 2020-07-24 17:37:23,762 - mmaction - INFO - Epoch [29][860/940] lr: 1.000e-02, eta: 14:40:20, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5883, top5_acc: 0.7992, loss_cls: 1.7331, loss: 1.7331, grad_norm: 4.5768 2020-07-24 17:37:35,732 - mmaction - INFO - Epoch [29][880/940] lr: 1.000e-02, eta: 14:39:54, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5861, top5_acc: 0.8037, loss_cls: 1.7235, loss: 1.7235, grad_norm: 4.5852 2020-07-24 17:37:48,479 - mmaction - INFO - Epoch [29][900/940] lr: 1.000e-02, eta: 14:39:31, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.6859 2020-07-24 17:38:01,085 - mmaction - INFO - Epoch [29][920/940] lr: 1.000e-02, eta: 14:39:08, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.5877, top5_acc: 0.8102, loss_cls: 1.7205, loss: 1.7205, grad_norm: 4.6122 2020-07-24 17:38:12,165 - mmaction - INFO - Epoch [29][940/940] lr: 1.000e-02, eta: 14:38:40, time: 0.554, data_time: 0.001, memory: 8344, top1_acc: 0.5833, top5_acc: 0.8041, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.7006 2020-07-24 17:40:13,114 - mmaction - INFO - Epoch [30][20/940] lr: 1.000e-02, eta: 14:42:27, time: 5.757, data_time: 5.114, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8066, loss_cls: 1.7266, loss: 1.7266, grad_norm: 4.5754 2020-07-24 17:40:25,775 - mmaction - INFO - Epoch [30][40/940] lr: 1.000e-02, eta: 14:42:04, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8055, loss_cls: 1.7352, loss: 1.7352, grad_norm: 4.6139 2020-07-24 17:40:37,610 - mmaction - INFO - Epoch [30][60/940] lr: 1.000e-02, eta: 14:41:38, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8061, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.6056 2020-07-24 17:40:50,287 - mmaction - INFO - Epoch [30][80/940] lr: 1.000e-02, eta: 14:41:14, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8129, loss_cls: 1.6969, loss: 1.6969, grad_norm: 4.6177 2020-07-24 17:41:01,982 - mmaction - INFO - Epoch [30][100/940] lr: 1.000e-02, eta: 14:40:48, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6018, top5_acc: 0.8111, loss_cls: 1.6820, loss: 1.6820, grad_norm: 4.6283 2020-07-24 17:41:14,644 - mmaction - INFO - Epoch [30][120/940] lr: 1.000e-02, eta: 14:40:25, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5965, top5_acc: 0.8111, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.6617 2020-07-24 17:41:27,284 - mmaction - INFO - Epoch [30][140/940] lr: 1.000e-02, eta: 14:40:01, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.6035, top5_acc: 0.8223, loss_cls: 1.6301, loss: 1.6301, grad_norm: 4.5451 2020-07-24 17:41:39,206 - mmaction - INFO - Epoch [30][160/940] lr: 1.000e-02, eta: 14:39:36, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6035, top5_acc: 0.8189, loss_cls: 1.6436, loss: 1.6436, grad_norm: 4.5873 2020-07-24 17:41:50,829 - mmaction - INFO - Epoch [30][180/940] lr: 1.000e-02, eta: 14:39:09, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8086, loss_cls: 1.6912, loss: 1.6912, grad_norm: 4.5739 2020-07-24 17:42:03,874 - mmaction - INFO - Epoch [30][200/940] lr: 1.000e-02, eta: 14:38:47, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.6037, top5_acc: 0.8152, loss_cls: 1.6661, loss: 1.6661, grad_norm: 4.5821 2020-07-24 17:42:16,598 - mmaction - INFO - Epoch [30][220/940] lr: 1.000e-02, eta: 14:38:23, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.7374 2020-07-24 17:42:29,312 - mmaction - INFO - Epoch [30][240/940] lr: 1.000e-02, eta: 14:38:00, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5811, top5_acc: 0.7979, loss_cls: 1.7445, loss: 1.7445, grad_norm: 4.6544 2020-07-24 17:42:40,970 - mmaction - INFO - Epoch [30][260/940] lr: 1.000e-02, eta: 14:37:34, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6027, top5_acc: 0.8086, loss_cls: 1.6878, loss: 1.6878, grad_norm: 4.6155 2020-07-24 17:42:53,950 - mmaction - INFO - Epoch [30][280/940] lr: 1.000e-02, eta: 14:37:11, time: 0.649, data_time: 0.003, memory: 8344, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6694, loss: 1.6694, grad_norm: 4.5760 2020-07-24 17:43:06,642 - mmaction - INFO - Epoch [30][300/940] lr: 1.000e-02, eta: 14:36:48, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8078, loss_cls: 1.7388, loss: 1.7388, grad_norm: 4.6406 2020-07-24 17:43:18,343 - mmaction - INFO - Epoch [30][320/940] lr: 1.000e-02, eta: 14:36:22, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.5857, top5_acc: 0.8080, loss_cls: 1.7343, loss: 1.7343, grad_norm: 4.7054 2020-07-24 17:43:31,238 - mmaction - INFO - Epoch [30][340/940] lr: 1.000e-02, eta: 14:35:59, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.5928, top5_acc: 0.8143, loss_cls: 1.7073, loss: 1.7073, grad_norm: 4.6183 2020-07-24 17:43:43,081 - mmaction - INFO - Epoch [30][360/940] lr: 1.000e-02, eta: 14:35:34, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8156, loss_cls: 1.6769, loss: 1.6769, grad_norm: 4.5945 2020-07-24 17:43:55,696 - mmaction - INFO - Epoch [30][380/940] lr: 1.000e-02, eta: 14:35:10, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5939, top5_acc: 0.8156, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.7006 2020-07-24 17:44:08,419 - mmaction - INFO - Epoch [30][400/940] lr: 1.000e-02, eta: 14:34:47, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8053, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.6488 2020-07-24 17:44:20,148 - mmaction - INFO - Epoch [30][420/940] lr: 1.000e-02, eta: 14:34:21, time: 0.594, data_time: 0.011, memory: 8344, top1_acc: 0.5850, top5_acc: 0.8043, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.6593 2020-07-24 17:44:32,775 - mmaction - INFO - Epoch [30][440/940] lr: 1.000e-02, eta: 14:33:58, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8086, loss_cls: 1.7174, loss: 1.7174, grad_norm: 4.6191 2020-07-24 17:44:44,718 - mmaction - INFO - Epoch [30][460/940] lr: 1.000e-02, eta: 14:33:33, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8123, loss_cls: 1.6862, loss: 1.6862, grad_norm: 4.6180 2020-07-24 17:44:57,750 - mmaction - INFO - Epoch [30][480/940] lr: 1.000e-02, eta: 14:33:10, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8125, loss_cls: 1.7137, loss: 1.7137, grad_norm: 4.6080 2020-07-24 17:45:09,705 - mmaction - INFO - Epoch [30][500/940] lr: 1.000e-02, eta: 14:32:45, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8111, loss_cls: 1.6991, loss: 1.6991, grad_norm: 4.5772 2020-07-24 17:45:21,332 - mmaction - INFO - Epoch [30][520/940] lr: 1.000e-02, eta: 14:32:19, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.5805, top5_acc: 0.8092, loss_cls: 1.7313, loss: 1.7313, grad_norm: 4.6303 2020-07-24 17:45:34,109 - mmaction - INFO - Epoch [30][540/940] lr: 1.000e-02, eta: 14:31:56, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5869, top5_acc: 0.8029, loss_cls: 1.7242, loss: 1.7242, grad_norm: 4.6691 2020-07-24 17:45:46,052 - mmaction - INFO - Epoch [30][560/940] lr: 1.000e-02, eta: 14:31:31, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6033, top5_acc: 0.8061, loss_cls: 1.7062, loss: 1.7062, grad_norm: 4.6447 2020-07-24 17:45:58,010 - mmaction - INFO - Epoch [30][580/940] lr: 1.000e-02, eta: 14:31:07, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.5918, top5_acc: 0.8096, loss_cls: 1.7223, loss: 1.7223, grad_norm: 4.7086 2020-07-24 17:46:09,871 - mmaction - INFO - Epoch [30][600/940] lr: 1.000e-02, eta: 14:30:41, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5855, top5_acc: 0.8045, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.7137 2020-07-24 17:46:21,568 - mmaction - INFO - Epoch [30][620/940] lr: 1.000e-02, eta: 14:30:16, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5852, top5_acc: 0.8037, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.6964 2020-07-24 17:46:34,526 - mmaction - INFO - Epoch [30][640/940] lr: 1.000e-02, eta: 14:29:53, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8143, loss_cls: 1.6785, loss: 1.6785, grad_norm: 4.5430 2020-07-24 17:46:46,318 - mmaction - INFO - Epoch [30][660/940] lr: 1.000e-02, eta: 14:29:28, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5803, top5_acc: 0.8039, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.6676 2020-07-24 17:46:58,810 - mmaction - INFO - Epoch [30][680/940] lr: 1.000e-02, eta: 14:29:04, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5836, top5_acc: 0.8008, loss_cls: 1.7602, loss: 1.7602, grad_norm: 4.7369 2020-07-24 17:47:10,731 - mmaction - INFO - Epoch [30][700/940] lr: 1.000e-02, eta: 14:28:40, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5787, top5_acc: 0.8055, loss_cls: 1.7347, loss: 1.7347, grad_norm: 4.5990 2020-07-24 17:47:23,218 - mmaction - INFO - Epoch [30][720/940] lr: 1.000e-02, eta: 14:28:16, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6029, top5_acc: 0.8123, loss_cls: 1.6851, loss: 1.6851, grad_norm: 4.5449 2020-07-24 17:47:34,987 - mmaction - INFO - Epoch [30][740/940] lr: 1.000e-02, eta: 14:27:51, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5992, top5_acc: 0.8111, loss_cls: 1.6873, loss: 1.6873, grad_norm: 4.5625 2020-07-24 17:47:48,063 - mmaction - INFO - Epoch [30][760/940] lr: 1.000e-02, eta: 14:27:29, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5895, top5_acc: 0.8037, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.6768 2020-07-24 17:48:00,948 - mmaction - INFO - Epoch [30][780/940] lr: 1.000e-02, eta: 14:27:06, time: 0.646, data_time: 0.004, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8119, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.5434 2020-07-24 17:48:12,782 - mmaction - INFO - Epoch [30][800/940] lr: 1.000e-02, eta: 14:26:41, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5734, top5_acc: 0.7957, loss_cls: 1.8009, loss: 1.8009, grad_norm: 4.7642 2020-07-24 17:48:25,587 - mmaction - INFO - Epoch [30][820/940] lr: 1.000e-02, eta: 14:26:18, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5785, top5_acc: 0.7975, loss_cls: 1.7566, loss: 1.7566, grad_norm: 4.6853 2020-07-24 17:48:37,490 - mmaction - INFO - Epoch [30][840/940] lr: 1.000e-02, eta: 14:25:53, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5770, top5_acc: 0.8098, loss_cls: 1.7522, loss: 1.7522, grad_norm: 4.7925 2020-07-24 17:48:50,271 - mmaction - INFO - Epoch [30][860/940] lr: 1.000e-02, eta: 14:25:31, time: 0.639, data_time: 0.003, memory: 8344, top1_acc: 0.5873, top5_acc: 0.8029, loss_cls: 1.7502, loss: 1.7502, grad_norm: 4.6944 2020-07-24 17:49:02,157 - mmaction - INFO - Epoch [30][880/940] lr: 1.000e-02, eta: 14:25:06, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5779, top5_acc: 0.8039, loss_cls: 1.7585, loss: 1.7585, grad_norm: 4.7286 2020-07-24 17:49:14,078 - mmaction - INFO - Epoch [30][900/940] lr: 1.000e-02, eta: 14:24:41, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5828, top5_acc: 0.8033, loss_cls: 1.7749, loss: 1.7749, grad_norm: 4.7649 2020-07-24 17:49:27,145 - mmaction - INFO - Epoch [30][920/940] lr: 1.000e-02, eta: 14:24:19, time: 0.652, data_time: 0.002, memory: 8344, top1_acc: 0.5867, top5_acc: 0.8027, loss_cls: 1.7365, loss: 1.7365, grad_norm: 4.6430 2020-07-24 17:49:38,328 - mmaction - INFO - Epoch [30][940/940] lr: 1.000e-02, eta: 14:23:53, time: 0.560, data_time: 0.004, memory: 8344, top1_acc: 0.5868, top5_acc: 0.8045, loss_cls: 1.7430, loss: 1.7430, grad_norm: 4.6833 2020-07-24 17:49:42,726 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-24 17:52:01,043 - mmaction - INFO - Epoch [31][20/940] lr: 1.000e-02, eta: 14:28:21, time: 6.879, data_time: 6.192, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.7051, loss: 1.7051, grad_norm: 4.5602 2020-07-24 17:52:13,681 - mmaction - INFO - Epoch [31][40/940] lr: 1.000e-02, eta: 14:27:58, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8137, loss_cls: 1.6829, loss: 1.6829, grad_norm: 4.6092 2020-07-24 17:52:26,280 - mmaction - INFO - Epoch [31][60/940] lr: 1.000e-02, eta: 14:27:34, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6012, top5_acc: 0.8068, loss_cls: 1.7033, loss: 1.7033, grad_norm: 4.6279 2020-07-24 17:52:38,344 - mmaction - INFO - Epoch [31][80/940] lr: 1.000e-02, eta: 14:27:10, time: 0.603, data_time: 0.001, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8025, loss_cls: 1.7236, loss: 1.7236, grad_norm: 4.6576 2020-07-24 17:52:51,080 - mmaction - INFO - Epoch [31][100/940] lr: 1.000e-02, eta: 14:26:47, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.6105, top5_acc: 0.8109, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.5188 2020-07-24 17:53:02,991 - mmaction - INFO - Epoch [31][120/940] lr: 1.000e-02, eta: 14:26:22, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8160, loss_cls: 1.6930, loss: 1.6930, grad_norm: 4.6214 2020-07-24 17:53:15,762 - mmaction - INFO - Epoch [31][140/940] lr: 1.000e-02, eta: 14:25:59, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5813, top5_acc: 0.8004, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.6431 2020-07-24 17:53:27,422 - mmaction - INFO - Epoch [31][160/940] lr: 1.000e-02, eta: 14:25:33, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8154, loss_cls: 1.6943, loss: 1.6943, grad_norm: 4.5748 2020-07-24 17:53:39,285 - mmaction - INFO - Epoch [31][180/940] lr: 1.000e-02, eta: 14:25:08, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6027, top5_acc: 0.8160, loss_cls: 1.6591, loss: 1.6591, grad_norm: 4.5893 2020-07-24 17:53:52,047 - mmaction - INFO - Epoch [31][200/940] lr: 1.000e-02, eta: 14:24:45, time: 0.638, data_time: 0.001, memory: 8344, top1_acc: 0.5986, top5_acc: 0.8117, loss_cls: 1.6856, loss: 1.6856, grad_norm: 4.6397 2020-07-24 17:54:04,723 - mmaction - INFO - Epoch [31][220/940] lr: 1.000e-02, eta: 14:24:22, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5971, top5_acc: 0.8133, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.6655 2020-07-24 17:54:16,423 - mmaction - INFO - Epoch [31][240/940] lr: 1.000e-02, eta: 14:23:57, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.5914, top5_acc: 0.8187, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.5462 2020-07-24 17:54:29,296 - mmaction - INFO - Epoch [31][260/940] lr: 1.000e-02, eta: 14:23:34, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8098, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.5876 2020-07-24 17:54:41,066 - mmaction - INFO - Epoch [31][280/940] lr: 1.000e-02, eta: 14:23:09, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5846, top5_acc: 0.8035, loss_cls: 1.7383, loss: 1.7383, grad_norm: 4.6525 2020-07-24 17:54:53,733 - mmaction - INFO - Epoch [31][300/940] lr: 1.000e-02, eta: 14:22:46, time: 0.634, data_time: 0.004, memory: 8344, top1_acc: 0.6025, top5_acc: 0.8131, loss_cls: 1.6735, loss: 1.6735, grad_norm: 4.5819 2020-07-24 17:55:05,711 - mmaction - INFO - Epoch [31][320/940] lr: 1.000e-02, eta: 14:22:22, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8137, loss_cls: 1.7145, loss: 1.7145, grad_norm: 4.6506 2020-07-24 17:55:18,448 - mmaction - INFO - Epoch [31][340/940] lr: 1.000e-02, eta: 14:21:59, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6041, top5_acc: 0.8215, loss_cls: 1.6406, loss: 1.6406, grad_norm: 4.4918 2020-07-24 17:55:31,207 - mmaction - INFO - Epoch [31][360/940] lr: 1.000e-02, eta: 14:21:36, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5795, top5_acc: 0.7996, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.7344 2020-07-24 17:55:43,769 - mmaction - INFO - Epoch [31][380/940] lr: 1.000e-02, eta: 14:21:13, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5975, top5_acc: 0.8102, loss_cls: 1.7034, loss: 1.7034, grad_norm: 4.6210 2020-07-24 17:55:55,525 - mmaction - INFO - Epoch [31][400/940] lr: 1.000e-02, eta: 14:20:48, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5982, top5_acc: 0.8146, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.5890 2020-07-24 17:56:07,361 - mmaction - INFO - Epoch [31][420/940] lr: 1.000e-02, eta: 14:20:23, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5934, top5_acc: 0.8066, loss_cls: 1.7292, loss: 1.7292, grad_norm: 4.6551 2020-07-24 17:56:19,293 - mmaction - INFO - Epoch [31][440/940] lr: 1.000e-02, eta: 14:19:58, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8084, loss_cls: 1.7325, loss: 1.7325, grad_norm: 4.7388 2020-07-24 17:56:32,083 - mmaction - INFO - Epoch [31][460/940] lr: 1.000e-02, eta: 14:19:36, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6014, top5_acc: 0.8164, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.5631 2020-07-24 17:56:44,916 - mmaction - INFO - Epoch [31][480/940] lr: 1.000e-02, eta: 14:19:13, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8115, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.5431 2020-07-24 17:56:56,641 - mmaction - INFO - Epoch [31][500/940] lr: 1.000e-02, eta: 14:18:48, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.5869, top5_acc: 0.8072, loss_cls: 1.7139, loss: 1.7139, grad_norm: 4.6138 2020-07-24 17:57:08,500 - mmaction - INFO - Epoch [31][520/940] lr: 1.000e-02, eta: 14:18:23, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5975, top5_acc: 0.8143, loss_cls: 1.6949, loss: 1.6949, grad_norm: 4.5920 2020-07-24 17:57:21,363 - mmaction - INFO - Epoch [31][540/940] lr: 1.000e-02, eta: 14:18:01, time: 0.643, data_time: 0.001, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8094, loss_cls: 1.7042, loss: 1.7042, grad_norm: 4.6236 2020-07-24 17:57:34,083 - mmaction - INFO - Epoch [31][560/940] lr: 1.000e-02, eta: 14:17:38, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8146, loss_cls: 1.7044, loss: 1.7044, grad_norm: 4.7093 2020-07-24 17:57:46,743 - mmaction - INFO - Epoch [31][580/940] lr: 1.000e-02, eta: 14:17:16, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5988, top5_acc: 0.8166, loss_cls: 1.6851, loss: 1.6851, grad_norm: 4.5814 2020-07-24 17:57:58,808 - mmaction - INFO - Epoch [31][600/940] lr: 1.000e-02, eta: 14:16:51, time: 0.604, data_time: 0.001, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8119, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.6088 2020-07-24 17:58:11,500 - mmaction - INFO - Epoch [31][620/940] lr: 1.000e-02, eta: 14:16:29, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8055, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.6585 2020-07-24 17:58:23,375 - mmaction - INFO - Epoch [31][640/940] lr: 1.000e-02, eta: 14:16:04, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8092, loss_cls: 1.7360, loss: 1.7360, grad_norm: 4.6778 2020-07-24 17:58:35,988 - mmaction - INFO - Epoch [31][660/940] lr: 1.000e-02, eta: 14:15:41, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5982, top5_acc: 0.8154, loss_cls: 1.6748, loss: 1.6748, grad_norm: 4.5913 2020-07-24 17:58:47,795 - mmaction - INFO - Epoch [31][680/940] lr: 1.000e-02, eta: 14:15:17, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5912, top5_acc: 0.8131, loss_cls: 1.6884, loss: 1.6884, grad_norm: 4.6637 2020-07-24 17:59:00,553 - mmaction - INFO - Epoch [31][700/940] lr: 1.000e-02, eta: 14:14:54, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5932, top5_acc: 0.8117, loss_cls: 1.6819, loss: 1.6819, grad_norm: 4.6272 2020-07-24 17:59:12,317 - mmaction - INFO - Epoch [31][720/940] lr: 1.000e-02, eta: 14:14:29, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5979, top5_acc: 0.8082, loss_cls: 1.7003, loss: 1.7003, grad_norm: 4.5867 2020-07-24 17:59:25,031 - mmaction - INFO - Epoch [31][740/940] lr: 1.000e-02, eta: 14:14:07, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.5969, top5_acc: 0.8098, loss_cls: 1.7044, loss: 1.7044, grad_norm: 4.6407 2020-07-24 17:59:37,830 - mmaction - INFO - Epoch [31][760/940] lr: 1.000e-02, eta: 14:13:44, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.5887, top5_acc: 0.8098, loss_cls: 1.7096, loss: 1.7096, grad_norm: 4.6307 2020-07-24 17:59:50,607 - mmaction - INFO - Epoch [31][780/940] lr: 1.000e-02, eta: 14:13:22, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.5836, top5_acc: 0.8008, loss_cls: 1.7513, loss: 1.7513, grad_norm: 4.7074 2020-07-24 18:00:02,700 - mmaction - INFO - Epoch [31][800/940] lr: 1.000e-02, eta: 14:12:57, time: 0.596, data_time: 0.010, memory: 8344, top1_acc: 0.5934, top5_acc: 0.8145, loss_cls: 1.7077, loss: 1.7077, grad_norm: 4.6240 2020-07-24 18:00:20,748 - mmaction - INFO - Epoch [31][820/940] lr: 1.000e-02, eta: 14:12:47, time: 0.906, data_time: 0.020, memory: 8344, top1_acc: 0.5936, top5_acc: 0.8016, loss_cls: 1.7158, loss: 1.7158, grad_norm: 4.5569 2020-07-24 18:00:32,665 - mmaction - INFO - Epoch [31][840/940] lr: 1.000e-02, eta: 14:12:23, time: 0.601, data_time: 0.015, memory: 8344, top1_acc: 0.5838, top5_acc: 0.8027, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.6761 2020-07-24 18:00:45,741 - mmaction - INFO - Epoch [31][860/940] lr: 1.000e-02, eta: 14:12:01, time: 0.653, data_time: 0.003, memory: 8344, top1_acc: 0.5852, top5_acc: 0.8018, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.6840 2020-07-24 18:00:58,258 - mmaction - INFO - Epoch [31][880/940] lr: 1.000e-02, eta: 14:11:38, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.5939, top5_acc: 0.8061, loss_cls: 1.7190, loss: 1.7190, grad_norm: 4.5906 2020-07-24 18:01:10,840 - mmaction - INFO - Epoch [31][900/940] lr: 1.000e-02, eta: 14:11:15, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.5885, top5_acc: 0.8076, loss_cls: 1.7234, loss: 1.7234, grad_norm: 4.6782 2020-07-24 18:01:22,597 - mmaction - INFO - Epoch [31][920/940] lr: 1.000e-02, eta: 14:10:51, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8047, loss_cls: 1.7177, loss: 1.7177, grad_norm: 4.5615 2020-07-24 18:01:33,998 - mmaction - INFO - Epoch [31][940/940] lr: 1.000e-02, eta: 14:10:26, time: 0.571, data_time: 0.002, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8144, loss_cls: 1.6858, loss: 1.6858, grad_norm: 4.5972 2020-07-24 18:04:04,986 - mmaction - INFO - Epoch [32][20/940] lr: 1.000e-02, eta: 14:14:51, time: 7.119, data_time: 6.398, memory: 8344, top1_acc: 0.5922, top5_acc: 0.8121, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.6904 2020-07-24 18:04:16,593 - mmaction - INFO - Epoch [32][40/940] lr: 1.000e-02, eta: 14:14:26, time: 0.579, data_time: 0.002, memory: 8344, top1_acc: 0.5910, top5_acc: 0.8059, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.6796 2020-07-24 18:04:28,388 - mmaction - INFO - Epoch [32][60/940] lr: 1.000e-02, eta: 14:14:01, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6043, top5_acc: 0.8139, loss_cls: 1.6568, loss: 1.6568, grad_norm: 4.4771 2020-07-24 18:04:40,146 - mmaction - INFO - Epoch [32][80/940] lr: 1.000e-02, eta: 14:13:37, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6078, top5_acc: 0.8139, loss_cls: 1.6467, loss: 1.6467, grad_norm: 4.4633 2020-07-24 18:04:53,120 - mmaction - INFO - Epoch [32][100/940] lr: 1.000e-02, eta: 14:13:15, time: 0.648, data_time: 0.002, memory: 8344, top1_acc: 0.6061, top5_acc: 0.8115, loss_cls: 1.6765, loss: 1.6765, grad_norm: 4.4501 2020-07-24 18:05:04,807 - mmaction - INFO - Epoch [32][120/940] lr: 1.000e-02, eta: 14:12:50, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8184, loss_cls: 1.6611, loss: 1.6611, grad_norm: 4.5449 2020-07-24 18:05:16,838 - mmaction - INFO - Epoch [32][140/940] lr: 1.000e-02, eta: 14:12:25, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6039, top5_acc: 0.8223, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.5545 2020-07-24 18:05:29,445 - mmaction - INFO - Epoch [32][160/940] lr: 1.000e-02, eta: 14:12:03, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.6043, top5_acc: 0.8193, loss_cls: 1.6790, loss: 1.6790, grad_norm: 4.6172 2020-07-24 18:05:41,289 - mmaction - INFO - Epoch [32][180/940] lr: 1.000e-02, eta: 14:11:38, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8109, loss_cls: 1.6839, loss: 1.6839, grad_norm: 4.6597 2020-07-24 18:05:53,198 - mmaction - INFO - Epoch [32][200/940] lr: 1.000e-02, eta: 14:11:14, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.5861, top5_acc: 0.8189, loss_cls: 1.6737, loss: 1.6737, grad_norm: 4.7227 2020-07-24 18:06:05,789 - mmaction - INFO - Epoch [32][220/940] lr: 1.000e-02, eta: 14:10:51, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6039, top5_acc: 0.8143, loss_cls: 1.6544, loss: 1.6544, grad_norm: 4.5268 2020-07-24 18:06:18,389 - mmaction - INFO - Epoch [32][240/940] lr: 1.000e-02, eta: 14:10:28, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6080, top5_acc: 0.8123, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.5567 2020-07-24 18:06:30,416 - mmaction - INFO - Epoch [32][260/940] lr: 1.000e-02, eta: 14:10:04, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.5996, top5_acc: 0.8135, loss_cls: 1.6920, loss: 1.6920, grad_norm: 4.6871 2020-07-24 18:06:42,197 - mmaction - INFO - Epoch [32][280/940] lr: 1.000e-02, eta: 14:09:39, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6084, top5_acc: 0.8160, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.5931 2020-07-24 18:06:53,998 - mmaction - INFO - Epoch [32][300/940] lr: 1.000e-02, eta: 14:09:15, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6827, loss: 1.6827, grad_norm: 4.7908 2020-07-24 18:07:06,557 - mmaction - INFO - Epoch [32][320/940] lr: 1.000e-02, eta: 14:08:52, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5924, top5_acc: 0.8123, loss_cls: 1.6956, loss: 1.6956, grad_norm: 4.6844 2020-07-24 18:07:19,324 - mmaction - INFO - Epoch [32][340/940] lr: 1.000e-02, eta: 14:08:30, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8135, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.6339 2020-07-24 18:07:31,056 - mmaction - INFO - Epoch [32][360/940] lr: 1.000e-02, eta: 14:08:05, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.6002, top5_acc: 0.8127, loss_cls: 1.6657, loss: 1.6657, grad_norm: 4.6328 2020-07-24 18:07:43,682 - mmaction - INFO - Epoch [32][380/940] lr: 1.000e-02, eta: 14:07:42, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6031, top5_acc: 0.8150, loss_cls: 1.6781, loss: 1.6781, grad_norm: 4.6597 2020-07-24 18:07:55,408 - mmaction - INFO - Epoch [32][400/940] lr: 1.000e-02, eta: 14:07:18, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.6070, top5_acc: 0.8104, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.5671 2020-07-24 18:08:07,997 - mmaction - INFO - Epoch [32][420/940] lr: 1.000e-02, eta: 14:06:55, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.5881, top5_acc: 0.8094, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.7058 2020-07-24 18:08:19,803 - mmaction - INFO - Epoch [32][440/940] lr: 1.000e-02, eta: 14:06:31, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.5789, top5_acc: 0.8080, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.6712 2020-07-24 18:08:32,460 - mmaction - INFO - Epoch [32][460/940] lr: 1.000e-02, eta: 14:06:08, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8119, loss_cls: 1.6934, loss: 1.6934, grad_norm: 4.6517 2020-07-24 18:08:45,255 - mmaction - INFO - Epoch [32][480/940] lr: 1.000e-02, eta: 14:05:46, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6086, top5_acc: 0.8266, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.5930 2020-07-24 18:08:57,928 - mmaction - INFO - Epoch [32][500/940] lr: 1.000e-02, eta: 14:05:23, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.5871, top5_acc: 0.8045, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.6772 2020-07-24 18:09:09,673 - mmaction - INFO - Epoch [32][520/940] lr: 1.000e-02, eta: 14:04:59, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8137, loss_cls: 1.6883, loss: 1.6883, grad_norm: 4.6791 2020-07-24 18:09:21,355 - mmaction - INFO - Epoch [32][540/940] lr: 1.000e-02, eta: 14:04:34, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8150, loss_cls: 1.6891, loss: 1.6891, grad_norm: 4.5949 2020-07-24 18:09:33,072 - mmaction - INFO - Epoch [32][560/940] lr: 1.000e-02, eta: 14:04:10, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5918, top5_acc: 0.8148, loss_cls: 1.6863, loss: 1.6863, grad_norm: 4.7174 2020-07-24 18:09:45,797 - mmaction - INFO - Epoch [32][580/940] lr: 1.000e-02, eta: 14:03:47, time: 0.635, data_time: 0.001, memory: 8344, top1_acc: 0.6023, top5_acc: 0.8135, loss_cls: 1.6767, loss: 1.6767, grad_norm: 4.5249 2020-07-24 18:09:58,308 - mmaction - INFO - Epoch [32][600/940] lr: 1.000e-02, eta: 14:03:25, time: 0.626, data_time: 0.004, memory: 8344, top1_acc: 0.5881, top5_acc: 0.8072, loss_cls: 1.7279, loss: 1.7279, grad_norm: 4.6334 2020-07-24 18:10:11,046 - mmaction - INFO - Epoch [32][620/940] lr: 1.000e-02, eta: 14:03:02, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8105, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.6271 2020-07-24 18:10:22,736 - mmaction - INFO - Epoch [32][640/940] lr: 1.000e-02, eta: 14:02:38, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.5959, top5_acc: 0.8184, loss_cls: 1.6714, loss: 1.6714, grad_norm: 4.5863 2020-07-24 18:10:35,674 - mmaction - INFO - Epoch [32][660/940] lr: 1.000e-02, eta: 14:02:16, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8059, loss_cls: 1.6930, loss: 1.6930, grad_norm: 4.6595 2020-07-24 18:10:47,492 - mmaction - INFO - Epoch [32][680/940] lr: 1.000e-02, eta: 14:01:52, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5885, top5_acc: 0.8127, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.6723 2020-07-24 18:10:59,440 - mmaction - INFO - Epoch [32][700/940] lr: 1.000e-02, eta: 14:01:28, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5967, top5_acc: 0.8080, loss_cls: 1.6863, loss: 1.6863, grad_norm: 4.6035 2020-07-24 18:11:11,981 - mmaction - INFO - Epoch [32][720/940] lr: 1.000e-02, eta: 14:01:05, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8031, loss_cls: 1.7516, loss: 1.7516, grad_norm: 4.6895 2020-07-24 18:11:23,890 - mmaction - INFO - Epoch [32][740/940] lr: 1.000e-02, eta: 14:00:41, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5883, top5_acc: 0.8045, loss_cls: 1.7321, loss: 1.7321, grad_norm: 4.6029 2020-07-24 18:11:36,632 - mmaction - INFO - Epoch [32][760/940] lr: 1.000e-02, eta: 14:00:19, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5869, top5_acc: 0.8051, loss_cls: 1.7432, loss: 1.7432, grad_norm: 4.7681 2020-07-24 18:11:49,411 - mmaction - INFO - Epoch [32][780/940] lr: 1.000e-02, eta: 13:59:57, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5916, top5_acc: 0.8064, loss_cls: 1.7230, loss: 1.7230, grad_norm: 4.7013 2020-07-24 18:12:01,159 - mmaction - INFO - Epoch [32][800/940] lr: 1.000e-02, eta: 13:59:33, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6029, top5_acc: 0.8158, loss_cls: 1.6738, loss: 1.6738, grad_norm: 4.6442 2020-07-24 18:12:13,969 - mmaction - INFO - Epoch [32][820/940] lr: 1.000e-02, eta: 13:59:11, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5791, top5_acc: 0.8111, loss_cls: 1.7100, loss: 1.7100, grad_norm: 4.7296 2020-07-24 18:12:26,642 - mmaction - INFO - Epoch [32][840/940] lr: 1.000e-02, eta: 13:58:49, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5813, top5_acc: 0.8045, loss_cls: 1.7333, loss: 1.7333, grad_norm: 4.7607 2020-07-24 18:12:38,478 - mmaction - INFO - Epoch [32][860/940] lr: 1.000e-02, eta: 13:58:25, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.5877, top5_acc: 0.8074, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.6592 2020-07-24 18:12:51,149 - mmaction - INFO - Epoch [32][880/940] lr: 1.000e-02, eta: 13:58:03, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.5949, top5_acc: 0.8135, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.6285 2020-07-24 18:13:03,015 - mmaction - INFO - Epoch [32][900/940] lr: 1.000e-02, eta: 13:57:39, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5859, top5_acc: 0.8129, loss_cls: 1.7125, loss: 1.7125, grad_norm: 4.6101 2020-07-24 18:13:14,828 - mmaction - INFO - Epoch [32][920/940] lr: 1.000e-02, eta: 13:57:15, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8035, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.6283 2020-07-24 18:13:26,975 - mmaction - INFO - Epoch [32][940/940] lr: 1.000e-02, eta: 13:56:51, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.5862, top5_acc: 0.8100, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.7705 2020-07-24 18:16:02,986 - mmaction - INFO - Epoch [33][20/940] lr: 1.000e-02, eta: 14:01:25, time: 7.612, data_time: 6.935, memory: 8344, top1_acc: 0.5971, top5_acc: 0.8102, loss_cls: 1.6734, loss: 1.6734, grad_norm: 4.5860 2020-07-24 18:16:14,775 - mmaction - INFO - Epoch [33][40/940] lr: 1.000e-02, eta: 14:01:01, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6098, top5_acc: 0.8273, loss_cls: 1.6325, loss: 1.6325, grad_norm: 4.5339 2020-07-24 18:16:27,539 - mmaction - INFO - Epoch [33][60/940] lr: 1.000e-02, eta: 14:00:39, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.6043, top5_acc: 0.8207, loss_cls: 1.6402, loss: 1.6402, grad_norm: 4.5756 2020-07-24 18:16:40,407 - mmaction - INFO - Epoch [33][80/940] lr: 1.000e-02, eta: 14:00:17, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.6096, top5_acc: 0.8160, loss_cls: 1.6686, loss: 1.6686, grad_norm: 4.5739 2020-07-24 18:16:52,363 - mmaction - INFO - Epoch [33][100/940] lr: 1.000e-02, eta: 13:59:53, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6121, top5_acc: 0.8236, loss_cls: 1.6261, loss: 1.6261, grad_norm: 4.6111 2020-07-24 18:17:05,045 - mmaction - INFO - Epoch [33][120/940] lr: 1.000e-02, eta: 13:59:31, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8154, loss_cls: 1.6680, loss: 1.6680, grad_norm: 4.6377 2020-07-24 18:17:17,057 - mmaction - INFO - Epoch [33][140/940] lr: 1.000e-02, eta: 13:59:07, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6010, top5_acc: 0.8162, loss_cls: 1.6712, loss: 1.6712, grad_norm: 4.6335 2020-07-24 18:17:29,672 - mmaction - INFO - Epoch [33][160/940] lr: 1.000e-02, eta: 13:58:44, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5980, top5_acc: 0.8152, loss_cls: 1.6709, loss: 1.6709, grad_norm: 4.6588 2020-07-24 18:17:42,078 - mmaction - INFO - Epoch [33][180/940] lr: 1.000e-02, eta: 13:58:22, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.5951, top5_acc: 0.8176, loss_cls: 1.6912, loss: 1.6912, grad_norm: 4.7163 2020-07-24 18:17:53,947 - mmaction - INFO - Epoch [33][200/940] lr: 1.000e-02, eta: 13:57:58, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5953, top5_acc: 0.8170, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.6098 2020-07-24 18:18:06,439 - mmaction - INFO - Epoch [33][220/940] lr: 1.000e-02, eta: 13:57:35, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.5965, top5_acc: 0.8123, loss_cls: 1.6876, loss: 1.6876, grad_norm: 4.5749 2020-07-24 18:18:18,410 - mmaction - INFO - Epoch [33][240/940] lr: 1.000e-02, eta: 13:57:11, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5971, top5_acc: 0.8172, loss_cls: 1.6586, loss: 1.6586, grad_norm: 4.5565 2020-07-24 18:18:31,194 - mmaction - INFO - Epoch [33][260/940] lr: 1.000e-02, eta: 13:56:49, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.6008, top5_acc: 0.8238, loss_cls: 1.6423, loss: 1.6423, grad_norm: 4.5535 2020-07-24 18:18:43,857 - mmaction - INFO - Epoch [33][280/940] lr: 1.000e-02, eta: 13:56:27, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6014, top5_acc: 0.8201, loss_cls: 1.6599, loss: 1.6599, grad_norm: 4.6354 2020-07-24 18:18:55,723 - mmaction - INFO - Epoch [33][300/940] lr: 1.000e-02, eta: 13:56:03, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5873, top5_acc: 0.8072, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.7314 2020-07-24 18:19:08,377 - mmaction - INFO - Epoch [33][320/940] lr: 1.000e-02, eta: 13:55:40, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.5898, top5_acc: 0.8111, loss_cls: 1.7086, loss: 1.7086, grad_norm: 4.6996 2020-07-24 18:19:20,033 - mmaction - INFO - Epoch [33][340/940] lr: 1.000e-02, eta: 13:55:16, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6029, top5_acc: 0.8135, loss_cls: 1.6841, loss: 1.6841, grad_norm: 4.7069 2020-07-24 18:19:32,047 - mmaction - INFO - Epoch [33][360/940] lr: 1.000e-02, eta: 13:54:52, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.5977, top5_acc: 0.8090, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.6260 2020-07-24 18:19:43,940 - mmaction - INFO - Epoch [33][380/940] lr: 1.000e-02, eta: 13:54:29, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6191, top5_acc: 0.8186, loss_cls: 1.6440, loss: 1.6440, grad_norm: 4.5730 2020-07-24 18:19:55,816 - mmaction - INFO - Epoch [33][400/940] lr: 1.000e-02, eta: 13:54:05, time: 0.594, data_time: 0.004, memory: 8344, top1_acc: 0.5965, top5_acc: 0.8139, loss_cls: 1.6767, loss: 1.6767, grad_norm: 4.6876 2020-07-24 18:20:07,619 - mmaction - INFO - Epoch [33][420/940] lr: 1.000e-02, eta: 13:53:41, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5932, top5_acc: 0.8115, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.6428 2020-07-24 18:20:20,311 - mmaction - INFO - Epoch [33][440/940] lr: 1.000e-02, eta: 13:53:19, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5939, top5_acc: 0.8096, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.5807 2020-07-24 18:20:32,316 - mmaction - INFO - Epoch [33][460/940] lr: 1.000e-02, eta: 13:52:55, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6068, top5_acc: 0.8150, loss_cls: 1.6391, loss: 1.6391, grad_norm: 4.5842 2020-07-24 18:20:44,152 - mmaction - INFO - Epoch [33][480/940] lr: 1.000e-02, eta: 13:52:31, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6031, top5_acc: 0.8221, loss_cls: 1.6616, loss: 1.6616, grad_norm: 4.6474 2020-07-24 18:20:56,031 - mmaction - INFO - Epoch [33][500/940] lr: 1.000e-02, eta: 13:52:07, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8160, loss_cls: 1.6805, loss: 1.6805, grad_norm: 4.7346 2020-07-24 18:21:08,668 - mmaction - INFO - Epoch [33][520/940] lr: 1.000e-02, eta: 13:51:45, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.6049, top5_acc: 0.8207, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.6178 2020-07-24 18:21:20,386 - mmaction - INFO - Epoch [33][540/940] lr: 1.000e-02, eta: 13:51:21, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5871, top5_acc: 0.8059, loss_cls: 1.7153, loss: 1.7153, grad_norm: 4.6872 2020-07-24 18:21:32,203 - mmaction - INFO - Epoch [33][560/940] lr: 1.000e-02, eta: 13:50:57, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5969, top5_acc: 0.8158, loss_cls: 1.6601, loss: 1.6601, grad_norm: 4.6142 2020-07-24 18:21:44,134 - mmaction - INFO - Epoch [33][580/940] lr: 1.000e-02, eta: 13:50:34, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6006, top5_acc: 0.8166, loss_cls: 1.6525, loss: 1.6525, grad_norm: 4.6082 2020-07-24 18:21:56,761 - mmaction - INFO - Epoch [33][600/940] lr: 1.000e-02, eta: 13:50:12, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5947, top5_acc: 0.8125, loss_cls: 1.6880, loss: 1.6880, grad_norm: 4.7249 2020-07-24 18:22:08,901 - mmaction - INFO - Epoch [33][620/940] lr: 1.000e-02, eta: 13:49:48, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6004, top5_acc: 0.8150, loss_cls: 1.6748, loss: 1.6748, grad_norm: 4.6678 2020-07-24 18:22:20,652 - mmaction - INFO - Epoch [33][640/940] lr: 1.000e-02, eta: 13:49:25, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5932, top5_acc: 0.8186, loss_cls: 1.6940, loss: 1.6940, grad_norm: 4.6814 2020-07-24 18:22:33,524 - mmaction - INFO - Epoch [33][660/940] lr: 1.000e-02, eta: 13:49:03, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.5830, top5_acc: 0.8027, loss_cls: 1.7474, loss: 1.7474, grad_norm: 4.6734 2020-07-24 18:22:46,053 - mmaction - INFO - Epoch [33][680/940] lr: 1.000e-02, eta: 13:48:41, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.5822, top5_acc: 0.8105, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.6379 2020-07-24 18:22:58,885 - mmaction - INFO - Epoch [33][700/940] lr: 1.000e-02, eta: 13:48:19, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.5865, top5_acc: 0.8066, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.5583 2020-07-24 18:23:10,561 - mmaction - INFO - Epoch [33][720/940] lr: 1.000e-02, eta: 13:47:55, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.5959, top5_acc: 0.8094, loss_cls: 1.6791, loss: 1.6791, grad_norm: 4.6466 2020-07-24 18:23:22,396 - mmaction - INFO - Epoch [33][740/940] lr: 1.000e-02, eta: 13:47:31, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6088, top5_acc: 0.8197, loss_cls: 1.6479, loss: 1.6479, grad_norm: 4.4841 2020-07-24 18:23:34,972 - mmaction - INFO - Epoch [33][760/940] lr: 1.000e-02, eta: 13:47:09, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.5865, top5_acc: 0.8033, loss_cls: 1.7328, loss: 1.7328, grad_norm: 4.6774 2020-07-24 18:23:46,841 - mmaction - INFO - Epoch [33][780/940] lr: 1.000e-02, eta: 13:46:46, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5918, top5_acc: 0.8107, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.7071 2020-07-24 18:23:59,459 - mmaction - INFO - Epoch [33][800/940] lr: 1.000e-02, eta: 13:46:23, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8076, loss_cls: 1.7212, loss: 1.7212, grad_norm: 4.6865 2020-07-24 18:24:11,220 - mmaction - INFO - Epoch [33][820/940] lr: 1.000e-02, eta: 13:46:00, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8232, loss_cls: 1.6506, loss: 1.6506, grad_norm: 4.6149 2020-07-24 18:24:24,117 - mmaction - INFO - Epoch [33][840/940] lr: 1.000e-02, eta: 13:45:38, time: 0.646, data_time: 0.003, memory: 8344, top1_acc: 0.5928, top5_acc: 0.8035, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.7245 2020-07-24 18:24:35,786 - mmaction - INFO - Epoch [33][860/940] lr: 1.000e-02, eta: 13:45:14, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8088, loss_cls: 1.7046, loss: 1.7046, grad_norm: 4.6960 2020-07-24 18:24:47,580 - mmaction - INFO - Epoch [33][880/940] lr: 1.000e-02, eta: 13:44:51, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6025, top5_acc: 0.8199, loss_cls: 1.6672, loss: 1.6672, grad_norm: 4.6658 2020-07-24 18:24:59,273 - mmaction - INFO - Epoch [33][900/940] lr: 1.000e-02, eta: 13:44:27, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.5980, top5_acc: 0.8098, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.6826 2020-07-24 18:25:10,988 - mmaction - INFO - Epoch [33][920/940] lr: 1.000e-02, eta: 13:44:03, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.5836, top5_acc: 0.8092, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.7760 2020-07-24 18:25:22,142 - mmaction - INFO - Epoch [33][940/940] lr: 1.000e-02, eta: 13:43:38, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8150, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.6820 2020-07-24 18:27:28,477 - mmaction - INFO - Epoch [34][20/940] lr: 1.000e-02, eta: 13:46:59, time: 6.114, data_time: 5.427, memory: 8344, top1_acc: 0.5891, top5_acc: 0.8117, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.5646 2020-07-24 18:27:40,302 - mmaction - INFO - Epoch [34][40/940] lr: 1.000e-02, eta: 13:46:35, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6084, top5_acc: 0.8203, loss_cls: 1.6363, loss: 1.6363, grad_norm: 4.5796 2020-07-24 18:27:52,828 - mmaction - INFO - Epoch [34][60/940] lr: 1.000e-02, eta: 13:46:13, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6105, top5_acc: 0.8201, loss_cls: 1.6377, loss: 1.6377, grad_norm: 4.6330 2020-07-24 18:28:04,721 - mmaction - INFO - Epoch [34][80/940] lr: 1.000e-02, eta: 13:45:49, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6041, top5_acc: 0.8174, loss_cls: 1.6407, loss: 1.6407, grad_norm: 4.6417 2020-07-24 18:28:16,452 - mmaction - INFO - Epoch [34][100/940] lr: 1.000e-02, eta: 13:45:25, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6102, top5_acc: 0.8135, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.5744 2020-07-24 18:28:28,241 - mmaction - INFO - Epoch [34][120/940] lr: 1.000e-02, eta: 13:45:01, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6080, top5_acc: 0.8203, loss_cls: 1.6319, loss: 1.6319, grad_norm: 4.6054 2020-07-24 18:28:40,228 - mmaction - INFO - Epoch [34][140/940] lr: 1.000e-02, eta: 13:44:38, time: 0.600, data_time: 0.003, memory: 8344, top1_acc: 0.6006, top5_acc: 0.8186, loss_cls: 1.6635, loss: 1.6635, grad_norm: 4.6237 2020-07-24 18:28:52,740 - mmaction - INFO - Epoch [34][160/940] lr: 1.000e-02, eta: 13:44:16, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6020, top5_acc: 0.8113, loss_cls: 1.6581, loss: 1.6581, grad_norm: 4.5878 2020-07-24 18:29:04,485 - mmaction - INFO - Epoch [34][180/940] lr: 1.000e-02, eta: 13:43:52, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6225, top5_acc: 0.8197, loss_cls: 1.5940, loss: 1.5940, grad_norm: 4.4848 2020-07-24 18:29:17,086 - mmaction - INFO - Epoch [34][200/940] lr: 1.000e-02, eta: 13:43:30, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.6111, top5_acc: 0.8225, loss_cls: 1.6135, loss: 1.6135, grad_norm: 4.5564 2020-07-24 18:29:29,604 - mmaction - INFO - Epoch [34][220/940] lr: 1.000e-02, eta: 13:43:08, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6092, top5_acc: 0.8182, loss_cls: 1.6246, loss: 1.6246, grad_norm: 4.5289 2020-07-24 18:29:42,461 - mmaction - INFO - Epoch [34][240/940] lr: 1.000e-02, eta: 13:42:46, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.6023, top5_acc: 0.8174, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.6067 2020-07-24 18:29:54,300 - mmaction - INFO - Epoch [34][260/940] lr: 1.000e-02, eta: 13:42:23, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6098, top5_acc: 0.8199, loss_cls: 1.6298, loss: 1.6298, grad_norm: 4.6203 2020-07-24 18:30:06,026 - mmaction - INFO - Epoch [34][280/940] lr: 1.000e-02, eta: 13:41:59, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6094, top5_acc: 0.8229, loss_cls: 1.6386, loss: 1.6386, grad_norm: 4.5931 2020-07-24 18:30:18,875 - mmaction - INFO - Epoch [34][300/940] lr: 1.000e-02, eta: 13:41:37, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.6117, top5_acc: 0.8201, loss_cls: 1.6549, loss: 1.6549, grad_norm: 4.6747 2020-07-24 18:30:30,555 - mmaction - INFO - Epoch [34][320/940] lr: 1.000e-02, eta: 13:41:14, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.5947, top5_acc: 0.8104, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.6853 2020-07-24 18:30:42,752 - mmaction - INFO - Epoch [34][340/940] lr: 1.000e-02, eta: 13:40:51, time: 0.610, data_time: 0.003, memory: 8344, top1_acc: 0.5990, top5_acc: 0.8201, loss_cls: 1.6595, loss: 1.6595, grad_norm: 4.5876 2020-07-24 18:30:54,516 - mmaction - INFO - Epoch [34][360/940] lr: 1.000e-02, eta: 13:40:27, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8137, loss_cls: 1.6849, loss: 1.6849, grad_norm: 4.6438 2020-07-24 18:31:06,216 - mmaction - INFO - Epoch [34][380/940] lr: 1.000e-02, eta: 13:40:03, time: 0.586, data_time: 0.004, memory: 8344, top1_acc: 0.6080, top5_acc: 0.8240, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.6298 2020-07-24 18:31:17,965 - mmaction - INFO - Epoch [34][400/940] lr: 1.000e-02, eta: 13:39:40, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.5977, top5_acc: 0.8121, loss_cls: 1.6962, loss: 1.6962, grad_norm: 4.7453 2020-07-24 18:31:30,650 - mmaction - INFO - Epoch [34][420/940] lr: 1.000e-02, eta: 13:39:18, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.6115, top5_acc: 0.8189, loss_cls: 1.6396, loss: 1.6396, grad_norm: 4.6492 2020-07-24 18:31:42,447 - mmaction - INFO - Epoch [34][440/940] lr: 1.000e-02, eta: 13:38:54, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5889, top5_acc: 0.8107, loss_cls: 1.7295, loss: 1.7295, grad_norm: 4.8070 2020-07-24 18:31:55,230 - mmaction - INFO - Epoch [34][460/940] lr: 1.000e-02, eta: 13:38:33, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6084, top5_acc: 0.8152, loss_cls: 1.6515, loss: 1.6515, grad_norm: 4.6494 2020-07-24 18:32:07,083 - mmaction - INFO - Epoch [34][480/940] lr: 1.000e-02, eta: 13:38:10, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6055, top5_acc: 0.8268, loss_cls: 1.6319, loss: 1.6319, grad_norm: 4.6306 2020-07-24 18:32:18,984 - mmaction - INFO - Epoch [34][500/940] lr: 1.000e-02, eta: 13:37:46, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8096, loss_cls: 1.7265, loss: 1.7265, grad_norm: 4.7055 2020-07-24 18:32:31,780 - mmaction - INFO - Epoch [34][520/940] lr: 1.000e-02, eta: 13:37:25, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8098, loss_cls: 1.7036, loss: 1.7036, grad_norm: 4.7090 2020-07-24 18:32:43,703 - mmaction - INFO - Epoch [34][540/940] lr: 1.000e-02, eta: 13:37:02, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.5988, top5_acc: 0.8187, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.7284 2020-07-24 18:32:56,508 - mmaction - INFO - Epoch [34][560/940] lr: 1.000e-02, eta: 13:36:40, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.6006, top5_acc: 0.8055, loss_cls: 1.7166, loss: 1.7166, grad_norm: 4.6300 2020-07-24 18:33:08,572 - mmaction - INFO - Epoch [34][580/940] lr: 1.000e-02, eta: 13:36:17, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.5826, top5_acc: 0.8029, loss_cls: 1.7331, loss: 1.7331, grad_norm: 4.6939 2020-07-24 18:33:21,131 - mmaction - INFO - Epoch [34][600/940] lr: 1.000e-02, eta: 13:35:55, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5938, top5_acc: 0.8168, loss_cls: 1.6754, loss: 1.6754, grad_norm: 4.6577 2020-07-24 18:33:34,125 - mmaction - INFO - Epoch [34][620/940] lr: 1.000e-02, eta: 13:35:34, time: 0.650, data_time: 0.003, memory: 8344, top1_acc: 0.5895, top5_acc: 0.8051, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.6889 2020-07-24 18:33:46,424 - mmaction - INFO - Epoch [34][640/940] lr: 1.000e-02, eta: 13:35:12, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.6020, top5_acc: 0.8195, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.5947 2020-07-24 18:33:58,279 - mmaction - INFO - Epoch [34][660/940] lr: 1.000e-02, eta: 13:34:49, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6008, top5_acc: 0.8129, loss_cls: 1.6729, loss: 1.6729, grad_norm: 4.6287 2020-07-24 18:34:10,882 - mmaction - INFO - Epoch [34][680/940] lr: 1.000e-02, eta: 13:34:27, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.6002, top5_acc: 0.8176, loss_cls: 1.6596, loss: 1.6596, grad_norm: 4.6310 2020-07-24 18:34:22,857 - mmaction - INFO - Epoch [34][700/940] lr: 1.000e-02, eta: 13:34:04, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5994, top5_acc: 0.8129, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.6000 2020-07-24 18:34:34,719 - mmaction - INFO - Epoch [34][720/940] lr: 1.000e-02, eta: 13:33:41, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8156, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.6552 2020-07-24 18:34:46,441 - mmaction - INFO - Epoch [34][740/940] lr: 1.000e-02, eta: 13:33:17, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5842, top5_acc: 0.8010, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.7227 2020-07-24 18:34:59,382 - mmaction - INFO - Epoch [34][760/940] lr: 1.000e-02, eta: 13:32:56, time: 0.647, data_time: 0.002, memory: 8344, top1_acc: 0.6098, top5_acc: 0.8189, loss_cls: 1.6407, loss: 1.6407, grad_norm: 4.6646 2020-07-24 18:35:11,240 - mmaction - INFO - Epoch [34][780/940] lr: 1.000e-02, eta: 13:32:33, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5875, top5_acc: 0.8105, loss_cls: 1.6956, loss: 1.6956, grad_norm: 4.6708 2020-07-24 18:35:23,795 - mmaction - INFO - Epoch [34][800/940] lr: 1.000e-02, eta: 13:32:11, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8043, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.6741 2020-07-24 18:35:35,674 - mmaction - INFO - Epoch [34][820/940] lr: 1.000e-02, eta: 13:31:48, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5936, top5_acc: 0.8096, loss_cls: 1.7090, loss: 1.7090, grad_norm: 4.6939 2020-07-24 18:35:47,345 - mmaction - INFO - Epoch [34][840/940] lr: 1.000e-02, eta: 13:31:25, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.6059, top5_acc: 0.8318, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.5545 2020-07-24 18:35:59,921 - mmaction - INFO - Epoch [34][860/940] lr: 1.000e-02, eta: 13:31:03, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8092, loss_cls: 1.6975, loss: 1.6975, grad_norm: 4.7052 2020-07-24 18:36:12,795 - mmaction - INFO - Epoch [34][880/940] lr: 1.000e-02, eta: 13:30:42, time: 0.644, data_time: 0.003, memory: 8344, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.7267 2020-07-24 18:36:25,360 - mmaction - INFO - Epoch [34][900/940] lr: 1.000e-02, eta: 13:30:20, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.5959, top5_acc: 0.8215, loss_cls: 1.6639, loss: 1.6639, grad_norm: 4.6531 2020-07-24 18:36:37,380 - mmaction - INFO - Epoch [34][920/940] lr: 1.000e-02, eta: 13:29:57, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.5898, top5_acc: 0.8098, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.6467 2020-07-24 18:36:48,528 - mmaction - INFO - Epoch [34][940/940] lr: 1.000e-02, eta: 13:29:33, time: 0.564, data_time: 0.008, memory: 8344, top1_acc: 0.5974, top5_acc: 0.8049, loss_cls: 1.6947, loss: 1.6947, grad_norm: 4.7259 2020-07-24 18:39:11,971 - mmaction - INFO - Epoch [35][20/940] lr: 1.000e-02, eta: 13:33:18, time: 6.987, data_time: 6.202, memory: 8344, top1_acc: 0.6045, top5_acc: 0.8309, loss_cls: 1.6257, loss: 1.6257, grad_norm: 4.5851 2020-07-24 18:39:23,888 - mmaction - INFO - Epoch [35][40/940] lr: 1.000e-02, eta: 13:32:55, time: 0.600, data_time: 0.012, memory: 8344, top1_acc: 0.6008, top5_acc: 0.8133, loss_cls: 1.7031, loss: 1.7031, grad_norm: 4.6608 2020-07-24 18:39:35,644 - mmaction - INFO - Epoch [35][60/940] lr: 1.000e-02, eta: 13:32:32, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6148, top5_acc: 0.8215, loss_cls: 1.6163, loss: 1.6163, grad_norm: 4.5622 2020-07-24 18:39:48,017 - mmaction - INFO - Epoch [35][80/940] lr: 1.000e-02, eta: 13:32:10, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6123, top5_acc: 0.8139, loss_cls: 1.6376, loss: 1.6376, grad_norm: 4.5166 2020-07-24 18:39:59,723 - mmaction - INFO - Epoch [35][100/940] lr: 1.000e-02, eta: 13:31:46, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8225, loss_cls: 1.6369, loss: 1.6369, grad_norm: 4.6086 2020-07-24 18:40:12,266 - mmaction - INFO - Epoch [35][120/940] lr: 1.000e-02, eta: 13:31:24, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8150, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.6246 2020-07-24 18:40:23,996 - mmaction - INFO - Epoch [35][140/940] lr: 1.000e-02, eta: 13:31:01, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6053, top5_acc: 0.8193, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.6405 2020-07-24 18:40:35,796 - mmaction - INFO - Epoch [35][160/940] lr: 1.000e-02, eta: 13:30:38, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6121, top5_acc: 0.8232, loss_cls: 1.6320, loss: 1.6320, grad_norm: 4.5890 2020-07-24 18:40:48,481 - mmaction - INFO - Epoch [35][180/940] lr: 1.000e-02, eta: 13:30:16, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6008, top5_acc: 0.8182, loss_cls: 1.6563, loss: 1.6563, grad_norm: 4.6170 2020-07-24 18:41:01,184 - mmaction - INFO - Epoch [35][200/940] lr: 1.000e-02, eta: 13:29:54, time: 0.637, data_time: 0.003, memory: 8344, top1_acc: 0.5947, top5_acc: 0.8213, loss_cls: 1.6213, loss: 1.6213, grad_norm: 4.6448 2020-07-24 18:41:12,968 - mmaction - INFO - Epoch [35][220/940] lr: 1.000e-02, eta: 13:29:31, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6045, top5_acc: 0.8119, loss_cls: 1.6660, loss: 1.6660, grad_norm: 4.6662 2020-07-24 18:41:25,519 - mmaction - INFO - Epoch [35][240/940] lr: 1.000e-02, eta: 13:29:09, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6064, top5_acc: 0.8156, loss_cls: 1.6709, loss: 1.6709, grad_norm: 4.6002 2020-07-24 18:41:37,451 - mmaction - INFO - Epoch [35][260/940] lr: 1.000e-02, eta: 13:28:46, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.5936, top5_acc: 0.8094, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.6339 2020-07-24 18:41:49,129 - mmaction - INFO - Epoch [35][280/940] lr: 1.000e-02, eta: 13:28:23, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.6047, top5_acc: 0.8143, loss_cls: 1.6565, loss: 1.6565, grad_norm: 4.6199 2020-07-24 18:42:01,839 - mmaction - INFO - Epoch [35][300/940] lr: 1.000e-02, eta: 13:28:02, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.6059, top5_acc: 0.8230, loss_cls: 1.6409, loss: 1.6409, grad_norm: 4.5514 2020-07-24 18:42:13,785 - mmaction - INFO - Epoch [35][320/940] lr: 1.000e-02, eta: 13:27:39, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6145, top5_acc: 0.8277, loss_cls: 1.5867, loss: 1.5867, grad_norm: 4.5994 2020-07-24 18:42:26,460 - mmaction - INFO - Epoch [35][340/940] lr: 1.000e-02, eta: 13:27:17, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.5961, top5_acc: 0.8201, loss_cls: 1.6776, loss: 1.6776, grad_norm: 4.6434 2020-07-24 18:42:38,517 - mmaction - INFO - Epoch [35][360/940] lr: 1.000e-02, eta: 13:26:55, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.6129, top5_acc: 0.8242, loss_cls: 1.6165, loss: 1.6165, grad_norm: 4.5511 2020-07-24 18:42:51,161 - mmaction - INFO - Epoch [35][380/940] lr: 1.000e-02, eta: 13:26:33, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.5967, top5_acc: 0.8105, loss_cls: 1.6962, loss: 1.6962, grad_norm: 4.7034 2020-07-24 18:43:02,819 - mmaction - INFO - Epoch [35][400/940] lr: 1.000e-02, eta: 13:26:10, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.6082, top5_acc: 0.8148, loss_cls: 1.6345, loss: 1.6345, grad_norm: 4.6034 2020-07-24 18:43:14,590 - mmaction - INFO - Epoch [35][420/940] lr: 1.000e-02, eta: 13:25:46, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6016, top5_acc: 0.8199, loss_cls: 1.6702, loss: 1.6702, grad_norm: 4.7346 2020-07-24 18:43:26,414 - mmaction - INFO - Epoch [35][440/940] lr: 1.000e-02, eta: 13:25:23, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6010, top5_acc: 0.8209, loss_cls: 1.6562, loss: 1.6562, grad_norm: 4.6951 2020-07-24 18:43:39,011 - mmaction - INFO - Epoch [35][460/940] lr: 1.000e-02, eta: 13:25:02, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.6098, top5_acc: 0.8230, loss_cls: 1.6229, loss: 1.6229, grad_norm: 4.5074 2020-07-24 18:43:50,897 - mmaction - INFO - Epoch [35][480/940] lr: 1.000e-02, eta: 13:24:39, time: 0.598, data_time: 0.006, memory: 8344, top1_acc: 0.5877, top5_acc: 0.8063, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.7737 2020-07-24 18:44:03,559 - mmaction - INFO - Epoch [35][500/940] lr: 1.000e-02, eta: 13:24:18, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.5918, top5_acc: 0.8125, loss_cls: 1.7111, loss: 1.7111, grad_norm: 4.7385 2020-07-24 18:44:16,054 - mmaction - INFO - Epoch [35][520/940] lr: 1.000e-02, eta: 13:23:56, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.5984, top5_acc: 0.8184, loss_cls: 1.6811, loss: 1.6811, grad_norm: 4.6533 2020-07-24 18:44:28,773 - mmaction - INFO - Epoch [35][540/940] lr: 1.000e-02, eta: 13:23:35, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.6055, top5_acc: 0.8139, loss_cls: 1.6705, loss: 1.6705, grad_norm: 4.6341 2020-07-24 18:44:40,631 - mmaction - INFO - Epoch [35][560/940] lr: 1.000e-02, eta: 13:23:12, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8121, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.6305 2020-07-24 18:44:53,311 - mmaction - INFO - Epoch [35][580/940] lr: 1.000e-02, eta: 13:22:50, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.6062, top5_acc: 0.8104, loss_cls: 1.6656, loss: 1.6656, grad_norm: 4.6022 2020-07-24 18:45:06,008 - mmaction - INFO - Epoch [35][600/940] lr: 1.000e-02, eta: 13:22:29, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.6029, top5_acc: 0.8193, loss_cls: 1.6474, loss: 1.6474, grad_norm: 4.6319 2020-07-24 18:45:17,728 - mmaction - INFO - Epoch [35][620/940] lr: 1.000e-02, eta: 13:22:06, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6119, top5_acc: 0.8225, loss_cls: 1.6108, loss: 1.6108, grad_norm: 4.6497 2020-07-24 18:45:30,463 - mmaction - INFO - Epoch [35][640/940] lr: 1.000e-02, eta: 13:21:45, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8152, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.6866 2020-07-24 18:45:42,494 - mmaction - INFO - Epoch [35][660/940] lr: 1.000e-02, eta: 13:21:22, time: 0.602, data_time: 0.002, memory: 8344, top1_acc: 0.5967, top5_acc: 0.8141, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.7129 2020-07-24 18:45:55,161 - mmaction - INFO - Epoch [35][680/940] lr: 1.000e-02, eta: 13:21:01, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.6062, top5_acc: 0.8223, loss_cls: 1.6417, loss: 1.6417, grad_norm: 4.6597 2020-07-24 18:46:06,903 - mmaction - INFO - Epoch [35][700/940] lr: 1.000e-02, eta: 13:20:38, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8059, loss_cls: 1.7206, loss: 1.7206, grad_norm: 4.7529 2020-07-24 18:46:19,453 - mmaction - INFO - Epoch [35][720/940] lr: 1.000e-02, eta: 13:20:16, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.5994, top5_acc: 0.8158, loss_cls: 1.6879, loss: 1.6879, grad_norm: 4.7511 2020-07-24 18:46:32,045 - mmaction - INFO - Epoch [35][740/940] lr: 1.000e-02, eta: 13:19:55, time: 0.634, data_time: 0.006, memory: 8344, top1_acc: 0.5939, top5_acc: 0.8098, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.7055 2020-07-24 18:46:43,732 - mmaction - INFO - Epoch [35][760/940] lr: 1.000e-02, eta: 13:19:32, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5977, top5_acc: 0.8199, loss_cls: 1.6595, loss: 1.6595, grad_norm: 4.6797 2020-07-24 18:46:56,499 - mmaction - INFO - Epoch [35][780/940] lr: 1.000e-02, eta: 13:19:11, time: 0.638, data_time: 0.001, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8168, loss_cls: 1.6669, loss: 1.6669, grad_norm: 4.6598 2020-07-24 18:47:08,256 - mmaction - INFO - Epoch [35][800/940] lr: 1.000e-02, eta: 13:18:48, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8244, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.6792 2020-07-24 18:47:21,089 - mmaction - INFO - Epoch [35][820/940] lr: 1.000e-02, eta: 13:18:27, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.6121, top5_acc: 0.8225, loss_cls: 1.6407, loss: 1.6407, grad_norm: 4.6253 2020-07-24 18:47:33,770 - mmaction - INFO - Epoch [35][840/940] lr: 1.000e-02, eta: 13:18:06, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.6016, top5_acc: 0.8143, loss_cls: 1.6653, loss: 1.6653, grad_norm: 4.5790 2020-07-24 18:47:46,478 - mmaction - INFO - Epoch [35][860/940] lr: 1.000e-02, eta: 13:17:45, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5980, top5_acc: 0.8174, loss_cls: 1.6706, loss: 1.6706, grad_norm: 4.6348 2020-07-24 18:47:58,402 - mmaction - INFO - Epoch [35][880/940] lr: 1.000e-02, eta: 13:17:22, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6021, top5_acc: 0.8195, loss_cls: 1.6650, loss: 1.6650, grad_norm: 4.6061 2020-07-24 18:48:11,066 - mmaction - INFO - Epoch [35][900/940] lr: 1.000e-02, eta: 13:17:01, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5928, top5_acc: 0.8201, loss_cls: 1.6614, loss: 1.6614, grad_norm: 4.6814 2020-07-24 18:48:22,925 - mmaction - INFO - Epoch [35][920/940] lr: 1.000e-02, eta: 13:16:38, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.5971, top5_acc: 0.8191, loss_cls: 1.6619, loss: 1.6619, grad_norm: 4.6975 2020-07-24 18:48:34,176 - mmaction - INFO - Epoch [35][940/940] lr: 1.000e-02, eta: 13:16:14, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.5937, top5_acc: 0.8059, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.7418 2020-07-24 18:48:41,035 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-24 18:50:48,781 - mmaction - INFO - Epoch [36][20/940] lr: 1.000e-02, eta: 13:19:26, time: 6.362, data_time: 5.602, memory: 8344, top1_acc: 0.6023, top5_acc: 0.8178, loss_cls: 1.6588, loss: 1.6588, grad_norm: 4.5552 2020-07-24 18:51:00,350 - mmaction - INFO - Epoch [36][40/940] lr: 1.000e-02, eta: 13:19:02, time: 0.582, data_time: 0.006, memory: 8344, top1_acc: 0.6186, top5_acc: 0.8252, loss_cls: 1.5848, loss: 1.5848, grad_norm: 4.4753 2020-07-24 18:51:13,064 - mmaction - INFO - Epoch [36][60/940] lr: 1.000e-02, eta: 13:18:41, time: 0.636, data_time: 0.004, memory: 8344, top1_acc: 0.6205, top5_acc: 0.8279, loss_cls: 1.6047, loss: 1.6047, grad_norm: 4.5814 2020-07-24 18:51:24,722 - mmaction - INFO - Epoch [36][80/940] lr: 1.000e-02, eta: 13:18:18, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.6057, top5_acc: 0.8277, loss_cls: 1.5975, loss: 1.5975, grad_norm: 4.6605 2020-07-24 18:51:37,359 - mmaction - INFO - Epoch [36][100/940] lr: 1.000e-02, eta: 13:17:57, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6043, top5_acc: 0.8158, loss_cls: 1.6385, loss: 1.6385, grad_norm: 4.6037 2020-07-24 18:51:49,916 - mmaction - INFO - Epoch [36][120/940] lr: 1.000e-02, eta: 13:17:35, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6092, top5_acc: 0.8230, loss_cls: 1.6423, loss: 1.6423, grad_norm: 4.7028 2020-07-24 18:52:02,684 - mmaction - INFO - Epoch [36][140/940] lr: 1.000e-02, eta: 13:17:14, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8131, loss_cls: 1.6363, loss: 1.6363, grad_norm: 4.6562 2020-07-24 18:52:14,454 - mmaction - INFO - Epoch [36][160/940] lr: 1.000e-02, eta: 13:16:51, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6057, top5_acc: 0.8238, loss_cls: 1.6392, loss: 1.6392, grad_norm: 4.6986 2020-07-24 18:52:26,202 - mmaction - INFO - Epoch [36][180/940] lr: 1.000e-02, eta: 13:16:28, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6035, top5_acc: 0.8207, loss_cls: 1.6432, loss: 1.6432, grad_norm: 4.6584 2020-07-24 18:52:38,797 - mmaction - INFO - Epoch [36][200/940] lr: 1.000e-02, eta: 13:16:07, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6246, top5_acc: 0.8305, loss_cls: 1.5760, loss: 1.5760, grad_norm: 4.5077 2020-07-24 18:52:51,317 - mmaction - INFO - Epoch [36][220/940] lr: 1.000e-02, eta: 13:15:45, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.6078, top5_acc: 0.8230, loss_cls: 1.6261, loss: 1.6261, grad_norm: 4.6182 2020-07-24 18:53:03,140 - mmaction - INFO - Epoch [36][240/940] lr: 1.000e-02, eta: 13:15:22, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8186, loss_cls: 1.6673, loss: 1.6673, grad_norm: 4.6996 2020-07-24 18:53:14,861 - mmaction - INFO - Epoch [36][260/940] lr: 1.000e-02, eta: 13:15:00, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6043, top5_acc: 0.8209, loss_cls: 1.6279, loss: 1.6279, grad_norm: 4.6235 2020-07-24 18:53:26,643 - mmaction - INFO - Epoch [36][280/940] lr: 1.000e-02, eta: 13:14:37, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6059, top5_acc: 0.8213, loss_cls: 1.6388, loss: 1.6388, grad_norm: 4.5285 2020-07-24 18:53:39,299 - mmaction - INFO - Epoch [36][300/940] lr: 1.000e-02, eta: 13:14:16, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6102, top5_acc: 0.8189, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.6223 2020-07-24 18:53:51,927 - mmaction - INFO - Epoch [36][320/940] lr: 1.000e-02, eta: 13:13:54, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.6057, top5_acc: 0.8217, loss_cls: 1.6496, loss: 1.6496, grad_norm: 4.6765 2020-07-24 18:54:03,646 - mmaction - INFO - Epoch [36][340/940] lr: 1.000e-02, eta: 13:13:31, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6146, top5_acc: 0.8217, loss_cls: 1.6368, loss: 1.6368, grad_norm: 4.6807 2020-07-24 18:54:15,346 - mmaction - INFO - Epoch [36][360/940] lr: 1.000e-02, eta: 13:13:08, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6154, top5_acc: 0.8328, loss_cls: 1.5903, loss: 1.5903, grad_norm: 4.5630 2020-07-24 18:54:27,050 - mmaction - INFO - Epoch [36][380/940] lr: 1.000e-02, eta: 13:12:46, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5980, top5_acc: 0.8133, loss_cls: 1.6703, loss: 1.6703, grad_norm: 4.6489 2020-07-24 18:54:39,851 - mmaction - INFO - Epoch [36][400/940] lr: 1.000e-02, eta: 13:12:25, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.6021, top5_acc: 0.8182, loss_cls: 1.6797, loss: 1.6797, grad_norm: 4.7047 2020-07-24 18:54:52,367 - mmaction - INFO - Epoch [36][420/940] lr: 1.000e-02, eta: 13:12:03, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.6070, top5_acc: 0.8135, loss_cls: 1.6544, loss: 1.6544, grad_norm: 4.5968 2020-07-24 18:55:05,122 - mmaction - INFO - Epoch [36][440/940] lr: 1.000e-02, eta: 13:11:42, time: 0.638, data_time: 0.001, memory: 8344, top1_acc: 0.5896, top5_acc: 0.8109, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.6766 2020-07-24 18:55:17,057 - mmaction - INFO - Epoch [36][460/940] lr: 1.000e-02, eta: 13:11:20, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8076, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.6825 2020-07-24 18:55:29,547 - mmaction - INFO - Epoch [36][480/940] lr: 1.000e-02, eta: 13:10:58, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6029, top5_acc: 0.8215, loss_cls: 1.6374, loss: 1.6374, grad_norm: 4.6559 2020-07-24 18:55:41,649 - mmaction - INFO - Epoch [36][500/940] lr: 1.000e-02, eta: 13:10:36, time: 0.604, data_time: 0.002, memory: 8344, top1_acc: 0.6021, top5_acc: 0.8160, loss_cls: 1.6159, loss: 1.6159, grad_norm: 4.5450 2020-07-24 18:55:53,465 - mmaction - INFO - Epoch [36][520/940] lr: 1.000e-02, eta: 13:10:14, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.5982, top5_acc: 0.8199, loss_cls: 1.6682, loss: 1.6682, grad_norm: 4.6998 2020-07-24 18:56:05,294 - mmaction - INFO - Epoch [36][540/940] lr: 1.000e-02, eta: 13:09:51, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.5977, top5_acc: 0.8260, loss_cls: 1.6496, loss: 1.6496, grad_norm: 4.7834 2020-07-24 18:56:17,875 - mmaction - INFO - Epoch [36][560/940] lr: 1.000e-02, eta: 13:09:30, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.6865, loss: 1.6865, grad_norm: 4.6310 2020-07-24 18:56:29,644 - mmaction - INFO - Epoch [36][580/940] lr: 1.000e-02, eta: 13:09:07, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.5996, top5_acc: 0.8139, loss_cls: 1.6557, loss: 1.6557, grad_norm: 4.6839 2020-07-24 18:56:41,354 - mmaction - INFO - Epoch [36][600/940] lr: 1.000e-02, eta: 13:08:45, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6012, top5_acc: 0.8090, loss_cls: 1.6834, loss: 1.6834, grad_norm: 4.6225 2020-07-24 18:56:53,295 - mmaction - INFO - Epoch [36][620/940] lr: 1.000e-02, eta: 13:08:22, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6008, top5_acc: 0.8186, loss_cls: 1.6600, loss: 1.6600, grad_norm: 4.6400 2020-07-24 18:57:05,082 - mmaction - INFO - Epoch [36][640/940] lr: 1.000e-02, eta: 13:08:00, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5979, top5_acc: 0.8104, loss_cls: 1.6585, loss: 1.6585, grad_norm: 4.6705 2020-07-24 18:57:18,003 - mmaction - INFO - Epoch [36][660/940] lr: 1.000e-02, eta: 13:07:39, time: 0.645, data_time: 0.003, memory: 8344, top1_acc: 0.5939, top5_acc: 0.8100, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.7134 2020-07-24 18:57:29,836 - mmaction - INFO - Epoch [36][680/940] lr: 1.000e-02, eta: 13:07:17, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.5977, top5_acc: 0.8191, loss_cls: 1.6658, loss: 1.6658, grad_norm: 4.6666 2020-07-24 18:57:42,462 - mmaction - INFO - Epoch [36][700/940] lr: 1.000e-02, eta: 13:06:56, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.5920, top5_acc: 0.8074, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.7375 2020-07-24 18:57:55,230 - mmaction - INFO - Epoch [36][720/940] lr: 1.000e-02, eta: 13:06:35, time: 0.639, data_time: 0.003, memory: 8344, top1_acc: 0.6135, top5_acc: 0.8193, loss_cls: 1.6270, loss: 1.6270, grad_norm: 4.6398 2020-07-24 18:58:06,972 - mmaction - INFO - Epoch [36][740/940] lr: 1.000e-02, eta: 13:06:12, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6553, loss: 1.6553, grad_norm: 4.6324 2020-07-24 18:58:19,761 - mmaction - INFO - Epoch [36][760/940] lr: 1.000e-02, eta: 13:05:51, time: 0.638, data_time: 0.001, memory: 8344, top1_acc: 0.6010, top5_acc: 0.8152, loss_cls: 1.6951, loss: 1.6951, grad_norm: 4.6788 2020-07-24 18:58:32,381 - mmaction - INFO - Epoch [36][780/940] lr: 1.000e-02, eta: 13:05:30, time: 0.632, data_time: 0.004, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.6966, loss: 1.6966, grad_norm: 4.6505 2020-07-24 18:58:45,164 - mmaction - INFO - Epoch [36][800/940] lr: 1.000e-02, eta: 13:05:10, time: 0.639, data_time: 0.003, memory: 8344, top1_acc: 0.5826, top5_acc: 0.8023, loss_cls: 1.7620, loss: 1.7620, grad_norm: 4.7311 2020-07-24 18:58:56,867 - mmaction - INFO - Epoch [36][820/940] lr: 1.000e-02, eta: 13:04:47, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5930, top5_acc: 0.8084, loss_cls: 1.7286, loss: 1.7286, grad_norm: 4.7252 2020-07-24 18:59:09,461 - mmaction - INFO - Epoch [36][840/940] lr: 1.000e-02, eta: 13:04:26, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6004, top5_acc: 0.8166, loss_cls: 1.6531, loss: 1.6531, grad_norm: 4.6060 2020-07-24 18:59:22,076 - mmaction - INFO - Epoch [36][860/940] lr: 1.000e-02, eta: 13:04:05, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.5902, top5_acc: 0.8102, loss_cls: 1.7042, loss: 1.7042, grad_norm: 4.6860 2020-07-24 18:59:34,549 - mmaction - INFO - Epoch [36][880/940] lr: 1.000e-02, eta: 13:03:44, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5926, top5_acc: 0.8063, loss_cls: 1.7240, loss: 1.7240, grad_norm: 4.6857 2020-07-24 18:59:46,562 - mmaction - INFO - Epoch [36][900/940] lr: 1.000e-02, eta: 13:03:22, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6113, top5_acc: 0.8180, loss_cls: 1.6338, loss: 1.6338, grad_norm: 4.5637 2020-07-24 18:59:58,233 - mmaction - INFO - Epoch [36][920/940] lr: 1.000e-02, eta: 13:02:59, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8219, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.6189 2020-07-24 19:00:09,355 - mmaction - INFO - Epoch [36][940/940] lr: 1.000e-02, eta: 13:02:35, time: 0.556, data_time: 0.002, memory: 8344, top1_acc: 0.5982, top5_acc: 0.8148, loss_cls: 1.6721, loss: 1.6721, grad_norm: 4.7293 2020-07-24 19:02:45,662 - mmaction - INFO - Epoch [37][20/940] lr: 1.000e-02, eta: 13:06:12, time: 7.307, data_time: 6.632, memory: 8344, top1_acc: 0.6014, top5_acc: 0.8244, loss_cls: 1.6286, loss: 1.6286, grad_norm: 4.6719 2020-07-24 19:02:58,339 - mmaction - INFO - Epoch [37][40/940] lr: 1.000e-02, eta: 13:05:51, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.6182, top5_acc: 0.8244, loss_cls: 1.5930, loss: 1.5930, grad_norm: 4.5702 2020-07-24 19:03:09,960 - mmaction - INFO - Epoch [37][60/940] lr: 1.000e-02, eta: 13:05:28, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6139, top5_acc: 0.8121, loss_cls: 1.6312, loss: 1.6312, grad_norm: 4.5984 2020-07-24 19:03:21,634 - mmaction - INFO - Epoch [37][80/940] lr: 1.000e-02, eta: 13:05:05, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6078, top5_acc: 0.8229, loss_cls: 1.6372, loss: 1.6372, grad_norm: 4.6461 2020-07-24 19:03:34,336 - mmaction - INFO - Epoch [37][100/940] lr: 1.000e-02, eta: 13:04:44, time: 0.635, data_time: 0.001, memory: 8344, top1_acc: 0.6094, top5_acc: 0.8201, loss_cls: 1.6452, loss: 1.6452, grad_norm: 4.5607 2020-07-24 19:03:46,783 - mmaction - INFO - Epoch [37][120/940] lr: 1.000e-02, eta: 13:04:23, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6035, top5_acc: 0.8238, loss_cls: 1.6139, loss: 1.6139, grad_norm: 4.5513 2020-07-24 19:03:58,617 - mmaction - INFO - Epoch [37][140/940] lr: 1.000e-02, eta: 13:04:00, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6133, top5_acc: 0.8176, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.6042 2020-07-24 19:04:11,270 - mmaction - INFO - Epoch [37][160/940] lr: 1.000e-02, eta: 13:03:39, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6050, loss: 1.6050, grad_norm: 4.5670 2020-07-24 19:04:23,029 - mmaction - INFO - Epoch [37][180/940] lr: 1.000e-02, eta: 13:03:17, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6014, top5_acc: 0.8201, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.6805 2020-07-24 19:04:34,893 - mmaction - INFO - Epoch [37][200/940] lr: 1.000e-02, eta: 13:02:54, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6045, top5_acc: 0.8193, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.6401 2020-07-24 19:04:46,682 - mmaction - INFO - Epoch [37][220/940] lr: 1.000e-02, eta: 13:02:32, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6014, top5_acc: 0.8162, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.7343 2020-07-24 19:04:59,568 - mmaction - INFO - Epoch [37][240/940] lr: 1.000e-02, eta: 13:02:11, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.5941, top5_acc: 0.8168, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.7094 2020-07-24 19:05:11,251 - mmaction - INFO - Epoch [37][260/940] lr: 1.000e-02, eta: 13:01:49, time: 0.589, data_time: 0.007, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8176, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.5596 2020-07-24 19:05:23,754 - mmaction - INFO - Epoch [37][280/940] lr: 1.000e-02, eta: 13:01:27, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6143, top5_acc: 0.8201, loss_cls: 1.6193, loss: 1.6193, grad_norm: 4.5908 2020-07-24 19:05:36,230 - mmaction - INFO - Epoch [37][300/940] lr: 1.000e-02, eta: 13:01:06, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8035, loss_cls: 1.7122, loss: 1.7122, grad_norm: 4.6886 2020-07-24 19:05:48,349 - mmaction - INFO - Epoch [37][320/940] lr: 1.000e-02, eta: 13:00:44, time: 0.606, data_time: 0.003, memory: 8344, top1_acc: 0.6008, top5_acc: 0.8127, loss_cls: 1.6705, loss: 1.6705, grad_norm: 4.6794 2020-07-24 19:06:00,814 - mmaction - INFO - Epoch [37][340/940] lr: 1.000e-02, eta: 13:00:23, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.5980, top5_acc: 0.8168, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.5959 2020-07-24 19:06:12,558 - mmaction - INFO - Epoch [37][360/940] lr: 1.000e-02, eta: 13:00:01, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6023, top5_acc: 0.8174, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.6403 2020-07-24 19:06:24,338 - mmaction - INFO - Epoch [37][380/940] lr: 1.000e-02, eta: 12:59:38, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5996, top5_acc: 0.8193, loss_cls: 1.6450, loss: 1.6450, grad_norm: 4.6286 2020-07-24 19:06:36,158 - mmaction - INFO - Epoch [37][400/940] lr: 1.000e-02, eta: 12:59:16, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5955, top5_acc: 0.8135, loss_cls: 1.6686, loss: 1.6686, grad_norm: 4.6267 2020-07-24 19:06:48,662 - mmaction - INFO - Epoch [37][420/940] lr: 1.000e-02, eta: 12:58:55, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6125, top5_acc: 0.8215, loss_cls: 1.6015, loss: 1.6015, grad_norm: 4.5366 2020-07-24 19:07:00,565 - mmaction - INFO - Epoch [37][440/940] lr: 1.000e-02, eta: 12:58:32, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6092, top5_acc: 0.8252, loss_cls: 1.6054, loss: 1.6054, grad_norm: 4.6303 2020-07-24 19:07:12,519 - mmaction - INFO - Epoch [37][460/940] lr: 1.000e-02, eta: 12:58:10, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5936, top5_acc: 0.8166, loss_cls: 1.6699, loss: 1.6699, grad_norm: 4.6715 2020-07-24 19:07:24,923 - mmaction - INFO - Epoch [37][480/940] lr: 1.000e-02, eta: 12:57:49, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6000, top5_acc: 0.8232, loss_cls: 1.6583, loss: 1.6583, grad_norm: 4.7584 2020-07-24 19:07:37,214 - mmaction - INFO - Epoch [37][500/940] lr: 1.000e-02, eta: 12:57:28, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.5967, top5_acc: 0.8123, loss_cls: 1.7017, loss: 1.7017, grad_norm: 4.7504 2020-07-24 19:07:49,695 - mmaction - INFO - Epoch [37][520/940] lr: 1.000e-02, eta: 12:57:07, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.6033, top5_acc: 0.8127, loss_cls: 1.6710, loss: 1.6710, grad_norm: 4.6911 2020-07-24 19:08:01,571 - mmaction - INFO - Epoch [37][540/940] lr: 1.000e-02, eta: 12:56:44, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.5947, top5_acc: 0.8072, loss_cls: 1.6935, loss: 1.6935, grad_norm: 4.6578 2020-07-24 19:08:13,304 - mmaction - INFO - Epoch [37][560/940] lr: 1.000e-02, eta: 12:56:22, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6027, top5_acc: 0.8195, loss_cls: 1.6532, loss: 1.6532, grad_norm: 4.6726 2020-07-24 19:08:25,983 - mmaction - INFO - Epoch [37][580/940] lr: 1.000e-02, eta: 12:56:01, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6029, top5_acc: 0.8205, loss_cls: 1.6380, loss: 1.6380, grad_norm: 4.6071 2020-07-24 19:08:37,845 - mmaction - INFO - Epoch [37][600/940] lr: 1.000e-02, eta: 12:55:39, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.5928, top5_acc: 0.8082, loss_cls: 1.7028, loss: 1.7028, grad_norm: 4.7622 2020-07-24 19:08:49,683 - mmaction - INFO - Epoch [37][620/940] lr: 1.000e-02, eta: 12:55:17, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6045, top5_acc: 0.8219, loss_cls: 1.6354, loss: 1.6354, grad_norm: 4.5921 2020-07-24 19:09:02,181 - mmaction - INFO - Epoch [37][640/940] lr: 1.000e-02, eta: 12:54:56, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6039, top5_acc: 0.8229, loss_cls: 1.6154, loss: 1.6154, grad_norm: 4.6449 2020-07-24 19:09:13,857 - mmaction - INFO - Epoch [37][660/940] lr: 1.000e-02, eta: 12:54:33, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6041, top5_acc: 0.8148, loss_cls: 1.6686, loss: 1.6686, grad_norm: 4.7789 2020-07-24 19:09:25,684 - mmaction - INFO - Epoch [37][680/940] lr: 1.000e-02, eta: 12:54:11, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.5959, top5_acc: 0.8068, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.6995 2020-07-24 19:09:37,428 - mmaction - INFO - Epoch [37][700/940] lr: 1.000e-02, eta: 12:53:49, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6096, top5_acc: 0.8275, loss_cls: 1.6251, loss: 1.6251, grad_norm: 4.6648 2020-07-24 19:09:49,233 - mmaction - INFO - Epoch [37][720/940] lr: 1.000e-02, eta: 12:53:27, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5975, top5_acc: 0.8197, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.6668 2020-07-24 19:10:01,144 - mmaction - INFO - Epoch [37][740/940] lr: 1.000e-02, eta: 12:53:05, time: 0.595, data_time: 0.005, memory: 8344, top1_acc: 0.5910, top5_acc: 0.8111, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.7277 2020-07-24 19:10:12,843 - mmaction - INFO - Epoch [37][760/940] lr: 1.000e-02, eta: 12:52:43, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.5998, top5_acc: 0.8109, loss_cls: 1.6666, loss: 1.6666, grad_norm: 4.7639 2020-07-24 19:10:24,568 - mmaction - INFO - Epoch [37][780/940] lr: 1.000e-02, eta: 12:52:20, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.6193, top5_acc: 0.8275, loss_cls: 1.5856, loss: 1.5856, grad_norm: 4.4844 2020-07-24 19:10:37,232 - mmaction - INFO - Epoch [37][800/940] lr: 1.000e-02, eta: 12:52:00, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6102, top5_acc: 0.8166, loss_cls: 1.6512, loss: 1.6512, grad_norm: 4.7015 2020-07-24 19:10:49,140 - mmaction - INFO - Epoch [37][820/940] lr: 1.000e-02, eta: 12:51:38, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.5916, top5_acc: 0.8092, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.6760 2020-07-24 19:11:01,009 - mmaction - INFO - Epoch [37][840/940] lr: 1.000e-02, eta: 12:51:16, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.5982, top5_acc: 0.8189, loss_cls: 1.6610, loss: 1.6610, grad_norm: 4.7264 2020-07-24 19:11:13,555 - mmaction - INFO - Epoch [37][860/940] lr: 1.000e-02, eta: 12:50:55, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.5908, top5_acc: 0.8068, loss_cls: 1.7230, loss: 1.7230, grad_norm: 4.6795 2020-07-24 19:11:26,163 - mmaction - INFO - Epoch [37][880/940] lr: 1.000e-02, eta: 12:50:34, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6086, top5_acc: 0.8189, loss_cls: 1.6442, loss: 1.6442, grad_norm: 4.6218 2020-07-24 19:11:37,942 - mmaction - INFO - Epoch [37][900/940] lr: 1.000e-02, eta: 12:50:12, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5986, top5_acc: 0.8193, loss_cls: 1.6634, loss: 1.6634, grad_norm: 4.7547 2020-07-24 19:11:49,734 - mmaction - INFO - Epoch [37][920/940] lr: 1.000e-02, eta: 12:49:50, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.5943, top5_acc: 0.8092, loss_cls: 1.6903, loss: 1.6903, grad_norm: 4.6920 2020-07-24 19:12:00,908 - mmaction - INFO - Epoch [37][940/940] lr: 1.000e-02, eta: 12:49:27, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.5967, top5_acc: 0.8232, loss_cls: 1.6425, loss: 1.6425, grad_norm: 4.7004 2020-07-24 19:14:04,693 - mmaction - INFO - Epoch [38][20/940] lr: 1.000e-02, eta: 12:52:09, time: 5.993, data_time: 5.273, memory: 8344, top1_acc: 0.6135, top5_acc: 0.8229, loss_cls: 1.6085, loss: 1.6085, grad_norm: 4.5454 2020-07-24 19:14:16,289 - mmaction - INFO - Epoch [38][40/940] lr: 1.000e-02, eta: 12:51:46, time: 0.581, data_time: 0.003, memory: 8344, top1_acc: 0.6211, top5_acc: 0.8232, loss_cls: 1.6134, loss: 1.6134, grad_norm: 4.5435 2020-07-24 19:14:29,006 - mmaction - INFO - Epoch [38][60/940] lr: 1.000e-02, eta: 12:51:26, time: 0.636, data_time: 0.004, memory: 8344, top1_acc: 0.6178, top5_acc: 0.8287, loss_cls: 1.5758, loss: 1.5758, grad_norm: 4.6188 2020-07-24 19:14:40,795 - mmaction - INFO - Epoch [38][80/940] lr: 1.000e-02, eta: 12:51:03, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6344, loss: 1.6344, grad_norm: 4.6391 2020-07-24 19:14:52,621 - mmaction - INFO - Epoch [38][100/940] lr: 1.000e-02, eta: 12:50:41, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6100, top5_acc: 0.8242, loss_cls: 1.6279, loss: 1.6279, grad_norm: 4.6429 2020-07-24 19:15:05,219 - mmaction - INFO - Epoch [38][120/940] lr: 1.000e-02, eta: 12:50:20, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.6117, top5_acc: 0.8277, loss_cls: 1.5926, loss: 1.5926, grad_norm: 4.5241 2020-07-24 19:15:17,763 - mmaction - INFO - Epoch [38][140/940] lr: 1.000e-02, eta: 12:50:00, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.6158, top5_acc: 0.8262, loss_cls: 1.6019, loss: 1.6019, grad_norm: 4.5810 2020-07-24 19:15:29,592 - mmaction - INFO - Epoch [38][160/940] lr: 1.000e-02, eta: 12:49:37, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6178, top5_acc: 0.8262, loss_cls: 1.5915, loss: 1.5915, grad_norm: 4.6380 2020-07-24 19:15:41,265 - mmaction - INFO - Epoch [38][180/940] lr: 1.000e-02, eta: 12:49:15, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6098, top5_acc: 0.8182, loss_cls: 1.6248, loss: 1.6248, grad_norm: 4.6155 2020-07-24 19:15:54,015 - mmaction - INFO - Epoch [38][200/940] lr: 1.000e-02, eta: 12:48:55, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.6219, top5_acc: 0.8326, loss_cls: 1.5621, loss: 1.5621, grad_norm: 4.5149 2020-07-24 19:16:05,782 - mmaction - INFO - Epoch [38][220/940] lr: 1.000e-02, eta: 12:48:32, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6158, top5_acc: 0.8256, loss_cls: 1.5926, loss: 1.5926, grad_norm: 4.5516 2020-07-24 19:16:18,403 - mmaction - INFO - Epoch [38][240/940] lr: 1.000e-02, eta: 12:48:12, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.6143, top5_acc: 0.8219, loss_cls: 1.6214, loss: 1.6214, grad_norm: 4.6619 2020-07-24 19:16:30,080 - mmaction - INFO - Epoch [38][260/940] lr: 1.000e-02, eta: 12:47:49, time: 0.590, data_time: 0.008, memory: 8344, top1_acc: 0.6119, top5_acc: 0.8199, loss_cls: 1.6222, loss: 1.6222, grad_norm: 4.5701 2020-07-24 19:16:42,757 - mmaction - INFO - Epoch [38][280/940] lr: 1.000e-02, eta: 12:47:29, time: 0.634, data_time: 0.001, memory: 8344, top1_acc: 0.6186, top5_acc: 0.8291, loss_cls: 1.5953, loss: 1.5953, grad_norm: 4.6812 2020-07-24 19:16:55,168 - mmaction - INFO - Epoch [38][300/940] lr: 1.000e-02, eta: 12:47:08, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6064, top5_acc: 0.8211, loss_cls: 1.6369, loss: 1.6369, grad_norm: 4.7641 2020-07-24 19:17:07,794 - mmaction - INFO - Epoch [38][320/940] lr: 1.000e-02, eta: 12:46:47, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.6027, top5_acc: 0.8158, loss_cls: 1.6494, loss: 1.6494, grad_norm: 4.7469 2020-07-24 19:17:19,705 - mmaction - INFO - Epoch [38][340/940] lr: 1.000e-02, eta: 12:46:25, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6035, top5_acc: 0.8232, loss_cls: 1.6413, loss: 1.6413, grad_norm: 4.5947 2020-07-24 19:17:32,176 - mmaction - INFO - Epoch [38][360/940] lr: 1.000e-02, eta: 12:46:04, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6023, top5_acc: 0.8156, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.6376 2020-07-24 19:17:44,128 - mmaction - INFO - Epoch [38][380/940] lr: 1.000e-02, eta: 12:45:43, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6031, top5_acc: 0.8184, loss_cls: 1.6526, loss: 1.6526, grad_norm: 4.6450 2020-07-24 19:17:55,968 - mmaction - INFO - Epoch [38][400/940] lr: 1.000e-02, eta: 12:45:21, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6150, top5_acc: 0.8221, loss_cls: 1.6215, loss: 1.6215, grad_norm: 4.6708 2020-07-24 19:18:07,779 - mmaction - INFO - Epoch [38][420/940] lr: 1.000e-02, eta: 12:44:59, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6006, top5_acc: 0.8160, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.6275 2020-07-24 19:18:20,641 - mmaction - INFO - Epoch [38][440/940] lr: 1.000e-02, eta: 12:44:39, time: 0.644, data_time: 0.002, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8105, loss_cls: 1.6832, loss: 1.6832, grad_norm: 4.6716 2020-07-24 19:18:32,335 - mmaction - INFO - Epoch [38][460/940] lr: 1.000e-02, eta: 12:44:16, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.5953, top5_acc: 0.8076, loss_cls: 1.6851, loss: 1.6851, grad_norm: 4.7439 2020-07-24 19:18:44,082 - mmaction - INFO - Epoch [38][480/940] lr: 1.000e-02, eta: 12:43:54, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6082, top5_acc: 0.8182, loss_cls: 1.6440, loss: 1.6440, grad_norm: 4.6538 2020-07-24 19:18:55,864 - mmaction - INFO - Epoch [38][500/940] lr: 1.000e-02, eta: 12:43:32, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6188, top5_acc: 0.8262, loss_cls: 1.6197, loss: 1.6197, grad_norm: 4.6242 2020-07-24 19:19:08,721 - mmaction - INFO - Epoch [38][520/940] lr: 1.000e-02, eta: 12:43:12, time: 0.640, data_time: 0.003, memory: 8344, top1_acc: 0.6070, top5_acc: 0.8217, loss_cls: 1.6415, loss: 1.6415, grad_norm: 4.6853 2020-07-24 19:19:20,529 - mmaction - INFO - Epoch [38][540/940] lr: 1.000e-02, eta: 12:42:50, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6818, loss: 1.6818, grad_norm: 4.7867 2020-07-24 19:19:32,243 - mmaction - INFO - Epoch [38][560/940] lr: 1.000e-02, eta: 12:42:28, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.6086, top5_acc: 0.8217, loss_cls: 1.6453, loss: 1.6453, grad_norm: 4.6643 2020-07-24 19:19:44,094 - mmaction - INFO - Epoch [38][580/940] lr: 1.000e-02, eta: 12:42:06, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6143, top5_acc: 0.8221, loss_cls: 1.6086, loss: 1.6086, grad_norm: 4.6645 2020-07-24 19:19:56,927 - mmaction - INFO - Epoch [38][600/940] lr: 1.000e-02, eta: 12:41:46, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.6148, top5_acc: 0.8215, loss_cls: 1.6203, loss: 1.6203, grad_norm: 4.6528 2020-07-24 19:20:08,758 - mmaction - INFO - Epoch [38][620/940] lr: 1.000e-02, eta: 12:41:25, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6070, top5_acc: 0.8178, loss_cls: 1.6522, loss: 1.6522, grad_norm: 4.7266 2020-07-24 19:20:20,617 - mmaction - INFO - Epoch [38][640/940] lr: 1.000e-02, eta: 12:41:03, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6117, top5_acc: 0.8129, loss_cls: 1.6697, loss: 1.6697, grad_norm: 4.7341 2020-07-24 19:20:33,113 - mmaction - INFO - Epoch [38][660/940] lr: 1.000e-02, eta: 12:40:42, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6133, top5_acc: 0.8213, loss_cls: 1.6109, loss: 1.6109, grad_norm: 4.5561 2020-07-24 19:20:44,999 - mmaction - INFO - Epoch [38][680/940] lr: 1.000e-02, eta: 12:40:20, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6066, top5_acc: 0.8137, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.6296 2020-07-24 19:20:57,590 - mmaction - INFO - Epoch [38][700/940] lr: 1.000e-02, eta: 12:40:00, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6061, top5_acc: 0.8270, loss_cls: 1.6592, loss: 1.6592, grad_norm: 4.7029 2020-07-24 19:21:10,333 - mmaction - INFO - Epoch [38][720/940] lr: 1.000e-02, eta: 12:39:40, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6016, top5_acc: 0.8076, loss_cls: 1.6799, loss: 1.6799, grad_norm: 4.7304 2020-07-24 19:21:22,140 - mmaction - INFO - Epoch [38][740/940] lr: 1.000e-02, eta: 12:39:18, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6121, top5_acc: 0.8186, loss_cls: 1.6451, loss: 1.6451, grad_norm: 4.6203 2020-07-24 19:21:34,750 - mmaction - INFO - Epoch [38][760/940] lr: 1.000e-02, eta: 12:38:57, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6113, top5_acc: 0.8189, loss_cls: 1.6422, loss: 1.6422, grad_norm: 4.6699 2020-07-24 19:21:47,304 - mmaction - INFO - Epoch [38][780/940] lr: 1.000e-02, eta: 12:38:37, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6061, top5_acc: 0.8195, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.7040 2020-07-24 19:21:59,823 - mmaction - INFO - Epoch [38][800/940] lr: 1.000e-02, eta: 12:38:16, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6037, top5_acc: 0.8127, loss_cls: 1.6632, loss: 1.6632, grad_norm: 4.6189 2020-07-24 19:22:11,501 - mmaction - INFO - Epoch [38][820/940] lr: 1.000e-02, eta: 12:37:54, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6037, top5_acc: 0.8154, loss_cls: 1.6453, loss: 1.6453, grad_norm: 4.6416 2020-07-24 19:22:24,079 - mmaction - INFO - Epoch [38][840/940] lr: 1.000e-02, eta: 12:37:34, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.6025, top5_acc: 0.8162, loss_cls: 1.6655, loss: 1.6655, grad_norm: 4.7015 2020-07-24 19:22:36,610 - mmaction - INFO - Epoch [38][860/940] lr: 1.000e-02, eta: 12:37:13, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.5967, top5_acc: 0.8076, loss_cls: 1.6920, loss: 1.6920, grad_norm: 4.6996 2020-07-24 19:22:49,313 - mmaction - INFO - Epoch [38][880/940] lr: 1.000e-02, eta: 12:36:53, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.5996, top5_acc: 0.8066, loss_cls: 1.6841, loss: 1.6841, grad_norm: 4.6412 2020-07-24 19:23:00,936 - mmaction - INFO - Epoch [38][900/940] lr: 1.000e-02, eta: 12:36:31, time: 0.582, data_time: 0.003, memory: 8344, top1_acc: 0.5982, top5_acc: 0.8143, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.7143 2020-07-24 19:23:12,698 - mmaction - INFO - Epoch [38][920/940] lr: 1.000e-02, eta: 12:36:09, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.5963, top5_acc: 0.8135, loss_cls: 1.6638, loss: 1.6638, grad_norm: 4.6665 2020-07-24 19:23:23,823 - mmaction - INFO - Epoch [38][940/940] lr: 1.000e-02, eta: 12:35:46, time: 0.556, data_time: 0.002, memory: 8344, top1_acc: 0.6069, top5_acc: 0.8167, loss_cls: 1.6453, loss: 1.6453, grad_norm: 4.7784 2020-07-24 19:25:41,915 - mmaction - INFO - Epoch [39][20/940] lr: 1.000e-02, eta: 12:38:42, time: 6.653, data_time: 5.919, memory: 8344, top1_acc: 0.5994, top5_acc: 0.8160, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.6703 2020-07-24 19:25:54,939 - mmaction - INFO - Epoch [39][40/940] lr: 1.000e-02, eta: 12:38:22, time: 0.649, data_time: 0.003, memory: 8344, top1_acc: 0.6178, top5_acc: 0.8209, loss_cls: 1.5882, loss: 1.5882, grad_norm: 4.5104 2020-07-24 19:26:06,881 - mmaction - INFO - Epoch [39][60/940] lr: 1.000e-02, eta: 12:38:01, time: 0.599, data_time: 0.005, memory: 8344, top1_acc: 0.6160, top5_acc: 0.8332, loss_cls: 1.5483, loss: 1.5483, grad_norm: 4.5716 2020-07-24 19:26:19,437 - mmaction - INFO - Epoch [39][80/940] lr: 1.000e-02, eta: 12:37:40, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6113, top5_acc: 0.8309, loss_cls: 1.5992, loss: 1.5992, grad_norm: 4.6618 2020-07-24 19:26:31,888 - mmaction - INFO - Epoch [39][100/940] lr: 1.000e-02, eta: 12:37:19, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.6235, loss: 1.6235, grad_norm: 4.6409 2020-07-24 19:26:43,653 - mmaction - INFO - Epoch [39][120/940] lr: 1.000e-02, eta: 12:36:57, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6150, top5_acc: 0.8256, loss_cls: 1.6075, loss: 1.6075, grad_norm: 4.6350 2020-07-24 19:26:55,429 - mmaction - INFO - Epoch [39][140/940] lr: 1.000e-02, eta: 12:36:36, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6232, top5_acc: 0.8256, loss_cls: 1.5817, loss: 1.5817, grad_norm: 4.5275 2020-07-24 19:27:07,093 - mmaction - INFO - Epoch [39][160/940] lr: 1.000e-02, eta: 12:36:14, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6053, top5_acc: 0.8238, loss_cls: 1.6128, loss: 1.6128, grad_norm: 4.6487 2020-07-24 19:27:19,651 - mmaction - INFO - Epoch [39][180/940] lr: 1.000e-02, eta: 12:35:53, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6205, top5_acc: 0.8283, loss_cls: 1.5689, loss: 1.5689, grad_norm: 4.5958 2020-07-24 19:27:31,389 - mmaction - INFO - Epoch [39][200/940] lr: 1.000e-02, eta: 12:35:31, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6043, top5_acc: 0.8221, loss_cls: 1.6579, loss: 1.6579, grad_norm: 4.7860 2020-07-24 19:27:43,797 - mmaction - INFO - Epoch [39][220/940] lr: 1.000e-02, eta: 12:35:10, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6197, top5_acc: 0.8285, loss_cls: 1.5814, loss: 1.5814, grad_norm: 4.6250 2020-07-24 19:27:56,406 - mmaction - INFO - Epoch [39][240/940] lr: 1.000e-02, eta: 12:34:50, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6127, top5_acc: 0.8207, loss_cls: 1.6191, loss: 1.6191, grad_norm: 4.6396 2020-07-24 19:28:08,124 - mmaction - INFO - Epoch [39][260/940] lr: 1.000e-02, eta: 12:34:28, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6113, top5_acc: 0.8180, loss_cls: 1.6289, loss: 1.6289, grad_norm: 4.6539 2020-07-24 19:28:20,788 - mmaction - INFO - Epoch [39][280/940] lr: 1.000e-02, eta: 12:34:08, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6105, top5_acc: 0.8254, loss_cls: 1.6312, loss: 1.6312, grad_norm: 4.6111 2020-07-24 19:28:33,495 - mmaction - INFO - Epoch [39][300/940] lr: 1.000e-02, eta: 12:33:47, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.6178, top5_acc: 0.8209, loss_cls: 1.5934, loss: 1.5934, grad_norm: 4.6062 2020-07-24 19:28:46,147 - mmaction - INFO - Epoch [39][320/940] lr: 1.000e-02, eta: 12:33:27, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.5965, top5_acc: 0.8176, loss_cls: 1.6557, loss: 1.6557, grad_norm: 4.7780 2020-07-24 19:28:58,045 - mmaction - INFO - Epoch [39][340/940] lr: 1.000e-02, eta: 12:33:06, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6105, top5_acc: 0.8250, loss_cls: 1.5935, loss: 1.5935, grad_norm: 4.6831 2020-07-24 19:29:10,474 - mmaction - INFO - Epoch [39][360/940] lr: 1.000e-02, eta: 12:32:45, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6096, top5_acc: 0.8240, loss_cls: 1.6135, loss: 1.6135, grad_norm: 4.6904 2020-07-24 19:29:22,489 - mmaction - INFO - Epoch [39][380/940] lr: 1.000e-02, eta: 12:32:24, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6074, top5_acc: 0.8240, loss_cls: 1.6446, loss: 1.6446, grad_norm: 4.6724 2020-07-24 19:29:35,145 - mmaction - INFO - Epoch [39][400/940] lr: 1.000e-02, eta: 12:32:03, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6061, top5_acc: 0.8074, loss_cls: 1.6846, loss: 1.6846, grad_norm: 4.7071 2020-07-24 19:29:47,095 - mmaction - INFO - Epoch [39][420/940] lr: 1.000e-02, eta: 12:31:42, time: 0.599, data_time: 0.004, memory: 8344, top1_acc: 0.6199, top5_acc: 0.8230, loss_cls: 1.6026, loss: 1.6026, grad_norm: 4.6528 2020-07-24 19:29:59,674 - mmaction - INFO - Epoch [39][440/940] lr: 1.000e-02, eta: 12:31:21, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6100, top5_acc: 0.8236, loss_cls: 1.6175, loss: 1.6175, grad_norm: 4.7032 2020-07-24 19:30:11,509 - mmaction - INFO - Epoch [39][460/940] lr: 1.000e-02, eta: 12:31:00, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6111, top5_acc: 0.8232, loss_cls: 1.6228, loss: 1.6228, grad_norm: 4.6989 2020-07-24 19:30:24,276 - mmaction - INFO - Epoch [39][480/940] lr: 1.000e-02, eta: 12:30:40, time: 0.639, data_time: 0.003, memory: 8344, top1_acc: 0.6082, top5_acc: 0.8213, loss_cls: 1.6497, loss: 1.6497, grad_norm: 4.7030 2020-07-24 19:30:36,834 - mmaction - INFO - Epoch [39][500/940] lr: 1.000e-02, eta: 12:30:19, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6137, top5_acc: 0.8229, loss_cls: 1.6290, loss: 1.6290, grad_norm: 4.6607 2020-07-24 19:30:48,648 - mmaction - INFO - Epoch [39][520/940] lr: 1.000e-02, eta: 12:29:58, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6105, top5_acc: 0.8193, loss_cls: 1.6185, loss: 1.6185, grad_norm: 4.5643 2020-07-24 19:31:00,370 - mmaction - INFO - Epoch [39][540/940] lr: 1.000e-02, eta: 12:29:36, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6072, top5_acc: 0.8219, loss_cls: 1.6503, loss: 1.6503, grad_norm: 4.7080 2020-07-24 19:31:12,134 - mmaction - INFO - Epoch [39][560/940] lr: 1.000e-02, eta: 12:29:14, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6170, top5_acc: 0.8240, loss_cls: 1.6117, loss: 1.6117, grad_norm: 4.5606 2020-07-24 19:31:24,543 - mmaction - INFO - Epoch [39][580/940] lr: 1.000e-02, eta: 12:28:54, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.5988, top5_acc: 0.8076, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.6814 2020-07-24 19:31:36,256 - mmaction - INFO - Epoch [39][600/940] lr: 1.000e-02, eta: 12:28:32, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6107, top5_acc: 0.8268, loss_cls: 1.6299, loss: 1.6299, grad_norm: 4.5791 2020-07-24 19:31:48,044 - mmaction - INFO - Epoch [39][620/940] lr: 1.000e-02, eta: 12:28:10, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6143, top5_acc: 0.8217, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.5961 2020-07-24 19:31:59,803 - mmaction - INFO - Epoch [39][640/940] lr: 1.000e-02, eta: 12:27:49, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6129, top5_acc: 0.8219, loss_cls: 1.6055, loss: 1.6055, grad_norm: 4.6134 2020-07-24 19:32:12,459 - mmaction - INFO - Epoch [39][660/940] lr: 1.000e-02, eta: 12:27:29, time: 0.632, data_time: 0.001, memory: 8344, top1_acc: 0.6133, top5_acc: 0.8232, loss_cls: 1.6239, loss: 1.6239, grad_norm: 4.6735 2020-07-24 19:32:24,163 - mmaction - INFO - Epoch [39][680/940] lr: 1.000e-02, eta: 12:27:07, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.6178, top5_acc: 0.8238, loss_cls: 1.5958, loss: 1.5958, grad_norm: 4.5515 2020-07-24 19:32:37,023 - mmaction - INFO - Epoch [39][700/940] lr: 1.000e-02, eta: 12:26:47, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.6166, top5_acc: 0.8113, loss_cls: 1.6448, loss: 1.6448, grad_norm: 4.6330 2020-07-24 19:32:48,764 - mmaction - INFO - Epoch [39][720/940] lr: 1.000e-02, eta: 12:26:26, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6064, top5_acc: 0.8172, loss_cls: 1.6522, loss: 1.6522, grad_norm: 4.7084 2020-07-24 19:33:01,355 - mmaction - INFO - Epoch [39][740/940] lr: 1.000e-02, eta: 12:26:05, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.6020, top5_acc: 0.8131, loss_cls: 1.6437, loss: 1.6437, grad_norm: 4.6290 2020-07-24 19:33:13,237 - mmaction - INFO - Epoch [39][760/940] lr: 1.000e-02, eta: 12:25:44, time: 0.595, data_time: 0.009, memory: 8344, top1_acc: 0.6105, top5_acc: 0.8207, loss_cls: 1.6397, loss: 1.6397, grad_norm: 4.6334 2020-07-24 19:33:25,905 - mmaction - INFO - Epoch [39][780/940] lr: 1.000e-02, eta: 12:25:24, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.5898, top5_acc: 0.8176, loss_cls: 1.6697, loss: 1.6697, grad_norm: 4.7445 2020-07-24 19:33:37,740 - mmaction - INFO - Epoch [39][800/940] lr: 1.000e-02, eta: 12:25:02, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6082, top5_acc: 0.8170, loss_cls: 1.6466, loss: 1.6466, grad_norm: 4.5322 2020-07-24 19:33:50,485 - mmaction - INFO - Epoch [39][820/940] lr: 1.000e-02, eta: 12:24:42, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6080, top5_acc: 0.8191, loss_cls: 1.6454, loss: 1.6454, grad_norm: 4.6730 2020-07-24 19:34:02,258 - mmaction - INFO - Epoch [39][840/940] lr: 1.000e-02, eta: 12:24:21, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.5945, top5_acc: 0.8164, loss_cls: 1.6563, loss: 1.6563, grad_norm: 4.6638 2020-07-24 19:34:14,007 - mmaction - INFO - Epoch [39][860/940] lr: 1.000e-02, eta: 12:23:59, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6051, top5_acc: 0.8178, loss_cls: 1.6380, loss: 1.6380, grad_norm: 4.6263 2020-07-24 19:34:25,905 - mmaction - INFO - Epoch [39][880/940] lr: 1.000e-02, eta: 12:23:38, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6109, top5_acc: 0.8205, loss_cls: 1.6292, loss: 1.6292, grad_norm: 4.5933 2020-07-24 19:34:38,522 - mmaction - INFO - Epoch [39][900/940] lr: 1.000e-02, eta: 12:23:18, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.6121, top5_acc: 0.8215, loss_cls: 1.6352, loss: 1.6352, grad_norm: 4.7090 2020-07-24 19:34:50,324 - mmaction - INFO - Epoch [39][920/940] lr: 1.000e-02, eta: 12:22:57, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.5904, top5_acc: 0.8213, loss_cls: 1.6509, loss: 1.6509, grad_norm: 4.7228 2020-07-24 19:35:01,452 - mmaction - INFO - Epoch [39][940/940] lr: 1.000e-02, eta: 12:22:34, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.6152, top5_acc: 0.8232, loss_cls: 1.6070, loss: 1.6070, grad_norm: 4.7084 2020-07-24 19:37:52,177 - mmaction - INFO - Epoch [40][20/940] lr: 1.000e-02, eta: 12:26:10, time: 8.180, data_time: 7.310, memory: 8344, top1_acc: 0.6158, top5_acc: 0.8209, loss_cls: 1.6102, loss: 1.6102, grad_norm: 4.7166 2020-07-24 19:38:03,958 - mmaction - INFO - Epoch [40][40/940] lr: 1.000e-02, eta: 12:25:48, time: 0.592, data_time: 0.005, memory: 8344, top1_acc: 0.6283, top5_acc: 0.8324, loss_cls: 1.5504, loss: 1.5504, grad_norm: 4.5550 2020-07-24 19:38:16,563 - mmaction - INFO - Epoch [40][60/940] lr: 1.000e-02, eta: 12:25:28, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6135, top5_acc: 0.8355, loss_cls: 1.5829, loss: 1.5829, grad_norm: 4.6137 2020-07-24 19:38:28,377 - mmaction - INFO - Epoch [40][80/940] lr: 1.000e-02, eta: 12:25:07, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6283, top5_acc: 0.8318, loss_cls: 1.5383, loss: 1.5383, grad_norm: 4.5527 2020-07-24 19:38:40,094 - mmaction - INFO - Epoch [40][100/940] lr: 1.000e-02, eta: 12:24:45, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6197, top5_acc: 0.8270, loss_cls: 1.5745, loss: 1.5745, grad_norm: 4.5834 2020-07-24 19:38:51,844 - mmaction - INFO - Epoch [40][120/940] lr: 1.000e-02, eta: 12:24:23, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.6143, top5_acc: 0.8268, loss_cls: 1.6247, loss: 1.6247, grad_norm: 4.7031 2020-07-24 19:39:04,448 - mmaction - INFO - Epoch [40][140/940] lr: 1.000e-02, eta: 12:24:03, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.6174, top5_acc: 0.8314, loss_cls: 1.5831, loss: 1.5831, grad_norm: 4.6211 2020-07-24 19:39:16,265 - mmaction - INFO - Epoch [40][160/940] lr: 1.000e-02, eta: 12:23:42, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6086, top5_acc: 0.8232, loss_cls: 1.6291, loss: 1.6291, grad_norm: 4.5995 2020-07-24 19:39:28,867 - mmaction - INFO - Epoch [40][180/940] lr: 1.000e-02, eta: 12:23:21, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.6100, top5_acc: 0.8328, loss_cls: 1.5773, loss: 1.5773, grad_norm: 4.7023 2020-07-24 19:39:40,597 - mmaction - INFO - Epoch [40][200/940] lr: 1.000e-02, eta: 12:23:00, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.6174, top5_acc: 0.8268, loss_cls: 1.5974, loss: 1.5974, grad_norm: 4.6413 2020-07-24 19:39:53,218 - mmaction - INFO - Epoch [40][220/940] lr: 1.000e-02, eta: 12:22:39, time: 0.632, data_time: 0.004, memory: 8344, top1_acc: 0.6084, top5_acc: 0.8146, loss_cls: 1.6429, loss: 1.6429, grad_norm: 4.6981 2020-07-24 19:40:04,834 - mmaction - INFO - Epoch [40][240/940] lr: 1.000e-02, eta: 12:22:18, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.6041, top5_acc: 0.8123, loss_cls: 1.6478, loss: 1.6478, grad_norm: 4.7228 2020-07-24 19:40:16,471 - mmaction - INFO - Epoch [40][260/940] lr: 1.000e-02, eta: 12:21:56, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.6096, top5_acc: 0.8176, loss_cls: 1.6439, loss: 1.6439, grad_norm: 4.6929 2020-07-24 19:40:29,083 - mmaction - INFO - Epoch [40][280/940] lr: 1.000e-02, eta: 12:21:36, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6215, top5_acc: 0.8277, loss_cls: 1.5881, loss: 1.5881, grad_norm: 4.6505 2020-07-24 19:40:41,590 - mmaction - INFO - Epoch [40][300/940] lr: 1.000e-02, eta: 12:21:15, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.6119, top5_acc: 0.8193, loss_cls: 1.6409, loss: 1.6409, grad_norm: 4.6285 2020-07-24 19:40:53,639 - mmaction - INFO - Epoch [40][320/940] lr: 1.000e-02, eta: 12:20:54, time: 0.604, data_time: 0.004, memory: 8344, top1_acc: 0.6014, top5_acc: 0.8221, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.6785 2020-07-24 19:41:06,348 - mmaction - INFO - Epoch [40][340/940] lr: 1.000e-02, eta: 12:20:34, time: 0.635, data_time: 0.001, memory: 8344, top1_acc: 0.6119, top5_acc: 0.8271, loss_cls: 1.6002, loss: 1.6002, grad_norm: 4.7452 2020-07-24 19:41:18,244 - mmaction - INFO - Epoch [40][360/940] lr: 1.000e-02, eta: 12:20:13, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6193, top5_acc: 0.8275, loss_cls: 1.6100, loss: 1.6100, grad_norm: 4.7260 2020-07-24 19:41:30,740 - mmaction - INFO - Epoch [40][380/940] lr: 1.000e-02, eta: 12:19:53, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.6154, top5_acc: 0.8244, loss_cls: 1.6414, loss: 1.6414, grad_norm: 4.6993 2020-07-24 19:41:43,336 - mmaction - INFO - Epoch [40][400/940] lr: 1.000e-02, eta: 12:19:32, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6119, top5_acc: 0.8236, loss_cls: 1.6343, loss: 1.6343, grad_norm: 4.6720 2020-07-24 19:41:55,073 - mmaction - INFO - Epoch [40][420/940] lr: 1.000e-02, eta: 12:19:11, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6092, top5_acc: 0.8270, loss_cls: 1.6064, loss: 1.6064, grad_norm: 4.6859 2020-07-24 19:42:07,500 - mmaction - INFO - Epoch [40][440/940] lr: 1.000e-02, eta: 12:18:50, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.6049, top5_acc: 0.8174, loss_cls: 1.6652, loss: 1.6652, grad_norm: 4.7167 2020-07-24 19:42:19,311 - mmaction - INFO - Epoch [40][460/940] lr: 1.000e-02, eta: 12:18:29, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6047, loss: 1.6047, grad_norm: 4.6210 2020-07-24 19:42:31,834 - mmaction - INFO - Epoch [40][480/940] lr: 1.000e-02, eta: 12:18:09, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6018, top5_acc: 0.8172, loss_cls: 1.6527, loss: 1.6527, grad_norm: 4.6629 2020-07-24 19:42:43,592 - mmaction - INFO - Epoch [40][500/940] lr: 1.000e-02, eta: 12:17:47, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.6109, top5_acc: 0.8240, loss_cls: 1.6175, loss: 1.6175, grad_norm: 4.6651 2020-07-24 19:42:56,904 - mmaction - INFO - Epoch [40][520/940] lr: 1.000e-02, eta: 12:17:28, time: 0.666, data_time: 0.003, memory: 8344, top1_acc: 0.6137, top5_acc: 0.8217, loss_cls: 1.6157, loss: 1.6157, grad_norm: 4.6737 2020-07-24 19:43:08,784 - mmaction - INFO - Epoch [40][540/940] lr: 1.000e-02, eta: 12:17:07, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6033, top5_acc: 0.8229, loss_cls: 1.6550, loss: 1.6550, grad_norm: 4.8048 2020-07-24 19:43:21,177 - mmaction - INFO - Epoch [40][560/940] lr: 1.000e-02, eta: 12:16:47, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6102, top5_acc: 0.8199, loss_cls: 1.6388, loss: 1.6388, grad_norm: 4.6691 2020-07-24 19:43:33,146 - mmaction - INFO - Epoch [40][580/940] lr: 1.000e-02, eta: 12:16:26, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.5957, top5_acc: 0.8176, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.7645 2020-07-24 19:43:44,982 - mmaction - INFO - Epoch [40][600/940] lr: 1.000e-02, eta: 12:16:04, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6057, top5_acc: 0.8240, loss_cls: 1.6346, loss: 1.6346, grad_norm: 4.6785 2020-07-24 19:43:56,613 - mmaction - INFO - Epoch [40][620/940] lr: 1.000e-02, eta: 12:15:43, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.5986, top5_acc: 0.8205, loss_cls: 1.6330, loss: 1.6330, grad_norm: 4.6620 2020-07-24 19:44:09,189 - mmaction - INFO - Epoch [40][640/940] lr: 1.000e-02, eta: 12:15:23, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6141, top5_acc: 0.8193, loss_cls: 1.6182, loss: 1.6182, grad_norm: 4.6233 2020-07-24 19:44:20,977 - mmaction - INFO - Epoch [40][660/940] lr: 1.000e-02, eta: 12:15:02, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6064, top5_acc: 0.8258, loss_cls: 1.6156, loss: 1.6156, grad_norm: 4.6826 2020-07-24 19:44:33,774 - mmaction - INFO - Epoch [40][680/940] lr: 1.000e-02, eta: 12:14:42, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6156, top5_acc: 0.8217, loss_cls: 1.6062, loss: 1.6062, grad_norm: 4.6706 2020-07-24 19:44:45,718 - mmaction - INFO - Epoch [40][700/940] lr: 1.000e-02, eta: 12:14:21, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.6086, top5_acc: 0.8213, loss_cls: 1.6296, loss: 1.6296, grad_norm: 4.6667 2020-07-24 19:44:57,408 - mmaction - INFO - Epoch [40][720/940] lr: 1.000e-02, eta: 12:13:59, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6070, top5_acc: 0.8182, loss_cls: 1.6272, loss: 1.6272, grad_norm: 4.6136 2020-07-24 19:45:10,058 - mmaction - INFO - Epoch [40][740/940] lr: 1.000e-02, eta: 12:13:39, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6242, top5_acc: 0.8279, loss_cls: 1.5654, loss: 1.5654, grad_norm: 4.5310 2020-07-24 19:45:21,723 - mmaction - INFO - Epoch [40][760/940] lr: 1.000e-02, eta: 12:13:18, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.5982, top5_acc: 0.8187, loss_cls: 1.6615, loss: 1.6615, grad_norm: 4.7517 2020-07-24 19:45:34,343 - mmaction - INFO - Epoch [40][780/940] lr: 1.000e-02, eta: 12:12:58, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6133, top5_acc: 0.8270, loss_cls: 1.6000, loss: 1.6000, grad_norm: 4.5670 2020-07-24 19:45:46,072 - mmaction - INFO - Epoch [40][800/940] lr: 1.000e-02, eta: 12:12:37, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.5984, top5_acc: 0.8236, loss_cls: 1.6428, loss: 1.6428, grad_norm: 4.7353 2020-07-24 19:45:58,680 - mmaction - INFO - Epoch [40][820/940] lr: 1.000e-02, eta: 12:12:17, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6035, top5_acc: 0.8178, loss_cls: 1.6536, loss: 1.6536, grad_norm: 4.6804 2020-07-24 19:46:11,384 - mmaction - INFO - Epoch [40][840/940] lr: 1.000e-02, eta: 12:11:57, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.5971, top5_acc: 0.8211, loss_cls: 1.6539, loss: 1.6539, grad_norm: 4.7414 2020-07-24 19:46:23,828 - mmaction - INFO - Epoch [40][860/940] lr: 1.000e-02, eta: 12:11:37, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.5980, top5_acc: 0.8090, loss_cls: 1.6806, loss: 1.6806, grad_norm: 4.7185 2020-07-24 19:46:35,730 - mmaction - INFO - Epoch [40][880/940] lr: 1.000e-02, eta: 12:11:16, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6127, top5_acc: 0.8174, loss_cls: 1.6405, loss: 1.6405, grad_norm: 4.6892 2020-07-24 19:46:48,333 - mmaction - INFO - Epoch [40][900/940] lr: 1.000e-02, eta: 12:10:56, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6053, top5_acc: 0.8223, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.6854 2020-07-24 19:47:00,856 - mmaction - INFO - Epoch [40][920/940] lr: 1.000e-02, eta: 12:10:36, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6074, top5_acc: 0.8207, loss_cls: 1.6647, loss: 1.6647, grad_norm: 4.7173 2020-07-24 19:47:11,988 - mmaction - INFO - Epoch [40][940/940] lr: 1.000e-02, eta: 12:10:13, time: 0.557, data_time: 0.001, memory: 8344, top1_acc: 0.5923, top5_acc: 0.8096, loss_cls: 1.6958, loss: 1.6958, grad_norm: 4.8229 2020-07-24 19:47:19,593 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-24 19:50:07,156 - mmaction - INFO - Epoch [41][20/940] lr: 1.000e-03, eta: 12:13:45, time: 8.359, data_time: 7.649, memory: 8344, top1_acc: 0.6223, top5_acc: 0.8219, loss_cls: 1.5969, loss: 1.5969, grad_norm: 4.5858 2020-07-24 19:50:18,873 - mmaction - INFO - Epoch [41][40/940] lr: 1.000e-03, eta: 12:13:24, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6188, top5_acc: 0.8287, loss_cls: 1.5551, loss: 1.5551, grad_norm: 4.5488 2020-07-24 19:50:30,628 - mmaction - INFO - Epoch [41][60/940] lr: 1.000e-03, eta: 12:13:02, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6303, top5_acc: 0.8322, loss_cls: 1.5337, loss: 1.5337, grad_norm: 4.4427 2020-07-24 19:50:43,131 - mmaction - INFO - Epoch [41][80/940] lr: 1.000e-03, eta: 12:12:42, time: 0.627, data_time: 0.004, memory: 8344, top1_acc: 0.6301, top5_acc: 0.8387, loss_cls: 1.5240, loss: 1.5240, grad_norm: 4.4488 2020-07-24 19:50:55,802 - mmaction - INFO - Epoch [41][100/940] lr: 1.000e-03, eta: 12:12:22, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.6352, top5_acc: 0.8412, loss_cls: 1.4983, loss: 1.4983, grad_norm: 4.4984 2020-07-24 19:51:08,400 - mmaction - INFO - Epoch [41][120/940] lr: 1.000e-03, eta: 12:12:02, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4688, loss: 1.4688, grad_norm: 4.4123 2020-07-24 19:51:20,153 - mmaction - INFO - Epoch [41][140/940] lr: 1.000e-03, eta: 12:11:41, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.6424, top5_acc: 0.8391, loss_cls: 1.5044, loss: 1.5044, grad_norm: 4.4267 2020-07-24 19:51:32,849 - mmaction - INFO - Epoch [41][160/940] lr: 1.000e-03, eta: 12:11:21, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.6424, top5_acc: 0.8400, loss_cls: 1.4944, loss: 1.4944, grad_norm: 4.4125 2020-07-24 19:51:45,497 - mmaction - INFO - Epoch [41][180/940] lr: 1.000e-03, eta: 12:11:01, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6535, top5_acc: 0.8500, loss_cls: 1.4331, loss: 1.4331, grad_norm: 4.3728 2020-07-24 19:51:58,047 - mmaction - INFO - Epoch [41][200/940] lr: 1.000e-03, eta: 12:10:40, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6449, top5_acc: 0.8416, loss_cls: 1.4621, loss: 1.4621, grad_norm: 4.3473 2020-07-24 19:52:10,699 - mmaction - INFO - Epoch [41][220/940] lr: 1.000e-03, eta: 12:10:20, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6418, top5_acc: 0.8461, loss_cls: 1.4754, loss: 1.4754, grad_norm: 4.4000 2020-07-24 19:52:22,465 - mmaction - INFO - Epoch [41][240/940] lr: 1.000e-03, eta: 12:09:59, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6494, top5_acc: 0.8566, loss_cls: 1.4130, loss: 1.4130, grad_norm: 4.3428 2020-07-24 19:52:34,973 - mmaction - INFO - Epoch [41][260/940] lr: 1.000e-03, eta: 12:09:39, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6561, top5_acc: 0.8506, loss_cls: 1.4176, loss: 1.4176, grad_norm: 4.3270 2020-07-24 19:52:46,735 - mmaction - INFO - Epoch [41][280/940] lr: 1.000e-03, eta: 12:09:18, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6465, top5_acc: 0.8420, loss_cls: 1.4645, loss: 1.4645, grad_norm: 4.3121 2020-07-24 19:52:59,406 - mmaction - INFO - Epoch [41][300/940] lr: 1.000e-03, eta: 12:08:58, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6486, top5_acc: 0.8459, loss_cls: 1.4257, loss: 1.4257, grad_norm: 4.3207 2020-07-24 19:53:11,155 - mmaction - INFO - Epoch [41][320/940] lr: 1.000e-03, eta: 12:08:36, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6619, top5_acc: 0.8527, loss_cls: 1.4107, loss: 1.4107, grad_norm: 4.3340 2020-07-24 19:53:22,941 - mmaction - INFO - Epoch [41][340/940] lr: 1.000e-03, eta: 12:08:15, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6418, top5_acc: 0.8414, loss_cls: 1.4585, loss: 1.4585, grad_norm: 4.4096 2020-07-24 19:53:35,669 - mmaction - INFO - Epoch [41][360/940] lr: 1.000e-03, eta: 12:07:55, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.6557, top5_acc: 0.8424, loss_cls: 1.4355, loss: 1.4355, grad_norm: 4.3483 2020-07-24 19:53:48,172 - mmaction - INFO - Epoch [41][380/940] lr: 1.000e-03, eta: 12:07:35, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.6604, top5_acc: 0.8508, loss_cls: 1.4088, loss: 1.4088, grad_norm: 4.2787 2020-07-24 19:53:59,992 - mmaction - INFO - Epoch [41][400/940] lr: 1.000e-03, eta: 12:07:14, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6514, top5_acc: 0.8480, loss_cls: 1.4322, loss: 1.4322, grad_norm: 4.4084 2020-07-24 19:54:12,572 - mmaction - INFO - Epoch [41][420/940] lr: 1.000e-03, eta: 12:06:54, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6518, top5_acc: 0.8496, loss_cls: 1.4445, loss: 1.4445, grad_norm: 4.4178 2020-07-24 19:54:24,352 - mmaction - INFO - Epoch [41][440/940] lr: 1.000e-03, eta: 12:06:33, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6543, top5_acc: 0.8486, loss_cls: 1.4235, loss: 1.4235, grad_norm: 4.3331 2020-07-24 19:54:36,190 - mmaction - INFO - Epoch [41][460/940] lr: 1.000e-03, eta: 12:06:12, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6639, top5_acc: 0.8508, loss_cls: 1.3997, loss: 1.3997, grad_norm: 4.2761 2020-07-24 19:54:47,858 - mmaction - INFO - Epoch [41][480/940] lr: 1.000e-03, eta: 12:05:51, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6445, top5_acc: 0.8426, loss_cls: 1.4605, loss: 1.4605, grad_norm: 4.4179 2020-07-24 19:54:59,514 - mmaction - INFO - Epoch [41][500/940] lr: 1.000e-03, eta: 12:05:29, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6576, top5_acc: 0.8516, loss_cls: 1.4208, loss: 1.4208, grad_norm: 4.4200 2020-07-24 19:55:12,160 - mmaction - INFO - Epoch [41][520/940] lr: 1.000e-03, eta: 12:05:09, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6518, top5_acc: 0.8426, loss_cls: 1.4553, loss: 1.4553, grad_norm: 4.3766 2020-07-24 19:55:23,886 - mmaction - INFO - Epoch [41][540/940] lr: 1.000e-03, eta: 12:04:48, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6564, top5_acc: 0.8529, loss_cls: 1.4016, loss: 1.4016, grad_norm: 4.4361 2020-07-24 19:55:36,670 - mmaction - INFO - Epoch [41][560/940] lr: 1.000e-03, eta: 12:04:29, time: 0.639, data_time: 0.001, memory: 8344, top1_acc: 0.6629, top5_acc: 0.8508, loss_cls: 1.3941, loss: 1.3941, grad_norm: 4.3066 2020-07-24 19:55:48,459 - mmaction - INFO - Epoch [41][580/940] lr: 1.000e-03, eta: 12:04:07, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6582, top5_acc: 0.8484, loss_cls: 1.4141, loss: 1.4141, grad_norm: 4.3430 2020-07-24 19:56:00,868 - mmaction - INFO - Epoch [41][600/940] lr: 1.000e-03, eta: 12:03:47, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6639, top5_acc: 0.8559, loss_cls: 1.3855, loss: 1.3855, grad_norm: 4.3373 2020-07-24 19:56:13,542 - mmaction - INFO - Epoch [41][620/940] lr: 1.000e-03, eta: 12:03:28, time: 0.634, data_time: 0.001, memory: 8344, top1_acc: 0.6453, top5_acc: 0.8465, loss_cls: 1.4556, loss: 1.4556, grad_norm: 4.4157 2020-07-24 19:56:25,353 - mmaction - INFO - Epoch [41][640/940] lr: 1.000e-03, eta: 12:03:06, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6510, top5_acc: 0.8463, loss_cls: 1.4431, loss: 1.4431, grad_norm: 4.4471 2020-07-24 19:56:38,034 - mmaction - INFO - Epoch [41][660/940] lr: 1.000e-03, eta: 12:02:47, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6590, top5_acc: 0.8482, loss_cls: 1.4362, loss: 1.4362, grad_norm: 4.4606 2020-07-24 19:56:50,659 - mmaction - INFO - Epoch [41][680/940] lr: 1.000e-03, eta: 12:02:27, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6529, top5_acc: 0.8494, loss_cls: 1.4275, loss: 1.4275, grad_norm: 4.4185 2020-07-24 19:57:02,675 - mmaction - INFO - Epoch [41][700/940] lr: 1.000e-03, eta: 12:02:06, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6611, top5_acc: 0.8525, loss_cls: 1.3937, loss: 1.3937, grad_norm: 4.3412 2020-07-24 19:57:15,173 - mmaction - INFO - Epoch [41][720/940] lr: 1.000e-03, eta: 12:01:46, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6521, top5_acc: 0.8494, loss_cls: 1.4246, loss: 1.4246, grad_norm: 4.4380 2020-07-24 19:57:27,804 - mmaction - INFO - Epoch [41][740/940] lr: 1.000e-03, eta: 12:01:26, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6525, top5_acc: 0.8453, loss_cls: 1.4366, loss: 1.4366, grad_norm: 4.3977 2020-07-24 19:57:39,574 - mmaction - INFO - Epoch [41][760/940] lr: 1.000e-03, eta: 12:01:05, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4060, loss: 1.4060, grad_norm: 4.4260 2020-07-24 19:57:52,305 - mmaction - INFO - Epoch [41][780/940] lr: 1.000e-03, eta: 12:00:46, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6684, top5_acc: 0.8590, loss_cls: 1.3619, loss: 1.3619, grad_norm: 4.3410 2020-07-24 19:58:04,021 - mmaction - INFO - Epoch [41][800/940] lr: 1.000e-03, eta: 12:00:25, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6545, top5_acc: 0.8525, loss_cls: 1.3893, loss: 1.3893, grad_norm: 4.3155 2020-07-24 19:58:16,892 - mmaction - INFO - Epoch [41][820/940] lr: 1.000e-03, eta: 12:00:05, time: 0.643, data_time: 0.001, memory: 8344, top1_acc: 0.6596, top5_acc: 0.8480, loss_cls: 1.4166, loss: 1.4166, grad_norm: 4.3847 2020-07-24 19:58:29,388 - mmaction - INFO - Epoch [41][840/940] lr: 1.000e-03, eta: 11:59:45, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.6572, top5_acc: 0.8510, loss_cls: 1.4145, loss: 1.4145, grad_norm: 4.4010 2020-07-24 19:58:42,060 - mmaction - INFO - Epoch [41][860/940] lr: 1.000e-03, eta: 11:59:25, time: 0.634, data_time: 0.004, memory: 8344, top1_acc: 0.6598, top5_acc: 0.8457, loss_cls: 1.4326, loss: 1.4326, grad_norm: 4.3947 2020-07-24 19:58:53,799 - mmaction - INFO - Epoch [41][880/940] lr: 1.000e-03, eta: 11:59:04, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6711, top5_acc: 0.8527, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.2971 2020-07-24 19:59:05,488 - mmaction - INFO - Epoch [41][900/940] lr: 1.000e-03, eta: 11:58:43, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6607, top5_acc: 0.8492, loss_cls: 1.4075, loss: 1.4075, grad_norm: 4.3599 2020-07-24 19:59:17,183 - mmaction - INFO - Epoch [41][920/940] lr: 1.000e-03, eta: 11:58:22, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6617, top5_acc: 0.8615, loss_cls: 1.3608, loss: 1.3608, grad_norm: 4.3478 2020-07-24 19:59:29,024 - mmaction - INFO - Epoch [41][940/940] lr: 1.000e-03, eta: 11:58:01, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6667, top5_acc: 0.8577, loss_cls: 1.3695, loss: 1.3695, grad_norm: 4.3815 2020-07-24 20:01:58,421 - mmaction - INFO - Epoch [42][20/940] lr: 1.000e-03, eta: 12:00:50, time: 7.190, data_time: 6.476, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8664, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.3462 2020-07-24 20:02:10,920 - mmaction - INFO - Epoch [42][40/940] lr: 1.000e-03, eta: 12:00:30, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6594, top5_acc: 0.8490, loss_cls: 1.4248, loss: 1.4248, grad_norm: 4.4663 2020-07-24 20:02:22,611 - mmaction - INFO - Epoch [42][60/940] lr: 1.000e-03, eta: 12:00:09, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8547, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.2621 2020-07-24 20:02:34,305 - mmaction - INFO - Epoch [42][80/940] lr: 1.000e-03, eta: 11:59:48, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6660, top5_acc: 0.8486, loss_cls: 1.3802, loss: 1.3802, grad_norm: 4.2978 2020-07-24 20:02:46,023 - mmaction - INFO - Epoch [42][100/940] lr: 1.000e-03, eta: 11:59:27, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6674, top5_acc: 0.8551, loss_cls: 1.3794, loss: 1.3794, grad_norm: 4.3142 2020-07-24 20:02:58,624 - mmaction - INFO - Epoch [42][120/940] lr: 1.000e-03, eta: 11:59:07, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6637, top5_acc: 0.8533, loss_cls: 1.3937, loss: 1.3937, grad_norm: 4.3919 2020-07-24 20:03:10,270 - mmaction - INFO - Epoch [42][140/940] lr: 1.000e-03, eta: 11:58:46, time: 0.583, data_time: 0.004, memory: 8344, top1_acc: 0.6578, top5_acc: 0.8631, loss_cls: 1.3665, loss: 1.3665, grad_norm: 4.3264 2020-07-24 20:03:22,111 - mmaction - INFO - Epoch [42][160/940] lr: 1.000e-03, eta: 11:58:25, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6605, top5_acc: 0.8482, loss_cls: 1.4034, loss: 1.4034, grad_norm: 4.3921 2020-07-24 20:03:33,799 - mmaction - INFO - Epoch [42][180/940] lr: 1.000e-03, eta: 11:58:03, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8604, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.2730 2020-07-24 20:03:46,448 - mmaction - INFO - Epoch [42][200/940] lr: 1.000e-03, eta: 11:57:44, time: 0.632, data_time: 0.001, memory: 8344, top1_acc: 0.6646, top5_acc: 0.8609, loss_cls: 1.3657, loss: 1.3657, grad_norm: 4.4108 2020-07-24 20:03:58,777 - mmaction - INFO - Epoch [42][220/940] lr: 1.000e-03, eta: 11:57:23, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6600, top5_acc: 0.8555, loss_cls: 1.3886, loss: 1.3886, grad_norm: 4.4160 2020-07-24 20:04:10,595 - mmaction - INFO - Epoch [42][240/940] lr: 1.000e-03, eta: 11:57:03, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6678, top5_acc: 0.8535, loss_cls: 1.3891, loss: 1.3891, grad_norm: 4.4360 2020-07-24 20:04:23,186 - mmaction - INFO - Epoch [42][260/940] lr: 1.000e-03, eta: 11:56:43, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6715, top5_acc: 0.8561, loss_cls: 1.3596, loss: 1.3596, grad_norm: 4.3122 2020-07-24 20:04:34,834 - mmaction - INFO - Epoch [42][280/940] lr: 1.000e-03, eta: 11:56:22, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6598, top5_acc: 0.8512, loss_cls: 1.4084, loss: 1.4084, grad_norm: 4.4601 2020-07-24 20:04:46,578 - mmaction - INFO - Epoch [42][300/940] lr: 1.000e-03, eta: 11:56:00, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6621, top5_acc: 0.8521, loss_cls: 1.3852, loss: 1.3852, grad_norm: 4.3302 2020-07-24 20:04:58,285 - mmaction - INFO - Epoch [42][320/940] lr: 1.000e-03, eta: 11:55:39, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6646, top5_acc: 0.8533, loss_cls: 1.3864, loss: 1.3864, grad_norm: 4.4118 2020-07-24 20:05:10,079 - mmaction - INFO - Epoch [42][340/940] lr: 1.000e-03, eta: 11:55:18, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8596, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.3925 2020-07-24 20:05:22,672 - mmaction - INFO - Epoch [42][360/940] lr: 1.000e-03, eta: 11:54:59, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.6693, top5_acc: 0.8531, loss_cls: 1.3952, loss: 1.3952, grad_norm: 4.4671 2020-07-24 20:05:34,392 - mmaction - INFO - Epoch [42][380/940] lr: 1.000e-03, eta: 11:54:38, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6684, top5_acc: 0.8564, loss_cls: 1.3782, loss: 1.3782, grad_norm: 4.5009 2020-07-24 20:05:46,103 - mmaction - INFO - Epoch [42][400/940] lr: 1.000e-03, eta: 11:54:17, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.6648, top5_acc: 0.8580, loss_cls: 1.3712, loss: 1.3712, grad_norm: 4.4706 2020-07-24 20:05:58,618 - mmaction - INFO - Epoch [42][420/940] lr: 1.000e-03, eta: 11:53:57, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6654, top5_acc: 0.8531, loss_cls: 1.3726, loss: 1.3726, grad_norm: 4.3621 2020-07-24 20:06:10,468 - mmaction - INFO - Epoch [42][440/940] lr: 1.000e-03, eta: 11:53:36, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6654, top5_acc: 0.8529, loss_cls: 1.3878, loss: 1.3878, grad_norm: 4.4632 2020-07-24 20:06:23,047 - mmaction - INFO - Epoch [42][460/940] lr: 1.000e-03, eta: 11:53:16, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6723, top5_acc: 0.8520, loss_cls: 1.3872, loss: 1.3872, grad_norm: 4.3838 2020-07-24 20:06:34,935 - mmaction - INFO - Epoch [42][480/940] lr: 1.000e-03, eta: 11:52:55, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6703, top5_acc: 0.8584, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.3575 2020-07-24 20:06:46,704 - mmaction - INFO - Epoch [42][500/940] lr: 1.000e-03, eta: 11:52:35, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6697, top5_acc: 0.8588, loss_cls: 1.3599, loss: 1.3599, grad_norm: 4.3457 2020-07-24 20:06:59,071 - mmaction - INFO - Epoch [42][520/940] lr: 1.000e-03, eta: 11:52:14, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6609, top5_acc: 0.8529, loss_cls: 1.3851, loss: 1.3851, grad_norm: 4.4284 2020-07-24 20:07:11,566 - mmaction - INFO - Epoch [42][540/940] lr: 1.000e-03, eta: 11:51:55, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3772, loss: 1.3772, grad_norm: 4.4106 2020-07-24 20:07:23,316 - mmaction - INFO - Epoch [42][560/940] lr: 1.000e-03, eta: 11:51:34, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6602, top5_acc: 0.8512, loss_cls: 1.3948, loss: 1.3948, grad_norm: 4.5198 2020-07-24 20:07:35,020 - mmaction - INFO - Epoch [42][580/940] lr: 1.000e-03, eta: 11:51:13, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6752, top5_acc: 0.8592, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.3480 2020-07-24 20:07:46,878 - mmaction - INFO - Epoch [42][600/940] lr: 1.000e-03, eta: 11:50:52, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8623, loss_cls: 1.3349, loss: 1.3349, grad_norm: 4.4276 2020-07-24 20:07:58,739 - mmaction - INFO - Epoch [42][620/940] lr: 1.000e-03, eta: 11:50:31, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6742, top5_acc: 0.8621, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.4202 2020-07-24 20:08:11,162 - mmaction - INFO - Epoch [42][640/940] lr: 1.000e-03, eta: 11:50:11, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.6689, top5_acc: 0.8580, loss_cls: 1.3615, loss: 1.3615, grad_norm: 4.4520 2020-07-24 20:08:23,836 - mmaction - INFO - Epoch [42][660/940] lr: 1.000e-03, eta: 11:49:52, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8689, loss_cls: 1.3112, loss: 1.3112, grad_norm: 4.4016 2020-07-24 20:08:35,464 - mmaction - INFO - Epoch [42][680/940] lr: 1.000e-03, eta: 11:49:31, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.6822, top5_acc: 0.8578, loss_cls: 1.3430, loss: 1.3430, grad_norm: 4.3916 2020-07-24 20:08:48,037 - mmaction - INFO - Epoch [42][700/940] lr: 1.000e-03, eta: 11:49:11, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.6658, top5_acc: 0.8518, loss_cls: 1.3736, loss: 1.3736, grad_norm: 4.4242 2020-07-24 20:09:00,524 - mmaction - INFO - Epoch [42][720/940] lr: 1.000e-03, eta: 11:48:51, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6670, top5_acc: 0.8576, loss_cls: 1.3587, loss: 1.3587, grad_norm: 4.3787 2020-07-24 20:09:13,078 - mmaction - INFO - Epoch [42][740/940] lr: 1.000e-03, eta: 11:48:32, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6543, top5_acc: 0.8494, loss_cls: 1.4261, loss: 1.4261, grad_norm: 4.5522 2020-07-24 20:09:24,864 - mmaction - INFO - Epoch [42][760/940] lr: 1.000e-03, eta: 11:48:11, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6711, top5_acc: 0.8580, loss_cls: 1.3616, loss: 1.3616, grad_norm: 4.4407 2020-07-24 20:09:37,025 - mmaction - INFO - Epoch [42][780/940] lr: 1.000e-03, eta: 11:47:51, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8574, loss_cls: 1.3492, loss: 1.3492, grad_norm: 4.4272 2020-07-24 20:09:48,721 - mmaction - INFO - Epoch [42][800/940] lr: 1.000e-03, eta: 11:47:30, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.6740, top5_acc: 0.8561, loss_cls: 1.3706, loss: 1.3706, grad_norm: 4.4490 2020-07-24 20:10:01,281 - mmaction - INFO - Epoch [42][820/940] lr: 1.000e-03, eta: 11:47:10, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.6654, top5_acc: 0.8590, loss_cls: 1.3713, loss: 1.3713, grad_norm: 4.3755 2020-07-24 20:10:13,804 - mmaction - INFO - Epoch [42][840/940] lr: 1.000e-03, eta: 11:46:50, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.4194 2020-07-24 20:10:26,613 - mmaction - INFO - Epoch [42][860/940] lr: 1.000e-03, eta: 11:46:31, time: 0.640, data_time: 0.001, memory: 8344, top1_acc: 0.6711, top5_acc: 0.8629, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.4921 2020-07-24 20:10:39,524 - mmaction - INFO - Epoch [42][880/940] lr: 1.000e-03, eta: 11:46:12, time: 0.645, data_time: 0.002, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8684, loss_cls: 1.3342, loss: 1.3342, grad_norm: 4.3741 2020-07-24 20:10:52,058 - mmaction - INFO - Epoch [42][900/940] lr: 1.000e-03, eta: 11:45:52, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6656, top5_acc: 0.8506, loss_cls: 1.3806, loss: 1.3806, grad_norm: 4.4363 2020-07-24 20:11:03,889 - mmaction - INFO - Epoch [42][920/940] lr: 1.000e-03, eta: 11:45:32, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6703, top5_acc: 0.8533, loss_cls: 1.3486, loss: 1.3486, grad_norm: 4.3519 2020-07-24 20:11:14,973 - mmaction - INFO - Epoch [42][940/940] lr: 1.000e-03, eta: 11:45:10, time: 0.555, data_time: 0.002, memory: 8344, top1_acc: 0.6685, top5_acc: 0.8547, loss_cls: 1.3575, loss: 1.3575, grad_norm: 4.4574 2020-07-24 20:13:23,174 - mmaction - INFO - Epoch [43][20/940] lr: 1.000e-03, eta: 11:47:24, time: 6.189, data_time: 5.508, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8650, loss_cls: 1.3048, loss: 1.3048, grad_norm: 4.4413 2020-07-24 20:13:35,551 - mmaction - INFO - Epoch [43][40/940] lr: 1.000e-03, eta: 11:47:04, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8680, loss_cls: 1.3181, loss: 1.3181, grad_norm: 4.4383 2020-07-24 20:13:47,254 - mmaction - INFO - Epoch [43][60/940] lr: 1.000e-03, eta: 11:46:43, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6742, top5_acc: 0.8600, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.3644 2020-07-24 20:13:59,964 - mmaction - INFO - Epoch [43][80/940] lr: 1.000e-03, eta: 11:46:23, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.6826, top5_acc: 0.8607, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.3631 2020-07-24 20:14:11,675 - mmaction - INFO - Epoch [43][100/940] lr: 1.000e-03, eta: 11:46:03, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6715, top5_acc: 0.8582, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.4637 2020-07-24 20:14:24,237 - mmaction - INFO - Epoch [43][120/940] lr: 1.000e-03, eta: 11:45:43, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.6746, top5_acc: 0.8617, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.4294 2020-07-24 20:14:36,856 - mmaction - INFO - Epoch [43][140/940] lr: 1.000e-03, eta: 11:45:23, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.6736, top5_acc: 0.8594, loss_cls: 1.3293, loss: 1.3293, grad_norm: 4.3946 2020-07-24 20:14:49,200 - mmaction - INFO - Epoch [43][160/940] lr: 1.000e-03, eta: 11:45:03, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8650, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.4668 2020-07-24 20:15:00,921 - mmaction - INFO - Epoch [43][180/940] lr: 1.000e-03, eta: 11:44:42, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6828, top5_acc: 0.8646, loss_cls: 1.3046, loss: 1.3046, grad_norm: 4.4246 2020-07-24 20:15:13,476 - mmaction - INFO - Epoch [43][200/940] lr: 1.000e-03, eta: 11:44:23, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6635, top5_acc: 0.8510, loss_cls: 1.3927, loss: 1.3927, grad_norm: 4.4939 2020-07-24 20:15:25,344 - mmaction - INFO - Epoch [43][220/940] lr: 1.000e-03, eta: 11:44:02, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6674, top5_acc: 0.8568, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.4767 2020-07-24 20:15:37,217 - mmaction - INFO - Epoch [43][240/940] lr: 1.000e-03, eta: 11:43:42, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6627, top5_acc: 0.8562, loss_cls: 1.3816, loss: 1.3816, grad_norm: 4.4729 2020-07-24 20:15:49,043 - mmaction - INFO - Epoch [43][260/940] lr: 1.000e-03, eta: 11:43:21, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8664, loss_cls: 1.2977, loss: 1.2977, grad_norm: 4.3347 2020-07-24 20:16:01,440 - mmaction - INFO - Epoch [43][280/940] lr: 1.000e-03, eta: 11:43:01, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6676, top5_acc: 0.8586, loss_cls: 1.3400, loss: 1.3400, grad_norm: 4.4128 2020-07-24 20:16:13,320 - mmaction - INFO - Epoch [43][300/940] lr: 1.000e-03, eta: 11:42:41, time: 0.594, data_time: 0.011, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8514, loss_cls: 1.3833, loss: 1.3833, grad_norm: 4.4360 2020-07-24 20:16:25,162 - mmaction - INFO - Epoch [43][320/940] lr: 1.000e-03, eta: 11:42:20, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6641, top5_acc: 0.8541, loss_cls: 1.3776, loss: 1.3776, grad_norm: 4.4718 2020-07-24 20:16:36,855 - mmaction - INFO - Epoch [43][340/940] lr: 1.000e-03, eta: 11:41:59, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3450, loss: 1.3450, grad_norm: 4.4170 2020-07-24 20:16:49,342 - mmaction - INFO - Epoch [43][360/940] lr: 1.000e-03, eta: 11:41:39, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.6619, top5_acc: 0.8531, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.4630 2020-07-24 20:17:01,093 - mmaction - INFO - Epoch [43][380/940] lr: 1.000e-03, eta: 11:41:19, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6611, top5_acc: 0.8500, loss_cls: 1.4059, loss: 1.4059, grad_norm: 4.5115 2020-07-24 20:17:14,008 - mmaction - INFO - Epoch [43][400/940] lr: 1.000e-03, eta: 11:41:00, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8668, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.4228 2020-07-24 20:17:26,381 - mmaction - INFO - Epoch [43][420/940] lr: 1.000e-03, eta: 11:40:40, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6691, top5_acc: 0.8551, loss_cls: 1.3539, loss: 1.3539, grad_norm: 4.4428 2020-07-24 20:17:38,254 - mmaction - INFO - Epoch [43][440/940] lr: 1.000e-03, eta: 11:40:19, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6633, top5_acc: 0.8557, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.4463 2020-07-24 20:17:50,793 - mmaction - INFO - Epoch [43][460/940] lr: 1.000e-03, eta: 11:40:00, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6572, top5_acc: 0.8455, loss_cls: 1.4275, loss: 1.4275, grad_norm: 4.5173 2020-07-24 20:18:02,710 - mmaction - INFO - Epoch [43][480/940] lr: 1.000e-03, eta: 11:39:39, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.6629, top5_acc: 0.8533, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.4916 2020-07-24 20:18:15,139 - mmaction - INFO - Epoch [43][500/940] lr: 1.000e-03, eta: 11:39:19, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6687, top5_acc: 0.8529, loss_cls: 1.3780, loss: 1.3780, grad_norm: 4.5305 2020-07-24 20:18:27,599 - mmaction - INFO - Epoch [43][520/940] lr: 1.000e-03, eta: 11:39:00, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6615, top5_acc: 0.8514, loss_cls: 1.3751, loss: 1.3751, grad_norm: 4.4916 2020-07-24 20:18:40,306 - mmaction - INFO - Epoch [43][540/940] lr: 1.000e-03, eta: 11:38:40, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.6693, top5_acc: 0.8566, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.5376 2020-07-24 20:18:51,998 - mmaction - INFO - Epoch [43][560/940] lr: 1.000e-03, eta: 11:38:20, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6787, top5_acc: 0.8559, loss_cls: 1.3475, loss: 1.3475, grad_norm: 4.4035 2020-07-24 20:19:04,781 - mmaction - INFO - Epoch [43][580/940] lr: 1.000e-03, eta: 11:38:00, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8572, loss_cls: 1.3453, loss: 1.3453, grad_norm: 4.4395 2020-07-24 20:19:17,353 - mmaction - INFO - Epoch [43][600/940] lr: 1.000e-03, eta: 11:37:41, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8604, loss_cls: 1.3066, loss: 1.3066, grad_norm: 4.3080 2020-07-24 20:19:29,967 - mmaction - INFO - Epoch [43][620/940] lr: 1.000e-03, eta: 11:37:22, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6785, top5_acc: 0.8646, loss_cls: 1.3168, loss: 1.3168, grad_norm: 4.3927 2020-07-24 20:19:41,794 - mmaction - INFO - Epoch [43][640/940] lr: 1.000e-03, eta: 11:37:01, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6740, top5_acc: 0.8635, loss_cls: 1.3462, loss: 1.3462, grad_norm: 4.4288 2020-07-24 20:19:53,430 - mmaction - INFO - Epoch [43][660/940] lr: 1.000e-03, eta: 11:36:40, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.6740, top5_acc: 0.8637, loss_cls: 1.3180, loss: 1.3180, grad_norm: 4.4094 2020-07-24 20:20:06,120 - mmaction - INFO - Epoch [43][680/940] lr: 1.000e-03, eta: 11:36:21, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.6693, top5_acc: 0.8607, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.5033 2020-07-24 20:20:17,934 - mmaction - INFO - Epoch [43][700/940] lr: 1.000e-03, eta: 11:36:01, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8672, loss_cls: 1.2799, loss: 1.2799, grad_norm: 4.3156 2020-07-24 20:20:30,577 - mmaction - INFO - Epoch [43][720/940] lr: 1.000e-03, eta: 11:35:41, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6668, top5_acc: 0.8547, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.5334 2020-07-24 20:20:42,300 - mmaction - INFO - Epoch [43][740/940] lr: 1.000e-03, eta: 11:35:21, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8611, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.3659 2020-07-24 20:20:54,947 - mmaction - INFO - Epoch [43][760/940] lr: 1.000e-03, eta: 11:35:01, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.6656, top5_acc: 0.8553, loss_cls: 1.3658, loss: 1.3658, grad_norm: 4.4034 2020-07-24 20:21:06,750 - mmaction - INFO - Epoch [43][780/940] lr: 1.000e-03, eta: 11:34:41, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8602, loss_cls: 1.3319, loss: 1.3319, grad_norm: 4.4257 2020-07-24 20:21:19,191 - mmaction - INFO - Epoch [43][800/940] lr: 1.000e-03, eta: 11:34:21, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6676, top5_acc: 0.8541, loss_cls: 1.3706, loss: 1.3706, grad_norm: 4.5036 2020-07-24 20:21:31,116 - mmaction - INFO - Epoch [43][820/940] lr: 1.000e-03, eta: 11:34:01, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8666, loss_cls: 1.3380, loss: 1.3380, grad_norm: 4.5073 2020-07-24 20:21:42,847 - mmaction - INFO - Epoch [43][840/940] lr: 1.000e-03, eta: 11:33:40, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6707, top5_acc: 0.8580, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.5058 2020-07-24 20:21:55,418 - mmaction - INFO - Epoch [43][860/940] lr: 1.000e-03, eta: 11:33:21, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6654, top5_acc: 0.8594, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.4935 2020-07-24 20:22:07,862 - mmaction - INFO - Epoch [43][880/940] lr: 1.000e-03, eta: 11:33:01, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6729, top5_acc: 0.8594, loss_cls: 1.3394, loss: 1.3394, grad_norm: 4.4745 2020-07-24 20:22:20,557 - mmaction - INFO - Epoch [43][900/940] lr: 1.000e-03, eta: 11:32:42, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8605, loss_cls: 1.3325, loss: 1.3325, grad_norm: 4.3761 2020-07-24 20:22:32,322 - mmaction - INFO - Epoch [43][920/940] lr: 1.000e-03, eta: 11:32:22, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8645, loss_cls: 1.3087, loss: 1.3087, grad_norm: 4.4625 2020-07-24 20:22:43,485 - mmaction - INFO - Epoch [43][940/940] lr: 1.000e-03, eta: 11:32:00, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.6565, top5_acc: 0.8480, loss_cls: 1.4206, loss: 1.4206, grad_norm: 4.6711 2020-07-24 20:24:51,624 - mmaction - INFO - Epoch [44][20/940] lr: 1.000e-03, eta: 11:34:09, time: 6.235, data_time: 5.573, memory: 8344, top1_acc: 0.6740, top5_acc: 0.8621, loss_cls: 1.3292, loss: 1.3292, grad_norm: 4.4887 2020-07-24 20:25:03,791 - mmaction - INFO - Epoch [44][40/940] lr: 1.000e-03, eta: 11:33:49, time: 0.609, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8689, loss_cls: 1.2797, loss: 1.2797, grad_norm: 4.3759 2020-07-24 20:25:16,124 - mmaction - INFO - Epoch [44][60/940] lr: 1.000e-03, eta: 11:33:30, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.4481 2020-07-24 20:25:28,076 - mmaction - INFO - Epoch [44][80/940] lr: 1.000e-03, eta: 11:33:09, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8605, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.4166 2020-07-24 20:25:40,507 - mmaction - INFO - Epoch [44][100/940] lr: 1.000e-03, eta: 11:32:50, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6723, top5_acc: 0.8623, loss_cls: 1.3331, loss: 1.3331, grad_norm: 4.4893 2020-07-24 20:25:53,124 - mmaction - INFO - Epoch [44][120/940] lr: 1.000e-03, eta: 11:32:30, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8695, loss_cls: 1.2791, loss: 1.2791, grad_norm: 4.3822 2020-07-24 20:26:04,792 - mmaction - INFO - Epoch [44][140/940] lr: 1.000e-03, eta: 11:32:10, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8623, loss_cls: 1.3085, loss: 1.3085, grad_norm: 4.4696 2020-07-24 20:26:16,614 - mmaction - INFO - Epoch [44][160/940] lr: 1.000e-03, eta: 11:31:49, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8613, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.4648 2020-07-24 20:26:28,494 - mmaction - INFO - Epoch [44][180/940] lr: 1.000e-03, eta: 11:31:29, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3307, loss: 1.3307, grad_norm: 4.4523 2020-07-24 20:26:41,337 - mmaction - INFO - Epoch [44][200/940] lr: 1.000e-03, eta: 11:31:10, time: 0.642, data_time: 0.002, memory: 8344, top1_acc: 0.6725, top5_acc: 0.8654, loss_cls: 1.3271, loss: 1.3271, grad_norm: 4.4497 2020-07-24 20:26:53,779 - mmaction - INFO - Epoch [44][220/940] lr: 1.000e-03, eta: 11:30:50, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8637, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.4646 2020-07-24 20:27:05,605 - mmaction - INFO - Epoch [44][240/940] lr: 1.000e-03, eta: 11:30:30, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6752, top5_acc: 0.8633, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.4309 2020-07-24 20:27:18,276 - mmaction - INFO - Epoch [44][260/940] lr: 1.000e-03, eta: 11:30:10, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.6721, top5_acc: 0.8604, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.4691 2020-07-24 20:27:30,058 - mmaction - INFO - Epoch [44][280/940] lr: 1.000e-03, eta: 11:29:50, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.5368 2020-07-24 20:27:42,603 - mmaction - INFO - Epoch [44][300/940] lr: 1.000e-03, eta: 11:29:31, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8635, loss_cls: 1.3331, loss: 1.3331, grad_norm: 4.4369 2020-07-24 20:27:54,329 - mmaction - INFO - Epoch [44][320/940] lr: 1.000e-03, eta: 11:29:10, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6746, top5_acc: 0.8627, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.4798 2020-07-24 20:28:06,877 - mmaction - INFO - Epoch [44][340/940] lr: 1.000e-03, eta: 11:28:51, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8652, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.5258 2020-07-24 20:28:18,763 - mmaction - INFO - Epoch [44][360/940] lr: 1.000e-03, eta: 11:28:30, time: 0.594, data_time: 0.008, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8627, loss_cls: 1.3114, loss: 1.3114, grad_norm: 4.4000 2020-07-24 20:28:31,301 - mmaction - INFO - Epoch [44][380/940] lr: 1.000e-03, eta: 11:28:11, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8602, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.4302 2020-07-24 20:28:43,973 - mmaction - INFO - Epoch [44][400/940] lr: 1.000e-03, eta: 11:27:52, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8652, loss_cls: 1.2951, loss: 1.2951, grad_norm: 4.3982 2020-07-24 20:28:56,589 - mmaction - INFO - Epoch [44][420/940] lr: 1.000e-03, eta: 11:27:32, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6719, top5_acc: 0.8561, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.4863 2020-07-24 20:29:08,446 - mmaction - INFO - Epoch [44][440/940] lr: 1.000e-03, eta: 11:27:12, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6703, top5_acc: 0.8520, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.5068 2020-07-24 20:29:20,088 - mmaction - INFO - Epoch [44][460/940] lr: 1.000e-03, eta: 11:26:52, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6666, top5_acc: 0.8557, loss_cls: 1.3646, loss: 1.3646, grad_norm: 4.5432 2020-07-24 20:29:32,759 - mmaction - INFO - Epoch [44][480/940] lr: 1.000e-03, eta: 11:26:32, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6740, top5_acc: 0.8615, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.5076 2020-07-24 20:29:45,402 - mmaction - INFO - Epoch [44][500/940] lr: 1.000e-03, eta: 11:26:13, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.4906 2020-07-24 20:29:57,966 - mmaction - INFO - Epoch [44][520/940] lr: 1.000e-03, eta: 11:25:54, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6744, top5_acc: 0.8562, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.4750 2020-07-24 20:30:09,759 - mmaction - INFO - Epoch [44][540/940] lr: 1.000e-03, eta: 11:25:33, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6787, top5_acc: 0.8666, loss_cls: 1.3219, loss: 1.3219, grad_norm: 4.4396 2020-07-24 20:30:21,428 - mmaction - INFO - Epoch [44][560/940] lr: 1.000e-03, eta: 11:25:13, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6793, top5_acc: 0.8568, loss_cls: 1.3371, loss: 1.3371, grad_norm: 4.5086 2020-07-24 20:30:34,091 - mmaction - INFO - Epoch [44][580/940] lr: 1.000e-03, eta: 11:24:54, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.6768, top5_acc: 0.8646, loss_cls: 1.3330, loss: 1.3330, grad_norm: 4.4911 2020-07-24 20:30:46,614 - mmaction - INFO - Epoch [44][600/940] lr: 1.000e-03, eta: 11:24:34, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6779, top5_acc: 0.8561, loss_cls: 1.3454, loss: 1.3454, grad_norm: 4.5696 2020-07-24 20:30:59,140 - mmaction - INFO - Epoch [44][620/940] lr: 1.000e-03, eta: 11:24:15, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8570, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.5259 2020-07-24 20:31:10,972 - mmaction - INFO - Epoch [44][640/940] lr: 1.000e-03, eta: 11:23:55, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6799, top5_acc: 0.8609, loss_cls: 1.3113, loss: 1.3113, grad_norm: 4.4791 2020-07-24 20:31:23,698 - mmaction - INFO - Epoch [44][660/940] lr: 1.000e-03, eta: 11:23:36, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6637, top5_acc: 0.8488, loss_cls: 1.3819, loss: 1.3819, grad_norm: 4.5685 2020-07-24 20:31:36,170 - mmaction - INFO - Epoch [44][680/940] lr: 1.000e-03, eta: 11:23:16, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6775, top5_acc: 0.8650, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.5289 2020-07-24 20:31:48,100 - mmaction - INFO - Epoch [44][700/940] lr: 1.000e-03, eta: 11:22:56, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6785, top5_acc: 0.8680, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.4196 2020-07-24 20:32:00,653 - mmaction - INFO - Epoch [44][720/940] lr: 1.000e-03, eta: 11:22:37, time: 0.628, data_time: 0.004, memory: 8344, top1_acc: 0.6713, top5_acc: 0.8588, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.5312 2020-07-24 20:32:12,465 - mmaction - INFO - Epoch [44][740/940] lr: 1.000e-03, eta: 11:22:17, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6826, top5_acc: 0.8654, loss_cls: 1.3071, loss: 1.3071, grad_norm: 4.4872 2020-07-24 20:32:25,183 - mmaction - INFO - Epoch [44][760/940] lr: 1.000e-03, eta: 11:21:58, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.6687, top5_acc: 0.8541, loss_cls: 1.3710, loss: 1.3710, grad_norm: 4.6168 2020-07-24 20:32:36,923 - mmaction - INFO - Epoch [44][780/940] lr: 1.000e-03, eta: 11:21:37, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8635, loss_cls: 1.3201, loss: 1.3201, grad_norm: 4.4853 2020-07-24 20:32:49,497 - mmaction - INFO - Epoch [44][800/940] lr: 1.000e-03, eta: 11:21:18, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6785, top5_acc: 0.8613, loss_cls: 1.3360, loss: 1.3360, grad_norm: 4.4949 2020-07-24 20:33:01,171 - mmaction - INFO - Epoch [44][820/940] lr: 1.000e-03, eta: 11:20:58, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.6668, top5_acc: 0.8590, loss_cls: 1.3682, loss: 1.3682, grad_norm: 4.6044 2020-07-24 20:33:12,840 - mmaction - INFO - Epoch [44][840/940] lr: 1.000e-03, eta: 11:20:37, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8668, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.4505 2020-07-24 20:33:25,622 - mmaction - INFO - Epoch [44][860/940] lr: 1.000e-03, eta: 11:20:19, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.6652, top5_acc: 0.8555, loss_cls: 1.3658, loss: 1.3658, grad_norm: 4.5980 2020-07-24 20:33:37,532 - mmaction - INFO - Epoch [44][880/940] lr: 1.000e-03, eta: 11:19:58, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8633, loss_cls: 1.3387, loss: 1.3387, grad_norm: 4.5568 2020-07-24 20:33:50,174 - mmaction - INFO - Epoch [44][900/940] lr: 1.000e-03, eta: 11:19:39, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8689, loss_cls: 1.2741, loss: 1.2741, grad_norm: 4.4324 2020-07-24 20:34:02,104 - mmaction - INFO - Epoch [44][920/940] lr: 1.000e-03, eta: 11:19:19, time: 0.597, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3534, loss: 1.3534, grad_norm: 4.5222 2020-07-24 20:34:13,292 - mmaction - INFO - Epoch [44][940/940] lr: 1.000e-03, eta: 11:18:58, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.6825, top5_acc: 0.8673, loss_cls: 1.3072, loss: 1.3072, grad_norm: 4.5646 2020-07-24 20:36:49,336 - mmaction - INFO - Epoch [45][20/940] lr: 1.000e-03, eta: 11:21:35, time: 7.557, data_time: 6.791, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8533, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.4370 2020-07-24 20:37:00,963 - mmaction - INFO - Epoch [45][40/940] lr: 1.000e-03, eta: 11:21:15, time: 0.582, data_time: 0.003, memory: 8344, top1_acc: 0.6818, top5_acc: 0.8760, loss_cls: 1.2673, loss: 1.2673, grad_norm: 4.4188 2020-07-24 20:37:12,729 - mmaction - INFO - Epoch [45][60/940] lr: 1.000e-03, eta: 11:20:55, time: 0.589, data_time: 0.005, memory: 8344, top1_acc: 0.6742, top5_acc: 0.8629, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.5439 2020-07-24 20:37:25,348 - mmaction - INFO - Epoch [45][80/940] lr: 1.000e-03, eta: 11:20:35, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.5174 2020-07-24 20:37:37,765 - mmaction - INFO - Epoch [45][100/940] lr: 1.000e-03, eta: 11:20:16, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8619, loss_cls: 1.3260, loss: 1.3260, grad_norm: 4.4890 2020-07-24 20:37:50,251 - mmaction - INFO - Epoch [45][120/940] lr: 1.000e-03, eta: 11:19:56, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6768, top5_acc: 0.8631, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.4813 2020-07-24 20:38:01,917 - mmaction - INFO - Epoch [45][140/940] lr: 1.000e-03, eta: 11:19:36, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8535, loss_cls: 1.3594, loss: 1.3594, grad_norm: 4.4863 2020-07-24 20:38:13,677 - mmaction - INFO - Epoch [45][160/940] lr: 1.000e-03, eta: 11:19:16, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3312, loss: 1.3312, grad_norm: 4.5395 2020-07-24 20:38:26,411 - mmaction - INFO - Epoch [45][180/940] lr: 1.000e-03, eta: 11:18:57, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6680, top5_acc: 0.8572, loss_cls: 1.3447, loss: 1.3447, grad_norm: 4.5022 2020-07-24 20:38:38,964 - mmaction - INFO - Epoch [45][200/940] lr: 1.000e-03, eta: 11:18:37, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8604, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.5440 2020-07-24 20:38:51,399 - mmaction - INFO - Epoch [45][220/940] lr: 1.000e-03, eta: 11:18:18, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6771, top5_acc: 0.8621, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.4835 2020-07-24 20:39:03,311 - mmaction - INFO - Epoch [45][240/940] lr: 1.000e-03, eta: 11:17:58, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8656, loss_cls: 1.2910, loss: 1.2910, grad_norm: 4.4835 2020-07-24 20:39:15,086 - mmaction - INFO - Epoch [45][260/940] lr: 1.000e-03, eta: 11:17:38, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8635, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.5241 2020-07-24 20:39:27,897 - mmaction - INFO - Epoch [45][280/940] lr: 1.000e-03, eta: 11:17:19, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8662, loss_cls: 1.2806, loss: 1.2806, grad_norm: 4.4294 2020-07-24 20:39:40,328 - mmaction - INFO - Epoch [45][300/940] lr: 1.000e-03, eta: 11:16:59, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8662, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.4666 2020-07-24 20:39:52,875 - mmaction - INFO - Epoch [45][320/940] lr: 1.000e-03, eta: 11:16:40, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8664, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.5138 2020-07-24 20:40:04,515 - mmaction - INFO - Epoch [45][340/940] lr: 1.000e-03, eta: 11:16:20, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8582, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.5035 2020-07-24 20:40:17,117 - mmaction - INFO - Epoch [45][360/940] lr: 1.000e-03, eta: 11:16:00, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8697, loss_cls: 1.2678, loss: 1.2678, grad_norm: 4.4114 2020-07-24 20:40:28,917 - mmaction - INFO - Epoch [45][380/940] lr: 1.000e-03, eta: 11:15:40, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8635, loss_cls: 1.3143, loss: 1.3143, grad_norm: 4.4896 2020-07-24 20:40:41,533 - mmaction - INFO - Epoch [45][400/940] lr: 1.000e-03, eta: 11:15:21, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8637, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.4751 2020-07-24 20:40:54,245 - mmaction - INFO - Epoch [45][420/940] lr: 1.000e-03, eta: 11:15:02, time: 0.636, data_time: 0.003, memory: 8344, top1_acc: 0.6826, top5_acc: 0.8672, loss_cls: 1.3098, loss: 1.3098, grad_norm: 4.4817 2020-07-24 20:41:05,978 - mmaction - INFO - Epoch [45][440/940] lr: 1.000e-03, eta: 11:14:42, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.6834, top5_acc: 0.8684, loss_cls: 1.2961, loss: 1.2961, grad_norm: 4.4205 2020-07-24 20:41:17,743 - mmaction - INFO - Epoch [45][460/940] lr: 1.000e-03, eta: 11:14:22, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8666, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.4553 2020-07-24 20:41:29,471 - mmaction - INFO - Epoch [45][480/940] lr: 1.000e-03, eta: 11:14:01, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8648, loss_cls: 1.3088, loss: 1.3088, grad_norm: 4.5367 2020-07-24 20:41:42,125 - mmaction - INFO - Epoch [45][500/940] lr: 1.000e-03, eta: 11:13:42, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8604, loss_cls: 1.3370, loss: 1.3370, grad_norm: 4.5356 2020-07-24 20:41:54,683 - mmaction - INFO - Epoch [45][520/940] lr: 1.000e-03, eta: 11:13:23, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6787, top5_acc: 0.8570, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.5571 2020-07-24 20:42:07,362 - mmaction - INFO - Epoch [45][540/940] lr: 1.000e-03, eta: 11:13:04, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.4403 2020-07-24 20:42:19,197 - mmaction - INFO - Epoch [45][560/940] lr: 1.000e-03, eta: 11:12:44, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8693, loss_cls: 1.2885, loss: 1.2885, grad_norm: 4.5153 2020-07-24 20:42:31,686 - mmaction - INFO - Epoch [45][580/940] lr: 1.000e-03, eta: 11:12:25, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6807, top5_acc: 0.8678, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.4982 2020-07-24 20:42:44,228 - mmaction - INFO - Epoch [45][600/940] lr: 1.000e-03, eta: 11:12:06, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8576, loss_cls: 1.3398, loss: 1.3398, grad_norm: 4.5902 2020-07-24 20:42:55,988 - mmaction - INFO - Epoch [45][620/940] lr: 1.000e-03, eta: 11:11:46, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8611, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.5517 2020-07-24 20:43:07,668 - mmaction - INFO - Epoch [45][640/940] lr: 1.000e-03, eta: 11:11:25, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8689, loss_cls: 1.2751, loss: 1.2751, grad_norm: 4.5697 2020-07-24 20:43:19,590 - mmaction - INFO - Epoch [45][660/940] lr: 1.000e-03, eta: 11:11:05, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8701, loss_cls: 1.2889, loss: 1.2889, grad_norm: 4.5346 2020-07-24 20:43:31,420 - mmaction - INFO - Epoch [45][680/940] lr: 1.000e-03, eta: 11:10:45, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8639, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.5169 2020-07-24 20:43:43,946 - mmaction - INFO - Epoch [45][700/940] lr: 1.000e-03, eta: 11:10:26, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8645, loss_cls: 1.2746, loss: 1.2746, grad_norm: 4.4761 2020-07-24 20:43:55,777 - mmaction - INFO - Epoch [45][720/940] lr: 1.000e-03, eta: 11:10:06, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8678, loss_cls: 1.2866, loss: 1.2866, grad_norm: 4.5022 2020-07-24 20:44:07,453 - mmaction - INFO - Epoch [45][740/940] lr: 1.000e-03, eta: 11:09:46, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8521, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.5076 2020-07-24 20:44:19,173 - mmaction - INFO - Epoch [45][760/940] lr: 1.000e-03, eta: 11:09:26, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8676, loss_cls: 1.2862, loss: 1.2862, grad_norm: 4.4973 2020-07-24 20:44:30,896 - mmaction - INFO - Epoch [45][780/940] lr: 1.000e-03, eta: 11:09:06, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6738, top5_acc: 0.8535, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.5583 2020-07-24 20:44:43,475 - mmaction - INFO - Epoch [45][800/940] lr: 1.000e-03, eta: 11:08:47, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8684, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.4685 2020-07-24 20:44:55,368 - mmaction - INFO - Epoch [45][820/940] lr: 1.000e-03, eta: 11:08:27, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6738, top5_acc: 0.8641, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.5988 2020-07-24 20:45:07,192 - mmaction - INFO - Epoch [45][840/940] lr: 1.000e-03, eta: 11:08:07, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3170, loss: 1.3170, grad_norm: 4.5288 2020-07-24 20:45:18,963 - mmaction - INFO - Epoch [45][860/940] lr: 1.000e-03, eta: 11:07:47, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8615, loss_cls: 1.3152, loss: 1.3152, grad_norm: 4.5787 2020-07-24 20:45:30,663 - mmaction - INFO - Epoch [45][880/940] lr: 1.000e-03, eta: 11:07:27, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8641, loss_cls: 1.3176, loss: 1.3176, grad_norm: 4.5297 2020-07-24 20:45:43,347 - mmaction - INFO - Epoch [45][900/940] lr: 1.000e-03, eta: 11:07:08, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8711, loss_cls: 1.2888, loss: 1.2888, grad_norm: 4.5481 2020-07-24 20:45:55,090 - mmaction - INFO - Epoch [45][920/940] lr: 1.000e-03, eta: 11:06:48, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6746, top5_acc: 0.8574, loss_cls: 1.3515, loss: 1.3515, grad_norm: 4.5717 2020-07-24 20:46:06,272 - mmaction - INFO - Epoch [45][940/940] lr: 1.000e-03, eta: 11:06:27, time: 0.560, data_time: 0.003, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8726, loss_cls: 1.2816, loss: 1.2816, grad_norm: 4.5831 2020-07-24 20:46:13,586 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-07-24 20:48:27,067 - mmaction - INFO - Epoch [46][20/940] lr: 1.000e-03, eta: 11:08:35, time: 6.653, data_time: 5.993, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2752, loss: 1.2752, grad_norm: 4.4647 2020-07-24 20:48:38,676 - mmaction - INFO - Epoch [46][40/940] lr: 1.000e-03, eta: 11:08:15, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8611, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.5068 2020-07-24 20:48:50,329 - mmaction - INFO - Epoch [46][60/940] lr: 1.000e-03, eta: 11:07:55, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6762, top5_acc: 0.8580, loss_cls: 1.3468, loss: 1.3468, grad_norm: 4.6406 2020-07-24 20:49:02,004 - mmaction - INFO - Epoch [46][80/940] lr: 1.000e-03, eta: 11:07:35, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.6820, top5_acc: 0.8615, loss_cls: 1.3082, loss: 1.3082, grad_norm: 4.4700 2020-07-24 20:49:13,691 - mmaction - INFO - Epoch [46][100/940] lr: 1.000e-03, eta: 11:07:14, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8586, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.5352 2020-07-24 20:49:26,212 - mmaction - INFO - Epoch [46][120/940] lr: 1.000e-03, eta: 11:06:55, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6793, top5_acc: 0.8656, loss_cls: 1.3158, loss: 1.3158, grad_norm: 4.5452 2020-07-24 20:49:38,133 - mmaction - INFO - Epoch [46][140/940] lr: 1.000e-03, eta: 11:06:35, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6758, top5_acc: 0.8619, loss_cls: 1.3236, loss: 1.3236, grad_norm: 4.5855 2020-07-24 20:49:50,663 - mmaction - INFO - Epoch [46][160/940] lr: 1.000e-03, eta: 11:06:16, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8688, loss_cls: 1.2697, loss: 1.2697, grad_norm: 4.4758 2020-07-24 20:50:03,395 - mmaction - INFO - Epoch [46][180/940] lr: 1.000e-03, eta: 11:05:57, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8699, loss_cls: 1.2933, loss: 1.2933, grad_norm: 4.4893 2020-07-24 20:50:15,244 - mmaction - INFO - Epoch [46][200/940] lr: 1.000e-03, eta: 11:05:37, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8686, loss_cls: 1.2860, loss: 1.2860, grad_norm: 4.4721 2020-07-24 20:50:27,875 - mmaction - INFO - Epoch [46][220/940] lr: 1.000e-03, eta: 11:05:18, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6836, top5_acc: 0.8623, loss_cls: 1.3009, loss: 1.3009, grad_norm: 4.5520 2020-07-24 20:50:40,191 - mmaction - INFO - Epoch [46][240/940] lr: 1.000e-03, eta: 11:04:59, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8695, loss_cls: 1.2943, loss: 1.2943, grad_norm: 4.5927 2020-07-24 20:50:52,070 - mmaction - INFO - Epoch [46][260/940] lr: 1.000e-03, eta: 11:04:39, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8672, loss_cls: 1.2900, loss: 1.2900, grad_norm: 4.5387 2020-07-24 20:51:03,744 - mmaction - INFO - Epoch [46][280/940] lr: 1.000e-03, eta: 11:04:19, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8623, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.6391 2020-07-24 20:51:16,520 - mmaction - INFO - Epoch [46][300/940] lr: 1.000e-03, eta: 11:04:00, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8709, loss_cls: 1.2707, loss: 1.2707, grad_norm: 4.5587 2020-07-24 20:51:28,978 - mmaction - INFO - Epoch [46][320/940] lr: 1.000e-03, eta: 11:03:41, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6744, top5_acc: 0.8629, loss_cls: 1.3133, loss: 1.3133, grad_norm: 4.5962 2020-07-24 20:51:41,479 - mmaction - INFO - Epoch [46][340/940] lr: 1.000e-03, eta: 11:03:22, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8629, loss_cls: 1.3020, loss: 1.3020, grad_norm: 4.5055 2020-07-24 20:51:53,982 - mmaction - INFO - Epoch [46][360/940] lr: 1.000e-03, eta: 11:03:03, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8590, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.6195 2020-07-24 20:52:05,742 - mmaction - INFO - Epoch [46][380/940] lr: 1.000e-03, eta: 11:02:43, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6824, top5_acc: 0.8680, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.5687 2020-07-24 20:52:18,537 - mmaction - INFO - Epoch [46][400/940] lr: 1.000e-03, eta: 11:02:24, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6709, top5_acc: 0.8568, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.5192 2020-07-24 20:52:31,159 - mmaction - INFO - Epoch [46][420/940] lr: 1.000e-03, eta: 11:02:05, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8631, loss_cls: 1.2853, loss: 1.2853, grad_norm: 4.4898 2020-07-24 20:52:43,804 - mmaction - INFO - Epoch [46][440/940] lr: 1.000e-03, eta: 11:01:46, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8621, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.5038 2020-07-24 20:52:55,509 - mmaction - INFO - Epoch [46][460/940] lr: 1.000e-03, eta: 11:01:26, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8656, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.5190 2020-07-24 20:53:08,166 - mmaction - INFO - Epoch [46][480/940] lr: 1.000e-03, eta: 11:01:07, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8617, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.5349 2020-07-24 20:53:19,958 - mmaction - INFO - Epoch [46][500/940] lr: 1.000e-03, eta: 11:00:47, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.6801, top5_acc: 0.8662, loss_cls: 1.3127, loss: 1.3127, grad_norm: 4.5546 2020-07-24 20:53:31,936 - mmaction - INFO - Epoch [46][520/940] lr: 1.000e-03, eta: 11:00:28, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6785, top5_acc: 0.8686, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.5695 2020-07-24 20:53:44,519 - mmaction - INFO - Epoch [46][540/940] lr: 1.000e-03, eta: 11:00:09, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8629, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.5309 2020-07-24 20:53:56,426 - mmaction - INFO - Epoch [46][560/940] lr: 1.000e-03, eta: 10:59:49, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6768, top5_acc: 0.8646, loss_cls: 1.2919, loss: 1.2919, grad_norm: 4.5357 2020-07-24 20:54:08,176 - mmaction - INFO - Epoch [46][580/940] lr: 1.000e-03, eta: 10:59:29, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6787, top5_acc: 0.8639, loss_cls: 1.2925, loss: 1.2925, grad_norm: 4.5394 2020-07-24 20:54:20,935 - mmaction - INFO - Epoch [46][600/940] lr: 1.000e-03, eta: 10:59:10, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8668, loss_cls: 1.2957, loss: 1.2957, grad_norm: 4.5783 2020-07-24 20:54:32,694 - mmaction - INFO - Epoch [46][620/940] lr: 1.000e-03, eta: 10:58:50, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6789, top5_acc: 0.8604, loss_cls: 1.3369, loss: 1.3369, grad_norm: 4.6713 2020-07-24 20:54:44,452 - mmaction - INFO - Epoch [46][640/940] lr: 1.000e-03, eta: 10:58:31, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3176, loss: 1.3176, grad_norm: 4.5765 2020-07-24 20:54:57,023 - mmaction - INFO - Epoch [46][660/940] lr: 1.000e-03, eta: 10:58:12, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.6601 2020-07-24 20:55:08,772 - mmaction - INFO - Epoch [46][680/940] lr: 1.000e-03, eta: 10:57:52, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8668, loss_cls: 1.2980, loss: 1.2980, grad_norm: 4.4764 2020-07-24 20:55:21,334 - mmaction - INFO - Epoch [46][700/940] lr: 1.000e-03, eta: 10:57:33, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6777, top5_acc: 0.8594, loss_cls: 1.3226, loss: 1.3226, grad_norm: 4.5277 2020-07-24 20:55:33,906 - mmaction - INFO - Epoch [46][720/940] lr: 1.000e-03, eta: 10:57:14, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8631, loss_cls: 1.2886, loss: 1.2886, grad_norm: 4.4845 2020-07-24 20:55:45,599 - mmaction - INFO - Epoch [46][740/940] lr: 1.000e-03, eta: 10:56:54, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6770, top5_acc: 0.8625, loss_cls: 1.3293, loss: 1.3293, grad_norm: 4.5904 2020-07-24 20:55:58,162 - mmaction - INFO - Epoch [46][760/940] lr: 1.000e-03, eta: 10:56:35, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8756, loss_cls: 1.2637, loss: 1.2637, grad_norm: 4.4856 2020-07-24 20:56:10,678 - mmaction - INFO - Epoch [46][780/940] lr: 1.000e-03, eta: 10:56:16, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8676, loss_cls: 1.2823, loss: 1.2823, grad_norm: 4.4920 2020-07-24 20:56:23,020 - mmaction - INFO - Epoch [46][800/940] lr: 1.000e-03, eta: 10:55:57, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8650, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.5623 2020-07-24 20:56:34,667 - mmaction - INFO - Epoch [46][820/940] lr: 1.000e-03, eta: 10:55:37, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8609, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.5523 2020-07-24 20:56:46,433 - mmaction - INFO - Epoch [46][840/940] lr: 1.000e-03, eta: 10:55:17, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8643, loss_cls: 1.3061, loss: 1.3061, grad_norm: 4.5589 2020-07-24 20:56:59,052 - mmaction - INFO - Epoch [46][860/940] lr: 1.000e-03, eta: 10:54:58, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8605, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.5202 2020-07-24 20:57:11,444 - mmaction - INFO - Epoch [46][880/940] lr: 1.000e-03, eta: 10:54:39, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6813, top5_acc: 0.8639, loss_cls: 1.3083, loss: 1.3083, grad_norm: 4.5902 2020-07-24 20:57:23,262 - mmaction - INFO - Epoch [46][900/940] lr: 1.000e-03, eta: 10:54:20, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8643, loss_cls: 1.2909, loss: 1.2909, grad_norm: 4.4651 2020-07-24 20:57:35,700 - mmaction - INFO - Epoch [46][920/940] lr: 1.000e-03, eta: 10:54:01, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8701, loss_cls: 1.2780, loss: 1.2780, grad_norm: 4.5284 2020-07-24 20:57:46,977 - mmaction - INFO - Epoch [46][940/940] lr: 1.000e-03, eta: 10:53:40, time: 0.563, data_time: 0.002, memory: 8344, top1_acc: 0.6817, top5_acc: 0.8612, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.5937 2020-07-24 20:59:50,838 - mmaction - INFO - Epoch [47][20/940] lr: 1.000e-03, eta: 10:55:28, time: 6.048, data_time: 5.442, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8699, loss_cls: 1.2896, loss: 1.2896, grad_norm: 4.5557 2020-07-24 21:00:02,486 - mmaction - INFO - Epoch [47][40/940] lr: 1.000e-03, eta: 10:55:08, time: 0.582, data_time: 0.003, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8625, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.5758 2020-07-24 21:00:19,242 - mmaction - INFO - Epoch [47][60/940] lr: 1.000e-03, eta: 10:54:54, time: 0.836, data_time: 0.005, memory: 8344, top1_acc: 0.6807, top5_acc: 0.8660, loss_cls: 1.3083, loss: 1.3083, grad_norm: 4.6280 2020-07-24 21:00:31,658 - mmaction - INFO - Epoch [47][80/940] lr: 1.000e-03, eta: 10:54:35, time: 0.624, data_time: 0.008, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8609, loss_cls: 1.3099, loss: 1.3099, grad_norm: 4.6343 2020-07-24 21:00:43,443 - mmaction - INFO - Epoch [47][100/940] lr: 1.000e-03, eta: 10:54:15, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8682, loss_cls: 1.2794, loss: 1.2794, grad_norm: 4.5602 2020-07-24 21:00:56,088 - mmaction - INFO - Epoch [47][120/940] lr: 1.000e-03, eta: 10:53:57, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3151, loss: 1.3151, grad_norm: 4.6486 2020-07-24 21:01:08,714 - mmaction - INFO - Epoch [47][140/940] lr: 1.000e-03, eta: 10:53:38, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8717, loss_cls: 1.2719, loss: 1.2719, grad_norm: 4.4628 2020-07-24 21:01:20,394 - mmaction - INFO - Epoch [47][160/940] lr: 1.000e-03, eta: 10:53:18, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6850, top5_acc: 0.8613, loss_cls: 1.3122, loss: 1.3122, grad_norm: 4.5371 2020-07-24 21:01:32,941 - mmaction - INFO - Epoch [47][180/940] lr: 1.000e-03, eta: 10:52:59, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8643, loss_cls: 1.2990, loss: 1.2990, grad_norm: 4.5309 2020-07-24 21:01:45,481 - mmaction - INFO - Epoch [47][200/940] lr: 1.000e-03, eta: 10:52:40, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8682, loss_cls: 1.2637, loss: 1.2637, grad_norm: 4.4343 2020-07-24 21:01:57,335 - mmaction - INFO - Epoch [47][220/940] lr: 1.000e-03, eta: 10:52:20, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6822, top5_acc: 0.8609, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.5637 2020-07-24 21:02:09,135 - mmaction - INFO - Epoch [47][240/940] lr: 1.000e-03, eta: 10:52:00, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8711, loss_cls: 1.2770, loss: 1.2770, grad_norm: 4.5256 2020-07-24 21:02:20,840 - mmaction - INFO - Epoch [47][260/940] lr: 1.000e-03, eta: 10:51:41, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.6730, top5_acc: 0.8637, loss_cls: 1.3174, loss: 1.3174, grad_norm: 4.6079 2020-07-24 21:02:33,367 - mmaction - INFO - Epoch [47][280/940] lr: 1.000e-03, eta: 10:51:22, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8650, loss_cls: 1.3050, loss: 1.3050, grad_norm: 4.5629 2020-07-24 21:02:45,935 - mmaction - INFO - Epoch [47][300/940] lr: 1.000e-03, eta: 10:51:03, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8699, loss_cls: 1.2683, loss: 1.2683, grad_norm: 4.5487 2020-07-24 21:02:58,672 - mmaction - INFO - Epoch [47][320/940] lr: 1.000e-03, eta: 10:50:44, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2850, loss: 1.2850, grad_norm: 4.4855 2020-07-24 21:03:10,342 - mmaction - INFO - Epoch [47][340/940] lr: 1.000e-03, eta: 10:50:24, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8771, loss_cls: 1.2469, loss: 1.2469, grad_norm: 4.5434 2020-07-24 21:03:22,780 - mmaction - INFO - Epoch [47][360/940] lr: 1.000e-03, eta: 10:50:05, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8576, loss_cls: 1.3370, loss: 1.3370, grad_norm: 4.5840 2020-07-24 21:03:35,302 - mmaction - INFO - Epoch [47][380/940] lr: 1.000e-03, eta: 10:49:46, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6777, top5_acc: 0.8602, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.6340 2020-07-24 21:03:47,755 - mmaction - INFO - Epoch [47][400/940] lr: 1.000e-03, eta: 10:49:27, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6777, top5_acc: 0.8680, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.5500 2020-07-24 21:03:59,585 - mmaction - INFO - Epoch [47][420/940] lr: 1.000e-03, eta: 10:49:08, time: 0.592, data_time: 0.004, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8697, loss_cls: 1.2935, loss: 1.2935, grad_norm: 4.5051 2020-07-24 21:04:12,071 - mmaction - INFO - Epoch [47][440/940] lr: 1.000e-03, eta: 10:48:49, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6744, top5_acc: 0.8660, loss_cls: 1.3046, loss: 1.3046, grad_norm: 4.6397 2020-07-24 21:04:24,814 - mmaction - INFO - Epoch [47][460/940] lr: 1.000e-03, eta: 10:48:30, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8670, loss_cls: 1.2825, loss: 1.2825, grad_norm: 4.6055 2020-07-24 21:04:37,352 - mmaction - INFO - Epoch [47][480/940] lr: 1.000e-03, eta: 10:48:11, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8682, loss_cls: 1.2664, loss: 1.2664, grad_norm: 4.5284 2020-07-24 21:04:49,123 - mmaction - INFO - Epoch [47][500/940] lr: 1.000e-03, eta: 10:47:52, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8590, loss_cls: 1.3368, loss: 1.3368, grad_norm: 4.6573 2020-07-24 21:05:00,887 - mmaction - INFO - Epoch [47][520/940] lr: 1.000e-03, eta: 10:47:32, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8691, loss_cls: 1.2926, loss: 1.2926, grad_norm: 4.5707 2020-07-24 21:05:13,414 - mmaction - INFO - Epoch [47][540/940] lr: 1.000e-03, eta: 10:47:13, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8721, loss_cls: 1.2601, loss: 1.2601, grad_norm: 4.5153 2020-07-24 21:05:25,231 - mmaction - INFO - Epoch [47][560/940] lr: 1.000e-03, eta: 10:46:53, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6729, top5_acc: 0.8652, loss_cls: 1.3050, loss: 1.3050, grad_norm: 4.6767 2020-07-24 21:05:37,940 - mmaction - INFO - Epoch [47][580/940] lr: 1.000e-03, eta: 10:46:35, time: 0.635, data_time: 0.001, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8744, loss_cls: 1.2719, loss: 1.2719, grad_norm: 4.5679 2020-07-24 21:05:49,651 - mmaction - INFO - Epoch [47][600/940] lr: 1.000e-03, eta: 10:46:15, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8598, loss_cls: 1.3147, loss: 1.3147, grad_norm: 4.6440 2020-07-24 21:06:01,414 - mmaction - INFO - Epoch [47][620/940] lr: 1.000e-03, eta: 10:45:55, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6764, top5_acc: 0.8645, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.6874 2020-07-24 21:06:13,119 - mmaction - INFO - Epoch [47][640/940] lr: 1.000e-03, eta: 10:45:36, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8678, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.6637 2020-07-24 21:06:25,577 - mmaction - INFO - Epoch [47][660/940] lr: 1.000e-03, eta: 10:45:17, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6793, top5_acc: 0.8727, loss_cls: 1.2797, loss: 1.2797, grad_norm: 4.6858 2020-07-24 21:06:38,177 - mmaction - INFO - Epoch [47][680/940] lr: 1.000e-03, eta: 10:44:58, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8672, loss_cls: 1.2740, loss: 1.2740, grad_norm: 4.5523 2020-07-24 21:06:49,966 - mmaction - INFO - Epoch [47][700/940] lr: 1.000e-03, eta: 10:44:38, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8658, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.6547 2020-07-24 21:07:02,491 - mmaction - INFO - Epoch [47][720/940] lr: 1.000e-03, eta: 10:44:20, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6826, top5_acc: 0.8717, loss_cls: 1.2749, loss: 1.2749, grad_norm: 4.6210 2020-07-24 21:07:15,040 - mmaction - INFO - Epoch [47][740/940] lr: 1.000e-03, eta: 10:44:01, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.2829, loss: 1.2829, grad_norm: 4.6491 2020-07-24 21:07:26,686 - mmaction - INFO - Epoch [47][760/940] lr: 1.000e-03, eta: 10:43:41, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8594, loss_cls: 1.2912, loss: 1.2912, grad_norm: 4.5041 2020-07-24 21:07:39,227 - mmaction - INFO - Epoch [47][780/940] lr: 1.000e-03, eta: 10:43:22, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8625, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.6784 2020-07-24 21:07:51,691 - mmaction - INFO - Epoch [47][800/940] lr: 1.000e-03, eta: 10:43:03, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8629, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.6140 2020-07-24 21:08:04,108 - mmaction - INFO - Epoch [47][820/940] lr: 1.000e-03, eta: 10:42:45, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8654, loss_cls: 1.3168, loss: 1.3168, grad_norm: 4.7231 2020-07-24 21:08:15,778 - mmaction - INFO - Epoch [47][840/940] lr: 1.000e-03, eta: 10:42:25, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8715, loss_cls: 1.2894, loss: 1.2894, grad_norm: 4.5472 2020-07-24 21:08:27,674 - mmaction - INFO - Epoch [47][860/940] lr: 1.000e-03, eta: 10:42:05, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8693, loss_cls: 1.2797, loss: 1.2797, grad_norm: 4.5430 2020-07-24 21:08:40,356 - mmaction - INFO - Epoch [47][880/940] lr: 1.000e-03, eta: 10:41:47, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6863, top5_acc: 0.8619, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.6249 2020-07-24 21:08:53,009 - mmaction - INFO - Epoch [47][900/940] lr: 1.000e-03, eta: 10:41:28, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8674, loss_cls: 1.2611, loss: 1.2611, grad_norm: 4.4945 2020-07-24 21:09:05,503 - mmaction - INFO - Epoch [47][920/940] lr: 1.000e-03, eta: 10:41:10, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8682, loss_cls: 1.2880, loss: 1.2880, grad_norm: 4.6106 2020-07-24 21:09:16,611 - mmaction - INFO - Epoch [47][940/940] lr: 1.000e-03, eta: 10:40:49, time: 0.557, data_time: 0.003, memory: 8344, top1_acc: 0.6752, top5_acc: 0.8569, loss_cls: 1.3330, loss: 1.3330, grad_norm: 4.6603 2020-07-24 21:11:40,324 - mmaction - INFO - Epoch [48][20/940] lr: 1.000e-03, eta: 10:42:49, time: 6.775, data_time: 6.090, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8594, loss_cls: 1.3014, loss: 1.3014, grad_norm: 4.5789 2020-07-24 21:11:52,617 - mmaction - INFO - Epoch [48][40/940] lr: 1.000e-03, eta: 10:42:30, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8688, loss_cls: 1.2873, loss: 1.2873, grad_norm: 4.6266 2020-07-24 21:12:05,069 - mmaction - INFO - Epoch [48][60/940] lr: 1.000e-03, eta: 10:42:11, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6813, top5_acc: 0.8707, loss_cls: 1.2698, loss: 1.2698, grad_norm: 4.5205 2020-07-24 21:12:16,876 - mmaction - INFO - Epoch [48][80/940] lr: 1.000e-03, eta: 10:41:51, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8613, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.6299 2020-07-24 21:12:29,354 - mmaction - INFO - Epoch [48][100/940] lr: 1.000e-03, eta: 10:41:33, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8719, loss_cls: 1.2521, loss: 1.2521, grad_norm: 4.5651 2020-07-24 21:12:41,106 - mmaction - INFO - Epoch [48][120/940] lr: 1.000e-03, eta: 10:41:13, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8627, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.7475 2020-07-24 21:12:53,689 - mmaction - INFO - Epoch [48][140/940] lr: 1.000e-03, eta: 10:40:54, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8660, loss_cls: 1.2875, loss: 1.2875, grad_norm: 4.5849 2020-07-24 21:13:06,465 - mmaction - INFO - Epoch [48][160/940] lr: 1.000e-03, eta: 10:40:36, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8666, loss_cls: 1.2707, loss: 1.2707, grad_norm: 4.5341 2020-07-24 21:13:18,128 - mmaction - INFO - Epoch [48][180/940] lr: 1.000e-03, eta: 10:40:16, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8658, loss_cls: 1.2814, loss: 1.2814, grad_norm: 4.5854 2020-07-24 21:13:29,791 - mmaction - INFO - Epoch [48][200/940] lr: 1.000e-03, eta: 10:39:56, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8637, loss_cls: 1.2797, loss: 1.2797, grad_norm: 4.5790 2020-07-24 21:13:42,264 - mmaction - INFO - Epoch [48][220/940] lr: 1.000e-03, eta: 10:39:37, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6750, top5_acc: 0.8598, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.6624 2020-07-24 21:13:54,818 - mmaction - INFO - Epoch [48][240/940] lr: 1.000e-03, eta: 10:39:19, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2435, loss: 1.2435, grad_norm: 4.5689 2020-07-24 21:14:06,624 - mmaction - INFO - Epoch [48][260/940] lr: 1.000e-03, eta: 10:38:59, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8654, loss_cls: 1.2857, loss: 1.2857, grad_norm: 4.5714 2020-07-24 21:14:18,276 - mmaction - INFO - Epoch [48][280/940] lr: 1.000e-03, eta: 10:38:39, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8705, loss_cls: 1.2896, loss: 1.2896, grad_norm: 4.6227 2020-07-24 21:14:31,045 - mmaction - INFO - Epoch [48][300/940] lr: 1.000e-03, eta: 10:38:21, time: 0.640, data_time: 0.004, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8654, loss_cls: 1.2878, loss: 1.2878, grad_norm: 4.6340 2020-07-24 21:14:43,477 - mmaction - INFO - Epoch [48][320/940] lr: 1.000e-03, eta: 10:38:02, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8713, loss_cls: 1.2599, loss: 1.2599, grad_norm: 4.6384 2020-07-24 21:14:55,165 - mmaction - INFO - Epoch [48][340/940] lr: 1.000e-03, eta: 10:37:42, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.6765 2020-07-24 21:15:07,664 - mmaction - INFO - Epoch [48][360/940] lr: 1.000e-03, eta: 10:37:24, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8637, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.6606 2020-07-24 21:15:19,399 - mmaction - INFO - Epoch [48][380/940] lr: 1.000e-03, eta: 10:37:04, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8637, loss_cls: 1.3139, loss: 1.3139, grad_norm: 4.6308 2020-07-24 21:15:31,938 - mmaction - INFO - Epoch [48][400/940] lr: 1.000e-03, eta: 10:36:45, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8678, loss_cls: 1.2705, loss: 1.2705, grad_norm: 4.6201 2020-07-24 21:15:44,358 - mmaction - INFO - Epoch [48][420/940] lr: 1.000e-03, eta: 10:36:26, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8619, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.6350 2020-07-24 21:15:56,963 - mmaction - INFO - Epoch [48][440/940] lr: 1.000e-03, eta: 10:36:08, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8742, loss_cls: 1.2458, loss: 1.2458, grad_norm: 4.5197 2020-07-24 21:16:08,662 - mmaction - INFO - Epoch [48][460/940] lr: 1.000e-03, eta: 10:35:48, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8641, loss_cls: 1.2955, loss: 1.2955, grad_norm: 4.6722 2020-07-24 21:16:20,516 - mmaction - INFO - Epoch [48][480/940] lr: 1.000e-03, eta: 10:35:29, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8574, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.6503 2020-07-24 21:16:32,364 - mmaction - INFO - Epoch [48][500/940] lr: 1.000e-03, eta: 10:35:09, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6734, top5_acc: 0.8654, loss_cls: 1.3045, loss: 1.3045, grad_norm: 4.6322 2020-07-24 21:16:44,785 - mmaction - INFO - Epoch [48][520/940] lr: 1.000e-03, eta: 10:34:50, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8684, loss_cls: 1.2920, loss: 1.2920, grad_norm: 4.6623 2020-07-24 21:16:56,611 - mmaction - INFO - Epoch [48][540/940] lr: 1.000e-03, eta: 10:34:31, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8635, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.7037 2020-07-24 21:17:08,330 - mmaction - INFO - Epoch [48][560/940] lr: 1.000e-03, eta: 10:34:11, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2833, loss: 1.2833, grad_norm: 4.6305 2020-07-24 21:17:20,772 - mmaction - INFO - Epoch [48][580/940] lr: 1.000e-03, eta: 10:33:53, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8580, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.7232 2020-07-24 21:17:32,443 - mmaction - INFO - Epoch [48][600/940] lr: 1.000e-03, eta: 10:33:33, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8635, loss_cls: 1.3022, loss: 1.3022, grad_norm: 4.5933 2020-07-24 21:17:44,998 - mmaction - INFO - Epoch [48][620/940] lr: 1.000e-03, eta: 10:33:14, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.5780 2020-07-24 21:17:56,889 - mmaction - INFO - Epoch [48][640/940] lr: 1.000e-03, eta: 10:32:55, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6873, top5_acc: 0.8641, loss_cls: 1.2953, loss: 1.2953, grad_norm: 4.5864 2020-07-24 21:18:09,400 - mmaction - INFO - Epoch [48][660/940] lr: 1.000e-03, eta: 10:32:37, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8693, loss_cls: 1.3086, loss: 1.3086, grad_norm: 4.7192 2020-07-24 21:18:21,368 - mmaction - INFO - Epoch [48][680/940] lr: 1.000e-03, eta: 10:32:17, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8650, loss_cls: 1.2625, loss: 1.2625, grad_norm: 4.5295 2020-07-24 21:18:33,866 - mmaction - INFO - Epoch [48][700/940] lr: 1.000e-03, eta: 10:31:59, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6775, top5_acc: 0.8658, loss_cls: 1.2948, loss: 1.2948, grad_norm: 4.7323 2020-07-24 21:18:45,563 - mmaction - INFO - Epoch [48][720/940] lr: 1.000e-03, eta: 10:31:39, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6814, top5_acc: 0.8609, loss_cls: 1.3045, loss: 1.3045, grad_norm: 4.6560 2020-07-24 21:18:57,392 - mmaction - INFO - Epoch [48][740/940] lr: 1.000e-03, eta: 10:31:20, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8691, loss_cls: 1.2667, loss: 1.2667, grad_norm: 4.6192 2020-07-24 21:19:09,074 - mmaction - INFO - Epoch [48][760/940] lr: 1.000e-03, eta: 10:31:00, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8645, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.6644 2020-07-24 21:19:21,834 - mmaction - INFO - Epoch [48][780/940] lr: 1.000e-03, eta: 10:30:42, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8723, loss_cls: 1.2564, loss: 1.2564, grad_norm: 4.5651 2020-07-24 21:19:34,478 - mmaction - INFO - Epoch [48][800/940] lr: 1.000e-03, eta: 10:30:23, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8697, loss_cls: 1.2636, loss: 1.2636, grad_norm: 4.5926 2020-07-24 21:19:46,279 - mmaction - INFO - Epoch [48][820/940] lr: 1.000e-03, eta: 10:30:04, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6773, top5_acc: 0.8705, loss_cls: 1.2868, loss: 1.2868, grad_norm: 4.6886 2020-07-24 21:19:57,999 - mmaction - INFO - Epoch [48][840/940] lr: 1.000e-03, eta: 10:29:44, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8619, loss_cls: 1.3175, loss: 1.3175, grad_norm: 4.6548 2020-07-24 21:20:09,757 - mmaction - INFO - Epoch [48][860/940] lr: 1.000e-03, eta: 10:29:25, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8605, loss_cls: 1.2939, loss: 1.2939, grad_norm: 4.6118 2020-07-24 21:20:22,351 - mmaction - INFO - Epoch [48][880/940] lr: 1.000e-03, eta: 10:29:07, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8686, loss_cls: 1.2819, loss: 1.2819, grad_norm: 4.5507 2020-07-24 21:20:34,955 - mmaction - INFO - Epoch [48][900/940] lr: 1.000e-03, eta: 10:28:48, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8633, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.6898 2020-07-24 21:20:47,509 - mmaction - INFO - Epoch [48][920/940] lr: 1.000e-03, eta: 10:28:30, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6754, top5_acc: 0.8594, loss_cls: 1.3225, loss: 1.3225, grad_norm: 4.6878 2020-07-24 21:20:58,655 - mmaction - INFO - Epoch [48][940/940] lr: 1.000e-03, eta: 10:28:09, time: 0.559, data_time: 0.003, memory: 8344, top1_acc: 0.6874, top5_acc: 0.8671, loss_cls: 1.2941, loss: 1.2941, grad_norm: 4.7138 2020-07-24 21:23:04,842 - mmaction - INFO - Epoch [49][20/940] lr: 1.000e-03, eta: 10:29:51, time: 6.151, data_time: 5.469, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8764, loss_cls: 1.2688, loss: 1.2688, grad_norm: 4.6100 2020-07-24 21:23:17,175 - mmaction - INFO - Epoch [49][40/940] lr: 1.000e-03, eta: 10:29:32, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8670, loss_cls: 1.2935, loss: 1.2935, grad_norm: 4.5857 2020-07-24 21:23:29,579 - mmaction - INFO - Epoch [49][60/940] lr: 1.000e-03, eta: 10:29:13, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8822, loss_cls: 1.2186, loss: 1.2186, grad_norm: 4.5765 2020-07-24 21:23:41,373 - mmaction - INFO - Epoch [49][80/940] lr: 1.000e-03, eta: 10:28:53, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8713, loss_cls: 1.2633, loss: 1.2633, grad_norm: 4.6196 2020-07-24 21:23:53,903 - mmaction - INFO - Epoch [49][100/940] lr: 1.000e-03, eta: 10:28:35, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6807, top5_acc: 0.8629, loss_cls: 1.2941, loss: 1.2941, grad_norm: 4.6691 2020-07-24 21:24:06,382 - mmaction - INFO - Epoch [49][120/940] lr: 1.000e-03, eta: 10:28:16, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8631, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.6153 2020-07-24 21:24:19,074 - mmaction - INFO - Epoch [49][140/940] lr: 1.000e-03, eta: 10:27:58, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8658, loss_cls: 1.2896, loss: 1.2896, grad_norm: 4.5915 2020-07-24 21:24:30,876 - mmaction - INFO - Epoch [49][160/940] lr: 1.000e-03, eta: 10:27:38, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8633, loss_cls: 1.2989, loss: 1.2989, grad_norm: 4.6651 2020-07-24 21:24:43,418 - mmaction - INFO - Epoch [49][180/940] lr: 1.000e-03, eta: 10:27:20, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6850, top5_acc: 0.8686, loss_cls: 1.2825, loss: 1.2825, grad_norm: 4.6220 2020-07-24 21:24:55,877 - mmaction - INFO - Epoch [49][200/940] lr: 1.000e-03, eta: 10:27:01, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8621, loss_cls: 1.3001, loss: 1.3001, grad_norm: 4.6350 2020-07-24 21:25:07,542 - mmaction - INFO - Epoch [49][220/940] lr: 1.000e-03, eta: 10:26:42, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.6818, top5_acc: 0.8686, loss_cls: 1.2854, loss: 1.2854, grad_norm: 4.7068 2020-07-24 21:25:20,306 - mmaction - INFO - Epoch [49][240/940] lr: 1.000e-03, eta: 10:26:23, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8705, loss_cls: 1.2560, loss: 1.2560, grad_norm: 4.6308 2020-07-24 21:25:32,117 - mmaction - INFO - Epoch [49][260/940] lr: 1.000e-03, eta: 10:26:04, time: 0.596, data_time: 0.007, memory: 8344, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3227, loss: 1.3227, grad_norm: 4.7545 2020-07-24 21:25:44,841 - mmaction - INFO - Epoch [49][280/940] lr: 1.000e-03, eta: 10:25:45, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8744, loss_cls: 1.2436, loss: 1.2436, grad_norm: 4.5650 2020-07-24 21:25:57,434 - mmaction - INFO - Epoch [49][300/940] lr: 1.000e-03, eta: 10:25:27, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6768, top5_acc: 0.8631, loss_cls: 1.3083, loss: 1.3083, grad_norm: 4.6982 2020-07-24 21:26:09,147 - mmaction - INFO - Epoch [49][320/940] lr: 1.000e-03, eta: 10:25:08, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8650, loss_cls: 1.2953, loss: 1.2953, grad_norm: 4.5972 2020-07-24 21:26:21,808 - mmaction - INFO - Epoch [49][340/940] lr: 1.000e-03, eta: 10:24:49, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8641, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.6831 2020-07-24 21:26:33,485 - mmaction - INFO - Epoch [49][360/940] lr: 1.000e-03, eta: 10:24:30, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8723, loss_cls: 1.2482, loss: 1.2482, grad_norm: 4.5965 2020-07-24 21:26:46,136 - mmaction - INFO - Epoch [49][380/940] lr: 1.000e-03, eta: 10:24:11, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8713, loss_cls: 1.2878, loss: 1.2878, grad_norm: 4.6069 2020-07-24 21:26:58,566 - mmaction - INFO - Epoch [49][400/940] lr: 1.000e-03, eta: 10:23:53, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8705, loss_cls: 1.2521, loss: 1.2521, grad_norm: 4.5987 2020-07-24 21:27:10,343 - mmaction - INFO - Epoch [49][420/940] lr: 1.000e-03, eta: 10:23:33, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8631, loss_cls: 1.3046, loss: 1.3046, grad_norm: 4.6391 2020-07-24 21:27:22,034 - mmaction - INFO - Epoch [49][440/940] lr: 1.000e-03, eta: 10:23:14, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6830, top5_acc: 0.8633, loss_cls: 1.2869, loss: 1.2869, grad_norm: 4.6587 2020-07-24 21:27:34,643 - mmaction - INFO - Epoch [49][460/940] lr: 1.000e-03, eta: 10:22:55, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8756, loss_cls: 1.2269, loss: 1.2269, grad_norm: 4.5334 2020-07-24 21:27:46,473 - mmaction - INFO - Epoch [49][480/940] lr: 1.000e-03, eta: 10:22:36, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8646, loss_cls: 1.2793, loss: 1.2793, grad_norm: 4.5873 2020-07-24 21:27:59,033 - mmaction - INFO - Epoch [49][500/940] lr: 1.000e-03, eta: 10:22:18, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8701, loss_cls: 1.2937, loss: 1.2937, grad_norm: 4.6812 2020-07-24 21:28:11,074 - mmaction - INFO - Epoch [49][520/940] lr: 1.000e-03, eta: 10:21:59, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6865, top5_acc: 0.8615, loss_cls: 1.2948, loss: 1.2948, grad_norm: 4.6833 2020-07-24 21:28:22,711 - mmaction - INFO - Epoch [49][540/940] lr: 1.000e-03, eta: 10:21:39, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8666, loss_cls: 1.2688, loss: 1.2688, grad_norm: 4.6556 2020-07-24 21:28:34,569 - mmaction - INFO - Epoch [49][560/940] lr: 1.000e-03, eta: 10:21:20, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6822, top5_acc: 0.8635, loss_cls: 1.3008, loss: 1.3008, grad_norm: 4.6480 2020-07-24 21:28:47,232 - mmaction - INFO - Epoch [49][580/940] lr: 1.000e-03, eta: 10:21:01, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8617, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.7414 2020-07-24 21:28:59,498 - mmaction - INFO - Epoch [49][600/940] lr: 1.000e-03, eta: 10:20:43, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8689, loss_cls: 1.2740, loss: 1.2740, grad_norm: 4.6083 2020-07-24 21:29:11,431 - mmaction - INFO - Epoch [49][620/940] lr: 1.000e-03, eta: 10:20:24, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8674, loss_cls: 1.2802, loss: 1.2802, grad_norm: 4.6038 2020-07-24 21:29:24,089 - mmaction - INFO - Epoch [49][640/940] lr: 1.000e-03, eta: 10:20:05, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6881, top5_acc: 0.8646, loss_cls: 1.2864, loss: 1.2864, grad_norm: 4.6501 2020-07-24 21:29:35,846 - mmaction - INFO - Epoch [49][660/940] lr: 1.000e-03, eta: 10:19:46, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8660, loss_cls: 1.2867, loss: 1.2867, grad_norm: 4.6708 2020-07-24 21:29:48,461 - mmaction - INFO - Epoch [49][680/940] lr: 1.000e-03, eta: 10:19:28, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.6855, top5_acc: 0.8625, loss_cls: 1.2971, loss: 1.2971, grad_norm: 4.7095 2020-07-24 21:30:00,235 - mmaction - INFO - Epoch [49][700/940] lr: 1.000e-03, eta: 10:19:08, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8691, loss_cls: 1.2686, loss: 1.2686, grad_norm: 4.6242 2020-07-24 21:30:12,847 - mmaction - INFO - Epoch [49][720/940] lr: 1.000e-03, eta: 10:18:50, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8625, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.7352 2020-07-24 21:30:24,611 - mmaction - INFO - Epoch [49][740/940] lr: 1.000e-03, eta: 10:18:31, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8654, loss_cls: 1.2685, loss: 1.2685, grad_norm: 4.6351 2020-07-24 21:30:37,183 - mmaction - INFO - Epoch [49][760/940] lr: 1.000e-03, eta: 10:18:12, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8602, loss_cls: 1.3019, loss: 1.3019, grad_norm: 4.6582 2020-07-24 21:30:49,235 - mmaction - INFO - Epoch [49][780/940] lr: 1.000e-03, eta: 10:17:53, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8705, loss_cls: 1.2508, loss: 1.2508, grad_norm: 4.6077 2020-07-24 21:31:01,786 - mmaction - INFO - Epoch [49][800/940] lr: 1.000e-03, eta: 10:17:35, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8691, loss_cls: 1.2600, loss: 1.2600, grad_norm: 4.5951 2020-07-24 21:31:13,615 - mmaction - INFO - Epoch [49][820/940] lr: 1.000e-03, eta: 10:17:16, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8645, loss_cls: 1.2949, loss: 1.2949, grad_norm: 4.7465 2020-07-24 21:31:25,420 - mmaction - INFO - Epoch [49][840/940] lr: 1.000e-03, eta: 10:16:57, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8729, loss_cls: 1.2398, loss: 1.2398, grad_norm: 4.5400 2020-07-24 21:31:37,558 - mmaction - INFO - Epoch [49][860/940] lr: 1.000e-03, eta: 10:16:38, time: 0.607, data_time: 0.003, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8674, loss_cls: 1.2608, loss: 1.2608, grad_norm: 4.6894 2020-07-24 21:31:50,210 - mmaction - INFO - Epoch [49][880/940] lr: 1.000e-03, eta: 10:16:19, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6807, top5_acc: 0.8635, loss_cls: 1.2957, loss: 1.2957, grad_norm: 4.6996 2020-07-24 21:32:02,106 - mmaction - INFO - Epoch [49][900/940] lr: 1.000e-03, eta: 10:16:00, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6787, top5_acc: 0.8615, loss_cls: 1.3156, loss: 1.3156, grad_norm: 4.7152 2020-07-24 21:32:13,936 - mmaction - INFO - Epoch [49][920/940] lr: 1.000e-03, eta: 10:15:41, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8592, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.6179 2020-07-24 21:32:25,129 - mmaction - INFO - Epoch [49][940/940] lr: 1.000e-03, eta: 10:15:21, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.6841, top5_acc: 0.8634, loss_cls: 1.3013, loss: 1.3013, grad_norm: 4.7353 2020-07-24 21:34:33,278 - mmaction - INFO - Epoch [50][20/940] lr: 1.000e-03, eta: 10:16:59, time: 6.204, data_time: 5.589, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8734, loss_cls: 1.2565, loss: 1.2565, grad_norm: 4.6281 2020-07-24 21:34:45,166 - mmaction - INFO - Epoch [50][40/940] lr: 1.000e-03, eta: 10:16:40, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8742, loss_cls: 1.2765, loss: 1.2765, grad_norm: 4.6295 2020-07-24 21:34:57,362 - mmaction - INFO - Epoch [50][60/940] lr: 1.000e-03, eta: 10:16:21, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8771, loss_cls: 1.2267, loss: 1.2267, grad_norm: 4.6174 2020-07-24 21:35:09,854 - mmaction - INFO - Epoch [50][80/940] lr: 1.000e-03, eta: 10:16:03, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8686, loss_cls: 1.2751, loss: 1.2751, grad_norm: 4.7178 2020-07-24 21:35:21,515 - mmaction - INFO - Epoch [50][100/940] lr: 1.000e-03, eta: 10:15:43, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8730, loss_cls: 1.2548, loss: 1.2548, grad_norm: 4.6517 2020-07-24 21:35:33,845 - mmaction - INFO - Epoch [50][120/940] lr: 1.000e-03, eta: 10:15:25, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8705, loss_cls: 1.2574, loss: 1.2574, grad_norm: 4.5698 2020-07-24 21:35:45,658 - mmaction - INFO - Epoch [50][140/940] lr: 1.000e-03, eta: 10:15:05, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8641, loss_cls: 1.2920, loss: 1.2920, grad_norm: 4.7481 2020-07-24 21:35:58,261 - mmaction - INFO - Epoch [50][160/940] lr: 1.000e-03, eta: 10:14:47, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8668, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.7057 2020-07-24 21:36:10,142 - mmaction - INFO - Epoch [50][180/940] lr: 1.000e-03, eta: 10:14:28, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8682, loss_cls: 1.2596, loss: 1.2596, grad_norm: 4.6013 2020-07-24 21:36:22,576 - mmaction - INFO - Epoch [50][200/940] lr: 1.000e-03, eta: 10:14:09, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8705, loss_cls: 1.2653, loss: 1.2653, grad_norm: 4.7451 2020-07-24 21:36:35,094 - mmaction - INFO - Epoch [50][220/940] lr: 1.000e-03, eta: 10:13:51, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8686, loss_cls: 1.3018, loss: 1.3018, grad_norm: 4.7533 2020-07-24 21:36:47,578 - mmaction - INFO - Epoch [50][240/940] lr: 1.000e-03, eta: 10:13:32, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8713, loss_cls: 1.2257, loss: 1.2257, grad_norm: 4.6182 2020-07-24 21:36:59,519 - mmaction - INFO - Epoch [50][260/940] lr: 1.000e-03, eta: 10:13:13, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8633, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.6929 2020-07-24 21:37:11,160 - mmaction - INFO - Epoch [50][280/940] lr: 1.000e-03, eta: 10:12:54, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8688, loss_cls: 1.2558, loss: 1.2558, grad_norm: 4.6198 2020-07-24 21:37:22,856 - mmaction - INFO - Epoch [50][300/940] lr: 1.000e-03, eta: 10:12:35, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8709, loss_cls: 1.2824, loss: 1.2824, grad_norm: 4.6563 2020-07-24 21:37:35,505 - mmaction - INFO - Epoch [50][320/940] lr: 1.000e-03, eta: 10:12:16, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8691, loss_cls: 1.2792, loss: 1.2792, grad_norm: 4.6056 2020-07-24 21:37:47,982 - mmaction - INFO - Epoch [50][340/940] lr: 1.000e-03, eta: 10:11:58, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8650, loss_cls: 1.2631, loss: 1.2631, grad_norm: 4.6423 2020-07-24 21:38:00,462 - mmaction - INFO - Epoch [50][360/940] lr: 1.000e-03, eta: 10:11:40, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2619, loss: 1.2619, grad_norm: 4.6589 2020-07-24 21:38:12,234 - mmaction - INFO - Epoch [50][380/940] lr: 1.000e-03, eta: 10:11:20, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2572, loss: 1.2572, grad_norm: 4.6438 2020-07-24 21:38:24,031 - mmaction - INFO - Epoch [50][400/940] lr: 1.000e-03, eta: 10:11:01, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6842, top5_acc: 0.8725, loss_cls: 1.2857, loss: 1.2857, grad_norm: 4.6631 2020-07-24 21:38:35,711 - mmaction - INFO - Epoch [50][420/940] lr: 1.000e-03, eta: 10:10:42, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8785, loss_cls: 1.2414, loss: 1.2414, grad_norm: 4.6770 2020-07-24 21:38:47,439 - mmaction - INFO - Epoch [50][440/940] lr: 1.000e-03, eta: 10:10:23, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8664, loss_cls: 1.2820, loss: 1.2820, grad_norm: 4.6544 2020-07-24 21:39:00,176 - mmaction - INFO - Epoch [50][460/940] lr: 1.000e-03, eta: 10:10:05, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8721, loss_cls: 1.2579, loss: 1.2579, grad_norm: 4.7063 2020-07-24 21:39:11,803 - mmaction - INFO - Epoch [50][480/940] lr: 1.000e-03, eta: 10:09:45, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2464, loss: 1.2464, grad_norm: 4.5653 2020-07-24 21:39:24,420 - mmaction - INFO - Epoch [50][500/940] lr: 1.000e-03, eta: 10:09:27, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8738, loss_cls: 1.2457, loss: 1.2457, grad_norm: 4.5395 2020-07-24 21:39:36,241 - mmaction - INFO - Epoch [50][520/940] lr: 1.000e-03, eta: 10:09:08, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8674, loss_cls: 1.2852, loss: 1.2852, grad_norm: 4.6478 2020-07-24 21:39:49,045 - mmaction - INFO - Epoch [50][540/940] lr: 1.000e-03, eta: 10:08:50, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8680, loss_cls: 1.2412, loss: 1.2412, grad_norm: 4.6320 2020-07-24 21:40:00,817 - mmaction - INFO - Epoch [50][560/940] lr: 1.000e-03, eta: 10:08:31, time: 0.596, data_time: 0.009, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8656, loss_cls: 1.2749, loss: 1.2749, grad_norm: 4.6376 2020-07-24 21:40:13,248 - mmaction - INFO - Epoch [50][580/940] lr: 1.000e-03, eta: 10:08:12, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8668, loss_cls: 1.2831, loss: 1.2831, grad_norm: 4.7524 2020-07-24 21:40:25,073 - mmaction - INFO - Epoch [50][600/940] lr: 1.000e-03, eta: 10:07:53, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8742, loss_cls: 1.2333, loss: 1.2333, grad_norm: 4.5765 2020-07-24 21:40:37,476 - mmaction - INFO - Epoch [50][620/940] lr: 1.000e-03, eta: 10:07:35, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8695, loss_cls: 1.2571, loss: 1.2571, grad_norm: 4.6495 2020-07-24 21:40:49,877 - mmaction - INFO - Epoch [50][640/940] lr: 1.000e-03, eta: 10:07:16, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8635, loss_cls: 1.2740, loss: 1.2740, grad_norm: 4.6391 2020-07-24 21:41:01,749 - mmaction - INFO - Epoch [50][660/940] lr: 1.000e-03, eta: 10:06:57, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8676, loss_cls: 1.2863, loss: 1.2863, grad_norm: 4.7350 2020-07-24 21:41:14,308 - mmaction - INFO - Epoch [50][680/940] lr: 1.000e-03, eta: 10:06:39, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8699, loss_cls: 1.2668, loss: 1.2668, grad_norm: 4.6031 2020-07-24 21:41:26,316 - mmaction - INFO - Epoch [50][700/940] lr: 1.000e-03, eta: 10:06:20, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.6871, top5_acc: 0.8654, loss_cls: 1.2823, loss: 1.2823, grad_norm: 4.7508 2020-07-24 21:41:38,925 - mmaction - INFO - Epoch [50][720/940] lr: 1.000e-03, eta: 10:06:02, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6850, top5_acc: 0.8664, loss_cls: 1.2947, loss: 1.2947, grad_norm: 4.6864 2020-07-24 21:41:51,531 - mmaction - INFO - Epoch [50][740/940] lr: 1.000e-03, eta: 10:05:44, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8742, loss_cls: 1.2544, loss: 1.2544, grad_norm: 4.6846 2020-07-24 21:42:03,257 - mmaction - INFO - Epoch [50][760/940] lr: 1.000e-03, eta: 10:05:25, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2845, loss: 1.2845, grad_norm: 4.7273 2020-07-24 21:42:14,990 - mmaction - INFO - Epoch [50][780/940] lr: 1.000e-03, eta: 10:05:06, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8713, loss_cls: 1.2675, loss: 1.2675, grad_norm: 4.7270 2020-07-24 21:42:27,733 - mmaction - INFO - Epoch [50][800/940] lr: 1.000e-03, eta: 10:04:48, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8662, loss_cls: 1.2597, loss: 1.2597, grad_norm: 4.6429 2020-07-24 21:42:40,361 - mmaction - INFO - Epoch [50][820/940] lr: 1.000e-03, eta: 10:04:29, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8707, loss_cls: 1.2413, loss: 1.2413, grad_norm: 4.6457 2020-07-24 21:42:52,126 - mmaction - INFO - Epoch [50][840/940] lr: 1.000e-03, eta: 10:04:10, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8676, loss_cls: 1.2661, loss: 1.2661, grad_norm: 4.6749 2020-07-24 21:43:03,800 - mmaction - INFO - Epoch [50][860/940] lr: 1.000e-03, eta: 10:03:51, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8748, loss_cls: 1.2495, loss: 1.2495, grad_norm: 4.6925 2020-07-24 21:43:16,323 - mmaction - INFO - Epoch [50][880/940] lr: 1.000e-03, eta: 10:03:33, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8725, loss_cls: 1.2323, loss: 1.2323, grad_norm: 4.5867 2020-07-24 21:43:28,807 - mmaction - INFO - Epoch [50][900/940] lr: 1.000e-03, eta: 10:03:15, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8621, loss_cls: 1.2928, loss: 1.2928, grad_norm: 4.7386 2020-07-24 21:43:41,262 - mmaction - INFO - Epoch [50][920/940] lr: 1.000e-03, eta: 10:02:56, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8668, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.7815 2020-07-24 21:43:52,433 - mmaction - INFO - Epoch [50][940/940] lr: 1.000e-03, eta: 10:02:37, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.6935, top5_acc: 0.8703, loss_cls: 1.2680, loss: 1.2680, grad_norm: 4.6794 2020-07-24 21:43:55,608 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-07-24 21:45:57,159 - mmaction - INFO - Epoch [51][20/940] lr: 1.000e-03, eta: 10:04:07, time: 6.057, data_time: 5.441, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8715, loss_cls: 1.2689, loss: 1.2689, grad_norm: 4.6899 2020-07-24 21:46:09,659 - mmaction - INFO - Epoch [51][40/940] lr: 1.000e-03, eta: 10:03:49, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8678, loss_cls: 1.2611, loss: 1.2611, grad_norm: 4.6158 2020-07-24 21:46:22,025 - mmaction - INFO - Epoch [51][60/940] lr: 1.000e-03, eta: 10:03:30, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8814, loss_cls: 1.1980, loss: 1.1980, grad_norm: 4.5387 2020-07-24 21:46:34,613 - mmaction - INFO - Epoch [51][80/940] lr: 1.000e-03, eta: 10:03:12, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8711, loss_cls: 1.2805, loss: 1.2805, grad_norm: 4.6766 2020-07-24 21:46:46,305 - mmaction - INFO - Epoch [51][100/940] lr: 1.000e-03, eta: 10:02:53, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8725, loss_cls: 1.2659, loss: 1.2659, grad_norm: 4.7505 2020-07-24 21:46:59,138 - mmaction - INFO - Epoch [51][120/940] lr: 1.000e-03, eta: 10:02:35, time: 0.641, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8699, loss_cls: 1.2481, loss: 1.2481, grad_norm: 4.6774 2020-07-24 21:47:11,575 - mmaction - INFO - Epoch [51][140/940] lr: 1.000e-03, eta: 10:02:16, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8740, loss_cls: 1.2310, loss: 1.2310, grad_norm: 4.6211 2020-07-24 21:47:24,227 - mmaction - INFO - Epoch [51][160/940] lr: 1.000e-03, eta: 10:01:58, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6795, top5_acc: 0.8621, loss_cls: 1.3169, loss: 1.3169, grad_norm: 4.7700 2020-07-24 21:47:36,797 - mmaction - INFO - Epoch [51][180/940] lr: 1.000e-03, eta: 10:01:40, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8740, loss_cls: 1.2432, loss: 1.2432, grad_norm: 4.6426 2020-07-24 21:47:48,602 - mmaction - INFO - Epoch [51][200/940] lr: 1.000e-03, eta: 10:01:21, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8697, loss_cls: 1.2908, loss: 1.2908, grad_norm: 4.7839 2020-07-24 21:48:00,467 - mmaction - INFO - Epoch [51][220/940] lr: 1.000e-03, eta: 10:01:02, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8719, loss_cls: 1.2333, loss: 1.2333, grad_norm: 4.6787 2020-07-24 21:48:13,006 - mmaction - INFO - Epoch [51][240/940] lr: 1.000e-03, eta: 10:00:44, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8695, loss_cls: 1.2785, loss: 1.2785, grad_norm: 4.7541 2020-07-24 21:48:24,723 - mmaction - INFO - Epoch [51][260/940] lr: 1.000e-03, eta: 10:00:25, time: 0.591, data_time: 0.008, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8785, loss_cls: 1.2384, loss: 1.2384, grad_norm: 4.6527 2020-07-24 21:48:37,200 - mmaction - INFO - Epoch [51][280/940] lr: 1.000e-03, eta: 10:00:06, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8668, loss_cls: 1.2618, loss: 1.2618, grad_norm: 4.7044 2020-07-24 21:48:49,966 - mmaction - INFO - Epoch [51][300/940] lr: 1.000e-03, eta: 9:59:48, time: 0.638, data_time: 0.003, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2622, loss: 1.2622, grad_norm: 4.6766 2020-07-24 21:49:02,602 - mmaction - INFO - Epoch [51][320/940] lr: 1.000e-03, eta: 9:59:30, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8717, loss_cls: 1.2554, loss: 1.2554, grad_norm: 4.6639 2020-07-24 21:49:14,381 - mmaction - INFO - Epoch [51][340/940] lr: 1.000e-03, eta: 9:59:11, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8758, loss_cls: 1.2311, loss: 1.2311, grad_norm: 4.6662 2020-07-24 21:49:27,247 - mmaction - INFO - Epoch [51][360/940] lr: 1.000e-03, eta: 9:58:53, time: 0.643, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8641, loss_cls: 1.2774, loss: 1.2774, grad_norm: 4.6809 2020-07-24 21:49:39,049 - mmaction - INFO - Epoch [51][380/940] lr: 1.000e-03, eta: 9:58:34, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8748, loss_cls: 1.2434, loss: 1.2434, grad_norm: 4.7334 2020-07-24 21:49:51,779 - mmaction - INFO - Epoch [51][400/940] lr: 1.000e-03, eta: 9:58:16, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8715, loss_cls: 1.2770, loss: 1.2770, grad_norm: 4.7673 2020-07-24 21:50:03,503 - mmaction - INFO - Epoch [51][420/940] lr: 1.000e-03, eta: 9:57:57, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8729, loss_cls: 1.2239, loss: 1.2239, grad_norm: 4.6313 2020-07-24 21:50:16,039 - mmaction - INFO - Epoch [51][440/940] lr: 1.000e-03, eta: 9:57:39, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8695, loss_cls: 1.2620, loss: 1.2620, grad_norm: 4.7095 2020-07-24 21:50:27,641 - mmaction - INFO - Epoch [51][460/940] lr: 1.000e-03, eta: 9:57:20, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.6844, top5_acc: 0.8682, loss_cls: 1.2897, loss: 1.2897, grad_norm: 4.7829 2020-07-24 21:50:39,489 - mmaction - INFO - Epoch [51][480/940] lr: 1.000e-03, eta: 9:57:01, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8684, loss_cls: 1.2648, loss: 1.2648, grad_norm: 4.7431 2020-07-24 21:50:52,262 - mmaction - INFO - Epoch [51][500/940] lr: 1.000e-03, eta: 9:56:43, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8680, loss_cls: 1.2837, loss: 1.2837, grad_norm: 4.7515 2020-07-24 21:51:03,998 - mmaction - INFO - Epoch [51][520/940] lr: 1.000e-03, eta: 9:56:24, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8721, loss_cls: 1.2803, loss: 1.2803, grad_norm: 4.7542 2020-07-24 21:51:15,794 - mmaction - INFO - Epoch [51][540/940] lr: 1.000e-03, eta: 9:56:05, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6902, top5_acc: 0.8691, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.7586 2020-07-24 21:51:28,280 - mmaction - INFO - Epoch [51][560/940] lr: 1.000e-03, eta: 9:55:47, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8668, loss_cls: 1.2768, loss: 1.2768, grad_norm: 4.6738 2020-07-24 21:51:40,309 - mmaction - INFO - Epoch [51][580/940] lr: 1.000e-03, eta: 9:55:28, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8723, loss_cls: 1.2242, loss: 1.2242, grad_norm: 4.6260 2020-07-24 21:51:52,054 - mmaction - INFO - Epoch [51][600/940] lr: 1.000e-03, eta: 9:55:09, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8674, loss_cls: 1.2915, loss: 1.2915, grad_norm: 4.7359 2020-07-24 21:52:04,697 - mmaction - INFO - Epoch [51][620/940] lr: 1.000e-03, eta: 9:54:51, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8646, loss_cls: 1.2768, loss: 1.2768, grad_norm: 4.6649 2020-07-24 21:52:16,449 - mmaction - INFO - Epoch [51][640/940] lr: 1.000e-03, eta: 9:54:32, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8709, loss_cls: 1.2681, loss: 1.2681, grad_norm: 4.7301 2020-07-24 21:52:29,024 - mmaction - INFO - Epoch [51][660/940] lr: 1.000e-03, eta: 9:54:14, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8732, loss_cls: 1.2511, loss: 1.2511, grad_norm: 4.7227 2020-07-24 21:52:40,716 - mmaction - INFO - Epoch [51][680/940] lr: 1.000e-03, eta: 9:53:55, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8750, loss_cls: 1.2540, loss: 1.2540, grad_norm: 4.7306 2020-07-24 21:52:53,182 - mmaction - INFO - Epoch [51][700/940] lr: 1.000e-03, eta: 9:53:37, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8707, loss_cls: 1.2856, loss: 1.2856, grad_norm: 4.7352 2020-07-24 21:53:05,092 - mmaction - INFO - Epoch [51][720/940] lr: 1.000e-03, eta: 9:53:18, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8631, loss_cls: 1.2842, loss: 1.2842, grad_norm: 4.7636 2020-07-24 21:53:17,769 - mmaction - INFO - Epoch [51][740/940] lr: 1.000e-03, eta: 9:53:00, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8670, loss_cls: 1.2892, loss: 1.2892, grad_norm: 4.8230 2020-07-24 21:53:30,497 - mmaction - INFO - Epoch [51][760/940] lr: 1.000e-03, eta: 9:52:42, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8779, loss_cls: 1.2334, loss: 1.2334, grad_norm: 4.6546 2020-07-24 21:53:42,322 - mmaction - INFO - Epoch [51][780/940] lr: 1.000e-03, eta: 9:52:23, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6797, top5_acc: 0.8635, loss_cls: 1.2962, loss: 1.2962, grad_norm: 4.7715 2020-07-24 21:53:54,899 - mmaction - INFO - Epoch [51][800/940] lr: 1.000e-03, eta: 9:52:05, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2696, loss: 1.2696, grad_norm: 4.8045 2020-07-24 21:54:06,749 - mmaction - INFO - Epoch [51][820/940] lr: 1.000e-03, eta: 9:51:47, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6783, top5_acc: 0.8650, loss_cls: 1.3062, loss: 1.3062, grad_norm: 4.7643 2020-07-24 21:54:19,327 - mmaction - INFO - Epoch [51][840/940] lr: 1.000e-03, eta: 9:51:28, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8695, loss_cls: 1.2633, loss: 1.2633, grad_norm: 4.6840 2020-07-24 21:54:31,751 - mmaction - INFO - Epoch [51][860/940] lr: 1.000e-03, eta: 9:51:10, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8707, loss_cls: 1.2746, loss: 1.2746, grad_norm: 4.8000 2020-07-24 21:54:44,392 - mmaction - INFO - Epoch [51][880/940] lr: 1.000e-03, eta: 9:50:52, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6791, top5_acc: 0.8672, loss_cls: 1.2981, loss: 1.2981, grad_norm: 4.7686 2020-07-24 21:54:56,100 - mmaction - INFO - Epoch [51][900/940] lr: 1.000e-03, eta: 9:50:33, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8729, loss_cls: 1.2852, loss: 1.2852, grad_norm: 4.7458 2020-07-24 21:55:08,530 - mmaction - INFO - Epoch [51][920/940] lr: 1.000e-03, eta: 9:50:15, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8756, loss_cls: 1.2346, loss: 1.2346, grad_norm: 4.6393 2020-07-24 21:55:19,709 - mmaction - INFO - Epoch [51][940/940] lr: 1.000e-03, eta: 9:49:56, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.6923, top5_acc: 0.8689, loss_cls: 1.2602, loss: 1.2602, grad_norm: 4.7815 2020-07-24 21:57:47,597 - mmaction - INFO - Epoch [52][20/940] lr: 1.000e-03, eta: 9:51:40, time: 6.999, data_time: 6.217, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8717, loss_cls: 1.2405, loss: 1.2405, grad_norm: 4.6952 2020-07-24 21:57:59,121 - mmaction - INFO - Epoch [52][40/940] lr: 1.000e-03, eta: 9:51:21, time: 0.576, data_time: 0.002, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8650, loss_cls: 1.2765, loss: 1.2765, grad_norm: 4.6653 2020-07-24 21:58:11,647 - mmaction - INFO - Epoch [52][60/940] lr: 1.000e-03, eta: 9:51:03, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6873, top5_acc: 0.8676, loss_cls: 1.2680, loss: 1.2680, grad_norm: 4.7657 2020-07-24 21:58:23,380 - mmaction - INFO - Epoch [52][80/940] lr: 1.000e-03, eta: 9:50:44, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8717, loss_cls: 1.2538, loss: 1.2538, grad_norm: 4.7035 2020-07-24 21:58:36,068 - mmaction - INFO - Epoch [52][100/940] lr: 1.000e-03, eta: 9:50:26, time: 0.634, data_time: 0.001, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8752, loss_cls: 1.2274, loss: 1.2274, grad_norm: 4.5566 2020-07-24 21:58:48,692 - mmaction - INFO - Epoch [52][120/940] lr: 1.000e-03, eta: 9:50:08, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6920, top5_acc: 0.8736, loss_cls: 1.2553, loss: 1.2553, grad_norm: 4.7553 2020-07-24 21:59:00,623 - mmaction - INFO - Epoch [52][140/940] lr: 1.000e-03, eta: 9:49:49, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8717, loss_cls: 1.2503, loss: 1.2503, grad_norm: 4.6696 2020-07-24 21:59:12,414 - mmaction - INFO - Epoch [52][160/940] lr: 1.000e-03, eta: 9:49:30, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8764, loss_cls: 1.2329, loss: 1.2329, grad_norm: 4.6811 2020-07-24 21:59:24,862 - mmaction - INFO - Epoch [52][180/940] lr: 1.000e-03, eta: 9:49:12, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8717, loss_cls: 1.2768, loss: 1.2768, grad_norm: 4.7809 2020-07-24 21:59:36,689 - mmaction - INFO - Epoch [52][200/940] lr: 1.000e-03, eta: 9:48:53, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8693, loss_cls: 1.2630, loss: 1.2630, grad_norm: 4.7602 2020-07-24 21:59:49,070 - mmaction - INFO - Epoch [52][220/940] lr: 1.000e-03, eta: 9:48:35, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.2299, loss: 1.2299, grad_norm: 4.6316 2020-07-24 22:00:01,104 - mmaction - INFO - Epoch [52][240/940] lr: 1.000e-03, eta: 9:48:16, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8748, loss_cls: 1.2628, loss: 1.2628, grad_norm: 4.7379 2020-07-24 22:00:17,737 - mmaction - INFO - Epoch [52][260/940] lr: 1.000e-03, eta: 9:48:02, time: 0.827, data_time: 0.004, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8691, loss_cls: 1.2524, loss: 1.2524, grad_norm: 4.7268 2020-07-24 22:00:30,239 - mmaction - INFO - Epoch [52][280/940] lr: 1.000e-03, eta: 9:47:44, time: 0.630, data_time: 0.036, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8734, loss_cls: 1.2417, loss: 1.2417, grad_norm: 4.7038 2020-07-24 22:00:42,720 - mmaction - INFO - Epoch [52][300/940] lr: 1.000e-03, eta: 9:47:25, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8719, loss_cls: 1.2699, loss: 1.2699, grad_norm: 4.7465 2020-07-24 22:00:54,452 - mmaction - INFO - Epoch [52][320/940] lr: 1.000e-03, eta: 9:47:07, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8818, loss_cls: 1.1924, loss: 1.1924, grad_norm: 4.6585 2020-07-24 22:01:06,837 - mmaction - INFO - Epoch [52][340/940] lr: 1.000e-03, eta: 9:46:48, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6803, top5_acc: 0.8721, loss_cls: 1.2819, loss: 1.2819, grad_norm: 4.8140 2020-07-24 22:01:18,715 - mmaction - INFO - Epoch [52][360/940] lr: 1.000e-03, eta: 9:46:30, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8828, loss_cls: 1.2182, loss: 1.2182, grad_norm: 4.6415 2020-07-24 22:01:30,553 - mmaction - INFO - Epoch [52][380/940] lr: 1.000e-03, eta: 9:46:11, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2731, loss: 1.2731, grad_norm: 4.8000 2020-07-24 22:01:42,478 - mmaction - INFO - Epoch [52][400/940] lr: 1.000e-03, eta: 9:45:52, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8680, loss_cls: 1.2735, loss: 1.2735, grad_norm: 4.7487 2020-07-24 22:01:54,315 - mmaction - INFO - Epoch [52][420/940] lr: 1.000e-03, eta: 9:45:33, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8746, loss_cls: 1.2319, loss: 1.2319, grad_norm: 4.6549 2020-07-24 22:02:06,213 - mmaction - INFO - Epoch [52][440/940] lr: 1.000e-03, eta: 9:45:15, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8828, loss_cls: 1.2282, loss: 1.2282, grad_norm: 4.6896 2020-07-24 22:02:18,763 - mmaction - INFO - Epoch [52][460/940] lr: 1.000e-03, eta: 9:44:57, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8748, loss_cls: 1.2299, loss: 1.2299, grad_norm: 4.6808 2020-07-24 22:02:30,808 - mmaction - INFO - Epoch [52][480/940] lr: 1.000e-03, eta: 9:44:38, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.6873, top5_acc: 0.8703, loss_cls: 1.2684, loss: 1.2684, grad_norm: 4.7612 2020-07-24 22:02:42,464 - mmaction - INFO - Epoch [52][500/940] lr: 1.000e-03, eta: 9:44:19, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8695, loss_cls: 1.2618, loss: 1.2618, grad_norm: 4.7396 2020-07-24 22:02:55,208 - mmaction - INFO - Epoch [52][520/940] lr: 1.000e-03, eta: 9:44:01, time: 0.636, data_time: 0.001, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8588, loss_cls: 1.3025, loss: 1.3025, grad_norm: 4.7780 2020-07-24 22:03:06,860 - mmaction - INFO - Epoch [52][540/940] lr: 1.000e-03, eta: 9:43:42, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8771, loss_cls: 1.2385, loss: 1.2385, grad_norm: 4.6819 2020-07-24 22:03:18,655 - mmaction - INFO - Epoch [52][560/940] lr: 1.000e-03, eta: 9:43:24, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8615, loss_cls: 1.2843, loss: 1.2843, grad_norm: 4.6594 2020-07-24 22:03:31,096 - mmaction - INFO - Epoch [52][580/940] lr: 1.000e-03, eta: 9:43:05, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8645, loss_cls: 1.2859, loss: 1.2859, grad_norm: 4.7933 2020-07-24 22:03:43,563 - mmaction - INFO - Epoch [52][600/940] lr: 1.000e-03, eta: 9:42:47, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8732, loss_cls: 1.2550, loss: 1.2550, grad_norm: 4.7131 2020-07-24 22:03:55,215 - mmaction - INFO - Epoch [52][620/940] lr: 1.000e-03, eta: 9:42:28, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8729, loss_cls: 1.2440, loss: 1.2440, grad_norm: 4.7557 2020-07-24 22:04:07,744 - mmaction - INFO - Epoch [52][640/940] lr: 1.000e-03, eta: 9:42:10, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6859, top5_acc: 0.8684, loss_cls: 1.2680, loss: 1.2680, grad_norm: 4.7179 2020-07-24 22:04:19,472 - mmaction - INFO - Epoch [52][660/940] lr: 1.000e-03, eta: 9:41:52, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8773, loss_cls: 1.2379, loss: 1.2379, grad_norm: 4.7135 2020-07-24 22:04:32,042 - mmaction - INFO - Epoch [52][680/940] lr: 1.000e-03, eta: 9:41:34, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8713, loss_cls: 1.2826, loss: 1.2826, grad_norm: 4.8395 2020-07-24 22:04:43,983 - mmaction - INFO - Epoch [52][700/940] lr: 1.000e-03, eta: 9:41:15, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8701, loss_cls: 1.2772, loss: 1.2772, grad_norm: 4.7539 2020-07-24 22:04:55,889 - mmaction - INFO - Epoch [52][720/940] lr: 1.000e-03, eta: 9:40:56, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8717, loss_cls: 1.2252, loss: 1.2252, grad_norm: 4.7059 2020-07-24 22:05:08,299 - mmaction - INFO - Epoch [52][740/940] lr: 1.000e-03, eta: 9:40:38, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8658, loss_cls: 1.2643, loss: 1.2643, grad_norm: 4.8419 2020-07-24 22:05:20,115 - mmaction - INFO - Epoch [52][760/940] lr: 1.000e-03, eta: 9:40:20, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6838, top5_acc: 0.8604, loss_cls: 1.3235, loss: 1.3235, grad_norm: 4.8702 2020-07-24 22:05:32,067 - mmaction - INFO - Epoch [52][780/940] lr: 1.000e-03, eta: 9:40:01, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.2848, loss: 1.2848, grad_norm: 4.8300 2020-07-24 22:05:43,917 - mmaction - INFO - Epoch [52][800/940] lr: 1.000e-03, eta: 9:39:42, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8699, loss_cls: 1.2518, loss: 1.2518, grad_norm: 4.7314 2020-07-24 22:05:55,629 - mmaction - INFO - Epoch [52][820/940] lr: 1.000e-03, eta: 9:39:24, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8660, loss_cls: 1.2720, loss: 1.2720, grad_norm: 4.7909 2020-07-24 22:06:08,235 - mmaction - INFO - Epoch [52][840/940] lr: 1.000e-03, eta: 9:39:06, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8746, loss_cls: 1.2352, loss: 1.2352, grad_norm: 4.7483 2020-07-24 22:06:20,128 - mmaction - INFO - Epoch [52][860/940] lr: 1.000e-03, eta: 9:38:47, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.6789, top5_acc: 0.8643, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.8053 2020-07-24 22:06:32,752 - mmaction - INFO - Epoch [52][880/940] lr: 1.000e-03, eta: 9:38:29, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8727, loss_cls: 1.2427, loss: 1.2427, grad_norm: 4.7446 2020-07-24 22:06:45,321 - mmaction - INFO - Epoch [52][900/940] lr: 1.000e-03, eta: 9:38:11, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6891, top5_acc: 0.8660, loss_cls: 1.2898, loss: 1.2898, grad_norm: 4.8259 2020-07-24 22:06:56,952 - mmaction - INFO - Epoch [52][920/940] lr: 1.000e-03, eta: 9:37:52, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8652, loss_cls: 1.2834, loss: 1.2834, grad_norm: 4.7181 2020-07-24 22:07:08,073 - mmaction - INFO - Epoch [52][940/940] lr: 1.000e-03, eta: 9:37:33, time: 0.555, data_time: 0.001, memory: 8344, top1_acc: 0.6933, top5_acc: 0.8693, loss_cls: 1.2552, loss: 1.2552, grad_norm: 4.8534 2020-07-24 22:09:30,088 - mmaction - INFO - Epoch [53][20/940] lr: 1.000e-03, eta: 9:39:07, time: 6.712, data_time: 6.043, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8746, loss_cls: 1.2506, loss: 1.2506, grad_norm: 4.7656 2020-07-24 22:09:41,794 - mmaction - INFO - Epoch [53][40/940] lr: 1.000e-03, eta: 9:38:49, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2318, loss: 1.2318, grad_norm: 4.6919 2020-07-24 22:09:53,549 - mmaction - INFO - Epoch [53][60/940] lr: 1.000e-03, eta: 9:38:30, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8697, loss_cls: 1.2680, loss: 1.2680, grad_norm: 4.7824 2020-07-24 22:10:06,033 - mmaction - INFO - Epoch [53][80/940] lr: 1.000e-03, eta: 9:38:12, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8740, loss_cls: 1.2444, loss: 1.2444, grad_norm: 4.7894 2020-07-24 22:10:18,691 - mmaction - INFO - Epoch [53][100/940] lr: 1.000e-03, eta: 9:37:54, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8787, loss_cls: 1.2232, loss: 1.2232, grad_norm: 4.7383 2020-07-24 22:10:30,985 - mmaction - INFO - Epoch [53][120/940] lr: 1.000e-03, eta: 9:37:36, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2237, loss: 1.2237, grad_norm: 4.7227 2020-07-24 22:10:42,914 - mmaction - INFO - Epoch [53][140/940] lr: 1.000e-03, eta: 9:37:17, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8680, loss_cls: 1.2571, loss: 1.2571, grad_norm: 4.7268 2020-07-24 22:10:55,240 - mmaction - INFO - Epoch [53][160/940] lr: 1.000e-03, eta: 9:36:59, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8744, loss_cls: 1.2488, loss: 1.2488, grad_norm: 4.7473 2020-07-24 22:11:07,027 - mmaction - INFO - Epoch [53][180/940] lr: 1.000e-03, eta: 9:36:40, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8770, loss_cls: 1.2290, loss: 1.2290, grad_norm: 4.6973 2020-07-24 22:11:18,758 - mmaction - INFO - Epoch [53][200/940] lr: 1.000e-03, eta: 9:36:21, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8756, loss_cls: 1.2388, loss: 1.2388, grad_norm: 4.7151 2020-07-24 22:11:31,307 - mmaction - INFO - Epoch [53][220/940] lr: 1.000e-03, eta: 9:36:03, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8760, loss_cls: 1.2322, loss: 1.2322, grad_norm: 4.7823 2020-07-24 22:11:43,068 - mmaction - INFO - Epoch [53][240/940] lr: 1.000e-03, eta: 9:35:45, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8697, loss_cls: 1.2686, loss: 1.2686, grad_norm: 4.7933 2020-07-24 22:11:54,791 - mmaction - INFO - Epoch [53][260/940] lr: 1.000e-03, eta: 9:35:26, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8744, loss_cls: 1.2287, loss: 1.2287, grad_norm: 4.6774 2020-07-24 22:12:06,478 - mmaction - INFO - Epoch [53][280/940] lr: 1.000e-03, eta: 9:35:07, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8625, loss_cls: 1.2796, loss: 1.2796, grad_norm: 4.8218 2020-07-24 22:12:18,169 - mmaction - INFO - Epoch [53][300/940] lr: 1.000e-03, eta: 9:34:48, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2728, loss: 1.2728, grad_norm: 4.8150 2020-07-24 22:12:30,786 - mmaction - INFO - Epoch [53][320/940] lr: 1.000e-03, eta: 9:34:30, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8660, loss_cls: 1.2792, loss: 1.2792, grad_norm: 4.7599 2020-07-24 22:12:43,370 - mmaction - INFO - Epoch [53][340/940] lr: 1.000e-03, eta: 9:34:12, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6840, top5_acc: 0.8723, loss_cls: 1.2825, loss: 1.2825, grad_norm: 4.9034 2020-07-24 22:12:55,782 - mmaction - INFO - Epoch [53][360/940] lr: 1.000e-03, eta: 9:33:54, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8645, loss_cls: 1.2630, loss: 1.2630, grad_norm: 4.7567 2020-07-24 22:13:07,644 - mmaction - INFO - Epoch [53][380/940] lr: 1.000e-03, eta: 9:33:36, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8715, loss_cls: 1.2626, loss: 1.2626, grad_norm: 4.7671 2020-07-24 22:13:19,388 - mmaction - INFO - Epoch [53][400/940] lr: 1.000e-03, eta: 9:33:17, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8754, loss_cls: 1.2403, loss: 1.2403, grad_norm: 4.7146 2020-07-24 22:13:31,037 - mmaction - INFO - Epoch [53][420/940] lr: 1.000e-03, eta: 9:32:58, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6811, top5_acc: 0.8734, loss_cls: 1.2759, loss: 1.2759, grad_norm: 4.8696 2020-07-24 22:13:42,759 - mmaction - INFO - Epoch [53][440/940] lr: 1.000e-03, eta: 9:32:40, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8709, loss_cls: 1.2458, loss: 1.2458, grad_norm: 4.7375 2020-07-24 22:13:55,265 - mmaction - INFO - Epoch [53][460/940] lr: 1.000e-03, eta: 9:32:22, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8729, loss_cls: 1.2717, loss: 1.2717, grad_norm: 4.7197 2020-07-24 22:14:07,995 - mmaction - INFO - Epoch [53][480/940] lr: 1.000e-03, eta: 9:32:04, time: 0.637, data_time: 0.002, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8729, loss_cls: 1.2546, loss: 1.2546, grad_norm: 4.7831 2020-07-24 22:14:19,776 - mmaction - INFO - Epoch [53][500/940] lr: 1.000e-03, eta: 9:31:45, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8748, loss_cls: 1.2333, loss: 1.2333, grad_norm: 4.7433 2020-07-24 22:14:32,447 - mmaction - INFO - Epoch [53][520/940] lr: 1.000e-03, eta: 9:31:27, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6748, top5_acc: 0.8613, loss_cls: 1.2990, loss: 1.2990, grad_norm: 4.7763 2020-07-24 22:14:44,935 - mmaction - INFO - Epoch [53][540/940] lr: 1.000e-03, eta: 9:31:09, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8746, loss_cls: 1.2462, loss: 1.2462, grad_norm: 4.7228 2020-07-24 22:14:57,335 - mmaction - INFO - Epoch [53][560/940] lr: 1.000e-03, eta: 9:30:51, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8705, loss_cls: 1.2676, loss: 1.2676, grad_norm: 4.8194 2020-07-24 22:15:08,970 - mmaction - INFO - Epoch [53][580/940] lr: 1.000e-03, eta: 9:30:33, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8701, loss_cls: 1.2446, loss: 1.2446, grad_norm: 4.7031 2020-07-24 22:15:20,832 - mmaction - INFO - Epoch [53][600/940] lr: 1.000e-03, eta: 9:30:14, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6863, top5_acc: 0.8750, loss_cls: 1.2617, loss: 1.2617, grad_norm: 4.8599 2020-07-24 22:15:32,953 - mmaction - INFO - Epoch [53][620/940] lr: 1.000e-03, eta: 9:29:56, time: 0.606, data_time: 0.002, memory: 8344, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2541, loss: 1.2541, grad_norm: 4.8809 2020-07-24 22:15:44,768 - mmaction - INFO - Epoch [53][640/940] lr: 1.000e-03, eta: 9:29:37, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8729, loss_cls: 1.2561, loss: 1.2561, grad_norm: 4.7640 2020-07-24 22:15:56,612 - mmaction - INFO - Epoch [53][660/940] lr: 1.000e-03, eta: 9:29:19, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8746, loss_cls: 1.2356, loss: 1.2356, grad_norm: 4.6169 2020-07-24 22:16:09,453 - mmaction - INFO - Epoch [53][680/940] lr: 1.000e-03, eta: 9:29:01, time: 0.637, data_time: 0.004, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2450, loss: 1.2450, grad_norm: 4.7559 2020-07-24 22:16:21,328 - mmaction - INFO - Epoch [53][700/940] lr: 1.000e-03, eta: 9:28:43, time: 0.599, data_time: 0.008, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8793, loss_cls: 1.1986, loss: 1.1986, grad_norm: 4.6312 2020-07-24 22:16:33,932 - mmaction - INFO - Epoch [53][720/940] lr: 1.000e-03, eta: 9:28:25, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8762, loss_cls: 1.2397, loss: 1.2397, grad_norm: 4.7463 2020-07-24 22:16:46,319 - mmaction - INFO - Epoch [53][740/940] lr: 1.000e-03, eta: 9:28:07, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8637, loss_cls: 1.2824, loss: 1.2824, grad_norm: 4.8327 2020-07-24 22:16:58,875 - mmaction - INFO - Epoch [53][760/940] lr: 1.000e-03, eta: 9:27:49, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6816, top5_acc: 0.8648, loss_cls: 1.2763, loss: 1.2763, grad_norm: 4.7735 2020-07-24 22:17:10,607 - mmaction - INFO - Epoch [53][780/940] lr: 1.000e-03, eta: 9:27:30, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8674, loss_cls: 1.2744, loss: 1.2744, grad_norm: 4.9140 2020-07-24 22:17:23,258 - mmaction - INFO - Epoch [53][800/940] lr: 1.000e-03, eta: 9:27:12, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8697, loss_cls: 1.2625, loss: 1.2625, grad_norm: 4.8019 2020-07-24 22:17:35,719 - mmaction - INFO - Epoch [53][820/940] lr: 1.000e-03, eta: 9:26:54, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8715, loss_cls: 1.2480, loss: 1.2480, grad_norm: 4.7489 2020-07-24 22:17:48,282 - mmaction - INFO - Epoch [53][840/940] lr: 1.000e-03, eta: 9:26:37, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8668, loss_cls: 1.2714, loss: 1.2714, grad_norm: 4.7626 2020-07-24 22:17:59,978 - mmaction - INFO - Epoch [53][860/940] lr: 1.000e-03, eta: 9:26:18, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8613, loss_cls: 1.2951, loss: 1.2951, grad_norm: 4.8317 2020-07-24 22:18:12,437 - mmaction - INFO - Epoch [53][880/940] lr: 1.000e-03, eta: 9:26:00, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.6873, top5_acc: 0.8633, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.8469 2020-07-24 22:18:25,039 - mmaction - INFO - Epoch [53][900/940] lr: 1.000e-03, eta: 9:25:42, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2822, loss: 1.2822, grad_norm: 4.7741 2020-07-24 22:18:36,796 - mmaction - INFO - Epoch [53][920/940] lr: 1.000e-03, eta: 9:25:24, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6814, top5_acc: 0.8727, loss_cls: 1.2726, loss: 1.2726, grad_norm: 4.8140 2020-07-24 22:18:47,979 - mmaction - INFO - Epoch [53][940/940] lr: 1.000e-03, eta: 9:25:05, time: 0.560, data_time: 0.003, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8785, loss_cls: 1.2339, loss: 1.2339, grad_norm: 4.8281 2020-07-24 22:20:58,068 - mmaction - INFO - Epoch [54][20/940] lr: 1.000e-03, eta: 9:26:28, time: 6.344, data_time: 5.676, memory: 8344, top1_acc: 0.6863, top5_acc: 0.8629, loss_cls: 1.2848, loss: 1.2848, grad_norm: 4.7911 2020-07-24 22:21:09,922 - mmaction - INFO - Epoch [54][40/940] lr: 1.000e-03, eta: 9:26:10, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8746, loss_cls: 1.2229, loss: 1.2229, grad_norm: 4.7975 2020-07-24 22:21:21,670 - mmaction - INFO - Epoch [54][60/940] lr: 1.000e-03, eta: 9:25:51, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8701, loss_cls: 1.2338, loss: 1.2338, grad_norm: 4.7752 2020-07-24 22:21:34,106 - mmaction - INFO - Epoch [54][80/940] lr: 1.000e-03, eta: 9:25:33, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2334, loss: 1.2334, grad_norm: 4.7036 2020-07-24 22:21:46,552 - mmaction - INFO - Epoch [54][100/940] lr: 1.000e-03, eta: 9:25:15, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8658, loss_cls: 1.2529, loss: 1.2529, grad_norm: 4.7524 2020-07-24 22:21:59,140 - mmaction - INFO - Epoch [54][120/940] lr: 1.000e-03, eta: 9:24:57, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8635, loss_cls: 1.2928, loss: 1.2928, grad_norm: 4.8294 2020-07-24 22:22:11,622 - mmaction - INFO - Epoch [54][140/940] lr: 1.000e-03, eta: 9:24:39, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8773, loss_cls: 1.2483, loss: 1.2483, grad_norm: 4.7808 2020-07-24 22:22:23,429 - mmaction - INFO - Epoch [54][160/940] lr: 1.000e-03, eta: 9:24:21, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8709, loss_cls: 1.2191, loss: 1.2191, grad_norm: 4.7517 2020-07-24 22:22:35,147 - mmaction - INFO - Epoch [54][180/940] lr: 1.000e-03, eta: 9:24:02, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8729, loss_cls: 1.2620, loss: 1.2620, grad_norm: 4.8452 2020-07-24 22:22:47,600 - mmaction - INFO - Epoch [54][200/940] lr: 1.000e-03, eta: 9:23:44, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8734, loss_cls: 1.2461, loss: 1.2461, grad_norm: 4.8225 2020-07-24 22:23:00,254 - mmaction - INFO - Epoch [54][220/940] lr: 1.000e-03, eta: 9:23:26, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8730, loss_cls: 1.2106, loss: 1.2106, grad_norm: 4.7409 2020-07-24 22:23:12,114 - mmaction - INFO - Epoch [54][240/940] lr: 1.000e-03, eta: 9:23:08, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8764, loss_cls: 1.2469, loss: 1.2469, grad_norm: 4.7576 2020-07-24 22:23:24,626 - mmaction - INFO - Epoch [54][260/940] lr: 1.000e-03, eta: 9:22:50, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8637, loss_cls: 1.2665, loss: 1.2665, grad_norm: 4.7458 2020-07-24 22:23:36,362 - mmaction - INFO - Epoch [54][280/940] lr: 1.000e-03, eta: 9:22:31, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8721, loss_cls: 1.2400, loss: 1.2400, grad_norm: 4.7086 2020-07-24 22:23:49,113 - mmaction - INFO - Epoch [54][300/940] lr: 1.000e-03, eta: 9:22:14, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8768, loss_cls: 1.2513, loss: 1.2513, grad_norm: 4.6776 2020-07-24 22:24:01,477 - mmaction - INFO - Epoch [54][320/940] lr: 1.000e-03, eta: 9:21:56, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8758, loss_cls: 1.2227, loss: 1.2227, grad_norm: 4.7547 2020-07-24 22:24:13,313 - mmaction - INFO - Epoch [54][340/940] lr: 1.000e-03, eta: 9:21:37, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8645, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.8567 2020-07-24 22:24:25,939 - mmaction - INFO - Epoch [54][360/940] lr: 1.000e-03, eta: 9:21:20, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8729, loss_cls: 1.2563, loss: 1.2563, grad_norm: 4.8337 2020-07-24 22:24:38,525 - mmaction - INFO - Epoch [54][380/940] lr: 1.000e-03, eta: 9:21:02, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8670, loss_cls: 1.2639, loss: 1.2639, grad_norm: 4.7609 2020-07-24 22:24:50,227 - mmaction - INFO - Epoch [54][400/940] lr: 1.000e-03, eta: 9:20:43, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8689, loss_cls: 1.2457, loss: 1.2457, grad_norm: 4.7633 2020-07-24 22:25:02,724 - mmaction - INFO - Epoch [54][420/940] lr: 1.000e-03, eta: 9:20:25, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8734, loss_cls: 1.2628, loss: 1.2628, grad_norm: 4.7830 2020-07-24 22:25:15,357 - mmaction - INFO - Epoch [54][440/940] lr: 1.000e-03, eta: 9:20:08, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8730, loss_cls: 1.2462, loss: 1.2462, grad_norm: 4.8237 2020-07-24 22:25:27,005 - mmaction - INFO - Epoch [54][460/940] lr: 1.000e-03, eta: 9:19:49, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2560, loss: 1.2560, grad_norm: 4.7057 2020-07-24 22:25:39,533 - mmaction - INFO - Epoch [54][480/940] lr: 1.000e-03, eta: 9:19:31, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8645, loss_cls: 1.2964, loss: 1.2964, grad_norm: 4.8633 2020-07-24 22:25:52,136 - mmaction - INFO - Epoch [54][500/940] lr: 1.000e-03, eta: 9:19:13, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8736, loss_cls: 1.2473, loss: 1.2473, grad_norm: 4.7472 2020-07-24 22:26:03,897 - mmaction - INFO - Epoch [54][520/940] lr: 1.000e-03, eta: 9:18:55, time: 0.594, data_time: 0.008, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8717, loss_cls: 1.2460, loss: 1.2460, grad_norm: 4.7811 2020-07-24 22:26:15,644 - mmaction - INFO - Epoch [54][540/940] lr: 1.000e-03, eta: 9:18:36, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8709, loss_cls: 1.2428, loss: 1.2428, grad_norm: 4.7463 2020-07-24 22:26:28,208 - mmaction - INFO - Epoch [54][560/940] lr: 1.000e-03, eta: 9:18:19, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6832, top5_acc: 0.8646, loss_cls: 1.3042, loss: 1.3042, grad_norm: 4.8365 2020-07-24 22:26:40,516 - mmaction - INFO - Epoch [54][580/940] lr: 1.000e-03, eta: 9:18:01, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8760, loss_cls: 1.2147, loss: 1.2147, grad_norm: 4.6422 2020-07-24 22:26:52,896 - mmaction - INFO - Epoch [54][600/940] lr: 1.000e-03, eta: 9:17:43, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.6861, top5_acc: 0.8664, loss_cls: 1.2535, loss: 1.2535, grad_norm: 4.7582 2020-07-24 22:27:05,062 - mmaction - INFO - Epoch [54][620/940] lr: 1.000e-03, eta: 9:17:25, time: 0.608, data_time: 0.003, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8779, loss_cls: 1.2203, loss: 1.2203, grad_norm: 4.7728 2020-07-24 22:27:17,493 - mmaction - INFO - Epoch [54][640/940] lr: 1.000e-03, eta: 9:17:07, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8701, loss_cls: 1.2532, loss: 1.2532, grad_norm: 4.7850 2020-07-24 22:27:30,036 - mmaction - INFO - Epoch [54][660/940] lr: 1.000e-03, eta: 9:16:49, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8797, loss_cls: 1.2223, loss: 1.2223, grad_norm: 4.7467 2020-07-24 22:27:42,006 - mmaction - INFO - Epoch [54][680/940] lr: 1.000e-03, eta: 9:16:31, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8717, loss_cls: 1.2333, loss: 1.2333, grad_norm: 4.7125 2020-07-24 22:27:53,872 - mmaction - INFO - Epoch [54][700/940] lr: 1.000e-03, eta: 9:16:12, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8750, loss_cls: 1.2376, loss: 1.2376, grad_norm: 4.7574 2020-07-24 22:28:05,662 - mmaction - INFO - Epoch [54][720/940] lr: 1.000e-03, eta: 9:15:54, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8818, loss_cls: 1.2075, loss: 1.2075, grad_norm: 4.7750 2020-07-24 22:28:17,380 - mmaction - INFO - Epoch [54][740/940] lr: 1.000e-03, eta: 9:15:35, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8758, loss_cls: 1.2277, loss: 1.2277, grad_norm: 4.7751 2020-07-24 22:28:29,392 - mmaction - INFO - Epoch [54][760/940] lr: 1.000e-03, eta: 9:15:17, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8650, loss_cls: 1.2826, loss: 1.2826, grad_norm: 4.8483 2020-07-24 22:28:41,331 - mmaction - INFO - Epoch [54][780/940] lr: 1.000e-03, eta: 9:14:59, time: 0.597, data_time: 0.004, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8670, loss_cls: 1.2532, loss: 1.2532, grad_norm: 4.7949 2020-07-24 22:28:53,834 - mmaction - INFO - Epoch [54][800/940] lr: 1.000e-03, eta: 9:14:41, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8643, loss_cls: 1.2721, loss: 1.2721, grad_norm: 4.8105 2020-07-24 22:29:05,762 - mmaction - INFO - Epoch [54][820/940] lr: 1.000e-03, eta: 9:14:23, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8797, loss_cls: 1.2053, loss: 1.2053, grad_norm: 4.7629 2020-07-24 22:29:18,215 - mmaction - INFO - Epoch [54][840/940] lr: 1.000e-03, eta: 9:14:05, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8770, loss_cls: 1.2299, loss: 1.2299, grad_norm: 4.7194 2020-07-24 22:29:29,929 - mmaction - INFO - Epoch [54][860/940] lr: 1.000e-03, eta: 9:13:47, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6809, top5_acc: 0.8666, loss_cls: 1.2925, loss: 1.2925, grad_norm: 4.8349 2020-07-24 22:29:42,504 - mmaction - INFO - Epoch [54][880/940] lr: 1.000e-03, eta: 9:13:29, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2741, loss: 1.2741, grad_norm: 4.8547 2020-07-24 22:29:54,392 - mmaction - INFO - Epoch [54][900/940] lr: 1.000e-03, eta: 9:13:11, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8752, loss_cls: 1.2520, loss: 1.2520, grad_norm: 4.8195 2020-07-24 22:30:06,132 - mmaction - INFO - Epoch [54][920/940] lr: 1.000e-03, eta: 9:12:52, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8684, loss_cls: 1.2548, loss: 1.2548, grad_norm: 4.7547 2020-07-24 22:30:17,242 - mmaction - INFO - Epoch [54][940/940] lr: 1.000e-03, eta: 9:12:33, time: 0.556, data_time: 0.001, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8744, loss_cls: 1.2285, loss: 1.2285, grad_norm: 4.8735 2020-07-24 22:32:22,430 - mmaction - INFO - Epoch [55][20/940] lr: 1.000e-03, eta: 9:13:49, time: 6.088, data_time: 5.427, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8721, loss_cls: 1.2384, loss: 1.2384, grad_norm: 4.7725 2020-07-24 22:32:34,016 - mmaction - INFO - Epoch [55][40/940] lr: 1.000e-03, eta: 9:13:30, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8725, loss_cls: 1.2250, loss: 1.2250, grad_norm: 4.7760 2020-07-24 22:32:45,730 - mmaction - INFO - Epoch [55][60/940] lr: 1.000e-03, eta: 9:13:11, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8689, loss_cls: 1.2452, loss: 1.2452, grad_norm: 4.7305 2020-07-24 22:32:58,425 - mmaction - INFO - Epoch [55][80/940] lr: 1.000e-03, eta: 9:12:54, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8740, loss_cls: 1.2493, loss: 1.2493, grad_norm: 4.8313 2020-07-24 22:33:10,795 - mmaction - INFO - Epoch [55][100/940] lr: 1.000e-03, eta: 9:12:36, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8807, loss_cls: 1.2056, loss: 1.2056, grad_norm: 4.8799 2020-07-24 22:33:23,470 - mmaction - INFO - Epoch [55][120/940] lr: 1.000e-03, eta: 9:12:18, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8699, loss_cls: 1.2452, loss: 1.2452, grad_norm: 4.7985 2020-07-24 22:33:35,836 - mmaction - INFO - Epoch [55][140/940] lr: 1.000e-03, eta: 9:12:00, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8715, loss_cls: 1.2487, loss: 1.2487, grad_norm: 4.8615 2020-07-24 22:33:48,440 - mmaction - INFO - Epoch [55][160/940] lr: 1.000e-03, eta: 9:11:43, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8754, loss_cls: 1.2360, loss: 1.2360, grad_norm: 4.7432 2020-07-24 22:34:00,165 - mmaction - INFO - Epoch [55][180/940] lr: 1.000e-03, eta: 9:11:24, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6877, top5_acc: 0.8713, loss_cls: 1.2579, loss: 1.2579, grad_norm: 4.8379 2020-07-24 22:34:12,616 - mmaction - INFO - Epoch [55][200/940] lr: 1.000e-03, eta: 9:11:06, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8764, loss_cls: 1.2354, loss: 1.2354, grad_norm: 4.7543 2020-07-24 22:34:24,364 - mmaction - INFO - Epoch [55][220/940] lr: 1.000e-03, eta: 9:10:48, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8838, loss_cls: 1.1931, loss: 1.1931, grad_norm: 4.6658 2020-07-24 22:34:36,816 - mmaction - INFO - Epoch [55][240/940] lr: 1.000e-03, eta: 9:10:30, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8746, loss_cls: 1.2433, loss: 1.2433, grad_norm: 4.8776 2020-07-24 22:34:48,539 - mmaction - INFO - Epoch [55][260/940] lr: 1.000e-03, eta: 9:10:12, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8768, loss_cls: 1.2256, loss: 1.2256, grad_norm: 4.8683 2020-07-24 22:35:00,245 - mmaction - INFO - Epoch [55][280/940] lr: 1.000e-03, eta: 9:09:53, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8682, loss_cls: 1.2627, loss: 1.2627, grad_norm: 4.8718 2020-07-24 22:35:11,907 - mmaction - INFO - Epoch [55][300/940] lr: 1.000e-03, eta: 9:09:35, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8639, loss_cls: 1.2866, loss: 1.2866, grad_norm: 4.8778 2020-07-24 22:35:24,497 - mmaction - INFO - Epoch [55][320/940] lr: 1.000e-03, eta: 9:09:17, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8701, loss_cls: 1.2572, loss: 1.2572, grad_norm: 4.8071 2020-07-24 22:35:36,204 - mmaction - INFO - Epoch [55][340/940] lr: 1.000e-03, eta: 9:08:59, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8744, loss_cls: 1.2390, loss: 1.2390, grad_norm: 4.8512 2020-07-24 22:35:48,754 - mmaction - INFO - Epoch [55][360/940] lr: 1.000e-03, eta: 9:08:41, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8713, loss_cls: 1.2657, loss: 1.2657, grad_norm: 4.8591 2020-07-24 22:36:00,486 - mmaction - INFO - Epoch [55][380/940] lr: 1.000e-03, eta: 9:08:23, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8760, loss_cls: 1.2268, loss: 1.2268, grad_norm: 4.7262 2020-07-24 22:36:12,481 - mmaction - INFO - Epoch [55][400/940] lr: 1.000e-03, eta: 9:08:04, time: 0.599, data_time: 0.001, memory: 8344, top1_acc: 0.6896, top5_acc: 0.8752, loss_cls: 1.2567, loss: 1.2567, grad_norm: 4.8853 2020-07-24 22:36:24,253 - mmaction - INFO - Epoch [55][420/940] lr: 1.000e-03, eta: 9:07:46, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8734, loss_cls: 1.2463, loss: 1.2463, grad_norm: 4.8344 2020-07-24 22:36:36,791 - mmaction - INFO - Epoch [55][440/940] lr: 1.000e-03, eta: 9:07:28, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8635, loss_cls: 1.2711, loss: 1.2711, grad_norm: 4.8756 2020-07-24 22:36:48,617 - mmaction - INFO - Epoch [55][460/940] lr: 1.000e-03, eta: 9:07:10, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8732, loss_cls: 1.2336, loss: 1.2336, grad_norm: 4.8218 2020-07-24 22:37:01,021 - mmaction - INFO - Epoch [55][480/940] lr: 1.000e-03, eta: 9:06:52, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8738, loss_cls: 1.2376, loss: 1.2376, grad_norm: 4.7850 2020-07-24 22:37:12,851 - mmaction - INFO - Epoch [55][500/940] lr: 1.000e-03, eta: 9:06:34, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8770, loss_cls: 1.2324, loss: 1.2324, grad_norm: 4.7315 2020-07-24 22:37:25,346 - mmaction - INFO - Epoch [55][520/940] lr: 1.000e-03, eta: 9:06:16, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8715, loss_cls: 1.2308, loss: 1.2308, grad_norm: 4.8435 2020-07-24 22:37:37,777 - mmaction - INFO - Epoch [55][540/940] lr: 1.000e-03, eta: 9:05:58, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8662, loss_cls: 1.2830, loss: 1.2830, grad_norm: 4.9042 2020-07-24 22:37:49,709 - mmaction - INFO - Epoch [55][560/940] lr: 1.000e-03, eta: 9:05:40, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8693, loss_cls: 1.2476, loss: 1.2476, grad_norm: 4.7740 2020-07-24 22:38:01,370 - mmaction - INFO - Epoch [55][580/940] lr: 1.000e-03, eta: 9:05:22, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8779, loss_cls: 1.1609, loss: 1.1609, grad_norm: 4.5847 2020-07-24 22:38:13,959 - mmaction - INFO - Epoch [55][600/940] lr: 1.000e-03, eta: 9:05:04, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8719, loss_cls: 1.2185, loss: 1.2185, grad_norm: 4.7388 2020-07-24 22:38:26,459 - mmaction - INFO - Epoch [55][620/940] lr: 1.000e-03, eta: 9:04:47, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6854, top5_acc: 0.8664, loss_cls: 1.2775, loss: 1.2775, grad_norm: 4.8464 2020-07-24 22:38:38,959 - mmaction - INFO - Epoch [55][640/940] lr: 1.000e-03, eta: 9:04:29, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6836, top5_acc: 0.8607, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.8840 2020-07-24 22:38:50,650 - mmaction - INFO - Epoch [55][660/940] lr: 1.000e-03, eta: 9:04:10, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8607, loss_cls: 1.2710, loss: 1.2710, grad_norm: 4.8450 2020-07-24 22:39:03,175 - mmaction - INFO - Epoch [55][680/940] lr: 1.000e-03, eta: 9:03:53, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8785, loss_cls: 1.2099, loss: 1.2099, grad_norm: 4.8094 2020-07-24 22:39:14,922 - mmaction - INFO - Epoch [55][700/940] lr: 1.000e-03, eta: 9:03:35, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6889, top5_acc: 0.8703, loss_cls: 1.2710, loss: 1.2710, grad_norm: 4.9199 2020-07-24 22:39:27,460 - mmaction - INFO - Epoch [55][720/940] lr: 1.000e-03, eta: 9:03:17, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8680, loss_cls: 1.2536, loss: 1.2536, grad_norm: 4.9058 2020-07-24 22:39:39,436 - mmaction - INFO - Epoch [55][740/940] lr: 1.000e-03, eta: 9:02:59, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8725, loss_cls: 1.2395, loss: 1.2395, grad_norm: 4.8925 2020-07-24 22:39:52,031 - mmaction - INFO - Epoch [55][760/940] lr: 1.000e-03, eta: 9:02:41, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8736, loss_cls: 1.2436, loss: 1.2436, grad_norm: 4.8073 2020-07-24 22:40:03,883 - mmaction - INFO - Epoch [55][780/940] lr: 1.000e-03, eta: 9:02:23, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6916, top5_acc: 0.8664, loss_cls: 1.2576, loss: 1.2576, grad_norm: 4.8182 2020-07-24 22:40:16,329 - mmaction - INFO - Epoch [55][800/940] lr: 1.000e-03, eta: 9:02:05, time: 0.623, data_time: 0.004, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8799, loss_cls: 1.2071, loss: 1.2071, grad_norm: 4.7738 2020-07-24 22:40:28,871 - mmaction - INFO - Epoch [55][820/940] lr: 1.000e-03, eta: 9:01:48, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8740, loss_cls: 1.2391, loss: 1.2391, grad_norm: 4.8021 2020-07-24 22:40:40,615 - mmaction - INFO - Epoch [55][840/940] lr: 1.000e-03, eta: 9:01:29, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6924, top5_acc: 0.8742, loss_cls: 1.2721, loss: 1.2721, grad_norm: 4.9221 2020-07-24 22:40:53,100 - mmaction - INFO - Epoch [55][860/940] lr: 1.000e-03, eta: 9:01:12, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8689, loss_cls: 1.2443, loss: 1.2443, grad_norm: 4.7941 2020-07-24 22:41:04,896 - mmaction - INFO - Epoch [55][880/940] lr: 1.000e-03, eta: 9:00:54, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8797, loss_cls: 1.2290, loss: 1.2290, grad_norm: 4.7989 2020-07-24 22:41:17,556 - mmaction - INFO - Epoch [55][900/940] lr: 1.000e-03, eta: 9:00:36, time: 0.633, data_time: 0.003, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8775, loss_cls: 1.1905, loss: 1.1905, grad_norm: 4.7484 2020-07-24 22:41:29,441 - mmaction - INFO - Epoch [55][920/940] lr: 1.000e-03, eta: 9:00:18, time: 0.594, data_time: 0.009, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2230, loss: 1.2230, grad_norm: 4.7567 2020-07-24 22:41:40,588 - mmaction - INFO - Epoch [55][940/940] lr: 1.000e-03, eta: 8:59:59, time: 0.559, data_time: 0.003, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8732, loss_cls: 1.2517, loss: 1.2517, grad_norm: 4.8893 2020-07-24 22:41:44,137 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-07-24 22:43:50,367 - mmaction - INFO - Epoch [56][20/940] lr: 1.000e-03, eta: 9:01:14, time: 6.292, data_time: 5.622, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8734, loss_cls: 1.2208, loss: 1.2208, grad_norm: 4.7323 2020-07-24 22:44:02,021 - mmaction - INFO - Epoch [56][40/940] lr: 1.000e-03, eta: 9:00:56, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8723, loss_cls: 1.2344, loss: 1.2344, grad_norm: 4.8478 2020-07-24 22:44:14,363 - mmaction - INFO - Epoch [56][60/940] lr: 1.000e-03, eta: 9:00:38, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8770, loss_cls: 1.2197, loss: 1.2197, grad_norm: 4.8276 2020-07-24 22:44:26,819 - mmaction - INFO - Epoch [56][80/940] lr: 1.000e-03, eta: 9:00:20, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8760, loss_cls: 1.2047, loss: 1.2047, grad_norm: 4.8190 2020-07-24 22:44:38,628 - mmaction - INFO - Epoch [56][100/940] lr: 1.000e-03, eta: 9:00:02, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8783, loss_cls: 1.2085, loss: 1.2085, grad_norm: 4.7836 2020-07-24 22:44:50,259 - mmaction - INFO - Epoch [56][120/940] lr: 1.000e-03, eta: 8:59:44, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8787, loss_cls: 1.2174, loss: 1.2174, grad_norm: 4.7986 2020-07-24 22:45:02,865 - mmaction - INFO - Epoch [56][140/940] lr: 1.000e-03, eta: 8:59:26, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8695, loss_cls: 1.2675, loss: 1.2675, grad_norm: 4.8823 2020-07-24 22:45:15,391 - mmaction - INFO - Epoch [56][160/940] lr: 1.000e-03, eta: 8:59:08, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8707, loss_cls: 1.2310, loss: 1.2310, grad_norm: 4.7627 2020-07-24 22:45:27,040 - mmaction - INFO - Epoch [56][180/940] lr: 1.000e-03, eta: 8:58:50, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8756, loss_cls: 1.2423, loss: 1.2423, grad_norm: 4.8005 2020-07-24 22:45:38,690 - mmaction - INFO - Epoch [56][200/940] lr: 1.000e-03, eta: 8:58:32, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8686, loss_cls: 1.2628, loss: 1.2628, grad_norm: 4.8839 2020-07-24 22:45:51,120 - mmaction - INFO - Epoch [56][220/940] lr: 1.000e-03, eta: 8:58:14, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8721, loss_cls: 1.2511, loss: 1.2511, grad_norm: 4.7993 2020-07-24 22:46:02,978 - mmaction - INFO - Epoch [56][240/940] lr: 1.000e-03, eta: 8:57:56, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6857, top5_acc: 0.8750, loss_cls: 1.2635, loss: 1.2635, grad_norm: 4.9604 2020-07-24 22:46:15,414 - mmaction - INFO - Epoch [56][260/940] lr: 1.000e-03, eta: 8:57:38, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8771, loss_cls: 1.2182, loss: 1.2182, grad_norm: 4.8386 2020-07-24 22:46:27,916 - mmaction - INFO - Epoch [56][280/940] lr: 1.000e-03, eta: 8:57:20, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8744, loss_cls: 1.2171, loss: 1.2171, grad_norm: 4.7909 2020-07-24 22:46:40,404 - mmaction - INFO - Epoch [56][300/940] lr: 1.000e-03, eta: 8:57:03, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8789, loss_cls: 1.2310, loss: 1.2310, grad_norm: 4.8984 2020-07-24 22:46:52,353 - mmaction - INFO - Epoch [56][320/940] lr: 1.000e-03, eta: 8:56:45, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6922, top5_acc: 0.8746, loss_cls: 1.2496, loss: 1.2496, grad_norm: 4.8755 2020-07-24 22:47:04,136 - mmaction - INFO - Epoch [56][340/940] lr: 1.000e-03, eta: 8:56:26, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8719, loss_cls: 1.2410, loss: 1.2410, grad_norm: 4.8701 2020-07-24 22:47:15,931 - mmaction - INFO - Epoch [56][360/940] lr: 1.000e-03, eta: 8:56:08, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8713, loss_cls: 1.2143, loss: 1.2143, grad_norm: 4.7398 2020-07-24 22:47:28,539 - mmaction - INFO - Epoch [56][380/940] lr: 1.000e-03, eta: 8:55:51, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2733, loss: 1.2733, grad_norm: 4.8478 2020-07-24 22:47:40,432 - mmaction - INFO - Epoch [56][400/940] lr: 1.000e-03, eta: 8:55:33, time: 0.601, data_time: 0.009, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2542, loss: 1.2542, grad_norm: 4.8400 2020-07-24 22:47:53,036 - mmaction - INFO - Epoch [56][420/940] lr: 1.000e-03, eta: 8:55:15, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8699, loss_cls: 1.2454, loss: 1.2454, grad_norm: 4.8780 2020-07-24 22:48:05,589 - mmaction - INFO - Epoch [56][440/940] lr: 1.000e-03, eta: 8:54:57, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8750, loss_cls: 1.2310, loss: 1.2310, grad_norm: 4.8690 2020-07-24 22:48:18,158 - mmaction - INFO - Epoch [56][460/940] lr: 1.000e-03, eta: 8:54:40, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8771, loss_cls: 1.2256, loss: 1.2256, grad_norm: 4.8267 2020-07-24 22:48:30,664 - mmaction - INFO - Epoch [56][480/940] lr: 1.000e-03, eta: 8:54:22, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8691, loss_cls: 1.2579, loss: 1.2579, grad_norm: 4.8659 2020-07-24 22:48:42,915 - mmaction - INFO - Epoch [56][500/940] lr: 1.000e-03, eta: 8:54:05, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8754, loss_cls: 1.2201, loss: 1.2201, grad_norm: 4.8228 2020-07-24 22:48:54,828 - mmaction - INFO - Epoch [56][520/940] lr: 1.000e-03, eta: 8:53:46, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2642, loss: 1.2642, grad_norm: 4.9226 2020-07-24 22:49:06,769 - mmaction - INFO - Epoch [56][540/940] lr: 1.000e-03, eta: 8:53:28, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8768, loss_cls: 1.2342, loss: 1.2342, grad_norm: 4.8405 2020-07-24 22:49:18,496 - mmaction - INFO - Epoch [56][560/940] lr: 1.000e-03, eta: 8:53:10, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8725, loss_cls: 1.2381, loss: 1.2381, grad_norm: 4.8211 2020-07-24 22:49:30,277 - mmaction - INFO - Epoch [56][580/940] lr: 1.000e-03, eta: 8:52:52, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8721, loss_cls: 1.2750, loss: 1.2750, grad_norm: 4.9494 2020-07-24 22:49:42,080 - mmaction - INFO - Epoch [56][600/940] lr: 1.000e-03, eta: 8:52:34, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8834, loss_cls: 1.1988, loss: 1.1988, grad_norm: 4.7761 2020-07-24 22:49:53,880 - mmaction - INFO - Epoch [56][620/940] lr: 1.000e-03, eta: 8:52:16, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8771, loss_cls: 1.2112, loss: 1.2112, grad_norm: 4.7942 2020-07-24 22:50:05,648 - mmaction - INFO - Epoch [56][640/940] lr: 1.000e-03, eta: 8:51:58, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8783, loss_cls: 1.2180, loss: 1.2180, grad_norm: 4.8957 2020-07-24 22:50:17,465 - mmaction - INFO - Epoch [56][660/940] lr: 1.000e-03, eta: 8:51:39, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8744, loss_cls: 1.2144, loss: 1.2144, grad_norm: 4.8623 2020-07-24 22:50:29,140 - mmaction - INFO - Epoch [56][680/940] lr: 1.000e-03, eta: 8:51:21, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8734, loss_cls: 1.2422, loss: 1.2422, grad_norm: 4.8662 2020-07-24 22:50:40,903 - mmaction - INFO - Epoch [56][700/940] lr: 1.000e-03, eta: 8:51:03, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8740, loss_cls: 1.2402, loss: 1.2402, grad_norm: 4.9043 2020-07-24 22:50:52,636 - mmaction - INFO - Epoch [56][720/940] lr: 1.000e-03, eta: 8:50:45, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8643, loss_cls: 1.2744, loss: 1.2744, grad_norm: 4.9136 2020-07-24 22:51:05,175 - mmaction - INFO - Epoch [56][740/940] lr: 1.000e-03, eta: 8:50:27, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8707, loss_cls: 1.2123, loss: 1.2123, grad_norm: 4.8761 2020-07-24 22:51:17,731 - mmaction - INFO - Epoch [56][760/940] lr: 1.000e-03, eta: 8:50:10, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8713, loss_cls: 1.2510, loss: 1.2510, grad_norm: 4.8894 2020-07-24 22:51:30,159 - mmaction - INFO - Epoch [56][780/940] lr: 1.000e-03, eta: 8:49:52, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6846, top5_acc: 0.8699, loss_cls: 1.2649, loss: 1.2649, grad_norm: 4.9303 2020-07-24 22:51:42,562 - mmaction - INFO - Epoch [56][800/940] lr: 1.000e-03, eta: 8:49:35, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6910, top5_acc: 0.8631, loss_cls: 1.2747, loss: 1.2747, grad_norm: 4.8820 2020-07-24 22:51:54,313 - mmaction - INFO - Epoch [56][820/940] lr: 1.000e-03, eta: 8:49:17, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8768, loss_cls: 1.1800, loss: 1.1800, grad_norm: 4.7175 2020-07-24 22:52:06,912 - mmaction - INFO - Epoch [56][840/940] lr: 1.000e-03, eta: 8:48:59, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8707, loss_cls: 1.2466, loss: 1.2466, grad_norm: 4.8085 2020-07-24 22:52:18,730 - mmaction - INFO - Epoch [56][860/940] lr: 1.000e-03, eta: 8:48:41, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8756, loss_cls: 1.2339, loss: 1.2339, grad_norm: 4.9000 2020-07-24 22:52:31,259 - mmaction - INFO - Epoch [56][880/940] lr: 1.000e-03, eta: 8:48:24, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2318, loss: 1.2318, grad_norm: 4.8200 2020-07-24 22:52:43,672 - mmaction - INFO - Epoch [56][900/940] lr: 1.000e-03, eta: 8:48:06, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8758, loss_cls: 1.2266, loss: 1.2266, grad_norm: 4.7711 2020-07-24 22:52:55,527 - mmaction - INFO - Epoch [56][920/940] lr: 1.000e-03, eta: 8:47:48, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2551, loss: 1.2551, grad_norm: 4.8666 2020-07-24 22:53:06,694 - mmaction - INFO - Epoch [56][940/940] lr: 1.000e-03, eta: 8:47:29, time: 0.558, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8722, loss_cls: 1.2309, loss: 1.2309, grad_norm: 4.9252 2020-07-24 22:55:14,562 - mmaction - INFO - Epoch [57][20/940] lr: 1.000e-03, eta: 8:48:39, time: 6.196, data_time: 5.544, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8791, loss_cls: 1.2212, loss: 1.2212, grad_norm: 4.8218 2020-07-24 22:55:26,400 - mmaction - INFO - Epoch [57][40/940] lr: 1.000e-03, eta: 8:48:21, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8785, loss_cls: 1.2030, loss: 1.2030, grad_norm: 4.7446 2020-07-24 22:55:38,773 - mmaction - INFO - Epoch [57][60/940] lr: 1.000e-03, eta: 8:48:04, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8818, loss_cls: 1.2043, loss: 1.2043, grad_norm: 4.8284 2020-07-24 22:55:50,577 - mmaction - INFO - Epoch [57][80/940] lr: 1.000e-03, eta: 8:47:45, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8805, loss_cls: 1.2182, loss: 1.2182, grad_norm: 4.8074 2020-07-24 22:56:03,171 - mmaction - INFO - Epoch [57][100/940] lr: 1.000e-03, eta: 8:47:28, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8719, loss_cls: 1.2397, loss: 1.2397, grad_norm: 4.8287 2020-07-24 22:56:15,543 - mmaction - INFO - Epoch [57][120/940] lr: 1.000e-03, eta: 8:47:10, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8730, loss_cls: 1.2306, loss: 1.2306, grad_norm: 4.8447 2020-07-24 22:56:27,402 - mmaction - INFO - Epoch [57][140/940] lr: 1.000e-03, eta: 8:46:52, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6852, top5_acc: 0.8611, loss_cls: 1.2865, loss: 1.2865, grad_norm: 4.9567 2020-07-24 22:56:39,970 - mmaction - INFO - Epoch [57][160/940] lr: 1.000e-03, eta: 8:46:35, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8816, loss_cls: 1.1927, loss: 1.1927, grad_norm: 4.7369 2020-07-24 22:56:51,756 - mmaction - INFO - Epoch [57][180/940] lr: 1.000e-03, eta: 8:46:17, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8730, loss_cls: 1.2350, loss: 1.2350, grad_norm: 4.8591 2020-07-24 22:57:04,265 - mmaction - INFO - Epoch [57][200/940] lr: 1.000e-03, eta: 8:45:59, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8695, loss_cls: 1.2273, loss: 1.2273, grad_norm: 4.7804 2020-07-24 22:57:16,802 - mmaction - INFO - Epoch [57][220/940] lr: 1.000e-03, eta: 8:45:42, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8719, loss_cls: 1.2482, loss: 1.2482, grad_norm: 4.9456 2020-07-24 22:57:28,698 - mmaction - INFO - Epoch [57][240/940] lr: 1.000e-03, eta: 8:45:24, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8814, loss_cls: 1.2179, loss: 1.2179, grad_norm: 4.9516 2020-07-24 22:57:40,471 - mmaction - INFO - Epoch [57][260/940] lr: 1.000e-03, eta: 8:45:06, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8721, loss_cls: 1.2083, loss: 1.2083, grad_norm: 4.7769 2020-07-24 22:57:52,884 - mmaction - INFO - Epoch [57][280/940] lr: 1.000e-03, eta: 8:44:48, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8738, loss_cls: 1.2501, loss: 1.2501, grad_norm: 4.9087 2020-07-24 22:58:04,629 - mmaction - INFO - Epoch [57][300/940] lr: 1.000e-03, eta: 8:44:30, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8738, loss_cls: 1.2255, loss: 1.2255, grad_norm: 4.8812 2020-07-24 22:58:17,194 - mmaction - INFO - Epoch [57][320/940] lr: 1.000e-03, eta: 8:44:12, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8775, loss_cls: 1.2324, loss: 1.2324, grad_norm: 4.8404 2020-07-24 22:58:29,608 - mmaction - INFO - Epoch [57][340/940] lr: 1.000e-03, eta: 8:43:55, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6883, top5_acc: 0.8764, loss_cls: 1.2505, loss: 1.2505, grad_norm: 4.9016 2020-07-24 22:58:41,464 - mmaction - INFO - Epoch [57][360/940] lr: 1.000e-03, eta: 8:43:37, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8752, loss_cls: 1.2301, loss: 1.2301, grad_norm: 4.8180 2020-07-24 22:58:54,143 - mmaction - INFO - Epoch [57][380/940] lr: 1.000e-03, eta: 8:43:19, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8756, loss_cls: 1.2111, loss: 1.2111, grad_norm: 4.8335 2020-07-24 22:59:05,924 - mmaction - INFO - Epoch [57][400/940] lr: 1.000e-03, eta: 8:43:01, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8795, loss_cls: 1.2181, loss: 1.2181, grad_norm: 4.8410 2020-07-24 22:59:18,405 - mmaction - INFO - Epoch [57][420/940] lr: 1.000e-03, eta: 8:42:44, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8695, loss_cls: 1.2408, loss: 1.2408, grad_norm: 4.9540 2020-07-24 22:59:31,002 - mmaction - INFO - Epoch [57][440/940] lr: 1.000e-03, eta: 8:42:26, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8697, loss_cls: 1.2450, loss: 1.2450, grad_norm: 4.8518 2020-07-24 22:59:42,672 - mmaction - INFO - Epoch [57][460/940] lr: 1.000e-03, eta: 8:42:08, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8748, loss_cls: 1.2225, loss: 1.2225, grad_norm: 4.9288 2020-07-24 22:59:55,062 - mmaction - INFO - Epoch [57][480/940] lr: 1.000e-03, eta: 8:41:51, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8742, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.0177 2020-07-24 23:00:06,875 - mmaction - INFO - Epoch [57][500/940] lr: 1.000e-03, eta: 8:41:33, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8752, loss_cls: 1.2260, loss: 1.2260, grad_norm: 4.8755 2020-07-24 23:00:24,248 - mmaction - INFO - Epoch [57][520/940] lr: 1.000e-03, eta: 8:41:19, time: 0.868, data_time: 0.022, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8717, loss_cls: 1.2354, loss: 1.2354, grad_norm: 4.8155 2020-07-24 23:00:36,076 - mmaction - INFO - Epoch [57][540/940] lr: 1.000e-03, eta: 8:41:01, time: 0.595, data_time: 0.013, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8613, loss_cls: 1.2926, loss: 1.2926, grad_norm: 4.9496 2020-07-24 23:00:47,805 - mmaction - INFO - Epoch [57][560/940] lr: 1.000e-03, eta: 8:40:43, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8785, loss_cls: 1.2033, loss: 1.2033, grad_norm: 4.8724 2020-07-24 23:01:00,390 - mmaction - INFO - Epoch [57][580/940] lr: 1.000e-03, eta: 8:40:25, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8779, loss_cls: 1.2046, loss: 1.2046, grad_norm: 4.8171 2020-07-24 23:01:12,832 - mmaction - INFO - Epoch [57][600/940] lr: 1.000e-03, eta: 8:40:08, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6912, top5_acc: 0.8715, loss_cls: 1.2586, loss: 1.2586, grad_norm: 4.9389 2020-07-24 23:01:24,788 - mmaction - INFO - Epoch [57][620/940] lr: 1.000e-03, eta: 8:39:50, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8682, loss_cls: 1.2553, loss: 1.2553, grad_norm: 4.8681 2020-07-24 23:01:37,188 - mmaction - INFO - Epoch [57][640/940] lr: 1.000e-03, eta: 8:39:32, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8705, loss_cls: 1.2416, loss: 1.2416, grad_norm: 4.9073 2020-07-24 23:01:48,924 - mmaction - INFO - Epoch [57][660/940] lr: 1.000e-03, eta: 8:39:14, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8785, loss_cls: 1.2060, loss: 1.2060, grad_norm: 4.8481 2020-07-24 23:02:00,683 - mmaction - INFO - Epoch [57][680/940] lr: 1.000e-03, eta: 8:38:56, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8762, loss_cls: 1.2418, loss: 1.2418, grad_norm: 4.9544 2020-07-24 23:02:12,622 - mmaction - INFO - Epoch [57][700/940] lr: 1.000e-03, eta: 8:38:39, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6869, top5_acc: 0.8621, loss_cls: 1.3177, loss: 1.3177, grad_norm: 5.0953 2020-07-24 23:02:24,290 - mmaction - INFO - Epoch [57][720/940] lr: 1.000e-03, eta: 8:38:20, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8668, loss_cls: 1.2668, loss: 1.2668, grad_norm: 4.9332 2020-07-24 23:02:36,862 - mmaction - INFO - Epoch [57][740/940] lr: 1.000e-03, eta: 8:38:03, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8766, loss_cls: 1.2112, loss: 1.2112, grad_norm: 4.7697 2020-07-24 23:02:48,852 - mmaction - INFO - Epoch [57][760/940] lr: 1.000e-03, eta: 8:37:45, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8760, loss_cls: 1.2346, loss: 1.2346, grad_norm: 4.8812 2020-07-24 23:03:00,572 - mmaction - INFO - Epoch [57][780/940] lr: 1.000e-03, eta: 8:37:27, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8773, loss_cls: 1.2261, loss: 1.2261, grad_norm: 4.9396 2020-07-24 23:03:13,135 - mmaction - INFO - Epoch [57][800/940] lr: 1.000e-03, eta: 8:37:10, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8777, loss_cls: 1.1959, loss: 1.1959, grad_norm: 4.7493 2020-07-24 23:03:24,816 - mmaction - INFO - Epoch [57][820/940] lr: 1.000e-03, eta: 8:36:52, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2655, loss: 1.2655, grad_norm: 4.9430 2020-07-24 23:03:36,526 - mmaction - INFO - Epoch [57][840/940] lr: 1.000e-03, eta: 8:36:34, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8693, loss_cls: 1.2548, loss: 1.2548, grad_norm: 4.9165 2020-07-24 23:03:49,107 - mmaction - INFO - Epoch [57][860/940] lr: 1.000e-03, eta: 8:36:16, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8707, loss_cls: 1.2424, loss: 1.2424, grad_norm: 4.8670 2020-07-24 23:04:00,944 - mmaction - INFO - Epoch [57][880/940] lr: 1.000e-03, eta: 8:35:59, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2235, loss: 1.2235, grad_norm: 4.7929 2020-07-24 23:04:13,457 - mmaction - INFO - Epoch [57][900/940] lr: 1.000e-03, eta: 8:35:41, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6918, top5_acc: 0.8756, loss_cls: 1.2408, loss: 1.2408, grad_norm: 4.8704 2020-07-24 23:04:25,333 - mmaction - INFO - Epoch [57][920/940] lr: 1.000e-03, eta: 8:35:23, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8764, loss_cls: 1.2264, loss: 1.2264, grad_norm: 4.9078 2020-07-24 23:04:36,470 - mmaction - INFO - Epoch [57][940/940] lr: 1.000e-03, eta: 8:35:05, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8742, loss_cls: 1.2408, loss: 1.2408, grad_norm: 4.9145 2020-07-24 23:07:28,402 - mmaction - INFO - Epoch [58][20/940] lr: 1.000e-03, eta: 8:36:42, time: 8.212, data_time: 7.517, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8781, loss_cls: 1.2130, loss: 1.2130, grad_norm: 4.8940 2020-07-24 23:07:40,974 - mmaction - INFO - Epoch [58][40/940] lr: 1.000e-03, eta: 8:36:24, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8695, loss_cls: 1.2443, loss: 1.2443, grad_norm: 4.9775 2020-07-24 23:07:52,717 - mmaction - INFO - Epoch [58][60/940] lr: 1.000e-03, eta: 8:36:06, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8760, loss_cls: 1.2337, loss: 1.2337, grad_norm: 4.9168 2020-07-24 23:08:05,190 - mmaction - INFO - Epoch [58][80/940] lr: 1.000e-03, eta: 8:35:49, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8736, loss_cls: 1.2384, loss: 1.2384, grad_norm: 4.8799 2020-07-24 23:08:16,796 - mmaction - INFO - Epoch [58][100/940] lr: 1.000e-03, eta: 8:35:31, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8678, loss_cls: 1.2515, loss: 1.2515, grad_norm: 4.8233 2020-07-24 23:08:28,677 - mmaction - INFO - Epoch [58][120/940] lr: 1.000e-03, eta: 8:35:13, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8791, loss_cls: 1.2151, loss: 1.2151, grad_norm: 4.8979 2020-07-24 23:08:40,330 - mmaction - INFO - Epoch [58][140/940] lr: 1.000e-03, eta: 8:34:55, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6887, top5_acc: 0.8719, loss_cls: 1.2440, loss: 1.2440, grad_norm: 4.9385 2020-07-24 23:08:52,899 - mmaction - INFO - Epoch [58][160/940] lr: 1.000e-03, eta: 8:34:37, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.6879, top5_acc: 0.8680, loss_cls: 1.2809, loss: 1.2809, grad_norm: 5.0009 2020-07-24 23:09:05,718 - mmaction - INFO - Epoch [58][180/940] lr: 1.000e-03, eta: 8:34:20, time: 0.640, data_time: 0.001, memory: 8344, top1_acc: 0.6898, top5_acc: 0.8678, loss_cls: 1.2795, loss: 1.2795, grad_norm: 5.0242 2020-07-24 23:09:18,149 - mmaction - INFO - Epoch [58][200/940] lr: 1.000e-03, eta: 8:34:02, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8764, loss_cls: 1.1962, loss: 1.1962, grad_norm: 4.8188 2020-07-24 23:09:30,714 - mmaction - INFO - Epoch [58][220/940] lr: 1.000e-03, eta: 8:33:45, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8613, loss_cls: 1.2957, loss: 1.2957, grad_norm: 5.0127 2020-07-24 23:09:43,157 - mmaction - INFO - Epoch [58][240/940] lr: 1.000e-03, eta: 8:33:28, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6908, top5_acc: 0.8650, loss_cls: 1.2788, loss: 1.2788, grad_norm: 5.0386 2020-07-24 23:09:54,820 - mmaction - INFO - Epoch [58][260/940] lr: 1.000e-03, eta: 8:33:09, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8779, loss_cls: 1.2424, loss: 1.2424, grad_norm: 4.9735 2020-07-24 23:10:07,624 - mmaction - INFO - Epoch [58][280/940] lr: 1.000e-03, eta: 8:32:52, time: 0.639, data_time: 0.004, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8693, loss_cls: 1.2341, loss: 1.2341, grad_norm: 4.8870 2020-07-24 23:10:19,558 - mmaction - INFO - Epoch [58][300/940] lr: 1.000e-03, eta: 8:32:34, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8801, loss_cls: 1.2178, loss: 1.2178, grad_norm: 4.9257 2020-07-24 23:10:31,583 - mmaction - INFO - Epoch [58][320/940] lr: 1.000e-03, eta: 8:32:17, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8713, loss_cls: 1.2515, loss: 1.2515, grad_norm: 4.9570 2020-07-24 23:10:43,540 - mmaction - INFO - Epoch [58][340/940] lr: 1.000e-03, eta: 8:31:59, time: 0.600, data_time: 0.006, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8760, loss_cls: 1.2069, loss: 1.2069, grad_norm: 4.7901 2020-07-24 23:10:55,179 - mmaction - INFO - Epoch [58][360/940] lr: 1.000e-03, eta: 8:31:41, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2205, loss: 1.2205, grad_norm: 4.8626 2020-07-24 23:11:06,835 - mmaction - INFO - Epoch [58][380/940] lr: 1.000e-03, eta: 8:31:23, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.6895, top5_acc: 0.8818, loss_cls: 1.2139, loss: 1.2139, grad_norm: 4.9288 2020-07-24 23:11:19,194 - mmaction - INFO - Epoch [58][400/940] lr: 1.000e-03, eta: 8:31:05, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8750, loss_cls: 1.2216, loss: 1.2216, grad_norm: 4.8501 2020-07-24 23:11:31,042 - mmaction - INFO - Epoch [58][420/940] lr: 1.000e-03, eta: 8:30:47, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8697, loss_cls: 1.2589, loss: 1.2589, grad_norm: 4.9573 2020-07-24 23:11:43,589 - mmaction - INFO - Epoch [58][440/940] lr: 1.000e-03, eta: 8:30:30, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8717, loss_cls: 1.2250, loss: 1.2250, grad_norm: 4.8792 2020-07-24 23:11:55,242 - mmaction - INFO - Epoch [58][460/940] lr: 1.000e-03, eta: 8:30:12, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8703, loss_cls: 1.2419, loss: 1.2419, grad_norm: 4.9268 2020-07-24 23:12:07,017 - mmaction - INFO - Epoch [58][480/940] lr: 1.000e-03, eta: 8:29:54, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8762, loss_cls: 1.2082, loss: 1.2082, grad_norm: 4.7936 2020-07-24 23:12:18,727 - mmaction - INFO - Epoch [58][500/940] lr: 1.000e-03, eta: 8:29:36, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8795, loss_cls: 1.2063, loss: 1.2063, grad_norm: 4.8369 2020-07-24 23:12:31,235 - mmaction - INFO - Epoch [58][520/940] lr: 1.000e-03, eta: 8:29:18, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8768, loss_cls: 1.2265, loss: 1.2265, grad_norm: 4.9730 2020-07-24 23:12:42,873 - mmaction - INFO - Epoch [58][540/940] lr: 1.000e-03, eta: 8:29:00, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8699, loss_cls: 1.2521, loss: 1.2521, grad_norm: 4.8882 2020-07-24 23:12:54,622 - mmaction - INFO - Epoch [58][560/940] lr: 1.000e-03, eta: 8:28:43, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8703, loss_cls: 1.2415, loss: 1.2415, grad_norm: 4.9385 2020-07-24 23:13:07,195 - mmaction - INFO - Epoch [58][580/940] lr: 1.000e-03, eta: 8:28:25, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8688, loss_cls: 1.2254, loss: 1.2254, grad_norm: 4.8298 2020-07-24 23:13:18,965 - mmaction - INFO - Epoch [58][600/940] lr: 1.000e-03, eta: 8:28:07, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6893, top5_acc: 0.8592, loss_cls: 1.2858, loss: 1.2858, grad_norm: 4.9656 2020-07-24 23:13:31,559 - mmaction - INFO - Epoch [58][620/940] lr: 1.000e-03, eta: 8:27:50, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8695, loss_cls: 1.2465, loss: 1.2465, grad_norm: 4.9903 2020-07-24 23:13:44,042 - mmaction - INFO - Epoch [58][640/940] lr: 1.000e-03, eta: 8:27:33, time: 0.624, data_time: 0.007, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8748, loss_cls: 1.2231, loss: 1.2231, grad_norm: 4.8973 2020-07-24 23:13:55,757 - mmaction - INFO - Epoch [58][660/940] lr: 1.000e-03, eta: 8:27:15, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8793, loss_cls: 1.2261, loss: 1.2261, grad_norm: 4.8738 2020-07-24 23:14:07,492 - mmaction - INFO - Epoch [58][680/940] lr: 1.000e-03, eta: 8:26:57, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8732, loss_cls: 1.2381, loss: 1.2381, grad_norm: 4.8747 2020-07-24 23:14:19,182 - mmaction - INFO - Epoch [58][700/940] lr: 1.000e-03, eta: 8:26:39, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8756, loss_cls: 1.2149, loss: 1.2149, grad_norm: 4.8822 2020-07-24 23:14:31,578 - mmaction - INFO - Epoch [58][720/940] lr: 1.000e-03, eta: 8:26:21, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.6848, top5_acc: 0.8660, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.0191 2020-07-24 23:14:44,126 - mmaction - INFO - Epoch [58][740/940] lr: 1.000e-03, eta: 8:26:04, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8752, loss_cls: 1.2498, loss: 1.2498, grad_norm: 4.9646 2020-07-24 23:14:55,888 - mmaction - INFO - Epoch [58][760/940] lr: 1.000e-03, eta: 8:25:46, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8730, loss_cls: 1.2456, loss: 1.2456, grad_norm: 4.9498 2020-07-24 23:15:07,593 - mmaction - INFO - Epoch [58][780/940] lr: 1.000e-03, eta: 8:25:28, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8707, loss_cls: 1.2331, loss: 1.2331, grad_norm: 4.9367 2020-07-24 23:15:20,021 - mmaction - INFO - Epoch [58][800/940] lr: 1.000e-03, eta: 8:25:11, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8713, loss_cls: 1.2448, loss: 1.2448, grad_norm: 4.9083 2020-07-24 23:15:31,747 - mmaction - INFO - Epoch [58][820/940] lr: 1.000e-03, eta: 8:24:53, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6996, top5_acc: 0.8746, loss_cls: 1.2086, loss: 1.2086, grad_norm: 4.8404 2020-07-24 23:15:44,087 - mmaction - INFO - Epoch [58][840/940] lr: 1.000e-03, eta: 8:24:35, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8771, loss_cls: 1.2191, loss: 1.2191, grad_norm: 4.8267 2020-07-24 23:15:55,974 - mmaction - INFO - Epoch [58][860/940] lr: 1.000e-03, eta: 8:24:18, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8732, loss_cls: 1.2502, loss: 1.2502, grad_norm: 5.0049 2020-07-24 23:16:08,635 - mmaction - INFO - Epoch [58][880/940] lr: 1.000e-03, eta: 8:24:00, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8762, loss_cls: 1.2258, loss: 1.2258, grad_norm: 4.8782 2020-07-24 23:16:21,146 - mmaction - INFO - Epoch [58][900/940] lr: 1.000e-03, eta: 8:23:43, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8770, loss_cls: 1.2282, loss: 1.2282, grad_norm: 4.9062 2020-07-24 23:16:32,896 - mmaction - INFO - Epoch [58][920/940] lr: 1.000e-03, eta: 8:23:25, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8770, loss_cls: 1.2129, loss: 1.2129, grad_norm: 4.8620 2020-07-24 23:16:44,083 - mmaction - INFO - Epoch [58][940/940] lr: 1.000e-03, eta: 8:23:07, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8705, loss_cls: 1.2612, loss: 1.2612, grad_norm: 5.0157 2020-07-24 23:19:21,906 - mmaction - INFO - Epoch [59][20/940] lr: 1.000e-03, eta: 8:24:31, time: 7.617, data_time: 6.918, memory: 8344, top1_acc: 0.6900, top5_acc: 0.8736, loss_cls: 1.2426, loss: 1.2426, grad_norm: 4.9781 2020-07-24 23:19:34,345 - mmaction - INFO - Epoch [59][40/940] lr: 1.000e-03, eta: 8:24:13, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8656, loss_cls: 1.2583, loss: 1.2583, grad_norm: 4.9899 2020-07-24 23:19:46,106 - mmaction - INFO - Epoch [59][60/940] lr: 1.000e-03, eta: 8:23:55, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.6914, top5_acc: 0.8807, loss_cls: 1.2182, loss: 1.2182, grad_norm: 4.9611 2020-07-24 23:19:57,777 - mmaction - INFO - Epoch [59][80/940] lr: 1.000e-03, eta: 8:23:37, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8814, loss_cls: 1.2145, loss: 1.2145, grad_norm: 4.9134 2020-07-24 23:20:10,246 - mmaction - INFO - Epoch [59][100/940] lr: 1.000e-03, eta: 8:23:20, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8732, loss_cls: 1.2209, loss: 1.2209, grad_norm: 4.8982 2020-07-24 23:20:22,616 - mmaction - INFO - Epoch [59][120/940] lr: 1.000e-03, eta: 8:23:03, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2029, loss: 1.2029, grad_norm: 4.8286 2020-07-24 23:20:35,030 - mmaction - INFO - Epoch [59][140/940] lr: 1.000e-03, eta: 8:22:45, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8840, loss_cls: 1.2094, loss: 1.2094, grad_norm: 4.9435 2020-07-24 23:20:46,970 - mmaction - INFO - Epoch [59][160/940] lr: 1.000e-03, eta: 8:22:27, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8842, loss_cls: 1.2104, loss: 1.2104, grad_norm: 4.9138 2020-07-24 23:20:59,559 - mmaction - INFO - Epoch [59][180/940] lr: 1.000e-03, eta: 8:22:10, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8682, loss_cls: 1.2422, loss: 1.2422, grad_norm: 4.8628 2020-07-24 23:21:11,824 - mmaction - INFO - Epoch [59][200/940] lr: 1.000e-03, eta: 8:21:53, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8699, loss_cls: 1.2191, loss: 1.2191, grad_norm: 4.8701 2020-07-24 23:21:23,734 - mmaction - INFO - Epoch [59][220/940] lr: 1.000e-03, eta: 8:21:35, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8746, loss_cls: 1.2270, loss: 1.2270, grad_norm: 4.9465 2020-07-24 23:21:35,528 - mmaction - INFO - Epoch [59][240/940] lr: 1.000e-03, eta: 8:21:17, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8787, loss_cls: 1.1790, loss: 1.1790, grad_norm: 4.8348 2020-07-24 23:21:48,090 - mmaction - INFO - Epoch [59][260/940] lr: 1.000e-03, eta: 8:21:00, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8686, loss_cls: 1.2448, loss: 1.2448, grad_norm: 4.9022 2020-07-24 23:21:59,817 - mmaction - INFO - Epoch [59][280/940] lr: 1.000e-03, eta: 8:20:42, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8758, loss_cls: 1.2053, loss: 1.2053, grad_norm: 4.8115 2020-07-24 23:22:11,544 - mmaction - INFO - Epoch [59][300/940] lr: 1.000e-03, eta: 8:20:24, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8701, loss_cls: 1.2365, loss: 1.2365, grad_norm: 4.9889 2020-07-24 23:22:23,324 - mmaction - INFO - Epoch [59][320/940] lr: 1.000e-03, eta: 8:20:06, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2055, loss: 1.2055, grad_norm: 4.8666 2020-07-24 23:22:35,130 - mmaction - INFO - Epoch [59][340/940] lr: 1.000e-03, eta: 8:19:48, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8775, loss_cls: 1.2276, loss: 1.2276, grad_norm: 4.9217 2020-07-24 23:22:47,468 - mmaction - INFO - Epoch [59][360/940] lr: 1.000e-03, eta: 8:19:31, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8828, loss_cls: 1.2062, loss: 1.2062, grad_norm: 4.8981 2020-07-24 23:22:59,316 - mmaction - INFO - Epoch [59][380/940] lr: 1.000e-03, eta: 8:19:13, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8715, loss_cls: 1.2349, loss: 1.2349, grad_norm: 4.9626 2020-07-24 23:23:11,952 - mmaction - INFO - Epoch [59][400/940] lr: 1.000e-03, eta: 8:18:56, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2123, loss: 1.2123, grad_norm: 4.8575 2020-07-24 23:23:24,304 - mmaction - INFO - Epoch [59][420/940] lr: 1.000e-03, eta: 8:18:38, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8691, loss_cls: 1.2803, loss: 1.2803, grad_norm: 5.0026 2020-07-24 23:23:36,823 - mmaction - INFO - Epoch [59][440/940] lr: 1.000e-03, eta: 8:18:21, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8727, loss_cls: 1.2188, loss: 1.2188, grad_norm: 4.9020 2020-07-24 23:23:48,472 - mmaction - INFO - Epoch [59][460/940] lr: 1.000e-03, eta: 8:18:03, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8756, loss_cls: 1.2305, loss: 1.2305, grad_norm: 4.8300 2020-07-24 23:24:00,171 - mmaction - INFO - Epoch [59][480/940] lr: 1.000e-03, eta: 8:17:45, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8777, loss_cls: 1.2033, loss: 1.2033, grad_norm: 4.8893 2020-07-24 23:24:12,524 - mmaction - INFO - Epoch [59][500/940] lr: 1.000e-03, eta: 8:17:28, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8777, loss_cls: 1.2174, loss: 1.2174, grad_norm: 4.9447 2020-07-24 23:24:24,275 - mmaction - INFO - Epoch [59][520/940] lr: 1.000e-03, eta: 8:17:10, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8709, loss_cls: 1.2316, loss: 1.2316, grad_norm: 4.9306 2020-07-24 23:24:36,932 - mmaction - INFO - Epoch [59][540/940] lr: 1.000e-03, eta: 8:16:53, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8785, loss_cls: 1.2016, loss: 1.2016, grad_norm: 4.8925 2020-07-24 23:24:49,468 - mmaction - INFO - Epoch [59][560/940] lr: 1.000e-03, eta: 8:16:35, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8807, loss_cls: 1.1906, loss: 1.1906, grad_norm: 4.8963 2020-07-24 23:25:02,139 - mmaction - INFO - Epoch [59][580/940] lr: 1.000e-03, eta: 8:16:18, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8799, loss_cls: 1.2022, loss: 1.2022, grad_norm: 4.8381 2020-07-24 23:25:14,493 - mmaction - INFO - Epoch [59][600/940] lr: 1.000e-03, eta: 8:16:01, time: 0.621, data_time: 0.005, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8732, loss_cls: 1.2242, loss: 1.2242, grad_norm: 4.8964 2020-07-24 23:25:26,938 - mmaction - INFO - Epoch [59][620/940] lr: 1.000e-03, eta: 8:15:43, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.2296, loss: 1.2296, grad_norm: 4.9411 2020-07-24 23:25:38,694 - mmaction - INFO - Epoch [59][640/940] lr: 1.000e-03, eta: 8:15:26, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8770, loss_cls: 1.2173, loss: 1.2173, grad_norm: 4.9450 2020-07-24 23:25:50,416 - mmaction - INFO - Epoch [59][660/940] lr: 1.000e-03, eta: 8:15:08, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8688, loss_cls: 1.2415, loss: 1.2415, grad_norm: 5.0219 2020-07-24 23:26:02,674 - mmaction - INFO - Epoch [59][680/940] lr: 1.000e-03, eta: 8:14:50, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8746, loss_cls: 1.2311, loss: 1.2311, grad_norm: 4.9662 2020-07-24 23:26:15,478 - mmaction - INFO - Epoch [59][700/940] lr: 1.000e-03, eta: 8:14:33, time: 0.640, data_time: 0.003, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8830, loss_cls: 1.1793, loss: 1.1793, grad_norm: 4.9237 2020-07-24 23:26:27,963 - mmaction - INFO - Epoch [59][720/940] lr: 1.000e-03, eta: 8:14:16, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8775, loss_cls: 1.1965, loss: 1.1965, grad_norm: 4.8208 2020-07-24 23:26:39,692 - mmaction - INFO - Epoch [59][740/940] lr: 1.000e-03, eta: 8:13:58, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8689, loss_cls: 1.2708, loss: 1.2708, grad_norm: 5.0139 2020-07-24 23:26:51,358 - mmaction - INFO - Epoch [59][760/940] lr: 1.000e-03, eta: 8:13:40, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8688, loss_cls: 1.2458, loss: 1.2458, grad_norm: 5.0113 2020-07-24 23:27:03,768 - mmaction - INFO - Epoch [59][780/940] lr: 1.000e-03, eta: 8:13:23, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8758, loss_cls: 1.2376, loss: 1.2376, grad_norm: 5.0742 2020-07-24 23:27:15,822 - mmaction - INFO - Epoch [59][800/940] lr: 1.000e-03, eta: 8:13:05, time: 0.602, data_time: 0.001, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8729, loss_cls: 1.2323, loss: 1.2323, grad_norm: 4.9371 2020-07-24 23:27:28,209 - mmaction - INFO - Epoch [59][820/940] lr: 1.000e-03, eta: 8:12:48, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8793, loss_cls: 1.2054, loss: 1.2054, grad_norm: 4.9791 2020-07-24 23:27:39,910 - mmaction - INFO - Epoch [59][840/940] lr: 1.000e-03, eta: 8:12:30, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8674, loss_cls: 1.2690, loss: 1.2690, grad_norm: 5.0377 2020-07-24 23:27:52,607 - mmaction - INFO - Epoch [59][860/940] lr: 1.000e-03, eta: 8:12:13, time: 0.635, data_time: 0.003, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8781, loss_cls: 1.2180, loss: 1.2180, grad_norm: 4.9986 2020-07-24 23:28:04,947 - mmaction - INFO - Epoch [59][880/940] lr: 1.000e-03, eta: 8:11:56, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8734, loss_cls: 1.2158, loss: 1.2158, grad_norm: 4.9123 2020-07-24 23:28:16,898 - mmaction - INFO - Epoch [59][900/940] lr: 1.000e-03, eta: 8:11:38, time: 0.597, data_time: 0.003, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8742, loss_cls: 1.2104, loss: 1.2104, grad_norm: 4.9353 2020-07-24 23:28:28,563 - mmaction - INFO - Epoch [59][920/940] lr: 1.000e-03, eta: 8:11:20, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6967, top5_acc: 0.8748, loss_cls: 1.2316, loss: 1.2316, grad_norm: 4.9985 2020-07-24 23:28:39,686 - mmaction - INFO - Epoch [59][940/940] lr: 1.000e-03, eta: 8:11:02, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8772, loss_cls: 1.2229, loss: 1.2229, grad_norm: 4.9946 2020-07-24 23:30:55,561 - mmaction - INFO - Epoch [60][20/940] lr: 1.000e-03, eta: 8:12:06, time: 6.492, data_time: 5.830, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8734, loss_cls: 1.2122, loss: 1.2122, grad_norm: 4.9568 2020-07-24 23:31:08,118 - mmaction - INFO - Epoch [60][40/940] lr: 1.000e-03, eta: 8:11:49, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8822, loss_cls: 1.1931, loss: 1.1931, grad_norm: 4.8686 2020-07-24 23:31:20,034 - mmaction - INFO - Epoch [60][60/940] lr: 1.000e-03, eta: 8:11:32, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8840, loss_cls: 1.1867, loss: 1.1867, grad_norm: 4.9822 2020-07-24 23:31:31,679 - mmaction - INFO - Epoch [60][80/940] lr: 1.000e-03, eta: 8:11:14, time: 0.583, data_time: 0.004, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8807, loss_cls: 1.2008, loss: 1.2008, grad_norm: 4.9896 2020-07-24 23:31:44,263 - mmaction - INFO - Epoch [60][100/940] lr: 1.000e-03, eta: 8:10:56, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8744, loss_cls: 1.1948, loss: 1.1948, grad_norm: 4.8373 2020-07-24 23:31:56,608 - mmaction - INFO - Epoch [60][120/940] lr: 1.000e-03, eta: 8:10:39, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8666, loss_cls: 1.2678, loss: 1.2678, grad_norm: 5.0319 2020-07-24 23:32:09,079 - mmaction - INFO - Epoch [60][140/940] lr: 1.000e-03, eta: 8:10:22, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8807, loss_cls: 1.2027, loss: 1.2027, grad_norm: 4.9309 2020-07-24 23:32:21,611 - mmaction - INFO - Epoch [60][160/940] lr: 1.000e-03, eta: 8:10:04, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8814, loss_cls: 1.1988, loss: 1.1988, grad_norm: 4.8529 2020-07-24 23:32:33,260 - mmaction - INFO - Epoch [60][180/940] lr: 1.000e-03, eta: 8:09:47, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8729, loss_cls: 1.2344, loss: 1.2344, grad_norm: 4.9304 2020-07-24 23:32:45,881 - mmaction - INFO - Epoch [60][200/940] lr: 1.000e-03, eta: 8:09:29, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8754, loss_cls: 1.2256, loss: 1.2256, grad_norm: 4.9505 2020-07-24 23:32:58,142 - mmaction - INFO - Epoch [60][220/940] lr: 1.000e-03, eta: 8:09:12, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8789, loss_cls: 1.1967, loss: 1.1967, grad_norm: 4.8891 2020-07-24 23:33:10,674 - mmaction - INFO - Epoch [60][240/940] lr: 1.000e-03, eta: 8:08:55, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8729, loss_cls: 1.2430, loss: 1.2430, grad_norm: 4.9270 2020-07-24 23:33:22,435 - mmaction - INFO - Epoch [60][260/940] lr: 1.000e-03, eta: 8:08:37, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8723, loss_cls: 1.2144, loss: 1.2144, grad_norm: 4.8424 2020-07-24 23:33:34,846 - mmaction - INFO - Epoch [60][280/940] lr: 1.000e-03, eta: 8:08:20, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8779, loss_cls: 1.2032, loss: 1.2032, grad_norm: 4.8837 2020-07-24 23:33:46,593 - mmaction - INFO - Epoch [60][300/940] lr: 1.000e-03, eta: 8:08:02, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8721, loss_cls: 1.2314, loss: 1.2314, grad_norm: 4.8713 2020-07-24 23:33:59,072 - mmaction - INFO - Epoch [60][320/940] lr: 1.000e-03, eta: 8:07:45, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8775, loss_cls: 1.2118, loss: 1.2118, grad_norm: 4.9541 2020-07-24 23:34:10,974 - mmaction - INFO - Epoch [60][340/940] lr: 1.000e-03, eta: 8:07:27, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2036, loss: 1.2036, grad_norm: 4.9266 2020-07-24 23:34:22,677 - mmaction - INFO - Epoch [60][360/940] lr: 1.000e-03, eta: 8:07:09, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8838, loss_cls: 1.1781, loss: 1.1781, grad_norm: 4.9140 2020-07-24 23:34:34,390 - mmaction - INFO - Epoch [60][380/940] lr: 1.000e-03, eta: 8:06:51, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8762, loss_cls: 1.1928, loss: 1.1928, grad_norm: 4.9181 2020-07-24 23:34:46,150 - mmaction - INFO - Epoch [60][400/940] lr: 1.000e-03, eta: 8:06:34, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8682, loss_cls: 1.2516, loss: 1.2516, grad_norm: 4.9844 2020-07-24 23:34:57,917 - mmaction - INFO - Epoch [60][420/940] lr: 1.000e-03, eta: 8:06:16, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8777, loss_cls: 1.2054, loss: 1.2054, grad_norm: 4.9551 2020-07-24 23:35:09,551 - mmaction - INFO - Epoch [60][440/940] lr: 1.000e-03, eta: 8:05:58, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8750, loss_cls: 1.2271, loss: 1.2271, grad_norm: 4.9690 2020-07-24 23:35:21,562 - mmaction - INFO - Epoch [60][460/940] lr: 1.000e-03, eta: 8:05:41, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8791, loss_cls: 1.2151, loss: 1.2151, grad_norm: 4.9226 2020-07-24 23:35:33,218 - mmaction - INFO - Epoch [60][480/940] lr: 1.000e-03, eta: 8:05:23, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8752, loss_cls: 1.2456, loss: 1.2456, grad_norm: 5.0494 2020-07-24 23:35:45,882 - mmaction - INFO - Epoch [60][500/940] lr: 1.000e-03, eta: 8:05:06, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8689, loss_cls: 1.2208, loss: 1.2208, grad_norm: 5.0308 2020-07-24 23:35:58,374 - mmaction - INFO - Epoch [60][520/940] lr: 1.000e-03, eta: 8:04:49, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8705, loss_cls: 1.2490, loss: 1.2490, grad_norm: 4.9639 2020-07-24 23:36:10,249 - mmaction - INFO - Epoch [60][540/940] lr: 1.000e-03, eta: 8:04:31, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8709, loss_cls: 1.2298, loss: 1.2298, grad_norm: 4.8966 2020-07-24 23:36:22,612 - mmaction - INFO - Epoch [60][560/940] lr: 1.000e-03, eta: 8:04:14, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8811, loss_cls: 1.2163, loss: 1.2163, grad_norm: 5.0321 2020-07-24 23:36:34,395 - mmaction - INFO - Epoch [60][580/940] lr: 1.000e-03, eta: 8:03:56, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8746, loss_cls: 1.2311, loss: 1.2311, grad_norm: 4.9590 2020-07-24 23:36:46,783 - mmaction - INFO - Epoch [60][600/940] lr: 1.000e-03, eta: 8:03:39, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8705, loss_cls: 1.2544, loss: 1.2544, grad_norm: 4.9709 2020-07-24 23:36:59,365 - mmaction - INFO - Epoch [60][620/940] lr: 1.000e-03, eta: 8:03:22, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8754, loss_cls: 1.2369, loss: 1.2369, grad_norm: 4.9604 2020-07-24 23:37:11,047 - mmaction - INFO - Epoch [60][640/940] lr: 1.000e-03, eta: 8:03:04, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8719, loss_cls: 1.2192, loss: 1.2192, grad_norm: 4.9311 2020-07-24 23:37:23,666 - mmaction - INFO - Epoch [60][660/940] lr: 1.000e-03, eta: 8:02:47, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8711, loss_cls: 1.2256, loss: 1.2256, grad_norm: 4.8731 2020-07-24 23:37:35,347 - mmaction - INFO - Epoch [60][680/940] lr: 1.000e-03, eta: 8:02:29, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8680, loss_cls: 1.2608, loss: 1.2608, grad_norm: 4.9566 2020-07-24 23:37:48,041 - mmaction - INFO - Epoch [60][700/940] lr: 1.000e-03, eta: 8:02:12, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8779, loss_cls: 1.2149, loss: 1.2149, grad_norm: 4.9619 2020-07-24 23:38:00,384 - mmaction - INFO - Epoch [60][720/940] lr: 1.000e-03, eta: 8:01:55, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8643, loss_cls: 1.2513, loss: 1.2513, grad_norm: 5.0577 2020-07-24 23:38:12,160 - mmaction - INFO - Epoch [60][740/940] lr: 1.000e-03, eta: 8:01:37, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8713, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.0720 2020-07-24 23:38:24,914 - mmaction - INFO - Epoch [60][760/940] lr: 1.000e-03, eta: 8:01:20, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8754, loss_cls: 1.2256, loss: 1.2256, grad_norm: 5.0357 2020-07-24 23:38:37,389 - mmaction - INFO - Epoch [60][780/940] lr: 1.000e-03, eta: 8:01:03, time: 0.628, data_time: 0.006, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8727, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.0361 2020-07-24 23:38:49,187 - mmaction - INFO - Epoch [60][800/940] lr: 1.000e-03, eta: 8:00:45, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8762, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.0489 2020-07-24 23:39:00,946 - mmaction - INFO - Epoch [60][820/940] lr: 1.000e-03, eta: 8:00:28, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6937, top5_acc: 0.8768, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.0484 2020-07-24 23:39:13,357 - mmaction - INFO - Epoch [60][840/940] lr: 1.000e-03, eta: 8:00:10, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8732, loss_cls: 1.2364, loss: 1.2364, grad_norm: 4.9221 2020-07-24 23:39:25,008 - mmaction - INFO - Epoch [60][860/940] lr: 1.000e-03, eta: 7:59:53, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8771, loss_cls: 1.1918, loss: 1.1918, grad_norm: 4.9158 2020-07-24 23:39:37,548 - mmaction - INFO - Epoch [60][880/940] lr: 1.000e-03, eta: 7:59:36, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.6932, top5_acc: 0.8695, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.0520 2020-07-24 23:39:50,097 - mmaction - INFO - Epoch [60][900/940] lr: 1.000e-03, eta: 7:59:18, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8701, loss_cls: 1.2380, loss: 1.2380, grad_norm: 5.0143 2020-07-24 23:40:01,871 - mmaction - INFO - Epoch [60][920/940] lr: 1.000e-03, eta: 7:59:01, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8709, loss_cls: 1.2285, loss: 1.2285, grad_norm: 4.9550 2020-07-24 23:40:13,077 - mmaction - INFO - Epoch [60][940/940] lr: 1.000e-03, eta: 7:58:43, time: 0.561, data_time: 0.002, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8793, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.0385 2020-07-24 23:40:17,987 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-24 23:42:48,582 - mmaction - INFO - Epoch [61][20/940] lr: 1.000e-03, eta: 7:59:57, time: 7.509, data_time: 6.823, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8820, loss_cls: 1.1819, loss: 1.1819, grad_norm: 4.8546 2020-07-24 23:43:00,998 - mmaction - INFO - Epoch [61][40/940] lr: 1.000e-03, eta: 7:59:40, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8818, loss_cls: 1.1931, loss: 1.1931, grad_norm: 4.8934 2020-07-24 23:43:12,799 - mmaction - INFO - Epoch [61][60/940] lr: 1.000e-03, eta: 7:59:22, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.6963, top5_acc: 0.8643, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.0168 2020-07-24 23:43:24,426 - mmaction - INFO - Epoch [61][80/940] lr: 1.000e-03, eta: 7:59:05, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8689, loss_cls: 1.2487, loss: 1.2487, grad_norm: 4.9820 2020-07-24 23:43:36,182 - mmaction - INFO - Epoch [61][100/940] lr: 1.000e-03, eta: 7:58:47, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.6965, top5_acc: 0.8803, loss_cls: 1.2101, loss: 1.2101, grad_norm: 4.9930 2020-07-24 23:43:47,835 - mmaction - INFO - Epoch [61][120/940] lr: 1.000e-03, eta: 7:58:29, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8762, loss_cls: 1.2015, loss: 1.2015, grad_norm: 4.8624 2020-07-24 23:43:59,659 - mmaction - INFO - Epoch [61][140/940] lr: 1.000e-03, eta: 7:58:12, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8764, loss_cls: 1.2229, loss: 1.2229, grad_norm: 4.9356 2020-07-24 23:44:11,373 - mmaction - INFO - Epoch [61][160/940] lr: 1.000e-03, eta: 7:57:54, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8686, loss_cls: 1.2535, loss: 1.2535, grad_norm: 5.0151 2020-07-24 23:44:23,003 - mmaction - INFO - Epoch [61][180/940] lr: 1.000e-03, eta: 7:57:36, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2280, loss: 1.2280, grad_norm: 4.9773 2020-07-24 23:44:34,901 - mmaction - INFO - Epoch [61][200/940] lr: 1.000e-03, eta: 7:57:19, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8738, loss_cls: 1.2126, loss: 1.2126, grad_norm: 4.9110 2020-07-24 23:44:46,752 - mmaction - INFO - Epoch [61][220/940] lr: 1.000e-03, eta: 7:57:01, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8781, loss_cls: 1.1927, loss: 1.1927, grad_norm: 4.8923 2020-07-24 23:44:59,181 - mmaction - INFO - Epoch [61][240/940] lr: 1.000e-03, eta: 7:56:44, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8730, loss_cls: 1.2361, loss: 1.2361, grad_norm: 4.9193 2020-07-24 23:45:10,944 - mmaction - INFO - Epoch [61][260/940] lr: 1.000e-03, eta: 7:56:26, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8775, loss_cls: 1.1942, loss: 1.1942, grad_norm: 4.8960 2020-07-24 23:45:23,379 - mmaction - INFO - Epoch [61][280/940] lr: 1.000e-03, eta: 7:56:09, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8811, loss_cls: 1.2009, loss: 1.2009, grad_norm: 4.9916 2020-07-24 23:45:35,125 - mmaction - INFO - Epoch [61][300/940] lr: 1.000e-03, eta: 7:55:51, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8791, loss_cls: 1.1745, loss: 1.1745, grad_norm: 4.9699 2020-07-24 23:45:47,676 - mmaction - INFO - Epoch [61][320/940] lr: 1.000e-03, eta: 7:55:34, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8797, loss_cls: 1.2045, loss: 1.2045, grad_norm: 4.9947 2020-07-24 23:45:59,538 - mmaction - INFO - Epoch [61][340/940] lr: 1.000e-03, eta: 7:55:17, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8752, loss_cls: 1.2312, loss: 1.2312, grad_norm: 4.9433 2020-07-24 23:46:11,925 - mmaction - INFO - Epoch [61][360/940] lr: 1.000e-03, eta: 7:54:59, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8773, loss_cls: 1.2036, loss: 1.2036, grad_norm: 4.9353 2020-07-24 23:46:23,769 - mmaction - INFO - Epoch [61][380/940] lr: 1.000e-03, eta: 7:54:42, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8787, loss_cls: 1.2199, loss: 1.2199, grad_norm: 4.9815 2020-07-24 23:46:36,430 - mmaction - INFO - Epoch [61][400/940] lr: 1.000e-03, eta: 7:54:25, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8717, loss_cls: 1.2336, loss: 1.2336, grad_norm: 4.9858 2020-07-24 23:46:48,308 - mmaction - INFO - Epoch [61][420/940] lr: 1.000e-03, eta: 7:54:07, time: 0.598, data_time: 0.006, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8779, loss_cls: 1.2209, loss: 1.2209, grad_norm: 4.9960 2020-07-24 23:47:00,651 - mmaction - INFO - Epoch [61][440/940] lr: 1.000e-03, eta: 7:53:50, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8758, loss_cls: 1.2172, loss: 1.2172, grad_norm: 4.9155 2020-07-24 23:47:13,259 - mmaction - INFO - Epoch [61][460/940] lr: 1.000e-03, eta: 7:53:33, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8746, loss_cls: 1.2066, loss: 1.2066, grad_norm: 4.9160 2020-07-24 23:47:25,048 - mmaction - INFO - Epoch [61][480/940] lr: 1.000e-03, eta: 7:53:15, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6904, top5_acc: 0.8676, loss_cls: 1.2788, loss: 1.2788, grad_norm: 5.0668 2020-07-24 23:47:36,770 - mmaction - INFO - Epoch [61][500/940] lr: 1.000e-03, eta: 7:52:58, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1883, loss: 1.1883, grad_norm: 4.8883 2020-07-24 23:47:49,423 - mmaction - INFO - Epoch [61][520/940] lr: 1.000e-03, eta: 7:52:41, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2559, loss: 1.2559, grad_norm: 5.1013 2020-07-24 23:48:01,097 - mmaction - INFO - Epoch [61][540/940] lr: 1.000e-03, eta: 7:52:23, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.6953, top5_acc: 0.8775, loss_cls: 1.2429, loss: 1.2429, grad_norm: 5.0742 2020-07-24 23:48:13,612 - mmaction - INFO - Epoch [61][560/940] lr: 1.000e-03, eta: 7:52:06, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8795, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.0557 2020-07-24 23:48:25,331 - mmaction - INFO - Epoch [61][580/940] lr: 1.000e-03, eta: 7:51:48, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8742, loss_cls: 1.2240, loss: 1.2240, grad_norm: 4.9455 2020-07-24 23:48:37,099 - mmaction - INFO - Epoch [61][600/940] lr: 1.000e-03, eta: 7:51:31, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8766, loss_cls: 1.2366, loss: 1.2366, grad_norm: 5.0065 2020-07-24 23:48:48,884 - mmaction - INFO - Epoch [61][620/940] lr: 1.000e-03, eta: 7:51:13, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8750, loss_cls: 1.2127, loss: 1.2127, grad_norm: 4.9448 2020-07-24 23:49:01,415 - mmaction - INFO - Epoch [61][640/940] lr: 1.000e-03, eta: 7:50:56, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8760, loss_cls: 1.1987, loss: 1.1987, grad_norm: 4.8954 2020-07-24 23:49:13,865 - mmaction - INFO - Epoch [61][660/940] lr: 1.000e-03, eta: 7:50:39, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8809, loss_cls: 1.1962, loss: 1.1962, grad_norm: 4.9347 2020-07-24 23:49:25,551 - mmaction - INFO - Epoch [61][680/940] lr: 1.000e-03, eta: 7:50:21, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8740, loss_cls: 1.2229, loss: 1.2229, grad_norm: 4.9843 2020-07-24 23:49:37,223 - mmaction - INFO - Epoch [61][700/940] lr: 1.000e-03, eta: 7:50:04, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8760, loss_cls: 1.2083, loss: 1.2083, grad_norm: 4.9195 2020-07-24 23:49:49,666 - mmaction - INFO - Epoch [61][720/940] lr: 1.000e-03, eta: 7:49:47, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8771, loss_cls: 1.2054, loss: 1.2054, grad_norm: 4.9141 2020-07-24 23:50:02,215 - mmaction - INFO - Epoch [61][740/940] lr: 1.000e-03, eta: 7:49:29, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8846, loss_cls: 1.1911, loss: 1.1911, grad_norm: 4.9463 2020-07-24 23:50:13,969 - mmaction - INFO - Epoch [61][760/940] lr: 1.000e-03, eta: 7:49:12, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.6885, top5_acc: 0.8680, loss_cls: 1.2793, loss: 1.2793, grad_norm: 5.0818 2020-07-24 23:50:25,727 - mmaction - INFO - Epoch [61][780/940] lr: 1.000e-03, eta: 7:48:54, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8752, loss_cls: 1.2116, loss: 1.2116, grad_norm: 4.9384 2020-07-24 23:50:37,538 - mmaction - INFO - Epoch [61][800/940] lr: 1.000e-03, eta: 7:48:37, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8801, loss_cls: 1.2103, loss: 1.2103, grad_norm: 4.9754 2020-07-24 23:50:50,200 - mmaction - INFO - Epoch [61][820/940] lr: 1.000e-03, eta: 7:48:20, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8760, loss_cls: 1.2283, loss: 1.2283, grad_norm: 5.0601 2020-07-24 23:51:02,037 - mmaction - INFO - Epoch [61][840/940] lr: 1.000e-03, eta: 7:48:02, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8768, loss_cls: 1.2296, loss: 1.2296, grad_norm: 4.9810 2020-07-24 23:51:13,935 - mmaction - INFO - Epoch [61][860/940] lr: 1.000e-03, eta: 7:47:45, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8738, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.0759 2020-07-24 23:51:25,692 - mmaction - INFO - Epoch [61][880/940] lr: 1.000e-03, eta: 7:47:27, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8711, loss_cls: 1.2254, loss: 1.2254, grad_norm: 5.0096 2020-07-24 23:51:38,100 - mmaction - INFO - Epoch [61][900/940] lr: 1.000e-03, eta: 7:47:10, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8826, loss_cls: 1.2018, loss: 1.2018, grad_norm: 5.0210 2020-07-24 23:51:50,505 - mmaction - INFO - Epoch [61][920/940] lr: 1.000e-03, eta: 7:46:53, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8771, loss_cls: 1.2075, loss: 1.2075, grad_norm: 4.9967 2020-07-24 23:52:01,710 - mmaction - INFO - Epoch [61][940/940] lr: 1.000e-03, eta: 7:46:35, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8732, loss_cls: 1.2051, loss: 1.2051, grad_norm: 4.9404 2020-07-24 23:54:19,682 - mmaction - INFO - Epoch [62][20/940] lr: 1.000e-03, eta: 7:47:34, time: 6.573, data_time: 5.915, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8789, loss_cls: 1.1786, loss: 1.1786, grad_norm: 4.9848 2020-07-24 23:54:32,108 - mmaction - INFO - Epoch [62][40/940] lr: 1.000e-03, eta: 7:47:17, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8725, loss_cls: 1.2420, loss: 1.2420, grad_norm: 5.0560 2020-07-24 23:54:43,978 - mmaction - INFO - Epoch [62][60/940] lr: 1.000e-03, eta: 7:47:00, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8756, loss_cls: 1.2159, loss: 1.2159, grad_norm: 4.9337 2020-07-24 23:54:55,721 - mmaction - INFO - Epoch [62][80/940] lr: 1.000e-03, eta: 7:46:42, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8766, loss_cls: 1.2147, loss: 1.2147, grad_norm: 4.9296 2020-07-24 23:55:08,177 - mmaction - INFO - Epoch [62][100/940] lr: 1.000e-03, eta: 7:46:25, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.6945, top5_acc: 0.8713, loss_cls: 1.2290, loss: 1.2290, grad_norm: 4.9871 2020-07-24 23:55:19,896 - mmaction - INFO - Epoch [62][120/940] lr: 1.000e-03, eta: 7:46:07, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8811, loss_cls: 1.1880, loss: 1.1880, grad_norm: 4.9841 2020-07-24 23:55:32,531 - mmaction - INFO - Epoch [62][140/940] lr: 1.000e-03, eta: 7:45:50, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8768, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.0125 2020-07-24 23:55:44,890 - mmaction - INFO - Epoch [62][160/940] lr: 1.000e-03, eta: 7:45:33, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8906, loss_cls: 1.1362, loss: 1.1362, grad_norm: 4.9097 2020-07-24 23:55:56,626 - mmaction - INFO - Epoch [62][180/940] lr: 1.000e-03, eta: 7:45:16, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8857, loss_cls: 1.1650, loss: 1.1650, grad_norm: 4.9648 2020-07-24 23:56:09,157 - mmaction - INFO - Epoch [62][200/940] lr: 1.000e-03, eta: 7:44:58, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8855, loss_cls: 1.1609, loss: 1.1609, grad_norm: 4.9395 2020-07-24 23:56:20,917 - mmaction - INFO - Epoch [62][220/940] lr: 1.000e-03, eta: 7:44:41, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8689, loss_cls: 1.2195, loss: 1.2195, grad_norm: 4.9947 2020-07-24 23:56:32,741 - mmaction - INFO - Epoch [62][240/940] lr: 1.000e-03, eta: 7:44:23, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8885, loss_cls: 1.1723, loss: 1.1723, grad_norm: 4.9125 2020-07-24 23:56:45,252 - mmaction - INFO - Epoch [62][260/940] lr: 1.000e-03, eta: 7:44:06, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8844, loss_cls: 1.1902, loss: 1.1902, grad_norm: 4.9822 2020-07-24 23:56:57,013 - mmaction - INFO - Epoch [62][280/940] lr: 1.000e-03, eta: 7:43:49, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8787, loss_cls: 1.2106, loss: 1.2106, grad_norm: 5.0070 2020-07-24 23:57:09,414 - mmaction - INFO - Epoch [62][300/940] lr: 1.000e-03, eta: 7:43:32, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8809, loss_cls: 1.1903, loss: 1.1903, grad_norm: 4.9076 2020-07-24 23:57:21,854 - mmaction - INFO - Epoch [62][320/940] lr: 1.000e-03, eta: 7:43:15, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8781, loss_cls: 1.2117, loss: 1.2117, grad_norm: 4.9812 2020-07-24 23:57:33,606 - mmaction - INFO - Epoch [62][340/940] lr: 1.000e-03, eta: 7:42:57, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8811, loss_cls: 1.1676, loss: 1.1676, grad_norm: 4.8965 2020-07-24 23:57:45,994 - mmaction - INFO - Epoch [62][360/940] lr: 1.000e-03, eta: 7:42:40, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8785, loss_cls: 1.2090, loss: 1.2090, grad_norm: 5.0631 2020-07-24 23:57:57,836 - mmaction - INFO - Epoch [62][380/940] lr: 1.000e-03, eta: 7:42:22, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8807, loss_cls: 1.2112, loss: 1.2112, grad_norm: 5.0243 2020-07-24 23:58:09,643 - mmaction - INFO - Epoch [62][400/940] lr: 1.000e-03, eta: 7:42:05, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8820, loss_cls: 1.1745, loss: 1.1745, grad_norm: 4.9012 2020-07-24 23:58:21,348 - mmaction - INFO - Epoch [62][420/940] lr: 1.000e-03, eta: 7:41:47, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8795, loss_cls: 1.1782, loss: 1.1782, grad_norm: 4.8806 2020-07-24 23:58:33,834 - mmaction - INFO - Epoch [62][440/940] lr: 1.000e-03, eta: 7:41:30, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1700, loss: 1.1700, grad_norm: 4.8794 2020-07-24 23:58:45,723 - mmaction - INFO - Epoch [62][460/940] lr: 1.000e-03, eta: 7:41:13, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8693, loss_cls: 1.2225, loss: 1.2225, grad_norm: 4.9677 2020-07-24 23:58:57,391 - mmaction - INFO - Epoch [62][480/940] lr: 1.000e-03, eta: 7:40:55, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.6928, top5_acc: 0.8703, loss_cls: 1.2535, loss: 1.2535, grad_norm: 5.0702 2020-07-24 23:59:09,833 - mmaction - INFO - Epoch [62][500/940] lr: 1.000e-03, eta: 7:40:38, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8730, loss_cls: 1.2171, loss: 1.2171, grad_norm: 4.9985 2020-07-24 23:59:21,656 - mmaction - INFO - Epoch [62][520/940] lr: 1.000e-03, eta: 7:40:21, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.6906, top5_acc: 0.8678, loss_cls: 1.2647, loss: 1.2647, grad_norm: 5.1121 2020-07-24 23:59:33,989 - mmaction - INFO - Epoch [62][540/940] lr: 1.000e-03, eta: 7:40:04, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8764, loss_cls: 1.2089, loss: 1.2089, grad_norm: 4.9842 2020-07-24 23:59:46,502 - mmaction - INFO - Epoch [62][560/940] lr: 1.000e-03, eta: 7:39:47, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8801, loss_cls: 1.1905, loss: 1.1905, grad_norm: 4.9757 2020-07-24 23:59:58,356 - mmaction - INFO - Epoch [62][580/940] lr: 1.000e-03, eta: 7:39:29, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8809, loss_cls: 1.1808, loss: 1.1808, grad_norm: 5.0133 2020-07-25 00:00:15,806 - mmaction - INFO - Epoch [62][600/940] lr: 1.000e-03, eta: 7:39:15, time: 0.869, data_time: 0.008, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8777, loss_cls: 1.2139, loss: 1.2139, grad_norm: 4.9920 2020-07-25 00:00:28,289 - mmaction - INFO - Epoch [62][620/940] lr: 1.000e-03, eta: 7:38:58, time: 0.628, data_time: 0.011, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8762, loss_cls: 1.2159, loss: 1.2159, grad_norm: 5.0684 2020-07-25 00:00:39,964 - mmaction - INFO - Epoch [62][640/940] lr: 1.000e-03, eta: 7:38:41, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2347, loss: 1.2347, grad_norm: 5.0260 2020-07-25 00:00:52,484 - mmaction - INFO - Epoch [62][660/940] lr: 1.000e-03, eta: 7:38:24, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8818, loss_cls: 1.2307, loss: 1.2307, grad_norm: 5.1150 2020-07-25 00:01:04,253 - mmaction - INFO - Epoch [62][680/940] lr: 1.000e-03, eta: 7:38:06, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8748, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.0218 2020-07-25 00:01:16,682 - mmaction - INFO - Epoch [62][700/940] lr: 1.000e-03, eta: 7:37:49, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8730, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.0873 2020-07-25 00:01:28,457 - mmaction - INFO - Epoch [62][720/940] lr: 1.000e-03, eta: 7:37:32, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8742, loss_cls: 1.2274, loss: 1.2274, grad_norm: 4.9677 2020-07-25 00:01:40,331 - mmaction - INFO - Epoch [62][740/940] lr: 1.000e-03, eta: 7:37:15, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8779, loss_cls: 1.2005, loss: 1.2005, grad_norm: 4.9906 2020-07-25 00:01:52,215 - mmaction - INFO - Epoch [62][760/940] lr: 1.000e-03, eta: 7:36:57, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8758, loss_cls: 1.2069, loss: 1.2069, grad_norm: 4.9668 2020-07-25 00:02:03,986 - mmaction - INFO - Epoch [62][780/940] lr: 1.000e-03, eta: 7:36:40, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8730, loss_cls: 1.2269, loss: 1.2269, grad_norm: 4.9974 2020-07-25 00:02:16,519 - mmaction - INFO - Epoch [62][800/940] lr: 1.000e-03, eta: 7:36:23, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8717, loss_cls: 1.2102, loss: 1.2102, grad_norm: 4.9726 2020-07-25 00:02:28,319 - mmaction - INFO - Epoch [62][820/940] lr: 1.000e-03, eta: 7:36:05, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8766, loss_cls: 1.2176, loss: 1.2176, grad_norm: 4.9866 2020-07-25 00:02:41,370 - mmaction - INFO - Epoch [62][840/940] lr: 1.000e-03, eta: 7:35:49, time: 0.652, data_time: 0.003, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8693, loss_cls: 1.2368, loss: 1.2368, grad_norm: 4.9696 2020-07-25 00:02:53,837 - mmaction - INFO - Epoch [62][860/940] lr: 1.000e-03, eta: 7:35:32, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8768, loss_cls: 1.1888, loss: 1.1888, grad_norm: 4.9519 2020-07-25 00:03:06,388 - mmaction - INFO - Epoch [62][880/940] lr: 1.000e-03, eta: 7:35:15, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8758, loss_cls: 1.2053, loss: 1.2053, grad_norm: 5.0033 2020-07-25 00:03:18,733 - mmaction - INFO - Epoch [62][900/940] lr: 1.000e-03, eta: 7:34:58, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8760, loss_cls: 1.2193, loss: 1.2193, grad_norm: 5.1033 2020-07-25 00:03:31,171 - mmaction - INFO - Epoch [62][920/940] lr: 1.000e-03, eta: 7:34:41, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8744, loss_cls: 1.2412, loss: 1.2412, grad_norm: 4.9871 2020-07-25 00:03:42,287 - mmaction - INFO - Epoch [62][940/940] lr: 1.000e-03, eta: 7:34:23, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.6943, top5_acc: 0.8693, loss_cls: 1.2529, loss: 1.2529, grad_norm: 5.1520 2020-07-25 00:06:10,118 - mmaction - INFO - Epoch [63][20/940] lr: 1.000e-03, eta: 7:35:24, time: 6.986, data_time: 6.274, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8846, loss_cls: 1.1792, loss: 1.1792, grad_norm: 4.9785 2020-07-25 00:06:21,736 - mmaction - INFO - Epoch [63][40/940] lr: 1.000e-03, eta: 7:35:06, time: 0.581, data_time: 0.004, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8791, loss_cls: 1.1934, loss: 1.1934, grad_norm: 4.9832 2020-07-25 00:06:34,314 - mmaction - INFO - Epoch [63][60/940] lr: 1.000e-03, eta: 7:34:49, time: 0.628, data_time: 0.004, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8807, loss_cls: 1.1896, loss: 1.1896, grad_norm: 4.9543 2020-07-25 00:06:45,999 - mmaction - INFO - Epoch [63][80/940] lr: 1.000e-03, eta: 7:34:32, time: 0.586, data_time: 0.004, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8824, loss_cls: 1.1609, loss: 1.1609, grad_norm: 4.9499 2020-07-25 00:06:58,457 - mmaction - INFO - Epoch [63][100/940] lr: 1.000e-03, eta: 7:34:15, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8859, loss_cls: 1.1734, loss: 1.1734, grad_norm: 4.9727 2020-07-25 00:07:11,032 - mmaction - INFO - Epoch [63][120/940] lr: 1.000e-03, eta: 7:33:58, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8789, loss_cls: 1.1826, loss: 1.1826, grad_norm: 5.0600 2020-07-25 00:07:23,544 - mmaction - INFO - Epoch [63][140/940] lr: 1.000e-03, eta: 7:33:41, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8834, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.0027 2020-07-25 00:07:35,823 - mmaction - INFO - Epoch [63][160/940] lr: 1.000e-03, eta: 7:33:24, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8816, loss_cls: 1.1684, loss: 1.1684, grad_norm: 4.9829 2020-07-25 00:07:47,479 - mmaction - INFO - Epoch [63][180/940] lr: 1.000e-03, eta: 7:33:06, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8789, loss_cls: 1.2155, loss: 1.2155, grad_norm: 5.0485 2020-07-25 00:08:00,060 - mmaction - INFO - Epoch [63][200/940] lr: 1.000e-03, eta: 7:32:49, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8820, loss_cls: 1.1967, loss: 1.1967, grad_norm: 4.9620 2020-07-25 00:08:12,421 - mmaction - INFO - Epoch [63][220/940] lr: 1.000e-03, eta: 7:32:32, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8770, loss_cls: 1.2227, loss: 1.2227, grad_norm: 5.0715 2020-07-25 00:08:24,291 - mmaction - INFO - Epoch [63][240/940] lr: 1.000e-03, eta: 7:32:15, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8766, loss_cls: 1.2238, loss: 1.2238, grad_norm: 5.1263 2020-07-25 00:08:36,070 - mmaction - INFO - Epoch [63][260/940] lr: 1.000e-03, eta: 7:31:57, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2023, loss: 1.2023, grad_norm: 4.9403 2020-07-25 00:08:47,791 - mmaction - INFO - Epoch [63][280/940] lr: 1.000e-03, eta: 7:31:40, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8787, loss_cls: 1.2208, loss: 1.2208, grad_norm: 5.0499 2020-07-25 00:09:00,154 - mmaction - INFO - Epoch [63][300/940] lr: 1.000e-03, eta: 7:31:23, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8758, loss_cls: 1.2000, loss: 1.2000, grad_norm: 4.9645 2020-07-25 00:09:11,756 - mmaction - INFO - Epoch [63][320/940] lr: 1.000e-03, eta: 7:31:05, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8787, loss_cls: 1.1987, loss: 1.1987, grad_norm: 5.0065 2020-07-25 00:09:24,368 - mmaction - INFO - Epoch [63][340/940] lr: 1.000e-03, eta: 7:30:48, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8793, loss_cls: 1.1922, loss: 1.1922, grad_norm: 4.9789 2020-07-25 00:09:36,151 - mmaction - INFO - Epoch [63][360/940] lr: 1.000e-03, eta: 7:30:31, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8779, loss_cls: 1.2215, loss: 1.2215, grad_norm: 5.0757 2020-07-25 00:09:48,509 - mmaction - INFO - Epoch [63][380/940] lr: 1.000e-03, eta: 7:30:14, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8799, loss_cls: 1.1854, loss: 1.1854, grad_norm: 4.9729 2020-07-25 00:10:00,953 - mmaction - INFO - Epoch [63][400/940] lr: 1.000e-03, eta: 7:29:57, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8703, loss_cls: 1.2040, loss: 1.2040, grad_norm: 4.9813 2020-07-25 00:10:13,468 - mmaction - INFO - Epoch [63][420/940] lr: 1.000e-03, eta: 7:29:40, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8832, loss_cls: 1.1843, loss: 1.1843, grad_norm: 4.9858 2020-07-25 00:10:25,894 - mmaction - INFO - Epoch [63][440/940] lr: 1.000e-03, eta: 7:29:23, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8732, loss_cls: 1.2223, loss: 1.2223, grad_norm: 5.0417 2020-07-25 00:10:37,574 - mmaction - INFO - Epoch [63][460/940] lr: 1.000e-03, eta: 7:29:05, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8736, loss_cls: 1.2068, loss: 1.2068, grad_norm: 5.0511 2020-07-25 00:10:50,455 - mmaction - INFO - Epoch [63][480/940] lr: 1.000e-03, eta: 7:28:49, time: 0.645, data_time: 0.003, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8799, loss_cls: 1.2129, loss: 1.2129, grad_norm: 5.1427 2020-07-25 00:11:02,155 - mmaction - INFO - Epoch [63][500/940] lr: 1.000e-03, eta: 7:28:31, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8820, loss_cls: 1.1887, loss: 1.1887, grad_norm: 4.9439 2020-07-25 00:11:14,679 - mmaction - INFO - Epoch [63][520/940] lr: 1.000e-03, eta: 7:28:14, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8805, loss_cls: 1.1981, loss: 1.1981, grad_norm: 4.9951 2020-07-25 00:11:26,420 - mmaction - INFO - Epoch [63][540/940] lr: 1.000e-03, eta: 7:27:57, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8752, loss_cls: 1.2170, loss: 1.2170, grad_norm: 5.0635 2020-07-25 00:11:38,100 - mmaction - INFO - Epoch [63][560/940] lr: 1.000e-03, eta: 7:27:40, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8771, loss_cls: 1.2178, loss: 1.2178, grad_norm: 5.0648 2020-07-25 00:11:49,818 - mmaction - INFO - Epoch [63][580/940] lr: 1.000e-03, eta: 7:27:22, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8822, loss_cls: 1.1975, loss: 1.1975, grad_norm: 5.0197 2020-07-25 00:12:02,344 - mmaction - INFO - Epoch [63][600/940] lr: 1.000e-03, eta: 7:27:05, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8814, loss_cls: 1.1496, loss: 1.1496, grad_norm: 4.9097 2020-07-25 00:12:14,080 - mmaction - INFO - Epoch [63][620/940] lr: 1.000e-03, eta: 7:26:48, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8781, loss_cls: 1.1868, loss: 1.1868, grad_norm: 5.0012 2020-07-25 00:12:26,663 - mmaction - INFO - Epoch [63][640/940] lr: 1.000e-03, eta: 7:26:31, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8834, loss_cls: 1.1843, loss: 1.1843, grad_norm: 5.0408 2020-07-25 00:12:39,079 - mmaction - INFO - Epoch [63][660/940] lr: 1.000e-03, eta: 7:26:14, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8809, loss_cls: 1.1897, loss: 1.1897, grad_norm: 5.0778 2020-07-25 00:12:51,438 - mmaction - INFO - Epoch [63][680/940] lr: 1.000e-03, eta: 7:25:57, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8771, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.1743 2020-07-25 00:13:03,129 - mmaction - INFO - Epoch [63][700/940] lr: 1.000e-03, eta: 7:25:40, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8752, loss_cls: 1.2091, loss: 1.2091, grad_norm: 5.0450 2020-07-25 00:13:15,490 - mmaction - INFO - Epoch [63][720/940] lr: 1.000e-03, eta: 7:25:23, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8715, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.1135 2020-07-25 00:13:27,285 - mmaction - INFO - Epoch [63][740/940] lr: 1.000e-03, eta: 7:25:05, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8807, loss_cls: 1.2205, loss: 1.2205, grad_norm: 5.0762 2020-07-25 00:13:39,055 - mmaction - INFO - Epoch [63][760/940] lr: 1.000e-03, eta: 7:24:48, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8701, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.0656 2020-07-25 00:13:51,747 - mmaction - INFO - Epoch [63][780/940] lr: 1.000e-03, eta: 7:24:31, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8762, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.0364 2020-07-25 00:14:03,452 - mmaction - INFO - Epoch [63][800/940] lr: 1.000e-03, eta: 7:24:14, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8799, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.0619 2020-07-25 00:14:15,925 - mmaction - INFO - Epoch [63][820/940] lr: 1.000e-03, eta: 7:23:57, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8824, loss_cls: 1.1772, loss: 1.1772, grad_norm: 4.9538 2020-07-25 00:14:27,736 - mmaction - INFO - Epoch [63][840/940] lr: 1.000e-03, eta: 7:23:40, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6994, top5_acc: 0.8703, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.0783 2020-07-25 00:14:40,147 - mmaction - INFO - Epoch [63][860/940] lr: 1.000e-03, eta: 7:23:23, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8645, loss_cls: 1.2778, loss: 1.2778, grad_norm: 5.2329 2020-07-25 00:14:51,816 - mmaction - INFO - Epoch [63][880/940] lr: 1.000e-03, eta: 7:23:05, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.0501 2020-07-25 00:15:04,482 - mmaction - INFO - Epoch [63][900/940] lr: 1.000e-03, eta: 7:22:48, time: 0.634, data_time: 0.003, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8699, loss_cls: 1.2350, loss: 1.2350, grad_norm: 5.0461 2020-07-25 00:15:16,976 - mmaction - INFO - Epoch [63][920/940] lr: 1.000e-03, eta: 7:22:32, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8795, loss_cls: 1.2136, loss: 1.2136, grad_norm: 4.9934 2020-07-25 00:15:28,151 - mmaction - INFO - Epoch [63][940/940] lr: 1.000e-03, eta: 7:22:14, time: 0.560, data_time: 0.002, memory: 8344, top1_acc: 0.6976, top5_acc: 0.8709, loss_cls: 1.2312, loss: 1.2312, grad_norm: 5.1673 2020-07-25 00:18:07,476 - mmaction - INFO - Epoch [64][20/940] lr: 1.000e-03, eta: 7:23:20, time: 7.670, data_time: 6.983, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8848, loss_cls: 1.1387, loss: 1.1387, grad_norm: 4.8430 2020-07-25 00:18:19,253 - mmaction - INFO - Epoch [64][40/940] lr: 1.000e-03, eta: 7:23:02, time: 0.588, data_time: 0.004, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8834, loss_cls: 1.1864, loss: 1.1864, grad_norm: 4.9888 2020-07-25 00:18:31,606 - mmaction - INFO - Epoch [64][60/940] lr: 1.000e-03, eta: 7:22:45, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8779, loss_cls: 1.1530, loss: 1.1530, grad_norm: 4.8806 2020-07-25 00:18:43,422 - mmaction - INFO - Epoch [64][80/940] lr: 1.000e-03, eta: 7:22:28, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8760, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.1010 2020-07-25 00:18:55,899 - mmaction - INFO - Epoch [64][100/940] lr: 1.000e-03, eta: 7:22:11, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8828, loss_cls: 1.2126, loss: 1.2126, grad_norm: 5.0178 2020-07-25 00:19:07,678 - mmaction - INFO - Epoch [64][120/940] lr: 1.000e-03, eta: 7:21:54, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8771, loss_cls: 1.2194, loss: 1.2194, grad_norm: 5.1644 2020-07-25 00:19:20,076 - mmaction - INFO - Epoch [64][140/940] lr: 1.000e-03, eta: 7:21:37, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8793, loss_cls: 1.1732, loss: 1.1732, grad_norm: 5.0110 2020-07-25 00:19:31,916 - mmaction - INFO - Epoch [64][160/940] lr: 1.000e-03, eta: 7:21:19, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8713, loss_cls: 1.2274, loss: 1.2274, grad_norm: 5.0032 2020-07-25 00:19:44,321 - mmaction - INFO - Epoch [64][180/940] lr: 1.000e-03, eta: 7:21:02, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8855, loss_cls: 1.1586, loss: 1.1586, grad_norm: 5.0194 2020-07-25 00:19:56,009 - mmaction - INFO - Epoch [64][200/940] lr: 1.000e-03, eta: 7:20:45, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8668, loss_cls: 1.2308, loss: 1.2308, grad_norm: 5.0429 2020-07-25 00:20:08,500 - mmaction - INFO - Epoch [64][220/940] lr: 1.000e-03, eta: 7:20:28, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8836, loss_cls: 1.1734, loss: 1.1734, grad_norm: 4.9967 2020-07-25 00:20:21,064 - mmaction - INFO - Epoch [64][240/940] lr: 1.000e-03, eta: 7:20:11, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8680, loss_cls: 1.2657, loss: 1.2657, grad_norm: 5.0558 2020-07-25 00:20:32,737 - mmaction - INFO - Epoch [64][260/940] lr: 1.000e-03, eta: 7:19:54, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8732, loss_cls: 1.2340, loss: 1.2340, grad_norm: 5.0948 2020-07-25 00:20:45,047 - mmaction - INFO - Epoch [64][280/940] lr: 1.000e-03, eta: 7:19:37, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.6947, top5_acc: 0.8734, loss_cls: 1.2514, loss: 1.2514, grad_norm: 5.1336 2020-07-25 00:20:56,814 - mmaction - INFO - Epoch [64][300/940] lr: 1.000e-03, eta: 7:19:19, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8826, loss_cls: 1.1642, loss: 1.1642, grad_norm: 4.9670 2020-07-25 00:21:09,471 - mmaction - INFO - Epoch [64][320/940] lr: 1.000e-03, eta: 7:19:03, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8791, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.0962 2020-07-25 00:21:21,812 - mmaction - INFO - Epoch [64][340/940] lr: 1.000e-03, eta: 7:18:46, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6939, top5_acc: 0.8719, loss_cls: 1.2304, loss: 1.2304, grad_norm: 5.1076 2020-07-25 00:21:33,711 - mmaction - INFO - Epoch [64][360/940] lr: 1.000e-03, eta: 7:18:28, time: 0.594, data_time: 0.008, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8832, loss_cls: 1.1982, loss: 1.1982, grad_norm: 5.0433 2020-07-25 00:21:46,458 - mmaction - INFO - Epoch [64][380/940] lr: 1.000e-03, eta: 7:18:12, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1840, loss: 1.1840, grad_norm: 5.0433 2020-07-25 00:21:58,253 - mmaction - INFO - Epoch [64][400/940] lr: 1.000e-03, eta: 7:17:54, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8775, loss_cls: 1.1995, loss: 1.1995, grad_norm: 5.0390 2020-07-25 00:22:10,718 - mmaction - INFO - Epoch [64][420/940] lr: 1.000e-03, eta: 7:17:37, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8754, loss_cls: 1.2050, loss: 1.2050, grad_norm: 5.0355 2020-07-25 00:22:22,448 - mmaction - INFO - Epoch [64][440/940] lr: 1.000e-03, eta: 7:17:20, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7000, top5_acc: 0.8738, loss_cls: 1.2112, loss: 1.2112, grad_norm: 5.0303 2020-07-25 00:22:34,197 - mmaction - INFO - Epoch [64][460/940] lr: 1.000e-03, eta: 7:17:03, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8814, loss_cls: 1.1698, loss: 1.1698, grad_norm: 4.9866 2020-07-25 00:22:45,890 - mmaction - INFO - Epoch [64][480/940] lr: 1.000e-03, eta: 7:16:45, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8721, loss_cls: 1.2020, loss: 1.2020, grad_norm: 5.0763 2020-07-25 00:22:57,545 - mmaction - INFO - Epoch [64][500/940] lr: 1.000e-03, eta: 7:16:28, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8674, loss_cls: 1.2348, loss: 1.2348, grad_norm: 5.1477 2020-07-25 00:23:09,298 - mmaction - INFO - Epoch [64][520/940] lr: 1.000e-03, eta: 7:16:11, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8783, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.1708 2020-07-25 00:23:21,070 - mmaction - INFO - Epoch [64][540/940] lr: 1.000e-03, eta: 7:15:53, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8760, loss_cls: 1.2102, loss: 1.2102, grad_norm: 5.1190 2020-07-25 00:23:33,533 - mmaction - INFO - Epoch [64][560/940] lr: 1.000e-03, eta: 7:15:37, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8779, loss_cls: 1.1989, loss: 1.1989, grad_norm: 5.0145 2020-07-25 00:23:45,213 - mmaction - INFO - Epoch [64][580/940] lr: 1.000e-03, eta: 7:15:19, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8781, loss_cls: 1.2022, loss: 1.2022, grad_norm: 5.0161 2020-07-25 00:23:57,757 - mmaction - INFO - Epoch [64][600/940] lr: 1.000e-03, eta: 7:15:02, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7047, top5_acc: 0.8818, loss_cls: 1.1735, loss: 1.1735, grad_norm: 4.9921 2020-07-25 00:24:10,353 - mmaction - INFO - Epoch [64][620/940] lr: 1.000e-03, eta: 7:14:46, time: 0.631, data_time: 0.003, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8730, loss_cls: 1.2114, loss: 1.2114, grad_norm: 4.9653 2020-07-25 00:24:22,257 - mmaction - INFO - Epoch [64][640/940] lr: 1.000e-03, eta: 7:14:28, time: 0.595, data_time: 0.004, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8752, loss_cls: 1.2205, loss: 1.2205, grad_norm: 5.0077 2020-07-25 00:24:34,103 - mmaction - INFO - Epoch [64][660/940] lr: 1.000e-03, eta: 7:14:11, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8795, loss_cls: 1.1848, loss: 1.1848, grad_norm: 4.9862 2020-07-25 00:24:46,621 - mmaction - INFO - Epoch [64][680/940] lr: 1.000e-03, eta: 7:13:54, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8893, loss_cls: 1.1733, loss: 1.1733, grad_norm: 5.0783 2020-07-25 00:24:58,918 - mmaction - INFO - Epoch [64][700/940] lr: 1.000e-03, eta: 7:13:37, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8742, loss_cls: 1.1998, loss: 1.1998, grad_norm: 5.0451 2020-07-25 00:25:10,777 - mmaction - INFO - Epoch [64][720/940] lr: 1.000e-03, eta: 7:13:20, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8812, loss_cls: 1.2169, loss: 1.2169, grad_norm: 5.0855 2020-07-25 00:25:23,214 - mmaction - INFO - Epoch [64][740/940] lr: 1.000e-03, eta: 7:13:03, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8711, loss_cls: 1.2345, loss: 1.2345, grad_norm: 5.1576 2020-07-25 00:25:35,121 - mmaction - INFO - Epoch [64][760/940] lr: 1.000e-03, eta: 7:12:46, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8789, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.0222 2020-07-25 00:25:47,584 - mmaction - INFO - Epoch [64][780/940] lr: 1.000e-03, eta: 7:12:29, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8787, loss_cls: 1.1872, loss: 1.1872, grad_norm: 5.0887 2020-07-25 00:25:59,356 - mmaction - INFO - Epoch [64][800/940] lr: 1.000e-03, eta: 7:12:12, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8783, loss_cls: 1.2079, loss: 1.2079, grad_norm: 5.0474 2020-07-25 00:26:11,820 - mmaction - INFO - Epoch [64][820/940] lr: 1.000e-03, eta: 7:11:55, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8783, loss_cls: 1.1990, loss: 1.1990, grad_norm: 5.0505 2020-07-25 00:26:23,434 - mmaction - INFO - Epoch [64][840/940] lr: 1.000e-03, eta: 7:11:38, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8738, loss_cls: 1.1896, loss: 1.1896, grad_norm: 4.9363 2020-07-25 00:26:35,133 - mmaction - INFO - Epoch [64][860/940] lr: 1.000e-03, eta: 7:11:21, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8734, loss_cls: 1.2312, loss: 1.2312, grad_norm: 5.1160 2020-07-25 00:26:47,142 - mmaction - INFO - Epoch [64][880/940] lr: 1.000e-03, eta: 7:11:03, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8758, loss_cls: 1.2209, loss: 1.2209, grad_norm: 5.1046 2020-07-25 00:26:58,896 - mmaction - INFO - Epoch [64][900/940] lr: 1.000e-03, eta: 7:10:46, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8770, loss_cls: 1.2144, loss: 1.2144, grad_norm: 5.0716 2020-07-25 00:27:10,804 - mmaction - INFO - Epoch [64][920/940] lr: 1.000e-03, eta: 7:10:29, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8648, loss_cls: 1.2477, loss: 1.2477, grad_norm: 5.1272 2020-07-25 00:27:21,956 - mmaction - INFO - Epoch [64][940/940] lr: 1.000e-03, eta: 7:10:12, time: 0.558, data_time: 0.002, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8742, loss_cls: 1.2172, loss: 1.2172, grad_norm: 5.1045 2020-07-25 00:30:06,333 - mmaction - INFO - Epoch [65][20/940] lr: 1.000e-03, eta: 7:11:17, time: 7.981, data_time: 7.284, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8818, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.0425 2020-07-25 00:30:17,947 - mmaction - INFO - Epoch [65][40/940] lr: 1.000e-03, eta: 7:11:00, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8801, loss_cls: 1.2008, loss: 1.2008, grad_norm: 5.0413 2020-07-25 00:30:29,650 - mmaction - INFO - Epoch [65][60/940] lr: 1.000e-03, eta: 7:10:43, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8777, loss_cls: 1.2073, loss: 1.2073, grad_norm: 5.0852 2020-07-25 00:30:42,122 - mmaction - INFO - Epoch [65][80/940] lr: 1.000e-03, eta: 7:10:26, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.0431 2020-07-25 00:30:53,891 - mmaction - INFO - Epoch [65][100/940] lr: 1.000e-03, eta: 7:10:09, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8779, loss_cls: 1.1740, loss: 1.1740, grad_norm: 4.9922 2020-07-25 00:31:05,633 - mmaction - INFO - Epoch [65][120/940] lr: 1.000e-03, eta: 7:09:51, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8744, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.0932 2020-07-25 00:31:18,082 - mmaction - INFO - Epoch [65][140/940] lr: 1.000e-03, eta: 7:09:34, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8838, loss_cls: 1.1641, loss: 1.1641, grad_norm: 4.9790 2020-07-25 00:31:30,824 - mmaction - INFO - Epoch [65][160/940] lr: 1.000e-03, eta: 7:09:18, time: 0.636, data_time: 0.012, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8719, loss_cls: 1.2000, loss: 1.2000, grad_norm: 5.1437 2020-07-25 00:31:42,440 - mmaction - INFO - Epoch [65][180/940] lr: 1.000e-03, eta: 7:09:00, time: 0.582, data_time: 0.003, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8785, loss_cls: 1.1970, loss: 1.1970, grad_norm: 5.1472 2020-07-25 00:31:54,169 - mmaction - INFO - Epoch [65][200/940] lr: 1.000e-03, eta: 7:08:43, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8816, loss_cls: 1.1823, loss: 1.1823, grad_norm: 5.1149 2020-07-25 00:32:05,914 - mmaction - INFO - Epoch [65][220/940] lr: 1.000e-03, eta: 7:08:26, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8805, loss_cls: 1.1725, loss: 1.1725, grad_norm: 5.0480 2020-07-25 00:32:18,179 - mmaction - INFO - Epoch [65][240/940] lr: 1.000e-03, eta: 7:08:09, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8855, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.0530 2020-07-25 00:32:30,599 - mmaction - INFO - Epoch [65][260/940] lr: 1.000e-03, eta: 7:07:52, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.6951, top5_acc: 0.8797, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.1671 2020-07-25 00:32:42,400 - mmaction - INFO - Epoch [65][280/940] lr: 1.000e-03, eta: 7:07:35, time: 0.591, data_time: 0.004, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8785, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.0383 2020-07-25 00:32:55,111 - mmaction - INFO - Epoch [65][300/940] lr: 1.000e-03, eta: 7:07:18, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8768, loss_cls: 1.1858, loss: 1.1858, grad_norm: 5.0178 2020-07-25 00:33:06,823 - mmaction - INFO - Epoch [65][320/940] lr: 1.000e-03, eta: 7:07:01, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8775, loss_cls: 1.1728, loss: 1.1728, grad_norm: 4.9750 2020-07-25 00:33:19,232 - mmaction - INFO - Epoch [65][340/940] lr: 1.000e-03, eta: 7:06:44, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8793, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.0257 2020-07-25 00:33:31,093 - mmaction - INFO - Epoch [65][360/940] lr: 1.000e-03, eta: 7:06:27, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8855, loss_cls: 1.1455, loss: 1.1455, grad_norm: 4.9987 2020-07-25 00:33:43,019 - mmaction - INFO - Epoch [65][380/940] lr: 1.000e-03, eta: 7:06:09, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8688, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.2016 2020-07-25 00:33:54,661 - mmaction - INFO - Epoch [65][400/940] lr: 1.000e-03, eta: 7:05:52, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8762, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.0655 2020-07-25 00:34:06,366 - mmaction - INFO - Epoch [65][420/940] lr: 1.000e-03, eta: 7:05:35, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8777, loss_cls: 1.2173, loss: 1.2173, grad_norm: 5.0556 2020-07-25 00:34:18,732 - mmaction - INFO - Epoch [65][440/940] lr: 1.000e-03, eta: 7:05:18, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8723, loss_cls: 1.2231, loss: 1.2231, grad_norm: 5.1185 2020-07-25 00:34:31,126 - mmaction - INFO - Epoch [65][460/940] lr: 1.000e-03, eta: 7:05:01, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8801, loss_cls: 1.1852, loss: 1.1852, grad_norm: 5.0382 2020-07-25 00:34:42,861 - mmaction - INFO - Epoch [65][480/940] lr: 1.000e-03, eta: 7:04:44, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8805, loss_cls: 1.1966, loss: 1.1966, grad_norm: 5.0149 2020-07-25 00:34:55,255 - mmaction - INFO - Epoch [65][500/940] lr: 1.000e-03, eta: 7:04:27, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8816, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.1034 2020-07-25 00:35:07,153 - mmaction - INFO - Epoch [65][520/940] lr: 1.000e-03, eta: 7:04:10, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2081, loss: 1.2081, grad_norm: 5.1428 2020-07-25 00:35:19,666 - mmaction - INFO - Epoch [65][540/940] lr: 1.000e-03, eta: 7:03:53, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8699, loss_cls: 1.2556, loss: 1.2556, grad_norm: 5.1304 2020-07-25 00:35:32,093 - mmaction - INFO - Epoch [65][560/940] lr: 1.000e-03, eta: 7:03:36, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8781, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.1423 2020-07-25 00:35:43,925 - mmaction - INFO - Epoch [65][580/940] lr: 1.000e-03, eta: 7:03:19, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8842, loss_cls: 1.1935, loss: 1.1935, grad_norm: 5.0546 2020-07-25 00:35:55,631 - mmaction - INFO - Epoch [65][600/940] lr: 1.000e-03, eta: 7:03:02, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8822, loss_cls: 1.2078, loss: 1.2078, grad_norm: 5.1836 2020-07-25 00:36:07,322 - mmaction - INFO - Epoch [65][620/940] lr: 1.000e-03, eta: 7:02:45, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.6955, top5_acc: 0.8768, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.1890 2020-07-25 00:36:19,911 - mmaction - INFO - Epoch [65][640/940] lr: 1.000e-03, eta: 7:02:28, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8807, loss_cls: 1.1907, loss: 1.1907, grad_norm: 5.1076 2020-07-25 00:36:31,823 - mmaction - INFO - Epoch [65][660/940] lr: 1.000e-03, eta: 7:02:11, time: 0.595, data_time: 0.003, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8816, loss_cls: 1.2095, loss: 1.2095, grad_norm: 5.1342 2020-07-25 00:36:44,250 - mmaction - INFO - Epoch [65][680/940] lr: 1.000e-03, eta: 7:01:54, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8793, loss_cls: 1.2017, loss: 1.2017, grad_norm: 5.1194 2020-07-25 00:36:56,582 - mmaction - INFO - Epoch [65][700/940] lr: 1.000e-03, eta: 7:01:37, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.6926, top5_acc: 0.8729, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.2190 2020-07-25 00:37:09,363 - mmaction - INFO - Epoch [65][720/940] lr: 1.000e-03, eta: 7:01:21, time: 0.640, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8848, loss_cls: 1.1633, loss: 1.1633, grad_norm: 5.0526 2020-07-25 00:37:21,182 - mmaction - INFO - Epoch [65][740/940] lr: 1.000e-03, eta: 7:01:03, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8883, loss_cls: 1.1594, loss: 1.1594, grad_norm: 5.0217 2020-07-25 00:37:32,958 - mmaction - INFO - Epoch [65][760/940] lr: 1.000e-03, eta: 7:00:46, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8729, loss_cls: 1.1955, loss: 1.1955, grad_norm: 5.1133 2020-07-25 00:37:44,751 - mmaction - INFO - Epoch [65][780/940] lr: 1.000e-03, eta: 7:00:29, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8809, loss_cls: 1.2063, loss: 1.2063, grad_norm: 5.0824 2020-07-25 00:37:56,692 - mmaction - INFO - Epoch [65][800/940] lr: 1.000e-03, eta: 7:00:12, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8793, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.1415 2020-07-25 00:38:08,431 - mmaction - INFO - Epoch [65][820/940] lr: 1.000e-03, eta: 6:59:55, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8738, loss_cls: 1.2086, loss: 1.2086, grad_norm: 5.1136 2020-07-25 00:38:20,940 - mmaction - INFO - Epoch [65][840/940] lr: 1.000e-03, eta: 6:59:38, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2325, loss: 1.2325, grad_norm: 5.1456 2020-07-25 00:38:32,777 - mmaction - INFO - Epoch [65][860/940] lr: 1.000e-03, eta: 6:59:21, time: 0.591, data_time: 0.006, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8783, loss_cls: 1.2068, loss: 1.2068, grad_norm: 5.1488 2020-07-25 00:38:44,796 - mmaction - INFO - Epoch [65][880/940] lr: 1.000e-03, eta: 6:59:04, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8826, loss_cls: 1.1773, loss: 1.1773, grad_norm: 4.9853 2020-07-25 00:38:57,108 - mmaction - INFO - Epoch [65][900/940] lr: 1.000e-03, eta: 6:58:47, time: 0.621, data_time: 0.008, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8812, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.1215 2020-07-25 00:39:09,135 - mmaction - INFO - Epoch [65][920/940] lr: 1.000e-03, eta: 6:58:30, time: 0.601, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8816, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.0475 2020-07-25 00:39:20,292 - mmaction - INFO - Epoch [65][940/940] lr: 1.000e-03, eta: 6:58:13, time: 0.558, data_time: 0.002, memory: 8344, top1_acc: 0.7085, top5_acc: 0.8815, loss_cls: 1.1888, loss: 1.1888, grad_norm: 5.1764 2020-07-25 00:39:24,183 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-07-25 00:41:58,991 - mmaction - INFO - Epoch [66][20/940] lr: 1.000e-03, eta: 6:59:12, time: 7.721, data_time: 7.026, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8844, loss_cls: 1.1665, loss: 1.1665, grad_norm: 4.9973 2020-07-25 00:42:10,859 - mmaction - INFO - Epoch [66][40/940] lr: 1.000e-03, eta: 6:58:55, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8771, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.0460 2020-07-25 00:42:22,542 - mmaction - INFO - Epoch [66][60/940] lr: 1.000e-03, eta: 6:58:38, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8799, loss_cls: 1.1643, loss: 1.1643, grad_norm: 5.0240 2020-07-25 00:42:35,061 - mmaction - INFO - Epoch [66][80/940] lr: 1.000e-03, eta: 6:58:21, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8770, loss_cls: 1.1945, loss: 1.1945, grad_norm: 5.0651 2020-07-25 00:42:46,780 - mmaction - INFO - Epoch [66][100/940] lr: 1.000e-03, eta: 6:58:04, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8750, loss_cls: 1.1929, loss: 1.1929, grad_norm: 5.0449 2020-07-25 00:42:58,604 - mmaction - INFO - Epoch [66][120/940] lr: 1.000e-03, eta: 6:57:47, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8793, loss_cls: 1.1963, loss: 1.1963, grad_norm: 5.1389 2020-07-25 00:43:10,287 - mmaction - INFO - Epoch [66][140/940] lr: 1.000e-03, eta: 6:57:30, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8764, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.1011 2020-07-25 00:43:22,099 - mmaction - INFO - Epoch [66][160/940] lr: 1.000e-03, eta: 6:57:12, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8779, loss_cls: 1.1919, loss: 1.1919, grad_norm: 5.0009 2020-07-25 00:43:34,423 - mmaction - INFO - Epoch [66][180/940] lr: 1.000e-03, eta: 6:56:55, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8713, loss_cls: 1.2099, loss: 1.2099, grad_norm: 5.1157 2020-07-25 00:43:46,081 - mmaction - INFO - Epoch [66][200/940] lr: 1.000e-03, eta: 6:56:38, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1601, loss: 1.1601, grad_norm: 5.0132 2020-07-25 00:43:58,407 - mmaction - INFO - Epoch [66][220/940] lr: 1.000e-03, eta: 6:56:21, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8711, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.1088 2020-07-25 00:44:10,209 - mmaction - INFO - Epoch [66][240/940] lr: 1.000e-03, eta: 6:56:04, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8859, loss_cls: 1.1807, loss: 1.1807, grad_norm: 5.0088 2020-07-25 00:44:22,559 - mmaction - INFO - Epoch [66][260/940] lr: 1.000e-03, eta: 6:55:47, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8811, loss_cls: 1.1739, loss: 1.1739, grad_norm: 5.0165 2020-07-25 00:44:34,335 - mmaction - INFO - Epoch [66][280/940] lr: 1.000e-03, eta: 6:55:30, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8812, loss_cls: 1.1967, loss: 1.1967, grad_norm: 5.1304 2020-07-25 00:44:46,844 - mmaction - INFO - Epoch [66][300/940] lr: 1.000e-03, eta: 6:55:13, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8822, loss_cls: 1.1784, loss: 1.1784, grad_norm: 5.0363 2020-07-25 00:44:58,607 - mmaction - INFO - Epoch [66][320/940] lr: 1.000e-03, eta: 6:54:56, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8725, loss_cls: 1.2046, loss: 1.2046, grad_norm: 5.1137 2020-07-25 00:45:11,316 - mmaction - INFO - Epoch [66][340/940] lr: 1.000e-03, eta: 6:54:40, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8844, loss_cls: 1.1457, loss: 1.1457, grad_norm: 5.0096 2020-07-25 00:45:23,020 - mmaction - INFO - Epoch [66][360/940] lr: 1.000e-03, eta: 6:54:23, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8850, loss_cls: 1.1664, loss: 1.1664, grad_norm: 5.1638 2020-07-25 00:45:34,859 - mmaction - INFO - Epoch [66][380/940] lr: 1.000e-03, eta: 6:54:05, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6957, top5_acc: 0.8785, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.3311 2020-07-25 00:45:46,753 - mmaction - INFO - Epoch [66][400/940] lr: 1.000e-03, eta: 6:53:48, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6934, top5_acc: 0.8732, loss_cls: 1.2380, loss: 1.2380, grad_norm: 5.2573 2020-07-25 00:45:59,230 - mmaction - INFO - Epoch [66][420/940] lr: 1.000e-03, eta: 6:53:32, time: 0.629, data_time: 0.007, memory: 8344, top1_acc: 0.6990, top5_acc: 0.8738, loss_cls: 1.2230, loss: 1.2230, grad_norm: 5.2331 2020-07-25 00:46:11,031 - mmaction - INFO - Epoch [66][440/940] lr: 1.000e-03, eta: 6:53:14, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8742, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.2602 2020-07-25 00:46:22,669 - mmaction - INFO - Epoch [66][460/940] lr: 1.000e-03, eta: 6:52:57, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8748, loss_cls: 1.2071, loss: 1.2071, grad_norm: 5.1314 2020-07-25 00:46:35,163 - mmaction - INFO - Epoch [66][480/940] lr: 1.000e-03, eta: 6:52:41, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8814, loss_cls: 1.1636, loss: 1.1636, grad_norm: 5.0298 2020-07-25 00:46:46,888 - mmaction - INFO - Epoch [66][500/940] lr: 1.000e-03, eta: 6:52:23, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8736, loss_cls: 1.2072, loss: 1.2072, grad_norm: 5.1243 2020-07-25 00:46:58,507 - mmaction - INFO - Epoch [66][520/940] lr: 1.000e-03, eta: 6:52:06, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8703, loss_cls: 1.2217, loss: 1.2217, grad_norm: 5.0224 2020-07-25 00:47:11,058 - mmaction - INFO - Epoch [66][540/940] lr: 1.000e-03, eta: 6:51:49, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8791, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.1251 2020-07-25 00:47:22,751 - mmaction - INFO - Epoch [66][560/940] lr: 1.000e-03, eta: 6:51:32, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8822, loss_cls: 1.1764, loss: 1.1764, grad_norm: 5.0294 2020-07-25 00:47:35,523 - mmaction - INFO - Epoch [66][580/940] lr: 1.000e-03, eta: 6:51:16, time: 0.638, data_time: 0.001, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8777, loss_cls: 1.2008, loss: 1.2008, grad_norm: 5.1647 2020-07-25 00:47:47,212 - mmaction - INFO - Epoch [66][600/940] lr: 1.000e-03, eta: 6:50:59, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8830, loss_cls: 1.1667, loss: 1.1667, grad_norm: 5.0535 2020-07-25 00:47:59,749 - mmaction - INFO - Epoch [66][620/940] lr: 1.000e-03, eta: 6:50:42, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8723, loss_cls: 1.2158, loss: 1.2158, grad_norm: 5.0656 2020-07-25 00:48:11,490 - mmaction - INFO - Epoch [66][640/940] lr: 1.000e-03, eta: 6:50:25, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8740, loss_cls: 1.1961, loss: 1.1961, grad_norm: 5.0848 2020-07-25 00:48:23,981 - mmaction - INFO - Epoch [66][660/940] lr: 1.000e-03, eta: 6:50:08, time: 0.623, data_time: 0.004, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8799, loss_cls: 1.1881, loss: 1.1881, grad_norm: 5.0443 2020-07-25 00:48:35,767 - mmaction - INFO - Epoch [66][680/940] lr: 1.000e-03, eta: 6:49:51, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8746, loss_cls: 1.2344, loss: 1.2344, grad_norm: 5.2423 2020-07-25 00:48:48,421 - mmaction - INFO - Epoch [66][700/940] lr: 1.000e-03, eta: 6:49:34, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.6992, top5_acc: 0.8744, loss_cls: 1.2188, loss: 1.2188, grad_norm: 5.1687 2020-07-25 00:49:00,784 - mmaction - INFO - Epoch [66][720/940] lr: 1.000e-03, eta: 6:49:18, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.6936, top5_acc: 0.8670, loss_cls: 1.2549, loss: 1.2549, grad_norm: 5.2633 2020-07-25 00:49:12,653 - mmaction - INFO - Epoch [66][740/940] lr: 1.000e-03, eta: 6:49:01, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8744, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.0372 2020-07-25 00:49:25,125 - mmaction - INFO - Epoch [66][760/940] lr: 1.000e-03, eta: 6:48:44, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8787, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.1429 2020-07-25 00:49:36,828 - mmaction - INFO - Epoch [66][780/940] lr: 1.000e-03, eta: 6:48:27, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8762, loss_cls: 1.2115, loss: 1.2115, grad_norm: 5.0957 2020-07-25 00:49:49,372 - mmaction - INFO - Epoch [66][800/940] lr: 1.000e-03, eta: 6:48:10, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8775, loss_cls: 1.2250, loss: 1.2250, grad_norm: 5.2122 2020-07-25 00:50:01,718 - mmaction - INFO - Epoch [66][820/940] lr: 1.000e-03, eta: 6:47:53, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8775, loss_cls: 1.1999, loss: 1.1999, grad_norm: 5.2253 2020-07-25 00:50:14,154 - mmaction - INFO - Epoch [66][840/940] lr: 1.000e-03, eta: 6:47:37, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8787, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.1796 2020-07-25 00:50:26,002 - mmaction - INFO - Epoch [66][860/940] lr: 1.000e-03, eta: 6:47:20, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8773, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.1943 2020-07-25 00:50:38,510 - mmaction - INFO - Epoch [66][880/940] lr: 1.000e-03, eta: 6:47:03, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8744, loss_cls: 1.2105, loss: 1.2105, grad_norm: 5.1227 2020-07-25 00:50:50,361 - mmaction - INFO - Epoch [66][900/940] lr: 1.000e-03, eta: 6:46:46, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.2465, loss: 1.2465, grad_norm: 5.1440 2020-07-25 00:51:02,819 - mmaction - INFO - Epoch [66][920/940] lr: 1.000e-03, eta: 6:46:29, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8717, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.1392 2020-07-25 00:51:13,948 - mmaction - INFO - Epoch [66][940/940] lr: 1.000e-03, eta: 6:46:12, time: 0.556, data_time: 0.002, memory: 8344, top1_acc: 0.7106, top5_acc: 0.8815, loss_cls: 1.1931, loss: 1.1931, grad_norm: 5.1769 2020-07-25 00:53:16,578 - mmaction - INFO - Epoch [67][20/940] lr: 1.000e-03, eta: 6:46:50, time: 5.943, data_time: 5.300, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8783, loss_cls: 1.2032, loss: 1.2032, grad_norm: 5.0604 2020-07-25 00:53:28,368 - mmaction - INFO - Epoch [67][40/940] lr: 1.000e-03, eta: 6:46:33, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2065, loss: 1.2065, grad_norm: 5.0842 2020-07-25 00:53:40,094 - mmaction - INFO - Epoch [67][60/940] lr: 1.000e-03, eta: 6:46:16, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8799, loss_cls: 1.1738, loss: 1.1738, grad_norm: 5.0099 2020-07-25 00:53:52,398 - mmaction - INFO - Epoch [67][80/940] lr: 1.000e-03, eta: 6:45:59, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8760, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.1450 2020-07-25 00:54:04,965 - mmaction - INFO - Epoch [67][100/940] lr: 1.000e-03, eta: 6:45:42, time: 0.629, data_time: 0.003, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8846, loss_cls: 1.1742, loss: 1.1742, grad_norm: 5.0835 2020-07-25 00:54:17,441 - mmaction - INFO - Epoch [67][120/940] lr: 1.000e-03, eta: 6:45:25, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8730, loss_cls: 1.1980, loss: 1.1980, grad_norm: 5.1143 2020-07-25 00:54:29,261 - mmaction - INFO - Epoch [67][140/940] lr: 1.000e-03, eta: 6:45:08, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8818, loss_cls: 1.2087, loss: 1.2087, grad_norm: 5.1707 2020-07-25 00:54:41,747 - mmaction - INFO - Epoch [67][160/940] lr: 1.000e-03, eta: 6:44:52, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8896, loss_cls: 1.1572, loss: 1.1572, grad_norm: 5.0973 2020-07-25 00:54:53,705 - mmaction - INFO - Epoch [67][180/940] lr: 1.000e-03, eta: 6:44:35, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8789, loss_cls: 1.1929, loss: 1.1929, grad_norm: 5.1545 2020-07-25 00:55:06,184 - mmaction - INFO - Epoch [67][200/940] lr: 1.000e-03, eta: 6:44:18, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8719, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.0525 2020-07-25 00:55:18,454 - mmaction - INFO - Epoch [67][220/940] lr: 1.000e-03, eta: 6:44:01, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8836, loss_cls: 1.1708, loss: 1.1708, grad_norm: 5.0399 2020-07-25 00:55:30,891 - mmaction - INFO - Epoch [67][240/940] lr: 1.000e-03, eta: 6:43:45, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.1993, loss: 1.1993, grad_norm: 5.0897 2020-07-25 00:55:43,359 - mmaction - INFO - Epoch [67][260/940] lr: 1.000e-03, eta: 6:43:28, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8746, loss_cls: 1.2176, loss: 1.2176, grad_norm: 5.1654 2020-07-25 00:55:55,077 - mmaction - INFO - Epoch [67][280/940] lr: 1.000e-03, eta: 6:43:11, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8822, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.0902 2020-07-25 00:56:07,827 - mmaction - INFO - Epoch [67][300/940] lr: 1.000e-03, eta: 6:42:54, time: 0.637, data_time: 0.001, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8740, loss_cls: 1.1975, loss: 1.1975, grad_norm: 5.0428 2020-07-25 00:56:20,124 - mmaction - INFO - Epoch [67][320/940] lr: 1.000e-03, eta: 6:42:37, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8854, loss_cls: 1.1398, loss: 1.1398, grad_norm: 5.0553 2020-07-25 00:56:32,759 - mmaction - INFO - Epoch [67][340/940] lr: 1.000e-03, eta: 6:42:21, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8803, loss_cls: 1.1649, loss: 1.1649, grad_norm: 5.0517 2020-07-25 00:56:44,501 - mmaction - INFO - Epoch [67][360/940] lr: 1.000e-03, eta: 6:42:04, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8789, loss_cls: 1.1951, loss: 1.1951, grad_norm: 5.1624 2020-07-25 00:56:56,269 - mmaction - INFO - Epoch [67][380/940] lr: 1.000e-03, eta: 6:41:47, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8834, loss_cls: 1.1390, loss: 1.1390, grad_norm: 4.9906 2020-07-25 00:57:08,847 - mmaction - INFO - Epoch [67][400/940] lr: 1.000e-03, eta: 6:41:30, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.6971, top5_acc: 0.8701, loss_cls: 1.2228, loss: 1.2228, grad_norm: 5.1863 2020-07-25 00:57:21,214 - mmaction - INFO - Epoch [67][420/940] lr: 1.000e-03, eta: 6:41:13, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8855, loss_cls: 1.1635, loss: 1.1635, grad_norm: 5.0595 2020-07-25 00:57:33,154 - mmaction - INFO - Epoch [67][440/940] lr: 1.000e-03, eta: 6:40:56, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8746, loss_cls: 1.2280, loss: 1.2280, grad_norm: 5.1969 2020-07-25 00:57:44,872 - mmaction - INFO - Epoch [67][460/940] lr: 1.000e-03, eta: 6:40:39, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8785, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.1330 2020-07-25 00:57:57,370 - mmaction - INFO - Epoch [67][480/940] lr: 1.000e-03, eta: 6:40:23, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8789, loss_cls: 1.1918, loss: 1.1918, grad_norm: 5.1177 2020-07-25 00:58:09,810 - mmaction - INFO - Epoch [67][500/940] lr: 1.000e-03, eta: 6:40:06, time: 0.624, data_time: 0.004, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8818, loss_cls: 1.1731, loss: 1.1731, grad_norm: 5.1643 2020-07-25 00:58:21,544 - mmaction - INFO - Epoch [67][520/940] lr: 1.000e-03, eta: 6:39:49, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8816, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.0065 2020-07-25 00:58:33,961 - mmaction - INFO - Epoch [67][540/940] lr: 1.000e-03, eta: 6:39:32, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8795, loss_cls: 1.1804, loss: 1.1804, grad_norm: 5.1852 2020-07-25 00:58:45,724 - mmaction - INFO - Epoch [67][560/940] lr: 1.000e-03, eta: 6:39:15, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8762, loss_cls: 1.2029, loss: 1.2029, grad_norm: 5.1687 2020-07-25 00:58:57,485 - mmaction - INFO - Epoch [67][580/940] lr: 1.000e-03, eta: 6:38:58, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8676, loss_cls: 1.2419, loss: 1.2419, grad_norm: 5.2653 2020-07-25 00:59:09,171 - mmaction - INFO - Epoch [67][600/940] lr: 1.000e-03, eta: 6:38:41, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8807, loss_cls: 1.2056, loss: 1.2056, grad_norm: 5.2598 2020-07-25 00:59:21,538 - mmaction - INFO - Epoch [67][620/940] lr: 1.000e-03, eta: 6:38:25, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8725, loss_cls: 1.2091, loss: 1.2091, grad_norm: 5.1738 2020-07-25 00:59:33,257 - mmaction - INFO - Epoch [67][640/940] lr: 1.000e-03, eta: 6:38:07, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8744, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.2480 2020-07-25 00:59:45,007 - mmaction - INFO - Epoch [67][660/940] lr: 1.000e-03, eta: 6:37:50, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8885, loss_cls: 1.1525, loss: 1.1525, grad_norm: 5.0702 2020-07-25 00:59:57,497 - mmaction - INFO - Epoch [67][680/940] lr: 1.000e-03, eta: 6:37:34, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8709, loss_cls: 1.1993, loss: 1.1993, grad_norm: 5.0862 2020-07-25 01:00:14,544 - mmaction - INFO - Epoch [67][700/940] lr: 1.000e-03, eta: 6:37:19, time: 0.850, data_time: 0.002, memory: 8344, top1_acc: 0.6984, top5_acc: 0.8779, loss_cls: 1.2034, loss: 1.2034, grad_norm: 5.2298 2020-07-25 01:00:26,372 - mmaction - INFO - Epoch [67][720/940] lr: 1.000e-03, eta: 6:37:03, time: 0.594, data_time: 0.011, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8828, loss_cls: 1.1947, loss: 1.1947, grad_norm: 5.0877 2020-07-25 01:00:38,923 - mmaction - INFO - Epoch [67][740/940] lr: 1.000e-03, eta: 6:36:46, time: 0.627, data_time: 0.004, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8791, loss_cls: 1.1852, loss: 1.1852, grad_norm: 5.0998 2020-07-25 01:00:50,661 - mmaction - INFO - Epoch [67][760/940] lr: 1.000e-03, eta: 6:36:29, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8812, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.1239 2020-07-25 01:01:03,196 - mmaction - INFO - Epoch [67][780/940] lr: 1.000e-03, eta: 6:36:12, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8660, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.1664 2020-07-25 01:01:15,021 - mmaction - INFO - Epoch [67][800/940] lr: 1.000e-03, eta: 6:35:55, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8723, loss_cls: 1.2191, loss: 1.2191, grad_norm: 5.1562 2020-07-25 01:01:27,197 - mmaction - INFO - Epoch [67][820/940] lr: 1.000e-03, eta: 6:35:39, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8824, loss_cls: 1.1692, loss: 1.1692, grad_norm: 5.0971 2020-07-25 01:01:38,936 - mmaction - INFO - Epoch [67][840/940] lr: 1.000e-03, eta: 6:35:22, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8773, loss_cls: 1.1728, loss: 1.1728, grad_norm: 5.1524 2020-07-25 01:01:51,467 - mmaction - INFO - Epoch [67][860/940] lr: 1.000e-03, eta: 6:35:05, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8766, loss_cls: 1.2021, loss: 1.2021, grad_norm: 5.1582 2020-07-25 01:02:03,451 - mmaction - INFO - Epoch [67][880/940] lr: 1.000e-03, eta: 6:34:48, time: 0.599, data_time: 0.003, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8846, loss_cls: 1.1569, loss: 1.1569, grad_norm: 5.1237 2020-07-25 01:02:15,961 - mmaction - INFO - Epoch [67][900/940] lr: 1.000e-03, eta: 6:34:32, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8764, loss_cls: 1.2110, loss: 1.2110, grad_norm: 5.2090 2020-07-25 01:02:27,737 - mmaction - INFO - Epoch [67][920/940] lr: 1.000e-03, eta: 6:34:15, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8725, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.1486 2020-07-25 01:02:38,920 - mmaction - INFO - Epoch [67][940/940] lr: 1.000e-03, eta: 6:33:57, time: 0.559, data_time: 0.001, memory: 8344, top1_acc: 0.7059, top5_acc: 0.8774, loss_cls: 1.2103, loss: 1.2103, grad_norm: 5.2516 2020-07-25 01:04:55,832 - mmaction - INFO - Epoch [68][20/940] lr: 1.000e-03, eta: 6:34:38, time: 6.446, data_time: 5.797, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8840, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.2140 2020-07-25 01:05:07,455 - mmaction - INFO - Epoch [68][40/940] lr: 1.000e-03, eta: 6:34:21, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8816, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.1630 2020-07-25 01:05:19,372 - mmaction - INFO - Epoch [68][60/940] lr: 1.000e-03, eta: 6:34:04, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8848, loss_cls: 1.1875, loss: 1.1875, grad_norm: 5.1528 2020-07-25 01:05:31,819 - mmaction - INFO - Epoch [68][80/940] lr: 1.000e-03, eta: 6:33:47, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8777, loss_cls: 1.1908, loss: 1.1908, grad_norm: 5.1463 2020-07-25 01:05:44,310 - mmaction - INFO - Epoch [68][100/940] lr: 1.000e-03, eta: 6:33:31, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8818, loss_cls: 1.1787, loss: 1.1787, grad_norm: 5.0974 2020-07-25 01:05:56,751 - mmaction - INFO - Epoch [68][120/940] lr: 1.000e-03, eta: 6:33:14, time: 0.632, data_time: 0.011, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2108, loss: 1.2108, grad_norm: 5.1796 2020-07-25 01:06:08,573 - mmaction - INFO - Epoch [68][140/940] lr: 1.000e-03, eta: 6:32:57, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8791, loss_cls: 1.1766, loss: 1.1766, grad_norm: 5.1533 2020-07-25 01:06:20,773 - mmaction - INFO - Epoch [68][160/940] lr: 1.000e-03, eta: 6:32:40, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8811, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.2022 2020-07-25 01:06:33,258 - mmaction - INFO - Epoch [68][180/940] lr: 1.000e-03, eta: 6:32:24, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8783, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.1761 2020-07-25 01:06:45,703 - mmaction - INFO - Epoch [68][200/940] lr: 1.000e-03, eta: 6:32:07, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8793, loss_cls: 1.1701, loss: 1.1701, grad_norm: 5.1629 2020-07-25 01:06:58,097 - mmaction - INFO - Epoch [68][220/940] lr: 1.000e-03, eta: 6:31:51, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8789, loss_cls: 1.1708, loss: 1.1708, grad_norm: 5.0397 2020-07-25 01:07:10,587 - mmaction - INFO - Epoch [68][240/940] lr: 1.000e-03, eta: 6:31:34, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8814, loss_cls: 1.1812, loss: 1.1812, grad_norm: 5.1334 2020-07-25 01:07:23,053 - mmaction - INFO - Epoch [68][260/940] lr: 1.000e-03, eta: 6:31:17, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8828, loss_cls: 1.1574, loss: 1.1574, grad_norm: 5.0033 2020-07-25 01:07:35,477 - mmaction - INFO - Epoch [68][280/940] lr: 1.000e-03, eta: 6:31:01, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8869, loss_cls: 1.1566, loss: 1.1566, grad_norm: 5.0489 2020-07-25 01:07:47,907 - mmaction - INFO - Epoch [68][300/940] lr: 1.000e-03, eta: 6:30:44, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8713, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.2047 2020-07-25 01:08:00,217 - mmaction - INFO - Epoch [68][320/940] lr: 1.000e-03, eta: 6:30:27, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8873, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.0734 2020-07-25 01:08:11,899 - mmaction - INFO - Epoch [68][340/940] lr: 1.000e-03, eta: 6:30:10, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8795, loss_cls: 1.1838, loss: 1.1838, grad_norm: 5.1776 2020-07-25 01:08:24,501 - mmaction - INFO - Epoch [68][360/940] lr: 1.000e-03, eta: 6:29:54, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8816, loss_cls: 1.1736, loss: 1.1736, grad_norm: 5.0998 2020-07-25 01:08:36,719 - mmaction - INFO - Epoch [68][380/940] lr: 1.000e-03, eta: 6:29:37, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8943, loss_cls: 1.1418, loss: 1.1418, grad_norm: 5.1152 2020-07-25 01:08:49,363 - mmaction - INFO - Epoch [68][400/940] lr: 1.000e-03, eta: 6:29:20, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8771, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.2353 2020-07-25 01:09:01,075 - mmaction - INFO - Epoch [68][420/940] lr: 1.000e-03, eta: 6:29:04, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8758, loss_cls: 1.2004, loss: 1.2004, grad_norm: 5.1912 2020-07-25 01:09:13,513 - mmaction - INFO - Epoch [68][440/940] lr: 1.000e-03, eta: 6:28:47, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8762, loss_cls: 1.1913, loss: 1.1913, grad_norm: 5.1674 2020-07-25 01:09:25,204 - mmaction - INFO - Epoch [68][460/940] lr: 1.000e-03, eta: 6:28:30, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6980, top5_acc: 0.8740, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.2296 2020-07-25 01:09:36,858 - mmaction - INFO - Epoch [68][480/940] lr: 1.000e-03, eta: 6:28:13, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8809, loss_cls: 1.1900, loss: 1.1900, grad_norm: 5.1225 2020-07-25 01:09:48,757 - mmaction - INFO - Epoch [68][500/940] lr: 1.000e-03, eta: 6:27:56, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8824, loss_cls: 1.1943, loss: 1.1943, grad_norm: 5.1748 2020-07-25 01:10:01,090 - mmaction - INFO - Epoch [68][520/940] lr: 1.000e-03, eta: 6:27:39, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8803, loss_cls: 1.1805, loss: 1.1805, grad_norm: 5.1078 2020-07-25 01:10:13,060 - mmaction - INFO - Epoch [68][540/940] lr: 1.000e-03, eta: 6:27:23, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8787, loss_cls: 1.1785, loss: 1.1785, grad_norm: 5.1092 2020-07-25 01:10:24,764 - mmaction - INFO - Epoch [68][560/940] lr: 1.000e-03, eta: 6:27:06, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8775, loss_cls: 1.1825, loss: 1.1825, grad_norm: 5.1669 2020-07-25 01:10:36,510 - mmaction - INFO - Epoch [68][580/940] lr: 1.000e-03, eta: 6:26:49, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8779, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.2210 2020-07-25 01:10:48,865 - mmaction - INFO - Epoch [68][600/940] lr: 1.000e-03, eta: 6:26:32, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8814, loss_cls: 1.1884, loss: 1.1884, grad_norm: 5.1666 2020-07-25 01:11:01,336 - mmaction - INFO - Epoch [68][620/940] lr: 1.000e-03, eta: 6:26:15, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8820, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.0765 2020-07-25 01:11:13,048 - mmaction - INFO - Epoch [68][640/940] lr: 1.000e-03, eta: 6:25:59, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.6977, top5_acc: 0.8670, loss_cls: 1.2478, loss: 1.2478, grad_norm: 5.2584 2020-07-25 01:11:25,638 - mmaction - INFO - Epoch [68][660/940] lr: 1.000e-03, eta: 6:25:42, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8861, loss_cls: 1.1491, loss: 1.1491, grad_norm: 5.0084 2020-07-25 01:11:37,372 - mmaction - INFO - Epoch [68][680/940] lr: 1.000e-03, eta: 6:25:25, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8766, loss_cls: 1.2068, loss: 1.2068, grad_norm: 5.2238 2020-07-25 01:11:49,972 - mmaction - INFO - Epoch [68][700/940] lr: 1.000e-03, eta: 6:25:09, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8754, loss_cls: 1.1793, loss: 1.1793, grad_norm: 5.1591 2020-07-25 01:12:01,714 - mmaction - INFO - Epoch [68][720/940] lr: 1.000e-03, eta: 6:24:52, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8854, loss_cls: 1.1576, loss: 1.1576, grad_norm: 5.1279 2020-07-25 01:12:13,400 - mmaction - INFO - Epoch [68][740/940] lr: 1.000e-03, eta: 6:24:35, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8768, loss_cls: 1.1913, loss: 1.1913, grad_norm: 5.1792 2020-07-25 01:12:25,093 - mmaction - INFO - Epoch [68][760/940] lr: 1.000e-03, eta: 6:24:18, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8816, loss_cls: 1.1765, loss: 1.1765, grad_norm: 5.1075 2020-07-25 01:12:37,433 - mmaction - INFO - Epoch [68][780/940] lr: 1.000e-03, eta: 6:24:01, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8834, loss_cls: 1.1430, loss: 1.1430, grad_norm: 5.1132 2020-07-25 01:12:49,255 - mmaction - INFO - Epoch [68][800/940] lr: 1.000e-03, eta: 6:23:44, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8826, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.2234 2020-07-25 01:13:01,285 - mmaction - INFO - Epoch [68][820/940] lr: 1.000e-03, eta: 6:23:28, time: 0.601, data_time: 0.003, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8771, loss_cls: 1.2110, loss: 1.2110, grad_norm: 5.2449 2020-07-25 01:13:12,957 - mmaction - INFO - Epoch [68][840/940] lr: 1.000e-03, eta: 6:23:11, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8811, loss_cls: 1.1791, loss: 1.1791, grad_norm: 5.1749 2020-07-25 01:13:24,700 - mmaction - INFO - Epoch [68][860/940] lr: 1.000e-03, eta: 6:22:54, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8752, loss_cls: 1.2176, loss: 1.2176, grad_norm: 5.2185 2020-07-25 01:13:37,171 - mmaction - INFO - Epoch [68][880/940] lr: 1.000e-03, eta: 6:22:37, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8848, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.2104 2020-07-25 01:13:49,628 - mmaction - INFO - Epoch [68][900/940] lr: 1.000e-03, eta: 6:22:21, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8725, loss_cls: 1.2216, loss: 1.2216, grad_norm: 5.2062 2020-07-25 01:14:02,193 - mmaction - INFO - Epoch [68][920/940] lr: 1.000e-03, eta: 6:22:04, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8816, loss_cls: 1.1699, loss: 1.1699, grad_norm: 5.1206 2020-07-25 01:14:13,303 - mmaction - INFO - Epoch [68][940/940] lr: 1.000e-03, eta: 6:21:47, time: 0.554, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8774, loss_cls: 1.1884, loss: 1.1884, grad_norm: 5.1665 2020-07-25 01:16:19,220 - mmaction - INFO - Epoch [69][20/940] lr: 1.000e-03, eta: 6:22:22, time: 6.075, data_time: 5.426, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8814, loss_cls: 1.1664, loss: 1.1664, grad_norm: 5.1352 2020-07-25 01:16:31,174 - mmaction - INFO - Epoch [69][40/940] lr: 1.000e-03, eta: 6:22:05, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8840, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.1431 2020-07-25 01:16:43,486 - mmaction - INFO - Epoch [69][60/940] lr: 1.000e-03, eta: 6:21:48, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8738, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.1971 2020-07-25 01:16:55,945 - mmaction - INFO - Epoch [69][80/940] lr: 1.000e-03, eta: 6:21:32, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8785, loss_cls: 1.1705, loss: 1.1705, grad_norm: 5.1794 2020-07-25 01:17:07,540 - mmaction - INFO - Epoch [69][100/940] lr: 1.000e-03, eta: 6:21:15, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.6986, top5_acc: 0.8713, loss_cls: 1.2075, loss: 1.2075, grad_norm: 5.1689 2020-07-25 01:17:19,356 - mmaction - INFO - Epoch [69][120/940] lr: 1.000e-03, eta: 6:20:58, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1336, loss: 1.1336, grad_norm: 5.1395 2020-07-25 01:17:31,744 - mmaction - INFO - Epoch [69][140/940] lr: 1.000e-03, eta: 6:20:41, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7070, top5_acc: 0.8770, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.1592 2020-07-25 01:17:43,467 - mmaction - INFO - Epoch [69][160/940] lr: 1.000e-03, eta: 6:20:24, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8857, loss_cls: 1.1321, loss: 1.1321, grad_norm: 5.0978 2020-07-25 01:17:56,086 - mmaction - INFO - Epoch [69][180/940] lr: 1.000e-03, eta: 6:20:08, time: 0.630, data_time: 0.001, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8750, loss_cls: 1.1941, loss: 1.1941, grad_norm: 5.1306 2020-07-25 01:18:07,751 - mmaction - INFO - Epoch [69][200/940] lr: 1.000e-03, eta: 6:19:51, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8906, loss_cls: 1.1315, loss: 1.1315, grad_norm: 5.0235 2020-07-25 01:18:20,298 - mmaction - INFO - Epoch [69][220/940] lr: 1.000e-03, eta: 6:19:34, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8822, loss_cls: 1.1690, loss: 1.1690, grad_norm: 5.1009 2020-07-25 01:18:32,016 - mmaction - INFO - Epoch [69][240/940] lr: 1.000e-03, eta: 6:19:18, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8777, loss_cls: 1.1852, loss: 1.1852, grad_norm: 5.1311 2020-07-25 01:18:44,498 - mmaction - INFO - Epoch [69][260/940] lr: 1.000e-03, eta: 6:19:01, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8807, loss_cls: 1.1573, loss: 1.1573, grad_norm: 5.0935 2020-07-25 01:18:56,298 - mmaction - INFO - Epoch [69][280/940] lr: 1.000e-03, eta: 6:18:44, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8789, loss_cls: 1.1893, loss: 1.1893, grad_norm: 5.2189 2020-07-25 01:19:07,938 - mmaction - INFO - Epoch [69][300/940] lr: 1.000e-03, eta: 6:18:27, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8779, loss_cls: 1.2257, loss: 1.2257, grad_norm: 5.2800 2020-07-25 01:19:20,514 - mmaction - INFO - Epoch [69][320/940] lr: 1.000e-03, eta: 6:18:11, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8836, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.1412 2020-07-25 01:19:32,305 - mmaction - INFO - Epoch [69][340/940] lr: 1.000e-03, eta: 6:17:54, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8740, loss_cls: 1.2108, loss: 1.2108, grad_norm: 5.1738 2020-07-25 01:19:44,927 - mmaction - INFO - Epoch [69][360/940] lr: 1.000e-03, eta: 6:17:37, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8826, loss_cls: 1.1882, loss: 1.1882, grad_norm: 5.1462 2020-07-25 01:19:57,208 - mmaction - INFO - Epoch [69][380/940] lr: 1.000e-03, eta: 6:17:21, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8842, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.2262 2020-07-25 01:20:09,030 - mmaction - INFO - Epoch [69][400/940] lr: 1.000e-03, eta: 6:17:04, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8805, loss_cls: 1.1600, loss: 1.1600, grad_norm: 5.0470 2020-07-25 01:20:21,226 - mmaction - INFO - Epoch [69][420/940] lr: 1.000e-03, eta: 6:16:47, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8734, loss_cls: 1.1722, loss: 1.1722, grad_norm: 5.1696 2020-07-25 01:20:32,965 - mmaction - INFO - Epoch [69][440/940] lr: 1.000e-03, eta: 6:16:30, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8750, loss_cls: 1.1995, loss: 1.1995, grad_norm: 5.1608 2020-07-25 01:20:45,339 - mmaction - INFO - Epoch [69][460/940] lr: 1.000e-03, eta: 6:16:14, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8924, loss_cls: 1.1045, loss: 1.1045, grad_norm: 5.0372 2020-07-25 01:20:57,861 - mmaction - INFO - Epoch [69][480/940] lr: 1.000e-03, eta: 6:15:57, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8816, loss_cls: 1.1843, loss: 1.1843, grad_norm: 5.1767 2020-07-25 01:21:10,289 - mmaction - INFO - Epoch [69][500/940] lr: 1.000e-03, eta: 6:15:41, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8820, loss_cls: 1.1748, loss: 1.1748, grad_norm: 5.2240 2020-07-25 01:21:22,171 - mmaction - INFO - Epoch [69][520/940] lr: 1.000e-03, eta: 6:15:24, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7012, top5_acc: 0.8719, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.2270 2020-07-25 01:21:33,932 - mmaction - INFO - Epoch [69][540/940] lr: 1.000e-03, eta: 6:15:07, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.6941, top5_acc: 0.8766, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.2927 2020-07-25 01:21:45,845 - mmaction - INFO - Epoch [69][560/940] lr: 1.000e-03, eta: 6:14:51, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8814, loss_cls: 1.1981, loss: 1.1981, grad_norm: 5.2261 2020-07-25 01:21:57,689 - mmaction - INFO - Epoch [69][580/940] lr: 1.000e-03, eta: 6:14:34, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8797, loss_cls: 1.1939, loss: 1.1939, grad_norm: 5.2720 2020-07-25 01:22:09,454 - mmaction - INFO - Epoch [69][600/940] lr: 1.000e-03, eta: 6:14:17, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8832, loss_cls: 1.1884, loss: 1.1884, grad_norm: 5.2165 2020-07-25 01:22:21,392 - mmaction - INFO - Epoch [69][620/940] lr: 1.000e-03, eta: 6:14:00, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8824, loss_cls: 1.1822, loss: 1.1822, grad_norm: 5.1613 2020-07-25 01:22:33,055 - mmaction - INFO - Epoch [69][640/940] lr: 1.000e-03, eta: 6:13:43, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.6988, top5_acc: 0.8729, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.3537 2020-07-25 01:22:45,479 - mmaction - INFO - Epoch [69][660/940] lr: 1.000e-03, eta: 6:13:27, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8785, loss_cls: 1.1861, loss: 1.1861, grad_norm: 5.2517 2020-07-25 01:22:57,398 - mmaction - INFO - Epoch [69][680/940] lr: 1.000e-03, eta: 6:13:10, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8777, loss_cls: 1.2064, loss: 1.2064, grad_norm: 5.2778 2020-07-25 01:23:09,091 - mmaction - INFO - Epoch [69][700/940] lr: 1.000e-03, eta: 6:12:53, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8760, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.3489 2020-07-25 01:23:20,820 - mmaction - INFO - Epoch [69][720/940] lr: 1.000e-03, eta: 6:12:36, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8840, loss_cls: 1.1438, loss: 1.1438, grad_norm: 5.1205 2020-07-25 01:23:33,557 - mmaction - INFO - Epoch [69][740/940] lr: 1.000e-03, eta: 6:12:20, time: 0.638, data_time: 0.003, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8824, loss_cls: 1.2027, loss: 1.2027, grad_norm: 5.2432 2020-07-25 01:23:45,269 - mmaction - INFO - Epoch [69][760/940] lr: 1.000e-03, eta: 6:12:03, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7002, top5_acc: 0.8768, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.1858 2020-07-25 01:23:57,711 - mmaction - INFO - Epoch [69][780/940] lr: 1.000e-03, eta: 6:11:47, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8789, loss_cls: 1.1815, loss: 1.1815, grad_norm: 5.2176 2020-07-25 01:24:09,452 - mmaction - INFO - Epoch [69][800/940] lr: 1.000e-03, eta: 6:11:30, time: 0.588, data_time: 0.004, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8799, loss_cls: 1.1964, loss: 1.1964, grad_norm: 5.3169 2020-07-25 01:24:21,067 - mmaction - INFO - Epoch [69][820/940] lr: 1.000e-03, eta: 6:11:13, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8852, loss_cls: 1.1609, loss: 1.1609, grad_norm: 5.1629 2020-07-25 01:24:33,591 - mmaction - INFO - Epoch [69][840/940] lr: 1.000e-03, eta: 6:10:57, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8896, loss_cls: 1.1278, loss: 1.1278, grad_norm: 5.1145 2020-07-25 01:24:46,009 - mmaction - INFO - Epoch [69][860/940] lr: 1.000e-03, eta: 6:10:40, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8832, loss_cls: 1.1599, loss: 1.1599, grad_norm: 5.0388 2020-07-25 01:24:57,841 - mmaction - INFO - Epoch [69][880/940] lr: 1.000e-03, eta: 6:10:23, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8881, loss_cls: 1.1677, loss: 1.1677, grad_norm: 5.1720 2020-07-25 01:25:10,222 - mmaction - INFO - Epoch [69][900/940] lr: 1.000e-03, eta: 6:10:07, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8816, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.2323 2020-07-25 01:25:22,914 - mmaction - INFO - Epoch [69][920/940] lr: 1.000e-03, eta: 6:09:50, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8867, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.1104 2020-07-25 01:25:34,104 - mmaction - INFO - Epoch [69][940/940] lr: 1.000e-03, eta: 6:09:33, time: 0.560, data_time: 0.003, memory: 8344, top1_acc: 0.6974, top5_acc: 0.8780, loss_cls: 1.2149, loss: 1.2149, grad_norm: 5.3341 2020-07-25 01:28:12,604 - mmaction - INFO - Epoch [70][20/940] lr: 1.000e-03, eta: 6:10:21, time: 7.737, data_time: 7.069, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8879, loss_cls: 1.1629, loss: 1.1629, grad_norm: 5.1318 2020-07-25 01:28:24,989 - mmaction - INFO - Epoch [70][40/940] lr: 1.000e-03, eta: 6:10:04, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8770, loss_cls: 1.1935, loss: 1.1935, grad_norm: 5.2812 2020-07-25 01:28:36,758 - mmaction - INFO - Epoch [70][60/940] lr: 1.000e-03, eta: 6:09:47, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8814, loss_cls: 1.1659, loss: 1.1659, grad_norm: 5.1390 2020-07-25 01:28:49,038 - mmaction - INFO - Epoch [70][80/940] lr: 1.000e-03, eta: 6:09:31, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8838, loss_cls: 1.1617, loss: 1.1617, grad_norm: 5.1238 2020-07-25 01:29:00,835 - mmaction - INFO - Epoch [70][100/940] lr: 1.000e-03, eta: 6:09:14, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.2947 2020-07-25 01:29:13,033 - mmaction - INFO - Epoch [70][120/940] lr: 1.000e-03, eta: 6:08:57, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8689, loss_cls: 1.2411, loss: 1.2411, grad_norm: 5.3094 2020-07-25 01:29:24,694 - mmaction - INFO - Epoch [70][140/940] lr: 1.000e-03, eta: 6:08:41, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8848, loss_cls: 1.1506, loss: 1.1506, grad_norm: 5.1732 2020-07-25 01:29:37,200 - mmaction - INFO - Epoch [70][160/940] lr: 1.000e-03, eta: 6:08:24, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8795, loss_cls: 1.1678, loss: 1.1678, grad_norm: 5.1556 2020-07-25 01:29:48,828 - mmaction - INFO - Epoch [70][180/940] lr: 1.000e-03, eta: 6:08:07, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8869, loss_cls: 1.1490, loss: 1.1490, grad_norm: 5.1288 2020-07-25 01:30:01,555 - mmaction - INFO - Epoch [70][200/940] lr: 1.000e-03, eta: 6:07:51, time: 0.635, data_time: 0.001, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8873, loss_cls: 1.1680, loss: 1.1680, grad_norm: 5.2822 2020-07-25 01:30:13,831 - mmaction - INFO - Epoch [70][220/940] lr: 1.000e-03, eta: 6:07:34, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8848, loss_cls: 1.1620, loss: 1.1620, grad_norm: 5.0998 2020-07-25 01:30:26,362 - mmaction - INFO - Epoch [70][240/940] lr: 1.000e-03, eta: 6:07:18, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8850, loss_cls: 1.1568, loss: 1.1568, grad_norm: 5.1258 2020-07-25 01:30:38,078 - mmaction - INFO - Epoch [70][260/940] lr: 1.000e-03, eta: 6:07:01, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8797, loss_cls: 1.1950, loss: 1.1950, grad_norm: 5.2191 2020-07-25 01:30:49,739 - mmaction - INFO - Epoch [70][280/940] lr: 1.000e-03, eta: 6:06:44, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8771, loss_cls: 1.1885, loss: 1.1885, grad_norm: 5.2226 2020-07-25 01:31:01,451 - mmaction - INFO - Epoch [70][300/940] lr: 1.000e-03, eta: 6:06:27, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8771, loss_cls: 1.1902, loss: 1.1902, grad_norm: 5.1631 2020-07-25 01:31:13,978 - mmaction - INFO - Epoch [70][320/940] lr: 1.000e-03, eta: 6:06:11, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8879, loss_cls: 1.1541, loss: 1.1541, grad_norm: 5.1984 2020-07-25 01:31:26,445 - mmaction - INFO - Epoch [70][340/940] lr: 1.000e-03, eta: 6:05:54, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8797, loss_cls: 1.1984, loss: 1.1984, grad_norm: 5.2235 2020-07-25 01:31:38,907 - mmaction - INFO - Epoch [70][360/940] lr: 1.000e-03, eta: 6:05:38, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8791, loss_cls: 1.1726, loss: 1.1726, grad_norm: 5.2384 2020-07-25 01:31:50,524 - mmaction - INFO - Epoch [70][380/940] lr: 1.000e-03, eta: 6:05:21, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8760, loss_cls: 1.1935, loss: 1.1935, grad_norm: 5.1737 2020-07-25 01:32:02,274 - mmaction - INFO - Epoch [70][400/940] lr: 1.000e-03, eta: 6:05:04, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8814, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.2388 2020-07-25 01:32:14,077 - mmaction - INFO - Epoch [70][420/940] lr: 1.000e-03, eta: 6:04:48, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8809, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.1746 2020-07-25 01:32:26,591 - mmaction - INFO - Epoch [70][440/940] lr: 1.000e-03, eta: 6:04:31, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8754, loss_cls: 1.2087, loss: 1.2087, grad_norm: 5.2817 2020-07-25 01:32:38,326 - mmaction - INFO - Epoch [70][460/940] lr: 1.000e-03, eta: 6:04:14, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8811, loss_cls: 1.1725, loss: 1.1725, grad_norm: 5.1203 2020-07-25 01:32:50,057 - mmaction - INFO - Epoch [70][480/940] lr: 1.000e-03, eta: 6:03:58, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8801, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.2148 2020-07-25 01:33:02,465 - mmaction - INFO - Epoch [70][500/940] lr: 1.000e-03, eta: 6:03:41, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8834, loss_cls: 1.1730, loss: 1.1730, grad_norm: 5.1970 2020-07-25 01:33:14,117 - mmaction - INFO - Epoch [70][520/940] lr: 1.000e-03, eta: 6:03:24, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8729, loss_cls: 1.2236, loss: 1.2236, grad_norm: 5.2753 2020-07-25 01:33:26,497 - mmaction - INFO - Epoch [70][540/940] lr: 1.000e-03, eta: 6:03:08, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8828, loss_cls: 1.1553, loss: 1.1553, grad_norm: 5.1025 2020-07-25 01:33:38,188 - mmaction - INFO - Epoch [70][560/940] lr: 1.000e-03, eta: 6:02:51, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6979, top5_acc: 0.8734, loss_cls: 1.2398, loss: 1.2398, grad_norm: 5.2959 2020-07-25 01:33:49,929 - mmaction - INFO - Epoch [70][580/940] lr: 1.000e-03, eta: 6:02:34, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8836, loss_cls: 1.1745, loss: 1.1745, grad_norm: 5.2530 2020-07-25 01:34:02,297 - mmaction - INFO - Epoch [70][600/940] lr: 1.000e-03, eta: 6:02:18, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8830, loss_cls: 1.1554, loss: 1.1554, grad_norm: 5.1746 2020-07-25 01:34:14,091 - mmaction - INFO - Epoch [70][620/940] lr: 1.000e-03, eta: 6:02:01, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8732, loss_cls: 1.1972, loss: 1.1972, grad_norm: 5.1937 2020-07-25 01:34:26,532 - mmaction - INFO - Epoch [70][640/940] lr: 1.000e-03, eta: 6:01:45, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7029, top5_acc: 0.8775, loss_cls: 1.1926, loss: 1.1926, grad_norm: 5.2420 2020-07-25 01:34:38,874 - mmaction - INFO - Epoch [70][660/940] lr: 1.000e-03, eta: 6:01:28, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8795, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.2043 2020-07-25 01:34:50,633 - mmaction - INFO - Epoch [70][680/940] lr: 1.000e-03, eta: 6:01:11, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8729, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.2495 2020-07-25 01:35:02,985 - mmaction - INFO - Epoch [70][700/940] lr: 1.000e-03, eta: 6:00:55, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8811, loss_cls: 1.1933, loss: 1.1933, grad_norm: 5.2129 2020-07-25 01:35:14,738 - mmaction - INFO - Epoch [70][720/940] lr: 1.000e-03, eta: 6:00:38, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8799, loss_cls: 1.1721, loss: 1.1721, grad_norm: 5.1039 2020-07-25 01:35:27,359 - mmaction - INFO - Epoch [70][740/940] lr: 1.000e-03, eta: 6:00:22, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8773, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.2542 2020-07-25 01:35:39,014 - mmaction - INFO - Epoch [70][760/940] lr: 1.000e-03, eta: 6:00:05, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8791, loss_cls: 1.1965, loss: 1.1965, grad_norm: 5.2053 2020-07-25 01:35:50,779 - mmaction - INFO - Epoch [70][780/940] lr: 1.000e-03, eta: 5:59:48, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8824, loss_cls: 1.1877, loss: 1.1877, grad_norm: 5.2792 2020-07-25 01:36:03,184 - mmaction - INFO - Epoch [70][800/940] lr: 1.000e-03, eta: 5:59:32, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8797, loss_cls: 1.1763, loss: 1.1763, grad_norm: 5.1687 2020-07-25 01:36:15,645 - mmaction - INFO - Epoch [70][820/940] lr: 1.000e-03, eta: 5:59:15, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8793, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.2250 2020-07-25 01:36:27,467 - mmaction - INFO - Epoch [70][840/940] lr: 1.000e-03, eta: 5:58:59, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8781, loss_cls: 1.2038, loss: 1.2038, grad_norm: 5.2313 2020-07-25 01:36:39,883 - mmaction - INFO - Epoch [70][860/940] lr: 1.000e-03, eta: 5:58:42, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8883, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.3283 2020-07-25 01:36:51,661 - mmaction - INFO - Epoch [70][880/940] lr: 1.000e-03, eta: 5:58:26, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8764, loss_cls: 1.1879, loss: 1.1879, grad_norm: 5.2406 2020-07-25 01:37:04,055 - mmaction - INFO - Epoch [70][900/940] lr: 1.000e-03, eta: 5:58:09, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8838, loss_cls: 1.1595, loss: 1.1595, grad_norm: 5.1680 2020-07-25 01:37:15,888 - mmaction - INFO - Epoch [70][920/940] lr: 1.000e-03, eta: 5:57:53, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7021, top5_acc: 0.8676, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.2565 2020-07-25 01:37:27,002 - mmaction - INFO - Epoch [70][940/940] lr: 1.000e-03, eta: 5:57:36, time: 0.556, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8791, loss_cls: 1.1844, loss: 1.1844, grad_norm: 5.3311 2020-07-25 01:37:31,020 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-07-25 01:40:07,353 - mmaction - INFO - Epoch [71][20/940] lr: 1.000e-03, eta: 5:58:21, time: 7.798, data_time: 7.117, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8758, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.2261 2020-07-25 01:40:19,712 - mmaction - INFO - Epoch [71][40/940] lr: 1.000e-03, eta: 5:58:04, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8848, loss_cls: 1.1642, loss: 1.1642, grad_norm: 5.1598 2020-07-25 01:40:32,167 - mmaction - INFO - Epoch [71][60/940] lr: 1.000e-03, eta: 5:57:48, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8881, loss_cls: 1.1225, loss: 1.1225, grad_norm: 5.0341 2020-07-25 01:40:43,786 - mmaction - INFO - Epoch [71][80/940] lr: 1.000e-03, eta: 5:57:31, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8807, loss_cls: 1.1667, loss: 1.1667, grad_norm: 5.1757 2020-07-25 01:40:56,297 - mmaction - INFO - Epoch [71][100/940] lr: 1.000e-03, eta: 5:57:14, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8795, loss_cls: 1.1727, loss: 1.1727, grad_norm: 5.2128 2020-07-25 01:41:08,710 - mmaction - INFO - Epoch [71][120/940] lr: 1.000e-03, eta: 5:56:58, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8854, loss_cls: 1.1604, loss: 1.1604, grad_norm: 5.1658 2020-07-25 01:41:21,125 - mmaction - INFO - Epoch [71][140/940] lr: 1.000e-03, eta: 5:56:41, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8801, loss_cls: 1.1810, loss: 1.1810, grad_norm: 5.2022 2020-07-25 01:41:32,914 - mmaction - INFO - Epoch [71][160/940] lr: 1.000e-03, eta: 5:56:25, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8809, loss_cls: 1.1850, loss: 1.1850, grad_norm: 5.2408 2020-07-25 01:41:44,626 - mmaction - INFO - Epoch [71][180/940] lr: 1.000e-03, eta: 5:56:08, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8824, loss_cls: 1.1627, loss: 1.1627, grad_norm: 5.2052 2020-07-25 01:41:56,330 - mmaction - INFO - Epoch [71][200/940] lr: 1.000e-03, eta: 5:55:51, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8779, loss_cls: 1.2078, loss: 1.2078, grad_norm: 5.3356 2020-07-25 01:42:08,908 - mmaction - INFO - Epoch [71][220/940] lr: 1.000e-03, eta: 5:55:35, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8859, loss_cls: 1.1245, loss: 1.1245, grad_norm: 5.0965 2020-07-25 01:42:20,678 - mmaction - INFO - Epoch [71][240/940] lr: 1.000e-03, eta: 5:55:18, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8762, loss_cls: 1.1879, loss: 1.1879, grad_norm: 5.2124 2020-07-25 01:42:33,211 - mmaction - INFO - Epoch [71][260/940] lr: 1.000e-03, eta: 5:55:02, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8861, loss_cls: 1.1645, loss: 1.1645, grad_norm: 5.1772 2020-07-25 01:42:44,851 - mmaction - INFO - Epoch [71][280/940] lr: 1.000e-03, eta: 5:54:45, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8793, loss_cls: 1.1920, loss: 1.1920, grad_norm: 5.2920 2020-07-25 01:42:56,507 - mmaction - INFO - Epoch [71][300/940] lr: 1.000e-03, eta: 5:54:28, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8787, loss_cls: 1.2151, loss: 1.2151, grad_norm: 5.3094 2020-07-25 01:43:08,195 - mmaction - INFO - Epoch [71][320/940] lr: 1.000e-03, eta: 5:54:11, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8824, loss_cls: 1.1654, loss: 1.1654, grad_norm: 5.1805 2020-07-25 01:43:19,903 - mmaction - INFO - Epoch [71][340/940] lr: 1.000e-03, eta: 5:53:55, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8816, loss_cls: 1.1766, loss: 1.1766, grad_norm: 5.2277 2020-07-25 01:43:32,330 - mmaction - INFO - Epoch [71][360/940] lr: 1.000e-03, eta: 5:53:38, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7037, top5_acc: 0.8709, loss_cls: 1.2204, loss: 1.2204, grad_norm: 5.2970 2020-07-25 01:43:44,181 - mmaction - INFO - Epoch [71][380/940] lr: 1.000e-03, eta: 5:53:22, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8768, loss_cls: 1.1762, loss: 1.1762, grad_norm: 5.1609 2020-07-25 01:43:56,661 - mmaction - INFO - Epoch [71][400/940] lr: 1.000e-03, eta: 5:53:05, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8795, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.1674 2020-07-25 01:44:08,336 - mmaction - INFO - Epoch [71][420/940] lr: 1.000e-03, eta: 5:52:48, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8811, loss_cls: 1.1482, loss: 1.1482, grad_norm: 5.2422 2020-07-25 01:44:20,074 - mmaction - INFO - Epoch [71][440/940] lr: 1.000e-03, eta: 5:52:32, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8740, loss_cls: 1.1985, loss: 1.1985, grad_norm: 5.2264 2020-07-25 01:44:32,541 - mmaction - INFO - Epoch [71][460/940] lr: 1.000e-03, eta: 5:52:15, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7023, top5_acc: 0.8879, loss_cls: 1.1868, loss: 1.1868, grad_norm: 5.2295 2020-07-25 01:44:44,258 - mmaction - INFO - Epoch [71][480/940] lr: 1.000e-03, eta: 5:51:59, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8797, loss_cls: 1.1930, loss: 1.1930, grad_norm: 5.2294 2020-07-25 01:44:56,074 - mmaction - INFO - Epoch [71][500/940] lr: 1.000e-03, eta: 5:51:42, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8748, loss_cls: 1.2019, loss: 1.2019, grad_norm: 5.2813 2020-07-25 01:45:08,534 - mmaction - INFO - Epoch [71][520/940] lr: 1.000e-03, eta: 5:51:26, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8887, loss_cls: 1.1024, loss: 1.1024, grad_norm: 5.0577 2020-07-25 01:45:20,222 - mmaction - INFO - Epoch [71][540/940] lr: 1.000e-03, eta: 5:51:09, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8789, loss_cls: 1.1785, loss: 1.1785, grad_norm: 5.3044 2020-07-25 01:45:32,835 - mmaction - INFO - Epoch [71][560/940] lr: 1.000e-03, eta: 5:50:53, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8783, loss_cls: 1.1809, loss: 1.1809, grad_norm: 5.2502 2020-07-25 01:45:44,668 - mmaction - INFO - Epoch [71][580/940] lr: 1.000e-03, eta: 5:50:36, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8916, loss_cls: 1.1383, loss: 1.1383, grad_norm: 5.2781 2020-07-25 01:45:56,253 - mmaction - INFO - Epoch [71][600/940] lr: 1.000e-03, eta: 5:50:19, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8752, loss_cls: 1.2246, loss: 1.2246, grad_norm: 5.4892 2020-07-25 01:46:07,927 - mmaction - INFO - Epoch [71][620/940] lr: 1.000e-03, eta: 5:50:02, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8857, loss_cls: 1.1643, loss: 1.1643, grad_norm: 5.1977 2020-07-25 01:46:19,634 - mmaction - INFO - Epoch [71][640/940] lr: 1.000e-03, eta: 5:49:46, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8812, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.2092 2020-07-25 01:46:31,991 - mmaction - INFO - Epoch [71][660/940] lr: 1.000e-03, eta: 5:49:29, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8863, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.3286 2020-07-25 01:46:44,474 - mmaction - INFO - Epoch [71][680/940] lr: 1.000e-03, eta: 5:49:13, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8777, loss_cls: 1.2016, loss: 1.2016, grad_norm: 5.2974 2020-07-25 01:46:56,401 - mmaction - INFO - Epoch [71][700/940] lr: 1.000e-03, eta: 5:48:56, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.6959, top5_acc: 0.8768, loss_cls: 1.2248, loss: 1.2248, grad_norm: 5.3561 2020-07-25 01:47:08,738 - mmaction - INFO - Epoch [71][720/940] lr: 1.000e-03, eta: 5:48:40, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8719, loss_cls: 1.2270, loss: 1.2270, grad_norm: 5.2529 2020-07-25 01:47:21,159 - mmaction - INFO - Epoch [71][740/940] lr: 1.000e-03, eta: 5:48:24, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8889, loss_cls: 1.1579, loss: 1.1579, grad_norm: 5.2639 2020-07-25 01:47:32,863 - mmaction - INFO - Epoch [71][760/940] lr: 1.000e-03, eta: 5:48:07, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8795, loss_cls: 1.1895, loss: 1.1895, grad_norm: 5.2492 2020-07-25 01:47:45,419 - mmaction - INFO - Epoch [71][780/940] lr: 1.000e-03, eta: 5:47:51, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8713, loss_cls: 1.2137, loss: 1.2137, grad_norm: 5.2714 2020-07-25 01:47:57,138 - mmaction - INFO - Epoch [71][800/940] lr: 1.000e-03, eta: 5:47:34, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8779, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.2414 2020-07-25 01:48:09,628 - mmaction - INFO - Epoch [71][820/940] lr: 1.000e-03, eta: 5:47:18, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8822, loss_cls: 1.1600, loss: 1.1600, grad_norm: 5.1605 2020-07-25 01:48:21,367 - mmaction - INFO - Epoch [71][840/940] lr: 1.000e-03, eta: 5:47:01, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8822, loss_cls: 1.1683, loss: 1.1683, grad_norm: 5.2477 2020-07-25 01:48:33,445 - mmaction - INFO - Epoch [71][860/940] lr: 1.000e-03, eta: 5:46:44, time: 0.603, data_time: 0.003, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8832, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.2221 2020-07-25 01:48:45,756 - mmaction - INFO - Epoch [71][880/940] lr: 1.000e-03, eta: 5:46:28, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8789, loss_cls: 1.1790, loss: 1.1790, grad_norm: 5.2361 2020-07-25 01:48:57,482 - mmaction - INFO - Epoch [71][900/940] lr: 1.000e-03, eta: 5:46:11, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8840, loss_cls: 1.1857, loss: 1.1857, grad_norm: 5.2570 2020-07-25 01:49:09,823 - mmaction - INFO - Epoch [71][920/940] lr: 1.000e-03, eta: 5:45:55, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8791, loss_cls: 1.1991, loss: 1.1991, grad_norm: 5.2171 2020-07-25 01:49:21,014 - mmaction - INFO - Epoch [71][940/940] lr: 1.000e-03, eta: 5:45:38, time: 0.561, data_time: 0.002, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8744, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.3098 2020-07-25 01:51:58,500 - mmaction - INFO - Epoch [72][20/940] lr: 1.000e-03, eta: 5:46:19, time: 7.672, data_time: 6.987, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8773, loss_cls: 1.1590, loss: 1.1590, grad_norm: 5.1449 2020-07-25 01:52:10,927 - mmaction - INFO - Epoch [72][40/940] lr: 1.000e-03, eta: 5:46:03, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8799, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.2188 2020-07-25 01:52:23,359 - mmaction - INFO - Epoch [72][60/940] lr: 1.000e-03, eta: 5:45:46, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8789, loss_cls: 1.1794, loss: 1.1794, grad_norm: 5.2168 2020-07-25 01:52:35,098 - mmaction - INFO - Epoch [72][80/940] lr: 1.000e-03, eta: 5:45:30, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8783, loss_cls: 1.2050, loss: 1.2050, grad_norm: 5.3287 2020-07-25 01:52:47,744 - mmaction - INFO - Epoch [72][100/940] lr: 1.000e-03, eta: 5:45:13, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8754, loss_cls: 1.1972, loss: 1.1972, grad_norm: 5.1934 2020-07-25 01:52:59,371 - mmaction - INFO - Epoch [72][120/940] lr: 1.000e-03, eta: 5:44:57, time: 0.587, data_time: 0.008, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8832, loss_cls: 1.1992, loss: 1.1992, grad_norm: 5.2427 2020-07-25 01:53:11,969 - mmaction - INFO - Epoch [72][140/940] lr: 1.000e-03, eta: 5:44:40, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8863, loss_cls: 1.1587, loss: 1.1587, grad_norm: 5.1668 2020-07-25 01:53:24,286 - mmaction - INFO - Epoch [72][160/940] lr: 1.000e-03, eta: 5:44:24, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8873, loss_cls: 1.1647, loss: 1.1647, grad_norm: 5.2413 2020-07-25 01:53:36,027 - mmaction - INFO - Epoch [72][180/940] lr: 1.000e-03, eta: 5:44:07, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8809, loss_cls: 1.1796, loss: 1.1796, grad_norm: 5.2549 2020-07-25 01:53:47,767 - mmaction - INFO - Epoch [72][200/940] lr: 1.000e-03, eta: 5:43:51, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8814, loss_cls: 1.1690, loss: 1.1690, grad_norm: 5.2825 2020-07-25 01:54:00,231 - mmaction - INFO - Epoch [72][220/940] lr: 1.000e-03, eta: 5:43:34, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8824, loss_cls: 1.1557, loss: 1.1557, grad_norm: 5.2061 2020-07-25 01:54:12,764 - mmaction - INFO - Epoch [72][240/940] lr: 1.000e-03, eta: 5:43:18, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8842, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.1908 2020-07-25 01:54:24,531 - mmaction - INFO - Epoch [72][260/940] lr: 1.000e-03, eta: 5:43:01, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7057, top5_acc: 0.8773, loss_cls: 1.1907, loss: 1.1907, grad_norm: 5.3082 2020-07-25 01:54:36,211 - mmaction - INFO - Epoch [72][280/940] lr: 1.000e-03, eta: 5:42:45, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8818, loss_cls: 1.1535, loss: 1.1535, grad_norm: 5.1016 2020-07-25 01:54:48,685 - mmaction - INFO - Epoch [72][300/940] lr: 1.000e-03, eta: 5:42:28, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2074, loss: 1.2074, grad_norm: 5.3223 2020-07-25 01:55:01,163 - mmaction - INFO - Epoch [72][320/940] lr: 1.000e-03, eta: 5:42:12, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8809, loss_cls: 1.1727, loss: 1.1727, grad_norm: 5.2913 2020-07-25 01:55:13,591 - mmaction - INFO - Epoch [72][340/940] lr: 1.000e-03, eta: 5:41:55, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8787, loss_cls: 1.2007, loss: 1.2007, grad_norm: 5.2973 2020-07-25 01:55:25,313 - mmaction - INFO - Epoch [72][360/940] lr: 1.000e-03, eta: 5:41:39, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8836, loss_cls: 1.1594, loss: 1.1594, grad_norm: 5.2364 2020-07-25 01:55:37,007 - mmaction - INFO - Epoch [72][380/940] lr: 1.000e-03, eta: 5:41:22, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8834, loss_cls: 1.1879, loss: 1.1879, grad_norm: 5.3343 2020-07-25 01:55:48,835 - mmaction - INFO - Epoch [72][400/940] lr: 1.000e-03, eta: 5:41:06, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1686, loss: 1.1686, grad_norm: 5.2219 2020-07-25 01:56:00,453 - mmaction - INFO - Epoch [72][420/940] lr: 1.000e-03, eta: 5:40:49, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8834, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.3084 2020-07-25 01:56:12,987 - mmaction - INFO - Epoch [72][440/940] lr: 1.000e-03, eta: 5:40:33, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8883, loss_cls: 1.1258, loss: 1.1258, grad_norm: 5.1368 2020-07-25 01:56:24,843 - mmaction - INFO - Epoch [72][460/940] lr: 1.000e-03, eta: 5:40:16, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8830, loss_cls: 1.1784, loss: 1.1784, grad_norm: 5.2338 2020-07-25 01:56:37,296 - mmaction - INFO - Epoch [72][480/940] lr: 1.000e-03, eta: 5:40:00, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8832, loss_cls: 1.1642, loss: 1.1642, grad_norm: 5.2467 2020-07-25 01:56:49,110 - mmaction - INFO - Epoch [72][500/940] lr: 1.000e-03, eta: 5:39:43, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8789, loss_cls: 1.1803, loss: 1.1803, grad_norm: 5.3074 2020-07-25 01:57:01,568 - mmaction - INFO - Epoch [72][520/940] lr: 1.000e-03, eta: 5:39:27, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8824, loss_cls: 1.1905, loss: 1.1905, grad_norm: 5.2149 2020-07-25 01:57:13,956 - mmaction - INFO - Epoch [72][540/940] lr: 1.000e-03, eta: 5:39:10, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8832, loss_cls: 1.1778, loss: 1.1778, grad_norm: 5.2182 2020-07-25 01:57:25,777 - mmaction - INFO - Epoch [72][560/940] lr: 1.000e-03, eta: 5:38:54, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8832, loss_cls: 1.1730, loss: 1.1730, grad_norm: 5.2788 2020-07-25 01:57:37,622 - mmaction - INFO - Epoch [72][580/940] lr: 1.000e-03, eta: 5:38:37, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8889, loss_cls: 1.1498, loss: 1.1498, grad_norm: 5.2995 2020-07-25 01:57:49,434 - mmaction - INFO - Epoch [72][600/940] lr: 1.000e-03, eta: 5:38:21, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1605, loss: 1.1605, grad_norm: 5.3228 2020-07-25 01:58:01,923 - mmaction - INFO - Epoch [72][620/940] lr: 1.000e-03, eta: 5:38:04, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8814, loss_cls: 1.1860, loss: 1.1860, grad_norm: 5.2522 2020-07-25 01:58:13,609 - mmaction - INFO - Epoch [72][640/940] lr: 1.000e-03, eta: 5:37:48, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8766, loss_cls: 1.1833, loss: 1.1833, grad_norm: 5.3040 2020-07-25 01:58:26,132 - mmaction - INFO - Epoch [72][660/940] lr: 1.000e-03, eta: 5:37:31, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8793, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.2982 2020-07-25 01:58:37,873 - mmaction - INFO - Epoch [72][680/940] lr: 1.000e-03, eta: 5:37:15, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8842, loss_cls: 1.1494, loss: 1.1494, grad_norm: 5.2277 2020-07-25 01:58:50,346 - mmaction - INFO - Epoch [72][700/940] lr: 1.000e-03, eta: 5:36:58, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.2935 2020-07-25 01:59:02,043 - mmaction - INFO - Epoch [72][720/940] lr: 1.000e-03, eta: 5:36:42, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8826, loss_cls: 1.1973, loss: 1.1973, grad_norm: 5.3532 2020-07-25 01:59:14,486 - mmaction - INFO - Epoch [72][740/940] lr: 1.000e-03, eta: 5:36:25, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7084, top5_acc: 0.8701, loss_cls: 1.2133, loss: 1.2133, grad_norm: 5.3127 2020-07-25 01:59:26,307 - mmaction - INFO - Epoch [72][760/940] lr: 1.000e-03, eta: 5:36:09, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.6949, top5_acc: 0.8760, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.4002 2020-07-25 01:59:37,979 - mmaction - INFO - Epoch [72][780/940] lr: 1.000e-03, eta: 5:35:52, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8777, loss_cls: 1.1531, loss: 1.1531, grad_norm: 5.2163 2020-07-25 01:59:50,644 - mmaction - INFO - Epoch [72][800/940] lr: 1.000e-03, eta: 5:35:36, time: 0.633, data_time: 0.001, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8770, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.2824 2020-07-25 02:00:02,845 - mmaction - INFO - Epoch [72][820/940] lr: 1.000e-03, eta: 5:35:20, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1921, loss: 1.1921, grad_norm: 5.2829 2020-07-25 02:00:20,050 - mmaction - INFO - Epoch [72][840/940] lr: 1.000e-03, eta: 5:35:05, time: 0.864, data_time: 0.019, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8795, loss_cls: 1.2009, loss: 1.2009, grad_norm: 5.3726 2020-07-25 02:00:32,594 - mmaction - INFO - Epoch [72][860/940] lr: 1.000e-03, eta: 5:34:49, time: 0.630, data_time: 0.011, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8865, loss_cls: 1.1541, loss: 1.1541, grad_norm: 5.2378 2020-07-25 02:00:44,776 - mmaction - INFO - Epoch [72][880/940] lr: 1.000e-03, eta: 5:34:33, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8840, loss_cls: 1.1480, loss: 1.1480, grad_norm: 5.2110 2020-07-25 02:00:56,679 - mmaction - INFO - Epoch [72][900/940] lr: 1.000e-03, eta: 5:34:16, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7035, top5_acc: 0.8809, loss_cls: 1.2006, loss: 1.2006, grad_norm: 5.3036 2020-07-25 02:01:09,086 - mmaction - INFO - Epoch [72][920/940] lr: 1.000e-03, eta: 5:34:00, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8799, loss_cls: 1.2004, loss: 1.2004, grad_norm: 5.2338 2020-07-25 02:01:20,234 - mmaction - INFO - Epoch [72][940/940] lr: 1.000e-03, eta: 5:33:43, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.7073, top5_acc: 0.8813, loss_cls: 1.1995, loss: 1.1995, grad_norm: 5.4264 2020-07-25 02:03:41,753 - mmaction - INFO - Epoch [73][20/940] lr: 1.000e-03, eta: 5:34:14, time: 6.686, data_time: 6.038, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8883, loss_cls: 1.1321, loss: 1.1321, grad_norm: 5.2880 2020-07-25 02:03:53,471 - mmaction - INFO - Epoch [73][40/940] lr: 1.000e-03, eta: 5:33:57, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8820, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.3011 2020-07-25 02:04:05,675 - mmaction - INFO - Epoch [73][60/940] lr: 1.000e-03, eta: 5:33:41, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8746, loss_cls: 1.1797, loss: 1.1797, grad_norm: 5.3088 2020-07-25 02:04:17,530 - mmaction - INFO - Epoch [73][80/940] lr: 1.000e-03, eta: 5:33:24, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8805, loss_cls: 1.1769, loss: 1.1769, grad_norm: 5.2243 2020-07-25 02:04:29,988 - mmaction - INFO - Epoch [73][100/940] lr: 1.000e-03, eta: 5:33:08, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8857, loss_cls: 1.1621, loss: 1.1621, grad_norm: 5.2472 2020-07-25 02:04:42,417 - mmaction - INFO - Epoch [73][120/940] lr: 1.000e-03, eta: 5:32:51, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7064, top5_acc: 0.8750, loss_cls: 1.1937, loss: 1.1937, grad_norm: 5.2622 2020-07-25 02:04:54,268 - mmaction - INFO - Epoch [73][140/940] lr: 1.000e-03, eta: 5:32:35, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8809, loss_cls: 1.1789, loss: 1.1789, grad_norm: 5.2998 2020-07-25 02:05:06,619 - mmaction - INFO - Epoch [73][160/940] lr: 1.000e-03, eta: 5:32:19, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8812, loss_cls: 1.1618, loss: 1.1618, grad_norm: 5.2310 2020-07-25 02:05:19,105 - mmaction - INFO - Epoch [73][180/940] lr: 1.000e-03, eta: 5:32:02, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7051, top5_acc: 0.8779, loss_cls: 1.2038, loss: 1.2038, grad_norm: 5.3833 2020-07-25 02:05:30,819 - mmaction - INFO - Epoch [73][200/940] lr: 1.000e-03, eta: 5:31:46, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8816, loss_cls: 1.1648, loss: 1.1648, grad_norm: 5.2664 2020-07-25 02:05:43,296 - mmaction - INFO - Epoch [73][220/940] lr: 1.000e-03, eta: 5:31:29, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8842, loss_cls: 1.1355, loss: 1.1355, grad_norm: 5.0782 2020-07-25 02:05:55,763 - mmaction - INFO - Epoch [73][240/940] lr: 1.000e-03, eta: 5:31:13, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8791, loss_cls: 1.1685, loss: 1.1685, grad_norm: 5.1616 2020-07-25 02:06:08,270 - mmaction - INFO - Epoch [73][260/940] lr: 1.000e-03, eta: 5:30:57, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8842, loss_cls: 1.1378, loss: 1.1378, grad_norm: 5.1826 2020-07-25 02:06:20,128 - mmaction - INFO - Epoch [73][280/940] lr: 1.000e-03, eta: 5:30:40, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8779, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.2766 2020-07-25 02:06:31,807 - mmaction - INFO - Epoch [73][300/940] lr: 1.000e-03, eta: 5:30:24, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8855, loss_cls: 1.1534, loss: 1.1534, grad_norm: 5.2013 2020-07-25 02:06:43,528 - mmaction - INFO - Epoch [73][320/940] lr: 1.000e-03, eta: 5:30:07, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8896, loss_cls: 1.1302, loss: 1.1302, grad_norm: 5.1521 2020-07-25 02:06:55,202 - mmaction - INFO - Epoch [73][340/940] lr: 1.000e-03, eta: 5:29:50, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8842, loss_cls: 1.1542, loss: 1.1542, grad_norm: 5.1930 2020-07-25 02:07:07,853 - mmaction - INFO - Epoch [73][360/940] lr: 1.000e-03, eta: 5:29:34, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8824, loss_cls: 1.1696, loss: 1.1696, grad_norm: 5.3166 2020-07-25 02:07:19,512 - mmaction - INFO - Epoch [73][380/940] lr: 1.000e-03, eta: 5:29:18, time: 0.587, data_time: 0.006, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8805, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.2960 2020-07-25 02:07:32,064 - mmaction - INFO - Epoch [73][400/940] lr: 1.000e-03, eta: 5:29:01, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8867, loss_cls: 1.1418, loss: 1.1418, grad_norm: 5.2530 2020-07-25 02:07:44,416 - mmaction - INFO - Epoch [73][420/940] lr: 1.000e-03, eta: 5:28:45, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8783, loss_cls: 1.1923, loss: 1.1923, grad_norm: 5.3432 2020-07-25 02:07:56,889 - mmaction - INFO - Epoch [73][440/940] lr: 1.000e-03, eta: 5:28:29, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8873, loss_cls: 1.1152, loss: 1.1152, grad_norm: 5.1634 2020-07-25 02:08:08,737 - mmaction - INFO - Epoch [73][460/940] lr: 1.000e-03, eta: 5:28:12, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8812, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.3505 2020-07-25 02:08:20,454 - mmaction - INFO - Epoch [73][480/940] lr: 1.000e-03, eta: 5:27:56, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8916, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.2184 2020-07-25 02:08:32,774 - mmaction - INFO - Epoch [73][500/940] lr: 1.000e-03, eta: 5:27:39, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1708, loss: 1.1708, grad_norm: 5.2552 2020-07-25 02:08:44,519 - mmaction - INFO - Epoch [73][520/940] lr: 1.000e-03, eta: 5:27:23, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8852, loss_cls: 1.1306, loss: 1.1306, grad_norm: 5.2203 2020-07-25 02:08:57,007 - mmaction - INFO - Epoch [73][540/940] lr: 1.000e-03, eta: 5:27:07, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8834, loss_cls: 1.1314, loss: 1.1314, grad_norm: 5.1617 2020-07-25 02:09:09,408 - mmaction - INFO - Epoch [73][560/940] lr: 1.000e-03, eta: 5:26:50, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8787, loss_cls: 1.1725, loss: 1.1725, grad_norm: 5.2951 2020-07-25 02:09:21,235 - mmaction - INFO - Epoch [73][580/940] lr: 1.000e-03, eta: 5:26:34, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8783, loss_cls: 1.1892, loss: 1.1892, grad_norm: 5.3209 2020-07-25 02:09:33,643 - mmaction - INFO - Epoch [73][600/940] lr: 1.000e-03, eta: 5:26:17, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8754, loss_cls: 1.1771, loss: 1.1771, grad_norm: 5.3166 2020-07-25 02:09:45,419 - mmaction - INFO - Epoch [73][620/940] lr: 1.000e-03, eta: 5:26:01, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1969, loss: 1.1969, grad_norm: 5.3115 2020-07-25 02:09:57,814 - mmaction - INFO - Epoch [73][640/940] lr: 1.000e-03, eta: 5:25:45, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7004, top5_acc: 0.8822, loss_cls: 1.2138, loss: 1.2138, grad_norm: 5.3608 2020-07-25 02:10:09,647 - mmaction - INFO - Epoch [73][660/940] lr: 1.000e-03, eta: 5:25:28, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8826, loss_cls: 1.1550, loss: 1.1550, grad_norm: 5.2207 2020-07-25 02:10:21,337 - mmaction - INFO - Epoch [73][680/940] lr: 1.000e-03, eta: 5:25:12, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1690, loss: 1.1690, grad_norm: 5.3317 2020-07-25 02:10:33,038 - mmaction - INFO - Epoch [73][700/940] lr: 1.000e-03, eta: 5:24:55, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7045, top5_acc: 0.8842, loss_cls: 1.1895, loss: 1.1895, grad_norm: 5.3697 2020-07-25 02:10:45,374 - mmaction - INFO - Epoch [73][720/940] lr: 1.000e-03, eta: 5:24:39, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8871, loss_cls: 1.1627, loss: 1.1627, grad_norm: 5.3655 2020-07-25 02:10:57,765 - mmaction - INFO - Epoch [73][740/940] lr: 1.000e-03, eta: 5:24:23, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8832, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.3290 2020-07-25 02:11:10,260 - mmaction - INFO - Epoch [73][760/940] lr: 1.000e-03, eta: 5:24:06, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8826, loss_cls: 1.1806, loss: 1.1806, grad_norm: 5.3995 2020-07-25 02:11:21,980 - mmaction - INFO - Epoch [73][780/940] lr: 1.000e-03, eta: 5:23:50, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8787, loss_cls: 1.1835, loss: 1.1835, grad_norm: 5.2688 2020-07-25 02:11:33,655 - mmaction - INFO - Epoch [73][800/940] lr: 1.000e-03, eta: 5:23:33, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8768, loss_cls: 1.1866, loss: 1.1866, grad_norm: 5.3852 2020-07-25 02:11:46,249 - mmaction - INFO - Epoch [73][820/940] lr: 1.000e-03, eta: 5:23:17, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7014, top5_acc: 0.8754, loss_cls: 1.2169, loss: 1.2169, grad_norm: 5.4202 2020-07-25 02:11:58,694 - mmaction - INFO - Epoch [73][840/940] lr: 1.000e-03, eta: 5:23:01, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8816, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.3263 2020-07-25 02:12:10,500 - mmaction - INFO - Epoch [73][860/940] lr: 1.000e-03, eta: 5:22:44, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8750, loss_cls: 1.2140, loss: 1.2140, grad_norm: 5.4024 2020-07-25 02:12:22,141 - mmaction - INFO - Epoch [73][880/940] lr: 1.000e-03, eta: 5:22:28, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8834, loss_cls: 1.1629, loss: 1.1629, grad_norm: 5.2770 2020-07-25 02:12:33,864 - mmaction - INFO - Epoch [73][900/940] lr: 1.000e-03, eta: 5:22:11, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8738, loss_cls: 1.2081, loss: 1.2081, grad_norm: 5.3336 2020-07-25 02:12:46,180 - mmaction - INFO - Epoch [73][920/940] lr: 1.000e-03, eta: 5:21:55, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8832, loss_cls: 1.1801, loss: 1.1801, grad_norm: 5.3804 2020-07-25 02:12:57,326 - mmaction - INFO - Epoch [73][940/940] lr: 1.000e-03, eta: 5:21:38, time: 0.558, data_time: 0.002, memory: 8344, top1_acc: 0.7010, top5_acc: 0.8778, loss_cls: 1.2090, loss: 1.2090, grad_norm: 5.4490 2020-07-25 02:15:19,667 - mmaction - INFO - Epoch [74][20/940] lr: 1.000e-03, eta: 5:22:09, time: 6.952, data_time: 6.254, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8918, loss_cls: 1.1327, loss: 1.1327, grad_norm: 5.2588 2020-07-25 02:15:32,174 - mmaction - INFO - Epoch [74][40/940] lr: 1.000e-03, eta: 5:21:53, time: 0.627, data_time: 0.003, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8893, loss_cls: 1.1502, loss: 1.1502, grad_norm: 5.3246 2020-07-25 02:15:43,990 - mmaction - INFO - Epoch [74][60/940] lr: 1.000e-03, eta: 5:21:36, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8832, loss_cls: 1.1511, loss: 1.1511, grad_norm: 5.2154 2020-07-25 02:15:56,328 - mmaction - INFO - Epoch [74][80/940] lr: 1.000e-03, eta: 5:21:20, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8844, loss_cls: 1.1094, loss: 1.1094, grad_norm: 5.1071 2020-07-25 02:16:07,992 - mmaction - INFO - Epoch [74][100/940] lr: 1.000e-03, eta: 5:21:03, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8832, loss_cls: 1.1463, loss: 1.1463, grad_norm: 5.2092 2020-07-25 02:16:20,662 - mmaction - INFO - Epoch [74][120/940] lr: 1.000e-03, eta: 5:20:47, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8781, loss_cls: 1.1806, loss: 1.1806, grad_norm: 5.2571 2020-07-25 02:16:32,469 - mmaction - INFO - Epoch [74][140/940] lr: 1.000e-03, eta: 5:20:30, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8879, loss_cls: 1.1465, loss: 1.1465, grad_norm: 5.2963 2020-07-25 02:16:44,793 - mmaction - INFO - Epoch [74][160/940] lr: 1.000e-03, eta: 5:20:14, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8844, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.2312 2020-07-25 02:16:56,535 - mmaction - INFO - Epoch [74][180/940] lr: 1.000e-03, eta: 5:19:58, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8865, loss_cls: 1.1341, loss: 1.1341, grad_norm: 5.2523 2020-07-25 02:17:08,192 - mmaction - INFO - Epoch [74][200/940] lr: 1.000e-03, eta: 5:19:41, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.6973, top5_acc: 0.8729, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.4277 2020-07-25 02:17:19,802 - mmaction - INFO - Epoch [74][220/940] lr: 1.000e-03, eta: 5:19:25, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8854, loss_cls: 1.1651, loss: 1.1651, grad_norm: 5.3441 2020-07-25 02:17:31,442 - mmaction - INFO - Epoch [74][240/940] lr: 1.000e-03, eta: 5:19:08, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8850, loss_cls: 1.1305, loss: 1.1305, grad_norm: 5.2245 2020-07-25 02:17:43,984 - mmaction - INFO - Epoch [74][260/940] lr: 1.000e-03, eta: 5:18:52, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8822, loss_cls: 1.1749, loss: 1.1749, grad_norm: 5.3604 2020-07-25 02:17:55,659 - mmaction - INFO - Epoch [74][280/940] lr: 1.000e-03, eta: 5:18:35, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8816, loss_cls: 1.1425, loss: 1.1425, grad_norm: 5.2284 2020-07-25 02:18:07,955 - mmaction - INFO - Epoch [74][300/940] lr: 1.000e-03, eta: 5:18:19, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8803, loss_cls: 1.1846, loss: 1.1846, grad_norm: 5.4149 2020-07-25 02:18:20,415 - mmaction - INFO - Epoch [74][320/940] lr: 1.000e-03, eta: 5:18:03, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8941, loss_cls: 1.1063, loss: 1.1063, grad_norm: 5.1283 2020-07-25 02:18:32,783 - mmaction - INFO - Epoch [74][340/940] lr: 1.000e-03, eta: 5:17:46, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8797, loss_cls: 1.1828, loss: 1.1828, grad_norm: 5.3438 2020-07-25 02:18:45,218 - mmaction - INFO - Epoch [74][360/940] lr: 1.000e-03, eta: 5:17:30, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8826, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.2921 2020-07-25 02:18:56,932 - mmaction - INFO - Epoch [74][380/940] lr: 1.000e-03, eta: 5:17:14, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1422, loss: 1.1422, grad_norm: 5.2289 2020-07-25 02:19:08,637 - mmaction - INFO - Epoch [74][400/940] lr: 1.000e-03, eta: 5:16:57, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.6982, top5_acc: 0.8801, loss_cls: 1.1960, loss: 1.1960, grad_norm: 5.4497 2020-07-25 02:19:21,350 - mmaction - INFO - Epoch [74][420/940] lr: 1.000e-03, eta: 5:16:41, time: 0.636, data_time: 0.007, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8896, loss_cls: 1.1352, loss: 1.1352, grad_norm: 5.2858 2020-07-25 02:19:33,051 - mmaction - INFO - Epoch [74][440/940] lr: 1.000e-03, eta: 5:16:25, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8811, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.3070 2020-07-25 02:19:45,572 - mmaction - INFO - Epoch [74][460/940] lr: 1.000e-03, eta: 5:16:08, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8762, loss_cls: 1.2022, loss: 1.2022, grad_norm: 5.3648 2020-07-25 02:19:57,237 - mmaction - INFO - Epoch [74][480/940] lr: 1.000e-03, eta: 5:15:52, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7078, top5_acc: 0.8873, loss_cls: 1.1667, loss: 1.1667, grad_norm: 5.3106 2020-07-25 02:20:09,645 - mmaction - INFO - Epoch [74][500/940] lr: 1.000e-03, eta: 5:15:36, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7129, top5_acc: 0.8812, loss_cls: 1.1706, loss: 1.1706, grad_norm: 5.2902 2020-07-25 02:20:21,516 - mmaction - INFO - Epoch [74][520/940] lr: 1.000e-03, eta: 5:15:19, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8840, loss_cls: 1.1404, loss: 1.1404, grad_norm: 5.2354 2020-07-25 02:20:33,954 - mmaction - INFO - Epoch [74][540/940] lr: 1.000e-03, eta: 5:15:03, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8848, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.3455 2020-07-25 02:20:45,625 - mmaction - INFO - Epoch [74][560/940] lr: 1.000e-03, eta: 5:14:47, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8764, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.3152 2020-07-25 02:20:58,040 - mmaction - INFO - Epoch [74][580/940] lr: 1.000e-03, eta: 5:14:30, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7031, top5_acc: 0.8738, loss_cls: 1.2118, loss: 1.2118, grad_norm: 5.3485 2020-07-25 02:21:09,802 - mmaction - INFO - Epoch [74][600/940] lr: 1.000e-03, eta: 5:14:14, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8844, loss_cls: 1.1466, loss: 1.1466, grad_norm: 5.2533 2020-07-25 02:21:21,507 - mmaction - INFO - Epoch [74][620/940] lr: 1.000e-03, eta: 5:13:57, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8779, loss_cls: 1.1958, loss: 1.1958, grad_norm: 5.3845 2020-07-25 02:21:34,005 - mmaction - INFO - Epoch [74][640/940] lr: 1.000e-03, eta: 5:13:41, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8869, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.3569 2020-07-25 02:21:45,653 - mmaction - INFO - Epoch [74][660/940] lr: 1.000e-03, eta: 5:13:25, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7074, top5_acc: 0.8773, loss_cls: 1.1873, loss: 1.1873, grad_norm: 5.3531 2020-07-25 02:21:58,101 - mmaction - INFO - Epoch [74][680/940] lr: 1.000e-03, eta: 5:13:08, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8785, loss_cls: 1.1806, loss: 1.1806, grad_norm: 5.2980 2020-07-25 02:22:09,876 - mmaction - INFO - Epoch [74][700/940] lr: 1.000e-03, eta: 5:12:52, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8811, loss_cls: 1.1691, loss: 1.1691, grad_norm: 5.2840 2020-07-25 02:22:22,110 - mmaction - INFO - Epoch [74][720/940] lr: 1.000e-03, eta: 5:12:36, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8777, loss_cls: 1.1741, loss: 1.1741, grad_norm: 5.2417 2020-07-25 02:22:34,754 - mmaction - INFO - Epoch [74][740/940] lr: 1.000e-03, eta: 5:12:20, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8879, loss_cls: 1.1662, loss: 1.1662, grad_norm: 5.3251 2020-07-25 02:22:46,500 - mmaction - INFO - Epoch [74][760/940] lr: 1.000e-03, eta: 5:12:03, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7082, top5_acc: 0.8799, loss_cls: 1.1849, loss: 1.1849, grad_norm: 5.3026 2020-07-25 02:22:58,767 - mmaction - INFO - Epoch [74][780/940] lr: 1.000e-03, eta: 5:11:47, time: 0.613, data_time: 0.003, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8809, loss_cls: 1.1650, loss: 1.1650, grad_norm: 5.2748 2020-07-25 02:23:10,414 - mmaction - INFO - Epoch [74][800/940] lr: 1.000e-03, eta: 5:11:30, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8791, loss_cls: 1.1883, loss: 1.1883, grad_norm: 5.3752 2020-07-25 02:23:22,818 - mmaction - INFO - Epoch [74][820/940] lr: 1.000e-03, eta: 5:11:14, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8811, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.3692 2020-07-25 02:23:34,617 - mmaction - INFO - Epoch [74][840/940] lr: 1.000e-03, eta: 5:10:58, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8824, loss_cls: 1.1737, loss: 1.1737, grad_norm: 5.3128 2020-07-25 02:23:46,306 - mmaction - INFO - Epoch [74][860/940] lr: 1.000e-03, eta: 5:10:41, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8775, loss_cls: 1.1634, loss: 1.1634, grad_norm: 5.2326 2020-07-25 02:23:58,711 - mmaction - INFO - Epoch [74][880/940] lr: 1.000e-03, eta: 5:10:25, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8881, loss_cls: 1.1364, loss: 1.1364, grad_norm: 5.3000 2020-07-25 02:24:10,391 - mmaction - INFO - Epoch [74][900/940] lr: 1.000e-03, eta: 5:10:09, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8811, loss_cls: 1.1590, loss: 1.1590, grad_norm: 5.3044 2020-07-25 02:24:22,864 - mmaction - INFO - Epoch [74][920/940] lr: 1.000e-03, eta: 5:09:53, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2139, loss: 1.2139, grad_norm: 5.4227 2020-07-25 02:24:34,031 - mmaction - INFO - Epoch [74][940/940] lr: 1.000e-03, eta: 5:09:36, time: 0.559, data_time: 0.002, memory: 8344, top1_acc: 0.7077, top5_acc: 0.8783, loss_cls: 1.1804, loss: 1.1804, grad_norm: 5.4115 2020-07-25 02:26:51,974 - mmaction - INFO - Epoch [75][20/940] lr: 1.000e-03, eta: 5:10:02, time: 6.576, data_time: 5.911, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8900, loss_cls: 1.1332, loss: 1.1332, grad_norm: 5.3127 2020-07-25 02:27:03,647 - mmaction - INFO - Epoch [75][40/940] lr: 1.000e-03, eta: 5:09:45, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8812, loss_cls: 1.1650, loss: 1.1650, grad_norm: 5.4199 2020-07-25 02:27:16,016 - mmaction - INFO - Epoch [75][60/940] lr: 1.000e-03, eta: 5:09:29, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8885, loss_cls: 1.1512, loss: 1.1512, grad_norm: 5.2505 2020-07-25 02:27:27,807 - mmaction - INFO - Epoch [75][80/940] lr: 1.000e-03, eta: 5:09:12, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8871, loss_cls: 1.1539, loss: 1.1539, grad_norm: 5.4047 2020-07-25 02:27:39,385 - mmaction - INFO - Epoch [75][100/940] lr: 1.000e-03, eta: 5:08:56, time: 0.578, data_time: 0.001, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8920, loss_cls: 1.1137, loss: 1.1137, grad_norm: 5.1907 2020-07-25 02:27:51,814 - mmaction - INFO - Epoch [75][120/940] lr: 1.000e-03, eta: 5:08:40, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8811, loss_cls: 1.1495, loss: 1.1495, grad_norm: 5.3948 2020-07-25 02:28:03,571 - mmaction - INFO - Epoch [75][140/940] lr: 1.000e-03, eta: 5:08:23, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8904, loss_cls: 1.1226, loss: 1.1226, grad_norm: 5.2892 2020-07-25 02:28:15,956 - mmaction - INFO - Epoch [75][160/940] lr: 1.000e-03, eta: 5:08:07, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8863, loss_cls: 1.1350, loss: 1.1350, grad_norm: 5.3771 2020-07-25 02:28:28,477 - mmaction - INFO - Epoch [75][180/940] lr: 1.000e-03, eta: 5:07:51, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8795, loss_cls: 1.1499, loss: 1.1499, grad_norm: 5.3121 2020-07-25 02:28:40,929 - mmaction - INFO - Epoch [75][200/940] lr: 1.000e-03, eta: 5:07:35, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7072, top5_acc: 0.8787, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.3762 2020-07-25 02:28:52,663 - mmaction - INFO - Epoch [75][220/940] lr: 1.000e-03, eta: 5:07:18, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8840, loss_cls: 1.1608, loss: 1.1608, grad_norm: 5.2426 2020-07-25 02:29:05,256 - mmaction - INFO - Epoch [75][240/940] lr: 1.000e-03, eta: 5:07:02, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8820, loss_cls: 1.1615, loss: 1.1615, grad_norm: 5.4414 2020-07-25 02:29:17,773 - mmaction - INFO - Epoch [75][260/940] lr: 1.000e-03, eta: 5:06:46, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1643, loss: 1.1643, grad_norm: 5.3139 2020-07-25 02:29:29,402 - mmaction - INFO - Epoch [75][280/940] lr: 1.000e-03, eta: 5:06:30, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8879, loss_cls: 1.1444, loss: 1.1444, grad_norm: 5.2191 2020-07-25 02:29:41,898 - mmaction - INFO - Epoch [75][300/940] lr: 1.000e-03, eta: 5:06:13, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8830, loss_cls: 1.1419, loss: 1.1419, grad_norm: 5.3189 2020-07-25 02:29:53,594 - mmaction - INFO - Epoch [75][320/940] lr: 1.000e-03, eta: 5:05:57, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8770, loss_cls: 1.1720, loss: 1.1720, grad_norm: 5.2198 2020-07-25 02:30:05,424 - mmaction - INFO - Epoch [75][340/940] lr: 1.000e-03, eta: 5:05:41, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8814, loss_cls: 1.1709, loss: 1.1709, grad_norm: 5.2996 2020-07-25 02:30:17,708 - mmaction - INFO - Epoch [75][360/940] lr: 1.000e-03, eta: 5:05:24, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8842, loss_cls: 1.1534, loss: 1.1534, grad_norm: 5.3222 2020-07-25 02:30:29,433 - mmaction - INFO - Epoch [75][380/940] lr: 1.000e-03, eta: 5:05:08, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8834, loss_cls: 1.1560, loss: 1.1560, grad_norm: 5.3437 2020-07-25 02:30:41,203 - mmaction - INFO - Epoch [75][400/940] lr: 1.000e-03, eta: 5:04:51, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8836, loss_cls: 1.1219, loss: 1.1219, grad_norm: 5.1036 2020-07-25 02:30:53,784 - mmaction - INFO - Epoch [75][420/940] lr: 1.000e-03, eta: 5:04:35, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8771, loss_cls: 1.1932, loss: 1.1932, grad_norm: 5.4031 2020-07-25 02:31:06,038 - mmaction - INFO - Epoch [75][440/940] lr: 1.000e-03, eta: 5:04:19, time: 0.614, data_time: 0.003, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8826, loss_cls: 1.1677, loss: 1.1677, grad_norm: 5.3555 2020-07-25 02:31:17,883 - mmaction - INFO - Epoch [75][460/940] lr: 1.000e-03, eta: 5:04:03, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8904, loss_cls: 1.1261, loss: 1.1261, grad_norm: 5.2734 2020-07-25 02:31:29,701 - mmaction - INFO - Epoch [75][480/940] lr: 1.000e-03, eta: 5:03:46, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8855, loss_cls: 1.1464, loss: 1.1464, grad_norm: 5.2704 2020-07-25 02:31:42,073 - mmaction - INFO - Epoch [75][500/940] lr: 1.000e-03, eta: 5:03:30, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7027, top5_acc: 0.8768, loss_cls: 1.2014, loss: 1.2014, grad_norm: 5.4645 2020-07-25 02:31:54,435 - mmaction - INFO - Epoch [75][520/940] lr: 1.000e-03, eta: 5:03:14, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8793, loss_cls: 1.1925, loss: 1.1925, grad_norm: 5.3480 2020-07-25 02:32:06,962 - mmaction - INFO - Epoch [75][540/940] lr: 1.000e-03, eta: 5:02:58, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7094, top5_acc: 0.8861, loss_cls: 1.1539, loss: 1.1539, grad_norm: 5.3943 2020-07-25 02:32:18,850 - mmaction - INFO - Epoch [75][560/940] lr: 1.000e-03, eta: 5:02:42, time: 0.595, data_time: 0.007, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8840, loss_cls: 1.1521, loss: 1.1521, grad_norm: 5.2548 2020-07-25 02:32:30,542 - mmaction - INFO - Epoch [75][580/940] lr: 1.000e-03, eta: 5:02:25, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8859, loss_cls: 1.1795, loss: 1.1795, grad_norm: 5.4372 2020-07-25 02:32:42,280 - mmaction - INFO - Epoch [75][600/940] lr: 1.000e-03, eta: 5:02:09, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7107, top5_acc: 0.8830, loss_cls: 1.1610, loss: 1.1610, grad_norm: 5.3408 2020-07-25 02:32:54,690 - mmaction - INFO - Epoch [75][620/940] lr: 1.000e-03, eta: 5:01:53, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8859, loss_cls: 1.1458, loss: 1.1458, grad_norm: 5.3506 2020-07-25 02:33:06,375 - mmaction - INFO - Epoch [75][640/940] lr: 1.000e-03, eta: 5:01:36, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8982, loss_cls: 1.1022, loss: 1.1022, grad_norm: 5.2771 2020-07-25 02:33:18,088 - mmaction - INFO - Epoch [75][660/940] lr: 1.000e-03, eta: 5:01:20, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8852, loss_cls: 1.1798, loss: 1.1798, grad_norm: 5.4019 2020-07-25 02:33:30,526 - mmaction - INFO - Epoch [75][680/940] lr: 1.000e-03, eta: 5:01:04, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8809, loss_cls: 1.2024, loss: 1.2024, grad_norm: 5.4194 2020-07-25 02:33:42,238 - mmaction - INFO - Epoch [75][700/940] lr: 1.000e-03, eta: 5:00:47, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8783, loss_cls: 1.1904, loss: 1.1904, grad_norm: 5.3854 2020-07-25 02:33:53,966 - mmaction - INFO - Epoch [75][720/940] lr: 1.000e-03, eta: 5:00:31, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8754, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.3493 2020-07-25 02:34:05,636 - mmaction - INFO - Epoch [75][740/940] lr: 1.000e-03, eta: 5:00:14, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8848, loss_cls: 1.1558, loss: 1.1558, grad_norm: 5.4223 2020-07-25 02:34:18,031 - mmaction - INFO - Epoch [75][760/940] lr: 1.000e-03, eta: 4:59:58, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7063, top5_acc: 0.8746, loss_cls: 1.1853, loss: 1.1853, grad_norm: 5.4255 2020-07-25 02:34:29,824 - mmaction - INFO - Epoch [75][780/940] lr: 1.000e-03, eta: 4:59:42, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8744, loss_cls: 1.1889, loss: 1.1889, grad_norm: 5.3390 2020-07-25 02:34:42,161 - mmaction - INFO - Epoch [75][800/940] lr: 1.000e-03, eta: 4:59:26, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8811, loss_cls: 1.1667, loss: 1.1667, grad_norm: 5.3109 2020-07-25 02:34:54,004 - mmaction - INFO - Epoch [75][820/940] lr: 1.000e-03, eta: 4:59:09, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7111, top5_acc: 0.8891, loss_cls: 1.1556, loss: 1.1556, grad_norm: 5.3978 2020-07-25 02:35:06,409 - mmaction - INFO - Epoch [75][840/940] lr: 1.000e-03, eta: 4:58:53, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8787, loss_cls: 1.1532, loss: 1.1532, grad_norm: 5.2612 2020-07-25 02:35:18,189 - mmaction - INFO - Epoch [75][860/940] lr: 1.000e-03, eta: 4:58:37, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8838, loss_cls: 1.1419, loss: 1.1419, grad_norm: 5.2243 2020-07-25 02:35:30,447 - mmaction - INFO - Epoch [75][880/940] lr: 1.000e-03, eta: 4:58:21, time: 0.614, data_time: 0.003, memory: 8344, top1_acc: 0.7068, top5_acc: 0.8791, loss_cls: 1.1982, loss: 1.1982, grad_norm: 5.3496 2020-07-25 02:35:42,153 - mmaction - INFO - Epoch [75][900/940] lr: 1.000e-03, eta: 4:58:04, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8900, loss_cls: 1.1249, loss: 1.1249, grad_norm: 5.2606 2020-07-25 02:35:54,622 - mmaction - INFO - Epoch [75][920/940] lr: 1.000e-03, eta: 4:57:48, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8873, loss_cls: 1.1518, loss: 1.1518, grad_norm: 5.3727 2020-07-25 02:36:05,777 - mmaction - INFO - Epoch [75][940/940] lr: 1.000e-03, eta: 4:57:32, time: 0.558, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8825, loss_cls: 1.1498, loss: 1.1498, grad_norm: 5.3162 2020-07-25 02:36:09,314 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-07-25 02:38:47,248 - mmaction - INFO - Epoch [76][20/940] lr: 1.000e-03, eta: 4:58:04, time: 7.874, data_time: 7.206, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8852, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.2969 2020-07-25 02:38:58,783 - mmaction - INFO - Epoch [76][40/940] lr: 1.000e-03, eta: 4:57:48, time: 0.576, data_time: 0.002, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8973, loss_cls: 1.0768, loss: 1.0768, grad_norm: 5.2249 2020-07-25 02:39:11,222 - mmaction - INFO - Epoch [76][60/940] lr: 1.000e-03, eta: 4:57:31, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8889, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.3005 2020-07-25 02:39:22,850 - mmaction - INFO - Epoch [76][80/940] lr: 1.000e-03, eta: 4:57:15, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7088, top5_acc: 0.8789, loss_cls: 1.1766, loss: 1.1766, grad_norm: 5.3966 2020-07-25 02:39:34,600 - mmaction - INFO - Epoch [76][100/940] lr: 1.000e-03, eta: 4:56:59, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1522, loss: 1.1522, grad_norm: 5.3807 2020-07-25 02:39:46,990 - mmaction - INFO - Epoch [76][120/940] lr: 1.000e-03, eta: 4:56:42, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8895, loss_cls: 1.1397, loss: 1.1397, grad_norm: 5.3909 2020-07-25 02:39:58,699 - mmaction - INFO - Epoch [76][140/940] lr: 1.000e-03, eta: 4:56:26, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8816, loss_cls: 1.1471, loss: 1.1471, grad_norm: 5.2679 2020-07-25 02:40:10,350 - mmaction - INFO - Epoch [76][160/940] lr: 1.000e-03, eta: 4:56:10, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7092, top5_acc: 0.8811, loss_cls: 1.1772, loss: 1.1772, grad_norm: 5.3688 2020-07-25 02:40:22,769 - mmaction - INFO - Epoch [76][180/940] lr: 1.000e-03, eta: 4:55:53, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7018, top5_acc: 0.8793, loss_cls: 1.1848, loss: 1.1848, grad_norm: 5.3691 2020-07-25 02:40:34,418 - mmaction - INFO - Epoch [76][200/940] lr: 1.000e-03, eta: 4:55:37, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8805, loss_cls: 1.1687, loss: 1.1687, grad_norm: 5.3330 2020-07-25 02:40:46,764 - mmaction - INFO - Epoch [76][220/940] lr: 1.000e-03, eta: 4:55:21, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8842, loss_cls: 1.1601, loss: 1.1601, grad_norm: 5.3274 2020-07-25 02:40:58,994 - mmaction - INFO - Epoch [76][240/940] lr: 1.000e-03, eta: 4:55:05, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8855, loss_cls: 1.1227, loss: 1.1227, grad_norm: 5.2739 2020-07-25 02:41:11,407 - mmaction - INFO - Epoch [76][260/940] lr: 1.000e-03, eta: 4:54:48, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7096, top5_acc: 0.8818, loss_cls: 1.1837, loss: 1.1837, grad_norm: 5.4212 2020-07-25 02:41:23,182 - mmaction - INFO - Epoch [76][280/940] lr: 1.000e-03, eta: 4:54:32, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8855, loss_cls: 1.1255, loss: 1.1255, grad_norm: 5.3487 2020-07-25 02:41:35,029 - mmaction - INFO - Epoch [76][300/940] lr: 1.000e-03, eta: 4:54:16, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7199, top5_acc: 0.8857, loss_cls: 1.1353, loss: 1.1353, grad_norm: 5.3098 2020-07-25 02:41:47,408 - mmaction - INFO - Epoch [76][320/940] lr: 1.000e-03, eta: 4:54:00, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8844, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.3257 2020-07-25 02:41:59,148 - mmaction - INFO - Epoch [76][340/940] lr: 1.000e-03, eta: 4:53:43, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8766, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.2813 2020-07-25 02:42:10,809 - mmaction - INFO - Epoch [76][360/940] lr: 1.000e-03, eta: 4:53:27, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8895, loss_cls: 1.1268, loss: 1.1268, grad_norm: 5.2916 2020-07-25 02:42:23,302 - mmaction - INFO - Epoch [76][380/940] lr: 1.000e-03, eta: 4:53:11, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8873, loss_cls: 1.1611, loss: 1.1611, grad_norm: 5.4727 2020-07-25 02:42:35,188 - mmaction - INFO - Epoch [76][400/940] lr: 1.000e-03, eta: 4:52:54, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.6975, top5_acc: 0.8748, loss_cls: 1.2331, loss: 1.2331, grad_norm: 5.5179 2020-07-25 02:42:47,591 - mmaction - INFO - Epoch [76][420/940] lr: 1.000e-03, eta: 4:52:38, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8756, loss_cls: 1.1899, loss: 1.1899, grad_norm: 5.3841 2020-07-25 02:42:59,259 - mmaction - INFO - Epoch [76][440/940] lr: 1.000e-03, eta: 4:52:22, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7033, top5_acc: 0.8785, loss_cls: 1.2041, loss: 1.2041, grad_norm: 5.3989 2020-07-25 02:43:10,905 - mmaction - INFO - Epoch [76][460/940] lr: 1.000e-03, eta: 4:52:06, time: 0.582, data_time: 0.003, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8928, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.2840 2020-07-25 02:43:23,219 - mmaction - INFO - Epoch [76][480/940] lr: 1.000e-03, eta: 4:51:49, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8930, loss_cls: 1.0945, loss: 1.0945, grad_norm: 5.2238 2020-07-25 02:43:34,932 - mmaction - INFO - Epoch [76][500/940] lr: 1.000e-03, eta: 4:51:33, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8812, loss_cls: 1.1789, loss: 1.1789, grad_norm: 5.4163 2020-07-25 02:43:46,619 - mmaction - INFO - Epoch [76][520/940] lr: 1.000e-03, eta: 4:51:17, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8824, loss_cls: 1.1371, loss: 1.1371, grad_norm: 5.2685 2020-07-25 02:43:58,327 - mmaction - INFO - Epoch [76][540/940] lr: 1.000e-03, eta: 4:51:00, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7020, top5_acc: 0.8812, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.5465 2020-07-25 02:44:10,077 - mmaction - INFO - Epoch [76][560/940] lr: 1.000e-03, eta: 4:50:44, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8775, loss_cls: 1.1802, loss: 1.1802, grad_norm: 5.5022 2020-07-25 02:44:22,451 - mmaction - INFO - Epoch [76][580/940] lr: 1.000e-03, eta: 4:50:28, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7043, top5_acc: 0.8740, loss_cls: 1.2095, loss: 1.2095, grad_norm: 5.4341 2020-07-25 02:44:34,126 - mmaction - INFO - Epoch [76][600/940] lr: 1.000e-03, eta: 4:50:12, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8793, loss_cls: 1.1640, loss: 1.1640, grad_norm: 5.2834 2020-07-25 02:44:46,461 - mmaction - INFO - Epoch [76][620/940] lr: 1.000e-03, eta: 4:49:56, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8867, loss_cls: 1.1619, loss: 1.1619, grad_norm: 5.4690 2020-07-25 02:44:58,152 - mmaction - INFO - Epoch [76][640/940] lr: 1.000e-03, eta: 4:49:39, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8879, loss_cls: 1.1091, loss: 1.1091, grad_norm: 5.2221 2020-07-25 02:45:10,567 - mmaction - INFO - Epoch [76][660/940] lr: 1.000e-03, eta: 4:49:23, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8770, loss_cls: 1.1901, loss: 1.1901, grad_norm: 5.4024 2020-07-25 02:45:22,907 - mmaction - INFO - Epoch [76][680/940] lr: 1.000e-03, eta: 4:49:07, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8811, loss_cls: 1.1805, loss: 1.1805, grad_norm: 5.3744 2020-07-25 02:45:34,776 - mmaction - INFO - Epoch [76][700/940] lr: 1.000e-03, eta: 4:48:51, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1828, loss: 1.1828, grad_norm: 5.4509 2020-07-25 02:45:46,548 - mmaction - INFO - Epoch [76][720/940] lr: 1.000e-03, eta: 4:48:34, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8879, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.4034 2020-07-25 02:45:58,231 - mmaction - INFO - Epoch [76][740/940] lr: 1.000e-03, eta: 4:48:18, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8840, loss_cls: 1.1726, loss: 1.1726, grad_norm: 5.4492 2020-07-25 02:46:10,061 - mmaction - INFO - Epoch [76][760/940] lr: 1.000e-03, eta: 4:48:02, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1295, loss: 1.1295, grad_norm: 5.2899 2020-07-25 02:46:21,766 - mmaction - INFO - Epoch [76][780/940] lr: 1.000e-03, eta: 4:47:45, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8785, loss_cls: 1.1774, loss: 1.1774, grad_norm: 5.3886 2020-07-25 02:46:33,453 - mmaction - INFO - Epoch [76][800/940] lr: 1.000e-03, eta: 4:47:29, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7055, top5_acc: 0.8771, loss_cls: 1.1988, loss: 1.1988, grad_norm: 5.4984 2020-07-25 02:46:46,003 - mmaction - INFO - Epoch [76][820/940] lr: 1.000e-03, eta: 4:47:13, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8873, loss_cls: 1.1558, loss: 1.1558, grad_norm: 5.3705 2020-07-25 02:46:57,673 - mmaction - INFO - Epoch [76][840/940] lr: 1.000e-03, eta: 4:46:57, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8758, loss_cls: 1.1931, loss: 1.1931, grad_norm: 5.4316 2020-07-25 02:47:09,432 - mmaction - INFO - Epoch [76][860/940] lr: 1.000e-03, eta: 4:46:40, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8881, loss_cls: 1.1624, loss: 1.1624, grad_norm: 5.4029 2020-07-25 02:47:21,211 - mmaction - INFO - Epoch [76][880/940] lr: 1.000e-03, eta: 4:46:24, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8799, loss_cls: 1.2022, loss: 1.2022, grad_norm: 5.4967 2020-07-25 02:47:33,747 - mmaction - INFO - Epoch [76][900/940] lr: 1.000e-03, eta: 4:46:08, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8922, loss_cls: 1.1183, loss: 1.1183, grad_norm: 5.3835 2020-07-25 02:47:45,718 - mmaction - INFO - Epoch [76][920/940] lr: 1.000e-03, eta: 4:45:52, time: 0.598, data_time: 0.001, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8881, loss_cls: 1.1255, loss: 1.1255, grad_norm: 5.3384 2020-07-25 02:47:56,815 - mmaction - INFO - Epoch [76][940/940] lr: 1.000e-03, eta: 4:45:35, time: 0.556, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8833, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.3692 2020-07-25 02:50:41,853 - mmaction - INFO - Epoch [77][20/940] lr: 1.000e-03, eta: 4:46:06, time: 7.980, data_time: 7.282, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8818, loss_cls: 1.1390, loss: 1.1390, grad_norm: 5.3581 2020-07-25 02:50:54,398 - mmaction - INFO - Epoch [77][40/940] lr: 1.000e-03, eta: 4:45:50, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8857, loss_cls: 1.1285, loss: 1.1285, grad_norm: 5.2479 2020-07-25 02:51:06,611 - mmaction - INFO - Epoch [77][60/940] lr: 1.000e-03, eta: 4:45:34, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8811, loss_cls: 1.1340, loss: 1.1340, grad_norm: 5.2272 2020-07-25 02:51:18,380 - mmaction - INFO - Epoch [77][80/940] lr: 1.000e-03, eta: 4:45:17, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8902, loss_cls: 1.1206, loss: 1.1206, grad_norm: 5.3584 2020-07-25 02:51:30,470 - mmaction - INFO - Epoch [77][100/940] lr: 1.000e-03, eta: 4:45:01, time: 0.605, data_time: 0.013, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8922, loss_cls: 1.1200, loss: 1.1200, grad_norm: 5.3057 2020-07-25 02:51:42,142 - mmaction - INFO - Epoch [77][120/940] lr: 1.000e-03, eta: 4:44:45, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8857, loss_cls: 1.1254, loss: 1.1254, grad_norm: 5.2726 2020-07-25 02:51:53,851 - mmaction - INFO - Epoch [77][140/940] lr: 1.000e-03, eta: 4:44:28, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7162, top5_acc: 0.8785, loss_cls: 1.1681, loss: 1.1681, grad_norm: 5.4328 2020-07-25 02:52:06,198 - mmaction - INFO - Epoch [77][160/940] lr: 1.000e-03, eta: 4:44:12, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8811, loss_cls: 1.1723, loss: 1.1723, grad_norm: 5.3486 2020-07-25 02:52:18,032 - mmaction - INFO - Epoch [77][180/940] lr: 1.000e-03, eta: 4:43:56, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8791, loss_cls: 1.1531, loss: 1.1531, grad_norm: 5.4370 2020-07-25 02:52:29,750 - mmaction - INFO - Epoch [77][200/940] lr: 1.000e-03, eta: 4:43:40, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8879, loss_cls: 1.1470, loss: 1.1470, grad_norm: 5.3479 2020-07-25 02:52:42,244 - mmaction - INFO - Epoch [77][220/940] lr: 1.000e-03, eta: 4:43:24, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8893, loss_cls: 1.1202, loss: 1.1202, grad_norm: 5.3004 2020-07-25 02:52:54,623 - mmaction - INFO - Epoch [77][240/940] lr: 1.000e-03, eta: 4:43:07, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8914, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.2950 2020-07-25 02:53:06,503 - mmaction - INFO - Epoch [77][260/940] lr: 1.000e-03, eta: 4:42:51, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8812, loss_cls: 1.1698, loss: 1.1698, grad_norm: 5.3998 2020-07-25 02:53:18,827 - mmaction - INFO - Epoch [77][280/940] lr: 1.000e-03, eta: 4:42:35, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8934, loss_cls: 1.0987, loss: 1.0987, grad_norm: 5.2471 2020-07-25 02:53:30,577 - mmaction - INFO - Epoch [77][300/940] lr: 1.000e-03, eta: 4:42:19, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8814, loss_cls: 1.1466, loss: 1.1466, grad_norm: 5.3216 2020-07-25 02:53:42,813 - mmaction - INFO - Epoch [77][320/940] lr: 1.000e-03, eta: 4:42:03, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8854, loss_cls: 1.1744, loss: 1.1744, grad_norm: 5.4045 2020-07-25 02:53:54,665 - mmaction - INFO - Epoch [77][340/940] lr: 1.000e-03, eta: 4:41:46, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8797, loss_cls: 1.1688, loss: 1.1688, grad_norm: 5.4189 2020-07-25 02:54:06,929 - mmaction - INFO - Epoch [77][360/940] lr: 1.000e-03, eta: 4:41:30, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8877, loss_cls: 1.1503, loss: 1.1503, grad_norm: 5.3177 2020-07-25 02:54:18,905 - mmaction - INFO - Epoch [77][380/940] lr: 1.000e-03, eta: 4:41:14, time: 0.599, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8877, loss_cls: 1.1176, loss: 1.1176, grad_norm: 5.3129 2020-07-25 02:54:30,556 - mmaction - INFO - Epoch [77][400/940] lr: 1.000e-03, eta: 4:40:58, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8924, loss_cls: 1.1270, loss: 1.1270, grad_norm: 5.3543 2020-07-25 02:54:42,219 - mmaction - INFO - Epoch [77][420/940] lr: 1.000e-03, eta: 4:40:41, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7104, top5_acc: 0.8787, loss_cls: 1.1943, loss: 1.1943, grad_norm: 5.5313 2020-07-25 02:54:54,056 - mmaction - INFO - Epoch [77][440/940] lr: 1.000e-03, eta: 4:40:25, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8857, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.4642 2020-07-25 02:55:05,699 - mmaction - INFO - Epoch [77][460/940] lr: 1.000e-03, eta: 4:40:09, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8809, loss_cls: 1.1434, loss: 1.1434, grad_norm: 5.2721 2020-07-25 02:55:18,056 - mmaction - INFO - Epoch [77][480/940] lr: 1.000e-03, eta: 4:39:53, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8816, loss_cls: 1.1794, loss: 1.1794, grad_norm: 5.4452 2020-07-25 02:55:29,719 - mmaction - INFO - Epoch [77][500/940] lr: 1.000e-03, eta: 4:39:36, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8838, loss_cls: 1.1715, loss: 1.1715, grad_norm: 5.4477 2020-07-25 02:55:41,497 - mmaction - INFO - Epoch [77][520/940] lr: 1.000e-03, eta: 4:39:20, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8873, loss_cls: 1.1410, loss: 1.1410, grad_norm: 5.2610 2020-07-25 02:55:53,287 - mmaction - INFO - Epoch [77][540/940] lr: 1.000e-03, eta: 4:39:04, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8830, loss_cls: 1.1475, loss: 1.1475, grad_norm: 5.3081 2020-07-25 02:56:05,105 - mmaction - INFO - Epoch [77][560/940] lr: 1.000e-03, eta: 4:38:48, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.6998, top5_acc: 0.8822, loss_cls: 1.1968, loss: 1.1968, grad_norm: 5.5173 2020-07-25 02:56:16,916 - mmaction - INFO - Epoch [77][580/940] lr: 1.000e-03, eta: 4:38:31, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8859, loss_cls: 1.1427, loss: 1.1427, grad_norm: 5.3104 2020-07-25 02:56:29,178 - mmaction - INFO - Epoch [77][600/940] lr: 1.000e-03, eta: 4:38:15, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8803, loss_cls: 1.1707, loss: 1.1707, grad_norm: 5.3697 2020-07-25 02:56:41,008 - mmaction - INFO - Epoch [77][620/940] lr: 1.000e-03, eta: 4:37:59, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8912, loss_cls: 1.1296, loss: 1.1296, grad_norm: 5.3633 2020-07-25 02:56:53,439 - mmaction - INFO - Epoch [77][640/940] lr: 1.000e-03, eta: 4:37:43, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8877, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.4169 2020-07-25 02:57:05,201 - mmaction - INFO - Epoch [77][660/940] lr: 1.000e-03, eta: 4:37:27, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8787, loss_cls: 1.1938, loss: 1.1938, grad_norm: 5.4109 2020-07-25 02:57:17,784 - mmaction - INFO - Epoch [77][680/940] lr: 1.000e-03, eta: 4:37:11, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8816, loss_cls: 1.1719, loss: 1.1719, grad_norm: 5.3788 2020-07-25 02:57:29,513 - mmaction - INFO - Epoch [77][700/940] lr: 1.000e-03, eta: 4:36:55, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8797, loss_cls: 1.1521, loss: 1.1521, grad_norm: 5.3596 2020-07-25 02:57:42,074 - mmaction - INFO - Epoch [77][720/940] lr: 1.000e-03, eta: 4:36:39, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8869, loss_cls: 1.1710, loss: 1.1710, grad_norm: 5.5393 2020-07-25 02:57:54,253 - mmaction - INFO - Epoch [77][740/940] lr: 1.000e-03, eta: 4:36:22, time: 0.610, data_time: 0.003, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8834, loss_cls: 1.1547, loss: 1.1547, grad_norm: 5.3570 2020-07-25 02:58:06,132 - mmaction - INFO - Epoch [77][760/940] lr: 1.000e-03, eta: 4:36:06, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8818, loss_cls: 1.1693, loss: 1.1693, grad_norm: 5.4171 2020-07-25 02:58:18,695 - mmaction - INFO - Epoch [77][780/940] lr: 1.000e-03, eta: 4:35:50, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8879, loss_cls: 1.1119, loss: 1.1119, grad_norm: 5.2422 2020-07-25 02:58:30,511 - mmaction - INFO - Epoch [77][800/940] lr: 1.000e-03, eta: 4:35:34, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8846, loss_cls: 1.1475, loss: 1.1475, grad_norm: 5.4146 2020-07-25 02:58:43,026 - mmaction - INFO - Epoch [77][820/940] lr: 1.000e-03, eta: 4:35:18, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8762, loss_cls: 1.1934, loss: 1.1934, grad_norm: 5.5091 2020-07-25 02:58:55,303 - mmaction - INFO - Epoch [77][840/940] lr: 1.000e-03, eta: 4:35:02, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8830, loss_cls: 1.1800, loss: 1.1800, grad_norm: 5.4267 2020-07-25 02:59:07,744 - mmaction - INFO - Epoch [77][860/940] lr: 1.000e-03, eta: 4:34:46, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8891, loss_cls: 1.1556, loss: 1.1556, grad_norm: 5.4513 2020-07-25 02:59:20,106 - mmaction - INFO - Epoch [77][880/940] lr: 1.000e-03, eta: 4:34:30, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8760, loss_cls: 1.1991, loss: 1.1991, grad_norm: 5.3999 2020-07-25 02:59:31,894 - mmaction - INFO - Epoch [77][900/940] lr: 1.000e-03, eta: 4:34:14, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7102, top5_acc: 0.8775, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.4260 2020-07-25 02:59:43,637 - mmaction - INFO - Epoch [77][920/940] lr: 1.000e-03, eta: 4:33:57, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8826, loss_cls: 1.1504, loss: 1.1504, grad_norm: 5.3619 2020-07-25 02:59:54,757 - mmaction - INFO - Epoch [77][940/940] lr: 1.000e-03, eta: 4:33:41, time: 0.556, data_time: 0.002, memory: 8344, top1_acc: 0.7006, top5_acc: 0.8756, loss_cls: 1.2000, loss: 1.2000, grad_norm: 5.5002 2020-07-25 03:02:27,089 - mmaction - INFO - Epoch [78][20/940] lr: 1.000e-03, eta: 4:34:06, time: 7.411, data_time: 6.713, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8875, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.3266 2020-07-25 03:02:39,427 - mmaction - INFO - Epoch [78][40/940] lr: 1.000e-03, eta: 4:33:49, time: 0.618, data_time: 0.004, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8854, loss_cls: 1.1529, loss: 1.1529, grad_norm: 5.4248 2020-07-25 03:02:51,738 - mmaction - INFO - Epoch [78][60/940] lr: 1.000e-03, eta: 4:33:33, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8889, loss_cls: 1.1303, loss: 1.1303, grad_norm: 5.3843 2020-07-25 03:03:03,351 - mmaction - INFO - Epoch [78][80/940] lr: 1.000e-03, eta: 4:33:17, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8768, loss_cls: 1.1697, loss: 1.1697, grad_norm: 5.4414 2020-07-25 03:03:15,050 - mmaction - INFO - Epoch [78][100/940] lr: 1.000e-03, eta: 4:33:01, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8904, loss_cls: 1.1238, loss: 1.1238, grad_norm: 5.3965 2020-07-25 03:03:27,534 - mmaction - INFO - Epoch [78][120/940] lr: 1.000e-03, eta: 4:32:45, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1421, loss: 1.1421, grad_norm: 5.3495 2020-07-25 03:03:39,718 - mmaction - INFO - Epoch [78][140/940] lr: 1.000e-03, eta: 4:32:29, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8768, loss_cls: 1.1878, loss: 1.1878, grad_norm: 5.3191 2020-07-25 03:03:51,622 - mmaction - INFO - Epoch [78][160/940] lr: 1.000e-03, eta: 4:32:12, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8879, loss_cls: 1.1237, loss: 1.1237, grad_norm: 5.3334 2020-07-25 03:04:04,146 - mmaction - INFO - Epoch [78][180/940] lr: 1.000e-03, eta: 4:31:56, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8887, loss_cls: 1.1354, loss: 1.1354, grad_norm: 5.3204 2020-07-25 03:04:16,438 - mmaction - INFO - Epoch [78][200/940] lr: 1.000e-03, eta: 4:31:40, time: 0.618, data_time: 0.006, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8852, loss_cls: 1.1626, loss: 1.1626, grad_norm: 5.4004 2020-07-25 03:04:28,074 - mmaction - INFO - Epoch [78][220/940] lr: 1.000e-03, eta: 4:31:24, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8844, loss_cls: 1.1543, loss: 1.1543, grad_norm: 5.3126 2020-07-25 03:04:39,919 - mmaction - INFO - Epoch [78][240/940] lr: 1.000e-03, eta: 4:31:08, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8900, loss_cls: 1.1343, loss: 1.1343, grad_norm: 5.3760 2020-07-25 03:04:52,362 - mmaction - INFO - Epoch [78][260/940] lr: 1.000e-03, eta: 4:30:52, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8803, loss_cls: 1.1693, loss: 1.1693, grad_norm: 5.3862 2020-07-25 03:05:04,038 - mmaction - INFO - Epoch [78][280/940] lr: 1.000e-03, eta: 4:30:36, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8863, loss_cls: 1.1410, loss: 1.1410, grad_norm: 5.2836 2020-07-25 03:05:15,662 - mmaction - INFO - Epoch [78][300/940] lr: 1.000e-03, eta: 4:30:19, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8912, loss_cls: 1.1040, loss: 1.1040, grad_norm: 5.3490 2020-07-25 03:05:28,105 - mmaction - INFO - Epoch [78][320/940] lr: 1.000e-03, eta: 4:30:03, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1021, loss: 1.1021, grad_norm: 5.3374 2020-07-25 03:05:39,735 - mmaction - INFO - Epoch [78][340/940] lr: 1.000e-03, eta: 4:29:47, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7160, top5_acc: 0.8803, loss_cls: 1.1756, loss: 1.1756, grad_norm: 5.4954 2020-07-25 03:05:52,119 - mmaction - INFO - Epoch [78][360/940] lr: 1.000e-03, eta: 4:29:31, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8836, loss_cls: 1.1643, loss: 1.1643, grad_norm: 5.4140 2020-07-25 03:06:03,843 - mmaction - INFO - Epoch [78][380/940] lr: 1.000e-03, eta: 4:29:15, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8895, loss_cls: 1.1580, loss: 1.1580, grad_norm: 5.4923 2020-07-25 03:06:15,567 - mmaction - INFO - Epoch [78][400/940] lr: 1.000e-03, eta: 4:28:58, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1702, loss: 1.1702, grad_norm: 5.4076 2020-07-25 03:06:27,274 - mmaction - INFO - Epoch [78][420/940] lr: 1.000e-03, eta: 4:28:42, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8766, loss_cls: 1.1738, loss: 1.1738, grad_norm: 5.4569 2020-07-25 03:06:39,610 - mmaction - INFO - Epoch [78][440/940] lr: 1.000e-03, eta: 4:28:26, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8736, loss_cls: 1.2018, loss: 1.2018, grad_norm: 5.5047 2020-07-25 03:06:51,321 - mmaction - INFO - Epoch [78][460/940] lr: 1.000e-03, eta: 4:28:10, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8887, loss_cls: 1.1333, loss: 1.1333, grad_norm: 5.3746 2020-07-25 03:07:03,835 - mmaction - INFO - Epoch [78][480/940] lr: 1.000e-03, eta: 4:27:54, time: 0.626, data_time: 0.006, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8859, loss_cls: 1.1530, loss: 1.1530, grad_norm: 5.4407 2020-07-25 03:07:16,141 - mmaction - INFO - Epoch [78][500/940] lr: 1.000e-03, eta: 4:27:38, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8879, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.3423 2020-07-25 03:07:28,090 - mmaction - INFO - Epoch [78][520/940] lr: 1.000e-03, eta: 4:27:22, time: 0.598, data_time: 0.003, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8846, loss_cls: 1.1595, loss: 1.1595, grad_norm: 5.4554 2020-07-25 03:07:40,533 - mmaction - INFO - Epoch [78][540/940] lr: 1.000e-03, eta: 4:27:06, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7008, top5_acc: 0.8869, loss_cls: 1.1755, loss: 1.1755, grad_norm: 5.6138 2020-07-25 03:07:52,243 - mmaction - INFO - Epoch [78][560/940] lr: 1.000e-03, eta: 4:26:50, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8832, loss_cls: 1.1578, loss: 1.1578, grad_norm: 5.4607 2020-07-25 03:08:04,645 - mmaction - INFO - Epoch [78][580/940] lr: 1.000e-03, eta: 4:26:34, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7113, top5_acc: 0.8840, loss_cls: 1.1763, loss: 1.1763, grad_norm: 5.4227 2020-07-25 03:08:16,560 - mmaction - INFO - Epoch [78][600/940] lr: 1.000e-03, eta: 4:26:17, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8873, loss_cls: 1.1456, loss: 1.1456, grad_norm: 5.4069 2020-07-25 03:08:28,271 - mmaction - INFO - Epoch [78][620/940] lr: 1.000e-03, eta: 4:26:01, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8832, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.4382 2020-07-25 03:08:39,891 - mmaction - INFO - Epoch [78][640/940] lr: 1.000e-03, eta: 4:25:45, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8836, loss_cls: 1.1453, loss: 1.1453, grad_norm: 5.4172 2020-07-25 03:08:52,060 - mmaction - INFO - Epoch [78][660/940] lr: 1.000e-03, eta: 4:25:29, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8717, loss_cls: 1.2054, loss: 1.2054, grad_norm: 5.4763 2020-07-25 03:09:03,740 - mmaction - INFO - Epoch [78][680/940] lr: 1.000e-03, eta: 4:25:13, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8916, loss_cls: 1.1299, loss: 1.1299, grad_norm: 5.3318 2020-07-25 03:09:15,418 - mmaction - INFO - Epoch [78][700/940] lr: 1.000e-03, eta: 4:24:56, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7141, top5_acc: 0.8863, loss_cls: 1.1344, loss: 1.1344, grad_norm: 5.3698 2020-07-25 03:09:27,162 - mmaction - INFO - Epoch [78][720/940] lr: 1.000e-03, eta: 4:24:40, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7090, top5_acc: 0.8770, loss_cls: 1.1950, loss: 1.1950, grad_norm: 5.5230 2020-07-25 03:09:38,984 - mmaction - INFO - Epoch [78][740/940] lr: 1.000e-03, eta: 4:24:24, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8787, loss_cls: 1.1913, loss: 1.1913, grad_norm: 5.5037 2020-07-25 03:09:50,814 - mmaction - INFO - Epoch [78][760/940] lr: 1.000e-03, eta: 4:24:08, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8871, loss_cls: 1.1655, loss: 1.1655, grad_norm: 5.4764 2020-07-25 03:10:03,213 - mmaction - INFO - Epoch [78][780/940] lr: 1.000e-03, eta: 4:23:52, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8832, loss_cls: 1.1484, loss: 1.1484, grad_norm: 5.4251 2020-07-25 03:10:15,116 - mmaction - INFO - Epoch [78][800/940] lr: 1.000e-03, eta: 4:23:36, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8877, loss_cls: 1.1257, loss: 1.1257, grad_norm: 5.3244 2020-07-25 03:10:27,527 - mmaction - INFO - Epoch [78][820/940] lr: 1.000e-03, eta: 4:23:20, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7086, top5_acc: 0.8814, loss_cls: 1.1721, loss: 1.1721, grad_norm: 5.3591 2020-07-25 03:10:39,356 - mmaction - INFO - Epoch [78][840/940] lr: 1.000e-03, eta: 4:23:04, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8873, loss_cls: 1.1446, loss: 1.1446, grad_norm: 5.5001 2020-07-25 03:10:51,655 - mmaction - INFO - Epoch [78][860/940] lr: 1.000e-03, eta: 4:22:48, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7049, top5_acc: 0.8709, loss_cls: 1.2084, loss: 1.2084, grad_norm: 5.5100 2020-07-25 03:11:03,497 - mmaction - INFO - Epoch [78][880/940] lr: 1.000e-03, eta: 4:22:32, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7053, top5_acc: 0.8807, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.4627 2020-07-25 03:11:15,212 - mmaction - INFO - Epoch [78][900/940] lr: 1.000e-03, eta: 4:22:15, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8805, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.3847 2020-07-25 03:11:26,900 - mmaction - INFO - Epoch [78][920/940] lr: 1.000e-03, eta: 4:21:59, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1268, loss: 1.1268, grad_norm: 5.4155 2020-07-25 03:11:37,997 - mmaction - INFO - Epoch [78][940/940] lr: 1.000e-03, eta: 4:21:43, time: 0.554, data_time: 0.001, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8961, loss_cls: 1.1052, loss: 1.1052, grad_norm: 5.4815 2020-07-25 03:14:14,271 - mmaction - INFO - Epoch [79][20/940] lr: 1.000e-03, eta: 4:22:06, time: 7.569, data_time: 6.822, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8883, loss_cls: 1.1084, loss: 1.1084, grad_norm: 5.4586 2020-07-25 03:14:25,863 - mmaction - INFO - Epoch [79][40/940] lr: 1.000e-03, eta: 4:21:50, time: 0.579, data_time: 0.003, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8889, loss_cls: 1.1174, loss: 1.1174, grad_norm: 5.3407 2020-07-25 03:14:38,398 - mmaction - INFO - Epoch [79][60/940] lr: 1.000e-03, eta: 4:21:34, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8832, loss_cls: 1.1770, loss: 1.1770, grad_norm: 5.4451 2020-07-25 03:14:50,123 - mmaction - INFO - Epoch [79][80/940] lr: 1.000e-03, eta: 4:21:18, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8803, loss_cls: 1.1630, loss: 1.1630, grad_norm: 5.4712 2020-07-25 03:15:01,725 - mmaction - INFO - Epoch [79][100/940] lr: 1.000e-03, eta: 4:21:01, time: 0.579, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8844, loss_cls: 1.1731, loss: 1.1731, grad_norm: 5.5195 2020-07-25 03:15:14,148 - mmaction - INFO - Epoch [79][120/940] lr: 1.000e-03, eta: 4:20:45, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8814, loss_cls: 1.1343, loss: 1.1343, grad_norm: 5.3176 2020-07-25 03:15:25,812 - mmaction - INFO - Epoch [79][140/940] lr: 1.000e-03, eta: 4:20:29, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8871, loss_cls: 1.1377, loss: 1.1377, grad_norm: 5.4583 2020-07-25 03:15:38,259 - mmaction - INFO - Epoch [79][160/940] lr: 1.000e-03, eta: 4:20:13, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8809, loss_cls: 1.1687, loss: 1.1687, grad_norm: 5.3911 2020-07-25 03:15:49,894 - mmaction - INFO - Epoch [79][180/940] lr: 1.000e-03, eta: 4:19:57, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8857, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.3308 2020-07-25 03:16:02,463 - mmaction - INFO - Epoch [79][200/940] lr: 1.000e-03, eta: 4:19:41, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8861, loss_cls: 1.1327, loss: 1.1327, grad_norm: 5.3666 2020-07-25 03:16:14,733 - mmaction - INFO - Epoch [79][220/940] lr: 1.000e-03, eta: 4:19:25, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8822, loss_cls: 1.1616, loss: 1.1616, grad_norm: 5.4542 2020-07-25 03:16:27,149 - mmaction - INFO - Epoch [79][240/940] lr: 1.000e-03, eta: 4:19:09, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8873, loss_cls: 1.1402, loss: 1.1402, grad_norm: 5.3537 2020-07-25 03:16:39,068 - mmaction - INFO - Epoch [79][260/940] lr: 1.000e-03, eta: 4:18:53, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7109, top5_acc: 0.8785, loss_cls: 1.1780, loss: 1.1780, grad_norm: 5.4568 2020-07-25 03:16:51,446 - mmaction - INFO - Epoch [79][280/940] lr: 1.000e-03, eta: 4:18:37, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8742, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.4684 2020-07-25 03:17:03,198 - mmaction - INFO - Epoch [79][300/940] lr: 1.000e-03, eta: 4:18:21, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8873, loss_cls: 1.1363, loss: 1.1363, grad_norm: 5.4241 2020-07-25 03:17:15,568 - mmaction - INFO - Epoch [79][320/940] lr: 1.000e-03, eta: 4:18:05, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8799, loss_cls: 1.1591, loss: 1.1591, grad_norm: 5.4400 2020-07-25 03:17:27,321 - mmaction - INFO - Epoch [79][340/940] lr: 1.000e-03, eta: 4:17:49, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8848, loss_cls: 1.1460, loss: 1.1460, grad_norm: 5.5367 2020-07-25 03:17:39,738 - mmaction - INFO - Epoch [79][360/940] lr: 1.000e-03, eta: 4:17:33, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8885, loss_cls: 1.1077, loss: 1.1077, grad_norm: 5.4341 2020-07-25 03:17:51,611 - mmaction - INFO - Epoch [79][380/940] lr: 1.000e-03, eta: 4:17:16, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8906, loss_cls: 1.0963, loss: 1.0963, grad_norm: 5.3330 2020-07-25 03:18:03,964 - mmaction - INFO - Epoch [79][400/940] lr: 1.000e-03, eta: 4:17:00, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8836, loss_cls: 1.1589, loss: 1.1589, grad_norm: 5.4679 2020-07-25 03:18:15,659 - mmaction - INFO - Epoch [79][420/940] lr: 1.000e-03, eta: 4:16:44, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8801, loss_cls: 1.1842, loss: 1.1842, grad_norm: 5.5620 2020-07-25 03:18:27,535 - mmaction - INFO - Epoch [79][440/940] lr: 1.000e-03, eta: 4:16:28, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8904, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.4023 2020-07-25 03:18:39,377 - mmaction - INFO - Epoch [79][460/940] lr: 1.000e-03, eta: 4:16:12, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8799, loss_cls: 1.1546, loss: 1.1546, grad_norm: 5.3913 2020-07-25 03:18:51,702 - mmaction - INFO - Epoch [79][480/940] lr: 1.000e-03, eta: 4:15:56, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8830, loss_cls: 1.1319, loss: 1.1319, grad_norm: 5.4267 2020-07-25 03:19:04,075 - mmaction - INFO - Epoch [79][500/940] lr: 1.000e-03, eta: 4:15:40, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7363, top5_acc: 0.8840, loss_cls: 1.1186, loss: 1.1186, grad_norm: 5.3439 2020-07-25 03:19:15,696 - mmaction - INFO - Epoch [79][520/940] lr: 1.000e-03, eta: 4:15:24, time: 0.579, data_time: 0.001, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8855, loss_cls: 1.1437, loss: 1.1437, grad_norm: 5.5153 2020-07-25 03:19:28,117 - mmaction - INFO - Epoch [79][540/940] lr: 1.000e-03, eta: 4:15:08, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8881, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.3869 2020-07-25 03:19:39,801 - mmaction - INFO - Epoch [79][560/940] lr: 1.000e-03, eta: 4:14:52, time: 0.583, data_time: 0.004, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8908, loss_cls: 1.1218, loss: 1.1218, grad_norm: 5.3960 2020-07-25 03:19:51,558 - mmaction - INFO - Epoch [79][580/940] lr: 1.000e-03, eta: 4:14:36, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8873, loss_cls: 1.1366, loss: 1.1366, grad_norm: 5.4133 2020-07-25 03:20:03,282 - mmaction - INFO - Epoch [79][600/940] lr: 1.000e-03, eta: 4:14:19, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8850, loss_cls: 1.1408, loss: 1.1408, grad_norm: 5.3351 2020-07-25 03:20:15,610 - mmaction - INFO - Epoch [79][620/940] lr: 1.000e-03, eta: 4:14:03, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7061, top5_acc: 0.8758, loss_cls: 1.2030, loss: 1.2030, grad_norm: 5.6193 2020-07-25 03:20:27,283 - mmaction - INFO - Epoch [79][640/940] lr: 1.000e-03, eta: 4:13:47, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8867, loss_cls: 1.1399, loss: 1.1399, grad_norm: 5.4697 2020-07-25 03:20:39,520 - mmaction - INFO - Epoch [79][660/940] lr: 1.000e-03, eta: 4:13:31, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1544, loss: 1.1544, grad_norm: 5.3840 2020-07-25 03:20:51,216 - mmaction - INFO - Epoch [79][680/940] lr: 1.000e-03, eta: 4:13:15, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8850, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.4785 2020-07-25 03:21:03,614 - mmaction - INFO - Epoch [79][700/940] lr: 1.000e-03, eta: 4:12:59, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8832, loss_cls: 1.1390, loss: 1.1390, grad_norm: 5.4334 2020-07-25 03:21:15,357 - mmaction - INFO - Epoch [79][720/940] lr: 1.000e-03, eta: 4:12:43, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8828, loss_cls: 1.1399, loss: 1.1399, grad_norm: 5.3854 2020-07-25 03:21:27,107 - mmaction - INFO - Epoch [79][740/940] lr: 1.000e-03, eta: 4:12:27, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7170, top5_acc: 0.8779, loss_cls: 1.1612, loss: 1.1612, grad_norm: 5.4410 2020-07-25 03:21:39,013 - mmaction - INFO - Epoch [79][760/940] lr: 1.000e-03, eta: 4:12:11, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8850, loss_cls: 1.1307, loss: 1.1307, grad_norm: 5.4047 2020-07-25 03:21:50,643 - mmaction - INFO - Epoch [79][780/940] lr: 1.000e-03, eta: 4:11:55, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8828, loss_cls: 1.1389, loss: 1.1389, grad_norm: 5.4282 2020-07-25 03:22:02,910 - mmaction - INFO - Epoch [79][800/940] lr: 1.000e-03, eta: 4:11:39, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8883, loss_cls: 1.1111, loss: 1.1111, grad_norm: 5.3243 2020-07-25 03:22:14,699 - mmaction - INFO - Epoch [79][820/940] lr: 1.000e-03, eta: 4:11:23, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7164, top5_acc: 0.8816, loss_cls: 1.1695, loss: 1.1695, grad_norm: 5.5887 2020-07-25 03:22:27,803 - mmaction - INFO - Epoch [79][840/940] lr: 1.000e-03, eta: 4:11:07, time: 0.655, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8805, loss_cls: 1.1593, loss: 1.1593, grad_norm: 5.3883 2020-07-25 03:22:40,209 - mmaction - INFO - Epoch [79][860/940] lr: 1.000e-03, eta: 4:10:51, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8885, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.3460 2020-07-25 03:22:51,880 - mmaction - INFO - Epoch [79][880/940] lr: 1.000e-03, eta: 4:10:35, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8848, loss_cls: 1.1453, loss: 1.1453, grad_norm: 5.4609 2020-07-25 03:23:04,531 - mmaction - INFO - Epoch [79][900/940] lr: 1.000e-03, eta: 4:10:19, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8850, loss_cls: 1.1532, loss: 1.1532, grad_norm: 5.4142 2020-07-25 03:23:16,202 - mmaction - INFO - Epoch [79][920/940] lr: 1.000e-03, eta: 4:10:03, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8809, loss_cls: 1.1527, loss: 1.1527, grad_norm: 5.4329 2020-07-25 03:23:27,436 - mmaction - INFO - Epoch [79][940/940] lr: 1.000e-03, eta: 4:09:47, time: 0.562, data_time: 0.002, memory: 8344, top1_acc: 0.7114, top5_acc: 0.8878, loss_cls: 1.1563, loss: 1.1563, grad_norm: 5.5496 2020-07-25 03:25:46,822 - mmaction - INFO - Epoch [80][20/940] lr: 1.000e-03, eta: 4:10:03, time: 6.609, data_time: 5.972, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8910, loss_cls: 1.1138, loss: 1.1138, grad_norm: 5.3256 2020-07-25 03:25:59,129 - mmaction - INFO - Epoch [80][40/940] lr: 1.000e-03, eta: 4:09:47, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8824, loss_cls: 1.1675, loss: 1.1675, grad_norm: 5.5109 2020-07-25 03:26:11,371 - mmaction - INFO - Epoch [80][60/940] lr: 1.000e-03, eta: 4:09:31, time: 0.611, data_time: 0.003, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8818, loss_cls: 1.1539, loss: 1.1539, grad_norm: 5.3923 2020-07-25 03:26:23,238 - mmaction - INFO - Epoch [80][80/940] lr: 1.000e-03, eta: 4:09:14, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8918, loss_cls: 1.1040, loss: 1.1040, grad_norm: 5.3777 2020-07-25 03:26:34,840 - mmaction - INFO - Epoch [80][100/940] lr: 1.000e-03, eta: 4:08:58, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8857, loss_cls: 1.1473, loss: 1.1473, grad_norm: 5.4221 2020-07-25 03:26:46,548 - mmaction - INFO - Epoch [80][120/940] lr: 1.000e-03, eta: 4:08:42, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7139, top5_acc: 0.8877, loss_cls: 1.1424, loss: 1.1424, grad_norm: 5.3919 2020-07-25 03:26:58,922 - mmaction - INFO - Epoch [80][140/940] lr: 1.000e-03, eta: 4:08:26, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8877, loss_cls: 1.1340, loss: 1.1340, grad_norm: 5.4403 2020-07-25 03:27:11,252 - mmaction - INFO - Epoch [80][160/940] lr: 1.000e-03, eta: 4:08:10, time: 0.617, data_time: 0.003, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8947, loss_cls: 1.0988, loss: 1.0988, grad_norm: 5.4508 2020-07-25 03:27:22,996 - mmaction - INFO - Epoch [80][180/940] lr: 1.000e-03, eta: 4:07:54, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8908, loss_cls: 1.1000, loss: 1.1000, grad_norm: 5.3370 2020-07-25 03:27:34,696 - mmaction - INFO - Epoch [80][200/940] lr: 1.000e-03, eta: 4:07:38, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8773, loss_cls: 1.1754, loss: 1.1754, grad_norm: 5.4209 2020-07-25 03:27:46,432 - mmaction - INFO - Epoch [80][220/940] lr: 1.000e-03, eta: 4:07:22, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7123, top5_acc: 0.8848, loss_cls: 1.1478, loss: 1.1478, grad_norm: 5.4035 2020-07-25 03:27:58,931 - mmaction - INFO - Epoch [80][240/940] lr: 1.000e-03, eta: 4:07:06, time: 0.625, data_time: 0.003, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8756, loss_cls: 1.1846, loss: 1.1846, grad_norm: 5.5128 2020-07-25 03:28:10,613 - mmaction - INFO - Epoch [80][260/940] lr: 1.000e-03, eta: 4:06:50, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8895, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.3598 2020-07-25 03:28:22,309 - mmaction - INFO - Epoch [80][280/940] lr: 1.000e-03, eta: 4:06:34, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8867, loss_cls: 1.1281, loss: 1.1281, grad_norm: 5.3868 2020-07-25 03:28:33,978 - mmaction - INFO - Epoch [80][300/940] lr: 1.000e-03, eta: 4:06:18, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7098, top5_acc: 0.8781, loss_cls: 1.1868, loss: 1.1868, grad_norm: 5.5011 2020-07-25 03:28:45,626 - mmaction - INFO - Epoch [80][320/940] lr: 1.000e-03, eta: 4:06:01, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8932, loss_cls: 1.1255, loss: 1.1255, grad_norm: 5.4032 2020-07-25 03:28:58,064 - mmaction - INFO - Epoch [80][340/940] lr: 1.000e-03, eta: 4:05:45, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8809, loss_cls: 1.1422, loss: 1.1422, grad_norm: 5.4804 2020-07-25 03:29:10,312 - mmaction - INFO - Epoch [80][360/940] lr: 1.000e-03, eta: 4:05:30, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8836, loss_cls: 1.1185, loss: 1.1185, grad_norm: 5.2591 2020-07-25 03:29:22,047 - mmaction - INFO - Epoch [80][380/940] lr: 1.000e-03, eta: 4:05:13, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8840, loss_cls: 1.1462, loss: 1.1462, grad_norm: 5.4920 2020-07-25 03:29:34,466 - mmaction - INFO - Epoch [80][400/940] lr: 1.000e-03, eta: 4:04:57, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7025, top5_acc: 0.8793, loss_cls: 1.1956, loss: 1.1956, grad_norm: 5.5801 2020-07-25 03:29:46,237 - mmaction - INFO - Epoch [80][420/940] lr: 1.000e-03, eta: 4:04:41, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7121, top5_acc: 0.8848, loss_cls: 1.1561, loss: 1.1561, grad_norm: 5.4772 2020-07-25 03:29:57,846 - mmaction - INFO - Epoch [80][440/940] lr: 1.000e-03, eta: 4:04:25, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8822, loss_cls: 1.1466, loss: 1.1466, grad_norm: 5.4218 2020-07-25 03:30:09,561 - mmaction - INFO - Epoch [80][460/940] lr: 1.000e-03, eta: 4:04:09, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8885, loss_cls: 1.1242, loss: 1.1242, grad_norm: 5.3910 2020-07-25 03:30:21,923 - mmaction - INFO - Epoch [80][480/940] lr: 1.000e-03, eta: 4:03:53, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8846, loss_cls: 1.1339, loss: 1.1339, grad_norm: 5.4855 2020-07-25 03:30:33,841 - mmaction - INFO - Epoch [80][500/940] lr: 1.000e-03, eta: 4:03:37, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8824, loss_cls: 1.1675, loss: 1.1675, grad_norm: 5.3952 2020-07-25 03:30:45,600 - mmaction - INFO - Epoch [80][520/940] lr: 1.000e-03, eta: 4:03:21, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8855, loss_cls: 1.1556, loss: 1.1556, grad_norm: 5.5214 2020-07-25 03:30:58,029 - mmaction - INFO - Epoch [80][540/940] lr: 1.000e-03, eta: 4:03:05, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8854, loss_cls: 1.1687, loss: 1.1687, grad_norm: 5.6053 2020-07-25 03:31:09,904 - mmaction - INFO - Epoch [80][560/940] lr: 1.000e-03, eta: 4:02:49, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8889, loss_cls: 1.1114, loss: 1.1114, grad_norm: 5.3573 2020-07-25 03:31:21,568 - mmaction - INFO - Epoch [80][580/940] lr: 1.000e-03, eta: 4:02:33, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8820, loss_cls: 1.1377, loss: 1.1377, grad_norm: 5.4300 2020-07-25 03:31:33,390 - mmaction - INFO - Epoch [80][600/940] lr: 1.000e-03, eta: 4:02:17, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7100, top5_acc: 0.8848, loss_cls: 1.1491, loss: 1.1491, grad_norm: 5.4265 2020-07-25 03:31:45,088 - mmaction - INFO - Epoch [80][620/940] lr: 1.000e-03, eta: 4:02:01, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8840, loss_cls: 1.1584, loss: 1.1584, grad_norm: 5.5318 2020-07-25 03:31:56,857 - mmaction - INFO - Epoch [80][640/940] lr: 1.000e-03, eta: 4:01:45, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7131, top5_acc: 0.8854, loss_cls: 1.1621, loss: 1.1621, grad_norm: 5.5593 2020-07-25 03:32:08,657 - mmaction - INFO - Epoch [80][660/940] lr: 1.000e-03, eta: 4:01:29, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8885, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.4461 2020-07-25 03:32:20,475 - mmaction - INFO - Epoch [80][680/940] lr: 1.000e-03, eta: 4:01:13, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8867, loss_cls: 1.1510, loss: 1.1510, grad_norm: 5.5041 2020-07-25 03:32:32,244 - mmaction - INFO - Epoch [80][700/940] lr: 1.000e-03, eta: 4:00:57, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8906, loss_cls: 1.0895, loss: 1.0895, grad_norm: 5.3619 2020-07-25 03:32:44,693 - mmaction - INFO - Epoch [80][720/940] lr: 1.000e-03, eta: 4:00:41, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8881, loss_cls: 1.1505, loss: 1.1505, grad_norm: 5.4747 2020-07-25 03:32:56,478 - mmaction - INFO - Epoch [80][740/940] lr: 1.000e-03, eta: 4:00:25, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7158, top5_acc: 0.8836, loss_cls: 1.1468, loss: 1.1468, grad_norm: 5.4603 2020-07-25 03:33:08,314 - mmaction - INFO - Epoch [80][760/940] lr: 1.000e-03, eta: 4:00:09, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7080, top5_acc: 0.8799, loss_cls: 1.1841, loss: 1.1841, grad_norm: 5.5806 2020-07-25 03:33:19,909 - mmaction - INFO - Epoch [80][780/940] lr: 1.000e-03, eta: 3:59:53, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8865, loss_cls: 1.1212, loss: 1.1212, grad_norm: 5.3729 2020-07-25 03:33:32,339 - mmaction - INFO - Epoch [80][800/940] lr: 1.000e-03, eta: 3:59:37, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8859, loss_cls: 1.1678, loss: 1.1678, grad_norm: 5.5183 2020-07-25 03:33:44,906 - mmaction - INFO - Epoch [80][820/940] lr: 1.000e-03, eta: 3:59:21, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8871, loss_cls: 1.1433, loss: 1.1433, grad_norm: 5.4933 2020-07-25 03:33:56,543 - mmaction - INFO - Epoch [80][840/940] lr: 1.000e-03, eta: 3:59:05, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8807, loss_cls: 1.1618, loss: 1.1618, grad_norm: 5.4937 2020-07-25 03:34:09,121 - mmaction - INFO - Epoch [80][860/940] lr: 1.000e-03, eta: 3:58:49, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8859, loss_cls: 1.1406, loss: 1.1406, grad_norm: 5.4054 2020-07-25 03:34:20,751 - mmaction - INFO - Epoch [80][880/940] lr: 1.000e-03, eta: 3:58:33, time: 0.581, data_time: 0.003, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8814, loss_cls: 1.1627, loss: 1.1627, grad_norm: 5.5079 2020-07-25 03:34:32,644 - mmaction - INFO - Epoch [80][900/940] lr: 1.000e-03, eta: 3:58:17, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8871, loss_cls: 1.1447, loss: 1.1447, grad_norm: 5.4197 2020-07-25 03:34:44,496 - mmaction - INFO - Epoch [80][920/940] lr: 1.000e-03, eta: 3:58:01, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8840, loss_cls: 1.1542, loss: 1.1542, grad_norm: 5.4956 2020-07-25 03:34:55,589 - mmaction - INFO - Epoch [80][940/940] lr: 1.000e-03, eta: 3:57:45, time: 0.556, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8870, loss_cls: 1.1514, loss: 1.1514, grad_norm: 5.4964 2020-07-25 03:35:00,472 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-25 03:37:11,126 - mmaction - INFO - Epoch [81][20/940] lr: 1.000e-04, eta: 3:57:58, time: 6.512, data_time: 5.855, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8846, loss_cls: 1.1502, loss: 1.1502, grad_norm: 5.4419 2020-07-25 03:37:22,711 - mmaction - INFO - Epoch [81][40/940] lr: 1.000e-04, eta: 3:57:42, time: 0.579, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8965, loss_cls: 1.1119, loss: 1.1119, grad_norm: 5.4240 2020-07-25 03:37:35,174 - mmaction - INFO - Epoch [81][60/940] lr: 1.000e-04, eta: 3:57:26, time: 0.624, data_time: 0.008, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8857, loss_cls: 1.1303, loss: 1.1303, grad_norm: 5.3865 2020-07-25 03:37:46,886 - mmaction - INFO - Epoch [81][80/940] lr: 1.000e-04, eta: 3:57:10, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8893, loss_cls: 1.1253, loss: 1.1253, grad_norm: 5.4430 2020-07-25 03:37:58,488 - mmaction - INFO - Epoch [81][100/940] lr: 1.000e-04, eta: 3:56:54, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8949, loss_cls: 1.1165, loss: 1.1165, grad_norm: 5.4699 2020-07-25 03:38:10,123 - mmaction - INFO - Epoch [81][120/940] lr: 1.000e-04, eta: 3:56:38, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8871, loss_cls: 1.1098, loss: 1.1098, grad_norm: 5.3334 2020-07-25 03:38:21,857 - mmaction - INFO - Epoch [81][140/940] lr: 1.000e-04, eta: 3:56:22, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8936, loss_cls: 1.0834, loss: 1.0834, grad_norm: 5.2591 2020-07-25 03:38:33,717 - mmaction - INFO - Epoch [81][160/940] lr: 1.000e-04, eta: 3:56:06, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8873, loss_cls: 1.1201, loss: 1.1201, grad_norm: 5.4241 2020-07-25 03:38:45,317 - mmaction - INFO - Epoch [81][180/940] lr: 1.000e-04, eta: 3:55:50, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8922, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.4001 2020-07-25 03:38:57,192 - mmaction - INFO - Epoch [81][200/940] lr: 1.000e-04, eta: 3:55:34, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8844, loss_cls: 1.1480, loss: 1.1480, grad_norm: 5.4346 2020-07-25 03:39:08,827 - mmaction - INFO - Epoch [81][220/940] lr: 1.000e-04, eta: 3:55:18, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.1665, loss: 1.1665, grad_norm: 5.4508 2020-07-25 03:39:20,546 - mmaction - INFO - Epoch [81][240/940] lr: 1.000e-04, eta: 3:55:02, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7143, top5_acc: 0.8770, loss_cls: 1.1742, loss: 1.1742, grad_norm: 5.4684 2020-07-25 03:39:33,180 - mmaction - INFO - Epoch [81][260/940] lr: 1.000e-04, eta: 3:54:46, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8896, loss_cls: 1.0935, loss: 1.0935, grad_norm: 5.3988 2020-07-25 03:39:45,472 - mmaction - INFO - Epoch [81][280/940] lr: 1.000e-04, eta: 3:54:30, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8914, loss_cls: 1.1211, loss: 1.1211, grad_norm: 5.3704 2020-07-25 03:39:57,803 - mmaction - INFO - Epoch [81][300/940] lr: 1.000e-04, eta: 3:54:14, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8898, loss_cls: 1.1441, loss: 1.1441, grad_norm: 5.3631 2020-07-25 03:40:09,639 - mmaction - INFO - Epoch [81][320/940] lr: 1.000e-04, eta: 3:53:58, time: 0.592, data_time: 0.006, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8881, loss_cls: 1.1471, loss: 1.1471, grad_norm: 5.3909 2020-07-25 03:40:21,329 - mmaction - INFO - Epoch [81][340/940] lr: 1.000e-04, eta: 3:53:42, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7428, top5_acc: 0.8990, loss_cls: 1.0719, loss: 1.0719, grad_norm: 5.2986 2020-07-25 03:40:33,567 - mmaction - INFO - Epoch [81][360/940] lr: 1.000e-04, eta: 3:53:26, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8971, loss_cls: 1.0773, loss: 1.0773, grad_norm: 5.3778 2020-07-25 03:40:45,513 - mmaction - INFO - Epoch [81][380/940] lr: 1.000e-04, eta: 3:53:10, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8777, loss_cls: 1.1537, loss: 1.1537, grad_norm: 5.4367 2020-07-25 03:40:57,867 - mmaction - INFO - Epoch [81][400/940] lr: 1.000e-04, eta: 3:52:54, time: 0.619, data_time: 0.003, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8859, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.4050 2020-07-25 03:41:09,676 - mmaction - INFO - Epoch [81][420/940] lr: 1.000e-04, eta: 3:52:38, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8906, loss_cls: 1.1073, loss: 1.1073, grad_norm: 5.4012 2020-07-25 03:41:21,369 - mmaction - INFO - Epoch [81][440/940] lr: 1.000e-04, eta: 3:52:22, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8896, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.4645 2020-07-25 03:41:33,923 - mmaction - INFO - Epoch [81][460/940] lr: 1.000e-04, eta: 3:52:06, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8828, loss_cls: 1.1368, loss: 1.1368, grad_norm: 5.4139 2020-07-25 03:41:45,585 - mmaction - INFO - Epoch [81][480/940] lr: 1.000e-04, eta: 3:51:50, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7311, top5_acc: 0.8953, loss_cls: 1.0738, loss: 1.0738, grad_norm: 5.2859 2020-07-25 03:41:58,090 - mmaction - INFO - Epoch [81][500/940] lr: 1.000e-04, eta: 3:51:35, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7137, top5_acc: 0.8848, loss_cls: 1.1608, loss: 1.1608, grad_norm: 5.5166 2020-07-25 03:42:09,861 - mmaction - INFO - Epoch [81][520/940] lr: 1.000e-04, eta: 3:51:19, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8928, loss_cls: 1.1085, loss: 1.1085, grad_norm: 5.3892 2020-07-25 03:42:22,215 - mmaction - INFO - Epoch [81][540/940] lr: 1.000e-04, eta: 3:51:03, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8988, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.3005 2020-07-25 03:42:33,965 - mmaction - INFO - Epoch [81][560/940] lr: 1.000e-04, eta: 3:50:47, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8818, loss_cls: 1.1445, loss: 1.1445, grad_norm: 5.4250 2020-07-25 03:42:46,420 - mmaction - INFO - Epoch [81][580/940] lr: 1.000e-04, eta: 3:50:31, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8854, loss_cls: 1.1477, loss: 1.1477, grad_norm: 5.3985 2020-07-25 03:42:58,220 - mmaction - INFO - Epoch [81][600/940] lr: 1.000e-04, eta: 3:50:15, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8811, loss_cls: 1.1539, loss: 1.1539, grad_norm: 5.4246 2020-07-25 03:43:10,632 - mmaction - INFO - Epoch [81][620/940] lr: 1.000e-04, eta: 3:49:59, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8846, loss_cls: 1.1257, loss: 1.1257, grad_norm: 5.3466 2020-07-25 03:43:22,867 - mmaction - INFO - Epoch [81][640/940] lr: 1.000e-04, eta: 3:49:43, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8926, loss_cls: 1.1199, loss: 1.1199, grad_norm: 5.3828 2020-07-25 03:43:34,608 - mmaction - INFO - Epoch [81][660/940] lr: 1.000e-04, eta: 3:49:27, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8854, loss_cls: 1.1238, loss: 1.1238, grad_norm: 5.3338 2020-07-25 03:43:46,776 - mmaction - INFO - Epoch [81][680/940] lr: 1.000e-04, eta: 3:49:11, time: 0.608, data_time: 0.001, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8846, loss_cls: 1.1291, loss: 1.1291, grad_norm: 5.3868 2020-07-25 03:43:58,563 - mmaction - INFO - Epoch [81][700/940] lr: 1.000e-04, eta: 3:48:55, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8822, loss_cls: 1.1675, loss: 1.1675, grad_norm: 5.4437 2020-07-25 03:44:10,241 - mmaction - INFO - Epoch [81][720/940] lr: 1.000e-04, eta: 3:48:39, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8867, loss_cls: 1.1394, loss: 1.1394, grad_norm: 5.4438 2020-07-25 03:44:21,941 - mmaction - INFO - Epoch [81][740/940] lr: 1.000e-04, eta: 3:48:23, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8932, loss_cls: 1.0824, loss: 1.0824, grad_norm: 5.3874 2020-07-25 03:44:34,283 - mmaction - INFO - Epoch [81][760/940] lr: 1.000e-04, eta: 3:48:07, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8797, loss_cls: 1.1489, loss: 1.1489, grad_norm: 5.3717 2020-07-25 03:44:46,434 - mmaction - INFO - Epoch [81][780/940] lr: 1.000e-04, eta: 3:47:51, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8947, loss_cls: 1.1024, loss: 1.1024, grad_norm: 5.3472 2020-07-25 03:44:58,924 - mmaction - INFO - Epoch [81][800/940] lr: 1.000e-04, eta: 3:47:36, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8850, loss_cls: 1.1608, loss: 1.1608, grad_norm: 5.4869 2020-07-25 03:45:10,540 - mmaction - INFO - Epoch [81][820/940] lr: 1.000e-04, eta: 3:47:20, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8889, loss_cls: 1.1120, loss: 1.1120, grad_norm: 5.3428 2020-07-25 03:45:22,180 - mmaction - INFO - Epoch [81][840/940] lr: 1.000e-04, eta: 3:47:04, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8885, loss_cls: 1.0881, loss: 1.0881, grad_norm: 5.2854 2020-07-25 03:45:34,579 - mmaction - INFO - Epoch [81][860/940] lr: 1.000e-04, eta: 3:46:48, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8900, loss_cls: 1.1103, loss: 1.1103, grad_norm: 5.3777 2020-07-25 03:45:46,958 - mmaction - INFO - Epoch [81][880/940] lr: 1.000e-04, eta: 3:46:32, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8936, loss_cls: 1.0878, loss: 1.0878, grad_norm: 5.3800 2020-07-25 03:45:59,335 - mmaction - INFO - Epoch [81][900/940] lr: 1.000e-04, eta: 3:46:16, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8939, loss_cls: 1.0791, loss: 1.0791, grad_norm: 5.2908 2020-07-25 03:46:11,679 - mmaction - INFO - Epoch [81][920/940] lr: 1.000e-04, eta: 3:46:00, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8832, loss_cls: 1.1607, loss: 1.1607, grad_norm: 5.5552 2020-07-25 03:46:22,836 - mmaction - INFO - Epoch [81][940/940] lr: 1.000e-04, eta: 3:45:44, time: 0.558, data_time: 0.002, memory: 8344, top1_acc: 0.7222, top5_acc: 0.8776, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.5647 2020-07-25 03:48:39,026 - mmaction - INFO - Epoch [82][20/940] lr: 1.000e-04, eta: 3:45:56, time: 6.561, data_time: 5.936, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8916, loss_cls: 1.1047, loss: 1.1047, grad_norm: 5.4304 2020-07-25 03:48:51,355 - mmaction - INFO - Epoch [82][40/940] lr: 1.000e-04, eta: 3:45:40, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8949, loss_cls: 1.0915, loss: 1.0915, grad_norm: 5.3210 2020-07-25 03:49:02,979 - mmaction - INFO - Epoch [82][60/940] lr: 1.000e-04, eta: 3:45:24, time: 0.582, data_time: 0.003, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8850, loss_cls: 1.1265, loss: 1.1265, grad_norm: 5.4855 2020-07-25 03:49:15,440 - mmaction - INFO - Epoch [82][80/940] lr: 1.000e-04, eta: 3:45:08, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8832, loss_cls: 1.1331, loss: 1.1331, grad_norm: 5.4370 2020-07-25 03:49:27,161 - mmaction - INFO - Epoch [82][100/940] lr: 1.000e-04, eta: 3:44:52, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8842, loss_cls: 1.1487, loss: 1.1487, grad_norm: 5.5143 2020-07-25 03:49:38,894 - mmaction - INFO - Epoch [82][120/940] lr: 1.000e-04, eta: 3:44:36, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7396, top5_acc: 0.8932, loss_cls: 1.0716, loss: 1.0716, grad_norm: 5.3300 2020-07-25 03:49:51,309 - mmaction - INFO - Epoch [82][140/940] lr: 1.000e-04, eta: 3:44:21, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8906, loss_cls: 1.0989, loss: 1.0989, grad_norm: 5.3012 2020-07-25 03:50:02,904 - mmaction - INFO - Epoch [82][160/940] lr: 1.000e-04, eta: 3:44:05, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1207, loss: 1.1207, grad_norm: 5.4025 2020-07-25 03:50:15,322 - mmaction - INFO - Epoch [82][180/940] lr: 1.000e-04, eta: 3:43:49, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8863, loss_cls: 1.1365, loss: 1.1365, grad_norm: 5.5099 2020-07-25 03:50:27,096 - mmaction - INFO - Epoch [82][200/940] lr: 1.000e-04, eta: 3:43:33, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8859, loss_cls: 1.1242, loss: 1.1242, grad_norm: 5.4070 2020-07-25 03:50:39,782 - mmaction - INFO - Epoch [82][220/940] lr: 1.000e-04, eta: 3:43:17, time: 0.635, data_time: 0.002, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8836, loss_cls: 1.1386, loss: 1.1386, grad_norm: 5.4623 2020-07-25 03:50:52,135 - mmaction - INFO - Epoch [82][240/940] lr: 1.000e-04, eta: 3:43:01, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8920, loss_cls: 1.0984, loss: 1.0984, grad_norm: 5.3507 2020-07-25 03:51:03,979 - mmaction - INFO - Epoch [82][260/940] lr: 1.000e-04, eta: 3:42:45, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7355, top5_acc: 0.8957, loss_cls: 1.0749, loss: 1.0749, grad_norm: 5.2567 2020-07-25 03:51:16,465 - mmaction - INFO - Epoch [82][280/940] lr: 1.000e-04, eta: 3:42:29, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8904, loss_cls: 1.1036, loss: 1.1036, grad_norm: 5.3365 2020-07-25 03:51:28,300 - mmaction - INFO - Epoch [82][300/940] lr: 1.000e-04, eta: 3:42:13, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8883, loss_cls: 1.0962, loss: 1.0962, grad_norm: 5.3988 2020-07-25 03:51:40,763 - mmaction - INFO - Epoch [82][320/940] lr: 1.000e-04, eta: 3:41:58, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8918, loss_cls: 1.0992, loss: 1.0992, grad_norm: 5.4066 2020-07-25 03:51:52,591 - mmaction - INFO - Epoch [82][340/940] lr: 1.000e-04, eta: 3:41:42, time: 0.591, data_time: 0.007, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8924, loss_cls: 1.0989, loss: 1.0989, grad_norm: 5.4013 2020-07-25 03:52:05,082 - mmaction - INFO - Epoch [82][360/940] lr: 1.000e-04, eta: 3:41:26, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8850, loss_cls: 1.1471, loss: 1.1471, grad_norm: 5.3995 2020-07-25 03:52:17,346 - mmaction - INFO - Epoch [82][380/940] lr: 1.000e-04, eta: 3:41:10, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7311, top5_acc: 0.8924, loss_cls: 1.0988, loss: 1.0988, grad_norm: 5.3534 2020-07-25 03:52:29,178 - mmaction - INFO - Epoch [82][400/940] lr: 1.000e-04, eta: 3:40:54, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7449, top5_acc: 0.8881, loss_cls: 1.0898, loss: 1.0898, grad_norm: 5.2995 2020-07-25 03:52:40,805 - mmaction - INFO - Epoch [82][420/940] lr: 1.000e-04, eta: 3:40:38, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8891, loss_cls: 1.1117, loss: 1.1117, grad_norm: 5.3554 2020-07-25 03:52:52,553 - mmaction - INFO - Epoch [82][440/940] lr: 1.000e-04, eta: 3:40:22, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7342, top5_acc: 0.8947, loss_cls: 1.0809, loss: 1.0809, grad_norm: 5.2630 2020-07-25 03:53:04,211 - mmaction - INFO - Epoch [82][460/940] lr: 1.000e-04, eta: 3:40:06, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8830, loss_cls: 1.1418, loss: 1.1418, grad_norm: 5.3757 2020-07-25 03:53:17,058 - mmaction - INFO - Epoch [82][480/940] lr: 1.000e-04, eta: 3:39:50, time: 0.642, data_time: 0.001, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8898, loss_cls: 1.1112, loss: 1.1112, grad_norm: 5.3577 2020-07-25 03:53:28,757 - mmaction - INFO - Epoch [82][500/940] lr: 1.000e-04, eta: 3:39:34, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8877, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.4214 2020-07-25 03:53:40,398 - mmaction - INFO - Epoch [82][520/940] lr: 1.000e-04, eta: 3:39:18, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7180, top5_acc: 0.8877, loss_cls: 1.1367, loss: 1.1367, grad_norm: 5.4805 2020-07-25 03:53:52,814 - mmaction - INFO - Epoch [82][540/940] lr: 1.000e-04, eta: 3:39:03, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8896, loss_cls: 1.0876, loss: 1.0876, grad_norm: 5.3239 2020-07-25 03:54:04,482 - mmaction - INFO - Epoch [82][560/940] lr: 1.000e-04, eta: 3:38:47, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1614, loss: 1.1614, grad_norm: 5.5455 2020-07-25 03:54:16,849 - mmaction - INFO - Epoch [82][580/940] lr: 1.000e-04, eta: 3:38:31, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8902, loss_cls: 1.0992, loss: 1.0992, grad_norm: 5.4046 2020-07-25 03:54:28,601 - mmaction - INFO - Epoch [82][600/940] lr: 1.000e-04, eta: 3:38:15, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7332, top5_acc: 0.8900, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.3195 2020-07-25 03:54:40,278 - mmaction - INFO - Epoch [82][620/940] lr: 1.000e-04, eta: 3:37:59, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8848, loss_cls: 1.1303, loss: 1.1303, grad_norm: 5.3467 2020-07-25 03:54:52,770 - mmaction - INFO - Epoch [82][640/940] lr: 1.000e-04, eta: 3:37:43, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7416, top5_acc: 0.8881, loss_cls: 1.1045, loss: 1.1045, grad_norm: 5.3004 2020-07-25 03:55:04,573 - mmaction - INFO - Epoch [82][660/940] lr: 1.000e-04, eta: 3:37:27, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8883, loss_cls: 1.1126, loss: 1.1126, grad_norm: 5.4594 2020-07-25 03:55:16,245 - mmaction - INFO - Epoch [82][680/940] lr: 1.000e-04, eta: 3:37:11, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8906, loss_cls: 1.0847, loss: 1.0847, grad_norm: 5.4116 2020-07-25 03:55:28,500 - mmaction - INFO - Epoch [82][700/940] lr: 1.000e-04, eta: 3:36:55, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8820, loss_cls: 1.1541, loss: 1.1541, grad_norm: 5.5629 2020-07-25 03:55:40,275 - mmaction - INFO - Epoch [82][720/940] lr: 1.000e-04, eta: 3:36:40, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8895, loss_cls: 1.1295, loss: 1.1295, grad_norm: 5.4460 2020-07-25 03:55:52,103 - mmaction - INFO - Epoch [82][740/940] lr: 1.000e-04, eta: 3:36:24, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8906, loss_cls: 1.1054, loss: 1.1054, grad_norm: 5.3924 2020-07-25 03:56:03,973 - mmaction - INFO - Epoch [82][760/940] lr: 1.000e-04, eta: 3:36:08, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8887, loss_cls: 1.1251, loss: 1.1251, grad_norm: 5.3622 2020-07-25 03:56:16,381 - mmaction - INFO - Epoch [82][780/940] lr: 1.000e-04, eta: 3:35:52, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8916, loss_cls: 1.1271, loss: 1.1271, grad_norm: 5.4501 2020-07-25 03:56:28,926 - mmaction - INFO - Epoch [82][800/940] lr: 1.000e-04, eta: 3:35:36, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8908, loss_cls: 1.1139, loss: 1.1139, grad_norm: 5.3913 2020-07-25 03:56:40,601 - mmaction - INFO - Epoch [82][820/940] lr: 1.000e-04, eta: 3:35:20, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7041, top5_acc: 0.8732, loss_cls: 1.2034, loss: 1.2034, grad_norm: 5.6783 2020-07-25 03:56:53,255 - mmaction - INFO - Epoch [82][840/940] lr: 1.000e-04, eta: 3:35:05, time: 0.634, data_time: 0.002, memory: 8344, top1_acc: 0.7154, top5_acc: 0.8830, loss_cls: 1.1597, loss: 1.1597, grad_norm: 5.5050 2020-07-25 03:57:05,579 - mmaction - INFO - Epoch [82][860/940] lr: 1.000e-04, eta: 3:34:49, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1148, loss: 1.1148, grad_norm: 5.4047 2020-07-25 03:57:17,378 - mmaction - INFO - Epoch [82][880/940] lr: 1.000e-04, eta: 3:34:33, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8926, loss_cls: 1.1186, loss: 1.1186, grad_norm: 5.4971 2020-07-25 03:57:29,042 - mmaction - INFO - Epoch [82][900/940] lr: 1.000e-04, eta: 3:34:17, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8922, loss_cls: 1.1062, loss: 1.1062, grad_norm: 5.4179 2020-07-25 03:57:41,620 - mmaction - INFO - Epoch [82][920/940] lr: 1.000e-04, eta: 3:34:01, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8924, loss_cls: 1.0815, loss: 1.0815, grad_norm: 5.2787 2020-07-25 03:57:52,966 - mmaction - INFO - Epoch [82][940/940] lr: 1.000e-04, eta: 3:33:45, time: 0.568, data_time: 0.016, memory: 8344, top1_acc: 0.7335, top5_acc: 0.8909, loss_cls: 1.0900, loss: 1.0900, grad_norm: 5.3209 2020-07-25 03:59:56,583 - mmaction - INFO - Epoch [83][20/940] lr: 1.000e-04, eta: 3:33:53, time: 6.014, data_time: 5.367, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8889, loss_cls: 1.1071, loss: 1.1071, grad_norm: 5.3579 2020-07-25 04:00:13,508 - mmaction - INFO - Epoch [83][40/940] lr: 1.000e-04, eta: 3:33:38, time: 0.840, data_time: 0.005, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8896, loss_cls: 1.1271, loss: 1.1271, grad_norm: 5.4428 2020-07-25 04:00:26,032 - mmaction - INFO - Epoch [83][60/940] lr: 1.000e-04, eta: 3:33:23, time: 0.632, data_time: 0.018, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8904, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.4430 2020-07-25 04:00:37,699 - mmaction - INFO - Epoch [83][80/940] lr: 1.000e-04, eta: 3:33:07, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8908, loss_cls: 1.0849, loss: 1.0849, grad_norm: 5.2287 2020-07-25 04:00:49,472 - mmaction - INFO - Epoch [83][100/940] lr: 1.000e-04, eta: 3:32:51, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8922, loss_cls: 1.0794, loss: 1.0794, grad_norm: 5.3363 2020-07-25 04:01:01,231 - mmaction - INFO - Epoch [83][120/940] lr: 1.000e-04, eta: 3:32:35, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8930, loss_cls: 1.0949, loss: 1.0949, grad_norm: 5.3012 2020-07-25 04:01:13,652 - mmaction - INFO - Epoch [83][140/940] lr: 1.000e-04, eta: 3:32:19, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7350, top5_acc: 0.8920, loss_cls: 1.0826, loss: 1.0826, grad_norm: 5.2897 2020-07-25 04:01:25,251 - mmaction - INFO - Epoch [83][160/940] lr: 1.000e-04, eta: 3:32:03, time: 0.579, data_time: 0.002, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8863, loss_cls: 1.1502, loss: 1.1502, grad_norm: 5.4956 2020-07-25 04:01:37,681 - mmaction - INFO - Epoch [83][180/940] lr: 1.000e-04, eta: 3:31:47, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8881, loss_cls: 1.1316, loss: 1.1316, grad_norm: 5.5136 2020-07-25 04:01:49,930 - mmaction - INFO - Epoch [83][200/940] lr: 1.000e-04, eta: 3:31:31, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.7133, top5_acc: 0.8846, loss_cls: 1.1447, loss: 1.1447, grad_norm: 5.5113 2020-07-25 04:02:01,759 - mmaction - INFO - Epoch [83][220/940] lr: 1.000e-04, eta: 3:31:15, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8863, loss_cls: 1.1721, loss: 1.1721, grad_norm: 5.5155 2020-07-25 04:02:14,107 - mmaction - INFO - Epoch [83][240/940] lr: 1.000e-04, eta: 3:31:00, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8906, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.4516 2020-07-25 04:02:25,802 - mmaction - INFO - Epoch [83][260/940] lr: 1.000e-04, eta: 3:30:44, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7371, top5_acc: 0.8902, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.3234 2020-07-25 04:02:37,911 - mmaction - INFO - Epoch [83][280/940] lr: 1.000e-04, eta: 3:30:28, time: 0.606, data_time: 0.008, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8826, loss_cls: 1.1578, loss: 1.1578, grad_norm: 5.4612 2020-07-25 04:02:49,582 - mmaction - INFO - Epoch [83][300/940] lr: 1.000e-04, eta: 3:30:12, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8885, loss_cls: 1.1022, loss: 1.1022, grad_norm: 5.4613 2020-07-25 04:03:01,455 - mmaction - INFO - Epoch [83][320/940] lr: 1.000e-04, eta: 3:29:56, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8844, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.3600 2020-07-25 04:03:13,206 - mmaction - INFO - Epoch [83][340/940] lr: 1.000e-04, eta: 3:29:40, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8867, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.3399 2020-07-25 04:03:25,013 - mmaction - INFO - Epoch [83][360/940] lr: 1.000e-04, eta: 3:29:24, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8846, loss_cls: 1.1039, loss: 1.1039, grad_norm: 5.3363 2020-07-25 04:03:37,376 - mmaction - INFO - Epoch [83][380/940] lr: 1.000e-04, eta: 3:29:08, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8861, loss_cls: 1.1490, loss: 1.1490, grad_norm: 5.4789 2020-07-25 04:03:49,200 - mmaction - INFO - Epoch [83][400/940] lr: 1.000e-04, eta: 3:28:53, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8924, loss_cls: 1.1075, loss: 1.1075, grad_norm: 5.3962 2020-07-25 04:04:00,884 - mmaction - INFO - Epoch [83][420/940] lr: 1.000e-04, eta: 3:28:37, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8906, loss_cls: 1.0963, loss: 1.0963, grad_norm: 5.2846 2020-07-25 04:04:13,342 - mmaction - INFO - Epoch [83][440/940] lr: 1.000e-04, eta: 3:28:21, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7365, top5_acc: 0.8893, loss_cls: 1.0852, loss: 1.0852, grad_norm: 5.2216 2020-07-25 04:04:25,024 - mmaction - INFO - Epoch [83][460/940] lr: 1.000e-04, eta: 3:28:05, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7354, top5_acc: 0.8971, loss_cls: 1.0722, loss: 1.0722, grad_norm: 5.3082 2020-07-25 04:04:37,425 - mmaction - INFO - Epoch [83][480/940] lr: 1.000e-04, eta: 3:27:49, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8891, loss_cls: 1.1233, loss: 1.1233, grad_norm: 5.3358 2020-07-25 04:04:49,780 - mmaction - INFO - Epoch [83][500/940] lr: 1.000e-04, eta: 3:27:33, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8906, loss_cls: 1.1203, loss: 1.1203, grad_norm: 5.5017 2020-07-25 04:05:01,462 - mmaction - INFO - Epoch [83][520/940] lr: 1.000e-04, eta: 3:27:18, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8955, loss_cls: 1.0881, loss: 1.0881, grad_norm: 5.3033 2020-07-25 04:05:13,394 - mmaction - INFO - Epoch [83][540/940] lr: 1.000e-04, eta: 3:27:02, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8918, loss_cls: 1.1152, loss: 1.1152, grad_norm: 5.4269 2020-07-25 04:05:25,696 - mmaction - INFO - Epoch [83][560/940] lr: 1.000e-04, eta: 3:26:46, time: 0.615, data_time: 0.004, memory: 8344, top1_acc: 0.7066, top5_acc: 0.8781, loss_cls: 1.1915, loss: 1.1915, grad_norm: 5.5232 2020-07-25 04:05:38,327 - mmaction - INFO - Epoch [83][580/940] lr: 1.000e-04, eta: 3:26:30, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8928, loss_cls: 1.0935, loss: 1.0935, grad_norm: 5.3797 2020-07-25 04:05:50,580 - mmaction - INFO - Epoch [83][600/940] lr: 1.000e-04, eta: 3:26:14, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8891, loss_cls: 1.1079, loss: 1.1079, grad_norm: 5.3440 2020-07-25 04:06:02,407 - mmaction - INFO - Epoch [83][620/940] lr: 1.000e-04, eta: 3:25:59, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7334, top5_acc: 0.8963, loss_cls: 1.0834, loss: 1.0834, grad_norm: 5.4352 2020-07-25 04:06:14,853 - mmaction - INFO - Epoch [83][640/940] lr: 1.000e-04, eta: 3:25:43, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7311, top5_acc: 0.8924, loss_cls: 1.0957, loss: 1.0957, grad_norm: 5.4231 2020-07-25 04:06:26,579 - mmaction - INFO - Epoch [83][660/940] lr: 1.000e-04, eta: 3:25:27, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8891, loss_cls: 1.1146, loss: 1.1146, grad_norm: 5.3906 2020-07-25 04:06:38,303 - mmaction - INFO - Epoch [83][680/940] lr: 1.000e-04, eta: 3:25:11, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7311, top5_acc: 0.8803, loss_cls: 1.1273, loss: 1.1273, grad_norm: 5.3091 2020-07-25 04:06:49,952 - mmaction - INFO - Epoch [83][700/940] lr: 1.000e-04, eta: 3:24:55, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8973, loss_cls: 1.0757, loss: 1.0757, grad_norm: 5.2678 2020-07-25 04:07:01,883 - mmaction - INFO - Epoch [83][720/940] lr: 1.000e-04, eta: 3:24:39, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8855, loss_cls: 1.1156, loss: 1.1156, grad_norm: 5.3904 2020-07-25 04:07:13,697 - mmaction - INFO - Epoch [83][740/940] lr: 1.000e-04, eta: 3:24:24, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8832, loss_cls: 1.1269, loss: 1.1269, grad_norm: 5.4465 2020-07-25 04:07:25,463 - mmaction - INFO - Epoch [83][760/940] lr: 1.000e-04, eta: 3:24:08, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8887, loss_cls: 1.1138, loss: 1.1138, grad_norm: 5.3967 2020-07-25 04:07:37,795 - mmaction - INFO - Epoch [83][780/940] lr: 1.000e-04, eta: 3:23:52, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8945, loss_cls: 1.0878, loss: 1.0878, grad_norm: 5.4303 2020-07-25 04:07:49,619 - mmaction - INFO - Epoch [83][800/940] lr: 1.000e-04, eta: 3:23:36, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8869, loss_cls: 1.1447, loss: 1.1447, grad_norm: 5.4712 2020-07-25 04:08:02,064 - mmaction - INFO - Epoch [83][820/940] lr: 1.000e-04, eta: 3:23:20, time: 0.625, data_time: 0.004, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8965, loss_cls: 1.0755, loss: 1.0755, grad_norm: 5.3409 2020-07-25 04:08:13,750 - mmaction - INFO - Epoch [83][840/940] lr: 1.000e-04, eta: 3:23:04, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1334, loss: 1.1334, grad_norm: 5.4560 2020-07-25 04:08:26,225 - mmaction - INFO - Epoch [83][860/940] lr: 1.000e-04, eta: 3:22:49, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7363, top5_acc: 0.8988, loss_cls: 1.0717, loss: 1.0717, grad_norm: 5.2999 2020-07-25 04:08:37,948 - mmaction - INFO - Epoch [83][880/940] lr: 1.000e-04, eta: 3:22:33, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8889, loss_cls: 1.1242, loss: 1.1242, grad_norm: 5.5148 2020-07-25 04:08:50,689 - mmaction - INFO - Epoch [83][900/940] lr: 1.000e-04, eta: 3:22:17, time: 0.636, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8949, loss_cls: 1.0965, loss: 1.0965, grad_norm: 5.3853 2020-07-25 04:09:03,102 - mmaction - INFO - Epoch [83][920/940] lr: 1.000e-04, eta: 3:22:02, time: 0.622, data_time: 0.005, memory: 8344, top1_acc: 0.7342, top5_acc: 0.8885, loss_cls: 1.0985, loss: 1.0985, grad_norm: 5.3774 2020-07-25 04:09:14,235 - mmaction - INFO - Epoch [83][940/940] lr: 1.000e-04, eta: 3:21:46, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8876, loss_cls: 1.1258, loss: 1.1258, grad_norm: 5.5130 2020-07-25 04:11:31,301 - mmaction - INFO - Epoch [84][20/940] lr: 1.000e-04, eta: 3:21:54, time: 6.495, data_time: 5.887, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8877, loss_cls: 1.1119, loss: 1.1119, grad_norm: 5.3873 2020-07-25 04:11:43,880 - mmaction - INFO - Epoch [84][40/940] lr: 1.000e-04, eta: 3:21:38, time: 0.630, data_time: 0.002, memory: 8344, top1_acc: 0.7412, top5_acc: 0.8939, loss_cls: 1.0732, loss: 1.0732, grad_norm: 5.2511 2020-07-25 04:11:55,533 - mmaction - INFO - Epoch [84][60/940] lr: 1.000e-04, eta: 3:21:22, time: 0.581, data_time: 0.003, memory: 8344, top1_acc: 0.7371, top5_acc: 0.8961, loss_cls: 1.0821, loss: 1.0821, grad_norm: 5.3284 2020-07-25 04:12:08,069 - mmaction - INFO - Epoch [84][80/940] lr: 1.000e-04, eta: 3:21:07, time: 0.628, data_time: 0.018, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8850, loss_cls: 1.1060, loss: 1.1060, grad_norm: 5.3733 2020-07-25 04:12:19,730 - mmaction - INFO - Epoch [84][100/940] lr: 1.000e-04, eta: 3:20:51, time: 0.583, data_time: 0.004, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8936, loss_cls: 1.0916, loss: 1.0916, grad_norm: 5.4986 2020-07-25 04:12:32,034 - mmaction - INFO - Epoch [84][120/940] lr: 1.000e-04, eta: 3:20:35, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8891, loss_cls: 1.1120, loss: 1.1120, grad_norm: 5.3807 2020-07-25 04:12:43,706 - mmaction - INFO - Epoch [84][140/940] lr: 1.000e-04, eta: 3:20:19, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8877, loss_cls: 1.1190, loss: 1.1190, grad_norm: 5.3469 2020-07-25 04:12:56,145 - mmaction - INFO - Epoch [84][160/940] lr: 1.000e-04, eta: 3:20:03, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8900, loss_cls: 1.1225, loss: 1.1225, grad_norm: 5.4254 2020-07-25 04:13:07,972 - mmaction - INFO - Epoch [84][180/940] lr: 1.000e-04, eta: 3:19:47, time: 0.591, data_time: 0.003, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8938, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.3703 2020-07-25 04:13:19,825 - mmaction - INFO - Epoch [84][200/940] lr: 1.000e-04, eta: 3:19:32, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7146, top5_acc: 0.8873, loss_cls: 1.1286, loss: 1.1286, grad_norm: 5.4316 2020-07-25 04:13:32,056 - mmaction - INFO - Epoch [84][220/940] lr: 1.000e-04, eta: 3:19:16, time: 0.611, data_time: 0.001, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8912, loss_cls: 1.1027, loss: 1.1027, grad_norm: 5.4203 2020-07-25 04:13:44,706 - mmaction - INFO - Epoch [84][240/940] lr: 1.000e-04, eta: 3:19:00, time: 0.632, data_time: 0.001, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8932, loss_cls: 1.0901, loss: 1.0901, grad_norm: 5.3138 2020-07-25 04:13:56,322 - mmaction - INFO - Epoch [84][260/940] lr: 1.000e-04, eta: 3:18:44, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8904, loss_cls: 1.1100, loss: 1.1100, grad_norm: 5.4375 2020-07-25 04:14:08,021 - mmaction - INFO - Epoch [84][280/940] lr: 1.000e-04, eta: 3:18:28, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8840, loss_cls: 1.1230, loss: 1.1230, grad_norm: 5.3837 2020-07-25 04:14:19,788 - mmaction - INFO - Epoch [84][300/940] lr: 1.000e-04, eta: 3:18:13, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8879, loss_cls: 1.1038, loss: 1.1038, grad_norm: 5.4362 2020-07-25 04:14:31,446 - mmaction - INFO - Epoch [84][320/940] lr: 1.000e-04, eta: 3:17:57, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8832, loss_cls: 1.1260, loss: 1.1260, grad_norm: 5.3926 2020-07-25 04:14:43,202 - mmaction - INFO - Epoch [84][340/940] lr: 1.000e-04, eta: 3:17:41, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8885, loss_cls: 1.1292, loss: 1.1292, grad_norm: 5.4865 2020-07-25 04:14:55,567 - mmaction - INFO - Epoch [84][360/940] lr: 1.000e-04, eta: 3:17:25, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1121, loss: 1.1121, grad_norm: 5.4400 2020-07-25 04:15:07,198 - mmaction - INFO - Epoch [84][380/940] lr: 1.000e-04, eta: 3:17:09, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7338, top5_acc: 0.8906, loss_cls: 1.0913, loss: 1.0913, grad_norm: 5.2917 2020-07-25 04:15:19,654 - mmaction - INFO - Epoch [84][400/940] lr: 1.000e-04, eta: 3:16:54, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8924, loss_cls: 1.0863, loss: 1.0863, grad_norm: 5.3433 2020-07-25 04:15:31,269 - mmaction - INFO - Epoch [84][420/940] lr: 1.000e-04, eta: 3:16:38, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8871, loss_cls: 1.0945, loss: 1.0945, grad_norm: 5.3855 2020-07-25 04:15:43,862 - mmaction - INFO - Epoch [84][440/940] lr: 1.000e-04, eta: 3:16:22, time: 0.629, data_time: 0.001, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8920, loss_cls: 1.0825, loss: 1.0825, grad_norm: 5.3100 2020-07-25 04:15:56,193 - mmaction - INFO - Epoch [84][460/940] lr: 1.000e-04, eta: 3:16:06, time: 0.618, data_time: 0.004, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8916, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.4972 2020-07-25 04:16:08,042 - mmaction - INFO - Epoch [84][480/940] lr: 1.000e-04, eta: 3:15:50, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7338, top5_acc: 0.8943, loss_cls: 1.0901, loss: 1.0901, grad_norm: 5.3603 2020-07-25 04:16:20,424 - mmaction - INFO - Epoch [84][500/940] lr: 1.000e-04, eta: 3:15:35, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7363, top5_acc: 0.8914, loss_cls: 1.0826, loss: 1.0826, grad_norm: 5.3572 2020-07-25 04:16:33,001 - mmaction - INFO - Epoch [84][520/940] lr: 1.000e-04, eta: 3:15:19, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8893, loss_cls: 1.1267, loss: 1.1267, grad_norm: 5.4028 2020-07-25 04:16:44,670 - mmaction - INFO - Epoch [84][540/940] lr: 1.000e-04, eta: 3:15:03, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8949, loss_cls: 1.0944, loss: 1.0944, grad_norm: 5.4069 2020-07-25 04:16:56,382 - mmaction - INFO - Epoch [84][560/940] lr: 1.000e-04, eta: 3:14:47, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8895, loss_cls: 1.1082, loss: 1.1082, grad_norm: 5.4067 2020-07-25 04:17:08,734 - mmaction - INFO - Epoch [84][580/940] lr: 1.000e-04, eta: 3:14:32, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8914, loss_cls: 1.0874, loss: 1.0874, grad_norm: 5.2981 2020-07-25 04:17:20,447 - mmaction - INFO - Epoch [84][600/940] lr: 1.000e-04, eta: 3:14:16, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8881, loss_cls: 1.1335, loss: 1.1335, grad_norm: 5.5017 2020-07-25 04:17:32,059 - mmaction - INFO - Epoch [84][620/940] lr: 1.000e-04, eta: 3:14:00, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8875, loss_cls: 1.1307, loss: 1.1307, grad_norm: 5.4905 2020-07-25 04:17:43,709 - mmaction - INFO - Epoch [84][640/940] lr: 1.000e-04, eta: 3:13:44, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8871, loss_cls: 1.1260, loss: 1.1260, grad_norm: 5.4056 2020-07-25 04:17:56,247 - mmaction - INFO - Epoch [84][660/940] lr: 1.000e-04, eta: 3:13:28, time: 0.626, data_time: 0.001, memory: 8344, top1_acc: 0.7367, top5_acc: 0.8924, loss_cls: 1.0680, loss: 1.0680, grad_norm: 5.2717 2020-07-25 04:18:07,938 - mmaction - INFO - Epoch [84][680/940] lr: 1.000e-04, eta: 3:13:13, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7361, top5_acc: 0.8939, loss_cls: 1.0933, loss: 1.0933, grad_norm: 5.3040 2020-07-25 04:18:19,859 - mmaction - INFO - Epoch [84][700/940] lr: 1.000e-04, eta: 3:12:57, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8920, loss_cls: 1.0941, loss: 1.0941, grad_norm: 5.4409 2020-07-25 04:18:31,548 - mmaction - INFO - Epoch [84][720/940] lr: 1.000e-04, eta: 3:12:41, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8838, loss_cls: 1.1482, loss: 1.1482, grad_norm: 5.5529 2020-07-25 04:18:43,282 - mmaction - INFO - Epoch [84][740/940] lr: 1.000e-04, eta: 3:12:25, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8914, loss_cls: 1.1218, loss: 1.1218, grad_norm: 5.5366 2020-07-25 04:18:55,045 - mmaction - INFO - Epoch [84][760/940] lr: 1.000e-04, eta: 3:12:09, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1236, loss: 1.1236, grad_norm: 5.3960 2020-07-25 04:19:07,401 - mmaction - INFO - Epoch [84][780/940] lr: 1.000e-04, eta: 3:11:54, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7354, top5_acc: 0.8943, loss_cls: 1.0978, loss: 1.0978, grad_norm: 5.3834 2020-07-25 04:19:19,341 - mmaction - INFO - Epoch [84][800/940] lr: 1.000e-04, eta: 3:11:38, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8840, loss_cls: 1.1365, loss: 1.1365, grad_norm: 5.4456 2020-07-25 04:19:31,186 - mmaction - INFO - Epoch [84][820/940] lr: 1.000e-04, eta: 3:11:22, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7363, top5_acc: 0.8926, loss_cls: 1.0795, loss: 1.0795, grad_norm: 5.2567 2020-07-25 04:19:43,550 - mmaction - INFO - Epoch [84][840/940] lr: 1.000e-04, eta: 3:11:06, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7328, top5_acc: 0.8947, loss_cls: 1.0724, loss: 1.0724, grad_norm: 5.3470 2020-07-25 04:19:55,901 - mmaction - INFO - Epoch [84][860/940] lr: 1.000e-04, eta: 3:10:51, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8891, loss_cls: 1.0938, loss: 1.0938, grad_norm: 5.3659 2020-07-25 04:20:07,637 - mmaction - INFO - Epoch [84][880/940] lr: 1.000e-04, eta: 3:10:35, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7324, top5_acc: 0.8900, loss_cls: 1.1114, loss: 1.1114, grad_norm: 5.3348 2020-07-25 04:20:20,025 - mmaction - INFO - Epoch [84][900/940] lr: 1.000e-04, eta: 3:10:19, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8830, loss_cls: 1.1393, loss: 1.1393, grad_norm: 5.4896 2020-07-25 04:20:31,799 - mmaction - INFO - Epoch [84][920/940] lr: 1.000e-04, eta: 3:10:04, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8801, loss_cls: 1.1336, loss: 1.1336, grad_norm: 5.4189 2020-07-25 04:20:43,058 - mmaction - INFO - Epoch [84][940/940] lr: 1.000e-04, eta: 3:09:48, time: 0.563, data_time: 0.010, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8866, loss_cls: 1.1312, loss: 1.1312, grad_norm: 5.5267 2020-07-25 04:23:00,464 - mmaction - INFO - Epoch [85][20/940] lr: 1.000e-04, eta: 3:09:55, time: 6.620, data_time: 5.894, memory: 8344, top1_acc: 0.7445, top5_acc: 0.8939, loss_cls: 1.0593, loss: 1.0593, grad_norm: 5.2692 2020-07-25 04:23:12,165 - mmaction - INFO - Epoch [85][40/940] lr: 1.000e-04, eta: 3:09:39, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8859, loss_cls: 1.1310, loss: 1.1310, grad_norm: 5.5123 2020-07-25 04:23:24,513 - mmaction - INFO - Epoch [85][60/940] lr: 1.000e-04, eta: 3:09:23, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1381, loss: 1.1381, grad_norm: 5.4891 2020-07-25 04:23:36,795 - mmaction - INFO - Epoch [85][80/940] lr: 1.000e-04, eta: 3:09:08, time: 0.614, data_time: 0.003, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8977, loss_cls: 1.0768, loss: 1.0768, grad_norm: 5.3038 2020-07-25 04:23:49,099 - mmaction - INFO - Epoch [85][100/940] lr: 1.000e-04, eta: 3:08:52, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8832, loss_cls: 1.1451, loss: 1.1451, grad_norm: 5.3780 2020-07-25 04:24:00,783 - mmaction - INFO - Epoch [85][120/940] lr: 1.000e-04, eta: 3:08:36, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8846, loss_cls: 1.1276, loss: 1.1276, grad_norm: 5.4704 2020-07-25 04:24:13,217 - mmaction - INFO - Epoch [85][140/940] lr: 1.000e-04, eta: 3:08:20, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8881, loss_cls: 1.1252, loss: 1.1252, grad_norm: 5.4407 2020-07-25 04:24:25,046 - mmaction - INFO - Epoch [85][160/940] lr: 1.000e-04, eta: 3:08:05, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7324, top5_acc: 0.8912, loss_cls: 1.1017, loss: 1.1017, grad_norm: 5.3245 2020-07-25 04:24:37,526 - mmaction - INFO - Epoch [85][180/940] lr: 1.000e-04, eta: 3:07:49, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1425, loss: 1.1425, grad_norm: 5.4828 2020-07-25 04:24:49,153 - mmaction - INFO - Epoch [85][200/940] lr: 1.000e-04, eta: 3:07:33, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8959, loss_cls: 1.0734, loss: 1.0734, grad_norm: 5.2976 2020-07-25 04:25:00,971 - mmaction - INFO - Epoch [85][220/940] lr: 1.000e-04, eta: 3:07:17, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7357, top5_acc: 0.8977, loss_cls: 1.0608, loss: 1.0608, grad_norm: 5.2346 2020-07-25 04:25:12,819 - mmaction - INFO - Epoch [85][240/940] lr: 1.000e-04, eta: 3:07:01, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8895, loss_cls: 1.0949, loss: 1.0949, grad_norm: 5.3863 2020-07-25 04:25:24,419 - mmaction - INFO - Epoch [85][260/940] lr: 1.000e-04, eta: 3:06:46, time: 0.579, data_time: 0.001, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8869, loss_cls: 1.0958, loss: 1.0958, grad_norm: 5.2987 2020-07-25 04:25:36,098 - mmaction - INFO - Epoch [85][280/940] lr: 1.000e-04, eta: 3:06:30, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8943, loss_cls: 1.0804, loss: 1.0804, grad_norm: 5.3523 2020-07-25 04:25:47,984 - mmaction - INFO - Epoch [85][300/940] lr: 1.000e-04, eta: 3:06:14, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8895, loss_cls: 1.1114, loss: 1.1114, grad_norm: 5.4014 2020-07-25 04:25:59,603 - mmaction - INFO - Epoch [85][320/940] lr: 1.000e-04, eta: 3:05:58, time: 0.583, data_time: 0.004, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8885, loss_cls: 1.1175, loss: 1.1175, grad_norm: 5.4207 2020-07-25 04:26:11,946 - mmaction - INFO - Epoch [85][340/940] lr: 1.000e-04, eta: 3:05:43, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7428, top5_acc: 0.8969, loss_cls: 1.0544, loss: 1.0544, grad_norm: 5.2547 2020-07-25 04:26:23,693 - mmaction - INFO - Epoch [85][360/940] lr: 1.000e-04, eta: 3:05:27, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1160, loss: 1.1160, grad_norm: 5.4105 2020-07-25 04:26:35,538 - mmaction - INFO - Epoch [85][380/940] lr: 1.000e-04, eta: 3:05:11, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8924, loss_cls: 1.1049, loss: 1.1049, grad_norm: 5.3539 2020-07-25 04:26:47,317 - mmaction - INFO - Epoch [85][400/940] lr: 1.000e-04, eta: 3:04:55, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7439, top5_acc: 0.8941, loss_cls: 1.0596, loss: 1.0596, grad_norm: 5.1696 2020-07-25 04:26:59,863 - mmaction - INFO - Epoch [85][420/940] lr: 1.000e-04, eta: 3:04:40, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7324, top5_acc: 0.8887, loss_cls: 1.1169, loss: 1.1169, grad_norm: 5.4283 2020-07-25 04:27:12,221 - mmaction - INFO - Epoch [85][440/940] lr: 1.000e-04, eta: 3:04:24, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8932, loss_cls: 1.0782, loss: 1.0782, grad_norm: 5.3445 2020-07-25 04:27:23,951 - mmaction - INFO - Epoch [85][460/940] lr: 1.000e-04, eta: 3:04:08, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8854, loss_cls: 1.1322, loss: 1.1322, grad_norm: 5.4315 2020-07-25 04:27:36,329 - mmaction - INFO - Epoch [85][480/940] lr: 1.000e-04, eta: 3:03:52, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8900, loss_cls: 1.0838, loss: 1.0838, grad_norm: 5.3356 2020-07-25 04:27:48,137 - mmaction - INFO - Epoch [85][500/940] lr: 1.000e-04, eta: 3:03:37, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8928, loss_cls: 1.1280, loss: 1.1280, grad_norm: 5.4394 2020-07-25 04:28:00,196 - mmaction - INFO - Epoch [85][520/940] lr: 1.000e-04, eta: 3:03:21, time: 0.602, data_time: 0.012, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8857, loss_cls: 1.1100, loss: 1.1100, grad_norm: 5.3265 2020-07-25 04:28:29,418 - mmaction - INFO - Epoch [85][540/940] lr: 1.000e-04, eta: 3:03:08, time: 1.460, data_time: 0.357, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8943, loss_cls: 1.0860, loss: 1.0860, grad_norm: 5.3473 2020-07-25 04:29:04,041 - mmaction - INFO - Epoch [85][560/940] lr: 1.000e-04, eta: 3:02:57, time: 1.733, data_time: 0.020, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8918, loss_cls: 1.1020, loss: 1.1020, grad_norm: 5.4003 2020-07-25 04:29:16,998 - mmaction - INFO - Epoch [85][580/940] lr: 1.000e-04, eta: 3:02:41, time: 0.648, data_time: 0.002, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8861, loss_cls: 1.1061, loss: 1.1061, grad_norm: 5.3747 2020-07-25 04:29:28,630 - mmaction - INFO - Epoch [85][600/940] lr: 1.000e-04, eta: 3:02:25, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0662, loss: 1.0662, grad_norm: 5.3772 2020-07-25 04:29:40,250 - mmaction - INFO - Epoch [85][620/940] lr: 1.000e-04, eta: 3:02:10, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7135, top5_acc: 0.8840, loss_cls: 1.1518, loss: 1.1518, grad_norm: 5.4986 2020-07-25 04:29:52,669 - mmaction - INFO - Epoch [85][640/940] lr: 1.000e-04, eta: 3:01:54, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8879, loss_cls: 1.1076, loss: 1.1076, grad_norm: 5.4102 2020-07-25 04:30:04,344 - mmaction - INFO - Epoch [85][660/940] lr: 1.000e-04, eta: 3:01:38, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8932, loss_cls: 1.1109, loss: 1.1109, grad_norm: 5.4601 2020-07-25 04:30:16,790 - mmaction - INFO - Epoch [85][680/940] lr: 1.000e-04, eta: 3:01:22, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8891, loss_cls: 1.1112, loss: 1.1112, grad_norm: 5.5039 2020-07-25 04:30:28,449 - mmaction - INFO - Epoch [85][700/940] lr: 1.000e-04, eta: 3:01:07, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8932, loss_cls: 1.0908, loss: 1.0908, grad_norm: 5.3173 2020-07-25 04:30:40,884 - mmaction - INFO - Epoch [85][720/940] lr: 1.000e-04, eta: 3:00:51, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8854, loss_cls: 1.1177, loss: 1.1177, grad_norm: 5.3956 2020-07-25 04:30:53,169 - mmaction - INFO - Epoch [85][740/940] lr: 1.000e-04, eta: 3:00:35, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8877, loss_cls: 1.1083, loss: 1.1083, grad_norm: 5.3792 2020-07-25 04:31:04,910 - mmaction - INFO - Epoch [85][760/940] lr: 1.000e-04, eta: 3:00:20, time: 0.586, data_time: 0.009, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8932, loss_cls: 1.1052, loss: 1.1052, grad_norm: 5.3908 2020-07-25 04:31:42,625 - mmaction - INFO - Epoch [85][780/940] lr: 1.000e-04, eta: 3:00:08, time: 1.885, data_time: 0.128, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8904, loss_cls: 1.0865, loss: 1.0865, grad_norm: 5.4051 2020-07-25 04:32:07,951 - mmaction - INFO - Epoch [85][800/940] lr: 1.000e-04, eta: 2:59:55, time: 1.268, data_time: 0.115, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8846, loss_cls: 1.1003, loss: 1.1003, grad_norm: 5.4024 2020-07-25 04:32:20,611 - mmaction - INFO - Epoch [85][820/940] lr: 1.000e-04, eta: 2:59:40, time: 0.633, data_time: 0.002, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8980, loss_cls: 1.0821, loss: 1.0821, grad_norm: 5.3690 2020-07-25 04:32:32,374 - mmaction - INFO - Epoch [85][840/940] lr: 1.000e-04, eta: 2:59:24, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8861, loss_cls: 1.0984, loss: 1.0984, grad_norm: 5.3499 2020-07-25 04:32:44,769 - mmaction - INFO - Epoch [85][860/940] lr: 1.000e-04, eta: 2:59:08, time: 0.621, data_time: 0.003, memory: 8344, top1_acc: 0.7328, top5_acc: 0.8869, loss_cls: 1.0928, loss: 1.0928, grad_norm: 5.2993 2020-07-25 04:32:56,406 - mmaction - INFO - Epoch [85][880/940] lr: 1.000e-04, eta: 2:58:52, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8887, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.4181 2020-07-25 04:33:08,448 - mmaction - INFO - Epoch [85][900/940] lr: 1.000e-04, eta: 2:58:37, time: 0.602, data_time: 0.003, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8910, loss_cls: 1.1042, loss: 1.1042, grad_norm: 5.4169 2020-07-25 04:33:20,218 - mmaction - INFO - Epoch [85][920/940] lr: 1.000e-04, eta: 2:58:21, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8889, loss_cls: 1.0951, loss: 1.0951, grad_norm: 5.3328 2020-07-25 04:33:31,324 - mmaction - INFO - Epoch [85][940/940] lr: 1.000e-04, eta: 2:58:05, time: 0.555, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8864, loss_cls: 1.1137, loss: 1.1137, grad_norm: 5.4348 2020-07-25 04:33:38,745 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-07-25 04:35:53,751 - mmaction - INFO - Epoch [86][20/940] lr: 1.000e-04, eta: 2:58:11, time: 6.727, data_time: 6.085, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8859, loss_cls: 1.1099, loss: 1.1099, grad_norm: 5.4454 2020-07-25 04:36:05,499 - mmaction - INFO - Epoch [86][40/940] lr: 1.000e-04, eta: 2:57:55, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8863, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.4217 2020-07-25 04:36:17,990 - mmaction - INFO - Epoch [86][60/940] lr: 1.000e-04, eta: 2:57:39, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8920, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.4101 2020-07-25 04:36:30,336 - mmaction - INFO - Epoch [86][80/940] lr: 1.000e-04, eta: 2:57:24, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8900, loss_cls: 1.1136, loss: 1.1136, grad_norm: 5.4356 2020-07-25 04:36:41,900 - mmaction - INFO - Epoch [86][100/940] lr: 1.000e-04, eta: 2:57:08, time: 0.578, data_time: 0.001, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8879, loss_cls: 1.1241, loss: 1.1241, grad_norm: 5.3684 2020-07-25 04:36:53,588 - mmaction - INFO - Epoch [86][120/940] lr: 1.000e-04, eta: 2:56:52, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8961, loss_cls: 1.0774, loss: 1.0774, grad_norm: 5.3551 2020-07-25 04:37:05,970 - mmaction - INFO - Epoch [86][140/940] lr: 1.000e-04, eta: 2:56:36, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8873, loss_cls: 1.1304, loss: 1.1304, grad_norm: 5.4089 2020-07-25 04:37:18,304 - mmaction - INFO - Epoch [86][160/940] lr: 1.000e-04, eta: 2:56:21, time: 0.621, data_time: 0.006, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8918, loss_cls: 1.1115, loss: 1.1115, grad_norm: 5.3578 2020-07-25 04:37:30,229 - mmaction - INFO - Epoch [86][180/940] lr: 1.000e-04, eta: 2:56:05, time: 0.596, data_time: 0.001, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8973, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.5001 2020-07-25 04:37:42,484 - mmaction - INFO - Epoch [86][200/940] lr: 1.000e-04, eta: 2:55:49, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8830, loss_cls: 1.1227, loss: 1.1227, grad_norm: 5.4661 2020-07-25 04:37:54,845 - mmaction - INFO - Epoch [86][220/940] lr: 1.000e-04, eta: 2:55:34, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7213, top5_acc: 0.8900, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.4529 2020-07-25 04:38:06,724 - mmaction - INFO - Epoch [86][240/940] lr: 1.000e-04, eta: 2:55:18, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8865, loss_cls: 1.1137, loss: 1.1137, grad_norm: 5.4147 2020-07-25 04:38:18,806 - mmaction - INFO - Epoch [86][260/940] lr: 1.000e-04, eta: 2:55:02, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.7369, top5_acc: 0.8926, loss_cls: 1.0934, loss: 1.0934, grad_norm: 5.2564 2020-07-25 04:38:30,863 - mmaction - INFO - Epoch [86][280/940] lr: 1.000e-04, eta: 2:54:46, time: 0.603, data_time: 0.002, memory: 8344, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.5122 2020-07-25 04:38:42,518 - mmaction - INFO - Epoch [86][300/940] lr: 1.000e-04, eta: 2:54:31, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7381, top5_acc: 0.8967, loss_cls: 1.0609, loss: 1.0609, grad_norm: 5.2513 2020-07-25 04:38:54,887 - mmaction - INFO - Epoch [86][320/940] lr: 1.000e-04, eta: 2:54:15, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7379, top5_acc: 0.9049, loss_cls: 1.0368, loss: 1.0368, grad_norm: 5.2559 2020-07-25 04:39:06,522 - mmaction - INFO - Epoch [86][340/940] lr: 1.000e-04, eta: 2:53:59, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7342, top5_acc: 0.8916, loss_cls: 1.0951, loss: 1.0951, grad_norm: 5.4280 2020-07-25 04:39:18,821 - mmaction - INFO - Epoch [86][360/940] lr: 1.000e-04, eta: 2:53:44, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8936, loss_cls: 1.1049, loss: 1.1049, grad_norm: 5.4030 2020-07-25 04:39:30,786 - mmaction - INFO - Epoch [86][380/940] lr: 1.000e-04, eta: 2:53:28, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8881, loss_cls: 1.1024, loss: 1.1024, grad_norm: 5.3454 2020-07-25 04:39:42,443 - mmaction - INFO - Epoch [86][400/940] lr: 1.000e-04, eta: 2:53:12, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8873, loss_cls: 1.1069, loss: 1.1069, grad_norm: 5.3278 2020-07-25 04:39:54,114 - mmaction - INFO - Epoch [86][420/940] lr: 1.000e-04, eta: 2:52:56, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8932, loss_cls: 1.0717, loss: 1.0717, grad_norm: 5.3070 2020-07-25 04:40:06,456 - mmaction - INFO - Epoch [86][440/940] lr: 1.000e-04, eta: 2:52:41, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8885, loss_cls: 1.1112, loss: 1.1112, grad_norm: 5.3161 2020-07-25 04:40:18,277 - mmaction - INFO - Epoch [86][460/940] lr: 1.000e-04, eta: 2:52:25, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8916, loss_cls: 1.0957, loss: 1.0957, grad_norm: 5.3487 2020-07-25 04:40:30,675 - mmaction - INFO - Epoch [86][480/940] lr: 1.000e-04, eta: 2:52:09, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8947, loss_cls: 1.0668, loss: 1.0668, grad_norm: 5.3950 2020-07-25 04:40:42,397 - mmaction - INFO - Epoch [86][500/940] lr: 1.000e-04, eta: 2:51:54, time: 0.586, data_time: 0.007, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8887, loss_cls: 1.1157, loss: 1.1157, grad_norm: 5.4437 2020-07-25 04:40:54,082 - mmaction - INFO - Epoch [86][520/940] lr: 1.000e-04, eta: 2:51:38, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7328, top5_acc: 0.8934, loss_cls: 1.0991, loss: 1.0991, grad_norm: 5.3686 2020-07-25 04:41:06,094 - mmaction - INFO - Epoch [86][540/940] lr: 1.000e-04, eta: 2:51:22, time: 0.600, data_time: 0.001, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8834, loss_cls: 1.1056, loss: 1.1056, grad_norm: 5.4312 2020-07-25 04:41:17,799 - mmaction - INFO - Epoch [86][560/940] lr: 1.000e-04, eta: 2:51:06, time: 0.585, data_time: 0.004, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8887, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.3692 2020-07-25 04:41:30,427 - mmaction - INFO - Epoch [86][580/940] lr: 1.000e-04, eta: 2:50:51, time: 0.632, data_time: 0.003, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8863, loss_cls: 1.1293, loss: 1.1293, grad_norm: 5.4721 2020-07-25 04:41:43,218 - mmaction - INFO - Epoch [86][600/940] lr: 1.000e-04, eta: 2:50:35, time: 0.639, data_time: 0.002, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8881, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.4590 2020-07-25 04:41:54,976 - mmaction - INFO - Epoch [86][620/940] lr: 1.000e-04, eta: 2:50:19, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7361, top5_acc: 0.8914, loss_cls: 1.0920, loss: 1.0920, grad_norm: 5.2981 2020-07-25 04:42:06,634 - mmaction - INFO - Epoch [86][640/940] lr: 1.000e-04, eta: 2:50:04, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8926, loss_cls: 1.1213, loss: 1.1213, grad_norm: 5.4812 2020-07-25 04:42:18,923 - mmaction - INFO - Epoch [86][660/940] lr: 1.000e-04, eta: 2:49:48, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.7365, top5_acc: 0.8885, loss_cls: 1.0978, loss: 1.0978, grad_norm: 5.3577 2020-07-25 04:42:31,059 - mmaction - INFO - Epoch [86][680/940] lr: 1.000e-04, eta: 2:49:32, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8889, loss_cls: 1.1037, loss: 1.1037, grad_norm: 5.3760 2020-07-25 04:42:42,868 - mmaction - INFO - Epoch [86][700/940] lr: 1.000e-04, eta: 2:49:17, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8951, loss_cls: 1.0797, loss: 1.0797, grad_norm: 5.4560 2020-07-25 04:42:54,623 - mmaction - INFO - Epoch [86][720/940] lr: 1.000e-04, eta: 2:49:01, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8850, loss_cls: 1.1333, loss: 1.1333, grad_norm: 5.4034 2020-07-25 04:43:06,417 - mmaction - INFO - Epoch [86][740/940] lr: 1.000e-04, eta: 2:48:45, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7230, top5_acc: 0.8879, loss_cls: 1.1169, loss: 1.1169, grad_norm: 5.3998 2020-07-25 04:43:18,134 - mmaction - INFO - Epoch [86][760/940] lr: 1.000e-04, eta: 2:48:30, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8879, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.4478 2020-07-25 04:43:30,549 - mmaction - INFO - Epoch [86][780/940] lr: 1.000e-04, eta: 2:48:14, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8881, loss_cls: 1.1110, loss: 1.1110, grad_norm: 5.4905 2020-07-25 04:43:42,921 - mmaction - INFO - Epoch [86][800/940] lr: 1.000e-04, eta: 2:47:58, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8779, loss_cls: 1.1679, loss: 1.1679, grad_norm: 5.5132 2020-07-25 04:43:54,694 - mmaction - INFO - Epoch [86][820/940] lr: 1.000e-04, eta: 2:47:43, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7381, top5_acc: 0.8947, loss_cls: 1.0706, loss: 1.0706, grad_norm: 5.3385 2020-07-25 04:44:06,375 - mmaction - INFO - Epoch [86][840/940] lr: 1.000e-04, eta: 2:47:27, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8869, loss_cls: 1.1015, loss: 1.1015, grad_norm: 5.3333 2020-07-25 04:44:18,125 - mmaction - INFO - Epoch [86][860/940] lr: 1.000e-04, eta: 2:47:11, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8926, loss_cls: 1.1066, loss: 1.1066, grad_norm: 5.4126 2020-07-25 04:44:29,930 - mmaction - INFO - Epoch [86][880/940] lr: 1.000e-04, eta: 2:46:55, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7338, top5_acc: 0.9014, loss_cls: 1.0603, loss: 1.0603, grad_norm: 5.3207 2020-07-25 04:44:41,716 - mmaction - INFO - Epoch [86][900/940] lr: 1.000e-04, eta: 2:46:40, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7186, top5_acc: 0.8922, loss_cls: 1.1122, loss: 1.1122, grad_norm: 5.5280 2020-07-25 04:44:53,463 - mmaction - INFO - Epoch [86][920/940] lr: 1.000e-04, eta: 2:46:24, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7381, top5_acc: 0.8951, loss_cls: 1.0572, loss: 1.0572, grad_norm: 5.2960 2020-07-25 04:45:04,552 - mmaction - INFO - Epoch [86][940/940] lr: 1.000e-04, eta: 2:46:08, time: 0.555, data_time: 0.002, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8911, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.4034 2020-07-25 04:47:40,465 - mmaction - INFO - Epoch [87][20/940] lr: 1.000e-04, eta: 2:46:15, time: 7.525, data_time: 6.852, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8859, loss_cls: 1.1117, loss: 1.1117, grad_norm: 5.4593 2020-07-25 04:47:53,298 - mmaction - INFO - Epoch [87][40/940] lr: 1.000e-04, eta: 2:46:00, time: 0.641, data_time: 0.001, memory: 8344, top1_acc: 0.7172, top5_acc: 0.8887, loss_cls: 1.1175, loss: 1.1175, grad_norm: 5.4631 2020-07-25 04:48:04,909 - mmaction - INFO - Epoch [87][60/940] lr: 1.000e-04, eta: 2:45:44, time: 0.580, data_time: 0.003, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8922, loss_cls: 1.1096, loss: 1.1096, grad_norm: 5.3459 2020-07-25 04:48:16,623 - mmaction - INFO - Epoch [87][80/940] lr: 1.000e-04, eta: 2:45:28, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8812, loss_cls: 1.1356, loss: 1.1356, grad_norm: 5.4467 2020-07-25 04:48:29,099 - mmaction - INFO - Epoch [87][100/940] lr: 1.000e-04, eta: 2:45:12, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8840, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.2667 2020-07-25 04:48:41,330 - mmaction - INFO - Epoch [87][120/940] lr: 1.000e-04, eta: 2:44:57, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8857, loss_cls: 1.1206, loss: 1.1206, grad_norm: 5.4204 2020-07-25 04:48:53,555 - mmaction - INFO - Epoch [87][140/940] lr: 1.000e-04, eta: 2:44:41, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8873, loss_cls: 1.1494, loss: 1.1494, grad_norm: 5.5285 2020-07-25 04:49:05,200 - mmaction - INFO - Epoch [87][160/940] lr: 1.000e-04, eta: 2:44:25, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7125, top5_acc: 0.8842, loss_cls: 1.1634, loss: 1.1634, grad_norm: 5.5724 2020-07-25 04:49:16,931 - mmaction - INFO - Epoch [87][180/940] lr: 1.000e-04, eta: 2:44:10, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8848, loss_cls: 1.1358, loss: 1.1358, grad_norm: 5.5101 2020-07-25 04:49:28,698 - mmaction - INFO - Epoch [87][200/940] lr: 1.000e-04, eta: 2:43:54, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8869, loss_cls: 1.1280, loss: 1.1280, grad_norm: 5.3966 2020-07-25 04:49:41,201 - mmaction - INFO - Epoch [87][220/940] lr: 1.000e-04, eta: 2:43:38, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8912, loss_cls: 1.1031, loss: 1.1031, grad_norm: 5.4506 2020-07-25 04:49:53,362 - mmaction - INFO - Epoch [87][240/940] lr: 1.000e-04, eta: 2:43:23, time: 0.608, data_time: 0.002, memory: 8344, top1_acc: 0.7354, top5_acc: 0.8965, loss_cls: 1.0918, loss: 1.0918, grad_norm: 5.3831 2020-07-25 04:50:05,159 - mmaction - INFO - Epoch [87][260/940] lr: 1.000e-04, eta: 2:43:07, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8904, loss_cls: 1.1084, loss: 1.1084, grad_norm: 5.4969 2020-07-25 04:50:16,849 - mmaction - INFO - Epoch [87][280/940] lr: 1.000e-04, eta: 2:42:51, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8848, loss_cls: 1.1344, loss: 1.1344, grad_norm: 5.4595 2020-07-25 04:50:29,352 - mmaction - INFO - Epoch [87][300/940] lr: 1.000e-04, eta: 2:42:36, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8914, loss_cls: 1.1024, loss: 1.1024, grad_norm: 5.3814 2020-07-25 04:50:41,029 - mmaction - INFO - Epoch [87][320/940] lr: 1.000e-04, eta: 2:42:20, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8908, loss_cls: 1.1040, loss: 1.1040, grad_norm: 5.4071 2020-07-25 04:50:52,823 - mmaction - INFO - Epoch [87][340/940] lr: 1.000e-04, eta: 2:42:04, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8859, loss_cls: 1.1283, loss: 1.1283, grad_norm: 5.4816 2020-07-25 04:51:04,560 - mmaction - INFO - Epoch [87][360/940] lr: 1.000e-04, eta: 2:41:48, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8912, loss_cls: 1.1015, loss: 1.1015, grad_norm: 5.3406 2020-07-25 04:51:16,907 - mmaction - INFO - Epoch [87][380/940] lr: 1.000e-04, eta: 2:41:33, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8895, loss_cls: 1.1219, loss: 1.1219, grad_norm: 5.6035 2020-07-25 04:51:28,668 - mmaction - INFO - Epoch [87][400/940] lr: 1.000e-04, eta: 2:41:17, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8877, loss_cls: 1.0833, loss: 1.0833, grad_norm: 5.4138 2020-07-25 04:51:40,370 - mmaction - INFO - Epoch [87][420/940] lr: 1.000e-04, eta: 2:41:01, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7371, top5_acc: 0.8912, loss_cls: 1.0823, loss: 1.0823, grad_norm: 5.4520 2020-07-25 04:51:52,739 - mmaction - INFO - Epoch [87][440/940] lr: 1.000e-04, eta: 2:40:46, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8975, loss_cls: 1.0906, loss: 1.0906, grad_norm: 5.3467 2020-07-25 04:52:04,389 - mmaction - INFO - Epoch [87][460/940] lr: 1.000e-04, eta: 2:40:30, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8900, loss_cls: 1.0978, loss: 1.0978, grad_norm: 5.3442 2020-07-25 04:52:16,213 - mmaction - INFO - Epoch [87][480/940] lr: 1.000e-04, eta: 2:40:14, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8945, loss_cls: 1.1099, loss: 1.1099, grad_norm: 5.3833 2020-07-25 04:52:28,563 - mmaction - INFO - Epoch [87][500/940] lr: 1.000e-04, eta: 2:39:59, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8900, loss_cls: 1.1050, loss: 1.1050, grad_norm: 5.4858 2020-07-25 04:52:40,224 - mmaction - INFO - Epoch [87][520/940] lr: 1.000e-04, eta: 2:39:43, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8949, loss_cls: 1.0950, loss: 1.0950, grad_norm: 5.4304 2020-07-25 04:52:51,973 - mmaction - INFO - Epoch [87][540/940] lr: 1.000e-04, eta: 2:39:27, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7383, top5_acc: 0.8916, loss_cls: 1.0955, loss: 1.0955, grad_norm: 5.4569 2020-07-25 04:53:04,302 - mmaction - INFO - Epoch [87][560/940] lr: 1.000e-04, eta: 2:39:12, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8902, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.4142 2020-07-25 04:53:16,142 - mmaction - INFO - Epoch [87][580/940] lr: 1.000e-04, eta: 2:38:56, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7105, top5_acc: 0.8830, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.5303 2020-07-25 04:53:27,831 - mmaction - INFO - Epoch [87][600/940] lr: 1.000e-04, eta: 2:38:40, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8967, loss_cls: 1.0930, loss: 1.0930, grad_norm: 5.3961 2020-07-25 04:53:39,638 - mmaction - INFO - Epoch [87][620/940] lr: 1.000e-04, eta: 2:38:25, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8834, loss_cls: 1.1338, loss: 1.1338, grad_norm: 5.4519 2020-07-25 04:53:51,339 - mmaction - INFO - Epoch [87][640/940] lr: 1.000e-04, eta: 2:38:09, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8900, loss_cls: 1.0961, loss: 1.0961, grad_norm: 5.4031 2020-07-25 04:54:03,131 - mmaction - INFO - Epoch [87][660/940] lr: 1.000e-04, eta: 2:37:53, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8848, loss_cls: 1.1062, loss: 1.1062, grad_norm: 5.3507 2020-07-25 04:54:14,929 - mmaction - INFO - Epoch [87][680/940] lr: 1.000e-04, eta: 2:37:38, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7350, top5_acc: 0.8900, loss_cls: 1.1082, loss: 1.1082, grad_norm: 5.3940 2020-07-25 04:54:26,633 - mmaction - INFO - Epoch [87][700/940] lr: 1.000e-04, eta: 2:37:22, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0764, loss: 1.0764, grad_norm: 5.3701 2020-07-25 04:54:38,489 - mmaction - INFO - Epoch [87][720/940] lr: 1.000e-04, eta: 2:37:06, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8957, loss_cls: 1.1083, loss: 1.1083, grad_norm: 5.5206 2020-07-25 04:54:51,252 - mmaction - INFO - Epoch [87][740/940] lr: 1.000e-04, eta: 2:36:51, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.7391, top5_acc: 0.8896, loss_cls: 1.0698, loss: 1.0698, grad_norm: 5.3550 2020-07-25 04:55:02,925 - mmaction - INFO - Epoch [87][760/940] lr: 1.000e-04, eta: 2:36:35, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8881, loss_cls: 1.1105, loss: 1.1105, grad_norm: 5.3590 2020-07-25 04:55:14,777 - mmaction - INFO - Epoch [87][780/940] lr: 1.000e-04, eta: 2:36:19, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7371, top5_acc: 0.8941, loss_cls: 1.0894, loss: 1.0894, grad_norm: 5.3588 2020-07-25 04:55:26,413 - mmaction - INFO - Epoch [87][800/940] lr: 1.000e-04, eta: 2:36:04, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8887, loss_cls: 1.1192, loss: 1.1192, grad_norm: 5.4549 2020-07-25 04:55:38,009 - mmaction - INFO - Epoch [87][820/940] lr: 1.000e-04, eta: 2:35:48, time: 0.580, data_time: 0.002, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8873, loss_cls: 1.0969, loss: 1.0969, grad_norm: 5.3931 2020-07-25 04:55:49,783 - mmaction - INFO - Epoch [87][840/940] lr: 1.000e-04, eta: 2:35:32, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8773, loss_cls: 1.1503, loss: 1.1503, grad_norm: 5.4369 2020-07-25 04:56:01,510 - mmaction - INFO - Epoch [87][860/940] lr: 1.000e-04, eta: 2:35:17, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7361, top5_acc: 0.8936, loss_cls: 1.0801, loss: 1.0801, grad_norm: 5.2947 2020-07-25 04:56:13,249 - mmaction - INFO - Epoch [87][880/940] lr: 1.000e-04, eta: 2:35:01, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8904, loss_cls: 1.1100, loss: 1.1100, grad_norm: 5.4543 2020-07-25 04:56:25,445 - mmaction - INFO - Epoch [87][900/940] lr: 1.000e-04, eta: 2:34:46, time: 0.610, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8850, loss_cls: 1.1355, loss: 1.1355, grad_norm: 5.4419 2020-07-25 04:56:37,888 - mmaction - INFO - Epoch [87][920/940] lr: 1.000e-04, eta: 2:34:30, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7365, top5_acc: 0.8965, loss_cls: 1.0737, loss: 1.0737, grad_norm: 5.3902 2020-07-25 04:56:48,962 - mmaction - INFO - Epoch [87][940/940] lr: 1.000e-04, eta: 2:34:14, time: 0.554, data_time: 0.002, memory: 8344, top1_acc: 0.7181, top5_acc: 0.8821, loss_cls: 1.1380, loss: 1.1380, grad_norm: 5.5953 2020-07-25 04:59:09,634 - mmaction - INFO - Epoch [88][20/940] lr: 1.000e-04, eta: 2:34:17, time: 6.731, data_time: 6.117, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8881, loss_cls: 1.1381, loss: 1.1381, grad_norm: 5.5354 2020-07-25 04:59:22,155 - mmaction - INFO - Epoch [88][40/940] lr: 1.000e-04, eta: 2:34:01, time: 0.626, data_time: 0.008, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8877, loss_cls: 1.1180, loss: 1.1180, grad_norm: 5.4252 2020-07-25 04:59:34,421 - mmaction - INFO - Epoch [88][60/940] lr: 1.000e-04, eta: 2:33:46, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8920, loss_cls: 1.0906, loss: 1.0906, grad_norm: 5.3418 2020-07-25 04:59:46,208 - mmaction - INFO - Epoch [88][80/940] lr: 1.000e-04, eta: 2:33:30, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8902, loss_cls: 1.1182, loss: 1.1182, grad_norm: 5.4503 2020-07-25 04:59:57,857 - mmaction - INFO - Epoch [88][100/940] lr: 1.000e-04, eta: 2:33:14, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7328, top5_acc: 0.8908, loss_cls: 1.0804, loss: 1.0804, grad_norm: 5.3697 2020-07-25 05:00:14,841 - mmaction - INFO - Epoch [88][120/940] lr: 1.000e-04, eta: 2:32:59, time: 0.844, data_time: 0.012, memory: 8344, top1_acc: 0.7391, top5_acc: 0.8967, loss_cls: 1.0761, loss: 1.0761, grad_norm: 5.3374 2020-07-25 05:00:27,193 - mmaction - INFO - Epoch [88][140/940] lr: 1.000e-04, eta: 2:32:44, time: 0.623, data_time: 0.015, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8893, loss_cls: 1.0860, loss: 1.0860, grad_norm: 5.3128 2020-07-25 05:00:39,535 - mmaction - INFO - Epoch [88][160/940] lr: 1.000e-04, eta: 2:32:28, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8852, loss_cls: 1.1278, loss: 1.1278, grad_norm: 5.3979 2020-07-25 05:00:51,441 - mmaction - INFO - Epoch [88][180/940] lr: 1.000e-04, eta: 2:32:13, time: 0.595, data_time: 0.013, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8910, loss_cls: 1.1055, loss: 1.1055, grad_norm: 5.3886 2020-07-25 05:01:03,366 - mmaction - INFO - Epoch [88][200/940] lr: 1.000e-04, eta: 2:31:57, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7436, top5_acc: 0.8936, loss_cls: 1.0623, loss: 1.0623, grad_norm: 5.3840 2020-07-25 05:01:15,513 - mmaction - INFO - Epoch [88][220/940] lr: 1.000e-04, eta: 2:31:41, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8889, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.4354 2020-07-25 05:01:27,234 - mmaction - INFO - Epoch [88][240/940] lr: 1.000e-04, eta: 2:31:26, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8795, loss_cls: 1.1375, loss: 1.1375, grad_norm: 5.4589 2020-07-25 05:01:39,077 - mmaction - INFO - Epoch [88][260/940] lr: 1.000e-04, eta: 2:31:10, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7434, top5_acc: 0.8930, loss_cls: 1.0539, loss: 1.0539, grad_norm: 5.2192 2020-07-25 05:01:50,736 - mmaction - INFO - Epoch [88][280/940] lr: 1.000e-04, eta: 2:30:54, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8889, loss_cls: 1.1314, loss: 1.1314, grad_norm: 5.5501 2020-07-25 05:02:02,496 - mmaction - INFO - Epoch [88][300/940] lr: 1.000e-04, eta: 2:30:39, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1074, loss: 1.1074, grad_norm: 5.4153 2020-07-25 05:02:14,301 - mmaction - INFO - Epoch [88][320/940] lr: 1.000e-04, eta: 2:30:23, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8926, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.4947 2020-07-25 05:02:25,955 - mmaction - INFO - Epoch [88][340/940] lr: 1.000e-04, eta: 2:30:07, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8861, loss_cls: 1.1334, loss: 1.1334, grad_norm: 5.5427 2020-07-25 05:02:38,433 - mmaction - INFO - Epoch [88][360/940] lr: 1.000e-04, eta: 2:29:52, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8893, loss_cls: 1.1162, loss: 1.1162, grad_norm: 5.4783 2020-07-25 05:02:50,163 - mmaction - INFO - Epoch [88][380/940] lr: 1.000e-04, eta: 2:29:36, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7291, top5_acc: 0.8947, loss_cls: 1.0869, loss: 1.0869, grad_norm: 5.4455 2020-07-25 05:03:02,053 - mmaction - INFO - Epoch [88][400/940] lr: 1.000e-04, eta: 2:29:21, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7334, top5_acc: 0.8910, loss_cls: 1.0839, loss: 1.0839, grad_norm: 5.3602 2020-07-25 05:03:14,313 - mmaction - INFO - Epoch [88][420/940] lr: 1.000e-04, eta: 2:29:05, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.0880, loss: 1.0880, grad_norm: 5.4082 2020-07-25 05:03:26,027 - mmaction - INFO - Epoch [88][440/940] lr: 1.000e-04, eta: 2:28:49, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8857, loss_cls: 1.1152, loss: 1.1152, grad_norm: 5.4012 2020-07-25 05:03:38,610 - mmaction - INFO - Epoch [88][460/940] lr: 1.000e-04, eta: 2:28:34, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8918, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.4816 2020-07-25 05:03:50,294 - mmaction - INFO - Epoch [88][480/940] lr: 1.000e-04, eta: 2:28:18, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7236, top5_acc: 0.8887, loss_cls: 1.1234, loss: 1.1234, grad_norm: 5.3969 2020-07-25 05:04:02,689 - mmaction - INFO - Epoch [88][500/940] lr: 1.000e-04, eta: 2:28:03, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8928, loss_cls: 1.1094, loss: 1.1094, grad_norm: 5.4222 2020-07-25 05:04:15,191 - mmaction - INFO - Epoch [88][520/940] lr: 1.000e-04, eta: 2:27:47, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7332, top5_acc: 0.8852, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.3892 2020-07-25 05:04:26,923 - mmaction - INFO - Epoch [88][540/940] lr: 1.000e-04, eta: 2:27:31, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7365, top5_acc: 0.8918, loss_cls: 1.0737, loss: 1.0737, grad_norm: 5.3300 2020-07-25 05:04:39,384 - mmaction - INFO - Epoch [88][560/940] lr: 1.000e-04, eta: 2:27:16, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8867, loss_cls: 1.1031, loss: 1.1031, grad_norm: 5.4263 2020-07-25 05:04:51,141 - mmaction - INFO - Epoch [88][580/940] lr: 1.000e-04, eta: 2:27:00, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8891, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.4242 2020-07-25 05:05:02,814 - mmaction - INFO - Epoch [88][600/940] lr: 1.000e-04, eta: 2:26:45, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8938, loss_cls: 1.0822, loss: 1.0822, grad_norm: 5.3588 2020-07-25 05:05:15,171 - mmaction - INFO - Epoch [88][620/940] lr: 1.000e-04, eta: 2:26:29, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8936, loss_cls: 1.0857, loss: 1.0857, grad_norm: 5.3656 2020-07-25 05:05:26,963 - mmaction - INFO - Epoch [88][640/940] lr: 1.000e-04, eta: 2:26:13, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7076, top5_acc: 0.8777, loss_cls: 1.1779, loss: 1.1779, grad_norm: 5.5870 2020-07-25 05:05:38,802 - mmaction - INFO - Epoch [88][660/940] lr: 1.000e-04, eta: 2:25:58, time: 0.593, data_time: 0.003, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8900, loss_cls: 1.0927, loss: 1.0927, grad_norm: 5.3257 2020-07-25 05:05:51,100 - mmaction - INFO - Epoch [88][680/940] lr: 1.000e-04, eta: 2:25:42, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8887, loss_cls: 1.1213, loss: 1.1213, grad_norm: 5.4717 2020-07-25 05:06:02,934 - mmaction - INFO - Epoch [88][700/940] lr: 1.000e-04, eta: 2:25:27, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8910, loss_cls: 1.1015, loss: 1.1015, grad_norm: 5.4220 2020-07-25 05:06:14,569 - mmaction - INFO - Epoch [88][720/940] lr: 1.000e-04, eta: 2:25:11, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8895, loss_cls: 1.1021, loss: 1.1021, grad_norm: 5.3967 2020-07-25 05:06:26,293 - mmaction - INFO - Epoch [88][740/940] lr: 1.000e-04, eta: 2:24:55, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8961, loss_cls: 1.0746, loss: 1.0746, grad_norm: 5.3779 2020-07-25 05:06:38,625 - mmaction - INFO - Epoch [88][760/940] lr: 1.000e-04, eta: 2:24:40, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8900, loss_cls: 1.1128, loss: 1.1128, grad_norm: 5.3951 2020-07-25 05:06:50,285 - mmaction - INFO - Epoch [88][780/940] lr: 1.000e-04, eta: 2:24:24, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7387, top5_acc: 0.8932, loss_cls: 1.0787, loss: 1.0787, grad_norm: 5.4190 2020-07-25 05:07:02,695 - mmaction - INFO - Epoch [88][800/940] lr: 1.000e-04, eta: 2:24:09, time: 0.622, data_time: 0.003, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8971, loss_cls: 1.0987, loss: 1.0987, grad_norm: 5.4901 2020-07-25 05:07:14,554 - mmaction - INFO - Epoch [88][820/940] lr: 1.000e-04, eta: 2:23:53, time: 0.592, data_time: 0.001, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8980, loss_cls: 1.0739, loss: 1.0739, grad_norm: 5.4679 2020-07-25 05:07:26,973 - mmaction - INFO - Epoch [88][840/940] lr: 1.000e-04, eta: 2:23:37, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8848, loss_cls: 1.1407, loss: 1.1407, grad_norm: 5.4499 2020-07-25 05:07:39,319 - mmaction - INFO - Epoch [88][860/940] lr: 1.000e-04, eta: 2:23:22, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8881, loss_cls: 1.1024, loss: 1.1024, grad_norm: 5.3721 2020-07-25 05:07:51,107 - mmaction - INFO - Epoch [88][880/940] lr: 1.000e-04, eta: 2:23:06, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8879, loss_cls: 1.1364, loss: 1.1364, grad_norm: 5.4303 2020-07-25 05:08:03,559 - mmaction - INFO - Epoch [88][900/940] lr: 1.000e-04, eta: 2:22:51, time: 0.624, data_time: 0.003, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8885, loss_cls: 1.1038, loss: 1.1038, grad_norm: 5.4174 2020-07-25 05:08:15,319 - mmaction - INFO - Epoch [88][920/940] lr: 1.000e-04, eta: 2:22:35, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8916, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.3937 2020-07-25 05:08:26,413 - mmaction - INFO - Epoch [88][940/940] lr: 1.000e-04, eta: 2:22:20, time: 0.556, data_time: 0.002, memory: 8344, top1_acc: 0.7386, top5_acc: 0.8986, loss_cls: 1.0767, loss: 1.0767, grad_norm: 5.5074 2020-07-25 05:11:07,764 - mmaction - INFO - Epoch [89][20/940] lr: 1.000e-04, eta: 2:22:23, time: 7.686, data_time: 7.022, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8848, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.4072 2020-07-25 05:11:20,088 - mmaction - INFO - Epoch [89][40/940] lr: 1.000e-04, eta: 2:22:08, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8906, loss_cls: 1.1056, loss: 1.1056, grad_norm: 5.4917 2020-07-25 05:11:31,734 - mmaction - INFO - Epoch [89][60/940] lr: 1.000e-04, eta: 2:21:52, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7365, top5_acc: 0.8877, loss_cls: 1.0832, loss: 1.0832, grad_norm: 5.3119 2020-07-25 05:11:43,461 - mmaction - INFO - Epoch [89][80/940] lr: 1.000e-04, eta: 2:21:36, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7371, top5_acc: 0.8912, loss_cls: 1.0970, loss: 1.0970, grad_norm: 5.3567 2020-07-25 05:11:55,140 - mmaction - INFO - Epoch [89][100/940] lr: 1.000e-04, eta: 2:21:21, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8850, loss_cls: 1.1239, loss: 1.1239, grad_norm: 5.4137 2020-07-25 05:12:07,457 - mmaction - INFO - Epoch [89][120/940] lr: 1.000e-04, eta: 2:21:05, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7383, top5_acc: 0.8922, loss_cls: 1.0885, loss: 1.0885, grad_norm: 5.4134 2020-07-25 05:12:19,371 - mmaction - INFO - Epoch [89][140/940] lr: 1.000e-04, eta: 2:20:50, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1240, loss: 1.1240, grad_norm: 5.4370 2020-07-25 05:12:31,577 - mmaction - INFO - Epoch [89][160/940] lr: 1.000e-04, eta: 2:20:34, time: 0.610, data_time: 0.002, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8869, loss_cls: 1.1301, loss: 1.1301, grad_norm: 5.4336 2020-07-25 05:12:44,014 - mmaction - INFO - Epoch [89][180/940] lr: 1.000e-04, eta: 2:20:18, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8914, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.3781 2020-07-25 05:12:55,676 - mmaction - INFO - Epoch [89][200/940] lr: 1.000e-04, eta: 2:20:03, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8875, loss_cls: 1.0933, loss: 1.0933, grad_norm: 5.2768 2020-07-25 05:13:07,372 - mmaction - INFO - Epoch [89][220/940] lr: 1.000e-04, eta: 2:19:47, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8863, loss_cls: 1.1169, loss: 1.1169, grad_norm: 5.4810 2020-07-25 05:13:19,658 - mmaction - INFO - Epoch [89][240/940] lr: 1.000e-04, eta: 2:19:32, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8922, loss_cls: 1.0787, loss: 1.0787, grad_norm: 5.3450 2020-07-25 05:13:31,447 - mmaction - INFO - Epoch [89][260/940] lr: 1.000e-04, eta: 2:19:16, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8850, loss_cls: 1.1145, loss: 1.1145, grad_norm: 5.4785 2020-07-25 05:13:43,309 - mmaction - INFO - Epoch [89][280/940] lr: 1.000e-04, eta: 2:19:00, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8928, loss_cls: 1.1107, loss: 1.1107, grad_norm: 5.4653 2020-07-25 05:13:55,045 - mmaction - INFO - Epoch [89][300/940] lr: 1.000e-04, eta: 2:18:45, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.0977, loss: 1.0977, grad_norm: 5.4790 2020-07-25 05:14:07,670 - mmaction - INFO - Epoch [89][320/940] lr: 1.000e-04, eta: 2:18:29, time: 0.631, data_time: 0.002, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8928, loss_cls: 1.1079, loss: 1.1079, grad_norm: 5.4418 2020-07-25 05:14:19,337 - mmaction - INFO - Epoch [89][340/940] lr: 1.000e-04, eta: 2:18:14, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8852, loss_cls: 1.1365, loss: 1.1365, grad_norm: 5.4630 2020-07-25 05:14:31,505 - mmaction - INFO - Epoch [89][360/940] lr: 1.000e-04, eta: 2:17:58, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8916, loss_cls: 1.0963, loss: 1.0963, grad_norm: 5.4162 2020-07-25 05:14:43,436 - mmaction - INFO - Epoch [89][380/940] lr: 1.000e-04, eta: 2:17:43, time: 0.597, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8830, loss_cls: 1.1337, loss: 1.1337, grad_norm: 5.3934 2020-07-25 05:14:55,858 - mmaction - INFO - Epoch [89][400/940] lr: 1.000e-04, eta: 2:17:27, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1478, loss: 1.1478, grad_norm: 5.5795 2020-07-25 05:15:08,353 - mmaction - INFO - Epoch [89][420/940] lr: 1.000e-04, eta: 2:17:12, time: 0.626, data_time: 0.003, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8893, loss_cls: 1.1019, loss: 1.1019, grad_norm: 5.4171 2020-07-25 05:15:20,731 - mmaction - INFO - Epoch [89][440/940] lr: 1.000e-04, eta: 2:16:56, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7338, top5_acc: 0.8920, loss_cls: 1.1042, loss: 1.1042, grad_norm: 5.3434 2020-07-25 05:15:32,454 - mmaction - INFO - Epoch [89][460/940] lr: 1.000e-04, eta: 2:16:40, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8967, loss_cls: 1.0724, loss: 1.0724, grad_norm: 5.4442 2020-07-25 05:15:45,017 - mmaction - INFO - Epoch [89][480/940] lr: 1.000e-04, eta: 2:16:25, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7197, top5_acc: 0.8908, loss_cls: 1.1130, loss: 1.1130, grad_norm: 5.5024 2020-07-25 05:15:56,680 - mmaction - INFO - Epoch [89][500/940] lr: 1.000e-04, eta: 2:16:09, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8895, loss_cls: 1.0884, loss: 1.0884, grad_norm: 5.3121 2020-07-25 05:16:09,033 - mmaction - INFO - Epoch [89][520/940] lr: 1.000e-04, eta: 2:15:54, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7367, top5_acc: 0.8969, loss_cls: 1.0577, loss: 1.0577, grad_norm: 5.3498 2020-07-25 05:16:20,744 - mmaction - INFO - Epoch [89][540/940] lr: 1.000e-04, eta: 2:15:38, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8906, loss_cls: 1.1123, loss: 1.1123, grad_norm: 5.4708 2020-07-25 05:16:33,118 - mmaction - INFO - Epoch [89][560/940] lr: 1.000e-04, eta: 2:15:23, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.0972, loss: 1.0972, grad_norm: 5.4144 2020-07-25 05:16:45,487 - mmaction - INFO - Epoch [89][580/940] lr: 1.000e-04, eta: 2:15:07, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7404, top5_acc: 0.8939, loss_cls: 1.0737, loss: 1.0737, grad_norm: 5.2666 2020-07-25 05:16:57,198 - mmaction - INFO - Epoch [89][600/940] lr: 1.000e-04, eta: 2:14:52, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8855, loss_cls: 1.1349, loss: 1.1349, grad_norm: 5.5364 2020-07-25 05:17:08,932 - mmaction - INFO - Epoch [89][620/940] lr: 1.000e-04, eta: 2:14:36, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8928, loss_cls: 1.1171, loss: 1.1171, grad_norm: 5.4459 2020-07-25 05:17:20,703 - mmaction - INFO - Epoch [89][640/940] lr: 1.000e-04, eta: 2:14:20, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8916, loss_cls: 1.0951, loss: 1.0951, grad_norm: 5.3688 2020-07-25 05:17:32,454 - mmaction - INFO - Epoch [89][660/940] lr: 1.000e-04, eta: 2:14:05, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7354, top5_acc: 0.8889, loss_cls: 1.1039, loss: 1.1039, grad_norm: 5.4573 2020-07-25 05:17:44,222 - mmaction - INFO - Epoch [89][680/940] lr: 1.000e-04, eta: 2:13:49, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8826, loss_cls: 1.1244, loss: 1.1244, grad_norm: 5.4530 2020-07-25 05:17:56,022 - mmaction - INFO - Epoch [89][700/940] lr: 1.000e-04, eta: 2:13:34, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8980, loss_cls: 1.0843, loss: 1.0843, grad_norm: 5.4131 2020-07-25 05:18:08,577 - mmaction - INFO - Epoch [89][720/940] lr: 1.000e-04, eta: 2:13:18, time: 0.628, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8904, loss_cls: 1.0999, loss: 1.0999, grad_norm: 5.4710 2020-07-25 05:18:20,847 - mmaction - INFO - Epoch [89][740/940] lr: 1.000e-04, eta: 2:13:03, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8936, loss_cls: 1.0881, loss: 1.0881, grad_norm: 5.4183 2020-07-25 05:18:32,791 - mmaction - INFO - Epoch [89][760/940] lr: 1.000e-04, eta: 2:12:47, time: 0.598, data_time: 0.002, memory: 8344, top1_acc: 0.7324, top5_acc: 0.8959, loss_cls: 1.0793, loss: 1.0793, grad_norm: 5.4083 2020-07-25 05:18:45,238 - mmaction - INFO - Epoch [89][780/940] lr: 1.000e-04, eta: 2:12:32, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8893, loss_cls: 1.0979, loss: 1.0979, grad_norm: 5.4295 2020-07-25 05:18:56,975 - mmaction - INFO - Epoch [89][800/940] lr: 1.000e-04, eta: 2:12:16, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7311, top5_acc: 0.8949, loss_cls: 1.0819, loss: 1.0819, grad_norm: 5.3960 2020-07-25 05:19:08,764 - mmaction - INFO - Epoch [89][820/940] lr: 1.000e-04, eta: 2:12:00, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7350, top5_acc: 0.8873, loss_cls: 1.0908, loss: 1.0908, grad_norm: 5.3709 2020-07-25 05:19:20,526 - mmaction - INFO - Epoch [89][840/940] lr: 1.000e-04, eta: 2:11:45, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8916, loss_cls: 1.0990, loss: 1.0990, grad_norm: 5.4016 2020-07-25 05:19:32,918 - mmaction - INFO - Epoch [89][860/940] lr: 1.000e-04, eta: 2:11:29, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7373, top5_acc: 0.8904, loss_cls: 1.0755, loss: 1.0755, grad_norm: 5.2961 2020-07-25 05:19:44,800 - mmaction - INFO - Epoch [89][880/940] lr: 1.000e-04, eta: 2:11:14, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8904, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.5076 2020-07-25 05:19:57,134 - mmaction - INFO - Epoch [89][900/940] lr: 1.000e-04, eta: 2:10:58, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7400, top5_acc: 0.8990, loss_cls: 1.0454, loss: 1.0454, grad_norm: 5.3381 2020-07-25 05:20:09,002 - mmaction - INFO - Epoch [89][920/940] lr: 1.000e-04, eta: 2:10:43, time: 0.593, data_time: 0.004, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8908, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.5001 2020-07-25 05:20:20,106 - mmaction - INFO - Epoch [89][940/940] lr: 1.000e-04, eta: 2:10:27, time: 0.555, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8907, loss_cls: 1.1012, loss: 1.1012, grad_norm: 5.4894 2020-07-25 05:22:32,455 - mmaction - INFO - Epoch [90][20/940] lr: 1.000e-04, eta: 2:10:26, time: 6.266, data_time: 5.622, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8910, loss_cls: 1.1168, loss: 1.1168, grad_norm: 5.4787 2020-07-25 05:22:44,209 - mmaction - INFO - Epoch [90][40/940] lr: 1.000e-04, eta: 2:10:10, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8863, loss_cls: 1.1211, loss: 1.1211, grad_norm: 5.4443 2020-07-25 05:22:56,486 - mmaction - INFO - Epoch [90][60/940] lr: 1.000e-04, eta: 2:09:55, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8914, loss_cls: 1.0880, loss: 1.0880, grad_norm: 5.4101 2020-07-25 05:23:08,720 - mmaction - INFO - Epoch [90][80/940] lr: 1.000e-04, eta: 2:09:39, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8887, loss_cls: 1.1258, loss: 1.1258, grad_norm: 5.4910 2020-07-25 05:23:20,480 - mmaction - INFO - Epoch [90][100/940] lr: 1.000e-04, eta: 2:09:23, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7371, top5_acc: 0.8928, loss_cls: 1.0957, loss: 1.0957, grad_norm: 5.4236 2020-07-25 05:23:32,178 - mmaction - INFO - Epoch [90][120/940] lr: 1.000e-04, eta: 2:09:08, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8865, loss_cls: 1.1088, loss: 1.1088, grad_norm: 5.4186 2020-07-25 05:23:44,600 - mmaction - INFO - Epoch [90][140/940] lr: 1.000e-04, eta: 2:08:52, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8877, loss_cls: 1.1313, loss: 1.1313, grad_norm: 5.4163 2020-07-25 05:23:56,316 - mmaction - INFO - Epoch [90][160/940] lr: 1.000e-04, eta: 2:08:37, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8848, loss_cls: 1.1102, loss: 1.1102, grad_norm: 5.4840 2020-07-25 05:24:08,826 - mmaction - INFO - Epoch [90][180/940] lr: 1.000e-04, eta: 2:08:21, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8850, loss_cls: 1.1261, loss: 1.1261, grad_norm: 5.4963 2020-07-25 05:24:21,163 - mmaction - INFO - Epoch [90][200/940] lr: 1.000e-04, eta: 2:08:06, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7332, top5_acc: 0.8906, loss_cls: 1.0905, loss: 1.0905, grad_norm: 5.3120 2020-07-25 05:24:32,854 - mmaction - INFO - Epoch [90][220/940] lr: 1.000e-04, eta: 2:07:50, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8910, loss_cls: 1.0966, loss: 1.0966, grad_norm: 5.4004 2020-07-25 05:24:45,225 - mmaction - INFO - Epoch [90][240/940] lr: 1.000e-04, eta: 2:07:35, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8854, loss_cls: 1.1251, loss: 1.1251, grad_norm: 5.5431 2020-07-25 05:24:57,587 - mmaction - INFO - Epoch [90][260/940] lr: 1.000e-04, eta: 2:07:19, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7291, top5_acc: 0.8881, loss_cls: 1.1206, loss: 1.1206, grad_norm: 5.4430 2020-07-25 05:25:09,465 - mmaction - INFO - Epoch [90][280/940] lr: 1.000e-04, eta: 2:07:04, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7240, top5_acc: 0.8842, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.4779 2020-07-25 05:25:22,280 - mmaction - INFO - Epoch [90][300/940] lr: 1.000e-04, eta: 2:06:48, time: 0.642, data_time: 0.025, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8846, loss_cls: 1.1354, loss: 1.1354, grad_norm: 5.4632 2020-07-25 05:25:33,945 - mmaction - INFO - Epoch [90][320/940] lr: 1.000e-04, eta: 2:06:33, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7416, top5_acc: 0.8902, loss_cls: 1.0846, loss: 1.0846, grad_norm: 5.3366 2020-07-25 05:25:45,638 - mmaction - INFO - Epoch [90][340/940] lr: 1.000e-04, eta: 2:06:17, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8924, loss_cls: 1.1188, loss: 1.1188, grad_norm: 5.4818 2020-07-25 05:25:58,407 - mmaction - INFO - Epoch [90][360/940] lr: 1.000e-04, eta: 2:06:02, time: 0.638, data_time: 0.002, memory: 8344, top1_acc: 0.7324, top5_acc: 0.8926, loss_cls: 1.0818, loss: 1.0818, grad_norm: 5.3710 2020-07-25 05:26:10,254 - mmaction - INFO - Epoch [90][380/940] lr: 1.000e-04, eta: 2:05:46, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8908, loss_cls: 1.0982, loss: 1.0982, grad_norm: 5.3933 2020-07-25 05:26:22,115 - mmaction - INFO - Epoch [90][400/940] lr: 1.000e-04, eta: 2:05:31, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1026, loss: 1.1026, grad_norm: 5.3821 2020-07-25 05:26:33,742 - mmaction - INFO - Epoch [90][420/940] lr: 1.000e-04, eta: 2:05:15, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7383, top5_acc: 0.8949, loss_cls: 1.0577, loss: 1.0577, grad_norm: 5.2869 2020-07-25 05:26:46,179 - mmaction - INFO - Epoch [90][440/940] lr: 1.000e-04, eta: 2:04:59, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1277, loss: 1.1277, grad_norm: 5.4294 2020-07-25 05:26:58,096 - mmaction - INFO - Epoch [90][460/940] lr: 1.000e-04, eta: 2:04:44, time: 0.596, data_time: 0.003, memory: 8344, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.0618, loss: 1.0618, grad_norm: 5.4200 2020-07-25 05:27:10,429 - mmaction - INFO - Epoch [90][480/940] lr: 1.000e-04, eta: 2:04:28, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7410, top5_acc: 0.8869, loss_cls: 1.0909, loss: 1.0909, grad_norm: 5.3723 2020-07-25 05:27:22,080 - mmaction - INFO - Epoch [90][500/940] lr: 1.000e-04, eta: 2:04:13, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8889, loss_cls: 1.1046, loss: 1.1046, grad_norm: 5.3722 2020-07-25 05:27:33,847 - mmaction - INFO - Epoch [90][520/940] lr: 1.000e-04, eta: 2:03:57, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8871, loss_cls: 1.1230, loss: 1.1230, grad_norm: 5.4938 2020-07-25 05:27:46,380 - mmaction - INFO - Epoch [90][540/940] lr: 1.000e-04, eta: 2:03:42, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8920, loss_cls: 1.0976, loss: 1.0976, grad_norm: 5.4510 2020-07-25 05:27:58,665 - mmaction - INFO - Epoch [90][560/940] lr: 1.000e-04, eta: 2:03:26, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7342, top5_acc: 0.8898, loss_cls: 1.0942, loss: 1.0942, grad_norm: 5.4210 2020-07-25 05:28:11,223 - mmaction - INFO - Epoch [90][580/940] lr: 1.000e-04, eta: 2:03:11, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7410, top5_acc: 0.8924, loss_cls: 1.0796, loss: 1.0796, grad_norm: 5.3822 2020-07-25 05:28:22,931 - mmaction - INFO - Epoch [90][600/940] lr: 1.000e-04, eta: 2:02:55, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7355, top5_acc: 0.8875, loss_cls: 1.0997, loss: 1.0997, grad_norm: 5.3672 2020-07-25 05:28:35,225 - mmaction - INFO - Epoch [90][620/940] lr: 1.000e-04, eta: 2:02:40, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8910, loss_cls: 1.0931, loss: 1.0931, grad_norm: 5.3718 2020-07-25 05:28:46,916 - mmaction - INFO - Epoch [90][640/940] lr: 1.000e-04, eta: 2:02:24, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8973, loss_cls: 1.0955, loss: 1.0955, grad_norm: 5.4538 2020-07-25 05:28:59,228 - mmaction - INFO - Epoch [90][660/940] lr: 1.000e-04, eta: 2:02:09, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8826, loss_cls: 1.1411, loss: 1.1411, grad_norm: 5.5666 2020-07-25 05:29:11,007 - mmaction - INFO - Epoch [90][680/940] lr: 1.000e-04, eta: 2:01:53, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1193, loss: 1.1193, grad_norm: 5.5520 2020-07-25 05:29:22,706 - mmaction - INFO - Epoch [90][700/940] lr: 1.000e-04, eta: 2:01:38, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8863, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.4828 2020-07-25 05:29:35,031 - mmaction - INFO - Epoch [90][720/940] lr: 1.000e-04, eta: 2:01:22, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8861, loss_cls: 1.1136, loss: 1.1136, grad_norm: 5.4626 2020-07-25 05:29:47,352 - mmaction - INFO - Epoch [90][740/940] lr: 1.000e-04, eta: 2:01:07, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.7174, top5_acc: 0.8838, loss_cls: 1.1401, loss: 1.1401, grad_norm: 5.5205 2020-07-25 05:29:59,018 - mmaction - INFO - Epoch [90][760/940] lr: 1.000e-04, eta: 2:00:51, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.7469, top5_acc: 0.8992, loss_cls: 1.0528, loss: 1.0528, grad_norm: 5.3326 2020-07-25 05:30:11,547 - mmaction - INFO - Epoch [90][780/940] lr: 1.000e-04, eta: 2:00:36, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8910, loss_cls: 1.1131, loss: 1.1131, grad_norm: 5.4112 2020-07-25 05:30:23,197 - mmaction - INFO - Epoch [90][800/940] lr: 1.000e-04, eta: 2:00:20, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8912, loss_cls: 1.0763, loss: 1.0763, grad_norm: 5.3904 2020-07-25 05:30:34,873 - mmaction - INFO - Epoch [90][820/940] lr: 1.000e-04, eta: 2:00:05, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7363, top5_acc: 0.8920, loss_cls: 1.0799, loss: 1.0799, grad_norm: 5.3503 2020-07-25 05:30:46,689 - mmaction - INFO - Epoch [90][840/940] lr: 1.000e-04, eta: 1:59:49, time: 0.590, data_time: 0.007, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.4146 2020-07-25 05:30:58,369 - mmaction - INFO - Epoch [90][860/940] lr: 1.000e-04, eta: 1:59:34, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8947, loss_cls: 1.0839, loss: 1.0839, grad_norm: 5.4459 2020-07-25 05:31:10,794 - mmaction - INFO - Epoch [90][880/940] lr: 1.000e-04, eta: 1:59:18, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7393, top5_acc: 0.8955, loss_cls: 1.0550, loss: 1.0550, grad_norm: 5.3503 2020-07-25 05:31:23,197 - mmaction - INFO - Epoch [90][900/940] lr: 1.000e-04, eta: 1:59:03, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.5096 2020-07-25 05:31:35,576 - mmaction - INFO - Epoch [90][920/940] lr: 1.000e-04, eta: 1:58:48, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8918, loss_cls: 1.0861, loss: 1.0861, grad_norm: 5.4061 2020-07-25 05:31:46,663 - mmaction - INFO - Epoch [90][940/940] lr: 1.000e-04, eta: 1:58:32, time: 0.555, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8907, loss_cls: 1.0948, loss: 1.0948, grad_norm: 5.5253 2020-07-25 05:31:50,228 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-07-25 05:34:21,376 - mmaction - INFO - Epoch [91][20/940] lr: 1.000e-04, eta: 1:58:32, time: 7.536, data_time: 6.838, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8883, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.4452 2020-07-25 05:34:33,572 - mmaction - INFO - Epoch [91][40/940] lr: 1.000e-04, eta: 1:58:16, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8904, loss_cls: 1.1173, loss: 1.1173, grad_norm: 5.5704 2020-07-25 05:34:45,254 - mmaction - INFO - Epoch [91][60/940] lr: 1.000e-04, eta: 1:58:01, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7352, top5_acc: 0.9021, loss_cls: 1.0683, loss: 1.0683, grad_norm: 5.3975 2020-07-25 05:34:56,859 - mmaction - INFO - Epoch [91][80/940] lr: 1.000e-04, eta: 1:57:45, time: 0.581, data_time: 0.003, memory: 8344, top1_acc: 0.7342, top5_acc: 0.8887, loss_cls: 1.0854, loss: 1.0854, grad_norm: 5.3242 2020-07-25 05:35:09,296 - mmaction - INFO - Epoch [91][100/940] lr: 1.000e-04, eta: 1:57:30, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7391, top5_acc: 0.8951, loss_cls: 1.0619, loss: 1.0619, grad_norm: 5.4093 2020-07-25 05:35:20,992 - mmaction - INFO - Epoch [91][120/940] lr: 1.000e-04, eta: 1:57:14, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8900, loss_cls: 1.1089, loss: 1.1089, grad_norm: 5.4571 2020-07-25 05:35:33,306 - mmaction - INFO - Epoch [91][140/940] lr: 1.000e-04, eta: 1:56:59, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8926, loss_cls: 1.0908, loss: 1.0908, grad_norm: 5.3650 2020-07-25 05:35:45,130 - mmaction - INFO - Epoch [91][160/940] lr: 1.000e-04, eta: 1:56:43, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.0972, loss: 1.0972, grad_norm: 5.4544 2020-07-25 05:35:56,882 - mmaction - INFO - Epoch [91][180/940] lr: 1.000e-04, eta: 1:56:28, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8863, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.4936 2020-07-25 05:36:08,473 - mmaction - INFO - Epoch [91][200/940] lr: 1.000e-04, eta: 1:56:12, time: 0.579, data_time: 0.001, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8846, loss_cls: 1.1413, loss: 1.1413, grad_norm: 5.5346 2020-07-25 05:36:21,021 - mmaction - INFO - Epoch [91][220/940] lr: 1.000e-04, eta: 1:55:57, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8898, loss_cls: 1.1259, loss: 1.1259, grad_norm: 5.6183 2020-07-25 05:36:32,685 - mmaction - INFO - Epoch [91][240/940] lr: 1.000e-04, eta: 1:55:41, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7422, top5_acc: 0.8986, loss_cls: 1.0479, loss: 1.0479, grad_norm: 5.4018 2020-07-25 05:36:45,041 - mmaction - INFO - Epoch [91][260/940] lr: 1.000e-04, eta: 1:55:26, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1354, loss: 1.1354, grad_norm: 5.5621 2020-07-25 05:36:56,878 - mmaction - INFO - Epoch [91][280/940] lr: 1.000e-04, eta: 1:55:10, time: 0.593, data_time: 0.002, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8867, loss_cls: 1.1198, loss: 1.1198, grad_norm: 5.4465 2020-07-25 05:37:08,549 - mmaction - INFO - Epoch [91][300/940] lr: 1.000e-04, eta: 1:54:55, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.0825, loss: 1.0825, grad_norm: 5.2551 2020-07-25 05:37:20,880 - mmaction - INFO - Epoch [91][320/940] lr: 1.000e-04, eta: 1:54:39, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8887, loss_cls: 1.1160, loss: 1.1160, grad_norm: 5.5368 2020-07-25 05:37:33,246 - mmaction - INFO - Epoch [91][340/940] lr: 1.000e-04, eta: 1:54:24, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8934, loss_cls: 1.1111, loss: 1.1111, grad_norm: 5.4727 2020-07-25 05:37:45,253 - mmaction - INFO - Epoch [91][360/940] lr: 1.000e-04, eta: 1:54:08, time: 0.600, data_time: 0.010, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8865, loss_cls: 1.1201, loss: 1.1201, grad_norm: 5.4246 2020-07-25 05:37:57,795 - mmaction - INFO - Epoch [91][380/940] lr: 1.000e-04, eta: 1:53:53, time: 0.627, data_time: 0.002, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8916, loss_cls: 1.0952, loss: 1.0952, grad_norm: 5.4234 2020-07-25 05:38:09,531 - mmaction - INFO - Epoch [91][400/940] lr: 1.000e-04, eta: 1:53:37, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8881, loss_cls: 1.1076, loss: 1.1076, grad_norm: 5.4263 2020-07-25 05:38:21,168 - mmaction - INFO - Epoch [91][420/940] lr: 1.000e-04, eta: 1:53:22, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8859, loss_cls: 1.1109, loss: 1.1109, grad_norm: 5.4382 2020-07-25 05:38:33,530 - mmaction - INFO - Epoch [91][440/940] lr: 1.000e-04, eta: 1:53:06, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8900, loss_cls: 1.0946, loss: 1.0946, grad_norm: 5.4447 2020-07-25 05:38:45,216 - mmaction - INFO - Epoch [91][460/940] lr: 1.000e-04, eta: 1:52:51, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8848, loss_cls: 1.1015, loss: 1.1015, grad_norm: 5.3703 2020-07-25 05:38:57,544 - mmaction - INFO - Epoch [91][480/940] lr: 1.000e-04, eta: 1:52:35, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8918, loss_cls: 1.0696, loss: 1.0696, grad_norm: 5.3846 2020-07-25 05:39:09,285 - mmaction - INFO - Epoch [91][500/940] lr: 1.000e-04, eta: 1:52:20, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7373, top5_acc: 0.8842, loss_cls: 1.1095, loss: 1.1095, grad_norm: 5.3987 2020-07-25 05:39:21,007 - mmaction - INFO - Epoch [91][520/940] lr: 1.000e-04, eta: 1:52:04, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8883, loss_cls: 1.1003, loss: 1.1003, grad_norm: 5.3807 2020-07-25 05:39:33,381 - mmaction - INFO - Epoch [91][540/940] lr: 1.000e-04, eta: 1:51:49, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8900, loss_cls: 1.1111, loss: 1.1111, grad_norm: 5.4122 2020-07-25 05:39:45,195 - mmaction - INFO - Epoch [91][560/940] lr: 1.000e-04, eta: 1:51:34, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7404, top5_acc: 0.8955, loss_cls: 1.0643, loss: 1.0643, grad_norm: 5.3819 2020-07-25 05:39:57,626 - mmaction - INFO - Epoch [91][580/940] lr: 1.000e-04, eta: 1:51:18, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7324, top5_acc: 0.8883, loss_cls: 1.0902, loss: 1.0902, grad_norm: 5.4125 2020-07-25 05:40:09,366 - mmaction - INFO - Epoch [91][600/940] lr: 1.000e-04, eta: 1:51:03, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8924, loss_cls: 1.1103, loss: 1.1103, grad_norm: 5.4272 2020-07-25 05:40:21,020 - mmaction - INFO - Epoch [91][620/940] lr: 1.000e-04, eta: 1:50:47, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8945, loss_cls: 1.0967, loss: 1.0967, grad_norm: 5.4575 2020-07-25 05:40:32,763 - mmaction - INFO - Epoch [91][640/940] lr: 1.000e-04, eta: 1:50:32, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7148, top5_acc: 0.8814, loss_cls: 1.1776, loss: 1.1776, grad_norm: 5.6629 2020-07-25 05:40:45,020 - mmaction - INFO - Epoch [91][660/940] lr: 1.000e-04, eta: 1:50:16, time: 0.614, data_time: 0.003, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8824, loss_cls: 1.1299, loss: 1.1299, grad_norm: 5.4362 2020-07-25 05:40:56,823 - mmaction - INFO - Epoch [91][680/940] lr: 1.000e-04, eta: 1:50:01, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8885, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.5005 2020-07-25 05:41:08,662 - mmaction - INFO - Epoch [91][700/940] lr: 1.000e-04, eta: 1:49:45, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8936, loss_cls: 1.0933, loss: 1.0933, grad_norm: 5.3634 2020-07-25 05:41:20,377 - mmaction - INFO - Epoch [91][720/940] lr: 1.000e-04, eta: 1:49:30, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8910, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.4282 2020-07-25 05:41:32,868 - mmaction - INFO - Epoch [91][740/940] lr: 1.000e-04, eta: 1:49:14, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8795, loss_cls: 1.1674, loss: 1.1674, grad_norm: 5.5291 2020-07-25 05:41:44,609 - mmaction - INFO - Epoch [91][760/940] lr: 1.000e-04, eta: 1:48:59, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8883, loss_cls: 1.1118, loss: 1.1118, grad_norm: 5.3953 2020-07-25 05:41:56,482 - mmaction - INFO - Epoch [91][780/940] lr: 1.000e-04, eta: 1:48:43, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7334, top5_acc: 0.8879, loss_cls: 1.0943, loss: 1.0943, grad_norm: 5.3752 2020-07-25 05:42:08,850 - mmaction - INFO - Epoch [91][800/940] lr: 1.000e-04, eta: 1:48:28, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8902, loss_cls: 1.0907, loss: 1.0907, grad_norm: 5.4509 2020-07-25 05:42:21,194 - mmaction - INFO - Epoch [91][820/940] lr: 1.000e-04, eta: 1:48:13, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8926, loss_cls: 1.1081, loss: 1.1081, grad_norm: 5.4726 2020-07-25 05:42:33,128 - mmaction - INFO - Epoch [91][840/940] lr: 1.000e-04, eta: 1:47:57, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7422, top5_acc: 0.8947, loss_cls: 1.0698, loss: 1.0698, grad_norm: 5.2983 2020-07-25 05:42:45,402 - mmaction - INFO - Epoch [91][860/940] lr: 1.000e-04, eta: 1:47:42, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8906, loss_cls: 1.0923, loss: 1.0923, grad_norm: 5.3962 2020-07-25 05:42:57,228 - mmaction - INFO - Epoch [91][880/940] lr: 1.000e-04, eta: 1:47:26, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8809, loss_cls: 1.1577, loss: 1.1577, grad_norm: 5.4984 2020-07-25 05:43:08,926 - mmaction - INFO - Epoch [91][900/940] lr: 1.000e-04, eta: 1:47:11, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8926, loss_cls: 1.0947, loss: 1.0947, grad_norm: 5.4687 2020-07-25 05:43:21,278 - mmaction - INFO - Epoch [91][920/940] lr: 1.000e-04, eta: 1:46:55, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8832, loss_cls: 1.1305, loss: 1.1305, grad_norm: 5.4916 2020-07-25 05:43:32,315 - mmaction - INFO - Epoch [91][940/940] lr: 1.000e-04, eta: 1:46:40, time: 0.552, data_time: 0.001, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8913, loss_cls: 1.0927, loss: 1.0927, grad_norm: 5.4489 2020-07-25 05:46:09,337 - mmaction - INFO - Epoch [92][20/940] lr: 1.000e-04, eta: 1:46:38, time: 7.610, data_time: 6.928, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8855, loss_cls: 1.1157, loss: 1.1157, grad_norm: 5.4443 2020-07-25 05:46:20,958 - mmaction - INFO - Epoch [92][40/940] lr: 1.000e-04, eta: 1:46:23, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8879, loss_cls: 1.1235, loss: 1.1235, grad_norm: 5.4466 2020-07-25 05:46:32,522 - mmaction - INFO - Epoch [92][60/940] lr: 1.000e-04, eta: 1:46:07, time: 0.578, data_time: 0.001, memory: 8344, top1_acc: 0.7352, top5_acc: 0.8908, loss_cls: 1.0888, loss: 1.0888, grad_norm: 5.3474 2020-07-25 05:46:44,243 - mmaction - INFO - Epoch [92][80/940] lr: 1.000e-04, eta: 1:45:52, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7119, top5_acc: 0.8873, loss_cls: 1.1314, loss: 1.1314, grad_norm: 5.5114 2020-07-25 05:46:55,985 - mmaction - INFO - Epoch [92][100/940] lr: 1.000e-04, eta: 1:45:36, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8873, loss_cls: 1.1036, loss: 1.1036, grad_norm: 5.4497 2020-07-25 05:47:07,741 - mmaction - INFO - Epoch [92][120/940] lr: 1.000e-04, eta: 1:45:21, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7338, top5_acc: 0.8893, loss_cls: 1.0960, loss: 1.0960, grad_norm: 5.3666 2020-07-25 05:47:20,060 - mmaction - INFO - Epoch [92][140/940] lr: 1.000e-04, eta: 1:45:05, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8887, loss_cls: 1.1159, loss: 1.1159, grad_norm: 5.4330 2020-07-25 05:47:32,468 - mmaction - INFO - Epoch [92][160/940] lr: 1.000e-04, eta: 1:44:50, time: 0.620, data_time: 0.010, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8865, loss_cls: 1.1154, loss: 1.1154, grad_norm: 5.5025 2020-07-25 05:47:44,928 - mmaction - INFO - Epoch [92][180/940] lr: 1.000e-04, eta: 1:44:34, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0740, loss: 1.0740, grad_norm: 5.3578 2020-07-25 05:47:57,372 - mmaction - INFO - Epoch [92][200/940] lr: 1.000e-04, eta: 1:44:19, time: 0.622, data_time: 0.013, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8902, loss_cls: 1.1118, loss: 1.1118, grad_norm: 5.4933 2020-07-25 05:48:09,019 - mmaction - INFO - Epoch [92][220/940] lr: 1.000e-04, eta: 1:44:03, time: 0.583, data_time: 0.003, memory: 8344, top1_acc: 0.7404, top5_acc: 0.8908, loss_cls: 1.0896, loss: 1.0896, grad_norm: 5.3831 2020-07-25 05:48:21,423 - mmaction - INFO - Epoch [92][240/940] lr: 1.000e-04, eta: 1:43:48, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8932, loss_cls: 1.0795, loss: 1.0795, grad_norm: 5.3733 2020-07-25 05:48:33,147 - mmaction - INFO - Epoch [92][260/940] lr: 1.000e-04, eta: 1:43:33, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8869, loss_cls: 1.1078, loss: 1.1078, grad_norm: 5.4791 2020-07-25 05:48:45,604 - mmaction - INFO - Epoch [92][280/940] lr: 1.000e-04, eta: 1:43:17, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8910, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.4488 2020-07-25 05:48:57,986 - mmaction - INFO - Epoch [92][300/940] lr: 1.000e-04, eta: 1:43:02, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.0859, loss: 1.0859, grad_norm: 5.4077 2020-07-25 05:49:10,270 - mmaction - INFO - Epoch [92][320/940] lr: 1.000e-04, eta: 1:42:46, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.1030, loss: 1.1030, grad_norm: 5.5979 2020-07-25 05:49:22,060 - mmaction - INFO - Epoch [92][340/940] lr: 1.000e-04, eta: 1:42:31, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8967, loss_cls: 1.0959, loss: 1.0959, grad_norm: 5.4361 2020-07-25 05:49:34,318 - mmaction - INFO - Epoch [92][360/940] lr: 1.000e-04, eta: 1:42:15, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8926, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.4236 2020-07-25 05:49:46,537 - mmaction - INFO - Epoch [92][380/940] lr: 1.000e-04, eta: 1:42:00, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.7424, top5_acc: 0.8986, loss_cls: 1.0623, loss: 1.0623, grad_norm: 5.2921 2020-07-25 05:49:58,316 - mmaction - INFO - Epoch [92][400/940] lr: 1.000e-04, eta: 1:41:45, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8930, loss_cls: 1.0818, loss: 1.0818, grad_norm: 5.4103 2020-07-25 05:50:10,708 - mmaction - INFO - Epoch [92][420/940] lr: 1.000e-04, eta: 1:41:29, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8889, loss_cls: 1.0999, loss: 1.0999, grad_norm: 5.4673 2020-07-25 05:50:22,384 - mmaction - INFO - Epoch [92][440/940] lr: 1.000e-04, eta: 1:41:14, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7367, top5_acc: 0.8963, loss_cls: 1.0831, loss: 1.0831, grad_norm: 5.4489 2020-07-25 05:50:34,114 - mmaction - INFO - Epoch [92][460/940] lr: 1.000e-04, eta: 1:40:58, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7252, top5_acc: 0.8844, loss_cls: 1.1342, loss: 1.1342, grad_norm: 5.4476 2020-07-25 05:50:45,803 - mmaction - INFO - Epoch [92][480/940] lr: 1.000e-04, eta: 1:40:43, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7369, top5_acc: 0.8969, loss_cls: 1.0633, loss: 1.0633, grad_norm: 5.4501 2020-07-25 05:50:57,528 - mmaction - INFO - Epoch [92][500/940] lr: 1.000e-04, eta: 1:40:27, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8928, loss_cls: 1.0847, loss: 1.0847, grad_norm: 5.2770 2020-07-25 05:51:09,220 - mmaction - INFO - Epoch [92][520/940] lr: 1.000e-04, eta: 1:40:12, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8893, loss_cls: 1.1084, loss: 1.1084, grad_norm: 5.3849 2020-07-25 05:51:20,846 - mmaction - INFO - Epoch [92][540/940] lr: 1.000e-04, eta: 1:39:56, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8881, loss_cls: 1.1147, loss: 1.1147, grad_norm: 5.4585 2020-07-25 05:51:33,265 - mmaction - INFO - Epoch [92][560/940] lr: 1.000e-04, eta: 1:39:41, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7387, top5_acc: 0.8941, loss_cls: 1.0853, loss: 1.0853, grad_norm: 5.3835 2020-07-25 05:51:45,036 - mmaction - INFO - Epoch [92][580/940] lr: 1.000e-04, eta: 1:39:25, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8947, loss_cls: 1.0810, loss: 1.0810, grad_norm: 5.3183 2020-07-25 05:51:57,497 - mmaction - INFO - Epoch [92][600/940] lr: 1.000e-04, eta: 1:39:10, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7418, top5_acc: 0.8902, loss_cls: 1.0763, loss: 1.0763, grad_norm: 5.3955 2020-07-25 05:52:09,160 - mmaction - INFO - Epoch [92][620/940] lr: 1.000e-04, eta: 1:38:55, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8932, loss_cls: 1.0944, loss: 1.0944, grad_norm: 5.4359 2020-07-25 05:52:21,629 - mmaction - INFO - Epoch [92][640/940] lr: 1.000e-04, eta: 1:38:39, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8926, loss_cls: 1.0962, loss: 1.0962, grad_norm: 5.4192 2020-07-25 05:52:33,970 - mmaction - INFO - Epoch [92][660/940] lr: 1.000e-04, eta: 1:38:24, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7176, top5_acc: 0.8838, loss_cls: 1.1367, loss: 1.1367, grad_norm: 5.5393 2020-07-25 05:52:45,676 - mmaction - INFO - Epoch [92][680/940] lr: 1.000e-04, eta: 1:38:08, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8906, loss_cls: 1.0887, loss: 1.0887, grad_norm: 5.4299 2020-07-25 05:52:57,346 - mmaction - INFO - Epoch [92][700/940] lr: 1.000e-04, eta: 1:37:53, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8932, loss_cls: 1.0908, loss: 1.0908, grad_norm: 5.4895 2020-07-25 05:53:09,048 - mmaction - INFO - Epoch [92][720/940] lr: 1.000e-04, eta: 1:37:38, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8850, loss_cls: 1.1340, loss: 1.1340, grad_norm: 5.5412 2020-07-25 05:53:21,377 - mmaction - INFO - Epoch [92][740/940] lr: 1.000e-04, eta: 1:37:22, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7381, top5_acc: 0.8977, loss_cls: 1.0730, loss: 1.0730, grad_norm: 5.3752 2020-07-25 05:53:33,752 - mmaction - INFO - Epoch [92][760/940] lr: 1.000e-04, eta: 1:37:07, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8932, loss_cls: 1.0907, loss: 1.0907, grad_norm: 5.4377 2020-07-25 05:53:45,424 - mmaction - INFO - Epoch [92][780/940] lr: 1.000e-04, eta: 1:36:51, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8855, loss_cls: 1.1284, loss: 1.1284, grad_norm: 5.5112 2020-07-25 05:53:57,801 - mmaction - INFO - Epoch [92][800/940] lr: 1.000e-04, eta: 1:36:36, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8930, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.4457 2020-07-25 05:54:09,612 - mmaction - INFO - Epoch [92][820/940] lr: 1.000e-04, eta: 1:36:21, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8848, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.4618 2020-07-25 05:54:22,025 - mmaction - INFO - Epoch [92][840/940] lr: 1.000e-04, eta: 1:36:05, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8855, loss_cls: 1.1192, loss: 1.1192, grad_norm: 5.5177 2020-07-25 05:54:33,932 - mmaction - INFO - Epoch [92][860/940] lr: 1.000e-04, eta: 1:35:50, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7115, top5_acc: 0.8852, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.6064 2020-07-25 05:54:46,181 - mmaction - INFO - Epoch [92][880/940] lr: 1.000e-04, eta: 1:35:34, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.7416, top5_acc: 0.8961, loss_cls: 1.0715, loss: 1.0715, grad_norm: 5.2916 2020-07-25 05:54:58,012 - mmaction - INFO - Epoch [92][900/940] lr: 1.000e-04, eta: 1:35:19, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7332, top5_acc: 0.8918, loss_cls: 1.0934, loss: 1.0934, grad_norm: 5.3913 2020-07-25 05:55:09,710 - mmaction - INFO - Epoch [92][920/940] lr: 1.000e-04, eta: 1:35:03, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7342, top5_acc: 0.8932, loss_cls: 1.0892, loss: 1.0892, grad_norm: 5.4074 2020-07-25 05:55:20,774 - mmaction - INFO - Epoch [92][940/940] lr: 1.000e-04, eta: 1:34:48, time: 0.553, data_time: 0.001, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8852, loss_cls: 1.1410, loss: 1.1410, grad_norm: 5.6612 2020-07-25 05:57:38,004 - mmaction - INFO - Epoch [93][20/940] lr: 1.000e-04, eta: 1:34:43, time: 6.627, data_time: 5.948, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8895, loss_cls: 1.1136, loss: 1.1136, grad_norm: 5.4786 2020-07-25 05:57:49,582 - mmaction - INFO - Epoch [93][40/940] lr: 1.000e-04, eta: 1:34:28, time: 0.579, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8945, loss_cls: 1.1040, loss: 1.1040, grad_norm: 5.5095 2020-07-25 05:58:01,950 - mmaction - INFO - Epoch [93][60/940] lr: 1.000e-04, eta: 1:34:12, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7359, top5_acc: 0.8916, loss_cls: 1.0784, loss: 1.0784, grad_norm: 5.3533 2020-07-25 05:58:13,684 - mmaction - INFO - Epoch [93][80/940] lr: 1.000e-04, eta: 1:33:57, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7365, top5_acc: 0.8961, loss_cls: 1.0650, loss: 1.0650, grad_norm: 5.3866 2020-07-25 05:58:25,338 - mmaction - INFO - Epoch [93][100/940] lr: 1.000e-04, eta: 1:33:41, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8934, loss_cls: 1.1075, loss: 1.1075, grad_norm: 5.4326 2020-07-25 05:58:36,950 - mmaction - INFO - Epoch [93][120/940] lr: 1.000e-04, eta: 1:33:26, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8926, loss_cls: 1.0933, loss: 1.0933, grad_norm: 5.3351 2020-07-25 05:58:49,442 - mmaction - INFO - Epoch [93][140/940] lr: 1.000e-04, eta: 1:33:10, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7367, top5_acc: 0.8934, loss_cls: 1.0848, loss: 1.0848, grad_norm: 5.4222 2020-07-25 05:59:01,652 - mmaction - INFO - Epoch [93][160/940] lr: 1.000e-04, eta: 1:32:55, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8834, loss_cls: 1.1383, loss: 1.1383, grad_norm: 5.4673 2020-07-25 05:59:14,128 - mmaction - INFO - Epoch [93][180/940] lr: 1.000e-04, eta: 1:32:40, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8857, loss_cls: 1.1173, loss: 1.1173, grad_norm: 5.5079 2020-07-25 05:59:25,780 - mmaction - INFO - Epoch [93][200/940] lr: 1.000e-04, eta: 1:32:24, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8873, loss_cls: 1.1284, loss: 1.1284, grad_norm: 5.5331 2020-07-25 05:59:37,703 - mmaction - INFO - Epoch [93][220/940] lr: 1.000e-04, eta: 1:32:09, time: 0.597, data_time: 0.013, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8922, loss_cls: 1.0888, loss: 1.0888, grad_norm: 5.4628 2020-07-25 05:59:50,192 - mmaction - INFO - Epoch [93][240/940] lr: 1.000e-04, eta: 1:31:53, time: 0.624, data_time: 0.001, memory: 8344, top1_acc: 0.7205, top5_acc: 0.8848, loss_cls: 1.1417, loss: 1.1417, grad_norm: 5.5347 2020-07-25 06:00:02,986 - mmaction - INFO - Epoch [93][260/940] lr: 1.000e-04, eta: 1:31:38, time: 0.630, data_time: 0.003, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8947, loss_cls: 1.0879, loss: 1.0879, grad_norm: 5.5073 2020-07-25 06:00:20,430 - mmaction - INFO - Epoch [93][280/940] lr: 1.000e-04, eta: 1:31:23, time: 0.879, data_time: 0.020, memory: 8344, top1_acc: 0.7359, top5_acc: 0.8887, loss_cls: 1.1116, loss: 1.1116, grad_norm: 5.4767 2020-07-25 06:00:32,093 - mmaction - INFO - Epoch [93][300/940] lr: 1.000e-04, eta: 1:31:08, time: 0.587, data_time: 0.006, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8887, loss_cls: 1.0991, loss: 1.0991, grad_norm: 5.4768 2020-07-25 06:00:43,722 - mmaction - INFO - Epoch [93][320/940] lr: 1.000e-04, eta: 1:30:52, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7324, top5_acc: 0.8930, loss_cls: 1.0997, loss: 1.0997, grad_norm: 5.4831 2020-07-25 06:00:55,449 - mmaction - INFO - Epoch [93][340/940] lr: 1.000e-04, eta: 1:30:37, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8883, loss_cls: 1.1135, loss: 1.1135, grad_norm: 5.4853 2020-07-25 06:01:07,947 - mmaction - INFO - Epoch [93][360/940] lr: 1.000e-04, eta: 1:30:21, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7459, top5_acc: 0.8885, loss_cls: 1.0846, loss: 1.0846, grad_norm: 5.3876 2020-07-25 06:01:19,644 - mmaction - INFO - Epoch [93][380/940] lr: 1.000e-04, eta: 1:30:06, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7275, top5_acc: 0.8906, loss_cls: 1.1106, loss: 1.1106, grad_norm: 5.4097 2020-07-25 06:01:31,933 - mmaction - INFO - Epoch [93][400/940] lr: 1.000e-04, eta: 1:29:51, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8900, loss_cls: 1.1112, loss: 1.1112, grad_norm: 5.4957 2020-07-25 06:01:43,631 - mmaction - INFO - Epoch [93][420/940] lr: 1.000e-04, eta: 1:29:35, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7396, top5_acc: 0.8949, loss_cls: 1.0768, loss: 1.0768, grad_norm: 5.4045 2020-07-25 06:01:55,623 - mmaction - INFO - Epoch [93][440/940] lr: 1.000e-04, eta: 1:29:20, time: 0.600, data_time: 0.002, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8969, loss_cls: 1.0830, loss: 1.0830, grad_norm: 5.4105 2020-07-25 06:02:07,271 - mmaction - INFO - Epoch [93][460/940] lr: 1.000e-04, eta: 1:29:04, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8773, loss_cls: 1.1671, loss: 1.1671, grad_norm: 5.5481 2020-07-25 06:02:18,945 - mmaction - INFO - Epoch [93][480/940] lr: 1.000e-04, eta: 1:28:49, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1063, loss: 1.1063, grad_norm: 5.4057 2020-07-25 06:02:31,204 - mmaction - INFO - Epoch [93][500/940] lr: 1.000e-04, eta: 1:28:34, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8865, loss_cls: 1.0967, loss: 1.0967, grad_norm: 5.4698 2020-07-25 06:02:43,511 - mmaction - INFO - Epoch [93][520/940] lr: 1.000e-04, eta: 1:28:18, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8857, loss_cls: 1.1413, loss: 1.1413, grad_norm: 5.5701 2020-07-25 06:02:55,341 - mmaction - INFO - Epoch [93][540/940] lr: 1.000e-04, eta: 1:28:03, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1107, loss: 1.1107, grad_norm: 5.4506 2020-07-25 06:03:07,783 - mmaction - INFO - Epoch [93][560/940] lr: 1.000e-04, eta: 1:27:47, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8918, loss_cls: 1.0964, loss: 1.0964, grad_norm: 5.5207 2020-07-25 06:03:19,594 - mmaction - INFO - Epoch [93][580/940] lr: 1.000e-04, eta: 1:27:32, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7332, top5_acc: 0.8947, loss_cls: 1.0945, loss: 1.0945, grad_norm: 5.3577 2020-07-25 06:03:31,942 - mmaction - INFO - Epoch [93][600/940] lr: 1.000e-04, eta: 1:27:17, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7201, top5_acc: 0.8867, loss_cls: 1.1244, loss: 1.1244, grad_norm: 5.5388 2020-07-25 06:03:44,305 - mmaction - INFO - Epoch [93][620/940] lr: 1.000e-04, eta: 1:27:01, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7355, top5_acc: 0.8959, loss_cls: 1.0885, loss: 1.0885, grad_norm: 5.3933 2020-07-25 06:03:56,116 - mmaction - INFO - Epoch [93][640/940] lr: 1.000e-04, eta: 1:26:46, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7359, top5_acc: 0.8900, loss_cls: 1.0879, loss: 1.0879, grad_norm: 5.3308 2020-07-25 06:04:08,477 - mmaction - INFO - Epoch [93][660/940] lr: 1.000e-04, eta: 1:26:31, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8912, loss_cls: 1.0815, loss: 1.0815, grad_norm: 5.4516 2020-07-25 06:04:20,090 - mmaction - INFO - Epoch [93][680/940] lr: 1.000e-04, eta: 1:26:15, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7393, top5_acc: 0.8998, loss_cls: 1.0375, loss: 1.0375, grad_norm: 5.2844 2020-07-25 06:04:32,274 - mmaction - INFO - Epoch [93][700/940] lr: 1.000e-04, eta: 1:26:00, time: 0.609, data_time: 0.001, memory: 8344, top1_acc: 0.7311, top5_acc: 0.8885, loss_cls: 1.1070, loss: 1.1070, grad_norm: 5.4098 2020-07-25 06:04:44,199 - mmaction - INFO - Epoch [93][720/940] lr: 1.000e-04, eta: 1:25:44, time: 0.596, data_time: 0.002, memory: 8344, top1_acc: 0.7402, top5_acc: 0.8980, loss_cls: 1.0556, loss: 1.0556, grad_norm: 5.2481 2020-07-25 06:04:56,557 - mmaction - INFO - Epoch [93][740/940] lr: 1.000e-04, eta: 1:25:29, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8859, loss_cls: 1.1381, loss: 1.1381, grad_norm: 5.5195 2020-07-25 06:05:08,282 - mmaction - INFO - Epoch [93][760/940] lr: 1.000e-04, eta: 1:25:14, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8877, loss_cls: 1.1075, loss: 1.1075, grad_norm: 5.4039 2020-07-25 06:05:19,988 - mmaction - INFO - Epoch [93][780/940] lr: 1.000e-04, eta: 1:24:58, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7389, top5_acc: 0.8918, loss_cls: 1.0767, loss: 1.0767, grad_norm: 5.4529 2020-07-25 06:05:32,480 - mmaction - INFO - Epoch [93][800/940] lr: 1.000e-04, eta: 1:24:43, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8869, loss_cls: 1.1119, loss: 1.1119, grad_norm: 5.4947 2020-07-25 06:05:44,859 - mmaction - INFO - Epoch [93][820/940] lr: 1.000e-04, eta: 1:24:28, time: 0.620, data_time: 0.003, memory: 8344, top1_acc: 0.7225, top5_acc: 0.8936, loss_cls: 1.0947, loss: 1.0947, grad_norm: 5.4779 2020-07-25 06:05:57,176 - mmaction - INFO - Epoch [93][840/940] lr: 1.000e-04, eta: 1:24:12, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8967, loss_cls: 1.0915, loss: 1.0915, grad_norm: 5.4029 2020-07-25 06:06:09,615 - mmaction - INFO - Epoch [93][860/940] lr: 1.000e-04, eta: 1:23:57, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8887, loss_cls: 1.1054, loss: 1.1054, grad_norm: 5.4754 2020-07-25 06:06:21,965 - mmaction - INFO - Epoch [93][880/940] lr: 1.000e-04, eta: 1:23:42, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8920, loss_cls: 1.1035, loss: 1.1035, grad_norm: 5.4395 2020-07-25 06:06:34,280 - mmaction - INFO - Epoch [93][900/940] lr: 1.000e-04, eta: 1:23:26, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7391, top5_acc: 0.8938, loss_cls: 1.0766, loss: 1.0766, grad_norm: 5.3765 2020-07-25 06:06:46,587 - mmaction - INFO - Epoch [93][920/940] lr: 1.000e-04, eta: 1:23:11, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8941, loss_cls: 1.0845, loss: 1.0845, grad_norm: 5.4034 2020-07-25 06:06:57,745 - mmaction - INFO - Epoch [93][940/940] lr: 1.000e-04, eta: 1:22:56, time: 0.558, data_time: 0.001, memory: 8344, top1_acc: 0.7429, top5_acc: 0.8963, loss_cls: 1.0513, loss: 1.0513, grad_norm: 5.4111 2020-07-25 06:09:18,684 - mmaction - INFO - Epoch [94][20/940] lr: 1.000e-04, eta: 1:22:49, time: 6.682, data_time: 6.050, memory: 8344, top1_acc: 0.7193, top5_acc: 0.8873, loss_cls: 1.1223, loss: 1.1223, grad_norm: 5.5302 2020-07-25 06:09:31,039 - mmaction - INFO - Epoch [94][40/940] lr: 1.000e-04, eta: 1:22:34, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8877, loss_cls: 1.1075, loss: 1.1075, grad_norm: 5.4623 2020-07-25 06:09:43,203 - mmaction - INFO - Epoch [94][60/940] lr: 1.000e-04, eta: 1:22:19, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.0451, loss: 1.0451, grad_norm: 5.3365 2020-07-25 06:09:54,973 - mmaction - INFO - Epoch [94][80/940] lr: 1.000e-04, eta: 1:22:03, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8877, loss_cls: 1.1236, loss: 1.1236, grad_norm: 5.5878 2020-07-25 06:10:07,236 - mmaction - INFO - Epoch [94][100/940] lr: 1.000e-04, eta: 1:21:48, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8881, loss_cls: 1.0982, loss: 1.0982, grad_norm: 5.4239 2020-07-25 06:10:19,594 - mmaction - INFO - Epoch [94][120/940] lr: 1.000e-04, eta: 1:21:32, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8854, loss_cls: 1.1057, loss: 1.1057, grad_norm: 5.4308 2020-07-25 06:10:31,873 - mmaction - INFO - Epoch [94][140/940] lr: 1.000e-04, eta: 1:21:17, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7195, top5_acc: 0.8900, loss_cls: 1.1092, loss: 1.1092, grad_norm: 5.4749 2020-07-25 06:10:44,172 - mmaction - INFO - Epoch [94][160/940] lr: 1.000e-04, eta: 1:21:02, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7191, top5_acc: 0.8908, loss_cls: 1.1096, loss: 1.1096, grad_norm: 5.5232 2020-07-25 06:10:55,971 - mmaction - INFO - Epoch [94][180/940] lr: 1.000e-04, eta: 1:20:46, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8918, loss_cls: 1.0886, loss: 1.0886, grad_norm: 5.3535 2020-07-25 06:11:08,761 - mmaction - INFO - Epoch [94][200/940] lr: 1.000e-04, eta: 1:20:31, time: 0.639, data_time: 0.001, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8848, loss_cls: 1.1221, loss: 1.1221, grad_norm: 5.4227 2020-07-25 06:11:20,912 - mmaction - INFO - Epoch [94][220/940] lr: 1.000e-04, eta: 1:20:16, time: 0.607, data_time: 0.002, memory: 8344, top1_acc: 0.7291, top5_acc: 0.8893, loss_cls: 1.1102, loss: 1.1102, grad_norm: 5.4408 2020-07-25 06:11:33,316 - mmaction - INFO - Epoch [94][240/940] lr: 1.000e-04, eta: 1:20:00, time: 0.620, data_time: 0.001, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8895, loss_cls: 1.1008, loss: 1.1008, grad_norm: 5.5421 2020-07-25 06:11:44,954 - mmaction - INFO - Epoch [94][260/940] lr: 1.000e-04, eta: 1:19:45, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8941, loss_cls: 1.1117, loss: 1.1117, grad_norm: 5.5636 2020-07-25 06:11:56,630 - mmaction - INFO - Epoch [94][280/940] lr: 1.000e-04, eta: 1:19:30, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8816, loss_cls: 1.1523, loss: 1.1523, grad_norm: 5.6160 2020-07-25 06:12:08,997 - mmaction - INFO - Epoch [94][300/940] lr: 1.000e-04, eta: 1:19:14, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8869, loss_cls: 1.0981, loss: 1.0981, grad_norm: 5.4498 2020-07-25 06:12:21,360 - mmaction - INFO - Epoch [94][320/940] lr: 1.000e-04, eta: 1:18:59, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8889, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.4826 2020-07-25 06:12:33,792 - mmaction - INFO - Epoch [94][340/940] lr: 1.000e-04, eta: 1:18:43, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8904, loss_cls: 1.1036, loss: 1.1036, grad_norm: 5.3724 2020-07-25 06:12:45,537 - mmaction - INFO - Epoch [94][360/940] lr: 1.000e-04, eta: 1:18:28, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7418, top5_acc: 0.8932, loss_cls: 1.0707, loss: 1.0707, grad_norm: 5.4262 2020-07-25 06:12:57,298 - mmaction - INFO - Epoch [94][380/940] lr: 1.000e-04, eta: 1:18:13, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7166, top5_acc: 0.8809, loss_cls: 1.1594, loss: 1.1594, grad_norm: 5.5473 2020-07-25 06:13:08,958 - mmaction - INFO - Epoch [94][400/940] lr: 1.000e-04, eta: 1:17:57, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7379, top5_acc: 0.8918, loss_cls: 1.1050, loss: 1.1050, grad_norm: 5.5149 2020-07-25 06:13:20,766 - mmaction - INFO - Epoch [94][420/940] lr: 1.000e-04, eta: 1:17:42, time: 0.591, data_time: 0.001, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8871, loss_cls: 1.1179, loss: 1.1179, grad_norm: 5.4404 2020-07-25 06:13:33,246 - mmaction - INFO - Epoch [94][440/940] lr: 1.000e-04, eta: 1:17:27, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8891, loss_cls: 1.1134, loss: 1.1134, grad_norm: 5.4168 2020-07-25 06:13:44,901 - mmaction - INFO - Epoch [94][460/940] lr: 1.000e-04, eta: 1:17:11, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8900, loss_cls: 1.1047, loss: 1.1047, grad_norm: 5.5218 2020-07-25 06:13:57,349 - mmaction - INFO - Epoch [94][480/940] lr: 1.000e-04, eta: 1:16:56, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8889, loss_cls: 1.1043, loss: 1.1043, grad_norm: 5.4927 2020-07-25 06:14:09,686 - mmaction - INFO - Epoch [94][500/940] lr: 1.000e-04, eta: 1:16:41, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8887, loss_cls: 1.1234, loss: 1.1234, grad_norm: 5.4769 2020-07-25 06:14:21,452 - mmaction - INFO - Epoch [94][520/940] lr: 1.000e-04, eta: 1:16:25, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8846, loss_cls: 1.1221, loss: 1.1221, grad_norm: 5.4274 2020-07-25 06:14:33,872 - mmaction - INFO - Epoch [94][540/940] lr: 1.000e-04, eta: 1:16:10, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8850, loss_cls: 1.1418, loss: 1.1418, grad_norm: 5.6442 2020-07-25 06:14:45,554 - mmaction - INFO - Epoch [94][560/940] lr: 1.000e-04, eta: 1:15:55, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7348, top5_acc: 0.9004, loss_cls: 1.0486, loss: 1.0486, grad_norm: 5.3361 2020-07-25 06:14:57,873 - mmaction - INFO - Epoch [94][580/940] lr: 1.000e-04, eta: 1:15:39, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8939, loss_cls: 1.0699, loss: 1.0699, grad_norm: 5.3461 2020-07-25 06:15:09,687 - mmaction - INFO - Epoch [94][600/940] lr: 1.000e-04, eta: 1:15:24, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8914, loss_cls: 1.0853, loss: 1.0853, grad_norm: 5.3920 2020-07-25 06:15:22,133 - mmaction - INFO - Epoch [94][620/940] lr: 1.000e-04, eta: 1:15:09, time: 0.623, data_time: 0.003, memory: 8344, top1_acc: 0.7328, top5_acc: 0.8859, loss_cls: 1.1088, loss: 1.1088, grad_norm: 5.3719 2020-07-25 06:15:33,825 - mmaction - INFO - Epoch [94][640/940] lr: 1.000e-04, eta: 1:14:53, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8893, loss_cls: 1.0952, loss: 1.0952, grad_norm: 5.4492 2020-07-25 06:15:46,270 - mmaction - INFO - Epoch [94][660/940] lr: 1.000e-04, eta: 1:14:38, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8912, loss_cls: 1.0879, loss: 1.0879, grad_norm: 5.4401 2020-07-25 06:15:58,502 - mmaction - INFO - Epoch [94][680/940] lr: 1.000e-04, eta: 1:14:23, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.7352, top5_acc: 0.8939, loss_cls: 1.0958, loss: 1.0958, grad_norm: 5.3899 2020-07-25 06:16:10,922 - mmaction - INFO - Epoch [94][700/940] lr: 1.000e-04, eta: 1:14:07, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7393, top5_acc: 0.8922, loss_cls: 1.0844, loss: 1.0844, grad_norm: 5.4356 2020-07-25 06:16:23,295 - mmaction - INFO - Epoch [94][720/940] lr: 1.000e-04, eta: 1:13:52, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7338, top5_acc: 0.8922, loss_cls: 1.1018, loss: 1.1018, grad_norm: 5.5183 2020-07-25 06:16:34,966 - mmaction - INFO - Epoch [94][740/940] lr: 1.000e-04, eta: 1:13:37, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7291, top5_acc: 0.8916, loss_cls: 1.1020, loss: 1.1020, grad_norm: 5.4990 2020-07-25 06:16:46,794 - mmaction - INFO - Epoch [94][760/940] lr: 1.000e-04, eta: 1:13:21, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8871, loss_cls: 1.1227, loss: 1.1227, grad_norm: 5.4520 2020-07-25 06:16:58,665 - mmaction - INFO - Epoch [94][780/940] lr: 1.000e-04, eta: 1:13:06, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7379, top5_acc: 0.8947, loss_cls: 1.0783, loss: 1.0783, grad_norm: 5.3993 2020-07-25 06:17:10,427 - mmaction - INFO - Epoch [94][800/940] lr: 1.000e-04, eta: 1:12:51, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8949, loss_cls: 1.0908, loss: 1.0908, grad_norm: 5.4110 2020-07-25 06:17:22,663 - mmaction - INFO - Epoch [94][820/940] lr: 1.000e-04, eta: 1:12:35, time: 0.611, data_time: 0.001, memory: 8344, top1_acc: 0.7422, top5_acc: 0.8891, loss_cls: 1.0648, loss: 1.0648, grad_norm: 5.3264 2020-07-25 06:17:34,494 - mmaction - INFO - Epoch [94][840/940] lr: 1.000e-04, eta: 1:12:20, time: 0.592, data_time: 0.003, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8883, loss_cls: 1.1186, loss: 1.1186, grad_norm: 5.5924 2020-07-25 06:17:46,867 - mmaction - INFO - Epoch [94][860/940] lr: 1.000e-04, eta: 1:12:05, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8875, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.3647 2020-07-25 06:17:58,540 - mmaction - INFO - Epoch [94][880/940] lr: 1.000e-04, eta: 1:11:49, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8936, loss_cls: 1.0802, loss: 1.0802, grad_norm: 5.4337 2020-07-25 06:18:10,211 - mmaction - INFO - Epoch [94][900/940] lr: 1.000e-04, eta: 1:11:34, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7328, top5_acc: 0.8932, loss_cls: 1.0788, loss: 1.0788, grad_norm: 5.4322 2020-07-25 06:18:21,909 - mmaction - INFO - Epoch [94][920/940] lr: 1.000e-04, eta: 1:11:19, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8879, loss_cls: 1.0838, loss: 1.0838, grad_norm: 5.3344 2020-07-25 06:18:32,981 - mmaction - INFO - Epoch [94][940/940] lr: 1.000e-04, eta: 1:11:03, time: 0.554, data_time: 0.002, memory: 8344, top1_acc: 0.7352, top5_acc: 0.8976, loss_cls: 1.0734, loss: 1.0734, grad_norm: 5.4800 2020-07-25 06:21:07,344 - mmaction - INFO - Epoch [95][20/940] lr: 1.000e-04, eta: 1:10:57, time: 7.557, data_time: 6.852, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8828, loss_cls: 1.1287, loss: 1.1287, grad_norm: 5.5539 2020-07-25 06:21:19,096 - mmaction - INFO - Epoch [95][40/940] lr: 1.000e-04, eta: 1:10:41, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7406, top5_acc: 0.8934, loss_cls: 1.0683, loss: 1.0683, grad_norm: 5.2793 2020-07-25 06:21:31,361 - mmaction - INFO - Epoch [95][60/940] lr: 1.000e-04, eta: 1:10:26, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8887, loss_cls: 1.1059, loss: 1.1059, grad_norm: 5.4789 2020-07-25 06:21:43,019 - mmaction - INFO - Epoch [95][80/940] lr: 1.000e-04, eta: 1:10:11, time: 0.584, data_time: 0.003, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8943, loss_cls: 1.0843, loss: 1.0843, grad_norm: 5.5259 2020-07-25 06:21:55,512 - mmaction - INFO - Epoch [95][100/940] lr: 1.000e-04, eta: 1:09:55, time: 0.624, data_time: 0.002, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8914, loss_cls: 1.0979, loss: 1.0979, grad_norm: 5.4403 2020-07-25 06:22:07,292 - mmaction - INFO - Epoch [95][120/940] lr: 1.000e-04, eta: 1:09:40, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8920, loss_cls: 1.0833, loss: 1.0833, grad_norm: 5.3803 2020-07-25 06:22:19,615 - mmaction - INFO - Epoch [95][140/940] lr: 1.000e-04, eta: 1:09:25, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8842, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.5222 2020-07-25 06:22:31,934 - mmaction - INFO - Epoch [95][160/940] lr: 1.000e-04, eta: 1:09:09, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8928, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.4559 2020-07-25 06:22:43,573 - mmaction - INFO - Epoch [95][180/940] lr: 1.000e-04, eta: 1:08:54, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.0849, loss: 1.0849, grad_norm: 5.3816 2020-07-25 06:22:56,036 - mmaction - INFO - Epoch [95][200/940] lr: 1.000e-04, eta: 1:08:39, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7357, top5_acc: 0.8930, loss_cls: 1.0696, loss: 1.0696, grad_norm: 5.3610 2020-07-25 06:23:07,685 - mmaction - INFO - Epoch [95][220/940] lr: 1.000e-04, eta: 1:08:23, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7150, top5_acc: 0.8809, loss_cls: 1.1452, loss: 1.1452, grad_norm: 5.4755 2020-07-25 06:23:19,907 - mmaction - INFO - Epoch [95][240/940] lr: 1.000e-04, eta: 1:08:08, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8963, loss_cls: 1.0826, loss: 1.0826, grad_norm: 5.4016 2020-07-25 06:23:31,714 - mmaction - INFO - Epoch [95][260/940] lr: 1.000e-04, eta: 1:07:53, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8953, loss_cls: 1.1003, loss: 1.1003, grad_norm: 5.3968 2020-07-25 06:23:43,365 - mmaction - INFO - Epoch [95][280/940] lr: 1.000e-04, eta: 1:07:37, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8883, loss_cls: 1.1136, loss: 1.1136, grad_norm: 5.4797 2020-07-25 06:23:55,756 - mmaction - INFO - Epoch [95][300/940] lr: 1.000e-04, eta: 1:07:22, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7391, top5_acc: 0.8918, loss_cls: 1.0794, loss: 1.0794, grad_norm: 5.3647 2020-07-25 06:24:07,428 - mmaction - INFO - Epoch [95][320/940] lr: 1.000e-04, eta: 1:07:07, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7352, top5_acc: 0.8963, loss_cls: 1.0663, loss: 1.0663, grad_norm: 5.3645 2020-07-25 06:24:19,674 - mmaction - INFO - Epoch [95][340/940] lr: 1.000e-04, eta: 1:06:51, time: 0.611, data_time: 0.001, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8902, loss_cls: 1.1074, loss: 1.1074, grad_norm: 5.5003 2020-07-25 06:24:31,990 - mmaction - INFO - Epoch [95][360/940] lr: 1.000e-04, eta: 1:06:36, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7373, top5_acc: 0.8963, loss_cls: 1.0742, loss: 1.0742, grad_norm: 5.4645 2020-07-25 06:24:43,685 - mmaction - INFO - Epoch [95][380/940] lr: 1.000e-04, eta: 1:06:21, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8904, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.4449 2020-07-25 06:24:55,942 - mmaction - INFO - Epoch [95][400/940] lr: 1.000e-04, eta: 1:06:05, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.7402, top5_acc: 0.8949, loss_cls: 1.0730, loss: 1.0730, grad_norm: 5.3944 2020-07-25 06:25:07,689 - mmaction - INFO - Epoch [95][420/940] lr: 1.000e-04, eta: 1:05:50, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1274, loss: 1.1274, grad_norm: 5.5491 2020-07-25 06:25:20,320 - mmaction - INFO - Epoch [95][440/940] lr: 1.000e-04, eta: 1:05:35, time: 0.632, data_time: 0.002, memory: 8344, top1_acc: 0.7369, top5_acc: 0.9006, loss_cls: 1.0558, loss: 1.0558, grad_norm: 5.4228 2020-07-25 06:25:32,514 - mmaction - INFO - Epoch [95][460/940] lr: 1.000e-04, eta: 1:05:19, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8887, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.4987 2020-07-25 06:25:44,243 - mmaction - INFO - Epoch [95][480/940] lr: 1.000e-04, eta: 1:05:04, time: 0.587, data_time: 0.003, memory: 8344, top1_acc: 0.7389, top5_acc: 0.8975, loss_cls: 1.0774, loss: 1.0774, grad_norm: 5.4618 2020-07-25 06:25:55,906 - mmaction - INFO - Epoch [95][500/940] lr: 1.000e-04, eta: 1:04:49, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8980, loss_cls: 1.0816, loss: 1.0816, grad_norm: 5.4225 2020-07-25 06:26:07,717 - mmaction - INFO - Epoch [95][520/940] lr: 1.000e-04, eta: 1:04:33, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8945, loss_cls: 1.0700, loss: 1.0700, grad_norm: 5.3378 2020-07-25 06:26:19,387 - mmaction - INFO - Epoch [95][540/940] lr: 1.000e-04, eta: 1:04:18, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7361, top5_acc: 0.8883, loss_cls: 1.0861, loss: 1.0861, grad_norm: 5.3529 2020-07-25 06:26:31,778 - mmaction - INFO - Epoch [95][560/940] lr: 1.000e-04, eta: 1:04:03, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8893, loss_cls: 1.1093, loss: 1.1093, grad_norm: 5.3998 2020-07-25 06:26:43,530 - mmaction - INFO - Epoch [95][580/940] lr: 1.000e-04, eta: 1:03:48, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7416, top5_acc: 0.8896, loss_cls: 1.0754, loss: 1.0754, grad_norm: 5.3532 2020-07-25 06:26:55,108 - mmaction - INFO - Epoch [95][600/940] lr: 1.000e-04, eta: 1:03:32, time: 0.579, data_time: 0.002, memory: 8344, top1_acc: 0.7369, top5_acc: 0.8949, loss_cls: 1.0617, loss: 1.0617, grad_norm: 5.3423 2020-07-25 06:27:07,571 - mmaction - INFO - Epoch [95][620/940] lr: 1.000e-04, eta: 1:03:17, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7209, top5_acc: 0.8861, loss_cls: 1.1497, loss: 1.1497, grad_norm: 5.5323 2020-07-25 06:27:19,248 - mmaction - INFO - Epoch [95][640/940] lr: 1.000e-04, eta: 1:03:02, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1197, loss: 1.1197, grad_norm: 5.5039 2020-07-25 06:27:31,072 - mmaction - INFO - Epoch [95][660/940] lr: 1.000e-04, eta: 1:02:46, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7334, top5_acc: 0.8912, loss_cls: 1.0848, loss: 1.0848, grad_norm: 5.5060 2020-07-25 06:27:43,572 - mmaction - INFO - Epoch [95][680/940] lr: 1.000e-04, eta: 1:02:31, time: 0.625, data_time: 0.001, memory: 8344, top1_acc: 0.7334, top5_acc: 0.8979, loss_cls: 1.0856, loss: 1.0856, grad_norm: 5.3385 2020-07-25 06:27:55,298 - mmaction - INFO - Epoch [95][700/940] lr: 1.000e-04, eta: 1:02:16, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8939, loss_cls: 1.1030, loss: 1.1030, grad_norm: 5.4708 2020-07-25 06:28:07,063 - mmaction - INFO - Epoch [95][720/940] lr: 1.000e-04, eta: 1:02:00, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7227, top5_acc: 0.8871, loss_cls: 1.1270, loss: 1.1270, grad_norm: 5.4236 2020-07-25 06:28:19,272 - mmaction - INFO - Epoch [95][740/940] lr: 1.000e-04, eta: 1:01:45, time: 0.611, data_time: 0.001, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8980, loss_cls: 1.0689, loss: 1.0689, grad_norm: 5.4511 2020-07-25 06:28:31,169 - mmaction - INFO - Epoch [95][760/940] lr: 1.000e-04, eta: 1:01:30, time: 0.594, data_time: 0.001, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8953, loss_cls: 1.0931, loss: 1.0931, grad_norm: 5.4664 2020-07-25 06:28:42,958 - mmaction - INFO - Epoch [95][780/940] lr: 1.000e-04, eta: 1:01:14, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8904, loss_cls: 1.0931, loss: 1.0931, grad_norm: 5.4670 2020-07-25 06:28:54,737 - mmaction - INFO - Epoch [95][800/940] lr: 1.000e-04, eta: 1:00:59, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8926, loss_cls: 1.0929, loss: 1.0929, grad_norm: 5.4467 2020-07-25 06:29:06,911 - mmaction - INFO - Epoch [95][820/940] lr: 1.000e-04, eta: 1:00:44, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8896, loss_cls: 1.0944, loss: 1.0944, grad_norm: 5.4743 2020-07-25 06:29:19,122 - mmaction - INFO - Epoch [95][840/940] lr: 1.000e-04, eta: 1:00:29, time: 0.611, data_time: 0.001, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8973, loss_cls: 1.0922, loss: 1.0922, grad_norm: 5.5250 2020-07-25 06:29:30,953 - mmaction - INFO - Epoch [95][860/940] lr: 1.000e-04, eta: 1:00:13, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8910, loss_cls: 1.0910, loss: 1.0910, grad_norm: 5.4514 2020-07-25 06:29:42,759 - mmaction - INFO - Epoch [95][880/940] lr: 1.000e-04, eta: 0:59:58, time: 0.590, data_time: 0.003, memory: 8344, top1_acc: 0.7311, top5_acc: 0.8914, loss_cls: 1.0994, loss: 1.0994, grad_norm: 5.4757 2020-07-25 06:29:54,530 - mmaction - INFO - Epoch [95][900/940] lr: 1.000e-04, eta: 0:59:43, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8912, loss_cls: 1.1155, loss: 1.1155, grad_norm: 5.4541 2020-07-25 06:30:06,931 - mmaction - INFO - Epoch [95][920/940] lr: 1.000e-04, eta: 0:59:27, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8873, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.5315 2020-07-25 06:30:18,041 - mmaction - INFO - Epoch [95][940/940] lr: 1.000e-04, eta: 0:59:12, time: 0.555, data_time: 0.002, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8947, loss_cls: 1.0794, loss: 1.0794, grad_norm: 5.5166 2020-07-25 06:30:23,910 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-07-25 06:32:58,203 - mmaction - INFO - Epoch [96][20/940] lr: 1.000e-04, eta: 0:59:04, time: 7.695, data_time: 7.008, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8861, loss_cls: 1.1033, loss: 1.1033, grad_norm: 5.4481 2020-07-25 06:33:09,824 - mmaction - INFO - Epoch [96][40/940] lr: 1.000e-04, eta: 0:58:49, time: 0.581, data_time: 0.003, memory: 8344, top1_acc: 0.7410, top5_acc: 0.8934, loss_cls: 1.0567, loss: 1.0567, grad_norm: 5.3440 2020-07-25 06:33:22,037 - mmaction - INFO - Epoch [96][60/940] lr: 1.000e-04, eta: 0:58:34, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8973, loss_cls: 1.0922, loss: 1.0922, grad_norm: 5.4711 2020-07-25 06:33:34,402 - mmaction - INFO - Epoch [96][80/940] lr: 1.000e-04, eta: 0:58:18, time: 0.618, data_time: 0.003, memory: 8344, top1_acc: 0.7303, top5_acc: 0.8891, loss_cls: 1.0954, loss: 1.0954, grad_norm: 5.4323 2020-07-25 06:33:46,122 - mmaction - INFO - Epoch [96][100/940] lr: 1.000e-04, eta: 0:58:03, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8887, loss_cls: 1.0871, loss: 1.0871, grad_norm: 5.4344 2020-07-25 06:33:57,903 - mmaction - INFO - Epoch [96][120/940] lr: 1.000e-04, eta: 0:57:48, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7400, top5_acc: 0.8932, loss_cls: 1.0794, loss: 1.0794, grad_norm: 5.4200 2020-07-25 06:34:09,664 - mmaction - INFO - Epoch [96][140/940] lr: 1.000e-04, eta: 0:57:32, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8891, loss_cls: 1.0973, loss: 1.0973, grad_norm: 5.4017 2020-07-25 06:34:21,971 - mmaction - INFO - Epoch [96][160/940] lr: 1.000e-04, eta: 0:57:17, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.7441, top5_acc: 0.9006, loss_cls: 1.0360, loss: 1.0360, grad_norm: 5.2949 2020-07-25 06:34:33,734 - mmaction - INFO - Epoch [96][180/940] lr: 1.000e-04, eta: 0:57:02, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8891, loss_cls: 1.0927, loss: 1.0927, grad_norm: 5.4214 2020-07-25 06:34:45,459 - mmaction - INFO - Epoch [96][200/940] lr: 1.000e-04, eta: 0:56:46, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7234, top5_acc: 0.8902, loss_cls: 1.1117, loss: 1.1117, grad_norm: 5.5152 2020-07-25 06:34:57,057 - mmaction - INFO - Epoch [96][220/940] lr: 1.000e-04, eta: 0:56:31, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8920, loss_cls: 1.0879, loss: 1.0879, grad_norm: 5.4838 2020-07-25 06:35:09,483 - mmaction - INFO - Epoch [96][240/940] lr: 1.000e-04, eta: 0:56:16, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8975, loss_cls: 1.0689, loss: 1.0689, grad_norm: 5.3820 2020-07-25 06:35:21,209 - mmaction - INFO - Epoch [96][260/940] lr: 1.000e-04, eta: 0:56:01, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7393, top5_acc: 0.8930, loss_cls: 1.0808, loss: 1.0808, grad_norm: 5.4260 2020-07-25 06:35:33,628 - mmaction - INFO - Epoch [96][280/940] lr: 1.000e-04, eta: 0:55:45, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8883, loss_cls: 1.1110, loss: 1.1110, grad_norm: 5.5155 2020-07-25 06:35:45,251 - mmaction - INFO - Epoch [96][300/940] lr: 1.000e-04, eta: 0:55:30, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7291, top5_acc: 0.8828, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.4475 2020-07-25 06:35:57,503 - mmaction - INFO - Epoch [96][320/940] lr: 1.000e-04, eta: 0:55:15, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8873, loss_cls: 1.1143, loss: 1.1143, grad_norm: 5.4311 2020-07-25 06:36:09,860 - mmaction - INFO - Epoch [96][340/940] lr: 1.000e-04, eta: 0:54:59, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7418, top5_acc: 0.9012, loss_cls: 1.0530, loss: 1.0530, grad_norm: 5.4142 2020-07-25 06:36:21,612 - mmaction - INFO - Epoch [96][360/940] lr: 1.000e-04, eta: 0:54:44, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7375, top5_acc: 0.8986, loss_cls: 1.0773, loss: 1.0773, grad_norm: 5.4298 2020-07-25 06:36:34,068 - mmaction - INFO - Epoch [96][380/940] lr: 1.000e-04, eta: 0:54:29, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0991, loss: 1.0991, grad_norm: 5.5765 2020-07-25 06:36:45,910 - mmaction - INFO - Epoch [96][400/940] lr: 1.000e-04, eta: 0:54:14, time: 0.592, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8865, loss_cls: 1.1153, loss: 1.1153, grad_norm: 5.5118 2020-07-25 06:36:57,611 - mmaction - INFO - Epoch [96][420/940] lr: 1.000e-04, eta: 0:53:58, time: 0.586, data_time: 0.003, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8852, loss_cls: 1.1208, loss: 1.1208, grad_norm: 5.5162 2020-07-25 06:37:09,921 - mmaction - INFO - Epoch [96][440/940] lr: 1.000e-04, eta: 0:53:43, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8846, loss_cls: 1.1440, loss: 1.1440, grad_norm: 5.5029 2020-07-25 06:37:21,703 - mmaction - INFO - Epoch [96][460/940] lr: 1.000e-04, eta: 0:53:28, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8900, loss_cls: 1.1033, loss: 1.1033, grad_norm: 5.4908 2020-07-25 06:37:34,251 - mmaction - INFO - Epoch [96][480/940] lr: 1.000e-04, eta: 0:53:12, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8971, loss_cls: 1.0607, loss: 1.0607, grad_norm: 5.4590 2020-07-25 06:37:45,900 - mmaction - INFO - Epoch [96][500/940] lr: 1.000e-04, eta: 0:52:57, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8906, loss_cls: 1.0995, loss: 1.0995, grad_norm: 5.3996 2020-07-25 06:37:58,266 - mmaction - INFO - Epoch [96][520/940] lr: 1.000e-04, eta: 0:52:42, time: 0.617, data_time: 0.001, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8941, loss_cls: 1.1035, loss: 1.1035, grad_norm: 5.4657 2020-07-25 06:38:09,974 - mmaction - INFO - Epoch [96][540/940] lr: 1.000e-04, eta: 0:52:27, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8879, loss_cls: 1.1209, loss: 1.1209, grad_norm: 5.4551 2020-07-25 06:38:22,348 - mmaction - INFO - Epoch [96][560/940] lr: 1.000e-04, eta: 0:52:11, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7350, top5_acc: 0.8869, loss_cls: 1.1056, loss: 1.1056, grad_norm: 5.3651 2020-07-25 06:38:34,013 - mmaction - INFO - Epoch [96][580/940] lr: 1.000e-04, eta: 0:51:56, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0543, loss: 1.0543, grad_norm: 5.3316 2020-07-25 06:38:45,943 - mmaction - INFO - Epoch [96][600/940] lr: 1.000e-04, eta: 0:51:41, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7354, top5_acc: 0.8939, loss_cls: 1.0768, loss: 1.0768, grad_norm: 5.3913 2020-07-25 06:38:58,330 - mmaction - INFO - Epoch [96][620/940] lr: 1.000e-04, eta: 0:51:26, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8838, loss_cls: 1.1086, loss: 1.1086, grad_norm: 5.4436 2020-07-25 06:39:10,641 - mmaction - INFO - Epoch [96][640/940] lr: 1.000e-04, eta: 0:51:10, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8891, loss_cls: 1.1015, loss: 1.1015, grad_norm: 5.4791 2020-07-25 06:39:22,539 - mmaction - INFO - Epoch [96][660/940] lr: 1.000e-04, eta: 0:50:55, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8965, loss_cls: 1.0732, loss: 1.0732, grad_norm: 5.3594 2020-07-25 06:39:34,762 - mmaction - INFO - Epoch [96][680/940] lr: 1.000e-04, eta: 0:50:40, time: 0.611, data_time: 0.001, memory: 8344, top1_acc: 0.7377, top5_acc: 0.8939, loss_cls: 1.0773, loss: 1.0773, grad_norm: 5.3885 2020-07-25 06:39:46,543 - mmaction - INFO - Epoch [96][700/940] lr: 1.000e-04, eta: 0:50:24, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8889, loss_cls: 1.1151, loss: 1.1151, grad_norm: 5.5083 2020-07-25 06:39:58,463 - mmaction - INFO - Epoch [96][720/940] lr: 1.000e-04, eta: 0:50:09, time: 0.594, data_time: 0.002, memory: 8344, top1_acc: 0.7314, top5_acc: 0.8863, loss_cls: 1.1000, loss: 1.1000, grad_norm: 5.4446 2020-07-25 06:40:11,332 - mmaction - INFO - Epoch [96][740/940] lr: 1.000e-04, eta: 0:49:54, time: 0.645, data_time: 0.003, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8924, loss_cls: 1.0985, loss: 1.0985, grad_norm: 5.4975 2020-07-25 06:40:23,110 - mmaction - INFO - Epoch [96][760/940] lr: 1.000e-04, eta: 0:49:39, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8838, loss_cls: 1.1104, loss: 1.1104, grad_norm: 5.4198 2020-07-25 06:40:35,496 - mmaction - INFO - Epoch [96][780/940] lr: 1.000e-04, eta: 0:49:23, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8885, loss_cls: 1.1101, loss: 1.1101, grad_norm: 5.4880 2020-07-25 06:40:47,066 - mmaction - INFO - Epoch [96][800/940] lr: 1.000e-04, eta: 0:49:08, time: 0.579, data_time: 0.001, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8916, loss_cls: 1.0767, loss: 1.0767, grad_norm: 5.4229 2020-07-25 06:40:59,631 - mmaction - INFO - Epoch [96][820/940] lr: 1.000e-04, eta: 0:48:53, time: 0.628, data_time: 0.001, memory: 8344, top1_acc: 0.7365, top5_acc: 0.8906, loss_cls: 1.0911, loss: 1.0911, grad_norm: 5.5169 2020-07-25 06:41:11,331 - mmaction - INFO - Epoch [96][840/940] lr: 1.000e-04, eta: 0:48:38, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8908, loss_cls: 1.0832, loss: 1.0832, grad_norm: 5.4274 2020-07-25 06:41:23,220 - mmaction - INFO - Epoch [96][860/940] lr: 1.000e-04, eta: 0:48:22, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7127, top5_acc: 0.8867, loss_cls: 1.1528, loss: 1.1528, grad_norm: 5.6099 2020-07-25 06:41:35,546 - mmaction - INFO - Epoch [96][880/940] lr: 1.000e-04, eta: 0:48:07, time: 0.616, data_time: 0.003, memory: 8344, top1_acc: 0.7359, top5_acc: 0.8941, loss_cls: 1.0709, loss: 1.0709, grad_norm: 5.4634 2020-07-25 06:41:47,325 - mmaction - INFO - Epoch [96][900/940] lr: 1.000e-04, eta: 0:47:52, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7381, top5_acc: 0.8914, loss_cls: 1.0769, loss: 1.0769, grad_norm: 5.4023 2020-07-25 06:41:59,053 - mmaction - INFO - Epoch [96][920/940] lr: 1.000e-04, eta: 0:47:37, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7379, top5_acc: 0.8947, loss_cls: 1.0762, loss: 1.0762, grad_norm: 5.4730 2020-07-25 06:42:10,151 - mmaction - INFO - Epoch [96][940/940] lr: 1.000e-04, eta: 0:47:21, time: 0.555, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8882, loss_cls: 1.0979, loss: 1.0979, grad_norm: 5.5245 2020-07-25 06:44:54,652 - mmaction - INFO - Epoch [97][20/940] lr: 1.000e-04, eta: 0:47:12, time: 7.882, data_time: 7.214, memory: 8344, top1_acc: 0.7291, top5_acc: 0.8887, loss_cls: 1.1106, loss: 1.1106, grad_norm: 5.4080 2020-07-25 06:45:06,817 - mmaction - INFO - Epoch [97][40/940] lr: 1.000e-04, eta: 0:46:57, time: 0.607, data_time: 0.001, memory: 8344, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.1227, loss: 1.1227, grad_norm: 5.5174 2020-07-25 06:45:18,465 - mmaction - INFO - Epoch [97][60/940] lr: 1.000e-04, eta: 0:46:42, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7363, top5_acc: 0.8914, loss_cls: 1.0792, loss: 1.0792, grad_norm: 5.3863 2020-07-25 06:45:30,110 - mmaction - INFO - Epoch [97][80/940] lr: 1.000e-04, eta: 0:46:26, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8902, loss_cls: 1.1036, loss: 1.1036, grad_norm: 5.4352 2020-07-25 06:45:41,836 - mmaction - INFO - Epoch [97][100/940] lr: 1.000e-04, eta: 0:46:11, time: 0.585, data_time: 0.003, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8865, loss_cls: 1.1035, loss: 1.1035, grad_norm: 5.4292 2020-07-25 06:45:53,461 - mmaction - INFO - Epoch [97][120/940] lr: 1.000e-04, eta: 0:45:56, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.5163 2020-07-25 06:46:05,689 - mmaction - INFO - Epoch [97][140/940] lr: 1.000e-04, eta: 0:45:41, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8902, loss_cls: 1.1064, loss: 1.1064, grad_norm: 5.5434 2020-07-25 06:46:17,375 - mmaction - INFO - Epoch [97][160/940] lr: 1.000e-04, eta: 0:45:25, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0911, loss: 1.0911, grad_norm: 5.5456 2020-07-25 06:46:29,737 - mmaction - INFO - Epoch [97][180/940] lr: 1.000e-04, eta: 0:45:10, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8889, loss_cls: 1.1267, loss: 1.1267, grad_norm: 5.5124 2020-07-25 06:46:42,078 - mmaction - INFO - Epoch [97][200/940] lr: 1.000e-04, eta: 0:44:55, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7434, top5_acc: 0.8924, loss_cls: 1.0712, loss: 1.0712, grad_norm: 5.4305 2020-07-25 06:46:53,713 - mmaction - INFO - Epoch [97][220/940] lr: 1.000e-04, eta: 0:44:39, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8891, loss_cls: 1.1048, loss: 1.1048, grad_norm: 5.4826 2020-07-25 06:47:06,034 - mmaction - INFO - Epoch [97][240/940] lr: 1.000e-04, eta: 0:44:24, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7410, top5_acc: 0.9023, loss_cls: 1.0405, loss: 1.0405, grad_norm: 5.3607 2020-07-25 06:47:18,447 - mmaction - INFO - Epoch [97][260/940] lr: 1.000e-04, eta: 0:44:09, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7404, top5_acc: 0.8945, loss_cls: 1.0513, loss: 1.0513, grad_norm: 5.2660 2020-07-25 06:47:30,135 - mmaction - INFO - Epoch [97][280/940] lr: 1.000e-04, eta: 0:43:54, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7219, top5_acc: 0.8809, loss_cls: 1.1388, loss: 1.1388, grad_norm: 5.4713 2020-07-25 06:47:41,923 - mmaction - INFO - Epoch [97][300/940] lr: 1.000e-04, eta: 0:43:38, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8900, loss_cls: 1.1261, loss: 1.1261, grad_norm: 5.5837 2020-07-25 06:47:53,640 - mmaction - INFO - Epoch [97][320/940] lr: 1.000e-04, eta: 0:43:23, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7184, top5_acc: 0.8818, loss_cls: 1.1369, loss: 1.1369, grad_norm: 5.4867 2020-07-25 06:48:05,958 - mmaction - INFO - Epoch [97][340/940] lr: 1.000e-04, eta: 0:43:08, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8934, loss_cls: 1.0979, loss: 1.0979, grad_norm: 5.4572 2020-07-25 06:48:17,708 - mmaction - INFO - Epoch [97][360/940] lr: 1.000e-04, eta: 0:42:53, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7287, top5_acc: 0.8914, loss_cls: 1.0905, loss: 1.0905, grad_norm: 5.4966 2020-07-25 06:48:30,029 - mmaction - INFO - Epoch [97][380/940] lr: 1.000e-04, eta: 0:42:37, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8865, loss_cls: 1.1099, loss: 1.1099, grad_norm: 5.4630 2020-07-25 06:48:41,762 - mmaction - INFO - Epoch [97][400/940] lr: 1.000e-04, eta: 0:42:22, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8895, loss_cls: 1.0848, loss: 1.0848, grad_norm: 5.4169 2020-07-25 06:48:54,053 - mmaction - INFO - Epoch [97][420/940] lr: 1.000e-04, eta: 0:42:07, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7238, top5_acc: 0.8900, loss_cls: 1.0928, loss: 1.0928, grad_norm: 5.5297 2020-07-25 06:49:05,776 - mmaction - INFO - Epoch [97][440/940] lr: 1.000e-04, eta: 0:41:52, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8918, loss_cls: 1.0921, loss: 1.0921, grad_norm: 5.5176 2020-07-25 06:49:18,135 - mmaction - INFO - Epoch [97][460/940] lr: 1.000e-04, eta: 0:41:36, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8906, loss_cls: 1.1008, loss: 1.1008, grad_norm: 5.4888 2020-07-25 06:49:29,887 - mmaction - INFO - Epoch [97][480/940] lr: 1.000e-04, eta: 0:41:21, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7152, top5_acc: 0.8852, loss_cls: 1.1382, loss: 1.1382, grad_norm: 5.5785 2020-07-25 06:49:42,153 - mmaction - INFO - Epoch [97][500/940] lr: 1.000e-04, eta: 0:41:06, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.7357, top5_acc: 0.8916, loss_cls: 1.0854, loss: 1.0854, grad_norm: 5.3583 2020-07-25 06:49:53,857 - mmaction - INFO - Epoch [97][520/940] lr: 1.000e-04, eta: 0:40:51, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7393, top5_acc: 0.8941, loss_cls: 1.0838, loss: 1.0838, grad_norm: 5.3963 2020-07-25 06:50:05,502 - mmaction - INFO - Epoch [97][540/940] lr: 1.000e-04, eta: 0:40:35, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8916, loss_cls: 1.0712, loss: 1.0712, grad_norm: 5.3709 2020-07-25 06:50:17,692 - mmaction - INFO - Epoch [97][560/940] lr: 1.000e-04, eta: 0:40:20, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.7355, top5_acc: 0.9000, loss_cls: 1.0761, loss: 1.0761, grad_norm: 5.3927 2020-07-25 06:50:29,388 - mmaction - INFO - Epoch [97][580/940] lr: 1.000e-04, eta: 0:40:05, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8914, loss_cls: 1.1137, loss: 1.1137, grad_norm: 5.4736 2020-07-25 06:50:41,816 - mmaction - INFO - Epoch [97][600/940] lr: 1.000e-04, eta: 0:39:50, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7340, top5_acc: 0.8895, loss_cls: 1.0907, loss: 1.0907, grad_norm: 5.3685 2020-07-25 06:50:53,507 - mmaction - INFO - Epoch [97][620/940] lr: 1.000e-04, eta: 0:39:34, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7262, top5_acc: 0.8945, loss_cls: 1.1012, loss: 1.1012, grad_norm: 5.5999 2020-07-25 06:51:05,938 - mmaction - INFO - Epoch [97][640/940] lr: 1.000e-04, eta: 0:39:19, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8883, loss_cls: 1.1116, loss: 1.1116, grad_norm: 5.4733 2020-07-25 06:51:18,291 - mmaction - INFO - Epoch [97][660/940] lr: 1.000e-04, eta: 0:39:04, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7215, top5_acc: 0.8885, loss_cls: 1.1178, loss: 1.1178, grad_norm: 5.4621 2020-07-25 06:51:30,574 - mmaction - INFO - Epoch [97][680/940] lr: 1.000e-04, eta: 0:38:49, time: 0.615, data_time: 0.003, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8957, loss_cls: 1.0953, loss: 1.0953, grad_norm: 5.4912 2020-07-25 06:51:43,066 - mmaction - INFO - Epoch [97][700/940] lr: 1.000e-04, eta: 0:38:34, time: 0.625, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8922, loss_cls: 1.1009, loss: 1.1009, grad_norm: 5.5769 2020-07-25 06:51:54,763 - mmaction - INFO - Epoch [97][720/940] lr: 1.000e-04, eta: 0:38:18, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7395, top5_acc: 0.8998, loss_cls: 1.0371, loss: 1.0371, grad_norm: 5.2578 2020-07-25 06:52:06,976 - mmaction - INFO - Epoch [97][740/940] lr: 1.000e-04, eta: 0:38:03, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8914, loss_cls: 1.1049, loss: 1.1049, grad_norm: 5.5850 2020-07-25 06:52:18,577 - mmaction - INFO - Epoch [97][760/940] lr: 1.000e-04, eta: 0:37:48, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7398, top5_acc: 0.8941, loss_cls: 1.0656, loss: 1.0656, grad_norm: 5.3268 2020-07-25 06:52:30,273 - mmaction - INFO - Epoch [97][780/940] lr: 1.000e-04, eta: 0:37:33, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8910, loss_cls: 1.1065, loss: 1.1065, grad_norm: 5.4672 2020-07-25 06:52:42,664 - mmaction - INFO - Epoch [97][800/940] lr: 1.000e-04, eta: 0:37:17, time: 0.619, data_time: 0.001, memory: 8344, top1_acc: 0.7422, top5_acc: 0.8951, loss_cls: 1.0724, loss: 1.0724, grad_norm: 5.3781 2020-07-25 06:52:54,445 - mmaction - INFO - Epoch [97][820/940] lr: 1.000e-04, eta: 0:37:02, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7426, top5_acc: 0.8947, loss_cls: 1.0622, loss: 1.0622, grad_norm: 5.2761 2020-07-25 06:53:06,185 - mmaction - INFO - Epoch [97][840/940] lr: 1.000e-04, eta: 0:36:47, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8848, loss_cls: 1.1162, loss: 1.1162, grad_norm: 5.6710 2020-07-25 06:53:18,720 - mmaction - INFO - Epoch [97][860/940] lr: 1.000e-04, eta: 0:36:32, time: 0.628, data_time: 0.003, memory: 8344, top1_acc: 0.7348, top5_acc: 0.8910, loss_cls: 1.1012, loss: 1.1012, grad_norm: 5.4440 2020-07-25 06:53:30,362 - mmaction - INFO - Epoch [97][880/940] lr: 1.000e-04, eta: 0:36:17, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7367, top5_acc: 0.8949, loss_cls: 1.0685, loss: 1.0685, grad_norm: 5.3341 2020-07-25 06:53:42,256 - mmaction - INFO - Epoch [97][900/940] lr: 1.000e-04, eta: 0:36:01, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7289, top5_acc: 0.8916, loss_cls: 1.0939, loss: 1.0939, grad_norm: 5.4116 2020-07-25 06:53:54,502 - mmaction - INFO - Epoch [97][920/940] lr: 1.000e-04, eta: 0:35:46, time: 0.612, data_time: 0.001, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8938, loss_cls: 1.1101, loss: 1.1101, grad_norm: 5.5001 2020-07-25 06:54:05,672 - mmaction - INFO - Epoch [97][940/940] lr: 1.000e-04, eta: 0:35:31, time: 0.557, data_time: 0.001, memory: 8344, top1_acc: 0.7392, top5_acc: 0.8917, loss_cls: 1.0826, loss: 1.0826, grad_norm: 5.4815 2020-07-25 06:56:09,394 - mmaction - INFO - Epoch [98][20/940] lr: 1.000e-04, eta: 0:35:19, time: 5.999, data_time: 5.393, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8887, loss_cls: 1.0928, loss: 1.0928, grad_norm: 5.4143 2020-07-25 06:56:21,009 - mmaction - INFO - Epoch [98][40/940] lr: 1.000e-04, eta: 0:35:04, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8943, loss_cls: 1.0869, loss: 1.0869, grad_norm: 5.4219 2020-07-25 06:56:33,504 - mmaction - INFO - Epoch [98][60/940] lr: 1.000e-04, eta: 0:34:49, time: 0.626, data_time: 0.012, memory: 8344, top1_acc: 0.7293, top5_acc: 0.8949, loss_cls: 1.0823, loss: 1.0823, grad_norm: 5.4266 2020-07-25 06:56:45,246 - mmaction - INFO - Epoch [98][80/940] lr: 1.000e-04, eta: 0:34:33, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8859, loss_cls: 1.1097, loss: 1.1097, grad_norm: 5.5031 2020-07-25 06:56:57,691 - mmaction - INFO - Epoch [98][100/940] lr: 1.000e-04, eta: 0:34:18, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8928, loss_cls: 1.0961, loss: 1.0961, grad_norm: 5.5096 2020-07-25 06:57:09,934 - mmaction - INFO - Epoch [98][120/940] lr: 1.000e-04, eta: 0:34:03, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8893, loss_cls: 1.1140, loss: 1.1140, grad_norm: 5.5647 2020-07-25 06:57:21,707 - mmaction - INFO - Epoch [98][140/940] lr: 1.000e-04, eta: 0:33:48, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7363, top5_acc: 0.8904, loss_cls: 1.0935, loss: 1.0935, grad_norm: 5.4219 2020-07-25 06:57:33,395 - mmaction - INFO - Epoch [98][160/940] lr: 1.000e-04, eta: 0:33:32, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7385, top5_acc: 0.8955, loss_cls: 1.0628, loss: 1.0628, grad_norm: 5.2804 2020-07-25 06:57:45,607 - mmaction - INFO - Epoch [98][180/940] lr: 1.000e-04, eta: 0:33:17, time: 0.611, data_time: 0.002, memory: 8344, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.1033, loss: 1.1033, grad_norm: 5.4049 2020-07-25 06:57:57,402 - mmaction - INFO - Epoch [98][200/940] lr: 1.000e-04, eta: 0:33:02, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7283, top5_acc: 0.8879, loss_cls: 1.1021, loss: 1.1021, grad_norm: 5.4103 2020-07-25 06:58:09,097 - mmaction - INFO - Epoch [98][220/940] lr: 1.000e-04, eta: 0:32:47, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8891, loss_cls: 1.1008, loss: 1.1008, grad_norm: 5.4603 2020-07-25 06:58:20,762 - mmaction - INFO - Epoch [98][240/940] lr: 1.000e-04, eta: 0:32:31, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7332, top5_acc: 0.8963, loss_cls: 1.0764, loss: 1.0764, grad_norm: 5.4513 2020-07-25 06:58:32,973 - mmaction - INFO - Epoch [98][260/940] lr: 1.000e-04, eta: 0:32:16, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8898, loss_cls: 1.0921, loss: 1.0921, grad_norm: 5.4699 2020-07-25 06:58:44,791 - mmaction - INFO - Epoch [98][280/940] lr: 1.000e-04, eta: 0:32:01, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7332, top5_acc: 0.8904, loss_cls: 1.1079, loss: 1.1079, grad_norm: 5.4268 2020-07-25 06:58:57,206 - mmaction - INFO - Epoch [98][300/940] lr: 1.000e-04, eta: 0:31:46, time: 0.621, data_time: 0.002, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8893, loss_cls: 1.1132, loss: 1.1132, grad_norm: 5.4493 2020-07-25 06:59:08,958 - mmaction - INFO - Epoch [98][320/940] lr: 1.000e-04, eta: 0:31:31, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7342, top5_acc: 0.8846, loss_cls: 1.1142, loss: 1.1142, grad_norm: 5.4364 2020-07-25 06:59:20,680 - mmaction - INFO - Epoch [98][340/940] lr: 1.000e-04, eta: 0:31:15, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8971, loss_cls: 1.0823, loss: 1.0823, grad_norm: 5.4266 2020-07-25 06:59:32,885 - mmaction - INFO - Epoch [98][360/940] lr: 1.000e-04, eta: 0:31:00, time: 0.610, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8910, loss_cls: 1.1028, loss: 1.1028, grad_norm: 5.5267 2020-07-25 06:59:44,657 - mmaction - INFO - Epoch [98][380/940] lr: 1.000e-04, eta: 0:30:45, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8928, loss_cls: 1.0927, loss: 1.0927, grad_norm: 5.4466 2020-07-25 06:59:56,843 - mmaction - INFO - Epoch [98][400/940] lr: 1.000e-04, eta: 0:30:30, time: 0.609, data_time: 0.002, memory: 8344, top1_acc: 0.7395, top5_acc: 0.9016, loss_cls: 1.0509, loss: 1.0509, grad_norm: 5.3485 2020-07-25 07:00:14,366 - mmaction - INFO - Epoch [98][420/940] lr: 1.000e-04, eta: 0:30:15, time: 0.872, data_time: 0.003, memory: 8344, top1_acc: 0.7182, top5_acc: 0.8877, loss_cls: 1.1384, loss: 1.1384, grad_norm: 5.5353 2020-07-25 07:00:26,858 - mmaction - INFO - Epoch [98][440/940] lr: 1.000e-04, eta: 0:29:59, time: 0.628, data_time: 0.011, memory: 8344, top1_acc: 0.7324, top5_acc: 0.8955, loss_cls: 1.0696, loss: 1.0696, grad_norm: 5.4616 2020-07-25 07:00:38,551 - mmaction - INFO - Epoch [98][460/940] lr: 1.000e-04, eta: 0:29:44, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0565, loss: 1.0565, grad_norm: 5.3792 2020-07-25 07:00:50,972 - mmaction - INFO - Epoch [98][480/940] lr: 1.000e-04, eta: 0:29:29, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7371, top5_acc: 0.8986, loss_cls: 1.0660, loss: 1.0660, grad_norm: 5.3620 2020-07-25 07:01:03,047 - mmaction - INFO - Epoch [98][500/940] lr: 1.000e-04, eta: 0:29:14, time: 0.603, data_time: 0.015, memory: 8344, top1_acc: 0.7354, top5_acc: 0.8926, loss_cls: 1.0713, loss: 1.0713, grad_norm: 5.4098 2020-07-25 07:01:15,484 - mmaction - INFO - Epoch [98][520/940] lr: 1.000e-04, eta: 0:28:59, time: 0.622, data_time: 0.002, memory: 8344, top1_acc: 0.7178, top5_acc: 0.8869, loss_cls: 1.1255, loss: 1.1255, grad_norm: 5.4254 2020-07-25 07:01:27,840 - mmaction - INFO - Epoch [98][540/940] lr: 1.000e-04, eta: 0:28:43, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7408, top5_acc: 0.8973, loss_cls: 1.0666, loss: 1.0666, grad_norm: 5.4164 2020-07-25 07:01:39,603 - mmaction - INFO - Epoch [98][560/940] lr: 1.000e-04, eta: 0:28:28, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7246, top5_acc: 0.8844, loss_cls: 1.1128, loss: 1.1128, grad_norm: 5.4392 2020-07-25 07:01:51,933 - mmaction - INFO - Epoch [98][580/940] lr: 1.000e-04, eta: 0:28:13, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8857, loss_cls: 1.1001, loss: 1.1001, grad_norm: 5.4751 2020-07-25 07:02:03,680 - mmaction - INFO - Epoch [98][600/940] lr: 1.000e-04, eta: 0:27:58, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8889, loss_cls: 1.0985, loss: 1.0985, grad_norm: 5.4749 2020-07-25 07:02:15,959 - mmaction - INFO - Epoch [98][620/940] lr: 1.000e-04, eta: 0:27:43, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.7168, top5_acc: 0.8840, loss_cls: 1.1262, loss: 1.1262, grad_norm: 5.5477 2020-07-25 07:02:27,616 - mmaction - INFO - Epoch [98][640/940] lr: 1.000e-04, eta: 0:27:27, time: 0.583, data_time: 0.002, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8883, loss_cls: 1.1225, loss: 1.1225, grad_norm: 5.4797 2020-07-25 07:02:40,008 - mmaction - INFO - Epoch [98][660/940] lr: 1.000e-04, eta: 0:27:12, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7363, top5_acc: 0.8941, loss_cls: 1.0693, loss: 1.0693, grad_norm: 5.4046 2020-07-25 07:02:51,705 - mmaction - INFO - Epoch [98][680/940] lr: 1.000e-04, eta: 0:26:57, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8893, loss_cls: 1.1041, loss: 1.1041, grad_norm: 5.4837 2020-07-25 07:03:03,394 - mmaction - INFO - Epoch [98][700/940] lr: 1.000e-04, eta: 0:26:42, time: 0.584, data_time: 0.001, memory: 8344, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.0839, loss: 1.0839, grad_norm: 5.4219 2020-07-25 07:03:15,100 - mmaction - INFO - Epoch [98][720/940] lr: 1.000e-04, eta: 0:26:27, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8852, loss_cls: 1.0995, loss: 1.0995, grad_norm: 5.4749 2020-07-25 07:03:27,384 - mmaction - INFO - Epoch [98][740/940] lr: 1.000e-04, eta: 0:26:12, time: 0.614, data_time: 0.002, memory: 8344, top1_acc: 0.7211, top5_acc: 0.8789, loss_cls: 1.1476, loss: 1.1476, grad_norm: 5.5342 2020-07-25 07:03:39,638 - mmaction - INFO - Epoch [98][760/940] lr: 1.000e-04, eta: 0:25:56, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8910, loss_cls: 1.1198, loss: 1.1198, grad_norm: 5.5114 2020-07-25 07:03:51,433 - mmaction - INFO - Epoch [98][780/940] lr: 1.000e-04, eta: 0:25:41, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8852, loss_cls: 1.1225, loss: 1.1225, grad_norm: 5.4812 2020-07-25 07:04:03,127 - mmaction - INFO - Epoch [98][800/940] lr: 1.000e-04, eta: 0:25:26, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8932, loss_cls: 1.0879, loss: 1.0879, grad_norm: 5.4358 2020-07-25 07:04:14,937 - mmaction - INFO - Epoch [98][820/940] lr: 1.000e-04, eta: 0:25:11, time: 0.590, data_time: 0.001, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8951, loss_cls: 1.0937, loss: 1.0937, grad_norm: 5.4697 2020-07-25 07:04:26,565 - mmaction - INFO - Epoch [98][840/940] lr: 1.000e-04, eta: 0:24:56, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7305, top5_acc: 0.8900, loss_cls: 1.1048, loss: 1.1048, grad_norm: 5.5604 2020-07-25 07:04:38,944 - mmaction - INFO - Epoch [98][860/940] lr: 1.000e-04, eta: 0:24:40, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8916, loss_cls: 1.1049, loss: 1.1049, grad_norm: 5.5251 2020-07-25 07:04:50,714 - mmaction - INFO - Epoch [98][880/940] lr: 1.000e-04, eta: 0:24:25, time: 0.589, data_time: 0.003, memory: 8344, top1_acc: 0.7383, top5_acc: 0.8902, loss_cls: 1.0784, loss: 1.0784, grad_norm: 5.4078 2020-07-25 07:05:03,179 - mmaction - INFO - Epoch [98][900/940] lr: 1.000e-04, eta: 0:24:10, time: 0.623, data_time: 0.001, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8977, loss_cls: 1.0786, loss: 1.0786, grad_norm: 5.5314 2020-07-25 07:05:15,090 - mmaction - INFO - Epoch [98][920/940] lr: 1.000e-04, eta: 0:23:55, time: 0.595, data_time: 0.001, memory: 8344, top1_acc: 0.7430, top5_acc: 0.8971, loss_cls: 1.0526, loss: 1.0526, grad_norm: 5.3588 2020-07-25 07:05:26,219 - mmaction - INFO - Epoch [98][940/940] lr: 1.000e-04, eta: 0:23:40, time: 0.557, data_time: 0.002, memory: 8344, top1_acc: 0.7189, top5_acc: 0.8850, loss_cls: 1.1289, loss: 1.1289, grad_norm: 5.6084 2020-07-25 07:07:47,711 - mmaction - INFO - Epoch [99][20/940] lr: 1.000e-04, eta: 0:23:27, time: 6.692, data_time: 6.086, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8898, loss_cls: 1.1113, loss: 1.1113, grad_norm: 5.4518 2020-07-25 07:07:59,561 - mmaction - INFO - Epoch [99][40/940] lr: 1.000e-04, eta: 0:23:12, time: 0.594, data_time: 0.003, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.1173, loss: 1.1173, grad_norm: 5.5613 2020-07-25 07:08:11,262 - mmaction - INFO - Epoch [99][60/940] lr: 1.000e-04, eta: 0:22:57, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7229, top5_acc: 0.8896, loss_cls: 1.1048, loss: 1.1048, grad_norm: 5.5565 2020-07-25 07:08:22,995 - mmaction - INFO - Epoch [99][80/940] lr: 1.000e-04, eta: 0:22:41, time: 0.588, data_time: 0.003, memory: 8344, top1_acc: 0.7242, top5_acc: 0.8893, loss_cls: 1.1194, loss: 1.1194, grad_norm: 5.5379 2020-07-25 07:08:35,323 - mmaction - INFO - Epoch [99][100/940] lr: 1.000e-04, eta: 0:22:26, time: 0.616, data_time: 0.001, memory: 8344, top1_acc: 0.7385, top5_acc: 0.8904, loss_cls: 1.0840, loss: 1.0840, grad_norm: 5.4553 2020-07-25 07:08:46,935 - mmaction - INFO - Epoch [99][120/940] lr: 1.000e-04, eta: 0:22:11, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.7395, top5_acc: 0.9018, loss_cls: 1.0505, loss: 1.0505, grad_norm: 5.4014 2020-07-25 07:08:58,663 - mmaction - INFO - Epoch [99][140/940] lr: 1.000e-04, eta: 0:21:56, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7428, top5_acc: 0.9006, loss_cls: 1.0622, loss: 1.0622, grad_norm: 5.3436 2020-07-25 07:09:10,367 - mmaction - INFO - Epoch [99][160/940] lr: 1.000e-04, eta: 0:21:41, time: 0.586, data_time: 0.005, memory: 8344, top1_acc: 0.7307, top5_acc: 0.8951, loss_cls: 1.0766, loss: 1.0766, grad_norm: 5.4281 2020-07-25 07:09:22,004 - mmaction - INFO - Epoch [99][180/940] lr: 1.000e-04, eta: 0:21:25, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8945, loss_cls: 1.0751, loss: 1.0751, grad_norm: 5.3777 2020-07-25 07:09:33,809 - mmaction - INFO - Epoch [99][200/940] lr: 1.000e-04, eta: 0:21:10, time: 0.591, data_time: 0.002, memory: 8344, top1_acc: 0.7365, top5_acc: 0.8867, loss_cls: 1.1007, loss: 1.1007, grad_norm: 5.4763 2020-07-25 07:09:45,919 - mmaction - INFO - Epoch [99][220/940] lr: 1.000e-04, eta: 0:20:55, time: 0.605, data_time: 0.002, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8906, loss_cls: 1.0989, loss: 1.0989, grad_norm: 5.5203 2020-07-25 07:09:57,807 - mmaction - INFO - Epoch [99][240/940] lr: 1.000e-04, eta: 0:20:40, time: 0.595, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.0978, loss: 1.0978, grad_norm: 5.4358 2020-07-25 07:10:09,668 - mmaction - INFO - Epoch [99][260/940] lr: 1.000e-04, eta: 0:20:25, time: 0.593, data_time: 0.001, memory: 8344, top1_acc: 0.7207, top5_acc: 0.8947, loss_cls: 1.1026, loss: 1.1026, grad_norm: 5.5794 2020-07-25 07:10:21,247 - mmaction - INFO - Epoch [99][280/940] lr: 1.000e-04, eta: 0:20:10, time: 0.579, data_time: 0.001, memory: 8344, top1_acc: 0.7379, top5_acc: 0.8857, loss_cls: 1.1111, loss: 1.1111, grad_norm: 5.4320 2020-07-25 07:10:33,760 - mmaction - INFO - Epoch [99][300/940] lr: 1.000e-04, eta: 0:19:54, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7361, top5_acc: 0.9008, loss_cls: 1.0526, loss: 1.0526, grad_norm: 5.4160 2020-07-25 07:10:45,411 - mmaction - INFO - Epoch [99][320/940] lr: 1.000e-04, eta: 0:19:39, time: 0.582, data_time: 0.002, memory: 8344, top1_acc: 0.7264, top5_acc: 0.8879, loss_cls: 1.1008, loss: 1.1008, grad_norm: 5.4652 2020-07-25 07:10:57,143 - mmaction - INFO - Epoch [99][340/940] lr: 1.000e-04, eta: 0:19:24, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7367, top5_acc: 0.8896, loss_cls: 1.0759, loss: 1.0759, grad_norm: 5.4120 2020-07-25 07:11:08,780 - mmaction - INFO - Epoch [99][360/940] lr: 1.000e-04, eta: 0:19:09, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7330, top5_acc: 0.9006, loss_cls: 1.0621, loss: 1.0621, grad_norm: 5.4683 2020-07-25 07:11:21,374 - mmaction - INFO - Epoch [99][380/940] lr: 1.000e-04, eta: 0:18:54, time: 0.629, data_time: 0.002, memory: 8344, top1_acc: 0.7404, top5_acc: 0.8955, loss_cls: 1.0543, loss: 1.0543, grad_norm: 5.3197 2020-07-25 07:11:33,595 - mmaction - INFO - Epoch [99][400/940] lr: 1.000e-04, eta: 0:18:38, time: 0.611, data_time: 0.001, memory: 8344, top1_acc: 0.7381, top5_acc: 0.8930, loss_cls: 1.0940, loss: 1.0940, grad_norm: 5.4964 2020-07-25 07:11:45,327 - mmaction - INFO - Epoch [99][420/940] lr: 1.000e-04, eta: 0:18:23, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8877, loss_cls: 1.1062, loss: 1.1062, grad_norm: 5.4860 2020-07-25 07:11:57,017 - mmaction - INFO - Epoch [99][440/940] lr: 1.000e-04, eta: 0:18:08, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8924, loss_cls: 1.0815, loss: 1.0815, grad_norm: 5.4562 2020-07-25 07:12:08,708 - mmaction - INFO - Epoch [99][460/940] lr: 1.000e-04, eta: 0:17:53, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7352, top5_acc: 0.8912, loss_cls: 1.0734, loss: 1.0734, grad_norm: 5.4021 2020-07-25 07:12:20,443 - mmaction - INFO - Epoch [99][480/940] lr: 1.000e-04, eta: 0:17:38, time: 0.587, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8881, loss_cls: 1.0942, loss: 1.0942, grad_norm: 5.4473 2020-07-25 07:12:32,873 - mmaction - INFO - Epoch [99][500/940] lr: 1.000e-04, eta: 0:17:23, time: 0.622, data_time: 0.001, memory: 8344, top1_acc: 0.7408, top5_acc: 0.8953, loss_cls: 1.0605, loss: 1.0605, grad_norm: 5.4008 2020-07-25 07:12:44,530 - mmaction - INFO - Epoch [99][520/940] lr: 1.000e-04, eta: 0:17:07, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7359, top5_acc: 0.8951, loss_cls: 1.0946, loss: 1.0946, grad_norm: 5.4709 2020-07-25 07:12:56,888 - mmaction - INFO - Epoch [99][540/940] lr: 1.000e-04, eta: 0:16:52, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7342, top5_acc: 0.8951, loss_cls: 1.0811, loss: 1.0811, grad_norm: 5.4112 2020-07-25 07:13:08,673 - mmaction - INFO - Epoch [99][560/940] lr: 1.000e-04, eta: 0:16:37, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7330, top5_acc: 0.8893, loss_cls: 1.1080, loss: 1.1080, grad_norm: 5.4952 2020-07-25 07:13:20,952 - mmaction - INFO - Epoch [99][580/940] lr: 1.000e-04, eta: 0:16:22, time: 0.614, data_time: 0.001, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8889, loss_cls: 1.0980, loss: 1.0980, grad_norm: 5.4981 2020-07-25 07:13:33,574 - mmaction - INFO - Epoch [99][600/940] lr: 1.000e-04, eta: 0:16:07, time: 0.631, data_time: 0.001, memory: 8344, top1_acc: 0.7316, top5_acc: 0.8914, loss_cls: 1.1083, loss: 1.1083, grad_norm: 5.5337 2020-07-25 07:13:45,354 - mmaction - INFO - Epoch [99][620/940] lr: 1.000e-04, eta: 0:15:52, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7355, top5_acc: 0.8930, loss_cls: 1.0810, loss: 1.0810, grad_norm: 5.4423 2020-07-25 07:13:57,746 - mmaction - INFO - Epoch [99][640/940] lr: 1.000e-04, eta: 0:15:37, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7221, top5_acc: 0.8920, loss_cls: 1.1232, loss: 1.1232, grad_norm: 5.5414 2020-07-25 07:14:09,434 - mmaction - INFO - Epoch [99][660/940] lr: 1.000e-04, eta: 0:15:21, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7244, top5_acc: 0.8900, loss_cls: 1.1377, loss: 1.1377, grad_norm: 5.6764 2020-07-25 07:14:21,199 - mmaction - INFO - Epoch [99][680/940] lr: 1.000e-04, eta: 0:15:06, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8965, loss_cls: 1.0939, loss: 1.0939, grad_norm: 5.5247 2020-07-25 07:14:32,896 - mmaction - INFO - Epoch [99][700/940] lr: 1.000e-04, eta: 0:14:51, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8906, loss_cls: 1.1163, loss: 1.1163, grad_norm: 5.5979 2020-07-25 07:14:44,593 - mmaction - INFO - Epoch [99][720/940] lr: 1.000e-04, eta: 0:14:36, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7318, top5_acc: 0.8922, loss_cls: 1.0836, loss: 1.0836, grad_norm: 5.4460 2020-07-25 07:14:56,979 - mmaction - INFO - Epoch [99][740/940] lr: 1.000e-04, eta: 0:14:21, time: 0.618, data_time: 0.001, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8910, loss_cls: 1.1219, loss: 1.1219, grad_norm: 5.5071 2020-07-25 07:15:08,777 - mmaction - INFO - Epoch [99][760/940] lr: 1.000e-04, eta: 0:14:06, time: 0.590, data_time: 0.002, memory: 8344, top1_acc: 0.7279, top5_acc: 0.8861, loss_cls: 1.1149, loss: 1.1149, grad_norm: 5.4496 2020-07-25 07:15:20,462 - mmaction - INFO - Epoch [99][780/940] lr: 1.000e-04, eta: 0:13:50, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7277, top5_acc: 0.8947, loss_cls: 1.0847, loss: 1.0847, grad_norm: 5.3965 2020-07-25 07:15:32,220 - mmaction - INFO - Epoch [99][800/940] lr: 1.000e-04, eta: 0:13:35, time: 0.588, data_time: 0.001, memory: 8344, top1_acc: 0.7346, top5_acc: 0.8924, loss_cls: 1.0728, loss: 1.0728, grad_norm: 5.4299 2020-07-25 07:15:43,909 - mmaction - INFO - Epoch [99][820/940] lr: 1.000e-04, eta: 0:13:20, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7334, top5_acc: 0.8844, loss_cls: 1.1087, loss: 1.1087, grad_norm: 5.4298 2020-07-25 07:15:56,304 - mmaction - INFO - Epoch [99][840/940] lr: 1.000e-04, eta: 0:13:05, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7338, top5_acc: 0.8941, loss_cls: 1.0867, loss: 1.0867, grad_norm: 5.4622 2020-07-25 07:16:08,079 - mmaction - INFO - Epoch [99][860/940] lr: 1.000e-04, eta: 0:12:50, time: 0.589, data_time: 0.002, memory: 8344, top1_acc: 0.7291, top5_acc: 0.8902, loss_cls: 1.1108, loss: 1.1108, grad_norm: 5.5497 2020-07-25 07:16:20,387 - mmaction - INFO - Epoch [99][880/940] lr: 1.000e-04, eta: 0:12:35, time: 0.615, data_time: 0.001, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8896, loss_cls: 1.1039, loss: 1.1039, grad_norm: 5.4382 2020-07-25 07:16:32,113 - mmaction - INFO - Epoch [99][900/940] lr: 1.000e-04, eta: 0:12:20, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7270, top5_acc: 0.8885, loss_cls: 1.0944, loss: 1.0944, grad_norm: 5.4325 2020-07-25 07:16:44,440 - mmaction - INFO - Epoch [99][920/940] lr: 1.000e-04, eta: 0:12:04, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7383, top5_acc: 0.8857, loss_cls: 1.0888, loss: 1.0888, grad_norm: 5.3659 2020-07-25 07:16:55,744 - mmaction - INFO - Epoch [99][940/940] lr: 1.000e-04, eta: 0:11:49, time: 0.565, data_time: 0.009, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8870, loss_cls: 1.1129, loss: 1.1129, grad_norm: 5.5525 2020-07-25 07:19:32,761 - mmaction - INFO - Epoch [100][20/940] lr: 1.000e-04, eta: 0:11:36, time: 7.693, data_time: 7.023, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8869, loss_cls: 1.0965, loss: 1.0965, grad_norm: 5.4527 2020-07-25 07:19:44,428 - mmaction - INFO - Epoch [100][40/940] lr: 1.000e-04, eta: 0:11:20, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7322, top5_acc: 0.8908, loss_cls: 1.0865, loss: 1.0865, grad_norm: 5.5077 2020-07-25 07:19:56,038 - mmaction - INFO - Epoch [100][60/940] lr: 1.000e-04, eta: 0:11:05, time: 0.580, data_time: 0.004, memory: 8344, top1_acc: 0.7291, top5_acc: 0.8840, loss_cls: 1.1144, loss: 1.1144, grad_norm: 5.5276 2020-07-25 07:20:07,677 - mmaction - INFO - Epoch [100][80/940] lr: 1.000e-04, eta: 0:10:50, time: 0.582, data_time: 0.001, memory: 8344, top1_acc: 0.7377, top5_acc: 0.8906, loss_cls: 1.0814, loss: 1.0814, grad_norm: 5.4235 2020-07-25 07:20:19,954 - mmaction - INFO - Epoch [100][100/940] lr: 1.000e-04, eta: 0:10:35, time: 0.613, data_time: 0.001, memory: 8344, top1_acc: 0.7357, top5_acc: 0.8936, loss_cls: 1.0603, loss: 1.0603, grad_norm: 5.2846 2020-07-25 07:20:31,560 - mmaction - INFO - Epoch [100][120/940] lr: 1.000e-04, eta: 0:10:20, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7395, top5_acc: 0.8994, loss_cls: 1.0672, loss: 1.0672, grad_norm: 5.4271 2020-07-25 07:20:43,310 - mmaction - INFO - Epoch [100][140/940] lr: 1.000e-04, eta: 0:10:05, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7250, top5_acc: 0.8863, loss_cls: 1.1105, loss: 1.1105, grad_norm: 5.4979 2020-07-25 07:20:54,964 - mmaction - INFO - Epoch [100][160/940] lr: 1.000e-04, eta: 0:09:49, time: 0.583, data_time: 0.001, memory: 8344, top1_acc: 0.7271, top5_acc: 0.8906, loss_cls: 1.1206, loss: 1.1206, grad_norm: 5.5094 2020-07-25 07:21:07,239 - mmaction - INFO - Epoch [100][180/940] lr: 1.000e-04, eta: 0:09:34, time: 0.613, data_time: 0.002, memory: 8344, top1_acc: 0.7400, top5_acc: 0.9020, loss_cls: 1.0429, loss: 1.0429, grad_norm: 5.3771 2020-07-25 07:21:19,559 - mmaction - INFO - Epoch [100][200/940] lr: 1.000e-04, eta: 0:09:19, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7223, top5_acc: 0.8795, loss_cls: 1.1448, loss: 1.1448, grad_norm: 5.5513 2020-07-25 07:21:32,028 - mmaction - INFO - Epoch [100][220/940] lr: 1.000e-04, eta: 0:09:04, time: 0.624, data_time: 0.008, memory: 8344, top1_acc: 0.7281, top5_acc: 0.8867, loss_cls: 1.0961, loss: 1.0961, grad_norm: 5.4676 2020-07-25 07:21:43,780 - mmaction - INFO - Epoch [100][240/940] lr: 1.000e-04, eta: 0:08:49, time: 0.587, data_time: 0.001, memory: 8344, top1_acc: 0.7256, top5_acc: 0.8936, loss_cls: 1.0941, loss: 1.0941, grad_norm: 5.4978 2020-07-25 07:21:56,006 - mmaction - INFO - Epoch [100][260/940] lr: 1.000e-04, eta: 0:08:34, time: 0.612, data_time: 0.002, memory: 8344, top1_acc: 0.7248, top5_acc: 0.8869, loss_cls: 1.1191, loss: 1.1191, grad_norm: 5.5049 2020-07-25 07:22:07,639 - mmaction - INFO - Epoch [100][280/940] lr: 1.000e-04, eta: 0:08:19, time: 0.581, data_time: 0.001, memory: 8344, top1_acc: 0.7273, top5_acc: 0.8889, loss_cls: 1.1124, loss: 1.1124, grad_norm: 5.5881 2020-07-25 07:22:19,964 - mmaction - INFO - Epoch [100][300/940] lr: 1.000e-04, eta: 0:08:03, time: 0.617, data_time: 0.002, memory: 8344, top1_acc: 0.7328, top5_acc: 0.8910, loss_cls: 1.0971, loss: 1.0971, grad_norm: 5.3212 2020-07-25 07:22:32,351 - mmaction - INFO - Epoch [100][320/940] lr: 1.000e-04, eta: 0:07:48, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7320, top5_acc: 0.8904, loss_cls: 1.0974, loss: 1.0974, grad_norm: 5.5036 2020-07-25 07:22:44,111 - mmaction - INFO - Epoch [100][340/940] lr: 1.000e-04, eta: 0:07:33, time: 0.588, data_time: 0.002, memory: 8344, top1_acc: 0.7332, top5_acc: 0.8924, loss_cls: 1.1026, loss: 1.1026, grad_norm: 5.5019 2020-07-25 07:22:56,628 - mmaction - INFO - Epoch [100][360/940] lr: 1.000e-04, eta: 0:07:18, time: 0.626, data_time: 0.002, memory: 8344, top1_acc: 0.7285, top5_acc: 0.8877, loss_cls: 1.1215, loss: 1.1215, grad_norm: 5.4864 2020-07-25 07:23:08,364 - mmaction - INFO - Epoch [100][380/940] lr: 1.000e-04, eta: 0:07:03, time: 0.586, data_time: 0.001, memory: 8344, top1_acc: 0.7326, top5_acc: 0.8926, loss_cls: 1.0882, loss: 1.0882, grad_norm: 5.4312 2020-07-25 07:23:20,770 - mmaction - INFO - Epoch [100][400/940] lr: 1.000e-04, eta: 0:06:48, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7254, top5_acc: 0.8883, loss_cls: 1.1166, loss: 1.1166, grad_norm: 5.5705 2020-07-25 07:23:33,232 - mmaction - INFO - Epoch [100][420/940] lr: 1.000e-04, eta: 0:06:33, time: 0.623, data_time: 0.002, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8887, loss_cls: 1.1114, loss: 1.1114, grad_norm: 5.4913 2020-07-25 07:23:44,958 - mmaction - INFO - Epoch [100][440/940] lr: 1.000e-04, eta: 0:06:17, time: 0.586, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8832, loss_cls: 1.1293, loss: 1.1293, grad_norm: 5.6017 2020-07-25 07:23:57,355 - mmaction - INFO - Epoch [100][460/940] lr: 1.000e-04, eta: 0:06:02, time: 0.620, data_time: 0.002, memory: 8344, top1_acc: 0.7299, top5_acc: 0.8889, loss_cls: 1.0914, loss: 1.0914, grad_norm: 5.5538 2020-07-25 07:24:09,732 - mmaction - INFO - Epoch [100][480/940] lr: 1.000e-04, eta: 0:05:47, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7258, top5_acc: 0.8846, loss_cls: 1.1340, loss: 1.1340, grad_norm: 5.5358 2020-07-25 07:24:21,451 - mmaction - INFO - Epoch [100][500/940] lr: 1.000e-04, eta: 0:05:32, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7379, top5_acc: 0.8986, loss_cls: 1.0721, loss: 1.0721, grad_norm: 5.4264 2020-07-25 07:24:33,141 - mmaction - INFO - Epoch [100][520/940] lr: 1.000e-04, eta: 0:05:17, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7344, top5_acc: 0.8951, loss_cls: 1.0781, loss: 1.0781, grad_norm: 5.4178 2020-07-25 07:24:45,469 - mmaction - INFO - Epoch [100][540/940] lr: 1.000e-04, eta: 0:05:02, time: 0.616, data_time: 0.002, memory: 8344, top1_acc: 0.7398, top5_acc: 0.8895, loss_cls: 1.0826, loss: 1.0826, grad_norm: 5.4464 2020-07-25 07:24:57,130 - mmaction - INFO - Epoch [100][560/940] lr: 1.000e-04, eta: 0:04:47, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7301, top5_acc: 0.8838, loss_cls: 1.1378, loss: 1.1378, grad_norm: 5.5525 2020-07-25 07:25:08,916 - mmaction - INFO - Epoch [100][580/940] lr: 1.000e-04, eta: 0:04:32, time: 0.589, data_time: 0.001, memory: 8344, top1_acc: 0.7311, top5_acc: 0.8945, loss_cls: 1.0868, loss: 1.0868, grad_norm: 5.4837 2020-07-25 07:25:21,849 - mmaction - INFO - Epoch [100][600/940] lr: 1.000e-04, eta: 0:04:16, time: 0.646, data_time: 0.002, memory: 8344, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1051, loss: 1.1051, grad_norm: 5.4931 2020-07-25 07:25:33,505 - mmaction - INFO - Epoch [100][620/940] lr: 1.000e-04, eta: 0:04:01, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7217, top5_acc: 0.8908, loss_cls: 1.1014, loss: 1.1014, grad_norm: 5.5438 2020-07-25 07:25:45,113 - mmaction - INFO - Epoch [100][640/940] lr: 1.000e-04, eta: 0:03:46, time: 0.580, data_time: 0.001, memory: 8344, top1_acc: 0.7354, top5_acc: 0.8936, loss_cls: 1.1033, loss: 1.1033, grad_norm: 5.5647 2020-07-25 07:25:57,422 - mmaction - INFO - Epoch [100][660/940] lr: 1.000e-04, eta: 0:03:31, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7359, top5_acc: 0.8947, loss_cls: 1.0633, loss: 1.0633, grad_norm: 5.3660 2020-07-25 07:26:09,109 - mmaction - INFO - Epoch [100][680/940] lr: 1.000e-04, eta: 0:03:16, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7295, top5_acc: 0.8906, loss_cls: 1.0972, loss: 1.0972, grad_norm: 5.4662 2020-07-25 07:26:21,487 - mmaction - INFO - Epoch [100][700/940] lr: 1.000e-04, eta: 0:03:01, time: 0.619, data_time: 0.002, memory: 8344, top1_acc: 0.7365, top5_acc: 0.8891, loss_cls: 1.0905, loss: 1.0905, grad_norm: 5.4628 2020-07-25 07:26:33,214 - mmaction - INFO - Epoch [100][720/940] lr: 1.000e-04, eta: 0:02:46, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7145, top5_acc: 0.8867, loss_cls: 1.1347, loss: 1.1347, grad_norm: 5.5776 2020-07-25 07:26:44,873 - mmaction - INFO - Epoch [100][740/940] lr: 1.000e-04, eta: 0:02:31, time: 0.584, data_time: 0.002, memory: 8344, top1_acc: 0.7402, top5_acc: 0.8973, loss_cls: 1.0561, loss: 1.0561, grad_norm: 5.4062 2020-07-25 07:26:56,576 - mmaction - INFO - Epoch [100][760/940] lr: 1.000e-04, eta: 0:02:15, time: 0.585, data_time: 0.001, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8936, loss_cls: 1.0931, loss: 1.0931, grad_norm: 5.5101 2020-07-25 07:27:09,113 - mmaction - INFO - Epoch [100][780/940] lr: 1.000e-04, eta: 0:02:00, time: 0.627, data_time: 0.001, memory: 8344, top1_acc: 0.7350, top5_acc: 0.8902, loss_cls: 1.0823, loss: 1.0823, grad_norm: 5.4083 2020-07-25 07:27:20,815 - mmaction - INFO - Epoch [100][800/940] lr: 1.000e-04, eta: 0:01:45, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7309, top5_acc: 0.8930, loss_cls: 1.0969, loss: 1.0969, grad_norm: 5.4909 2020-07-25 07:27:32,434 - mmaction - INFO - Epoch [100][820/940] lr: 1.000e-04, eta: 0:01:30, time: 0.581, data_time: 0.002, memory: 8344, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.1189, loss: 1.1189, grad_norm: 5.5221 2020-07-25 07:27:44,868 - mmaction - INFO - Epoch [100][840/940] lr: 1.000e-04, eta: 0:01:15, time: 0.621, data_time: 0.001, memory: 8344, top1_acc: 0.7260, top5_acc: 0.8877, loss_cls: 1.1210, loss: 1.1210, grad_norm: 5.4684 2020-07-25 07:27:57,150 - mmaction - INFO - Epoch [100][860/940] lr: 1.000e-04, eta: 0:01:00, time: 0.615, data_time: 0.002, memory: 8344, top1_acc: 0.7395, top5_acc: 0.8900, loss_cls: 1.0811, loss: 1.0811, grad_norm: 5.3781 2020-07-25 07:28:09,501 - mmaction - INFO - Epoch [100][880/940] lr: 1.000e-04, eta: 0:00:45, time: 0.618, data_time: 0.002, memory: 8344, top1_acc: 0.7268, top5_acc: 0.8967, loss_cls: 1.0920, loss: 1.0920, grad_norm: 5.5390 2020-07-25 07:28:21,202 - mmaction - INFO - Epoch [100][900/940] lr: 1.000e-04, eta: 0:00:30, time: 0.585, data_time: 0.002, memory: 8344, top1_acc: 0.7332, top5_acc: 0.8922, loss_cls: 1.0775, loss: 1.0775, grad_norm: 5.4557 2020-07-25 07:28:33,598 - 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: 0.7350, top5_acc: 0.8967, loss_cls: 1.0792, loss: 1.0792, grad_norm: 5.4074 2020-07-25 07:28:44,727 - mmaction - INFO - Epoch [100][940/940] lr: 1.000e-04, eta: 0:00:00, time: 0.557, data_time: 0.001, memory: 8344, top1_acc: 0.7232, top5_acc: 0.8980, loss_cls: 1.0944, loss: 1.0944, grad_norm: 5.6606 2020-07-25 07:28:48,267 - mmaction - INFO - Saving checkpoint at 100 epochs