2020-09-11 09:05:26,958 - 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 GPU 0,1,2,3,4,5,6,7: TITAN Xp CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 8.0, V8.0.61 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-16) PyTorch: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 4.9 - 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_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_50,code=compute_50 - CuDNN 7.5.1 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -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, 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: 4.2.0 MMCV: 1.1.2 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.6.0+df8648e ------------------------------------------------------------ 2020-09-11 09:05:26,973 - mmaction - INFO - Distributed training: True 2020-09-11 09:05:26,973 - mmaction - INFO - Config: /mnt/lustre/duanhaodong1/mmaction2/configs/slowonly/8x8_finetune.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained='modelzoo/resnet50-19c8e357.pth', lateral=False, conv1_kernel=(1, 7, 7), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), cls_head=dict( type='I3DHead', in_channels=2048, num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'RawframeDataset' data_root = '/mnt/lustre21/DATAshare2/duanhaodong/kinetics_400_train_SH36_frames' data_root_val = '/mnt/lustre21/DATAshare2/duanhaodong/kinetics_400_val_SH36_frames' ann_file_train = 'data/k400/kinetics_train_list_hd320.txt' ann_file_val = 'data/k400/kinetics_val_list_hd320.txt' ann_file_test = 'data/k400/kinetics_val_list_hd320.txt' 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') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1), dict(type='RawFrameDecode', 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1, test_mode=True), dict(type='RawFrameDecode', 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=10, test_mode=True), dict(type='RawFrameDecode', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=12, workers_per_gpu=3, 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=0.06, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict( policy='step', step=[90, 130], warmup='linear', warmup_by_epoch=True, warmup_iters=10) total_epochs = 150 checkpoint_config = dict(interval=5) workflow = [('train', 5)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/8x8_finetune' load_from = None resume_from = None find_unused_parameters = False 2020-09-11 09:05:27,715 - mmaction - INFO - load model from: modelzoo/resnet50-19c8e357.pth 2020-09-11 09:05:27,973 - mmaction - INFO - These parameters in the 2d checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-09-11 09:05:35,185 - mmaction - INFO - Start running, host: duanhaodong1@SH-IDC2-172-20-21-33, work_dir: /mnt/lustre/duanhaodong1/mmaction2/work_dirs/8x8_finetune 2020-09-11 09:05:35,185 - mmaction - INFO - workflow: [('train', 5)], max: 150 epochs 2020-09-11 09:06:10,662 - mmaction - INFO - Epoch [1][20/627] lr: 6.164e-03, eta: 1 day, 22:13:36, time: 1.770, data_time: 0.539, memory: 8469, top1_acc: 0.0042, top5_acc: 0.0199, loss_cls: 6.0002, loss: 6.0002, grad_norm: 2.2342 2020-09-11 09:06:33,011 - mmaction - INFO - Epoch [1][40/627] lr: 6.336e-03, eta: 1 day, 13:38:46, time: 1.113, data_time: 0.013, memory: 8469, top1_acc: 0.0133, top5_acc: 0.0477, loss_cls: 5.8562, loss: 5.8562, grad_norm: 2.2398 2020-09-11 09:06:55,468 - mmaction - INFO - Epoch [1][60/627] lr: 6.508e-03, eta: 1 day, 10:53:40, time: 1.126, data_time: 0.009, memory: 8469, top1_acc: 0.0331, top5_acc: 0.0975, loss_cls: 5.6735, loss: 5.6735, grad_norm: 2.3048 2020-09-11 09:07:17,772 - mmaction - INFO - Epoch [1][80/627] lr: 6.680e-03, eta: 1 day, 9:26:11, time: 1.114, data_time: 0.005, memory: 8469, top1_acc: 0.0547, top5_acc: 0.1508, loss_cls: 5.4227, loss: 5.4227, grad_norm: 2.3962 2020-09-11 09:07:40,194 - mmaction - INFO - Epoch [1][100/627] lr: 6.853e-03, eta: 1 day, 8:34:22, time: 1.117, data_time: 0.008, memory: 8469, top1_acc: 0.0613, top5_acc: 0.1826, loss_cls: 5.2145, loss: 5.2145, grad_norm: 2.4472 2020-09-11 09:08:02,577 - mmaction - INFO - Epoch [1][120/627] lr: 7.025e-03, eta: 1 day, 7:59:38, time: 1.117, data_time: 0.011, memory: 8469, top1_acc: 0.0897, top5_acc: 0.2320, loss_cls: 4.9942, loss: 4.9942, grad_norm: 2.5326 2020-09-11 09:08:25,007 - mmaction - INFO - Epoch [1][140/627] lr: 7.197e-03, eta: 1 day, 7:37:53, time: 1.131, data_time: 0.013, memory: 8469, top1_acc: 0.0991, top5_acc: 0.2564, loss_cls: 4.8475, loss: 4.8475, grad_norm: 2.5941 2020-09-11 09:08:47,359 - mmaction - INFO - Epoch [1][160/627] lr: 7.369e-03, eta: 1 day, 7:18:38, time: 1.116, data_time: 0.006, memory: 8469, top1_acc: 0.1090, top5_acc: 0.2770, loss_cls: 4.7017, loss: 4.7017, grad_norm: 2.6447 2020-09-11 09:09:09,840 - mmaction - INFO - Epoch [1][180/627] lr: 7.542e-03, eta: 1 day, 7:04:33, time: 1.122, data_time: 0.008, memory: 8469, top1_acc: 0.1201, top5_acc: 0.2984, loss_cls: 4.5789, loss: 4.5789, grad_norm: 2.7041 2020-09-11 09:09:32,275 - mmaction - INFO - Epoch [1][200/627] lr: 7.714e-03, eta: 1 day, 6:53:32, time: 1.124, data_time: 0.011, memory: 8469, top1_acc: 0.1243, top5_acc: 0.3108, loss_cls: 4.4831, loss: 4.4831, grad_norm: 2.7568 2020-09-11 09:09:54,741 - mmaction - INFO - Epoch [1][220/627] lr: 7.886e-03, eta: 1 day, 6:44:13, time: 1.122, data_time: 0.004, memory: 8469, top1_acc: 0.1435, top5_acc: 0.3387, loss_cls: 4.3580, loss: 4.3580, grad_norm: 2.8268 2020-09-11 09:10:17,165 - mmaction - INFO - Epoch [1][240/627] lr: 8.058e-03, eta: 1 day, 6:35:48, time: 1.118, data_time: 0.009, memory: 8469, top1_acc: 0.1546, top5_acc: 0.3596, loss_cls: 4.2530, loss: 4.2530, grad_norm: 2.8846 2020-09-11 09:10:39,906 - mmaction - INFO - Epoch [1][260/627] lr: 8.231e-03, eta: 1 day, 6:31:15, time: 1.140, data_time: 0.016, memory: 8469, top1_acc: 0.1576, top5_acc: 0.3783, loss_cls: 4.1897, loss: 4.1897, grad_norm: 2.9422 2020-09-11 09:11:02,317 - mmaction - INFO - Epoch [1][280/627] lr: 8.403e-03, eta: 1 day, 6:25:25, time: 1.123, data_time: 0.009, memory: 8469, top1_acc: 0.1706, top5_acc: 0.3922, loss_cls: 4.1040, loss: 4.1040, grad_norm: 2.9901 2020-09-11 09:11:24,909 - mmaction - INFO - Epoch [1][300/627] lr: 8.575e-03, eta: 1 day, 6:20:14, time: 1.122, data_time: 0.006, memory: 8469, top1_acc: 0.1805, top5_acc: 0.4001, loss_cls: 4.0496, loss: 4.0496, grad_norm: 3.0474 2020-09-11 09:11:47,295 - mmaction - INFO - Epoch [1][320/627] lr: 8.747e-03, eta: 1 day, 6:15:54, time: 1.124, data_time: 0.015, memory: 8469, top1_acc: 0.1858, top5_acc: 0.4151, loss_cls: 3.9907, loss: 3.9907, grad_norm: 3.0764 2020-09-11 09:12:09,769 - mmaction - INFO - Epoch [1][340/627] lr: 8.920e-03, eta: 1 day, 6:12:01, time: 1.124, data_time: 0.012, memory: 8469, top1_acc: 0.1930, top5_acc: 0.4311, loss_cls: 3.9222, loss: 3.9222, grad_norm: 3.1319 2020-09-11 09:12:32,267 - mmaction - INFO - Epoch [1][360/627] lr: 9.092e-03, eta: 1 day, 6:08:43, time: 1.127, data_time: 0.007, memory: 8469, top1_acc: 0.2094, top5_acc: 0.4397, loss_cls: 3.8438, loss: 3.8438, grad_norm: 3.1464 2020-09-11 09:12:54,688 - mmaction - INFO - Epoch [1][380/627] lr: 9.264e-03, eta: 1 day, 6:05:07, time: 1.119, data_time: 0.005, memory: 8469, top1_acc: 0.2116, top5_acc: 0.4538, loss_cls: 3.8090, loss: 3.8090, grad_norm: 3.2404 2020-09-11 09:13:17,230 - mmaction - INFO - Epoch [1][400/627] lr: 9.436e-03, eta: 1 day, 6:02:35, time: 1.129, data_time: 0.009, memory: 8469, top1_acc: 0.2085, top5_acc: 0.4453, loss_cls: 3.8013, loss: 3.8013, grad_norm: 3.2949 2020-09-11 09:13:39,759 - mmaction - INFO - Epoch [1][420/627] lr: 9.609e-03, eta: 1 day, 6:00:09, time: 1.127, data_time: 0.005, memory: 8469, top1_acc: 0.2267, top5_acc: 0.4618, loss_cls: 3.7078, loss: 3.7078, grad_norm: 3.3119 2020-09-11 09:14:02,213 - mmaction - INFO - Epoch [1][440/627] lr: 9.781e-03, eta: 1 day, 5:57:34, time: 1.123, data_time: 0.005, memory: 8469, top1_acc: 0.2281, top5_acc: 0.4716, loss_cls: 3.6979, loss: 3.6979, grad_norm: 3.3612 2020-09-11 09:14:24,741 - mmaction - INFO - Epoch [1][460/627] lr: 9.953e-03, eta: 1 day, 5:55:27, time: 1.127, data_time: 0.006, memory: 8469, top1_acc: 0.2348, top5_acc: 0.4784, loss_cls: 3.6423, loss: 3.6423, grad_norm: 3.3578 2020-09-11 09:14:47,303 - mmaction - INFO - Epoch [1][480/627] lr: 1.013e-02, eta: 1 day, 5:53:34, time: 1.128, data_time: 0.007, memory: 8469, top1_acc: 0.2400, top5_acc: 0.4888, loss_cls: 3.6059, loss: 3.6059, grad_norm: 3.4003 2020-09-11 09:15:09,794 - mmaction - INFO - Epoch [1][500/627] lr: 1.030e-02, eta: 1 day, 5:51:32, time: 1.123, data_time: 0.001, memory: 8469, top1_acc: 0.2452, top5_acc: 0.4892, loss_cls: 3.5958, loss: 3.5958, grad_norm: 3.4551 2020-09-11 09:15:32,391 - mmaction - INFO - Epoch [1][520/627] lr: 1.047e-02, eta: 1 day, 5:49:58, time: 1.129, data_time: 0.004, memory: 8469, top1_acc: 0.2366, top5_acc: 0.4868, loss_cls: 3.6077, loss: 3.6077, grad_norm: 3.5432 2020-09-11 09:15:54,907 - mmaction - INFO - Epoch [1][540/627] lr: 1.064e-02, eta: 1 day, 5:47:54, time: 1.119, data_time: 0.011, memory: 8469, top1_acc: 0.2546, top5_acc: 0.5085, loss_cls: 3.4928, loss: 3.4928, grad_norm: 3.5652 2020-09-11 09:16:17,420 - mmaction - INFO - Epoch [1][560/627] lr: 1.081e-02, eta: 1 day, 5:46:47, time: 1.134, data_time: 0.015, memory: 8469, top1_acc: 0.2525, top5_acc: 0.5112, loss_cls: 3.5043, loss: 3.5043, grad_norm: 3.5752 2020-09-11 09:16:39,884 - mmaction - INFO - Epoch [1][580/627] lr: 1.099e-02, eta: 1 day, 5:44:48, time: 1.117, data_time: 0.006, memory: 8469, top1_acc: 0.2659, top5_acc: 0.5186, loss_cls: 3.4607, loss: 3.4607, grad_norm: 3.5464 2020-09-11 09:17:02,473 - mmaction - INFO - Epoch [1][600/627] lr: 1.116e-02, eta: 1 day, 5:43:55, time: 1.136, data_time: 0.011, memory: 8469, top1_acc: 0.2581, top5_acc: 0.5091, loss_cls: 3.4710, loss: 3.4710, grad_norm: 3.6531 2020-09-11 09:17:25,003 - mmaction - INFO - Epoch [1][620/627] lr: 1.133e-02, eta: 1 day, 5:42:27, time: 1.124, data_time: 0.013, memory: 8469, top1_acc: 0.2613, top5_acc: 0.5176, loss_cls: 3.4462, loss: 3.4462, grad_norm: 3.6746 2020-09-11 09:18:06,617 - mmaction - INFO - Epoch [2][20/627] lr: 1.156e-02, eta: 1 day, 5:50:56, time: 1.732, data_time: 0.536, memory: 8471, top1_acc: 0.2743, top5_acc: 0.5251, loss_cls: 3.4214, loss: 3.4214, grad_norm: 3.6795 2020-09-11 09:18:29,163 - mmaction - INFO - Epoch [2][40/627] lr: 1.174e-02, eta: 1 day, 5:49:48, time: 1.134, data_time: 0.017, memory: 8471, top1_acc: 0.2777, top5_acc: 0.5348, loss_cls: 3.3560, loss: 3.3560, grad_norm: 3.6592 2020-09-11 09:18:51,605 - mmaction - INFO - Epoch [2][60/627] lr: 1.191e-02, eta: 1 day, 5:47:50, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.2805, top5_acc: 0.5340, loss_cls: 3.3698, loss: 3.3698, grad_norm: 3.7222 2020-09-11 09:19:14,092 - mmaction - INFO - Epoch [2][80/627] lr: 1.208e-02, eta: 1 day, 5:46:21, time: 1.124, data_time: 0.016, memory: 8471, top1_acc: 0.2715, top5_acc: 0.5195, loss_cls: 3.4124, loss: 3.4124, grad_norm: 3.7032 2020-09-11 09:19:36,590 - mmaction - INFO - Epoch [2][100/627] lr: 1.225e-02, eta: 1 day, 5:45:23, time: 1.135, data_time: 0.014, memory: 8471, top1_acc: 0.2888, top5_acc: 0.5372, loss_cls: 3.3164, loss: 3.3164, grad_norm: 3.7142 2020-09-11 09:19:59,232 - mmaction - INFO - Epoch [2][120/627] lr: 1.242e-02, eta: 1 day, 5:44:20, time: 1.132, data_time: 0.007, memory: 8471, top1_acc: 0.2866, top5_acc: 0.5365, loss_cls: 3.3309, loss: 3.3309, grad_norm: 3.7321 2020-09-11 09:20:21,747 - mmaction - INFO - Epoch [2][140/627] lr: 1.260e-02, eta: 1 day, 5:42:51, time: 1.121, data_time: 0.008, memory: 8471, top1_acc: 0.2879, top5_acc: 0.5299, loss_cls: 3.3166, loss: 3.3166, grad_norm: 3.7782 2020-09-11 09:20:44,319 - mmaction - INFO - Epoch [2][160/627] lr: 1.277e-02, eta: 1 day, 5:41:58, time: 1.134, data_time: 0.014, memory: 8471, top1_acc: 0.2884, top5_acc: 0.5488, loss_cls: 3.2668, loss: 3.2668, grad_norm: 3.7486 2020-09-11 09:21:06,838 - mmaction - INFO - Epoch [2][180/627] lr: 1.294e-02, eta: 1 day, 5:40:44, time: 1.124, data_time: 0.011, memory: 8471, top1_acc: 0.2971, top5_acc: 0.5487, loss_cls: 3.2685, loss: 3.2685, grad_norm: 3.8136 2020-09-11 09:21:29,417 - mmaction - INFO - Epoch [2][200/627] lr: 1.311e-02, eta: 1 day, 5:39:41, time: 1.128, data_time: 0.010, memory: 8471, top1_acc: 0.3010, top5_acc: 0.5505, loss_cls: 3.2492, loss: 3.2492, grad_norm: 3.8237 2020-09-11 09:21:51,939 - mmaction - INFO - Epoch [2][220/627] lr: 1.329e-02, eta: 1 day, 5:38:42, time: 1.129, data_time: 0.007, memory: 8471, top1_acc: 0.2952, top5_acc: 0.5462, loss_cls: 3.2702, loss: 3.2702, grad_norm: 3.8662 2020-09-11 09:22:14,370 - mmaction - INFO - Epoch [2][240/627] lr: 1.346e-02, eta: 1 day, 5:37:28, time: 1.121, data_time: 0.006, memory: 8471, top1_acc: 0.2991, top5_acc: 0.5531, loss_cls: 3.2410, loss: 3.2410, grad_norm: 3.8421 2020-09-11 09:22:36,834 - mmaction - INFO - Epoch [2][260/627] lr: 1.363e-02, eta: 1 day, 5:36:19, time: 1.123, data_time: 0.006, memory: 8471, top1_acc: 0.3076, top5_acc: 0.5650, loss_cls: 3.2069, loss: 3.2069, grad_norm: 3.8784 2020-09-11 09:22:59,433 - mmaction - INFO - Epoch [2][280/627] lr: 1.380e-02, eta: 1 day, 5:35:26, time: 1.129, data_time: 0.007, memory: 8471, top1_acc: 0.2967, top5_acc: 0.5517, loss_cls: 3.2279, loss: 3.2279, grad_norm: 3.8713 2020-09-11 09:23:21,949 - mmaction - INFO - Epoch [2][300/627] lr: 1.398e-02, eta: 1 day, 5:34:26, time: 1.125, data_time: 0.006, memory: 8471, top1_acc: 0.3031, top5_acc: 0.5595, loss_cls: 3.2111, loss: 3.2111, grad_norm: 3.8247 2020-09-11 09:23:44,560 - mmaction - INFO - Epoch [2][320/627] lr: 1.415e-02, eta: 1 day, 5:33:42, time: 1.133, data_time: 0.007, memory: 8471, top1_acc: 0.3159, top5_acc: 0.5677, loss_cls: 3.1613, loss: 3.1613, grad_norm: 3.7828 2020-09-11 09:24:07,039 - mmaction - INFO - Epoch [2][340/627] lr: 1.432e-02, eta: 1 day, 5:32:42, time: 1.124, data_time: 0.008, memory: 8471, top1_acc: 0.3020, top5_acc: 0.5522, loss_cls: 3.1826, loss: 3.1826, grad_norm: 3.8819 2020-09-11 09:24:29,598 - mmaction - INFO - Epoch [2][360/627] lr: 1.449e-02, eta: 1 day, 5:31:53, time: 1.129, data_time: 0.005, memory: 8471, top1_acc: 0.3073, top5_acc: 0.5634, loss_cls: 3.1857, loss: 3.1857, grad_norm: 3.8672 2020-09-11 09:24:52,175 - mmaction - INFO - Epoch [2][380/627] lr: 1.466e-02, eta: 1 day, 5:31:03, time: 1.128, data_time: 0.004, memory: 8471, top1_acc: 0.3094, top5_acc: 0.5733, loss_cls: 3.1623, loss: 3.1623, grad_norm: 3.9333 2020-09-11 09:25:14,649 - mmaction - INFO - Epoch [2][400/627] lr: 1.484e-02, eta: 1 day, 5:30:02, time: 1.121, data_time: 0.004, memory: 8471, top1_acc: 0.3030, top5_acc: 0.5660, loss_cls: 3.1637, loss: 3.1637, grad_norm: 3.8392 2020-09-11 09:25:37,263 - mmaction - INFO - Epoch [2][420/627] lr: 1.501e-02, eta: 1 day, 5:29:09, time: 1.124, data_time: 0.006, memory: 8471, top1_acc: 0.3057, top5_acc: 0.5612, loss_cls: 3.1674, loss: 3.1674, grad_norm: 3.8700 2020-09-11 09:25:59,748 - mmaction - INFO - Epoch [2][440/627] lr: 1.518e-02, eta: 1 day, 5:28:32, time: 1.133, data_time: 0.014, memory: 8471, top1_acc: 0.3046, top5_acc: 0.5602, loss_cls: 3.1866, loss: 3.1866, grad_norm: 3.9067 2020-09-11 09:26:22,142 - mmaction - INFO - Epoch [2][460/627] lr: 1.535e-02, eta: 1 day, 5:27:33, time: 1.120, data_time: 0.006, memory: 8471, top1_acc: 0.3165, top5_acc: 0.5712, loss_cls: 3.1313, loss: 3.1313, grad_norm: 3.8898 2020-09-11 09:26:44,710 - mmaction - INFO - Epoch [2][480/627] lr: 1.553e-02, eta: 1 day, 5:26:47, time: 1.127, data_time: 0.008, memory: 8471, top1_acc: 0.3013, top5_acc: 0.5641, loss_cls: 3.1836, loss: 3.1836, grad_norm: 3.9169 2020-09-11 09:27:07,198 - mmaction - INFO - Epoch [2][500/627] lr: 1.570e-02, eta: 1 day, 5:25:53, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.3086, top5_acc: 0.5677, loss_cls: 3.1607, loss: 3.1607, grad_norm: 3.8922 2020-09-11 09:27:29,783 - mmaction - INFO - Epoch [2][520/627] lr: 1.587e-02, eta: 1 day, 5:25:20, time: 1.134, data_time: 0.010, memory: 8471, top1_acc: 0.3223, top5_acc: 0.5725, loss_cls: 3.1298, loss: 3.1298, grad_norm: 3.9171 2020-09-11 09:27:52,277 - mmaction - INFO - Epoch [2][540/627] lr: 1.604e-02, eta: 1 day, 5:24:25, time: 1.120, data_time: 0.003, memory: 8471, top1_acc: 0.3211, top5_acc: 0.5708, loss_cls: 3.1402, loss: 3.1402, grad_norm: 3.9031 2020-09-11 09:28:14,856 - mmaction - INFO - Epoch [2][560/627] lr: 1.621e-02, eta: 1 day, 5:23:49, time: 1.131, data_time: 0.011, memory: 8471, top1_acc: 0.3219, top5_acc: 0.5793, loss_cls: 3.1086, loss: 3.1086, grad_norm: 3.8535 2020-09-11 09:28:37,425 - mmaction - INFO - Epoch [2][580/627] lr: 1.639e-02, eta: 1 day, 5:23:09, time: 1.128, data_time: 0.010, memory: 8471, top1_acc: 0.3258, top5_acc: 0.5809, loss_cls: 3.1112, loss: 3.1112, grad_norm: 3.8846 2020-09-11 09:28:59,983 - mmaction - INFO - Epoch [2][600/627] lr: 1.656e-02, eta: 1 day, 5:22:29, time: 1.128, data_time: 0.011, memory: 8471, top1_acc: 0.3214, top5_acc: 0.5799, loss_cls: 3.0938, loss: 3.0938, grad_norm: 3.8959 2020-09-11 09:29:22,498 - mmaction - INFO - Epoch [2][620/627] lr: 1.673e-02, eta: 1 day, 5:21:35, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.3210, top5_acc: 0.5784, loss_cls: 3.1166, loss: 3.1166, grad_norm: 3.9477 2020-09-11 09:30:09,663 - mmaction - INFO - Epoch [3][20/627] lr: 1.696e-02, eta: 1 day, 5:33:21, time: 2.044, data_time: 0.554, memory: 8471, top1_acc: 0.3241, top5_acc: 0.5812, loss_cls: 3.0943, loss: 3.0943, grad_norm: 3.9028 2020-09-11 09:30:32,135 - mmaction - INFO - Epoch [3][40/627] lr: 1.714e-02, eta: 1 day, 5:32:10, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.3246, top5_acc: 0.5836, loss_cls: 3.0728, loss: 3.0728, grad_norm: 3.8580 2020-09-11 09:30:54,622 - mmaction - INFO - Epoch [3][60/627] lr: 1.731e-02, eta: 1 day, 5:31:27, time: 1.132, data_time: 0.013, memory: 8471, top1_acc: 0.3329, top5_acc: 0.5822, loss_cls: 3.0442, loss: 3.0442, grad_norm: 3.8351 2020-09-11 09:31:17,135 - mmaction - INFO - Epoch [3][80/627] lr: 1.748e-02, eta: 1 day, 5:30:35, time: 1.125, data_time: 0.007, memory: 8471, top1_acc: 0.3305, top5_acc: 0.5868, loss_cls: 3.0673, loss: 3.0673, grad_norm: 3.9634 2020-09-11 09:31:39,616 - mmaction - INFO - Epoch [3][100/627] lr: 1.765e-02, eta: 1 day, 5:29:41, time: 1.124, data_time: 0.007, memory: 8471, top1_acc: 0.3357, top5_acc: 0.5960, loss_cls: 3.0099, loss: 3.0099, grad_norm: 3.8560 2020-09-11 09:32:02,051 - mmaction - INFO - Epoch [3][120/627] lr: 1.782e-02, eta: 1 day, 5:28:46, time: 1.122, data_time: 0.009, memory: 8471, top1_acc: 0.3371, top5_acc: 0.5919, loss_cls: 3.0206, loss: 3.0206, grad_norm: 3.9623 2020-09-11 09:32:24,613 - mmaction - INFO - Epoch [3][140/627] lr: 1.800e-02, eta: 1 day, 5:28:01, time: 1.128, data_time: 0.012, memory: 8471, top1_acc: 0.3362, top5_acc: 0.5905, loss_cls: 3.0063, loss: 3.0063, grad_norm: 3.9291 2020-09-11 09:32:47,170 - mmaction - INFO - Epoch [3][160/627] lr: 1.817e-02, eta: 1 day, 5:27:07, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.3361, top5_acc: 0.5973, loss_cls: 3.0211, loss: 3.0211, grad_norm: 3.8900 2020-09-11 09:33:09,752 - mmaction - INFO - Epoch [3][180/627] lr: 1.834e-02, eta: 1 day, 5:26:37, time: 1.139, data_time: 0.015, memory: 8471, top1_acc: 0.3441, top5_acc: 0.5975, loss_cls: 3.0080, loss: 3.0080, grad_norm: 3.8977 2020-09-11 09:33:32,414 - mmaction - INFO - Epoch [3][200/627] lr: 1.851e-02, eta: 1 day, 5:25:59, time: 1.133, data_time: 0.008, memory: 8471, top1_acc: 0.3410, top5_acc: 0.5921, loss_cls: 3.0113, loss: 3.0113, grad_norm: 3.9096 2020-09-11 09:33:54,842 - mmaction - INFO - Epoch [3][220/627] lr: 1.869e-02, eta: 1 day, 5:25:05, time: 1.120, data_time: 0.008, memory: 8471, top1_acc: 0.3349, top5_acc: 0.5868, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.9030 2020-09-11 09:34:17,361 - mmaction - INFO - Epoch [3][240/627] lr: 1.886e-02, eta: 1 day, 5:24:23, time: 1.129, data_time: 0.008, memory: 8471, top1_acc: 0.3367, top5_acc: 0.6010, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.9343 2020-09-11 09:34:39,918 - mmaction - INFO - Epoch [3][260/627] lr: 1.903e-02, eta: 1 day, 5:23:36, time: 1.124, data_time: 0.006, memory: 8471, top1_acc: 0.3323, top5_acc: 0.5905, loss_cls: 3.0222, loss: 3.0222, grad_norm: 3.8804 2020-09-11 09:35:02,400 - mmaction - INFO - Epoch [3][280/627] lr: 1.920e-02, eta: 1 day, 5:22:55, time: 1.128, data_time: 0.010, memory: 8471, top1_acc: 0.3387, top5_acc: 0.5909, loss_cls: 3.0086, loss: 3.0086, grad_norm: 3.9053 2020-09-11 09:35:24,944 - mmaction - INFO - Epoch [3][300/627] lr: 1.938e-02, eta: 1 day, 5:22:11, time: 1.125, data_time: 0.003, memory: 8471, top1_acc: 0.3431, top5_acc: 0.5936, loss_cls: 2.9811, loss: 2.9811, grad_norm: 3.8656 2020-09-11 09:35:47,444 - mmaction - INFO - Epoch [3][320/627] lr: 1.955e-02, eta: 1 day, 5:21:21, time: 1.120, data_time: 0.007, memory: 8471, top1_acc: 0.3336, top5_acc: 0.5973, loss_cls: 3.0188, loss: 3.0188, grad_norm: 3.8608 2020-09-11 09:36:10,122 - mmaction - INFO - Epoch [3][340/627] lr: 1.972e-02, eta: 1 day, 5:20:50, time: 1.136, data_time: 0.012, memory: 8471, top1_acc: 0.3339, top5_acc: 0.5887, loss_cls: 3.0460, loss: 3.0460, grad_norm: 3.8424 2020-09-11 09:36:32,729 - mmaction - INFO - Epoch [3][360/627] lr: 1.989e-02, eta: 1 day, 5:20:10, time: 1.128, data_time: 0.011, memory: 8471, top1_acc: 0.3341, top5_acc: 0.5889, loss_cls: 3.0439, loss: 3.0439, grad_norm: 3.8875 2020-09-11 09:36:55,275 - mmaction - INFO - Epoch [3][380/627] lr: 2.006e-02, eta: 1 day, 5:19:36, time: 1.133, data_time: 0.017, memory: 8471, top1_acc: 0.3355, top5_acc: 0.5891, loss_cls: 3.0562, loss: 3.0562, grad_norm: 3.8286 2020-09-11 09:37:17,852 - mmaction - INFO - Epoch [3][400/627] lr: 2.024e-02, eta: 1 day, 5:18:49, time: 1.120, data_time: 0.005, memory: 8471, top1_acc: 0.3453, top5_acc: 0.5947, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.8248 2020-09-11 09:37:40,318 - mmaction - INFO - Epoch [3][420/627] lr: 2.041e-02, eta: 1 day, 5:18:05, time: 1.124, data_time: 0.018, memory: 8471, top1_acc: 0.3391, top5_acc: 0.6013, loss_cls: 3.0032, loss: 3.0032, grad_norm: 3.8547 2020-09-11 09:38:02,780 - mmaction - INFO - Epoch [3][440/627] lr: 2.058e-02, eta: 1 day, 5:17:27, time: 1.128, data_time: 0.019, memory: 8471, top1_acc: 0.3427, top5_acc: 0.5954, loss_cls: 2.9886, loss: 2.9886, grad_norm: 3.8270 2020-09-11 09:38:25,291 - mmaction - INFO - Epoch [3][460/627] lr: 2.075e-02, eta: 1 day, 5:16:49, time: 1.128, data_time: 0.017, memory: 8471, top1_acc: 0.3370, top5_acc: 0.6004, loss_cls: 2.9915, loss: 2.9915, grad_norm: 3.8624 2020-09-11 09:38:47,810 - mmaction - INFO - Epoch [3][480/627] lr: 2.093e-02, eta: 1 day, 5:16:04, time: 1.121, data_time: 0.008, memory: 8471, top1_acc: 0.3438, top5_acc: 0.5936, loss_cls: 3.0094, loss: 3.0094, grad_norm: 3.8603 2020-09-11 09:39:10,226 - mmaction - INFO - Epoch [3][500/627] lr: 2.110e-02, eta: 1 day, 5:15:20, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.3406, top5_acc: 0.5897, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.8287 2020-09-11 09:39:32,780 - mmaction - INFO - Epoch [3][520/627] lr: 2.127e-02, eta: 1 day, 5:14:49, time: 1.133, data_time: 0.012, memory: 8471, top1_acc: 0.3529, top5_acc: 0.6033, loss_cls: 2.9583, loss: 2.9583, grad_norm: 3.7788 2020-09-11 09:39:55,330 - mmaction - INFO - Epoch [3][540/627] lr: 2.144e-02, eta: 1 day, 5:14:15, time: 1.130, data_time: 0.008, memory: 8471, top1_acc: 0.3375, top5_acc: 0.5949, loss_cls: 3.0079, loss: 3.0079, grad_norm: 3.7729 2020-09-11 09:40:17,865 - mmaction - INFO - Epoch [3][560/627] lr: 2.161e-02, eta: 1 day, 5:13:37, time: 1.126, data_time: 0.005, memory: 8471, top1_acc: 0.3339, top5_acc: 0.5995, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.7747 2020-09-11 09:40:40,385 - mmaction - INFO - Epoch [3][580/627] lr: 2.179e-02, eta: 1 day, 5:12:54, time: 1.121, data_time: 0.005, memory: 8471, top1_acc: 0.3479, top5_acc: 0.6005, loss_cls: 2.9709, loss: 2.9709, grad_norm: 3.8360 2020-09-11 09:41:02,987 - mmaction - INFO - Epoch [3][600/627] lr: 2.196e-02, eta: 1 day, 5:12:24, time: 1.133, data_time: 0.010, memory: 8471, top1_acc: 0.3440, top5_acc: 0.5930, loss_cls: 3.0111, loss: 3.0111, grad_norm: 3.7995 2020-09-11 09:41:25,495 - mmaction - INFO - Epoch [3][620/627] lr: 2.213e-02, eta: 1 day, 5:11:47, time: 1.126, data_time: 0.011, memory: 8471, top1_acc: 0.3590, top5_acc: 0.6094, loss_cls: 2.9197, loss: 2.9197, grad_norm: 3.7346 2020-09-11 09:42:15,957 - mmaction - INFO - Epoch [4][20/627] lr: 2.236e-02, eta: 1 day, 5:21:58, time: 2.201, data_time: 0.545, memory: 8471, top1_acc: 0.3401, top5_acc: 0.5957, loss_cls: 2.9958, loss: 2.9958, grad_norm: 3.8022 2020-09-11 09:42:38,466 - mmaction - INFO - Epoch [4][40/627] lr: 2.254e-02, eta: 1 day, 5:21:12, time: 1.123, data_time: 0.009, memory: 8471, top1_acc: 0.3514, top5_acc: 0.6083, loss_cls: 2.9400, loss: 2.9400, grad_norm: 3.7650 2020-09-11 09:43:00,978 - mmaction - INFO - Epoch [4][60/627] lr: 2.271e-02, eta: 1 day, 5:20:25, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.3573, top5_acc: 0.6091, loss_cls: 2.9284, loss: 2.9284, grad_norm: 3.7980 2020-09-11 09:43:23,416 - mmaction - INFO - Epoch [4][80/627] lr: 2.288e-02, eta: 1 day, 5:19:44, time: 1.128, data_time: 0.014, memory: 8471, top1_acc: 0.3574, top5_acc: 0.6121, loss_cls: 2.9104, loss: 2.9104, grad_norm: 3.7665 2020-09-11 09:43:45,843 - mmaction - INFO - Epoch [4][100/627] lr: 2.305e-02, eta: 1 day, 5:19:00, time: 1.124, data_time: 0.009, memory: 8471, top1_acc: 0.3479, top5_acc: 0.6009, loss_cls: 2.9553, loss: 2.9553, grad_norm: 3.8186 2020-09-11 09:44:08,268 - mmaction - INFO - Epoch [4][120/627] lr: 2.322e-02, eta: 1 day, 5:18:09, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.3581, top5_acc: 0.6189, loss_cls: 2.9091, loss: 2.9091, grad_norm: 3.7257 2020-09-11 09:44:30,734 - mmaction - INFO - Epoch [4][140/627] lr: 2.340e-02, eta: 1 day, 5:17:25, time: 1.123, data_time: 0.014, memory: 8471, top1_acc: 0.3577, top5_acc: 0.6081, loss_cls: 2.9273, loss: 2.9273, grad_norm: 3.6855 2020-09-11 09:44:53,238 - mmaction - INFO - Epoch [4][160/627] lr: 2.357e-02, eta: 1 day, 5:16:51, time: 1.133, data_time: 0.011, memory: 8471, top1_acc: 0.3590, top5_acc: 0.6178, loss_cls: 2.8875, loss: 2.8875, grad_norm: 3.7542 2020-09-11 09:45:15,664 - mmaction - INFO - Epoch [4][180/627] lr: 2.374e-02, eta: 1 day, 5:16:05, time: 1.120, data_time: 0.006, memory: 8471, top1_acc: 0.3574, top5_acc: 0.6129, loss_cls: 2.9122, loss: 2.9122, grad_norm: 3.7129 2020-09-11 09:45:38,146 - mmaction - INFO - Epoch [4][200/627] lr: 2.391e-02, eta: 1 day, 5:15:22, time: 1.122, data_time: 0.008, memory: 8471, top1_acc: 0.3579, top5_acc: 0.6076, loss_cls: 2.9221, loss: 2.9221, grad_norm: 3.7828 2020-09-11 09:46:00,751 - mmaction - INFO - Epoch [4][220/627] lr: 2.409e-02, eta: 1 day, 5:14:46, time: 1.131, data_time: 0.010, memory: 8471, top1_acc: 0.3503, top5_acc: 0.6103, loss_cls: 2.9051, loss: 2.9051, grad_norm: 3.7153 2020-09-11 09:46:23,322 - mmaction - INFO - Epoch [4][240/627] lr: 2.426e-02, eta: 1 day, 5:14:08, time: 1.128, data_time: 0.005, memory: 8471, top1_acc: 0.3648, top5_acc: 0.6210, loss_cls: 2.8660, loss: 2.8660, grad_norm: 3.7116 2020-09-11 09:46:45,949 - mmaction - INFO - Epoch [4][260/627] lr: 2.443e-02, eta: 1 day, 5:13:35, time: 1.133, data_time: 0.014, memory: 8471, top1_acc: 0.3522, top5_acc: 0.6060, loss_cls: 2.9423, loss: 2.9423, grad_norm: 3.7418 2020-09-11 09:47:08,555 - mmaction - INFO - Epoch [4][280/627] lr: 2.460e-02, eta: 1 day, 5:12:59, time: 1.129, data_time: 0.006, memory: 8471, top1_acc: 0.3520, top5_acc: 0.6014, loss_cls: 2.9465, loss: 2.9465, grad_norm: 3.7133 2020-09-11 09:47:31,134 - mmaction - INFO - Epoch [4][300/627] lr: 2.478e-02, eta: 1 day, 5:12:21, time: 1.127, data_time: 0.007, memory: 8471, top1_acc: 0.3598, top5_acc: 0.6107, loss_cls: 2.8926, loss: 2.8926, grad_norm: 3.7021 2020-09-11 09:47:53,539 - mmaction - INFO - Epoch [4][320/627] lr: 2.495e-02, eta: 1 day, 5:11:41, time: 1.124, data_time: 0.007, memory: 8471, top1_acc: 0.3546, top5_acc: 0.6055, loss_cls: 2.9272, loss: 2.9272, grad_norm: 3.7612 2020-09-11 09:48:16,050 - mmaction - INFO - Epoch [4][340/627] lr: 2.512e-02, eta: 1 day, 5:10:56, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.3475, top5_acc: 0.5984, loss_cls: 2.9699, loss: 2.9699, grad_norm: 3.7633 2020-09-11 09:48:38,613 - mmaction - INFO - Epoch [4][360/627] lr: 2.529e-02, eta: 1 day, 5:10:23, time: 1.131, data_time: 0.018, memory: 8471, top1_acc: 0.3629, top5_acc: 0.6117, loss_cls: 2.9149, loss: 2.9149, grad_norm: 3.6341 2020-09-11 09:49:01,163 - mmaction - INFO - Epoch [4][380/627] lr: 2.546e-02, eta: 1 day, 5:09:49, time: 1.130, data_time: 0.014, memory: 8471, top1_acc: 0.3522, top5_acc: 0.6100, loss_cls: 2.9481, loss: 2.9481, grad_norm: 3.7017 2020-09-11 09:49:23,787 - mmaction - INFO - Epoch [4][400/627] lr: 2.564e-02, eta: 1 day, 5:09:14, time: 1.129, data_time: 0.008, memory: 8471, top1_acc: 0.3437, top5_acc: 0.5956, loss_cls: 2.9736, loss: 2.9736, grad_norm: 3.6629 2020-09-11 09:49:46,226 - mmaction - INFO - Epoch [4][420/627] lr: 2.581e-02, eta: 1 day, 5:08:29, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.3492, top5_acc: 0.6100, loss_cls: 2.9239, loss: 2.9239, grad_norm: 3.6409 2020-09-11 09:50:08,732 - mmaction - INFO - Epoch [4][440/627] lr: 2.598e-02, eta: 1 day, 5:08:01, time: 1.136, data_time: 0.017, memory: 8471, top1_acc: 0.3454, top5_acc: 0.6068, loss_cls: 2.9695, loss: 2.9695, grad_norm: 3.6660 2020-09-11 09:50:31,427 - mmaction - INFO - Epoch [4][460/627] lr: 2.615e-02, eta: 1 day, 5:07:31, time: 1.135, data_time: 0.005, memory: 8471, top1_acc: 0.3660, top5_acc: 0.6156, loss_cls: 2.8828, loss: 2.8828, grad_norm: 3.6172 2020-09-11 09:50:53,868 - mmaction - INFO - Epoch [4][480/627] lr: 2.633e-02, eta: 1 day, 5:06:51, time: 1.121, data_time: 0.003, memory: 8471, top1_acc: 0.3466, top5_acc: 0.6130, loss_cls: 2.9090, loss: 2.9090, grad_norm: 3.6706 2020-09-11 09:51:16,389 - mmaction - INFO - Epoch [4][500/627] lr: 2.650e-02, eta: 1 day, 5:06:13, time: 1.123, data_time: 0.007, memory: 8471, top1_acc: 0.3608, top5_acc: 0.6102, loss_cls: 2.9267, loss: 2.9267, grad_norm: 3.6594 2020-09-11 09:51:38,932 - mmaction - INFO - Epoch [4][520/627] lr: 2.667e-02, eta: 1 day, 5:05:39, time: 1.129, data_time: 0.006, memory: 8471, top1_acc: 0.3548, top5_acc: 0.6126, loss_cls: 2.9290, loss: 2.9290, grad_norm: 3.6474 2020-09-11 09:52:01,346 - mmaction - INFO - Epoch [4][540/627] lr: 2.684e-02, eta: 1 day, 5:04:54, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.3477, top5_acc: 0.6116, loss_cls: 2.9414, loss: 2.9414, grad_norm: 3.6513 2020-09-11 09:52:24,012 - mmaction - INFO - Epoch [4][560/627] lr: 2.701e-02, eta: 1 day, 5:04:31, time: 1.141, data_time: 0.011, memory: 8471, top1_acc: 0.3622, top5_acc: 0.6051, loss_cls: 2.9117, loss: 2.9117, grad_norm: 3.6004 2020-09-11 09:52:46,545 - mmaction - INFO - Epoch [4][580/627] lr: 2.719e-02, eta: 1 day, 5:03:48, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.3576, top5_acc: 0.6091, loss_cls: 2.9207, loss: 2.9207, grad_norm: 3.5678 2020-09-11 09:53:09,075 - mmaction - INFO - Epoch [4][600/627] lr: 2.736e-02, eta: 1 day, 5:03:15, time: 1.128, data_time: 0.014, memory: 8471, top1_acc: 0.3574, top5_acc: 0.6079, loss_cls: 2.9356, loss: 2.9356, grad_norm: 3.6114 2020-09-11 09:53:31,737 - mmaction - INFO - Epoch [4][620/627] lr: 2.753e-02, eta: 1 day, 5:02:50, time: 1.139, data_time: 0.014, memory: 8471, top1_acc: 0.3509, top5_acc: 0.6018, loss_cls: 2.9556, loss: 2.9556, grad_norm: 3.6398 2020-09-11 09:54:15,884 - mmaction - INFO - Epoch [5][20/627] lr: 2.776e-02, eta: 1 day, 5:06:31, time: 1.891, data_time: 0.533, memory: 8471, top1_acc: 0.3607, top5_acc: 0.6219, loss_cls: 2.8901, loss: 2.8901, grad_norm: 3.6386 2020-09-11 09:54:38,375 - mmaction - INFO - Epoch [5][40/627] lr: 2.794e-02, eta: 1 day, 5:05:51, time: 1.121, data_time: 0.011, memory: 8471, top1_acc: 0.3672, top5_acc: 0.6160, loss_cls: 2.9078, loss: 2.9078, grad_norm: 3.5982 2020-09-11 09:55:00,890 - mmaction - INFO - Epoch [5][60/627] lr: 2.811e-02, eta: 1 day, 5:05:17, time: 1.129, data_time: 0.009, memory: 8471, top1_acc: 0.3563, top5_acc: 0.6079, loss_cls: 2.9091, loss: 2.9091, grad_norm: 3.5931 2020-09-11 09:55:23,283 - mmaction - INFO - Epoch [5][80/627] lr: 2.828e-02, eta: 1 day, 5:04:36, time: 1.119, data_time: 0.003, memory: 8471, top1_acc: 0.3682, top5_acc: 0.6223, loss_cls: 2.8625, loss: 2.8625, grad_norm: 3.5492 2020-09-11 09:55:45,752 - mmaction - INFO - Epoch [5][100/627] lr: 2.845e-02, eta: 1 day, 5:03:55, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.3608, top5_acc: 0.6112, loss_cls: 2.9137, loss: 2.9137, grad_norm: 3.5395 2020-09-11 09:56:08,273 - mmaction - INFO - Epoch [5][120/627] lr: 2.862e-02, eta: 1 day, 5:03:23, time: 1.131, data_time: 0.013, memory: 8471, top1_acc: 0.3712, top5_acc: 0.6202, loss_cls: 2.8545, loss: 2.8545, grad_norm: 3.5397 2020-09-11 09:56:30,682 - mmaction - INFO - Epoch [5][140/627] lr: 2.880e-02, eta: 1 day, 5:02:38, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.3611, top5_acc: 0.6169, loss_cls: 2.8630, loss: 2.8630, grad_norm: 3.5517 2020-09-11 09:56:53,196 - mmaction - INFO - Epoch [5][160/627] lr: 2.897e-02, eta: 1 day, 5:02:07, time: 1.133, data_time: 0.014, memory: 8471, top1_acc: 0.3632, top5_acc: 0.6238, loss_cls: 2.8609, loss: 2.8609, grad_norm: 3.5372 2020-09-11 09:57:15,739 - mmaction - INFO - Epoch [5][180/627] lr: 2.914e-02, eta: 1 day, 5:01:33, time: 1.127, data_time: 0.007, memory: 8471, top1_acc: 0.3618, top5_acc: 0.6206, loss_cls: 2.8923, loss: 2.8923, grad_norm: 3.6206 2020-09-11 09:57:38,256 - mmaction - INFO - Epoch [5][200/627] lr: 2.931e-02, eta: 1 day, 5:00:58, time: 1.126, data_time: 0.007, memory: 8471, top1_acc: 0.3595, top5_acc: 0.6102, loss_cls: 2.8990, loss: 2.8990, grad_norm: 3.5155 2020-09-11 09:58:00,718 - mmaction - INFO - Epoch [5][220/627] lr: 2.949e-02, eta: 1 day, 5:00:22, time: 1.124, data_time: 0.010, memory: 8471, top1_acc: 0.3712, top5_acc: 0.6142, loss_cls: 2.8715, loss: 2.8715, grad_norm: 3.5300 2020-09-11 09:58:23,237 - mmaction - INFO - Epoch [5][240/627] lr: 2.966e-02, eta: 1 day, 4:59:41, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.3673, top5_acc: 0.6199, loss_cls: 2.8547, loss: 2.8547, grad_norm: 3.5088 2020-09-11 09:58:45,713 - mmaction - INFO - Epoch [5][260/627] lr: 2.983e-02, eta: 1 day, 4:59:13, time: 1.134, data_time: 0.019, memory: 8471, top1_acc: 0.3667, top5_acc: 0.6238, loss_cls: 2.8608, loss: 2.8608, grad_norm: 3.5119 2020-09-11 09:59:08,289 - mmaction - INFO - Epoch [5][280/627] lr: 3.000e-02, eta: 1 day, 4:58:36, time: 1.122, data_time: 0.005, memory: 8471, top1_acc: 0.3668, top5_acc: 0.6220, loss_cls: 2.8488, loss: 2.8488, grad_norm: 3.5021 2020-09-11 09:59:30,786 - mmaction - INFO - Epoch [5][300/627] lr: 3.018e-02, eta: 1 day, 4:58:04, time: 1.129, data_time: 0.012, memory: 8471, top1_acc: 0.3475, top5_acc: 0.6089, loss_cls: 2.9408, loss: 2.9408, grad_norm: 3.5845 2020-09-11 09:59:53,252 - mmaction - INFO - Epoch [5][320/627] lr: 3.035e-02, eta: 1 day, 4:57:24, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.3651, top5_acc: 0.6198, loss_cls: 2.8736, loss: 2.8736, grad_norm: 3.4995 2020-09-11 10:00:15,645 - mmaction - INFO - Epoch [5][340/627] lr: 3.052e-02, eta: 1 day, 4:56:52, time: 1.128, data_time: 0.014, memory: 8471, top1_acc: 0.3664, top5_acc: 0.6199, loss_cls: 2.8619, loss: 2.8619, grad_norm: 3.5444 2020-09-11 10:00:38,134 - mmaction - INFO - Epoch [5][360/627] lr: 3.069e-02, eta: 1 day, 4:56:13, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.3641, top5_acc: 0.6161, loss_cls: 2.8776, loss: 2.8776, grad_norm: 3.4956 2020-09-11 10:01:00,667 - mmaction - INFO - Epoch [5][380/627] lr: 3.086e-02, eta: 1 day, 4:55:38, time: 1.124, data_time: 0.012, memory: 8471, top1_acc: 0.3622, top5_acc: 0.6232, loss_cls: 2.8777, loss: 2.8777, grad_norm: 3.4932 2020-09-11 10:01:23,158 - mmaction - INFO - Epoch [5][400/627] lr: 3.104e-02, eta: 1 day, 4:55:10, time: 1.135, data_time: 0.015, memory: 8471, top1_acc: 0.3635, top5_acc: 0.6198, loss_cls: 2.8821, loss: 2.8821, grad_norm: 3.4679 2020-09-11 10:01:45,647 - mmaction - INFO - Epoch [5][420/627] lr: 3.121e-02, eta: 1 day, 4:54:33, time: 1.118, data_time: 0.005, memory: 8471, top1_acc: 0.3668, top5_acc: 0.6243, loss_cls: 2.8627, loss: 2.8627, grad_norm: 3.4830 2020-09-11 10:02:08,139 - mmaction - INFO - Epoch [5][440/627] lr: 3.138e-02, eta: 1 day, 4:54:03, time: 1.131, data_time: 0.010, memory: 8471, top1_acc: 0.3689, top5_acc: 0.6245, loss_cls: 2.8519, loss: 2.8519, grad_norm: 3.3686 2020-09-11 10:02:30,602 - mmaction - INFO - Epoch [5][460/627] lr: 3.155e-02, eta: 1 day, 4:53:24, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.3651, top5_acc: 0.6118, loss_cls: 2.8996, loss: 2.8996, grad_norm: 3.4702 2020-09-11 10:02:52,998 - mmaction - INFO - Epoch [5][480/627] lr: 3.173e-02, eta: 1 day, 4:52:52, time: 1.127, data_time: 0.015, memory: 8471, top1_acc: 0.3689, top5_acc: 0.6135, loss_cls: 2.8928, loss: 2.8928, grad_norm: 3.4414 2020-09-11 10:03:15,489 - mmaction - INFO - Epoch [5][500/627] lr: 3.190e-02, eta: 1 day, 4:52:18, time: 1.124, data_time: 0.007, memory: 8471, top1_acc: 0.3702, top5_acc: 0.6199, loss_cls: 2.8731, loss: 2.8731, grad_norm: 3.3893 2020-09-11 10:03:37,889 - mmaction - INFO - Epoch [5][520/627] lr: 3.207e-02, eta: 1 day, 4:51:43, time: 1.121, data_time: 0.003, memory: 8471, top1_acc: 0.3728, top5_acc: 0.6225, loss_cls: 2.8392, loss: 2.8392, grad_norm: 3.4115 2020-09-11 10:04:00,306 - mmaction - INFO - Epoch [5][540/627] lr: 3.224e-02, eta: 1 day, 4:51:07, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.3586, top5_acc: 0.6107, loss_cls: 2.9149, loss: 2.9149, grad_norm: 3.4830 2020-09-11 10:04:22,807 - mmaction - INFO - Epoch [5][560/627] lr: 3.241e-02, eta: 1 day, 4:50:36, time: 1.127, data_time: 0.008, memory: 8471, top1_acc: 0.3751, top5_acc: 0.6177, loss_cls: 2.8542, loss: 2.8542, grad_norm: 3.4040 2020-09-11 10:04:45,344 - mmaction - INFO - Epoch [5][580/627] lr: 3.259e-02, eta: 1 day, 4:50:03, time: 1.125, data_time: 0.002, memory: 8471, top1_acc: 0.3688, top5_acc: 0.6176, loss_cls: 2.8998, loss: 2.8998, grad_norm: 3.4177 2020-09-11 10:05:07,734 - mmaction - INFO - Epoch [5][600/627] lr: 3.276e-02, eta: 1 day, 4:49:28, time: 1.120, data_time: 0.007, memory: 8471, top1_acc: 0.3590, top5_acc: 0.6168, loss_cls: 2.8884, loss: 2.8884, grad_norm: 3.3714 2020-09-11 10:05:30,372 - mmaction - INFO - Epoch [5][620/627] lr: 3.293e-02, eta: 1 day, 4:48:57, time: 1.127, data_time: 0.004, memory: 8471, top1_acc: 0.3609, top5_acc: 0.6190, loss_cls: 2.8770, loss: 2.8770, grad_norm: 3.3518 2020-09-11 10:05:45,086 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-09-11 10:06:32,534 - mmaction - INFO - Epoch [6][20/627] lr: 3.316e-02, eta: 1 day, 4:55:15, time: 2.250, data_time: 1.054, memory: 8471, top1_acc: 0.3632, top5_acc: 0.6138, loss_cls: 2.8871, loss: 2.8871, grad_norm: 3.4190 2020-09-11 10:06:54,698 - mmaction - INFO - Epoch [6][40/627] lr: 3.334e-02, eta: 1 day, 4:54:28, time: 1.104, data_time: 0.008, memory: 8471, top1_acc: 0.3746, top5_acc: 0.6263, loss_cls: 2.8237, loss: 2.8237, grad_norm: 3.3426 2020-09-11 10:07:16,973 - mmaction - INFO - Epoch [6][60/627] lr: 3.351e-02, eta: 1 day, 4:53:46, time: 1.112, data_time: 0.024, memory: 8471, top1_acc: 0.3805, top5_acc: 0.6345, loss_cls: 2.7905, loss: 2.7905, grad_norm: 3.3601 2020-09-11 10:07:39,118 - mmaction - INFO - Epoch [6][80/627] lr: 3.368e-02, eta: 1 day, 4:53:02, time: 1.106, data_time: 0.012, memory: 8471, top1_acc: 0.3820, top5_acc: 0.6271, loss_cls: 2.8121, loss: 2.8121, grad_norm: 3.3081 2020-09-11 10:08:01,358 - mmaction - INFO - Epoch [6][100/627] lr: 3.385e-02, eta: 1 day, 4:52:25, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.3712, top5_acc: 0.6257, loss_cls: 2.8310, loss: 2.8310, grad_norm: 3.3511 2020-09-11 10:08:23,579 - mmaction - INFO - Epoch [6][120/627] lr: 3.402e-02, eta: 1 day, 4:51:43, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.3775, top5_acc: 0.6319, loss_cls: 2.8101, loss: 2.8101, grad_norm: 3.3733 2020-09-11 10:08:45,860 - mmaction - INFO - Epoch [6][140/627] lr: 3.420e-02, eta: 1 day, 4:51:04, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.3754, top5_acc: 0.6277, loss_cls: 2.8110, loss: 2.8110, grad_norm: 3.3576 2020-09-11 10:09:08,121 - mmaction - INFO - Epoch [6][160/627] lr: 3.437e-02, eta: 1 day, 4:50:24, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.3792, top5_acc: 0.6280, loss_cls: 2.8188, loss: 2.8188, grad_norm: 3.3790 2020-09-11 10:09:30,466 - mmaction - INFO - Epoch [6][180/627] lr: 3.454e-02, eta: 1 day, 4:49:41, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.3770, top5_acc: 0.6307, loss_cls: 2.8257, loss: 2.8257, grad_norm: 3.3536 2020-09-11 10:09:52,774 - mmaction - INFO - Epoch [6][200/627] lr: 3.471e-02, eta: 1 day, 4:49:07, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.3743, top5_acc: 0.6271, loss_cls: 2.8259, loss: 2.8259, grad_norm: 3.3361 2020-09-11 10:10:14,920 - mmaction - INFO - Epoch [6][220/627] lr: 3.489e-02, eta: 1 day, 4:48:22, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.3784, top5_acc: 0.6298, loss_cls: 2.8150, loss: 2.8150, grad_norm: 3.3158 2020-09-11 10:10:37,239 - mmaction - INFO - Epoch [6][240/627] lr: 3.506e-02, eta: 1 day, 4:47:47, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.3701, top5_acc: 0.6221, loss_cls: 2.8414, loss: 2.8414, grad_norm: 3.3370 2020-09-11 10:10:59,440 - mmaction - INFO - Epoch [6][260/627] lr: 3.523e-02, eta: 1 day, 4:47:07, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.8646, loss: 2.8646, grad_norm: 3.3170 2020-09-11 10:11:21,638 - mmaction - INFO - Epoch [6][280/627] lr: 3.540e-02, eta: 1 day, 4:46:27, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.3779, top5_acc: 0.6349, loss_cls: 2.8112, loss: 2.8112, grad_norm: 3.2636 2020-09-11 10:11:43,974 - mmaction - INFO - Epoch [6][300/627] lr: 3.558e-02, eta: 1 day, 4:45:48, time: 1.114, data_time: 0.003, memory: 8471, top1_acc: 0.3799, top5_acc: 0.6230, loss_cls: 2.8292, loss: 2.8292, grad_norm: 3.2904 2020-09-11 10:12:06,173 - mmaction - INFO - Epoch [6][320/627] lr: 3.575e-02, eta: 1 day, 4:45:05, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.3727, top5_acc: 0.6247, loss_cls: 2.8441, loss: 2.8441, grad_norm: 3.2717 2020-09-11 10:12:28,392 - mmaction - INFO - Epoch [6][340/627] lr: 3.592e-02, eta: 1 day, 4:44:28, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.3822, top5_acc: 0.6313, loss_cls: 2.7807, loss: 2.7807, grad_norm: 3.2975 2020-09-11 10:12:50,640 - mmaction - INFO - Epoch [6][360/627] lr: 3.609e-02, eta: 1 day, 4:43:52, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.3788, top5_acc: 0.6305, loss_cls: 2.8198, loss: 2.8198, grad_norm: 3.2827 2020-09-11 10:13:12,923 - mmaction - INFO - Epoch [6][380/627] lr: 3.626e-02, eta: 1 day, 4:43:13, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.3701, top5_acc: 0.6236, loss_cls: 2.8566, loss: 2.8566, grad_norm: 3.3083 2020-09-11 10:13:35,158 - mmaction - INFO - Epoch [6][400/627] lr: 3.644e-02, eta: 1 day, 4:42:33, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.3698, top5_acc: 0.6177, loss_cls: 2.8685, loss: 2.8685, grad_norm: 3.2651 2020-09-11 10:13:57,442 - mmaction - INFO - Epoch [6][420/627] lr: 3.661e-02, eta: 1 day, 4:41:59, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.3678, top5_acc: 0.6241, loss_cls: 2.8681, loss: 2.8681, grad_norm: 3.2141 2020-09-11 10:14:19,814 - mmaction - INFO - Epoch [6][440/627] lr: 3.678e-02, eta: 1 day, 4:41:24, time: 1.118, data_time: 0.005, memory: 8471, top1_acc: 0.3695, top5_acc: 0.6249, loss_cls: 2.8369, loss: 2.8369, grad_norm: 3.2353 2020-09-11 10:14:42,184 - mmaction - INFO - Epoch [6][460/627] lr: 3.695e-02, eta: 1 day, 4:40:49, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.3784, top5_acc: 0.6214, loss_cls: 2.8303, loss: 2.8303, grad_norm: 3.2496 2020-09-11 10:15:04,421 - mmaction - INFO - Epoch [6][480/627] lr: 3.713e-02, eta: 1 day, 4:40:08, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.3758, top5_acc: 0.6268, loss_cls: 2.8162, loss: 2.8162, grad_norm: 3.1878 2020-09-11 10:15:26,687 - mmaction - INFO - Epoch [6][500/627] lr: 3.730e-02, eta: 1 day, 4:39:34, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.3737, top5_acc: 0.6228, loss_cls: 2.8496, loss: 2.8496, grad_norm: 3.2489 2020-09-11 10:15:48,952 - mmaction - INFO - Epoch [6][520/627] lr: 3.747e-02, eta: 1 day, 4:38:58, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.3648, top5_acc: 0.6195, loss_cls: 2.8570, loss: 2.8570, grad_norm: 3.2329 2020-09-11 10:16:11,268 - mmaction - INFO - Epoch [6][540/627] lr: 3.764e-02, eta: 1 day, 4:38:23, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.3682, top5_acc: 0.6208, loss_cls: 2.8801, loss: 2.8801, grad_norm: 3.2267 2020-09-11 10:16:33,541 - mmaction - INFO - Epoch [6][560/627] lr: 3.781e-02, eta: 1 day, 4:37:44, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.3639, top5_acc: 0.6221, loss_cls: 2.8515, loss: 2.8515, grad_norm: 3.2125 2020-09-11 10:16:55,842 - mmaction - INFO - Epoch [6][580/627] lr: 3.799e-02, eta: 1 day, 4:37:10, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.3812, top5_acc: 0.6332, loss_cls: 2.8127, loss: 2.8127, grad_norm: 3.1632 2020-09-11 10:17:18,216 - mmaction - INFO - Epoch [6][600/627] lr: 3.816e-02, eta: 1 day, 4:36:39, time: 1.123, data_time: 0.009, memory: 8471, top1_acc: 0.3755, top5_acc: 0.6240, loss_cls: 2.8407, loss: 2.8407, grad_norm: 3.2032 2020-09-11 10:17:40,458 - mmaction - INFO - Epoch [6][620/627] lr: 3.833e-02, eta: 1 day, 4:36:02, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.3740, top5_acc: 0.6130, loss_cls: 2.8827, loss: 2.8827, grad_norm: 3.1531 2020-09-11 10:18:28,628 - mmaction - INFO - Epoch [7][20/627] lr: 3.856e-02, eta: 1 day, 4:39:57, time: 2.095, data_time: 0.526, memory: 8471, top1_acc: 0.3797, top5_acc: 0.6318, loss_cls: 2.7955, loss: 2.7955, grad_norm: 3.1100 2020-09-11 10:18:50,833 - mmaction - INFO - Epoch [7][40/627] lr: 3.874e-02, eta: 1 day, 4:39:15, time: 1.103, data_time: 0.003, memory: 8471, top1_acc: 0.3764, top5_acc: 0.6336, loss_cls: 2.8085, loss: 2.8085, grad_norm: 3.1636 2020-09-11 10:19:13,052 - mmaction - INFO - Epoch [7][60/627] lr: 3.891e-02, eta: 1 day, 4:38:39, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.3831, top5_acc: 0.6365, loss_cls: 2.8055, loss: 2.8055, grad_norm: 3.1717 2020-09-11 10:19:35,321 - mmaction - INFO - Epoch [7][80/627] lr: 3.908e-02, eta: 1 day, 4:38:02, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.3768, top5_acc: 0.6267, loss_cls: 2.7991, loss: 2.7991, grad_norm: 3.1109 2020-09-11 10:19:57,551 - mmaction - INFO - Epoch [7][100/627] lr: 3.925e-02, eta: 1 day, 4:37:21, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.3862, top5_acc: 0.6307, loss_cls: 2.7903, loss: 2.7903, grad_norm: 3.0726 2020-09-11 10:20:19,867 - mmaction - INFO - Epoch [7][120/627] lr: 3.942e-02, eta: 1 day, 4:36:50, time: 1.124, data_time: 0.012, memory: 8471, top1_acc: 0.3823, top5_acc: 0.6319, loss_cls: 2.7944, loss: 2.7944, grad_norm: 3.1295 2020-09-11 10:20:42,101 - mmaction - INFO - Epoch [7][140/627] lr: 3.960e-02, eta: 1 day, 4:36:13, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.3802, top5_acc: 0.6349, loss_cls: 2.7672, loss: 2.7672, grad_norm: 3.1015 2020-09-11 10:21:04,301 - mmaction - INFO - Epoch [7][160/627] lr: 3.977e-02, eta: 1 day, 4:35:34, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.3837, top5_acc: 0.6368, loss_cls: 2.7866, loss: 2.7866, grad_norm: 3.0935 2020-09-11 10:21:26,531 - mmaction - INFO - Epoch [7][180/627] lr: 3.994e-02, eta: 1 day, 4:34:54, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.3846, top5_acc: 0.6326, loss_cls: 2.7860, loss: 2.7860, grad_norm: 3.1328 2020-09-11 10:21:48,682 - mmaction - INFO - Epoch [7][200/627] lr: 4.011e-02, eta: 1 day, 4:34:19, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.3879, top5_acc: 0.6389, loss_cls: 2.7515, loss: 2.7515, grad_norm: 3.0591 2020-09-11 10:22:10,890 - mmaction - INFO - Epoch [7][220/627] lr: 4.029e-02, eta: 1 day, 4:33:42, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.3837, top5_acc: 0.6307, loss_cls: 2.7726, loss: 2.7726, grad_norm: 3.1160 2020-09-11 10:22:33,171 - mmaction - INFO - Epoch [7][240/627] lr: 4.046e-02, eta: 1 day, 4:33:07, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.3803, top5_acc: 0.6302, loss_cls: 2.8093, loss: 2.8093, grad_norm: 3.1202 2020-09-11 10:22:55,484 - mmaction - INFO - Epoch [7][260/627] lr: 4.063e-02, eta: 1 day, 4:32:32, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.3840, top5_acc: 0.6348, loss_cls: 2.8006, loss: 2.8006, grad_norm: 3.1190 2020-09-11 10:23:17,717 - mmaction - INFO - Epoch [7][280/627] lr: 4.080e-02, eta: 1 day, 4:31:53, time: 1.104, data_time: 0.011, memory: 8471, top1_acc: 0.3865, top5_acc: 0.6335, loss_cls: 2.7731, loss: 2.7731, grad_norm: 3.1406 2020-09-11 10:23:39,946 - mmaction - INFO - Epoch [7][300/627] lr: 4.098e-02, eta: 1 day, 4:31:17, time: 1.111, data_time: 0.014, memory: 8471, top1_acc: 0.3797, top5_acc: 0.6284, loss_cls: 2.8372, loss: 2.8372, grad_norm: 3.0925 2020-09-11 10:24:02,266 - mmaction - INFO - Epoch [7][320/627] lr: 4.115e-02, eta: 1 day, 4:30:47, time: 1.125, data_time: 0.015, memory: 8471, top1_acc: 0.3746, top5_acc: 0.6303, loss_cls: 2.8269, loss: 2.8269, grad_norm: 3.0626 2020-09-11 10:24:24,576 - mmaction - INFO - Epoch [7][340/627] lr: 4.132e-02, eta: 1 day, 4:30:13, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.3733, top5_acc: 0.6316, loss_cls: 2.7947, loss: 2.7947, grad_norm: 3.0983 2020-09-11 10:24:46,754 - mmaction - INFO - Epoch [7][360/627] lr: 4.149e-02, eta: 1 day, 4:29:37, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.3750, top5_acc: 0.6260, loss_cls: 2.8311, loss: 2.8311, grad_norm: 3.1523 2020-09-11 10:25:09,028 - mmaction - INFO - Epoch [7][380/627] lr: 4.166e-02, eta: 1 day, 4:29:00, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.3840, top5_acc: 0.6355, loss_cls: 2.7896, loss: 2.7896, grad_norm: 3.0488 2020-09-11 10:25:31,687 - mmaction - INFO - Epoch [7][400/627] lr: 4.184e-02, eta: 1 day, 4:28:35, time: 1.137, data_time: 0.008, memory: 8471, top1_acc: 0.3865, top5_acc: 0.6477, loss_cls: 2.7591, loss: 2.7591, grad_norm: 3.0558 2020-09-11 10:25:53,955 - mmaction - INFO - Epoch [7][420/627] lr: 4.201e-02, eta: 1 day, 4:28:00, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.3854, top5_acc: 0.6397, loss_cls: 2.7694, loss: 2.7694, grad_norm: 3.0188 2020-09-11 10:26:16,260 - mmaction - INFO - Epoch [7][440/627] lr: 4.218e-02, eta: 1 day, 4:27:28, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.3829, top5_acc: 0.6326, loss_cls: 2.7889, loss: 2.7889, grad_norm: 3.0569 2020-09-11 10:26:38,545 - mmaction - INFO - Epoch [7][460/627] lr: 4.235e-02, eta: 1 day, 4:26:52, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.3902, top5_acc: 0.6409, loss_cls: 2.7718, loss: 2.7718, grad_norm: 3.0323 2020-09-11 10:27:00,845 - mmaction - INFO - Epoch [7][480/627] lr: 4.253e-02, eta: 1 day, 4:26:20, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.3917, top5_acc: 0.6320, loss_cls: 2.7695, loss: 2.7695, grad_norm: 3.0006 2020-09-11 10:27:23,163 - mmaction - INFO - Epoch [7][500/627] lr: 4.270e-02, eta: 1 day, 4:25:47, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.3831, top5_acc: 0.6344, loss_cls: 2.7898, loss: 2.7898, grad_norm: 2.9917 2020-09-11 10:27:45,372 - mmaction - INFO - Epoch [7][520/627] lr: 4.287e-02, eta: 1 day, 4:25:12, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.3892, top5_acc: 0.6439, loss_cls: 2.7562, loss: 2.7562, grad_norm: 3.0219 2020-09-11 10:28:07,543 - mmaction - INFO - Epoch [7][540/627] lr: 4.304e-02, eta: 1 day, 4:24:35, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.3901, top5_acc: 0.6380, loss_cls: 2.7641, loss: 2.7641, grad_norm: 3.0082 2020-09-11 10:28:29,766 - mmaction - INFO - Epoch [7][560/627] lr: 4.321e-02, eta: 1 day, 4:24:02, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.3966, top5_acc: 0.6404, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.9796 2020-09-11 10:28:52,002 - mmaction - INFO - Epoch [7][580/627] lr: 4.339e-02, eta: 1 day, 4:23:24, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.3921, top5_acc: 0.6443, loss_cls: 2.7299, loss: 2.7299, grad_norm: 2.9804 2020-09-11 10:29:14,229 - mmaction - INFO - Epoch [7][600/627] lr: 4.356e-02, eta: 1 day, 4:22:53, time: 1.119, data_time: 0.014, memory: 8471, top1_acc: 0.3845, top5_acc: 0.6297, loss_cls: 2.7930, loss: 2.7930, grad_norm: 3.0055 2020-09-11 10:29:36,558 - mmaction - INFO - Epoch [7][620/627] lr: 4.373e-02, eta: 1 day, 4:22:21, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.3772, top5_acc: 0.6316, loss_cls: 2.8129, loss: 2.8129, grad_norm: 3.0233 2020-09-11 10:30:28,970 - mmaction - INFO - Epoch [8][20/627] lr: 4.396e-02, eta: 1 day, 4:26:59, time: 2.298, data_time: 0.540, memory: 8471, top1_acc: 0.3858, top5_acc: 0.6357, loss_cls: 2.7827, loss: 2.7827, grad_norm: 2.9727 2020-09-11 10:30:51,175 - mmaction - INFO - Epoch [8][40/627] lr: 4.414e-02, eta: 1 day, 4:26:25, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.3923, top5_acc: 0.6349, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.9340 2020-09-11 10:31:13,423 - mmaction - INFO - Epoch [8][60/627] lr: 4.431e-02, eta: 1 day, 4:25:49, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.3936, top5_acc: 0.6383, loss_cls: 2.7376, loss: 2.7376, grad_norm: 3.0023 2020-09-11 10:31:35,612 - mmaction - INFO - Epoch [8][80/627] lr: 4.448e-02, eta: 1 day, 4:25:13, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.3867, top5_acc: 0.6421, loss_cls: 2.7515, loss: 2.7515, grad_norm: 2.9650 2020-09-11 10:31:57,808 - mmaction - INFO - Epoch [8][100/627] lr: 4.465e-02, eta: 1 day, 4:24:37, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.3811, top5_acc: 0.6336, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.9859 2020-09-11 10:32:20,043 - mmaction - INFO - Epoch [8][120/627] lr: 4.482e-02, eta: 1 day, 4:24:02, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.3861, top5_acc: 0.6458, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.9610 2020-09-11 10:32:42,261 - mmaction - INFO - Epoch [8][140/627] lr: 4.500e-02, eta: 1 day, 4:23:26, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.3892, top5_acc: 0.6341, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.9936 2020-09-11 10:33:04,520 - mmaction - INFO - Epoch [8][160/627] lr: 4.517e-02, eta: 1 day, 4:22:53, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.3854, top5_acc: 0.6400, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.9333 2020-09-11 10:33:26,708 - mmaction - INFO - Epoch [8][180/627] lr: 4.534e-02, eta: 1 day, 4:22:15, time: 1.101, data_time: 0.006, memory: 8471, top1_acc: 0.3893, top5_acc: 0.6406, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.9448 2020-09-11 10:33:49,026 - mmaction - INFO - Epoch [8][200/627] lr: 4.551e-02, eta: 1 day, 4:21:44, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.3775, top5_acc: 0.6366, loss_cls: 2.7815, loss: 2.7815, grad_norm: 2.9151 2020-09-11 10:34:11,381 - mmaction - INFO - Epoch [8][220/627] lr: 4.569e-02, eta: 1 day, 4:21:12, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.3904, top5_acc: 0.6409, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.9299 2020-09-11 10:34:33,675 - mmaction - INFO - Epoch [8][240/627] lr: 4.586e-02, eta: 1 day, 4:20:36, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.3803, top5_acc: 0.6346, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.9138 2020-09-11 10:34:55,858 - mmaction - INFO - Epoch [8][260/627] lr: 4.603e-02, eta: 1 day, 4:20:06, time: 1.121, data_time: 0.018, memory: 8471, top1_acc: 0.3893, top5_acc: 0.6350, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.8966 2020-09-11 10:35:18,161 - mmaction - INFO - Epoch [8][280/627] lr: 4.620e-02, eta: 1 day, 4:19:31, time: 1.109, data_time: 0.002, memory: 8471, top1_acc: 0.3904, top5_acc: 0.6461, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.9886 2020-09-11 10:35:40,459 - mmaction - INFO - Epoch [8][300/627] lr: 4.638e-02, eta: 1 day, 4:18:57, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.3863, top5_acc: 0.6335, loss_cls: 2.7764, loss: 2.7764, grad_norm: 2.9342 2020-09-11 10:36:02,699 - mmaction - INFO - Epoch [8][320/627] lr: 4.655e-02, eta: 1 day, 4:18:24, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.3863, top5_acc: 0.6419, loss_cls: 2.7455, loss: 2.7455, grad_norm: 2.8659 2020-09-11 10:36:25,021 - mmaction - INFO - Epoch [8][340/627] lr: 4.672e-02, eta: 1 day, 4:17:54, time: 1.123, data_time: 0.011, memory: 8471, top1_acc: 0.3887, top5_acc: 0.6401, loss_cls: 2.7588, loss: 2.7588, grad_norm: 2.8911 2020-09-11 10:36:47,208 - mmaction - INFO - Epoch [8][360/627] lr: 4.689e-02, eta: 1 day, 4:17:18, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.3952, top5_acc: 0.6436, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.8622 2020-09-11 10:37:09,566 - mmaction - INFO - Epoch [8][380/627] lr: 4.706e-02, eta: 1 day, 4:16:47, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.3879, top5_acc: 0.6350, loss_cls: 2.7729, loss: 2.7729, grad_norm: 2.8575 2020-09-11 10:37:31,883 - mmaction - INFO - Epoch [8][400/627] lr: 4.724e-02, eta: 1 day, 4:16:15, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.3862, top5_acc: 0.6479, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.8962 2020-09-11 10:37:54,113 - mmaction - INFO - Epoch [8][420/627] lr: 4.741e-02, eta: 1 day, 4:15:41, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.3986, top5_acc: 0.6415, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.8797 2020-09-11 10:38:16,389 - mmaction - INFO - Epoch [8][440/627] lr: 4.758e-02, eta: 1 day, 4:15:09, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.3802, top5_acc: 0.6378, loss_cls: 2.7711, loss: 2.7711, grad_norm: 2.8788 2020-09-11 10:38:38,698 - mmaction - INFO - Epoch [8][460/627] lr: 4.775e-02, eta: 1 day, 4:14:37, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.3883, top5_acc: 0.6397, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.8657 2020-09-11 10:39:00,880 - mmaction - INFO - Epoch [8][480/627] lr: 4.793e-02, eta: 1 day, 4:13:59, time: 1.097, data_time: 0.008, memory: 8471, top1_acc: 0.3829, top5_acc: 0.6318, loss_cls: 2.8008, loss: 2.8008, grad_norm: 2.8801 2020-09-11 10:39:23,353 - mmaction - INFO - Epoch [8][500/627] lr: 4.810e-02, eta: 1 day, 4:13:34, time: 1.135, data_time: 0.016, memory: 8471, top1_acc: 0.3945, top5_acc: 0.6478, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.8570 2020-09-11 10:39:45,609 - mmaction - INFO - Epoch [8][520/627] lr: 4.827e-02, eta: 1 day, 4:13:00, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.3828, top5_acc: 0.6305, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.8544 2020-09-11 10:40:07,820 - mmaction - INFO - Epoch [8][540/627] lr: 4.844e-02, eta: 1 day, 4:12:28, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.3934, top5_acc: 0.6465, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.7735 2020-09-11 10:40:29,983 - mmaction - INFO - Epoch [8][560/627] lr: 4.861e-02, eta: 1 day, 4:11:54, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.3944, top5_acc: 0.6497, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.8347 2020-09-11 10:40:52,230 - mmaction - INFO - Epoch [8][580/627] lr: 4.879e-02, eta: 1 day, 4:11:21, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.3872, top5_acc: 0.6461, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.8607 2020-09-11 10:41:14,522 - mmaction - INFO - Epoch [8][600/627] lr: 4.896e-02, eta: 1 day, 4:10:50, time: 1.116, data_time: 0.019, memory: 8471, top1_acc: 0.3893, top5_acc: 0.6395, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.8361 2020-09-11 10:41:36,581 - mmaction - INFO - Epoch [8][620/627] lr: 4.913e-02, eta: 1 day, 4:10:14, time: 1.102, data_time: 0.008, memory: 8471, top1_acc: 0.3943, top5_acc: 0.6443, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.8254 2020-09-11 10:42:19,783 - mmaction - INFO - Epoch [9][20/627] lr: 4.936e-02, eta: 1 day, 4:11:29, time: 1.837, data_time: 0.517, memory: 8471, top1_acc: 0.3943, top5_acc: 0.6464, loss_cls: 2.7272, loss: 2.7272, grad_norm: 2.8511 2020-09-11 10:42:42,038 - mmaction - INFO - Epoch [9][40/627] lr: 4.954e-02, eta: 1 day, 4:11:00, time: 1.121, data_time: 0.017, memory: 8471, top1_acc: 0.3988, top5_acc: 0.6507, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.7877 2020-09-11 10:43:04,256 - mmaction - INFO - Epoch [9][60/627] lr: 4.971e-02, eta: 1 day, 4:10:27, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.4087, top5_acc: 0.6547, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.7681 2020-09-11 10:43:26,454 - mmaction - INFO - Epoch [9][80/627] lr: 4.988e-02, eta: 1 day, 4:09:53, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.4040, top5_acc: 0.6539, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.7854 2020-09-11 10:43:48,674 - mmaction - INFO - Epoch [9][100/627] lr: 5.005e-02, eta: 1 day, 4:09:20, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.3962, top5_acc: 0.6486, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.8054 2020-09-11 10:44:11,051 - mmaction - INFO - Epoch [9][120/627] lr: 5.022e-02, eta: 1 day, 4:08:48, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.3891, top5_acc: 0.6447, loss_cls: 2.7234, loss: 2.7234, grad_norm: 2.8224 2020-09-11 10:44:33,324 - mmaction - INFO - Epoch [9][140/627] lr: 5.040e-02, eta: 1 day, 4:08:18, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.4022, top5_acc: 0.6488, loss_cls: 2.6991, loss: 2.6991, grad_norm: 2.7689 2020-09-11 10:44:55,576 - mmaction - INFO - Epoch [9][160/627] lr: 5.057e-02, eta: 1 day, 4:07:44, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.3923, top5_acc: 0.6434, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.8025 2020-09-11 10:45:17,861 - mmaction - INFO - Epoch [9][180/627] lr: 5.074e-02, eta: 1 day, 4:07:14, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.4000, top5_acc: 0.6507, loss_cls: 2.6827, loss: 2.6827, grad_norm: 2.8070 2020-09-11 10:45:40,158 - mmaction - INFO - Epoch [9][200/627] lr: 5.091e-02, eta: 1 day, 4:06:44, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.4068, top5_acc: 0.6548, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.7796 2020-09-11 10:46:02,407 - mmaction - INFO - Epoch [9][220/627] lr: 5.109e-02, eta: 1 day, 4:06:11, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.3999, top5_acc: 0.6499, loss_cls: 2.7295, loss: 2.7295, grad_norm: 2.7582 2020-09-11 10:46:24,716 - mmaction - INFO - Epoch [9][240/627] lr: 5.126e-02, eta: 1 day, 4:05:41, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.3919, top5_acc: 0.6402, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.7072 2020-09-11 10:46:47,009 - mmaction - INFO - Epoch [9][260/627] lr: 5.143e-02, eta: 1 day, 4:05:08, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.3984, top5_acc: 0.6457, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.7644 2020-09-11 10:47:09,285 - mmaction - INFO - Epoch [9][280/627] lr: 5.160e-02, eta: 1 day, 4:04:39, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.3983, top5_acc: 0.6527, loss_cls: 2.6907, loss: 2.6907, grad_norm: 2.7163 2020-09-11 10:47:31,498 - mmaction - INFO - Epoch [9][300/627] lr: 5.178e-02, eta: 1 day, 4:04:04, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.3969, top5_acc: 0.6538, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.7563 2020-09-11 10:47:53,843 - mmaction - INFO - Epoch [9][320/627] lr: 5.195e-02, eta: 1 day, 4:03:35, time: 1.122, data_time: 0.013, memory: 8471, top1_acc: 0.4026, top5_acc: 0.6542, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.7729 2020-09-11 10:48:16,039 - mmaction - INFO - Epoch [9][340/627] lr: 5.212e-02, eta: 1 day, 4:03:05, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.3944, top5_acc: 0.6376, loss_cls: 2.7571, loss: 2.7571, grad_norm: 2.7388 2020-09-11 10:48:38,248 - mmaction - INFO - Epoch [9][360/627] lr: 5.229e-02, eta: 1 day, 4:02:32, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.4046, top5_acc: 0.6458, loss_cls: 2.7237, loss: 2.7237, grad_norm: 2.6957 2020-09-11 10:49:00,558 - mmaction - INFO - Epoch [9][380/627] lr: 5.246e-02, eta: 1 day, 4:02:02, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.3922, top5_acc: 0.6411, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.7627 2020-09-11 10:49:22,728 - mmaction - INFO - Epoch [9][400/627] lr: 5.264e-02, eta: 1 day, 4:01:29, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.3900, top5_acc: 0.6435, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.7621 2020-09-11 10:49:44,835 - mmaction - INFO - Epoch [9][420/627] lr: 5.281e-02, eta: 1 day, 4:00:55, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.3996, top5_acc: 0.6501, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.7384 2020-09-11 10:50:07,156 - mmaction - INFO - Epoch [9][440/627] lr: 5.298e-02, eta: 1 day, 4:00:25, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.3921, top5_acc: 0.6482, loss_cls: 2.7033, loss: 2.7033, grad_norm: 2.7085 2020-09-11 10:50:29,469 - mmaction - INFO - Epoch [9][460/627] lr: 5.315e-02, eta: 1 day, 3:59:55, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.4064, top5_acc: 0.6501, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.6748 2020-09-11 10:50:51,753 - mmaction - INFO - Epoch [9][480/627] lr: 5.333e-02, eta: 1 day, 3:59:24, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.4030, top5_acc: 0.6603, loss_cls: 2.6650, loss: 2.6650, grad_norm: 2.6823 2020-09-11 10:51:14,013 - mmaction - INFO - Epoch [9][500/627] lr: 5.350e-02, eta: 1 day, 3:58:55, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.4059, top5_acc: 0.6496, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.6770 2020-09-11 10:51:36,243 - mmaction - INFO - Epoch [9][520/627] lr: 5.367e-02, eta: 1 day, 3:58:23, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.4082, top5_acc: 0.6536, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.6801 2020-09-11 10:51:58,493 - mmaction - INFO - Epoch [9][540/627] lr: 5.384e-02, eta: 1 day, 3:57:53, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.3971, top5_acc: 0.6452, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.7021 2020-09-11 10:52:20,755 - mmaction - INFO - Epoch [9][560/627] lr: 5.401e-02, eta: 1 day, 3:57:22, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.3982, top5_acc: 0.6501, loss_cls: 2.7326, loss: 2.7326, grad_norm: 2.6845 2020-09-11 10:52:43,021 - mmaction - INFO - Epoch [9][580/627] lr: 5.419e-02, eta: 1 day, 3:56:50, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.3979, top5_acc: 0.6501, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.7285 2020-09-11 10:53:05,209 - mmaction - INFO - Epoch [9][600/627] lr: 5.436e-02, eta: 1 day, 3:56:21, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.4000, top5_acc: 0.6467, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.6880 2020-09-11 10:53:27,369 - mmaction - INFO - Epoch [9][620/627] lr: 5.453e-02, eta: 1 day, 3:55:48, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.4010, top5_acc: 0.6531, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.6380 2020-09-11 10:54:08,725 - mmaction - INFO - Epoch [10][20/627] lr: 5.476e-02, eta: 1 day, 3:56:26, time: 1.753, data_time: 0.539, memory: 8471, top1_acc: 0.3999, top5_acc: 0.6449, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.6488 2020-09-11 10:54:30,951 - mmaction - INFO - Epoch [10][40/627] lr: 5.494e-02, eta: 1 day, 3:55:54, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.4030, top5_acc: 0.6471, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.6174 2020-09-11 10:54:53,093 - mmaction - INFO - Epoch [10][60/627] lr: 5.511e-02, eta: 1 day, 3:55:22, time: 1.110, data_time: 0.013, memory: 8471, top1_acc: 0.4142, top5_acc: 0.6552, loss_cls: 2.6478, loss: 2.6478, grad_norm: 2.6899 2020-09-11 10:55:15,279 - mmaction - INFO - Epoch [10][80/627] lr: 5.528e-02, eta: 1 day, 3:54:48, time: 1.100, data_time: 0.008, memory: 8471, top1_acc: 0.3982, top5_acc: 0.6517, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.6652 2020-09-11 10:55:37,502 - mmaction - INFO - Epoch [10][100/627] lr: 5.545e-02, eta: 1 day, 3:54:19, time: 1.119, data_time: 0.021, memory: 8471, top1_acc: 0.4025, top5_acc: 0.6583, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.6814 2020-09-11 10:55:59,797 - mmaction - INFO - Epoch [10][120/627] lr: 5.562e-02, eta: 1 day, 3:53:48, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.3969, top5_acc: 0.6467, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.6701 2020-09-11 10:56:21,945 - mmaction - INFO - Epoch [10][140/627] lr: 5.580e-02, eta: 1 day, 3:53:18, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.4099, top5_acc: 0.6521, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.6883 2020-09-11 10:56:44,344 - mmaction - INFO - Epoch [10][160/627] lr: 5.597e-02, eta: 1 day, 3:52:49, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.4014, top5_acc: 0.6529, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.6722 2020-09-11 10:57:06,487 - mmaction - INFO - Epoch [10][180/627] lr: 5.614e-02, eta: 1 day, 3:52:17, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.3900, top5_acc: 0.6368, loss_cls: 2.7630, loss: 2.7630, grad_norm: 2.6827 2020-09-11 10:57:28,849 - mmaction - INFO - Epoch [10][200/627] lr: 5.631e-02, eta: 1 day, 3:51:48, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.4004, top5_acc: 0.6493, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.6064 2020-09-11 10:57:51,067 - mmaction - INFO - Epoch [10][220/627] lr: 5.649e-02, eta: 1 day, 3:51:18, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.4096, top5_acc: 0.6526, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.6217 2020-09-11 10:58:13,244 - mmaction - INFO - Epoch [10][240/627] lr: 5.666e-02, eta: 1 day, 3:50:47, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.3977, top5_acc: 0.6469, loss_cls: 2.7101, loss: 2.7101, grad_norm: 2.6242 2020-09-11 10:58:35,530 - mmaction - INFO - Epoch [10][260/627] lr: 5.683e-02, eta: 1 day, 3:50:18, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.3957, top5_acc: 0.6454, loss_cls: 2.7234, loss: 2.7234, grad_norm: 2.6040 2020-09-11 10:58:57,951 - mmaction - INFO - Epoch [10][280/627] lr: 5.700e-02, eta: 1 day, 3:49:50, time: 1.122, data_time: 0.005, memory: 8471, top1_acc: 0.3971, top5_acc: 0.6413, loss_cls: 2.7275, loss: 2.7275, grad_norm: 2.6160 2020-09-11 10:59:20,162 - mmaction - INFO - Epoch [10][300/627] lr: 5.718e-02, eta: 1 day, 3:49:19, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.3919, top5_acc: 0.6376, loss_cls: 2.7383, loss: 2.7383, grad_norm: 2.6172 2020-09-11 10:59:42,497 - mmaction - INFO - Epoch [10][320/627] lr: 5.735e-02, eta: 1 day, 3:48:51, time: 1.120, data_time: 0.007, memory: 8471, top1_acc: 0.3882, top5_acc: 0.6384, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.6190 2020-09-11 11:00:04,871 - mmaction - INFO - Epoch [10][340/627] lr: 5.752e-02, eta: 1 day, 3:48:22, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.3904, top5_acc: 0.6452, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.5716 2020-09-11 11:00:28,488 - mmaction - INFO - Epoch [10][360/627] lr: 5.769e-02, eta: 1 day, 3:48:12, time: 1.181, data_time: 0.012, memory: 8471, top1_acc: 0.4048, top5_acc: 0.6574, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.5662 2020-09-11 11:00:50,765 - mmaction - INFO - Epoch [10][380/627] lr: 5.786e-02, eta: 1 day, 3:47:43, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.3987, top5_acc: 0.6590, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.5851 2020-09-11 11:01:13,038 - mmaction - INFO - Epoch [10][400/627] lr: 5.804e-02, eta: 1 day, 3:47:14, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.4103, top5_acc: 0.6592, loss_cls: 2.6475, loss: 2.6475, grad_norm: 2.5501 2020-09-11 11:01:35,254 - mmaction - INFO - Epoch [10][420/627] lr: 5.821e-02, eta: 1 day, 3:46:42, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.3960, top5_acc: 0.6559, loss_cls: 2.6791, loss: 2.6791, grad_norm: 2.5846 2020-09-11 11:01:57,546 - mmaction - INFO - Epoch [10][440/627] lr: 5.838e-02, eta: 1 day, 3:46:15, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.3973, top5_acc: 0.6540, loss_cls: 2.6776, loss: 2.6776, grad_norm: 2.5657 2020-09-11 11:02:19,747 - mmaction - INFO - Epoch [10][460/627] lr: 5.855e-02, eta: 1 day, 3:45:45, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4042, top5_acc: 0.6520, loss_cls: 2.6735, loss: 2.6735, grad_norm: 2.5567 2020-09-11 11:02:42,064 - mmaction - INFO - Epoch [10][480/627] lr: 5.873e-02, eta: 1 day, 3:45:16, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.4095, top5_acc: 0.6527, loss_cls: 2.6802, loss: 2.6802, grad_norm: 2.5797 2020-09-11 11:03:04,353 - mmaction - INFO - Epoch [10][500/627] lr: 5.890e-02, eta: 1 day, 3:44:47, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.4194, top5_acc: 0.6687, loss_cls: 2.6189, loss: 2.6189, grad_norm: 2.5799 2020-09-11 11:03:26,602 - mmaction - INFO - Epoch [10][520/627] lr: 5.907e-02, eta: 1 day, 3:44:17, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.4082, top5_acc: 0.6583, loss_cls: 2.6552, loss: 2.6552, grad_norm: 2.5499 2020-09-11 11:03:48,833 - mmaction - INFO - Epoch [10][540/627] lr: 5.924e-02, eta: 1 day, 3:43:48, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.4161, top5_acc: 0.6546, loss_cls: 2.6525, loss: 2.6525, grad_norm: 2.5239 2020-09-11 11:04:11,032 - mmaction - INFO - Epoch [10][560/627] lr: 5.941e-02, eta: 1 day, 3:43:17, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.4099, top5_acc: 0.6551, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.5551 2020-09-11 11:04:33,267 - mmaction - INFO - Epoch [10][580/627] lr: 5.959e-02, eta: 1 day, 3:42:47, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.4055, top5_acc: 0.6471, loss_cls: 2.7150, loss: 2.7150, grad_norm: 2.5974 2020-09-11 11:04:55,483 - mmaction - INFO - Epoch [10][600/627] lr: 5.976e-02, eta: 1 day, 3:42:17, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.4148, top5_acc: 0.6587, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.5128 2020-09-11 11:05:17,663 - mmaction - INFO - Epoch [10][620/627] lr: 5.993e-02, eta: 1 day, 3:41:45, time: 1.102, data_time: 0.008, memory: 8471, top1_acc: 0.4078, top5_acc: 0.6562, loss_cls: 2.6482, loss: 2.6482, grad_norm: 2.5506 2020-09-11 11:05:24,386 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-09-11 11:06:00,764 - mmaction - INFO - Epoch [11][20/627] lr: 6.000e-02, eta: 1 day, 3:42:16, time: 1.753, data_time: 0.633, memory: 8471, top1_acc: 0.4022, top5_acc: 0.6561, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.5790 2020-09-11 11:06:23,015 - mmaction - INFO - Epoch [11][40/627] lr: 6.000e-02, eta: 1 day, 3:41:50, time: 1.125, data_time: 0.018, memory: 8471, top1_acc: 0.4100, top5_acc: 0.6615, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.5624 2020-09-11 11:06:45,204 - mmaction - INFO - Epoch [11][60/627] lr: 6.000e-02, eta: 1 day, 3:41:19, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.4150, top5_acc: 0.6667, loss_cls: 2.5922, loss: 2.5922, grad_norm: 2.5179 2020-09-11 11:07:07,491 - mmaction - INFO - Epoch [11][80/627] lr: 6.000e-02, eta: 1 day, 3:40:49, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4173, top5_acc: 0.6648, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.5614 2020-09-11 11:07:29,707 - mmaction - INFO - Epoch [11][100/627] lr: 6.000e-02, eta: 1 day, 3:40:20, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.4167, top5_acc: 0.6632, loss_cls: 2.6675, loss: 2.6675, grad_norm: 2.5326 2020-09-11 11:07:52,095 - mmaction - INFO - Epoch [11][120/627] lr: 6.000e-02, eta: 1 day, 3:39:53, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.4077, top5_acc: 0.6566, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.5316 2020-09-11 11:08:14,248 - mmaction - INFO - Epoch [11][140/627] lr: 6.000e-02, eta: 1 day, 3:39:23, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.4074, top5_acc: 0.6611, loss_cls: 2.6568, loss: 2.6568, grad_norm: 2.5690 2020-09-11 11:08:36,517 - mmaction - INFO - Epoch [11][160/627] lr: 6.000e-02, eta: 1 day, 3:38:54, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.4133, top5_acc: 0.6647, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.5197 2020-09-11 11:08:58,900 - mmaction - INFO - Epoch [11][180/627] lr: 6.000e-02, eta: 1 day, 3:38:26, time: 1.120, data_time: 0.008, memory: 8471, top1_acc: 0.4148, top5_acc: 0.6546, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.4928 2020-09-11 11:09:21,189 - mmaction - INFO - Epoch [11][200/627] lr: 6.000e-02, eta: 1 day, 3:37:58, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.4061, top5_acc: 0.6534, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.5117 2020-09-11 11:09:43,483 - mmaction - INFO - Epoch [11][220/627] lr: 6.000e-02, eta: 1 day, 3:37:28, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.4143, top5_acc: 0.6626, loss_cls: 2.6432, loss: 2.6432, grad_norm: 2.5015 2020-09-11 11:10:05,656 - mmaction - INFO - Epoch [11][240/627] lr: 6.000e-02, eta: 1 day, 3:36:57, time: 1.107, data_time: 0.012, memory: 8471, top1_acc: 0.4121, top5_acc: 0.6637, loss_cls: 2.6433, loss: 2.6433, grad_norm: 2.5042 2020-09-11 11:10:27,914 - mmaction - INFO - Epoch [11][260/627] lr: 6.000e-02, eta: 1 day, 3:36:30, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.4070, top5_acc: 0.6583, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.4843 2020-09-11 11:10:50,119 - mmaction - INFO - Epoch [11][280/627] lr: 6.000e-02, eta: 1 day, 3:36:01, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.4124, top5_acc: 0.6616, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.4787 2020-09-11 11:11:12,357 - mmaction - INFO - Epoch [11][300/627] lr: 6.000e-02, eta: 1 day, 3:35:32, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.4034, top5_acc: 0.6553, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.5302 2020-09-11 11:11:34,665 - mmaction - INFO - Epoch [11][320/627] lr: 6.000e-02, eta: 1 day, 3:35:02, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.4210, top5_acc: 0.6587, loss_cls: 2.6217, loss: 2.6217, grad_norm: 2.4412 2020-09-11 11:11:56,913 - mmaction - INFO - Epoch [11][340/627] lr: 6.000e-02, eta: 1 day, 3:34:35, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.4176, top5_acc: 0.6578, loss_cls: 2.6449, loss: 2.6449, grad_norm: 2.4800 2020-09-11 11:12:19,183 - mmaction - INFO - Epoch [11][360/627] lr: 6.000e-02, eta: 1 day, 3:34:05, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.4061, top5_acc: 0.6520, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.4779 2020-09-11 11:12:41,400 - mmaction - INFO - Epoch [11][380/627] lr: 6.000e-02, eta: 1 day, 3:33:36, time: 1.110, data_time: 0.021, memory: 8471, top1_acc: 0.4204, top5_acc: 0.6702, loss_cls: 2.6071, loss: 2.6071, grad_norm: 2.4336 2020-09-11 11:13:03,632 - mmaction - INFO - Epoch [11][400/627] lr: 6.000e-02, eta: 1 day, 3:33:09, time: 1.121, data_time: 0.016, memory: 8471, top1_acc: 0.4096, top5_acc: 0.6658, loss_cls: 2.6240, loss: 2.6240, grad_norm: 2.4680 2020-09-11 11:13:25,948 - mmaction - INFO - Epoch [11][420/627] lr: 6.000e-02, eta: 1 day, 3:32:39, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.4115, top5_acc: 0.6573, loss_cls: 2.6294, loss: 2.6294, grad_norm: 2.4996 2020-09-11 11:13:48,193 - mmaction - INFO - Epoch [11][440/627] lr: 6.000e-02, eta: 1 day, 3:32:11, time: 1.113, data_time: 0.016, memory: 8471, top1_acc: 0.4210, top5_acc: 0.6663, loss_cls: 2.6008, loss: 2.6008, grad_norm: 2.4562 2020-09-11 11:14:10,456 - mmaction - INFO - Epoch [11][460/627] lr: 6.000e-02, eta: 1 day, 3:31:42, time: 1.112, data_time: 0.019, memory: 8471, top1_acc: 0.4180, top5_acc: 0.6737, loss_cls: 2.5776, loss: 2.5776, grad_norm: 2.4594 2020-09-11 11:14:32,714 - mmaction - INFO - Epoch [11][480/627] lr: 6.000e-02, eta: 1 day, 3:31:16, time: 1.121, data_time: 0.016, memory: 8471, top1_acc: 0.4056, top5_acc: 0.6536, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.5505 2020-09-11 11:14:55,148 - mmaction - INFO - Epoch [11][500/627] lr: 6.000e-02, eta: 1 day, 3:30:48, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.4113, top5_acc: 0.6578, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.4459 2020-09-11 11:15:17,458 - mmaction - INFO - Epoch [11][520/627] lr: 6.000e-02, eta: 1 day, 3:30:22, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.4082, top5_acc: 0.6576, loss_cls: 2.6490, loss: 2.6490, grad_norm: 2.4699 2020-09-11 11:15:39,711 - mmaction - INFO - Epoch [11][540/627] lr: 6.000e-02, eta: 1 day, 3:29:54, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.4134, top5_acc: 0.6595, loss_cls: 2.6331, loss: 2.6331, grad_norm: 2.5184 2020-09-11 11:16:02,032 - mmaction - INFO - Epoch [11][560/627] lr: 6.000e-02, eta: 1 day, 3:29:26, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.4022, top5_acc: 0.6452, loss_cls: 2.6675, loss: 2.6675, grad_norm: 2.4838 2020-09-11 11:16:24,253 - mmaction - INFO - Epoch [11][580/627] lr: 6.000e-02, eta: 1 day, 3:28:58, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.4082, top5_acc: 0.6591, loss_cls: 2.6341, loss: 2.6341, grad_norm: 2.4228 2020-09-11 11:16:46,587 - mmaction - INFO - Epoch [11][600/627] lr: 6.000e-02, eta: 1 day, 3:28:30, time: 1.114, data_time: 0.001, memory: 8471, top1_acc: 0.4070, top5_acc: 0.6651, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.4482 2020-09-11 11:17:08,794 - mmaction - INFO - Epoch [11][620/627] lr: 6.000e-02, eta: 1 day, 3:28:01, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.4138, top5_acc: 0.6667, loss_cls: 2.5996, loss: 2.5996, grad_norm: 2.4354 2020-09-11 11:18:00,360 - mmaction - INFO - Epoch [12][20/627] lr: 6.000e-02, eta: 1 day, 3:30:35, time: 2.262, data_time: 0.522, memory: 8471, top1_acc: 0.4216, top5_acc: 0.6607, loss_cls: 2.5936, loss: 2.5936, grad_norm: 2.4613 2020-09-11 11:18:22,623 - mmaction - INFO - Epoch [12][40/627] lr: 6.000e-02, eta: 1 day, 3:30:06, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.4258, top5_acc: 0.6742, loss_cls: 2.5449, loss: 2.5449, grad_norm: 2.4558 2020-09-11 11:18:44,800 - mmaction - INFO - Epoch [12][60/627] lr: 6.000e-02, eta: 1 day, 3:29:36, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.4238, top5_acc: 0.6776, loss_cls: 2.5640, loss: 2.5640, grad_norm: 2.5049 2020-09-11 11:19:07,123 - mmaction - INFO - Epoch [12][80/627] lr: 6.000e-02, eta: 1 day, 3:29:07, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.4139, top5_acc: 0.6673, loss_cls: 2.6064, loss: 2.6064, grad_norm: 2.4592 2020-09-11 11:19:29,403 - mmaction - INFO - Epoch [12][100/627] lr: 6.000e-02, eta: 1 day, 3:28:39, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.4277, top5_acc: 0.6803, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.4151 2020-09-11 11:19:51,493 - mmaction - INFO - Epoch [12][120/627] lr: 6.000e-02, eta: 1 day, 3:28:10, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.4289, top5_acc: 0.6784, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.4839 2020-09-11 11:20:13,866 - mmaction - INFO - Epoch [12][140/627] lr: 6.000e-02, eta: 1 day, 3:27:42, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.4178, top5_acc: 0.6650, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.4891 2020-09-11 11:20:36,031 - mmaction - INFO - Epoch [12][160/627] lr: 6.000e-02, eta: 1 day, 3:27:12, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4246, top5_acc: 0.6702, loss_cls: 2.5655, loss: 2.5655, grad_norm: 2.4445 2020-09-11 11:20:58,253 - mmaction - INFO - Epoch [12][180/627] lr: 6.000e-02, eta: 1 day, 3:26:44, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.4169, top5_acc: 0.6643, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.4472 2020-09-11 11:21:21,102 - mmaction - INFO - Epoch [12][200/627] lr: 6.000e-02, eta: 1 day, 3:26:23, time: 1.142, data_time: 0.007, memory: 8471, top1_acc: 0.4272, top5_acc: 0.6687, loss_cls: 2.5903, loss: 2.5903, grad_norm: 2.4019 2020-09-11 11:21:43,329 - mmaction - INFO - Epoch [12][220/627] lr: 6.000e-02, eta: 1 day, 3:25:54, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.4230, top5_acc: 0.6727, loss_cls: 2.5665, loss: 2.5665, grad_norm: 2.4329 2020-09-11 11:22:05,599 - mmaction - INFO - Epoch [12][240/627] lr: 6.000e-02, eta: 1 day, 3:25:26, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.4243, top5_acc: 0.6689, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.5072 2020-09-11 11:22:27,769 - mmaction - INFO - Epoch [12][260/627] lr: 6.000e-02, eta: 1 day, 3:24:56, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.4181, top5_acc: 0.6658, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.4369 2020-09-11 11:22:50,017 - mmaction - INFO - Epoch [12][280/627] lr: 6.000e-02, eta: 1 day, 3:24:27, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.4176, top5_acc: 0.6678, loss_cls: 2.6022, loss: 2.6022, grad_norm: 2.4407 2020-09-11 11:23:12,207 - mmaction - INFO - Epoch [12][300/627] lr: 6.000e-02, eta: 1 day, 3:23:58, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.4120, top5_acc: 0.6625, loss_cls: 2.6186, loss: 2.6186, grad_norm: 2.4492 2020-09-11 11:23:34,447 - mmaction - INFO - Epoch [12][320/627] lr: 6.000e-02, eta: 1 day, 3:23:30, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.4276, top5_acc: 0.6729, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.3869 2020-09-11 11:23:56,698 - mmaction - INFO - Epoch [12][340/627] lr: 6.000e-02, eta: 1 day, 3:23:01, time: 1.108, data_time: 0.012, memory: 8471, top1_acc: 0.4229, top5_acc: 0.6759, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.3959 2020-09-11 11:24:18,984 - mmaction - INFO - Epoch [12][360/627] lr: 6.000e-02, eta: 1 day, 3:22:32, time: 1.109, data_time: 0.012, memory: 8471, top1_acc: 0.4203, top5_acc: 0.6711, loss_cls: 2.5608, loss: 2.5608, grad_norm: 2.4401 2020-09-11 11:24:41,299 - mmaction - INFO - Epoch [12][380/627] lr: 6.000e-02, eta: 1 day, 3:22:07, time: 1.125, data_time: 0.017, memory: 8471, top1_acc: 0.4237, top5_acc: 0.6730, loss_cls: 2.5521, loss: 2.5521, grad_norm: 2.4488 2020-09-11 11:25:03,637 - mmaction - INFO - Epoch [12][400/627] lr: 6.000e-02, eta: 1 day, 3:21:39, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.4234, top5_acc: 0.6809, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.4204 2020-09-11 11:25:25,873 - mmaction - INFO - Epoch [12][420/627] lr: 6.000e-02, eta: 1 day, 3:21:11, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.4212, top5_acc: 0.6733, loss_cls: 2.5965, loss: 2.5965, grad_norm: 2.4367 2020-09-11 11:25:48,157 - mmaction - INFO - Epoch [12][440/627] lr: 6.000e-02, eta: 1 day, 3:20:44, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.4262, top5_acc: 0.6684, loss_cls: 2.5638, loss: 2.5638, grad_norm: 2.3834 2020-09-11 11:26:10,449 - mmaction - INFO - Epoch [12][460/627] lr: 6.000e-02, eta: 1 day, 3:20:16, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.4232, top5_acc: 0.6669, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.4043 2020-09-11 11:26:32,832 - mmaction - INFO - Epoch [12][480/627] lr: 6.000e-02, eta: 1 day, 3:19:49, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.4161, top5_acc: 0.6595, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.4044 2020-09-11 11:26:54,982 - mmaction - INFO - Epoch [12][500/627] lr: 6.000e-02, eta: 1 day, 3:19:20, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.4276, top5_acc: 0.6694, loss_cls: 2.5779, loss: 2.5779, grad_norm: 2.4131 2020-09-11 11:27:17,248 - mmaction - INFO - Epoch [12][520/627] lr: 6.000e-02, eta: 1 day, 3:18:53, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.4195, top5_acc: 0.6753, loss_cls: 2.5850, loss: 2.5850, grad_norm: 2.4077 2020-09-11 11:27:39,524 - mmaction - INFO - Epoch [12][540/627] lr: 6.000e-02, eta: 1 day, 3:18:24, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.4279, top5_acc: 0.6814, loss_cls: 2.5057, loss: 2.5057, grad_norm: 2.3796 2020-09-11 11:28:01,674 - mmaction - INFO - Epoch [12][560/627] lr: 6.000e-02, eta: 1 day, 3:17:56, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.4319, top5_acc: 0.6723, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.4539 2020-09-11 11:28:24,020 - mmaction - INFO - Epoch [12][580/627] lr: 6.000e-02, eta: 1 day, 3:17:29, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.4346, top5_acc: 0.6757, loss_cls: 2.5280, loss: 2.5280, grad_norm: 2.4065 2020-09-11 11:28:46,359 - mmaction - INFO - Epoch [12][600/627] lr: 6.000e-02, eta: 1 day, 3:17:02, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.4374, top5_acc: 0.6839, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.4076 2020-09-11 11:29:08,635 - mmaction - INFO - Epoch [12][620/627] lr: 6.000e-02, eta: 1 day, 3:16:35, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.4240, top5_acc: 0.6719, loss_cls: 2.5711, loss: 2.5711, grad_norm: 2.3909 2020-09-11 11:29:49,824 - mmaction - INFO - Epoch [13][20/627] lr: 6.000e-02, eta: 1 day, 3:16:54, time: 1.748, data_time: 0.515, memory: 8471, top1_acc: 0.4326, top5_acc: 0.6798, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.4033 2020-09-11 11:30:12,009 - mmaction - INFO - Epoch [13][40/627] lr: 6.000e-02, eta: 1 day, 3:16:25, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.4384, top5_acc: 0.6841, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.4029 2020-09-11 11:30:34,344 - mmaction - INFO - Epoch [13][60/627] lr: 6.000e-02, eta: 1 day, 3:15:58, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.4421, top5_acc: 0.6889, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.3552 2020-09-11 11:30:56,666 - mmaction - INFO - Epoch [13][80/627] lr: 6.000e-02, eta: 1 day, 3:15:31, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.4288, top5_acc: 0.6854, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.4064 2020-09-11 11:31:18,870 - mmaction - INFO - Epoch [13][100/627] lr: 6.000e-02, eta: 1 day, 3:15:02, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.4342, top5_acc: 0.6826, loss_cls: 2.5024, loss: 2.5024, grad_norm: 2.4623 2020-09-11 11:31:41,224 - mmaction - INFO - Epoch [13][120/627] lr: 6.000e-02, eta: 1 day, 3:14:36, time: 1.120, data_time: 0.010, memory: 8471, top1_acc: 0.4303, top5_acc: 0.6785, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.4085 2020-09-11 11:32:03,510 - mmaction - INFO - Epoch [13][140/627] lr: 6.000e-02, eta: 1 day, 3:14:08, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.4246, top5_acc: 0.6781, loss_cls: 2.5590, loss: 2.5590, grad_norm: 2.4220 2020-09-11 11:32:25,827 - mmaction - INFO - Epoch [13][160/627] lr: 6.000e-02, eta: 1 day, 3:13:42, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.4302, top5_acc: 0.6767, loss_cls: 2.5363, loss: 2.5363, grad_norm: 2.3807 2020-09-11 11:32:48,138 - mmaction - INFO - Epoch [13][180/627] lr: 6.000e-02, eta: 1 day, 3:13:15, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.4301, top5_acc: 0.6798, loss_cls: 2.5038, loss: 2.5038, grad_norm: 2.3807 2020-09-11 11:33:10,336 - mmaction - INFO - Epoch [13][200/627] lr: 6.000e-02, eta: 1 day, 3:12:46, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.4395, top5_acc: 0.6771, loss_cls: 2.4952, loss: 2.4952, grad_norm: 2.3583 2020-09-11 11:33:32,572 - mmaction - INFO - Epoch [13][220/627] lr: 6.000e-02, eta: 1 day, 3:12:18, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.4288, top5_acc: 0.6763, loss_cls: 2.5441, loss: 2.5441, grad_norm: 2.4335 2020-09-11 11:33:54,802 - mmaction - INFO - Epoch [13][240/627] lr: 6.000e-02, eta: 1 day, 3:11:49, time: 1.108, data_time: 0.012, memory: 8471, top1_acc: 0.4344, top5_acc: 0.6777, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.3574 2020-09-11 11:34:17,173 - mmaction - INFO - Epoch [13][260/627] lr: 6.000e-02, eta: 1 day, 3:11:25, time: 1.126, data_time: 0.013, memory: 8471, top1_acc: 0.4384, top5_acc: 0.6742, loss_cls: 2.5261, loss: 2.5261, grad_norm: 2.3935 2020-09-11 11:34:39,445 - mmaction - INFO - Epoch [13][280/627] lr: 6.000e-02, eta: 1 day, 3:10:56, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.4395, top5_acc: 0.6779, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.3732 2020-09-11 11:35:01,671 - mmaction - INFO - Epoch [13][300/627] lr: 6.000e-02, eta: 1 day, 3:10:28, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.4342, top5_acc: 0.6814, loss_cls: 2.4851, loss: 2.4851, grad_norm: 2.3814 2020-09-11 11:35:23,906 - mmaction - INFO - Epoch [13][320/627] lr: 6.000e-02, eta: 1 day, 3:10:00, time: 1.109, data_time: 0.012, memory: 8471, top1_acc: 0.4270, top5_acc: 0.6745, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.4237 2020-09-11 11:35:46,105 - mmaction - INFO - Epoch [13][340/627] lr: 6.000e-02, eta: 1 day, 3:09:32, time: 1.113, data_time: 0.022, memory: 8471, top1_acc: 0.4285, top5_acc: 0.6790, loss_cls: 2.5445, loss: 2.5445, grad_norm: 2.3741 2020-09-11 11:36:08,354 - mmaction - INFO - Epoch [13][360/627] lr: 6.000e-02, eta: 1 day, 3:09:06, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.4275, top5_acc: 0.6659, loss_cls: 2.5525, loss: 2.5525, grad_norm: 2.3693 2020-09-11 11:36:30,569 - mmaction - INFO - Epoch [13][380/627] lr: 6.000e-02, eta: 1 day, 3:08:38, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.4319, top5_acc: 0.6754, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.3453 2020-09-11 11:36:52,925 - mmaction - INFO - Epoch [13][400/627] lr: 6.000e-02, eta: 1 day, 3:08:10, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.4336, top5_acc: 0.6719, loss_cls: 2.5320, loss: 2.5320, grad_norm: 2.3860 2020-09-11 11:37:15,158 - mmaction - INFO - Epoch [13][420/627] lr: 6.000e-02, eta: 1 day, 3:07:44, time: 1.119, data_time: 0.014, memory: 8471, top1_acc: 0.4352, top5_acc: 0.6793, loss_cls: 2.5222, loss: 2.5222, grad_norm: 2.3788 2020-09-11 11:37:37,508 - mmaction - INFO - Epoch [13][440/627] lr: 6.000e-02, eta: 1 day, 3:07:17, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.4310, top5_acc: 0.6833, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.4178 2020-09-11 11:37:59,693 - mmaction - INFO - Epoch [13][460/627] lr: 6.000e-02, eta: 1 day, 3:06:49, time: 1.110, data_time: 0.013, memory: 8471, top1_acc: 0.4263, top5_acc: 0.6668, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.3441 2020-09-11 11:38:22,005 - mmaction - INFO - Epoch [13][480/627] lr: 6.000e-02, eta: 1 day, 3:06:23, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.4288, top5_acc: 0.6776, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.3953 2020-09-11 11:38:44,243 - mmaction - INFO - Epoch [13][500/627] lr: 6.000e-02, eta: 1 day, 3:05:56, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.4296, top5_acc: 0.6799, loss_cls: 2.5195, loss: 2.5195, grad_norm: 2.3674 2020-09-11 11:39:06,542 - mmaction - INFO - Epoch [13][520/627] lr: 6.000e-02, eta: 1 day, 3:05:29, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.4331, top5_acc: 0.6777, loss_cls: 2.5329, loss: 2.5329, grad_norm: 2.3926 2020-09-11 11:39:28,879 - mmaction - INFO - Epoch [13][540/627] lr: 6.000e-02, eta: 1 day, 3:05:03, time: 1.119, data_time: 0.006, memory: 8471, top1_acc: 0.4344, top5_acc: 0.6839, loss_cls: 2.5099, loss: 2.5099, grad_norm: 2.3803 2020-09-11 11:39:51,149 - mmaction - INFO - Epoch [13][560/627] lr: 6.000e-02, eta: 1 day, 3:04:35, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.4264, top5_acc: 0.6798, loss_cls: 2.5316, loss: 2.5316, grad_norm: 2.3894 2020-09-11 11:40:13,396 - mmaction - INFO - Epoch [13][580/627] lr: 6.000e-02, eta: 1 day, 3:04:08, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.4302, top5_acc: 0.6806, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.3730 2020-09-11 11:40:35,698 - mmaction - INFO - Epoch [13][600/627] lr: 6.000e-02, eta: 1 day, 3:03:42, time: 1.119, data_time: 0.006, memory: 8471, top1_acc: 0.4302, top5_acc: 0.6793, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.3385 2020-09-11 11:40:58,051 - mmaction - INFO - Epoch [13][620/627] lr: 6.000e-02, eta: 1 day, 3:03:15, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.4314, top5_acc: 0.6715, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.4237 2020-09-11 11:41:42,431 - mmaction - INFO - Epoch [14][20/627] lr: 6.000e-02, eta: 1 day, 3:04:03, time: 1.902, data_time: 0.532, memory: 8471, top1_acc: 0.4436, top5_acc: 0.6777, loss_cls: 2.4998, loss: 2.4998, grad_norm: 2.2971 2020-09-11 11:42:04,659 - mmaction - INFO - Epoch [14][40/627] lr: 6.000e-02, eta: 1 day, 3:03:35, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.4395, top5_acc: 0.6904, loss_cls: 2.4656, loss: 2.4656, grad_norm: 2.3611 2020-09-11 11:42:27,004 - mmaction - INFO - Epoch [14][60/627] lr: 6.000e-02, eta: 1 day, 3:03:09, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.4462, top5_acc: 0.6848, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.3841 2020-09-11 11:42:49,197 - mmaction - INFO - Epoch [14][80/627] lr: 6.000e-02, eta: 1 day, 3:02:40, time: 1.102, data_time: 0.009, memory: 8471, top1_acc: 0.4487, top5_acc: 0.6914, loss_cls: 2.4360, loss: 2.4360, grad_norm: 2.3651 2020-09-11 11:43:11,491 - mmaction - INFO - Epoch [14][100/627] lr: 6.000e-02, eta: 1 day, 3:02:13, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.4553, top5_acc: 0.6979, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.3776 2020-09-11 11:43:33,706 - mmaction - INFO - Epoch [14][120/627] lr: 6.000e-02, eta: 1 day, 3:01:47, time: 1.119, data_time: 0.014, memory: 8471, top1_acc: 0.4470, top5_acc: 0.6901, loss_cls: 2.4674, loss: 2.4674, grad_norm: 2.3924 2020-09-11 11:43:55,874 - mmaction - INFO - Epoch [14][140/627] lr: 6.000e-02, eta: 1 day, 3:01:19, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.4522, top5_acc: 0.6967, loss_cls: 2.4312, loss: 2.4312, grad_norm: 2.3630 2020-09-11 11:44:18,181 - mmaction - INFO - Epoch [14][160/627] lr: 6.000e-02, eta: 1 day, 3:00:51, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.4384, top5_acc: 0.6826, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.3769 2020-09-11 11:44:40,514 - mmaction - INFO - Epoch [14][180/627] lr: 6.000e-02, eta: 1 day, 3:00:26, time: 1.123, data_time: 0.012, memory: 8471, top1_acc: 0.4443, top5_acc: 0.6883, loss_cls: 2.4713, loss: 2.4713, grad_norm: 2.3560 2020-09-11 11:45:02,924 - mmaction - INFO - Epoch [14][200/627] lr: 6.000e-02, eta: 1 day, 2:59:58, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.4410, top5_acc: 0.6828, loss_cls: 2.4921, loss: 2.4921, grad_norm: 2.3779 2020-09-11 11:45:25,203 - mmaction - INFO - Epoch [14][220/627] lr: 6.000e-02, eta: 1 day, 2:59:34, time: 1.125, data_time: 0.016, memory: 8471, top1_acc: 0.4516, top5_acc: 0.6844, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.3491 2020-09-11 11:45:47,547 - mmaction - INFO - Epoch [14][240/627] lr: 6.000e-02, eta: 1 day, 2:59:07, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.4368, top5_acc: 0.6815, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.3609 2020-09-11 11:46:09,934 - mmaction - INFO - Epoch [14][260/627] lr: 6.000e-02, eta: 1 day, 2:58:41, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.4437, top5_acc: 0.6939, loss_cls: 2.4426, loss: 2.4426, grad_norm: 2.3530 2020-09-11 11:46:32,221 - mmaction - INFO - Epoch [14][280/627] lr: 6.000e-02, eta: 1 day, 2:58:13, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.4460, top5_acc: 0.6902, loss_cls: 2.4594, loss: 2.4594, grad_norm: 2.3869 2020-09-11 11:46:54,551 - mmaction - INFO - Epoch [14][300/627] lr: 6.000e-02, eta: 1 day, 2:57:48, time: 1.120, data_time: 0.017, memory: 8471, top1_acc: 0.4276, top5_acc: 0.6677, loss_cls: 2.5655, loss: 2.5655, grad_norm: 2.3436 2020-09-11 11:47:16,714 - mmaction - INFO - Epoch [14][320/627] lr: 6.000e-02, eta: 1 day, 2:57:21, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.4345, top5_acc: 0.6824, loss_cls: 2.4916, loss: 2.4916, grad_norm: 2.3463 2020-09-11 11:47:38,915 - mmaction - INFO - Epoch [14][340/627] lr: 6.000e-02, eta: 1 day, 2:56:53, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.4478, top5_acc: 0.6911, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.2989 2020-09-11 11:48:01,240 - mmaction - INFO - Epoch [14][360/627] lr: 6.000e-02, eta: 1 day, 2:56:26, time: 1.114, data_time: 0.015, memory: 8471, top1_acc: 0.4440, top5_acc: 0.6788, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.3928 2020-09-11 11:48:23,512 - mmaction - INFO - Epoch [14][380/627] lr: 6.000e-02, eta: 1 day, 2:56:00, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.4419, top5_acc: 0.6805, loss_cls: 2.4978, loss: 2.4978, grad_norm: 2.3072 2020-09-11 11:48:45,992 - mmaction - INFO - Epoch [14][400/627] lr: 6.000e-02, eta: 1 day, 2:55:36, time: 1.124, data_time: 0.008, memory: 8471, top1_acc: 0.4452, top5_acc: 0.6874, loss_cls: 2.4579, loss: 2.4579, grad_norm: 2.3578 2020-09-11 11:49:08,278 - mmaction - INFO - Epoch [14][420/627] lr: 6.000e-02, eta: 1 day, 2:55:09, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.4479, top5_acc: 0.6898, loss_cls: 2.4659, loss: 2.4659, grad_norm: 2.3351 2020-09-11 11:49:30,588 - mmaction - INFO - Epoch [14][440/627] lr: 6.000e-02, eta: 1 day, 2:54:43, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.4371, top5_acc: 0.6799, loss_cls: 2.5244, loss: 2.5244, grad_norm: 2.4143 2020-09-11 11:49:52,976 - mmaction - INFO - Epoch [14][460/627] lr: 6.000e-02, eta: 1 day, 2:54:17, time: 1.120, data_time: 0.005, memory: 8471, top1_acc: 0.4410, top5_acc: 0.6842, loss_cls: 2.4852, loss: 2.4852, grad_norm: 2.3279 2020-09-11 11:50:15,158 - mmaction - INFO - Epoch [14][480/627] lr: 6.000e-02, eta: 1 day, 2:53:49, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.4443, top5_acc: 0.6845, loss_cls: 2.4785, loss: 2.4785, grad_norm: 2.3531 2020-09-11 11:50:37,443 - mmaction - INFO - Epoch [14][500/627] lr: 6.000e-02, eta: 1 day, 2:53:23, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.4443, top5_acc: 0.6848, loss_cls: 2.4702, loss: 2.4702, grad_norm: 2.3404 2020-09-11 11:50:59,764 - mmaction - INFO - Epoch [14][520/627] lr: 6.000e-02, eta: 1 day, 2:52:57, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.4391, top5_acc: 0.6768, loss_cls: 2.5011, loss: 2.5011, grad_norm: 2.3050 2020-09-11 11:51:21,949 - mmaction - INFO - Epoch [14][540/627] lr: 6.000e-02, eta: 1 day, 2:52:29, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.4457, top5_acc: 0.6885, loss_cls: 2.4937, loss: 2.4937, grad_norm: 2.3344 2020-09-11 11:51:44,301 - mmaction - INFO - Epoch [14][560/627] lr: 6.000e-02, eta: 1 day, 2:52:03, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.4456, top5_acc: 0.6910, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.3548 2020-09-11 11:52:06,573 - mmaction - INFO - Epoch [14][580/627] lr: 6.000e-02, eta: 1 day, 2:51:37, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.4421, top5_acc: 0.6813, loss_cls: 2.5107, loss: 2.5107, grad_norm: 2.3553 2020-09-11 11:52:28,842 - mmaction - INFO - Epoch [14][600/627] lr: 6.000e-02, eta: 1 day, 2:51:11, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.4366, top5_acc: 0.6783, loss_cls: 2.5183, loss: 2.5183, grad_norm: 2.3434 2020-09-11 11:52:51,108 - mmaction - INFO - Epoch [14][620/627] lr: 6.000e-02, eta: 1 day, 2:50:44, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.4372, top5_acc: 0.6895, loss_cls: 2.4735, loss: 2.4735, grad_norm: 2.3351 2020-09-11 11:53:33,610 - mmaction - INFO - Epoch [15][20/627] lr: 6.000e-02, eta: 1 day, 2:51:09, time: 1.814, data_time: 0.480, memory: 8471, top1_acc: 0.4430, top5_acc: 0.6908, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.3503 2020-09-11 11:53:55,892 - mmaction - INFO - Epoch [15][40/627] lr: 6.000e-02, eta: 1 day, 2:50:43, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.4503, top5_acc: 0.6874, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.3373 2020-09-11 11:54:18,091 - mmaction - INFO - Epoch [15][60/627] lr: 6.000e-02, eta: 1 day, 2:50:14, time: 1.102, data_time: 0.003, memory: 8471, top1_acc: 0.4437, top5_acc: 0.6914, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.2893 2020-09-11 11:54:40,411 - mmaction - INFO - Epoch [15][80/627] lr: 6.000e-02, eta: 1 day, 2:49:48, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.4542, top5_acc: 0.6943, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.3449 2020-09-11 11:55:02,646 - mmaction - INFO - Epoch [15][100/627] lr: 6.000e-02, eta: 1 day, 2:49:22, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.4424, top5_acc: 0.6866, loss_cls: 2.4844, loss: 2.4844, grad_norm: 2.3559 2020-09-11 11:55:25,010 - mmaction - INFO - Epoch [15][120/627] lr: 6.000e-02, eta: 1 day, 2:48:56, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.4453, top5_acc: 0.6934, loss_cls: 2.4586, loss: 2.4586, grad_norm: 2.3511 2020-09-11 11:55:47,211 - mmaction - INFO - Epoch [15][140/627] lr: 6.000e-02, eta: 1 day, 2:48:29, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.4438, top5_acc: 0.6762, loss_cls: 2.4804, loss: 2.4804, grad_norm: 2.3370 2020-09-11 11:56:09,552 - mmaction - INFO - Epoch [15][160/627] lr: 6.000e-02, eta: 1 day, 2:48:02, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.4477, top5_acc: 0.6962, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.3513 2020-09-11 11:56:31,774 - mmaction - INFO - Epoch [15][180/627] lr: 6.000e-02, eta: 1 day, 2:47:36, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.4538, top5_acc: 0.6924, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.2941 2020-09-11 11:56:54,083 - mmaction - INFO - Epoch [15][200/627] lr: 6.000e-02, eta: 1 day, 2:47:10, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.4477, top5_acc: 0.6884, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.3292 2020-09-11 11:57:16,390 - mmaction - INFO - Epoch [15][220/627] lr: 6.000e-02, eta: 1 day, 2:46:44, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.4370, top5_acc: 0.6841, loss_cls: 2.4832, loss: 2.4832, grad_norm: 2.3111 2020-09-11 11:57:38,620 - mmaction - INFO - Epoch [15][240/627] lr: 6.000e-02, eta: 1 day, 2:46:17, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.4531, top5_acc: 0.6872, loss_cls: 2.4502, loss: 2.4502, grad_norm: 2.2936 2020-09-11 11:58:00,895 - mmaction - INFO - Epoch [15][260/627] lr: 6.000e-02, eta: 1 day, 2:45:50, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.4490, top5_acc: 0.6939, loss_cls: 2.4219, loss: 2.4219, grad_norm: 2.3621 2020-09-11 11:58:23,148 - mmaction - INFO - Epoch [15][280/627] lr: 6.000e-02, eta: 1 day, 2:45:24, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.4415, top5_acc: 0.6885, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.3541 2020-09-11 11:58:45,388 - mmaction - INFO - Epoch [15][300/627] lr: 6.000e-02, eta: 1 day, 2:44:57, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.4473, top5_acc: 0.6954, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.3353 2020-09-11 11:59:07,591 - mmaction - INFO - Epoch [15][320/627] lr: 6.000e-02, eta: 1 day, 2:44:29, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.4527, top5_acc: 0.6953, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.3396 2020-09-11 11:59:29,860 - mmaction - INFO - Epoch [15][340/627] lr: 6.000e-02, eta: 1 day, 2:44:03, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.4501, top5_acc: 0.6948, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.3492 2020-09-11 11:59:52,110 - mmaction - INFO - Epoch [15][360/627] lr: 6.000e-02, eta: 1 day, 2:43:37, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.4389, top5_acc: 0.6935, loss_cls: 2.4522, loss: 2.4522, grad_norm: 2.3468 2020-09-11 12:00:14,505 - mmaction - INFO - Epoch [15][380/627] lr: 6.000e-02, eta: 1 day, 2:43:12, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.4504, top5_acc: 0.6898, loss_cls: 2.4544, loss: 2.4544, grad_norm: 2.3246 2020-09-11 12:00:36,733 - mmaction - INFO - Epoch [15][400/627] lr: 6.000e-02, eta: 1 day, 2:42:46, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.4469, top5_acc: 0.6854, loss_cls: 2.4666, loss: 2.4666, grad_norm: 2.3205 2020-09-11 12:00:58,975 - mmaction - INFO - Epoch [15][420/627] lr: 6.000e-02, eta: 1 day, 2:42:18, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.4504, top5_acc: 0.6917, loss_cls: 2.4377, loss: 2.4377, grad_norm: 2.3170 2020-09-11 12:01:21,231 - mmaction - INFO - Epoch [15][440/627] lr: 6.000e-02, eta: 1 day, 2:41:53, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.4565, top5_acc: 0.7124, loss_cls: 2.3657, loss: 2.3657, grad_norm: 2.2977 2020-09-11 12:01:43,487 - mmaction - INFO - Epoch [15][460/627] lr: 6.000e-02, eta: 1 day, 2:41:27, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.4548, top5_acc: 0.6938, loss_cls: 2.4305, loss: 2.4305, grad_norm: 2.3012 2020-09-11 12:02:05,632 - mmaction - INFO - Epoch [15][480/627] lr: 6.000e-02, eta: 1 day, 2:40:59, time: 1.107, data_time: 0.010, memory: 8471, top1_acc: 0.4395, top5_acc: 0.6945, loss_cls: 2.4714, loss: 2.4714, grad_norm: 2.3560 2020-09-11 12:02:27,837 - mmaction - INFO - Epoch [15][500/627] lr: 6.000e-02, eta: 1 day, 2:40:31, time: 1.099, data_time: 0.009, memory: 8471, top1_acc: 0.4357, top5_acc: 0.6852, loss_cls: 2.4875, loss: 2.4875, grad_norm: 2.3278 2020-09-11 12:02:50,085 - mmaction - INFO - Epoch [15][520/627] lr: 6.000e-02, eta: 1 day, 2:40:06, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.4487, top5_acc: 0.6938, loss_cls: 2.4519, loss: 2.4519, grad_norm: 2.3045 2020-09-11 12:03:12,319 - mmaction - INFO - Epoch [15][540/627] lr: 6.000e-02, eta: 1 day, 2:39:39, time: 1.109, data_time: 0.013, memory: 8471, top1_acc: 0.4471, top5_acc: 0.6891, loss_cls: 2.4531, loss: 2.4531, grad_norm: 2.2942 2020-09-11 12:03:34,640 - mmaction - INFO - Epoch [15][560/627] lr: 6.000e-02, eta: 1 day, 2:39:13, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.4557, top5_acc: 0.6845, loss_cls: 2.4761, loss: 2.4761, grad_norm: 2.3544 2020-09-11 12:03:56,861 - mmaction - INFO - Epoch [15][580/627] lr: 6.000e-02, eta: 1 day, 2:38:47, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.4431, top5_acc: 0.6876, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.3113 2020-09-11 12:04:19,060 - mmaction - INFO - Epoch [15][600/627] lr: 6.000e-02, eta: 1 day, 2:38:21, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.4509, top5_acc: 0.7005, loss_cls: 2.4069, loss: 2.4069, grad_norm: 2.2874 2020-09-11 12:04:41,355 - mmaction - INFO - Epoch [15][620/627] lr: 6.000e-02, eta: 1 day, 2:37:55, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.4492, top5_acc: 0.6820, loss_cls: 2.4792, loss: 2.4792, grad_norm: 2.3269 2020-09-11 12:04:54,774 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-09-11 12:05:42,337 - mmaction - INFO - Epoch [16][20/627] lr: 6.000e-02, eta: 1 day, 2:39:46, time: 2.319, data_time: 1.162, memory: 8471, top1_acc: 0.4565, top5_acc: 0.7005, loss_cls: 2.4127, loss: 2.4127, grad_norm: 2.2982 2020-09-11 12:06:04,504 - mmaction - INFO - Epoch [16][40/627] lr: 6.000e-02, eta: 1 day, 2:39:19, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.4552, top5_acc: 0.6969, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.3098 2020-09-11 12:06:26,707 - mmaction - INFO - Epoch [16][60/627] lr: 6.000e-02, eta: 1 day, 2:38:51, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.4585, top5_acc: 0.6971, loss_cls: 2.4253, loss: 2.4253, grad_norm: 2.3323 2020-09-11 12:06:48,968 - mmaction - INFO - Epoch [16][80/627] lr: 6.000e-02, eta: 1 day, 2:38:25, time: 1.119, data_time: 0.016, memory: 8471, top1_acc: 0.4436, top5_acc: 0.6922, loss_cls: 2.4438, loss: 2.4438, grad_norm: 2.2783 2020-09-11 12:07:11,270 - mmaction - INFO - Epoch [16][100/627] lr: 6.000e-02, eta: 1 day, 2:38:00, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.4586, top5_acc: 0.7017, loss_cls: 2.4001, loss: 2.4001, grad_norm: 2.3080 2020-09-11 12:07:33,542 - mmaction - INFO - Epoch [16][120/627] lr: 6.000e-02, eta: 1 day, 2:37:33, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.4582, top5_acc: 0.7018, loss_cls: 2.3934, loss: 2.3934, grad_norm: 2.2776 2020-09-11 12:07:55,777 - mmaction - INFO - Epoch [16][140/627] lr: 6.000e-02, eta: 1 day, 2:37:06, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.4543, top5_acc: 0.6909, loss_cls: 2.4219, loss: 2.4219, grad_norm: 2.3048 2020-09-11 12:08:18,051 - mmaction - INFO - Epoch [16][160/627] lr: 6.000e-02, eta: 1 day, 2:36:40, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4652, top5_acc: 0.7069, loss_cls: 2.3716, loss: 2.3716, grad_norm: 2.3348 2020-09-11 12:08:40,245 - mmaction - INFO - Epoch [16][180/627] lr: 6.000e-02, eta: 1 day, 2:36:13, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.4529, top5_acc: 0.6964, loss_cls: 2.4339, loss: 2.4339, grad_norm: 2.3064 2020-09-11 12:09:02,490 - mmaction - INFO - Epoch [16][200/627] lr: 6.000e-02, eta: 1 day, 2:35:46, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.4561, top5_acc: 0.6978, loss_cls: 2.4403, loss: 2.4403, grad_norm: 2.3400 2020-09-11 12:09:24,697 - mmaction - INFO - Epoch [16][220/627] lr: 6.000e-02, eta: 1 day, 2:35:20, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.4643, top5_acc: 0.7001, loss_cls: 2.4074, loss: 2.4074, grad_norm: 2.2908 2020-09-11 12:09:46,974 - mmaction - INFO - Epoch [16][240/627] lr: 6.000e-02, eta: 1 day, 2:34:53, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4586, top5_acc: 0.6945, loss_cls: 2.4244, loss: 2.4244, grad_norm: 2.3040 2020-09-11 12:10:09,291 - mmaction - INFO - Epoch [16][260/627] lr: 6.000e-02, eta: 1 day, 2:34:28, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.4530, top5_acc: 0.6935, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.3270 2020-09-11 12:10:31,687 - mmaction - INFO - Epoch [16][280/627] lr: 6.000e-02, eta: 1 day, 2:34:03, time: 1.119, data_time: 0.006, memory: 8471, top1_acc: 0.4512, top5_acc: 0.6932, loss_cls: 2.4301, loss: 2.4301, grad_norm: 2.2919 2020-09-11 12:10:53,901 - mmaction - INFO - Epoch [16][300/627] lr: 6.000e-02, eta: 1 day, 2:33:36, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4241, loss: 2.4241, grad_norm: 2.2960 2020-09-11 12:11:16,055 - mmaction - INFO - Epoch [16][320/627] lr: 6.000e-02, eta: 1 day, 2:33:09, time: 1.105, data_time: 0.010, memory: 8471, top1_acc: 0.4604, top5_acc: 0.7086, loss_cls: 2.3628, loss: 2.3628, grad_norm: 2.2692 2020-09-11 12:11:38,357 - mmaction - INFO - Epoch [16][340/627] lr: 6.000e-02, eta: 1 day, 2:32:43, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.4492, top5_acc: 0.6896, loss_cls: 2.4577, loss: 2.4577, grad_norm: 2.3215 2020-09-11 12:12:00,587 - mmaction - INFO - Epoch [16][360/627] lr: 6.000e-02, eta: 1 day, 2:32:15, time: 1.101, data_time: 0.004, memory: 8471, top1_acc: 0.4411, top5_acc: 0.6928, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.3288 2020-09-11 12:12:22,881 - mmaction - INFO - Epoch [16][380/627] lr: 6.000e-02, eta: 1 day, 2:31:51, time: 1.124, data_time: 0.017, memory: 8471, top1_acc: 0.4525, top5_acc: 0.6882, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.2977 2020-09-11 12:12:45,259 - mmaction - INFO - Epoch [16][400/627] lr: 6.000e-02, eta: 1 day, 2:31:25, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.4507, top5_acc: 0.6964, loss_cls: 2.4132, loss: 2.4132, grad_norm: 2.3005 2020-09-11 12:13:07,713 - mmaction - INFO - Epoch [16][420/627] lr: 6.000e-02, eta: 1 day, 2:31:01, time: 1.124, data_time: 0.006, memory: 8471, top1_acc: 0.4531, top5_acc: 0.6910, loss_cls: 2.4517, loss: 2.4517, grad_norm: 2.2865 2020-09-11 12:13:29,951 - mmaction - INFO - Epoch [16][440/627] lr: 6.000e-02, eta: 1 day, 2:30:34, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.4595, top5_acc: 0.6997, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.3102 2020-09-11 12:13:52,272 - mmaction - INFO - Epoch [16][460/627] lr: 6.000e-02, eta: 1 day, 2:30:09, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.4570, top5_acc: 0.6953, loss_cls: 2.4295, loss: 2.4295, grad_norm: 2.3052 2020-09-11 12:14:14,639 - mmaction - INFO - Epoch [16][480/627] lr: 6.000e-02, eta: 1 day, 2:29:44, time: 1.121, data_time: 0.007, memory: 8471, top1_acc: 0.4522, top5_acc: 0.6865, loss_cls: 2.4695, loss: 2.4695, grad_norm: 2.3224 2020-09-11 12:14:36,943 - mmaction - INFO - Epoch [16][500/627] lr: 6.000e-02, eta: 1 day, 2:29:18, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.4430, top5_acc: 0.6897, loss_cls: 2.4731, loss: 2.4731, grad_norm: 2.2857 2020-09-11 12:14:59,232 - mmaction - INFO - Epoch [16][520/627] lr: 6.000e-02, eta: 1 day, 2:28:51, time: 1.107, data_time: 0.011, memory: 8471, top1_acc: 0.4579, top5_acc: 0.6932, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.3197 2020-09-11 12:15:21,511 - mmaction - INFO - Epoch [16][540/627] lr: 6.000e-02, eta: 1 day, 2:28:26, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.4604, top5_acc: 0.7017, loss_cls: 2.3876, loss: 2.3876, grad_norm: 2.3048 2020-09-11 12:15:43,764 - mmaction - INFO - Epoch [16][560/627] lr: 6.000e-02, eta: 1 day, 2:28:00, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.4569, top5_acc: 0.6949, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.2967 2020-09-11 12:16:05,988 - mmaction - INFO - Epoch [16][580/627] lr: 6.000e-02, eta: 1 day, 2:27:34, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.4603, top5_acc: 0.7007, loss_cls: 2.4003, loss: 2.4003, grad_norm: 2.3408 2020-09-11 12:16:28,218 - mmaction - INFO - Epoch [16][600/627] lr: 6.000e-02, eta: 1 day, 2:27:08, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.4501, top5_acc: 0.6909, loss_cls: 2.4514, loss: 2.4514, grad_norm: 2.3048 2020-09-11 12:16:50,530 - mmaction - INFO - Epoch [16][620/627] lr: 6.000e-02, eta: 1 day, 2:26:41, time: 1.109, data_time: 0.003, memory: 8471, top1_acc: 0.4448, top5_acc: 0.6938, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.2830 2020-09-11 12:17:36,946 - mmaction - INFO - Epoch [17][20/627] lr: 6.000e-02, eta: 1 day, 2:27:31, time: 2.009, data_time: 0.555, memory: 8471, top1_acc: 0.4578, top5_acc: 0.6970, loss_cls: 2.3982, loss: 2.3982, grad_norm: 2.3064 2020-09-11 12:17:59,247 - mmaction - INFO - Epoch [17][40/627] lr: 6.000e-02, eta: 1 day, 2:27:05, time: 1.113, data_time: 0.013, memory: 8471, top1_acc: 0.4609, top5_acc: 0.6975, loss_cls: 2.3692, loss: 2.3692, grad_norm: 2.2346 2020-09-11 12:18:21,468 - mmaction - INFO - Epoch [17][60/627] lr: 6.000e-02, eta: 1 day, 2:26:38, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.4594, top5_acc: 0.7089, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.3299 2020-09-11 12:18:43,645 - mmaction - INFO - Epoch [17][80/627] lr: 6.000e-02, eta: 1 day, 2:26:11, time: 1.108, data_time: 0.011, memory: 8471, top1_acc: 0.4615, top5_acc: 0.7001, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.2830 2020-09-11 12:19:05,940 - mmaction - INFO - Epoch [17][100/627] lr: 6.000e-02, eta: 1 day, 2:25:46, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.4579, top5_acc: 0.6999, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.3260 2020-09-11 12:19:28,194 - mmaction - INFO - Epoch [17][120/627] lr: 6.000e-02, eta: 1 day, 2:25:20, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.4600, top5_acc: 0.6964, loss_cls: 2.3977, loss: 2.3977, grad_norm: 2.2816 2020-09-11 12:19:50,434 - mmaction - INFO - Epoch [17][140/627] lr: 6.000e-02, eta: 1 day, 2:24:54, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.4616, top5_acc: 0.6980, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.3067 2020-09-11 12:20:12,742 - mmaction - INFO - Epoch [17][160/627] lr: 6.000e-02, eta: 1 day, 2:24:27, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.4530, top5_acc: 0.6992, loss_cls: 2.3951, loss: 2.3951, grad_norm: 2.3086 2020-09-11 12:20:35,097 - mmaction - INFO - Epoch [17][180/627] lr: 6.000e-02, eta: 1 day, 2:24:02, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.4579, top5_acc: 0.7074, loss_cls: 2.3975, loss: 2.3975, grad_norm: 2.3075 2020-09-11 12:20:57,421 - mmaction - INFO - Epoch [17][200/627] lr: 6.000e-02, eta: 1 day, 2:23:36, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.4642, top5_acc: 0.7095, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.3069 2020-09-11 12:21:19,616 - mmaction - INFO - Epoch [17][220/627] lr: 6.000e-02, eta: 1 day, 2:23:10, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.4577, top5_acc: 0.7025, loss_cls: 2.3897, loss: 2.3897, grad_norm: 2.2598 2020-09-11 12:21:41,792 - mmaction - INFO - Epoch [17][240/627] lr: 6.000e-02, eta: 1 day, 2:22:44, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4634, top5_acc: 0.7036, loss_cls: 2.3867, loss: 2.3867, grad_norm: 2.3256 2020-09-11 12:22:04,185 - mmaction - INFO - Epoch [17][260/627] lr: 6.000e-02, eta: 1 day, 2:22:18, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.4693, top5_acc: 0.7103, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.3137 2020-09-11 12:22:26,409 - mmaction - INFO - Epoch [17][280/627] lr: 6.000e-02, eta: 1 day, 2:21:52, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.4536, top5_acc: 0.7049, loss_cls: 2.3854, loss: 2.3854, grad_norm: 2.3227 2020-09-11 12:22:48,601 - mmaction - INFO - Epoch [17][300/627] lr: 6.000e-02, eta: 1 day, 2:21:26, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.4595, top5_acc: 0.7009, loss_cls: 2.3914, loss: 2.3914, grad_norm: 2.3219 2020-09-11 12:23:11,381 - mmaction - INFO - Epoch [17][320/627] lr: 6.000e-02, eta: 1 day, 2:21:04, time: 1.137, data_time: 0.007, memory: 8471, top1_acc: 0.4564, top5_acc: 0.6964, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.3167 2020-09-11 12:23:33,632 - mmaction - INFO - Epoch [17][340/627] lr: 6.000e-02, eta: 1 day, 2:20:37, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.4536, top5_acc: 0.7031, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.3014 2020-09-11 12:23:55,900 - mmaction - INFO - Epoch [17][360/627] lr: 6.000e-02, eta: 1 day, 2:20:11, time: 1.117, data_time: 0.018, memory: 8471, top1_acc: 0.4556, top5_acc: 0.6945, loss_cls: 2.4260, loss: 2.4260, grad_norm: 2.2974 2020-09-11 12:24:18,029 - mmaction - INFO - Epoch [17][380/627] lr: 6.000e-02, eta: 1 day, 2:19:44, time: 1.105, data_time: 0.022, memory: 8471, top1_acc: 0.4637, top5_acc: 0.7087, loss_cls: 2.3389, loss: 2.3389, grad_norm: 2.2527 2020-09-11 12:24:40,330 - mmaction - INFO - Epoch [17][400/627] lr: 6.000e-02, eta: 1 day, 2:19:19, time: 1.120, data_time: 0.014, memory: 8471, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3954, loss: 2.3954, grad_norm: 2.3313 2020-09-11 12:25:02,526 - mmaction - INFO - Epoch [17][420/627] lr: 6.000e-02, eta: 1 day, 2:18:53, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.4598, top5_acc: 0.7001, loss_cls: 2.3863, loss: 2.3863, grad_norm: 2.2878 2020-09-11 12:25:24,884 - mmaction - INFO - Epoch [17][440/627] lr: 6.000e-02, eta: 1 day, 2:18:28, time: 1.119, data_time: 0.006, memory: 8471, top1_acc: 0.4661, top5_acc: 0.7039, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.3382 2020-09-11 12:25:47,182 - mmaction - INFO - Epoch [17][460/627] lr: 6.000e-02, eta: 1 day, 2:18:01, time: 1.107, data_time: 0.011, memory: 8471, top1_acc: 0.4590, top5_acc: 0.6975, loss_cls: 2.4023, loss: 2.4023, grad_norm: 2.3301 2020-09-11 12:26:09,330 - mmaction - INFO - Epoch [17][480/627] lr: 6.000e-02, eta: 1 day, 2:17:36, time: 1.117, data_time: 0.016, memory: 8471, top1_acc: 0.4486, top5_acc: 0.6893, loss_cls: 2.4523, loss: 2.4523, grad_norm: 2.3086 2020-09-11 12:26:31,593 - mmaction - INFO - Epoch [17][500/627] lr: 6.000e-02, eta: 1 day, 2:17:10, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.4595, top5_acc: 0.7118, loss_cls: 2.3691, loss: 2.3691, grad_norm: 2.2892 2020-09-11 12:26:53,858 - mmaction - INFO - Epoch [17][520/627] lr: 6.000e-02, eta: 1 day, 2:16:43, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.4529, top5_acc: 0.6910, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.3187 2020-09-11 12:27:16,207 - mmaction - INFO - Epoch [17][540/627] lr: 6.000e-02, eta: 1 day, 2:16:19, time: 1.123, data_time: 0.011, memory: 8471, top1_acc: 0.4589, top5_acc: 0.6983, loss_cls: 2.4090, loss: 2.4090, grad_norm: 2.2687 2020-09-11 12:27:38,568 - mmaction - INFO - Epoch [17][560/627] lr: 6.000e-02, eta: 1 day, 2:15:54, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.4583, top5_acc: 0.7027, loss_cls: 2.4049, loss: 2.4049, grad_norm: 2.2844 2020-09-11 12:28:00,742 - mmaction - INFO - Epoch [17][580/627] lr: 6.000e-02, eta: 1 day, 2:15:28, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.4641, top5_acc: 0.7020, loss_cls: 2.3844, loss: 2.3844, grad_norm: 2.2795 2020-09-11 12:28:23,012 - mmaction - INFO - Epoch [17][600/627] lr: 6.000e-02, eta: 1 day, 2:15:02, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.4625, top5_acc: 0.7087, loss_cls: 2.3681, loss: 2.3681, grad_norm: 2.3035 2020-09-11 12:28:45,290 - mmaction - INFO - Epoch [17][620/627] lr: 6.000e-02, eta: 1 day, 2:14:35, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.4454, top5_acc: 0.6840, loss_cls: 2.4576, loss: 2.4576, grad_norm: 2.3200 2020-09-11 12:29:26,688 - mmaction - INFO - Epoch [18][20/627] lr: 6.000e-02, eta: 1 day, 2:14:40, time: 1.757, data_time: 0.506, memory: 8471, top1_acc: 0.4628, top5_acc: 0.7030, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.3048 2020-09-11 12:29:48,928 - mmaction - INFO - Epoch [18][40/627] lr: 6.000e-02, eta: 1 day, 2:14:13, time: 1.104, data_time: 0.010, memory: 8471, top1_acc: 0.4680, top5_acc: 0.7044, loss_cls: 2.3480, loss: 2.3480, grad_norm: 2.2362 2020-09-11 12:30:11,063 - mmaction - INFO - Epoch [18][60/627] lr: 6.000e-02, eta: 1 day, 2:13:47, time: 1.112, data_time: 0.015, memory: 8471, top1_acc: 0.4753, top5_acc: 0.7130, loss_cls: 2.3102, loss: 2.3102, grad_norm: 2.2549 2020-09-11 12:30:33,361 - mmaction - INFO - Epoch [18][80/627] lr: 6.000e-02, eta: 1 day, 2:13:20, time: 1.107, data_time: 0.012, memory: 8471, top1_acc: 0.4579, top5_acc: 0.7048, loss_cls: 2.3849, loss: 2.3849, grad_norm: 2.2912 2020-09-11 12:30:55,612 - mmaction - INFO - Epoch [18][100/627] lr: 6.000e-02, eta: 1 day, 2:12:55, time: 1.120, data_time: 0.017, memory: 8471, top1_acc: 0.4621, top5_acc: 0.7038, loss_cls: 2.3734, loss: 2.3734, grad_norm: 2.2577 2020-09-11 12:31:17,847 - mmaction - INFO - Epoch [18][120/627] lr: 6.000e-02, eta: 1 day, 2:12:30, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.4681, top5_acc: 0.7078, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.2454 2020-09-11 12:31:40,107 - mmaction - INFO - Epoch [18][140/627] lr: 6.000e-02, eta: 1 day, 2:12:04, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4638, top5_acc: 0.7087, loss_cls: 2.3461, loss: 2.3461, grad_norm: 2.2718 2020-09-11 12:32:02,239 - mmaction - INFO - Epoch [18][160/627] lr: 6.000e-02, eta: 1 day, 2:11:37, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.4716, top5_acc: 0.7090, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.3019 2020-09-11 12:32:24,451 - mmaction - INFO - Epoch [18][180/627] lr: 6.000e-02, eta: 1 day, 2:11:11, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.4599, top5_acc: 0.7048, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.3382 2020-09-11 12:32:46,686 - mmaction - INFO - Epoch [18][200/627] lr: 6.000e-02, eta: 1 day, 2:10:45, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.4690, top5_acc: 0.7064, loss_cls: 2.3553, loss: 2.3553, grad_norm: 2.3045 2020-09-11 12:33:08,943 - mmaction - INFO - Epoch [18][220/627] lr: 6.000e-02, eta: 1 day, 2:10:19, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.4647, top5_acc: 0.7065, loss_cls: 2.3729, loss: 2.3729, grad_norm: 2.2581 2020-09-11 12:33:31,202 - mmaction - INFO - Epoch [18][240/627] lr: 6.000e-02, eta: 1 day, 2:09:53, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.4608, top5_acc: 0.7105, loss_cls: 2.3629, loss: 2.3629, grad_norm: 2.2963 2020-09-11 12:33:53,449 - mmaction - INFO - Epoch [18][260/627] lr: 6.000e-02, eta: 1 day, 2:09:28, time: 1.118, data_time: 0.016, memory: 8471, top1_acc: 0.4607, top5_acc: 0.7036, loss_cls: 2.3687, loss: 2.3687, grad_norm: 2.3149 2020-09-11 12:34:15,683 - mmaction - INFO - Epoch [18][280/627] lr: 6.000e-02, eta: 1 day, 2:09:02, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.4628, top5_acc: 0.7062, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.3003 2020-09-11 12:34:37,864 - mmaction - INFO - Epoch [18][300/627] lr: 6.000e-02, eta: 1 day, 2:08:34, time: 1.103, data_time: 0.010, memory: 8471, top1_acc: 0.4734, top5_acc: 0.7052, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.2534 2020-09-11 12:35:00,061 - mmaction - INFO - Epoch [18][320/627] lr: 6.000e-02, eta: 1 day, 2:08:09, time: 1.115, data_time: 0.017, memory: 8471, top1_acc: 0.4650, top5_acc: 0.6958, loss_cls: 2.3773, loss: 2.3773, grad_norm: 2.3118 2020-09-11 12:35:22,239 - mmaction - INFO - Epoch [18][340/627] lr: 6.000e-02, eta: 1 day, 2:07:43, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.4613, top5_acc: 0.6993, loss_cls: 2.4013, loss: 2.4013, grad_norm: 2.3111 2020-09-11 12:35:44,581 - mmaction - INFO - Epoch [18][360/627] lr: 6.000e-02, eta: 1 day, 2:07:18, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.4576, top5_acc: 0.6995, loss_cls: 2.4102, loss: 2.4102, grad_norm: 2.3148 2020-09-11 12:36:06,816 - mmaction - INFO - Epoch [18][380/627] lr: 6.000e-02, eta: 1 day, 2:06:53, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.4667, top5_acc: 0.7133, loss_cls: 2.3456, loss: 2.3456, grad_norm: 2.2767 2020-09-11 12:36:29,016 - mmaction - INFO - Epoch [18][400/627] lr: 6.000e-02, eta: 1 day, 2:06:27, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.4641, top5_acc: 0.7052, loss_cls: 2.3609, loss: 2.3609, grad_norm: 2.3095 2020-09-11 12:36:51,314 - mmaction - INFO - Epoch [18][420/627] lr: 6.000e-02, eta: 1 day, 2:06:00, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.4681, top5_acc: 0.7051, loss_cls: 2.3673, loss: 2.3673, grad_norm: 2.2847 2020-09-11 12:37:13,425 - mmaction - INFO - Epoch [18][440/627] lr: 6.000e-02, eta: 1 day, 2:05:34, time: 1.105, data_time: 0.015, memory: 8471, top1_acc: 0.4694, top5_acc: 0.7039, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.2553 2020-09-11 12:37:35,554 - mmaction - INFO - Epoch [18][460/627] lr: 6.000e-02, eta: 1 day, 2:05:08, time: 1.115, data_time: 0.018, memory: 8471, top1_acc: 0.4676, top5_acc: 0.7038, loss_cls: 2.3578, loss: 2.3578, grad_norm: 2.2919 2020-09-11 12:37:57,864 - mmaction - INFO - Epoch [18][480/627] lr: 6.000e-02, eta: 1 day, 2:04:43, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.4522, top5_acc: 0.7042, loss_cls: 2.4026, loss: 2.4026, grad_norm: 2.2823 2020-09-11 12:38:20,175 - mmaction - INFO - Epoch [18][500/627] lr: 6.000e-02, eta: 1 day, 2:04:17, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.4622, top5_acc: 0.6995, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.3111 2020-09-11 12:38:42,448 - mmaction - INFO - Epoch [18][520/627] lr: 6.000e-02, eta: 1 day, 2:03:52, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.4633, top5_acc: 0.7095, loss_cls: 2.3605, loss: 2.3605, grad_norm: 2.2684 2020-09-11 12:39:04,626 - mmaction - INFO - Epoch [18][540/627] lr: 6.000e-02, eta: 1 day, 2:03:27, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.4682, top5_acc: 0.7046, loss_cls: 2.3545, loss: 2.3545, grad_norm: 2.2639 2020-09-11 12:39:26,900 - mmaction - INFO - Epoch [18][560/627] lr: 6.000e-02, eta: 1 day, 2:03:01, time: 1.112, data_time: 0.003, memory: 8471, top1_acc: 0.4549, top5_acc: 0.6969, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.2582 2020-09-11 12:39:49,137 - mmaction - INFO - Epoch [18][580/627] lr: 6.000e-02, eta: 1 day, 2:02:35, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.4587, top5_acc: 0.6898, loss_cls: 2.4114, loss: 2.4114, grad_norm: 2.3085 2020-09-11 12:40:11,476 - mmaction - INFO - Epoch [18][600/627] lr: 6.000e-02, eta: 1 day, 2:02:10, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.4655, top5_acc: 0.7059, loss_cls: 2.3635, loss: 2.3635, grad_norm: 2.2645 2020-09-11 12:40:33,713 - mmaction - INFO - Epoch [18][620/627] lr: 6.000e-02, eta: 1 day, 2:01:45, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.4613, top5_acc: 0.6992, loss_cls: 2.4054, loss: 2.4054, grad_norm: 2.3083 2020-09-11 12:41:14,585 - mmaction - INFO - Epoch [19][20/627] lr: 6.000e-02, eta: 1 day, 2:01:44, time: 1.732, data_time: 0.489, memory: 8471, top1_acc: 0.4702, top5_acc: 0.7092, loss_cls: 2.3468, loss: 2.3468, grad_norm: 2.2227 2020-09-11 12:41:36,819 - mmaction - INFO - Epoch [19][40/627] lr: 6.000e-02, eta: 1 day, 2:01:18, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.4686, top5_acc: 0.7092, loss_cls: 2.3367, loss: 2.3367, grad_norm: 2.2830 2020-09-11 12:41:59,077 - mmaction - INFO - Epoch [19][60/627] lr: 6.000e-02, eta: 1 day, 2:00:52, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.4602, top5_acc: 0.6995, loss_cls: 2.3675, loss: 2.3675, grad_norm: 2.3320 2020-09-11 12:42:21,329 - mmaction - INFO - Epoch [19][80/627] lr: 6.000e-02, eta: 1 day, 2:00:28, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.4768, top5_acc: 0.7113, loss_cls: 2.3409, loss: 2.3409, grad_norm: 2.2603 2020-09-11 12:42:43,630 - mmaction - INFO - Epoch [19][100/627] lr: 6.000e-02, eta: 1 day, 2:00:02, time: 1.113, data_time: 0.003, memory: 8471, top1_acc: 0.4680, top5_acc: 0.7064, loss_cls: 2.3665, loss: 2.3665, grad_norm: 2.2805 2020-09-11 12:43:06,027 - mmaction - INFO - Epoch [19][120/627] lr: 6.000e-02, eta: 1 day, 1:59:37, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.4777, top5_acc: 0.7065, loss_cls: 2.3416, loss: 2.3416, grad_norm: 2.3305 2020-09-11 12:43:28,369 - mmaction - INFO - Epoch [19][140/627] lr: 6.000e-02, eta: 1 day, 1:59:11, time: 1.112, data_time: 0.017, memory: 8471, top1_acc: 0.4628, top5_acc: 0.6984, loss_cls: 2.3740, loss: 2.3740, grad_norm: 2.3287 2020-09-11 12:43:50,560 - mmaction - INFO - Epoch [19][160/627] lr: 6.000e-02, eta: 1 day, 1:58:46, time: 1.116, data_time: 0.018, memory: 8471, top1_acc: 0.4559, top5_acc: 0.7004, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.2547 2020-09-11 12:44:12,913 - mmaction - INFO - Epoch [19][180/627] lr: 6.000e-02, eta: 1 day, 1:58:21, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.4678, top5_acc: 0.6997, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.2597 2020-09-11 12:44:35,040 - mmaction - INFO - Epoch [19][200/627] lr: 6.000e-02, eta: 1 day, 1:57:56, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.4812, top5_acc: 0.7103, loss_cls: 2.3182, loss: 2.3182, grad_norm: 2.2806 2020-09-11 12:44:57,312 - mmaction - INFO - Epoch [19][220/627] lr: 6.000e-02, eta: 1 day, 1:57:30, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.4663, top5_acc: 0.7085, loss_cls: 2.3397, loss: 2.3397, grad_norm: 2.2885 2020-09-11 12:45:19,545 - mmaction - INFO - Epoch [19][240/627] lr: 6.000e-02, eta: 1 day, 1:57:05, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.4612, top5_acc: 0.6971, loss_cls: 2.4043, loss: 2.4043, grad_norm: 2.3269 2020-09-11 12:45:41,792 - mmaction - INFO - Epoch [19][260/627] lr: 6.000e-02, eta: 1 day, 1:56:39, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.4607, top5_acc: 0.7005, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.2732 2020-09-11 12:46:04,184 - mmaction - INFO - Epoch [19][280/627] lr: 6.000e-02, eta: 1 day, 1:56:15, time: 1.120, data_time: 0.007, memory: 8471, top1_acc: 0.4733, top5_acc: 0.7095, loss_cls: 2.3396, loss: 2.3396, grad_norm: 2.2678 2020-09-11 12:46:26,548 - mmaction - INFO - Epoch [19][300/627] lr: 6.000e-02, eta: 1 day, 1:55:50, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.4702, top5_acc: 0.7125, loss_cls: 2.3444, loss: 2.3444, grad_norm: 2.2712 2020-09-11 12:46:48,800 - mmaction - INFO - Epoch [19][320/627] lr: 6.000e-02, eta: 1 day, 1:55:25, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.4717, top5_acc: 0.7074, loss_cls: 2.3422, loss: 2.3422, grad_norm: 2.2801 2020-09-11 12:47:11,038 - mmaction - INFO - Epoch [19][340/627] lr: 6.000e-02, eta: 1 day, 1:54:58, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.4690, top5_acc: 0.7033, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.2850 2020-09-11 12:47:33,303 - mmaction - INFO - Epoch [19][360/627] lr: 6.000e-02, eta: 1 day, 1:54:34, time: 1.123, data_time: 0.017, memory: 8471, top1_acc: 0.4750, top5_acc: 0.7199, loss_cls: 2.3135, loss: 2.3135, grad_norm: 2.2806 2020-09-11 12:47:55,665 - mmaction - INFO - Epoch [19][380/627] lr: 6.000e-02, eta: 1 day, 1:54:09, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.4714, top5_acc: 0.7189, loss_cls: 2.3184, loss: 2.3184, grad_norm: 2.2424 2020-09-11 12:48:17,880 - mmaction - INFO - Epoch [19][400/627] lr: 6.000e-02, eta: 1 day, 1:53:44, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.4711, top5_acc: 0.7095, loss_cls: 2.3467, loss: 2.3467, grad_norm: 2.2666 2020-09-11 12:48:40,150 - mmaction - INFO - Epoch [19][420/627] lr: 6.000e-02, eta: 1 day, 1:53:18, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4587, top5_acc: 0.6988, loss_cls: 2.3819, loss: 2.3819, grad_norm: 2.2945 2020-09-11 12:49:02,406 - mmaction - INFO - Epoch [19][440/627] lr: 6.000e-02, eta: 1 day, 1:52:53, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.4724, top5_acc: 0.7069, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.2470 2020-09-11 12:49:24,600 - mmaction - INFO - Epoch [19][460/627] lr: 6.000e-02, eta: 1 day, 1:52:27, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.4647, top5_acc: 0.7036, loss_cls: 2.3483, loss: 2.3483, grad_norm: 2.2551 2020-09-11 12:49:46,850 - mmaction - INFO - Epoch [19][480/627] lr: 6.000e-02, eta: 1 day, 1:52:02, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.4740, top5_acc: 0.7094, loss_cls: 2.3347, loss: 2.3347, grad_norm: 2.2305 2020-09-11 12:50:09,180 - mmaction - INFO - Epoch [19][500/627] lr: 6.000e-02, eta: 1 day, 1:51:37, time: 1.112, data_time: 0.003, memory: 8471, top1_acc: 0.4665, top5_acc: 0.7064, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.2785 2020-09-11 12:50:31,361 - mmaction - INFO - Epoch [19][520/627] lr: 6.000e-02, eta: 1 day, 1:51:10, time: 1.104, data_time: 0.009, memory: 8471, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.3989, loss: 2.3989, grad_norm: 2.2917 2020-09-11 12:50:53,705 - mmaction - INFO - Epoch [19][540/627] lr: 6.000e-02, eta: 1 day, 1:50:46, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.2553 2020-09-11 12:51:16,050 - mmaction - INFO - Epoch [19][560/627] lr: 6.000e-02, eta: 1 day, 1:50:22, time: 1.126, data_time: 0.019, memory: 8471, top1_acc: 0.4646, top5_acc: 0.7090, loss_cls: 2.3345, loss: 2.3345, grad_norm: 2.3287 2020-09-11 12:51:38,253 - mmaction - INFO - Epoch [19][580/627] lr: 6.000e-02, eta: 1 day, 1:49:56, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.4577, top5_acc: 0.6995, loss_cls: 2.3939, loss: 2.3939, grad_norm: 2.2777 2020-09-11 12:52:00,518 - mmaction - INFO - Epoch [19][600/627] lr: 6.000e-02, eta: 1 day, 1:49:31, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.4740, top5_acc: 0.7109, loss_cls: 2.3338, loss: 2.3338, grad_norm: 2.2351 2020-09-11 12:52:22,752 - mmaction - INFO - Epoch [19][620/627] lr: 6.000e-02, eta: 1 day, 1:49:06, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.4715, top5_acc: 0.7169, loss_cls: 2.3277, loss: 2.3277, grad_norm: 2.2634 2020-09-11 12:53:03,573 - mmaction - INFO - Epoch [20][20/627] lr: 6.000e-02, eta: 1 day, 1:49:03, time: 1.727, data_time: 0.446, memory: 8471, top1_acc: 0.4734, top5_acc: 0.7092, loss_cls: 2.3425, loss: 2.3425, grad_norm: 2.2925 2020-09-11 12:53:25,815 - mmaction - INFO - Epoch [20][40/627] lr: 6.000e-02, eta: 1 day, 1:48:37, time: 1.111, data_time: 0.014, memory: 8471, top1_acc: 0.4595, top5_acc: 0.7036, loss_cls: 2.3684, loss: 2.3684, grad_norm: 2.2791 2020-09-11 12:53:47,991 - mmaction - INFO - Epoch [20][60/627] lr: 6.000e-02, eta: 1 day, 1:48:11, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4639, top5_acc: 0.7038, loss_cls: 2.3557, loss: 2.3557, grad_norm: 2.2833 2020-09-11 12:54:10,230 - mmaction - INFO - Epoch [20][80/627] lr: 6.000e-02, eta: 1 day, 1:47:46, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.4755, top5_acc: 0.7182, loss_cls: 2.3019, loss: 2.3019, grad_norm: 2.2784 2020-09-11 12:54:32,459 - mmaction - INFO - Epoch [20][100/627] lr: 6.000e-02, eta: 1 day, 1:47:21, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.4710, top5_acc: 0.7151, loss_cls: 2.3308, loss: 2.3308, grad_norm: 2.2768 2020-09-11 12:54:54,653 - mmaction - INFO - Epoch [20][120/627] lr: 6.000e-02, eta: 1 day, 1:46:56, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.4732, top5_acc: 0.7100, loss_cls: 2.3233, loss: 2.3233, grad_norm: 2.2633 2020-09-11 12:55:16,867 - mmaction - INFO - Epoch [20][140/627] lr: 6.000e-02, eta: 1 day, 1:46:29, time: 1.105, data_time: 0.003, memory: 8471, top1_acc: 0.4736, top5_acc: 0.7060, loss_cls: 2.3191, loss: 2.3191, grad_norm: 2.3141 2020-09-11 12:55:39,071 - mmaction - INFO - Epoch [20][160/627] lr: 6.000e-02, eta: 1 day, 1:46:04, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.4707, top5_acc: 0.7012, loss_cls: 2.3449, loss: 2.3449, grad_norm: 2.2898 2020-09-11 12:56:01,494 - mmaction - INFO - Epoch [20][180/627] lr: 6.000e-02, eta: 1 day, 1:45:40, time: 1.120, data_time: 0.007, memory: 8471, top1_acc: 0.4770, top5_acc: 0.7092, loss_cls: 2.3278, loss: 2.3278, grad_norm: 2.2915 2020-09-11 12:56:23,754 - mmaction - INFO - Epoch [20][200/627] lr: 6.000e-02, eta: 1 day, 1:45:15, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.4674, top5_acc: 0.7104, loss_cls: 2.3014, loss: 2.3014, grad_norm: 2.2784 2020-09-11 12:56:45,898 - mmaction - INFO - Epoch [20][220/627] lr: 6.000e-02, eta: 1 day, 1:44:49, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.4669, top5_acc: 0.7072, loss_cls: 2.3231, loss: 2.3231, grad_norm: 2.2735 2020-09-11 12:57:08,133 - mmaction - INFO - Epoch [20][240/627] lr: 6.000e-02, eta: 1 day, 1:44:23, time: 1.108, data_time: 0.012, memory: 8471, top1_acc: 0.4632, top5_acc: 0.7074, loss_cls: 2.3349, loss: 2.3349, grad_norm: 2.3146 2020-09-11 12:57:30,379 - mmaction - INFO - Epoch [20][260/627] lr: 6.000e-02, eta: 1 day, 1:43:58, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.4842, top5_acc: 0.7128, loss_cls: 2.2797, loss: 2.2797, grad_norm: 2.2506 2020-09-11 12:57:52,569 - mmaction - INFO - Epoch [20][280/627] lr: 6.000e-02, eta: 1 day, 1:43:33, time: 1.113, data_time: 0.013, memory: 8471, top1_acc: 0.4750, top5_acc: 0.7197, loss_cls: 2.3145, loss: 2.3145, grad_norm: 2.2704 2020-09-11 12:58:14,784 - mmaction - INFO - Epoch [20][300/627] lr: 6.000e-02, eta: 1 day, 1:43:08, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4664, top5_acc: 0.7122, loss_cls: 2.3537, loss: 2.3537, grad_norm: 2.2916 2020-09-11 12:58:36,981 - mmaction - INFO - Epoch [20][320/627] lr: 6.000e-02, eta: 1 day, 1:42:42, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.4669, top5_acc: 0.7135, loss_cls: 2.3516, loss: 2.3516, grad_norm: 2.2808 2020-09-11 12:58:59,158 - mmaction - INFO - Epoch [20][340/627] lr: 6.000e-02, eta: 1 day, 1:42:16, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.4773, top5_acc: 0.7104, loss_cls: 2.3217, loss: 2.3217, grad_norm: 2.2825 2020-09-11 12:59:21,398 - mmaction - INFO - Epoch [20][360/627] lr: 6.000e-02, eta: 1 day, 1:41:51, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.4753, top5_acc: 0.7188, loss_cls: 2.2942, loss: 2.2942, grad_norm: 2.2918 2020-09-11 12:59:43,749 - mmaction - INFO - Epoch [20][380/627] lr: 6.000e-02, eta: 1 day, 1:41:26, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.4687, top5_acc: 0.7053, loss_cls: 2.3712, loss: 2.3712, grad_norm: 2.3047 2020-09-11 13:00:06,051 - mmaction - INFO - Epoch [20][400/627] lr: 6.000e-02, eta: 1 day, 1:41:01, time: 1.107, data_time: 0.010, memory: 8471, top1_acc: 0.4767, top5_acc: 0.7098, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.2688 2020-09-11 13:00:28,246 - mmaction - INFO - Epoch [20][420/627] lr: 6.000e-02, eta: 1 day, 1:40:36, time: 1.120, data_time: 0.017, memory: 8471, top1_acc: 0.4689, top5_acc: 0.7047, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.2936 2020-09-11 13:00:50,495 - mmaction - INFO - Epoch [20][440/627] lr: 6.000e-02, eta: 1 day, 1:40:11, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.4747, top5_acc: 0.7129, loss_cls: 2.3085, loss: 2.3085, grad_norm: 2.2668 2020-09-11 13:01:12,709 - mmaction - INFO - Epoch [20][460/627] lr: 6.000e-02, eta: 1 day, 1:39:46, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.4634, top5_acc: 0.6999, loss_cls: 2.3741, loss: 2.3741, grad_norm: 2.2722 2020-09-11 13:01:34,996 - mmaction - INFO - Epoch [20][480/627] lr: 6.000e-02, eta: 1 day, 1:39:21, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.4691, top5_acc: 0.7147, loss_cls: 2.3125, loss: 2.3125, grad_norm: 2.2751 2020-09-11 13:01:57,237 - mmaction - INFO - Epoch [20][500/627] lr: 6.000e-02, eta: 1 day, 1:38:56, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.4810, top5_acc: 0.7154, loss_cls: 2.3070, loss: 2.3070, grad_norm: 2.2188 2020-09-11 13:02:19,546 - mmaction - INFO - Epoch [20][520/627] lr: 6.000e-02, eta: 1 day, 1:38:31, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.4611, top5_acc: 0.7025, loss_cls: 2.3763, loss: 2.3763, grad_norm: 2.3003 2020-09-11 13:02:41,800 - mmaction - INFO - Epoch [20][540/627] lr: 6.000e-02, eta: 1 day, 1:38:06, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.4798, top5_acc: 0.7161, loss_cls: 2.3086, loss: 2.3086, grad_norm: 2.2751 2020-09-11 13:03:04,008 - mmaction - INFO - Epoch [20][560/627] lr: 6.000e-02, eta: 1 day, 1:37:41, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.4776, top5_acc: 0.7095, loss_cls: 2.3238, loss: 2.3238, grad_norm: 2.2397 2020-09-11 13:03:26,263 - mmaction - INFO - Epoch [20][580/627] lr: 6.000e-02, eta: 1 day, 1:37:15, time: 1.108, data_time: 0.013, memory: 8471, top1_acc: 0.4773, top5_acc: 0.7154, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.3006 2020-09-11 13:03:48,542 - mmaction - INFO - Epoch [20][600/627] lr: 6.000e-02, eta: 1 day, 1:36:50, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.4667, top5_acc: 0.7044, loss_cls: 2.3764, loss: 2.3764, grad_norm: 2.2762 2020-09-11 13:04:10,700 - mmaction - INFO - Epoch [20][620/627] lr: 6.000e-02, eta: 1 day, 1:36:26, time: 1.118, data_time: 0.018, memory: 8471, top1_acc: 0.4665, top5_acc: 0.7143, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.2458 2020-09-11 13:04:17,268 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-09-11 13:04:53,316 - mmaction - INFO - Epoch [21][20/627] lr: 6.000e-02, eta: 1 day, 1:36:28, time: 1.780, data_time: 0.604, memory: 8471, top1_acc: 0.4776, top5_acc: 0.7194, loss_cls: 2.2984, loss: 2.2984, grad_norm: 2.2911 2020-09-11 13:05:15,546 - mmaction - INFO - Epoch [21][40/627] lr: 6.000e-02, eta: 1 day, 1:36:02, time: 1.104, data_time: 0.008, memory: 8471, top1_acc: 0.4680, top5_acc: 0.7112, loss_cls: 2.3279, loss: 2.3279, grad_norm: 2.2813 2020-09-11 13:05:37,784 - mmaction - INFO - Epoch [21][60/627] lr: 6.000e-02, eta: 1 day, 1:35:37, time: 1.111, data_time: 0.014, memory: 8471, top1_acc: 0.4797, top5_acc: 0.7206, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.2859 2020-09-11 13:06:00,078 - mmaction - INFO - Epoch [21][80/627] lr: 6.000e-02, eta: 1 day, 1:35:13, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.4681, top5_acc: 0.7056, loss_cls: 2.3552, loss: 2.3552, grad_norm: 2.2859 2020-09-11 13:06:22,283 - mmaction - INFO - Epoch [21][100/627] lr: 6.000e-02, eta: 1 day, 1:34:48, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.4813, top5_acc: 0.7128, loss_cls: 2.3024, loss: 2.3024, grad_norm: 2.2544 2020-09-11 13:06:44,548 - mmaction - INFO - Epoch [21][120/627] lr: 6.000e-02, eta: 1 day, 1:34:22, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.4797, top5_acc: 0.7182, loss_cls: 2.2896, loss: 2.2896, grad_norm: 2.2337 2020-09-11 13:07:06,780 - mmaction - INFO - Epoch [21][140/627] lr: 6.000e-02, eta: 1 day, 1:33:58, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.4626, top5_acc: 0.7068, loss_cls: 2.3426, loss: 2.3426, grad_norm: 2.2721 2020-09-11 13:07:29,127 - mmaction - INFO - Epoch [21][160/627] lr: 6.000e-02, eta: 1 day, 1:33:33, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.4779, top5_acc: 0.7086, loss_cls: 2.3022, loss: 2.3022, grad_norm: 2.2447 2020-09-11 13:07:51,503 - mmaction - INFO - Epoch [21][180/627] lr: 6.000e-02, eta: 1 day, 1:33:08, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.4831, top5_acc: 0.7259, loss_cls: 2.2609, loss: 2.2609, grad_norm: 2.2494 2020-09-11 13:08:13,741 - mmaction - INFO - Epoch [21][200/627] lr: 6.000e-02, eta: 1 day, 1:32:44, time: 1.122, data_time: 0.021, memory: 8471, top1_acc: 0.4771, top5_acc: 0.7146, loss_cls: 2.3013, loss: 2.3013, grad_norm: 2.2642 2020-09-11 13:08:36,062 - mmaction - INFO - Epoch [21][220/627] lr: 6.000e-02, eta: 1 day, 1:32:20, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.4660, top5_acc: 0.7116, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.2965 2020-09-11 13:08:58,336 - mmaction - INFO - Epoch [21][240/627] lr: 6.000e-02, eta: 1 day, 1:31:55, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.4648, top5_acc: 0.7039, loss_cls: 2.3602, loss: 2.3602, grad_norm: 2.2980 2020-09-11 13:09:20,692 - mmaction - INFO - Epoch [21][260/627] lr: 6.000e-02, eta: 1 day, 1:31:30, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.4682, top5_acc: 0.7116, loss_cls: 2.3334, loss: 2.3334, grad_norm: 2.2723 2020-09-11 13:09:43,022 - mmaction - INFO - Epoch [21][280/627] lr: 6.000e-02, eta: 1 day, 1:31:05, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3286, loss: 2.3286, grad_norm: 2.2821 2020-09-11 13:10:05,309 - mmaction - INFO - Epoch [21][300/627] lr: 6.000e-02, eta: 1 day, 1:30:41, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.4730, top5_acc: 0.7164, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.2230 2020-09-11 13:10:27,574 - mmaction - INFO - Epoch [21][320/627] lr: 6.000e-02, eta: 1 day, 1:30:16, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.4747, top5_acc: 0.7079, loss_cls: 2.3384, loss: 2.3384, grad_norm: 2.2694 2020-09-11 13:10:49,901 - mmaction - INFO - Epoch [21][340/627] lr: 6.000e-02, eta: 1 day, 1:29:51, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.4660, top5_acc: 0.7120, loss_cls: 2.3403, loss: 2.3403, grad_norm: 2.3234 2020-09-11 13:11:12,175 - mmaction - INFO - Epoch [21][360/627] lr: 6.000e-02, eta: 1 day, 1:29:27, time: 1.122, data_time: 0.012, memory: 8471, top1_acc: 0.4798, top5_acc: 0.7103, loss_cls: 2.3175, loss: 2.3175, grad_norm: 2.2816 2020-09-11 13:11:34,349 - mmaction - INFO - Epoch [21][380/627] lr: 6.000e-02, eta: 1 day, 1:29:02, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.4753, top5_acc: 0.7068, loss_cls: 2.3318, loss: 2.3318, grad_norm: 2.2715 2020-09-11 13:11:56,617 - mmaction - INFO - Epoch [21][400/627] lr: 6.000e-02, eta: 1 day, 1:28:36, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.4802, top5_acc: 0.7254, loss_cls: 2.2571, loss: 2.2571, grad_norm: 2.2519 2020-09-11 13:12:18,909 - mmaction - INFO - Epoch [21][420/627] lr: 6.000e-02, eta: 1 day, 1:28:12, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.4755, top5_acc: 0.7124, loss_cls: 2.3264, loss: 2.3264, grad_norm: 2.2772 2020-09-11 13:12:41,117 - mmaction - INFO - Epoch [21][440/627] lr: 6.000e-02, eta: 1 day, 1:27:47, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.4746, top5_acc: 0.7182, loss_cls: 2.3110, loss: 2.3110, grad_norm: 2.2580 2020-09-11 13:13:03,337 - mmaction - INFO - Epoch [21][460/627] lr: 6.000e-02, eta: 1 day, 1:27:22, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.4849, top5_acc: 0.7159, loss_cls: 2.2817, loss: 2.2817, grad_norm: 2.2625 2020-09-11 13:13:25,720 - mmaction - INFO - Epoch [21][480/627] lr: 6.000e-02, eta: 1 day, 1:26:58, time: 1.123, data_time: 0.010, memory: 8471, top1_acc: 0.4777, top5_acc: 0.7120, loss_cls: 2.3141, loss: 2.3141, grad_norm: 2.2390 2020-09-11 13:13:47,989 - mmaction - INFO - Epoch [21][500/627] lr: 6.000e-02, eta: 1 day, 1:26:33, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.4721, top5_acc: 0.7158, loss_cls: 2.3097, loss: 2.3097, grad_norm: 2.2714 2020-09-11 13:14:10,224 - mmaction - INFO - Epoch [21][520/627] lr: 6.000e-02, eta: 1 day, 1:26:08, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4625, top5_acc: 0.7115, loss_cls: 2.3375, loss: 2.3375, grad_norm: 2.2754 2020-09-11 13:14:32,494 - mmaction - INFO - Epoch [21][540/627] lr: 6.000e-02, eta: 1 day, 1:25:44, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.4758, top5_acc: 0.7079, loss_cls: 2.3243, loss: 2.3243, grad_norm: 2.2899 2020-09-11 13:14:54,719 - mmaction - INFO - Epoch [21][560/627] lr: 6.000e-02, eta: 1 day, 1:25:18, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4776, top5_acc: 0.7154, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.3062 2020-09-11 13:15:17,042 - mmaction - INFO - Epoch [21][580/627] lr: 6.000e-02, eta: 1 day, 1:24:53, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.4810, top5_acc: 0.7124, loss_cls: 2.3137, loss: 2.3137, grad_norm: 2.2910 2020-09-11 13:15:39,217 - mmaction - INFO - Epoch [21][600/627] lr: 6.000e-02, eta: 1 day, 1:24:29, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.4708, top5_acc: 0.7112, loss_cls: 2.3348, loss: 2.3348, grad_norm: 2.2606 2020-09-11 13:16:01,536 - mmaction - INFO - Epoch [21][620/627] lr: 6.000e-02, eta: 1 day, 1:24:04, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.2649 2020-09-11 13:16:43,444 - mmaction - INFO - Epoch [22][20/627] lr: 6.000e-02, eta: 1 day, 1:24:05, time: 1.779, data_time: 0.548, memory: 8471, top1_acc: 0.4797, top5_acc: 0.7238, loss_cls: 2.2642, loss: 2.2642, grad_norm: 2.2834 2020-09-11 13:17:05,733 - mmaction - INFO - Epoch [22][40/627] lr: 6.000e-02, eta: 1 day, 1:23:41, time: 1.120, data_time: 0.016, memory: 8471, top1_acc: 0.4828, top5_acc: 0.7215, loss_cls: 2.2680, loss: 2.2680, grad_norm: 2.2637 2020-09-11 13:17:27,982 - mmaction - INFO - Epoch [22][60/627] lr: 6.000e-02, eta: 1 day, 1:23:16, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.4811, top5_acc: 0.7165, loss_cls: 2.2776, loss: 2.2776, grad_norm: 2.2687 2020-09-11 13:17:50,334 - mmaction - INFO - Epoch [22][80/627] lr: 6.000e-02, eta: 1 day, 1:22:52, time: 1.117, data_time: 0.016, memory: 8471, top1_acc: 0.4751, top5_acc: 0.7086, loss_cls: 2.3343, loss: 2.3343, grad_norm: 2.2743 2020-09-11 13:18:12,578 - mmaction - INFO - Epoch [22][100/627] lr: 6.000e-02, eta: 1 day, 1:22:27, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4687, top5_acc: 0.7100, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.3121 2020-09-11 13:18:34,836 - mmaction - INFO - Epoch [22][120/627] lr: 6.000e-02, eta: 1 day, 1:22:02, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.4773, top5_acc: 0.7243, loss_cls: 2.2831, loss: 2.2831, grad_norm: 2.2858 2020-09-11 13:18:57,082 - mmaction - INFO - Epoch [22][140/627] lr: 6.000e-02, eta: 1 day, 1:21:37, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.4776, top5_acc: 0.7158, loss_cls: 2.3070, loss: 2.3070, grad_norm: 2.2877 2020-09-11 13:19:19,297 - mmaction - INFO - Epoch [22][160/627] lr: 6.000e-02, eta: 1 day, 1:21:12, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.4853, top5_acc: 0.7171, loss_cls: 2.2868, loss: 2.2868, grad_norm: 2.2431 2020-09-11 13:19:41,594 - mmaction - INFO - Epoch [22][180/627] lr: 6.000e-02, eta: 1 day, 1:20:48, time: 1.122, data_time: 0.010, memory: 8471, top1_acc: 0.4699, top5_acc: 0.7118, loss_cls: 2.3344, loss: 2.3344, grad_norm: 2.3153 2020-09-11 13:20:03,913 - mmaction - INFO - Epoch [22][200/627] lr: 6.000e-02, eta: 1 day, 1:20:23, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.4801, top5_acc: 0.7151, loss_cls: 2.3144, loss: 2.3144, grad_norm: 2.2739 2020-09-11 13:20:26,142 - mmaction - INFO - Epoch [22][220/627] lr: 6.000e-02, eta: 1 day, 1:19:58, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.4725, top5_acc: 0.7156, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.2584 2020-09-11 13:20:48,384 - mmaction - INFO - Epoch [22][240/627] lr: 6.000e-02, eta: 1 day, 1:19:33, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.4812, top5_acc: 0.7199, loss_cls: 2.2808, loss: 2.2808, grad_norm: 2.2851 2020-09-11 13:21:10,714 - mmaction - INFO - Epoch [22][260/627] lr: 6.000e-02, eta: 1 day, 1:19:09, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.4801, top5_acc: 0.7236, loss_cls: 2.2675, loss: 2.2675, grad_norm: 2.2504 2020-09-11 13:21:32,871 - mmaction - INFO - Epoch [22][280/627] lr: 6.000e-02, eta: 1 day, 1:18:44, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.4733, top5_acc: 0.7172, loss_cls: 2.2889, loss: 2.2889, grad_norm: 2.2480 2020-09-11 13:21:55,074 - mmaction - INFO - Epoch [22][300/627] lr: 6.000e-02, eta: 1 day, 1:18:18, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.4807, top5_acc: 0.7173, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.2613 2020-09-11 13:22:17,302 - mmaction - INFO - Epoch [22][320/627] lr: 6.000e-02, eta: 1 day, 1:17:54, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.4788, top5_acc: 0.7174, loss_cls: 2.2894, loss: 2.2894, grad_norm: 2.2928 2020-09-11 13:22:39,595 - mmaction - INFO - Epoch [22][340/627] lr: 6.000e-02, eta: 1 day, 1:17:29, time: 1.112, data_time: 0.003, memory: 8471, top1_acc: 0.4798, top5_acc: 0.7138, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.3011 2020-09-11 13:23:01,813 - mmaction - INFO - Epoch [22][360/627] lr: 6.000e-02, eta: 1 day, 1:17:04, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.4906, top5_acc: 0.7215, loss_cls: 2.2566, loss: 2.2566, grad_norm: 2.2499 2020-09-11 13:23:24,122 - mmaction - INFO - Epoch [22][380/627] lr: 6.000e-02, eta: 1 day, 1:16:40, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.4792, top5_acc: 0.7121, loss_cls: 2.3061, loss: 2.3061, grad_norm: 2.2926 2020-09-11 13:23:46,371 - mmaction - INFO - Epoch [22][400/627] lr: 6.000e-02, eta: 1 day, 1:16:15, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.4803, top5_acc: 0.7181, loss_cls: 2.3050, loss: 2.3050, grad_norm: 2.2819 2020-09-11 13:24:08,684 - mmaction - INFO - Epoch [22][420/627] lr: 6.000e-02, eta: 1 day, 1:15:51, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.4885, top5_acc: 0.7275, loss_cls: 2.2364, loss: 2.2364, grad_norm: 2.2216 2020-09-11 13:24:30,993 - mmaction - INFO - Epoch [22][440/627] lr: 6.000e-02, eta: 1 day, 1:15:27, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.4727, top5_acc: 0.7066, loss_cls: 2.3200, loss: 2.3200, grad_norm: 2.2853 2020-09-11 13:24:53,376 - mmaction - INFO - Epoch [22][460/627] lr: 6.000e-02, eta: 1 day, 1:15:01, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.4764, top5_acc: 0.7152, loss_cls: 2.3160, loss: 2.3160, grad_norm: 2.2842 2020-09-11 13:25:15,712 - mmaction - INFO - Epoch [22][480/627] lr: 6.000e-02, eta: 1 day, 1:14:38, time: 1.127, data_time: 0.017, memory: 8471, top1_acc: 0.4656, top5_acc: 0.7004, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.2770 2020-09-11 13:25:37,934 - mmaction - INFO - Epoch [22][500/627] lr: 6.000e-02, eta: 1 day, 1:14:14, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.4720, top5_acc: 0.7118, loss_cls: 2.3202, loss: 2.3202, grad_norm: 2.2565 2020-09-11 13:26:00,249 - mmaction - INFO - Epoch [22][520/627] lr: 6.000e-02, eta: 1 day, 1:13:49, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.3080, loss: 2.3080, grad_norm: 2.2371 2020-09-11 13:26:22,710 - mmaction - INFO - Epoch [22][540/627] lr: 6.000e-02, eta: 1 day, 1:13:26, time: 1.122, data_time: 0.010, memory: 8471, top1_acc: 0.4840, top5_acc: 0.7125, loss_cls: 2.2930, loss: 2.2930, grad_norm: 2.2516 2020-09-11 13:26:45,036 - mmaction - INFO - Epoch [22][560/627] lr: 6.000e-02, eta: 1 day, 1:13:01, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.4802, top5_acc: 0.7171, loss_cls: 2.2872, loss: 2.2872, grad_norm: 2.3130 2020-09-11 13:27:07,299 - mmaction - INFO - Epoch [22][580/627] lr: 6.000e-02, eta: 1 day, 1:12:37, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.4775, top5_acc: 0.7195, loss_cls: 2.3126, loss: 2.3126, grad_norm: 2.3172 2020-09-11 13:27:29,710 - mmaction - INFO - Epoch [22][600/627] lr: 6.000e-02, eta: 1 day, 1:12:13, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.4828, top5_acc: 0.7126, loss_cls: 2.2896, loss: 2.2896, grad_norm: 2.2595 2020-09-11 13:27:51,944 - mmaction - INFO - Epoch [22][620/627] lr: 6.000e-02, eta: 1 day, 1:11:49, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.4734, top5_acc: 0.7176, loss_cls: 2.2934, loss: 2.2934, grad_norm: 2.2540 2020-09-11 13:29:02,882 - mmaction - INFO - Epoch [23][20/627] lr: 6.000e-02, eta: 1 day, 1:14:32, time: 3.198, data_time: 0.496, memory: 8471, top1_acc: 0.4862, top5_acc: 0.7243, loss_cls: 2.2487, loss: 2.2487, grad_norm: 2.2469 2020-09-11 13:29:25,100 - mmaction - INFO - Epoch [23][40/627] lr: 6.000e-02, eta: 1 day, 1:14:07, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4919, top5_acc: 0.7237, loss_cls: 2.2602, loss: 2.2602, grad_norm: 2.2447 2020-09-11 13:29:47,379 - mmaction - INFO - Epoch [23][60/627] lr: 6.000e-02, eta: 1 day, 1:13:42, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.4801, top5_acc: 0.7214, loss_cls: 2.2608, loss: 2.2608, grad_norm: 2.2716 2020-09-11 13:30:09,652 - mmaction - INFO - Epoch [23][80/627] lr: 6.000e-02, eta: 1 day, 1:13:17, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.4829, top5_acc: 0.7228, loss_cls: 2.2539, loss: 2.2539, grad_norm: 2.2772 2020-09-11 13:30:31,844 - mmaction - INFO - Epoch [23][100/627] lr: 6.000e-02, eta: 1 day, 1:12:52, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.4805, top5_acc: 0.7190, loss_cls: 2.2708, loss: 2.2708, grad_norm: 2.2445 2020-09-11 13:30:54,074 - mmaction - INFO - Epoch [23][120/627] lr: 6.000e-02, eta: 1 day, 1:12:26, time: 1.103, data_time: 0.008, memory: 8471, top1_acc: 0.4736, top5_acc: 0.7189, loss_cls: 2.2837, loss: 2.2837, grad_norm: 2.2596 2020-09-11 13:31:16,480 - mmaction - INFO - Epoch [23][140/627] lr: 6.000e-02, eta: 1 day, 1:12:02, time: 1.120, data_time: 0.014, memory: 8471, top1_acc: 0.4759, top5_acc: 0.7177, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.2886 2020-09-11 13:31:38,785 - mmaction - INFO - Epoch [23][160/627] lr: 6.000e-02, eta: 1 day, 1:11:38, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.4810, top5_acc: 0.7142, loss_cls: 2.3011, loss: 2.3011, grad_norm: 2.2945 2020-09-11 13:32:01,036 - mmaction - INFO - Epoch [23][180/627] lr: 6.000e-02, eta: 1 day, 1:11:13, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.4801, top5_acc: 0.7237, loss_cls: 2.2872, loss: 2.2872, grad_norm: 2.2931 2020-09-11 13:32:23,327 - mmaction - INFO - Epoch [23][200/627] lr: 6.000e-02, eta: 1 day, 1:10:49, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.4868, top5_acc: 0.7187, loss_cls: 2.2678, loss: 2.2678, grad_norm: 2.2785 2020-09-11 13:32:45,579 - mmaction - INFO - Epoch [23][220/627] lr: 6.000e-02, eta: 1 day, 1:10:24, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.4811, top5_acc: 0.7163, loss_cls: 2.2757, loss: 2.2757, grad_norm: 2.2806 2020-09-11 13:33:07,805 - mmaction - INFO - Epoch [23][240/627] lr: 6.000e-02, eta: 1 day, 1:09:59, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.4783, top5_acc: 0.7181, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.3079 2020-09-11 13:33:30,030 - mmaction - INFO - Epoch [23][260/627] lr: 6.000e-02, eta: 1 day, 1:09:34, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.4796, top5_acc: 0.7146, loss_cls: 2.2792, loss: 2.2792, grad_norm: 2.2586 2020-09-11 13:33:52,201 - mmaction - INFO - Epoch [23][280/627] lr: 6.000e-02, eta: 1 day, 1:09:09, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.4895, top5_acc: 0.7194, loss_cls: 2.2587, loss: 2.2587, grad_norm: 2.2918 2020-09-11 13:34:14,431 - mmaction - INFO - Epoch [23][300/627] lr: 6.000e-02, eta: 1 day, 1:08:43, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4794, top5_acc: 0.7161, loss_cls: 2.3015, loss: 2.3015, grad_norm: 2.2764 2020-09-11 13:34:36,701 - mmaction - INFO - Epoch [23][320/627] lr: 6.000e-02, eta: 1 day, 1:08:19, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.4792, top5_acc: 0.7182, loss_cls: 2.2793, loss: 2.2793, grad_norm: 2.2455 2020-09-11 13:34:58,904 - mmaction - INFO - Epoch [23][340/627] lr: 6.000e-02, eta: 1 day, 1:07:54, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.4816, top5_acc: 0.7159, loss_cls: 2.3014, loss: 2.3014, grad_norm: 2.3085 2020-09-11 13:35:21,202 - mmaction - INFO - Epoch [23][360/627] lr: 6.000e-02, eta: 1 day, 1:07:29, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.4803, top5_acc: 0.7164, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.2618 2020-09-11 13:35:43,468 - mmaction - INFO - Epoch [23][380/627] lr: 6.000e-02, eta: 1 day, 1:07:04, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.4757, top5_acc: 0.7147, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.3077 2020-09-11 13:36:05,670 - mmaction - INFO - Epoch [23][400/627] lr: 6.000e-02, eta: 1 day, 1:06:39, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.4801, top5_acc: 0.7188, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.3195 2020-09-11 13:36:27,990 - mmaction - INFO - Epoch [23][420/627] lr: 6.000e-02, eta: 1 day, 1:06:15, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.4784, top5_acc: 0.7220, loss_cls: 2.2800, loss: 2.2800, grad_norm: 2.2841 2020-09-11 13:36:50,179 - mmaction - INFO - Epoch [23][440/627] lr: 6.000e-02, eta: 1 day, 1:05:50, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.4879, top5_acc: 0.7064, loss_cls: 2.2931, loss: 2.2931, grad_norm: 2.2430 2020-09-11 13:37:12,537 - mmaction - INFO - Epoch [23][460/627] lr: 6.000e-02, eta: 1 day, 1:05:25, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.4779, top5_acc: 0.7160, loss_cls: 2.2867, loss: 2.2867, grad_norm: 2.2686 2020-09-11 13:37:34,770 - mmaction - INFO - Epoch [23][480/627] lr: 6.000e-02, eta: 1 day, 1:05:00, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.4757, top5_acc: 0.7134, loss_cls: 2.3260, loss: 2.3260, grad_norm: 2.2586 2020-09-11 13:37:57,119 - mmaction - INFO - Epoch [23][500/627] lr: 6.000e-02, eta: 1 day, 1:04:35, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.4818, top5_acc: 0.7124, loss_cls: 2.3121, loss: 2.3121, grad_norm: 2.2558 2020-09-11 13:38:19,393 - mmaction - INFO - Epoch [23][520/627] lr: 6.000e-02, eta: 1 day, 1:04:11, time: 1.121, data_time: 0.016, memory: 8471, top1_acc: 0.4792, top5_acc: 0.7160, loss_cls: 2.3056, loss: 2.3056, grad_norm: 2.2820 2020-09-11 13:38:41,679 - mmaction - INFO - Epoch [23][540/627] lr: 6.000e-02, eta: 1 day, 1:03:47, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.4777, top5_acc: 0.7146, loss_cls: 2.2950, loss: 2.2950, grad_norm: 2.2724 2020-09-11 13:39:03,948 - mmaction - INFO - Epoch [23][560/627] lr: 6.000e-02, eta: 1 day, 1:03:21, time: 1.102, data_time: 0.004, memory: 8471, top1_acc: 0.4809, top5_acc: 0.7178, loss_cls: 2.2980, loss: 2.2980, grad_norm: 2.2478 2020-09-11 13:39:26,287 - mmaction - INFO - Epoch [23][580/627] lr: 6.000e-02, eta: 1 day, 1:02:58, time: 1.124, data_time: 0.015, memory: 8471, top1_acc: 0.4909, top5_acc: 0.7225, loss_cls: 2.2583, loss: 2.2583, grad_norm: 2.2545 2020-09-11 13:39:48,515 - mmaction - INFO - Epoch [23][600/627] lr: 6.000e-02, eta: 1 day, 1:02:32, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4721, top5_acc: 0.7193, loss_cls: 2.3073, loss: 2.3073, grad_norm: 2.3084 2020-09-11 13:40:10,826 - mmaction - INFO - Epoch [23][620/627] lr: 6.000e-02, eta: 1 day, 1:02:07, time: 1.111, data_time: 0.014, memory: 8471, top1_acc: 0.4931, top5_acc: 0.7174, loss_cls: 2.2656, loss: 2.2656, grad_norm: 2.2676 2020-09-11 13:40:51,439 - mmaction - INFO - Epoch [24][20/627] lr: 6.000e-02, eta: 1 day, 1:01:58, time: 1.721, data_time: 0.531, memory: 8471, top1_acc: 0.4896, top5_acc: 0.7275, loss_cls: 2.2297, loss: 2.2297, grad_norm: 2.2805 2020-09-11 13:41:13,643 - mmaction - INFO - Epoch [24][40/627] lr: 6.000e-02, eta: 1 day, 1:01:33, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.4892, top5_acc: 0.7228, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.2675 2020-09-11 13:41:35,869 - mmaction - INFO - Epoch [24][60/627] lr: 6.000e-02, eta: 1 day, 1:01:08, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.4818, top5_acc: 0.7118, loss_cls: 2.3027, loss: 2.3027, grad_norm: 2.2687 2020-09-11 13:41:58,045 - mmaction - INFO - Epoch [24][80/627] lr: 6.000e-02, eta: 1 day, 1:00:43, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.4854, top5_acc: 0.7187, loss_cls: 2.2816, loss: 2.2816, grad_norm: 2.2312 2020-09-11 13:42:20,308 - mmaction - INFO - Epoch [24][100/627] lr: 6.000e-02, eta: 1 day, 1:00:18, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.4884, top5_acc: 0.7228, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.2647 2020-09-11 13:42:42,507 - mmaction - INFO - Epoch [24][120/627] lr: 6.000e-02, eta: 1 day, 0:59:53, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4783, top5_acc: 0.7208, loss_cls: 2.2572, loss: 2.2572, grad_norm: 2.2959 2020-09-11 13:43:04,700 - mmaction - INFO - Epoch [24][140/627] lr: 6.000e-02, eta: 1 day, 0:59:28, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.4759, top5_acc: 0.7174, loss_cls: 2.3045, loss: 2.3045, grad_norm: 2.2821 2020-09-11 13:43:26,830 - mmaction - INFO - Epoch [24][160/627] lr: 6.000e-02, eta: 1 day, 0:59:03, time: 1.104, data_time: 0.002, memory: 8471, top1_acc: 0.4953, top5_acc: 0.7240, loss_cls: 2.2572, loss: 2.2572, grad_norm: 2.2330 2020-09-11 13:43:49,162 - mmaction - INFO - Epoch [24][180/627] lr: 6.000e-02, eta: 1 day, 0:58:38, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.4888, top5_acc: 0.7221, loss_cls: 2.2625, loss: 2.2625, grad_norm: 2.2826 2020-09-11 13:44:11,452 - mmaction - INFO - Epoch [24][200/627] lr: 6.000e-02, eta: 1 day, 0:58:13, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.4729, top5_acc: 0.7113, loss_cls: 2.3255, loss: 2.3255, grad_norm: 2.3416 2020-09-11 13:44:33,782 - mmaction - INFO - Epoch [24][220/627] lr: 6.000e-02, eta: 1 day, 0:57:49, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.4848, top5_acc: 0.7220, loss_cls: 2.2606, loss: 2.2606, grad_norm: 2.2825 2020-09-11 13:44:55,925 - mmaction - INFO - Epoch [24][240/627] lr: 6.000e-02, eta: 1 day, 0:57:24, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.4812, top5_acc: 0.7141, loss_cls: 2.2824, loss: 2.2824, grad_norm: 2.2671 2020-09-11 13:45:18,116 - mmaction - INFO - Epoch [24][260/627] lr: 6.000e-02, eta: 1 day, 0:56:59, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.4807, top5_acc: 0.7242, loss_cls: 2.2565, loss: 2.2565, grad_norm: 2.2670 2020-09-11 13:45:40,386 - mmaction - INFO - Epoch [24][280/627] lr: 6.000e-02, eta: 1 day, 0:56:34, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.4884, top5_acc: 0.7245, loss_cls: 2.2413, loss: 2.2413, grad_norm: 2.2656 2020-09-11 13:46:02,703 - mmaction - INFO - Epoch [24][300/627] lr: 6.000e-02, eta: 1 day, 0:56:09, time: 1.111, data_time: 0.018, memory: 8471, top1_acc: 0.4729, top5_acc: 0.7133, loss_cls: 2.3329, loss: 2.3329, grad_norm: 2.2904 2020-09-11 13:46:24,950 - mmaction - INFO - Epoch [24][320/627] lr: 6.000e-02, eta: 1 day, 0:55:45, time: 1.118, data_time: 0.018, memory: 8471, top1_acc: 0.4798, top5_acc: 0.7227, loss_cls: 2.2534, loss: 2.2534, grad_norm: 2.2498 2020-09-11 13:46:47,232 - mmaction - INFO - Epoch [24][340/627] lr: 6.000e-02, eta: 1 day, 0:55:21, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.4792, top5_acc: 0.7172, loss_cls: 2.2853, loss: 2.2853, grad_norm: 2.2789 2020-09-11 13:47:09,577 - mmaction - INFO - Epoch [24][360/627] lr: 6.000e-02, eta: 1 day, 0:54:57, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.4889, top5_acc: 0.7251, loss_cls: 2.2512, loss: 2.2512, grad_norm: 2.2649 2020-09-11 13:47:31,854 - mmaction - INFO - Epoch [24][380/627] lr: 6.000e-02, eta: 1 day, 0:54:32, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.4816, top5_acc: 0.7255, loss_cls: 2.2457, loss: 2.2457, grad_norm: 2.2453 2020-09-11 13:47:53,986 - mmaction - INFO - Epoch [24][400/627] lr: 6.000e-02, eta: 1 day, 0:54:07, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.4780, top5_acc: 0.7154, loss_cls: 2.2977, loss: 2.2977, grad_norm: 2.3011 2020-09-11 13:48:16,222 - mmaction - INFO - Epoch [24][420/627] lr: 6.000e-02, eta: 1 day, 0:53:41, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.4863, top5_acc: 0.7219, loss_cls: 2.2597, loss: 2.2597, grad_norm: 2.3068 2020-09-11 13:48:38,361 - mmaction - INFO - Epoch [24][440/627] lr: 6.000e-02, eta: 1 day, 0:53:17, time: 1.115, data_time: 0.016, memory: 8471, top1_acc: 0.4786, top5_acc: 0.7161, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.2707 2020-09-11 13:49:00,526 - mmaction - INFO - Epoch [24][460/627] lr: 6.000e-02, eta: 1 day, 0:52:52, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.4983, top5_acc: 0.7266, loss_cls: 2.2108, loss: 2.2108, grad_norm: 2.2130 2020-09-11 13:49:22,659 - mmaction - INFO - Epoch [24][480/627] lr: 6.000e-02, eta: 1 day, 0:52:27, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4882, top5_acc: 0.7236, loss_cls: 2.2547, loss: 2.2547, grad_norm: 2.2732 2020-09-11 13:49:44,772 - mmaction - INFO - Epoch [24][500/627] lr: 6.000e-02, eta: 1 day, 0:52:01, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.4768, top5_acc: 0.7250, loss_cls: 2.2524, loss: 2.2524, grad_norm: 2.2626 2020-09-11 13:50:07,052 - mmaction - INFO - Epoch [24][520/627] lr: 6.000e-02, eta: 1 day, 0:51:37, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.4818, top5_acc: 0.7129, loss_cls: 2.3125, loss: 2.3125, grad_norm: 2.2672 2020-09-11 13:50:29,243 - mmaction - INFO - Epoch [24][540/627] lr: 6.000e-02, eta: 1 day, 0:51:12, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.4771, top5_acc: 0.7160, loss_cls: 2.2982, loss: 2.2982, grad_norm: 2.2777 2020-09-11 13:50:51,573 - mmaction - INFO - Epoch [24][560/627] lr: 6.000e-02, eta: 1 day, 0:50:47, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.4879, top5_acc: 0.7233, loss_cls: 2.2579, loss: 2.2579, grad_norm: 2.2781 2020-09-11 13:51:13,833 - mmaction - INFO - Epoch [24][580/627] lr: 6.000e-02, eta: 1 day, 0:50:23, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.4771, top5_acc: 0.7215, loss_cls: 2.2907, loss: 2.2907, grad_norm: 2.2980 2020-09-11 13:51:36,040 - mmaction - INFO - Epoch [24][600/627] lr: 6.000e-02, eta: 1 day, 0:49:58, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.4824, top5_acc: 0.7220, loss_cls: 2.2946, loss: 2.2946, grad_norm: 2.2875 2020-09-11 13:51:58,286 - mmaction - INFO - Epoch [24][620/627] lr: 6.000e-02, eta: 1 day, 0:49:34, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.4862, top5_acc: 0.7158, loss_cls: 2.2778, loss: 2.2778, grad_norm: 2.2345 2020-09-11 13:52:38,654 - mmaction - INFO - Epoch [25][20/627] lr: 6.000e-02, eta: 1 day, 0:49:22, time: 1.701, data_time: 0.451, memory: 8471, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.3253 2020-09-11 13:53:00,898 - mmaction - INFO - Epoch [25][40/627] lr: 6.000e-02, eta: 1 day, 0:48:57, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.4879, top5_acc: 0.7164, loss_cls: 2.2790, loss: 2.2790, grad_norm: 2.2698 2020-09-11 13:53:23,218 - mmaction - INFO - Epoch [25][60/627] lr: 6.000e-02, eta: 1 day, 0:48:33, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.4892, top5_acc: 0.7216, loss_cls: 2.2432, loss: 2.2432, grad_norm: 2.2529 2020-09-11 13:53:45,561 - mmaction - INFO - Epoch [25][80/627] lr: 6.000e-02, eta: 1 day, 0:48:08, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.4857, top5_acc: 0.7156, loss_cls: 2.2626, loss: 2.2626, grad_norm: 2.3291 2020-09-11 13:54:07,809 - mmaction - INFO - Epoch [25][100/627] lr: 6.000e-02, eta: 1 day, 0:47:44, time: 1.120, data_time: 0.020, memory: 8471, top1_acc: 0.4806, top5_acc: 0.7230, loss_cls: 2.2487, loss: 2.2487, grad_norm: 2.2738 2020-09-11 13:54:30,104 - mmaction - INFO - Epoch [25][120/627] lr: 6.000e-02, eta: 1 day, 0:47:20, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.4918, top5_acc: 0.7277, loss_cls: 2.2238, loss: 2.2238, grad_norm: 2.2454 2020-09-11 13:54:52,359 - mmaction - INFO - Epoch [25][140/627] lr: 6.000e-02, eta: 1 day, 0:46:55, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.4862, top5_acc: 0.7187, loss_cls: 2.2677, loss: 2.2677, grad_norm: 2.2637 2020-09-11 13:55:14,834 - mmaction - INFO - Epoch [25][160/627] lr: 6.000e-02, eta: 1 day, 0:46:32, time: 1.123, data_time: 0.005, memory: 8471, top1_acc: 0.4974, top5_acc: 0.7365, loss_cls: 2.2201, loss: 2.2201, grad_norm: 2.3144 2020-09-11 13:55:37,077 - mmaction - INFO - Epoch [25][180/627] lr: 6.000e-02, eta: 1 day, 0:46:07, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.4719, top5_acc: 0.7113, loss_cls: 2.3021, loss: 2.3021, grad_norm: 2.2859 2020-09-11 13:55:59,388 - mmaction - INFO - Epoch [25][200/627] lr: 6.000e-02, eta: 1 day, 0:45:43, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4885, top5_acc: 0.7223, loss_cls: 2.2457, loss: 2.2457, grad_norm: 2.2220 2020-09-11 13:56:21,739 - mmaction - INFO - Epoch [25][220/627] lr: 6.000e-02, eta: 1 day, 0:45:19, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.4831, top5_acc: 0.7254, loss_cls: 2.2558, loss: 2.2558, grad_norm: 2.2907 2020-09-11 13:56:43,961 - mmaction - INFO - Epoch [25][240/627] lr: 6.000e-02, eta: 1 day, 0:44:54, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.4819, top5_acc: 0.7202, loss_cls: 2.2671, loss: 2.2671, grad_norm: 2.2569 2020-09-11 13:57:06,231 - mmaction - INFO - Epoch [25][260/627] lr: 6.000e-02, eta: 1 day, 0:44:30, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.4915, top5_acc: 0.7204, loss_cls: 2.2614, loss: 2.2614, grad_norm: 2.2812 2020-09-11 13:57:28,440 - mmaction - INFO - Epoch [25][280/627] lr: 6.000e-02, eta: 1 day, 0:44:05, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.4760, top5_acc: 0.7203, loss_cls: 2.2788, loss: 2.2788, grad_norm: 2.2578 2020-09-11 13:57:50,722 - mmaction - INFO - Epoch [25][300/627] lr: 6.000e-02, eta: 1 day, 0:43:40, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.4911, top5_acc: 0.7198, loss_cls: 2.2402, loss: 2.2402, grad_norm: 2.2337 2020-09-11 13:58:13,065 - mmaction - INFO - Epoch [25][320/627] lr: 6.000e-02, eta: 1 day, 0:43:17, time: 1.127, data_time: 0.015, memory: 8471, top1_acc: 0.4844, top5_acc: 0.7181, loss_cls: 2.2809, loss: 2.2809, grad_norm: 2.2729 2020-09-11 13:58:35,309 - mmaction - INFO - Epoch [25][340/627] lr: 6.000e-02, eta: 1 day, 0:42:52, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.4836, top5_acc: 0.7185, loss_cls: 2.2796, loss: 2.2796, grad_norm: 2.3080 2020-09-11 13:58:57,584 - mmaction - INFO - Epoch [25][360/627] lr: 6.000e-02, eta: 1 day, 0:42:27, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.4845, top5_acc: 0.7307, loss_cls: 2.2516, loss: 2.2516, grad_norm: 2.3138 2020-09-11 13:59:19,838 - mmaction - INFO - Epoch [25][380/627] lr: 6.000e-02, eta: 1 day, 0:42:03, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.4887, top5_acc: 0.7232, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.2929 2020-09-11 13:59:42,067 - mmaction - INFO - Epoch [25][400/627] lr: 6.000e-02, eta: 1 day, 0:41:38, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.4799, top5_acc: 0.7195, loss_cls: 2.2783, loss: 2.2783, grad_norm: 2.2643 2020-09-11 14:00:05,118 - mmaction - INFO - Epoch [25][420/627] lr: 6.000e-02, eta: 1 day, 0:41:18, time: 1.149, data_time: 0.013, memory: 8471, top1_acc: 0.4797, top5_acc: 0.7186, loss_cls: 2.2801, loss: 2.2801, grad_norm: 2.2923 2020-09-11 14:00:27,707 - mmaction - INFO - Epoch [25][440/627] lr: 6.000e-02, eta: 1 day, 0:40:56, time: 1.137, data_time: 0.033, memory: 8471, top1_acc: 0.4884, top5_acc: 0.7296, loss_cls: 2.2562, loss: 2.2562, grad_norm: 2.2485 2020-09-11 14:00:49,959 - mmaction - INFO - Epoch [25][460/627] lr: 6.000e-02, eta: 1 day, 0:40:30, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.4833, top5_acc: 0.7165, loss_cls: 2.2819, loss: 2.2819, grad_norm: 2.2553 2020-09-11 14:01:12,111 - mmaction - INFO - Epoch [25][480/627] lr: 6.000e-02, eta: 1 day, 0:40:06, time: 1.115, data_time: 0.014, memory: 8471, top1_acc: 0.4814, top5_acc: 0.7082, loss_cls: 2.2942, loss: 2.2942, grad_norm: 2.2733 2020-09-11 14:01:34,347 - mmaction - INFO - Epoch [25][500/627] lr: 6.000e-02, eta: 1 day, 0:39:41, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.4855, top5_acc: 0.7267, loss_cls: 2.2580, loss: 2.2580, grad_norm: 2.2445 2020-09-11 14:01:56,607 - mmaction - INFO - Epoch [25][520/627] lr: 6.000e-02, eta: 1 day, 0:39:17, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.4917, top5_acc: 0.7184, loss_cls: 2.2647, loss: 2.2647, grad_norm: 2.2734 2020-09-11 14:02:18,867 - mmaction - INFO - Epoch [25][540/627] lr: 6.000e-02, eta: 1 day, 0:38:53, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4906, top5_acc: 0.7254, loss_cls: 2.2506, loss: 2.2506, grad_norm: 2.2563 2020-09-11 14:02:41,111 - mmaction - INFO - Epoch [25][560/627] lr: 6.000e-02, eta: 1 day, 0:38:28, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.4806, top5_acc: 0.7130, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.2716 2020-09-11 14:03:03,338 - mmaction - INFO - Epoch [25][580/627] lr: 6.000e-02, eta: 1 day, 0:38:03, time: 1.110, data_time: 0.016, memory: 8471, top1_acc: 0.4839, top5_acc: 0.7176, loss_cls: 2.2784, loss: 2.2784, grad_norm: 2.2549 2020-09-11 14:03:25,633 - mmaction - INFO - Epoch [25][600/627] lr: 6.000e-02, eta: 1 day, 0:37:39, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.4870, top5_acc: 0.7220, loss_cls: 2.2463, loss: 2.2463, grad_norm: 2.2918 2020-09-11 14:03:47,840 - mmaction - INFO - Epoch [25][620/627] lr: 6.000e-02, eta: 1 day, 0:37:14, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4785, top5_acc: 0.7184, loss_cls: 2.3003, loss: 2.3003, grad_norm: 2.2948 2020-09-11 14:04:09,399 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-09-11 14:05:14,970 - mmaction - INFO - Epoch [26][20/627] lr: 6.000e-02, eta: 1 day, 0:39:35, time: 3.238, data_time: 2.067, memory: 8471, top1_acc: 0.4819, top5_acc: 0.7264, loss_cls: 2.2422, loss: 2.2422, grad_norm: 2.2931 2020-09-11 14:05:37,103 - mmaction - INFO - Epoch [26][40/627] lr: 6.000e-02, eta: 1 day, 0:39:10, time: 1.112, data_time: 0.016, memory: 8471, top1_acc: 0.4885, top5_acc: 0.7152, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.2639 2020-09-11 14:05:59,239 - mmaction - INFO - Epoch [26][60/627] lr: 6.000e-02, eta: 1 day, 0:38:45, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.4930, top5_acc: 0.7357, loss_cls: 2.1847, loss: 2.1847, grad_norm: 2.2689 2020-09-11 14:06:21,368 - mmaction - INFO - Epoch [26][80/627] lr: 6.000e-02, eta: 1 day, 0:38:19, time: 1.101, data_time: 0.005, memory: 8471, top1_acc: 0.4844, top5_acc: 0.7194, loss_cls: 2.2617, loss: 2.2617, grad_norm: 2.2931 2020-09-11 14:06:43,476 - mmaction - INFO - Epoch [26][100/627] lr: 6.000e-02, eta: 1 day, 0:37:54, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.4884, top5_acc: 0.7289, loss_cls: 2.2580, loss: 2.2580, grad_norm: 2.2895 2020-09-11 14:07:05,739 - mmaction - INFO - Epoch [26][120/627] lr: 6.000e-02, eta: 1 day, 0:37:29, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.4831, top5_acc: 0.7283, loss_cls: 2.2321, loss: 2.2321, grad_norm: 2.2479 2020-09-11 14:07:27,873 - mmaction - INFO - Epoch [26][140/627] lr: 6.000e-02, eta: 1 day, 0:37:04, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.4849, top5_acc: 0.7232, loss_cls: 2.2427, loss: 2.2427, grad_norm: 2.2875 2020-09-11 14:07:50,100 - mmaction - INFO - Epoch [26][160/627] lr: 6.000e-02, eta: 1 day, 0:36:39, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.4913, top5_acc: 0.7230, loss_cls: 2.2553, loss: 2.2553, grad_norm: 2.2799 2020-09-11 14:08:12,437 - mmaction - INFO - Epoch [26][180/627] lr: 6.000e-02, eta: 1 day, 0:36:15, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.4952, top5_acc: 0.7243, loss_cls: 2.2342, loss: 2.2342, grad_norm: 2.2419 2020-09-11 14:08:34,629 - mmaction - INFO - Epoch [26][200/627] lr: 6.000e-02, eta: 1 day, 0:35:50, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.4872, top5_acc: 0.7195, loss_cls: 2.2622, loss: 2.2622, grad_norm: 2.3116 2020-09-11 14:08:56,877 - mmaction - INFO - Epoch [26][220/627] lr: 6.000e-02, eta: 1 day, 0:35:26, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.4969, top5_acc: 0.7272, loss_cls: 2.2176, loss: 2.2176, grad_norm: 2.2568 2020-09-11 14:09:19,111 - mmaction - INFO - Epoch [26][240/627] lr: 6.000e-02, eta: 1 day, 0:35:01, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.4949, top5_acc: 0.7288, loss_cls: 2.2307, loss: 2.2307, grad_norm: 2.2593 2020-09-11 14:09:41,400 - mmaction - INFO - Epoch [26][260/627] lr: 6.000e-02, eta: 1 day, 0:34:36, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.4887, top5_acc: 0.7216, loss_cls: 2.2572, loss: 2.2572, grad_norm: 2.2814 2020-09-11 14:10:03,716 - mmaction - INFO - Epoch [26][280/627] lr: 6.000e-02, eta: 1 day, 0:34:12, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.4876, top5_acc: 0.7189, loss_cls: 2.2561, loss: 2.2561, grad_norm: 2.2640 2020-09-11 14:10:25,959 - mmaction - INFO - Epoch [26][300/627] lr: 6.000e-02, eta: 1 day, 0:33:48, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.4883, top5_acc: 0.7228, loss_cls: 2.2531, loss: 2.2531, grad_norm: 2.2601 2020-09-11 14:10:48,172 - mmaction - INFO - Epoch [26][320/627] lr: 6.000e-02, eta: 1 day, 0:33:23, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4952, top5_acc: 0.7254, loss_cls: 2.2125, loss: 2.2125, grad_norm: 2.2674 2020-09-11 14:11:10,520 - mmaction - INFO - Epoch [26][340/627] lr: 6.000e-02, eta: 1 day, 0:32:58, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.4859, top5_acc: 0.7245, loss_cls: 2.2584, loss: 2.2584, grad_norm: 2.2900 2020-09-11 14:11:32,743 - mmaction - INFO - Epoch [26][360/627] lr: 6.000e-02, eta: 1 day, 0:32:34, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.4822, top5_acc: 0.7241, loss_cls: 2.2748, loss: 2.2748, grad_norm: 2.3137 2020-09-11 14:11:54,982 - mmaction - INFO - Epoch [26][380/627] lr: 6.000e-02, eta: 1 day, 0:32:09, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.4822, top5_acc: 0.7207, loss_cls: 2.2746, loss: 2.2746, grad_norm: 2.3135 2020-09-11 14:12:17,258 - mmaction - INFO - Epoch [26][400/627] lr: 6.000e-02, eta: 1 day, 0:31:45, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.4854, top5_acc: 0.7219, loss_cls: 2.2849, loss: 2.2849, grad_norm: 2.2910 2020-09-11 14:12:39,436 - mmaction - INFO - Epoch [26][420/627] lr: 6.000e-02, eta: 1 day, 0:31:19, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.4687, top5_acc: 0.7154, loss_cls: 2.3310, loss: 2.3310, grad_norm: 2.3155 2020-09-11 14:13:01,712 - mmaction - INFO - Epoch [26][440/627] lr: 6.000e-02, eta: 1 day, 0:30:55, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.4889, top5_acc: 0.7108, loss_cls: 2.2895, loss: 2.2895, grad_norm: 2.2517 2020-09-11 14:13:23,992 - mmaction - INFO - Epoch [26][460/627] lr: 6.000e-02, eta: 1 day, 0:30:31, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.4867, top5_acc: 0.7237, loss_cls: 2.2403, loss: 2.2403, grad_norm: 2.2462 2020-09-11 14:13:46,340 - mmaction - INFO - Epoch [26][480/627] lr: 6.000e-02, eta: 1 day, 0:30:07, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.4746, top5_acc: 0.7156, loss_cls: 2.3005, loss: 2.3005, grad_norm: 2.2763 2020-09-11 14:14:08,639 - mmaction - INFO - Epoch [26][500/627] lr: 6.000e-02, eta: 1 day, 0:29:43, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.4859, top5_acc: 0.7178, loss_cls: 2.2742, loss: 2.2742, grad_norm: 2.2409 2020-09-11 14:14:30,871 - mmaction - INFO - Epoch [26][520/627] lr: 6.000e-02, eta: 1 day, 0:29:18, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.4875, top5_acc: 0.7225, loss_cls: 2.2629, loss: 2.2629, grad_norm: 2.2654 2020-09-11 14:14:53,117 - mmaction - INFO - Epoch [26][540/627] lr: 6.000e-02, eta: 1 day, 0:28:53, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.4876, top5_acc: 0.7240, loss_cls: 2.2490, loss: 2.2490, grad_norm: 2.2723 2020-09-11 14:15:15,330 - mmaction - INFO - Epoch [26][560/627] lr: 6.000e-02, eta: 1 day, 0:28:29, time: 1.115, data_time: 0.016, memory: 8471, top1_acc: 0.4792, top5_acc: 0.7202, loss_cls: 2.2919, loss: 2.2919, grad_norm: 2.2692 2020-09-11 14:15:37,616 - mmaction - INFO - Epoch [26][580/627] lr: 6.000e-02, eta: 1 day, 0:28:04, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.4888, top5_acc: 0.7280, loss_cls: 2.2247, loss: 2.2247, grad_norm: 2.2353 2020-09-11 14:15:59,861 - mmaction - INFO - Epoch [26][600/627] lr: 6.000e-02, eta: 1 day, 0:27:39, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.4945, top5_acc: 0.7264, loss_cls: 2.2286, loss: 2.2286, grad_norm: 2.2770 2020-09-11 14:16:22,071 - mmaction - INFO - Epoch [26][620/627] lr: 6.000e-02, eta: 1 day, 0:27:15, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.4964, top5_acc: 0.7247, loss_cls: 2.2531, loss: 2.2531, grad_norm: 2.2780 2020-09-11 14:17:02,182 - mmaction - INFO - Epoch [27][20/627] lr: 6.000e-02, eta: 1 day, 0:27:00, time: 1.694, data_time: 0.467, memory: 8471, top1_acc: 0.4977, top5_acc: 0.7327, loss_cls: 2.2092, loss: 2.2092, grad_norm: 2.2828 2020-09-11 14:17:24,325 - mmaction - INFO - Epoch [27][40/627] lr: 6.000e-02, eta: 1 day, 0:26:35, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.4829, top5_acc: 0.7240, loss_cls: 2.2653, loss: 2.2653, grad_norm: 2.2558 2020-09-11 14:17:46,559 - mmaction - INFO - Epoch [27][60/627] lr: 6.000e-02, eta: 1 day, 0:26:10, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.4931, top5_acc: 0.7337, loss_cls: 2.1972, loss: 2.1972, grad_norm: 2.2566 2020-09-11 14:18:08,787 - mmaction - INFO - Epoch [27][80/627] lr: 6.000e-02, eta: 1 day, 0:25:45, time: 1.111, data_time: 0.014, memory: 8471, top1_acc: 0.4866, top5_acc: 0.7221, loss_cls: 2.2640, loss: 2.2640, grad_norm: 2.2906 2020-09-11 14:18:31,052 - mmaction - INFO - Epoch [27][100/627] lr: 6.000e-02, eta: 1 day, 0:25:21, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.4990, top5_acc: 0.7415, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.2341 2020-09-11 14:18:53,414 - mmaction - INFO - Epoch [27][120/627] lr: 6.000e-02, eta: 1 day, 0:24:57, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.4905, top5_acc: 0.7293, loss_cls: 2.2352, loss: 2.2352, grad_norm: 2.3011 2020-09-11 14:19:15,602 - mmaction - INFO - Epoch [27][140/627] lr: 6.000e-02, eta: 1 day, 0:24:33, time: 1.112, data_time: 0.017, memory: 8471, top1_acc: 0.4841, top5_acc: 0.7198, loss_cls: 2.2670, loss: 2.2670, grad_norm: 2.2478 2020-09-11 14:19:37,993 - mmaction - INFO - Epoch [27][160/627] lr: 6.000e-02, eta: 1 day, 0:24:08, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.4906, top5_acc: 0.7217, loss_cls: 2.2301, loss: 2.2301, grad_norm: 2.2491 2020-09-11 14:20:00,209 - mmaction - INFO - Epoch [27][180/627] lr: 6.000e-02, eta: 1 day, 0:23:44, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5004, top5_acc: 0.7339, loss_cls: 2.1962, loss: 2.1962, grad_norm: 2.2713 2020-09-11 14:20:22,556 - mmaction - INFO - Epoch [27][200/627] lr: 6.000e-02, eta: 1 day, 0:23:19, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.4871, top5_acc: 0.7258, loss_cls: 2.2644, loss: 2.2644, grad_norm: 2.2807 2020-09-11 14:20:44,930 - mmaction - INFO - Epoch [27][220/627] lr: 6.000e-02, eta: 1 day, 0:22:56, time: 1.125, data_time: 0.013, memory: 8471, top1_acc: 0.4926, top5_acc: 0.7260, loss_cls: 2.2148, loss: 2.2148, grad_norm: 2.2656 2020-09-11 14:21:07,108 - mmaction - INFO - Epoch [27][240/627] lr: 6.000e-02, eta: 1 day, 0:22:31, time: 1.104, data_time: 0.010, memory: 8471, top1_acc: 0.4788, top5_acc: 0.7172, loss_cls: 2.2713, loss: 2.2713, grad_norm: 2.2648 2020-09-11 14:21:29,412 - mmaction - INFO - Epoch [27][260/627] lr: 6.000e-02, eta: 1 day, 0:22:07, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.4962, top5_acc: 0.7254, loss_cls: 2.2330, loss: 2.2330, grad_norm: 2.2911 2020-09-11 14:21:51,619 - mmaction - INFO - Epoch [27][280/627] lr: 6.000e-02, eta: 1 day, 0:21:42, time: 1.105, data_time: 0.010, memory: 8471, top1_acc: 0.4895, top5_acc: 0.7124, loss_cls: 2.2742, loss: 2.2742, grad_norm: 2.2782 2020-09-11 14:22:13,900 - mmaction - INFO - Epoch [27][300/627] lr: 6.000e-02, eta: 1 day, 0:21:18, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.4990, top5_acc: 0.7292, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.2774 2020-09-11 14:22:36,064 - mmaction - INFO - Epoch [27][320/627] lr: 6.000e-02, eta: 1 day, 0:20:53, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.4935, top5_acc: 0.7259, loss_cls: 2.2178, loss: 2.2178, grad_norm: 2.2807 2020-09-11 14:22:58,187 - mmaction - INFO - Epoch [27][340/627] lr: 6.000e-02, eta: 1 day, 0:20:27, time: 1.097, data_time: 0.004, memory: 8471, top1_acc: 0.4879, top5_acc: 0.7186, loss_cls: 2.2678, loss: 2.2678, grad_norm: 2.2955 2020-09-11 14:23:20,478 - mmaction - INFO - Epoch [27][360/627] lr: 6.000e-02, eta: 1 day, 0:20:04, time: 1.119, data_time: 0.016, memory: 8471, top1_acc: 0.4849, top5_acc: 0.7241, loss_cls: 2.2464, loss: 2.2464, grad_norm: 2.3033 2020-09-11 14:23:42,706 - mmaction - INFO - Epoch [27][380/627] lr: 6.000e-02, eta: 1 day, 0:19:40, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.4914, top5_acc: 0.7216, loss_cls: 2.2436, loss: 2.2436, grad_norm: 2.2521 2020-09-11 14:24:04,982 - mmaction - INFO - Epoch [27][400/627] lr: 6.000e-02, eta: 1 day, 0:19:15, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.4928, top5_acc: 0.7277, loss_cls: 2.2313, loss: 2.2313, grad_norm: 2.3092 2020-09-11 14:24:27,197 - mmaction - INFO - Epoch [27][420/627] lr: 6.000e-02, eta: 1 day, 0:18:50, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.4930, top5_acc: 0.7288, loss_cls: 2.2183, loss: 2.2183, grad_norm: 2.2751 2020-09-11 14:24:49,442 - mmaction - INFO - Epoch [27][440/627] lr: 6.000e-02, eta: 1 day, 0:18:26, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4826, top5_acc: 0.7214, loss_cls: 2.2689, loss: 2.2689, grad_norm: 2.2963 2020-09-11 14:25:11,645 - mmaction - INFO - Epoch [27][460/627] lr: 6.000e-02, eta: 1 day, 0:18:01, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.4819, top5_acc: 0.7188, loss_cls: 2.2954, loss: 2.2954, grad_norm: 2.3050 2020-09-11 14:25:33,878 - mmaction - INFO - Epoch [27][480/627] lr: 6.000e-02, eta: 1 day, 0:17:36, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.4819, top5_acc: 0.7206, loss_cls: 2.2755, loss: 2.2755, grad_norm: 2.2970 2020-09-11 14:25:56,062 - mmaction - INFO - Epoch [27][500/627] lr: 6.000e-02, eta: 1 day, 0:17:12, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4858, top5_acc: 0.7146, loss_cls: 2.2831, loss: 2.2831, grad_norm: 2.2600 2020-09-11 14:26:18,248 - mmaction - INFO - Epoch [27][520/627] lr: 6.000e-02, eta: 1 day, 0:16:47, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.4953, top5_acc: 0.7275, loss_cls: 2.2315, loss: 2.2315, grad_norm: 2.2640 2020-09-11 14:26:40,477 - mmaction - INFO - Epoch [27][540/627] lr: 6.000e-02, eta: 1 day, 0:16:22, time: 1.104, data_time: 0.013, memory: 8471, top1_acc: 0.4822, top5_acc: 0.7276, loss_cls: 2.2449, loss: 2.2449, grad_norm: 2.2423 2020-09-11 14:27:02,803 - mmaction - INFO - Epoch [27][560/627] lr: 6.000e-02, eta: 1 day, 0:15:59, time: 1.123, data_time: 0.011, memory: 8471, top1_acc: 0.4816, top5_acc: 0.7138, loss_cls: 2.2853, loss: 2.2853, grad_norm: 2.2782 2020-09-11 14:27:25,063 - mmaction - INFO - Epoch [27][580/627] lr: 6.000e-02, eta: 1 day, 0:15:34, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.4935, top5_acc: 0.7246, loss_cls: 2.2610, loss: 2.2610, grad_norm: 2.2487 2020-09-11 14:27:47,297 - mmaction - INFO - Epoch [27][600/627] lr: 6.000e-02, eta: 1 day, 0:15:10, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.4845, top5_acc: 0.7289, loss_cls: 2.2457, loss: 2.2457, grad_norm: 2.2463 2020-09-11 14:28:09,756 - mmaction - INFO - Epoch [27][620/627] lr: 6.000e-02, eta: 1 day, 0:14:46, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.4812, top5_acc: 0.7181, loss_cls: 2.2910, loss: 2.2910, grad_norm: 2.2793 2020-09-11 14:28:50,264 - mmaction - INFO - Epoch [28][20/627] lr: 6.000e-02, eta: 1 day, 0:14:32, time: 1.715, data_time: 0.556, memory: 8471, top1_acc: 0.4898, top5_acc: 0.7206, loss_cls: 2.2635, loss: 2.2635, grad_norm: 2.3082 2020-09-11 14:29:12,441 - mmaction - INFO - Epoch [28][40/627] lr: 6.000e-02, eta: 1 day, 0:14:08, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.4872, top5_acc: 0.7247, loss_cls: 2.2333, loss: 2.2333, grad_norm: 2.3050 2020-09-11 14:29:34,680 - mmaction - INFO - Epoch [28][60/627] lr: 6.000e-02, eta: 1 day, 0:13:43, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4874, top5_acc: 0.7236, loss_cls: 2.2485, loss: 2.2485, grad_norm: 2.2914 2020-09-11 14:29:56,926 - mmaction - INFO - Epoch [28][80/627] lr: 6.000e-02, eta: 1 day, 0:13:18, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4940, top5_acc: 0.7283, loss_cls: 2.2125, loss: 2.2125, grad_norm: 2.2733 2020-09-11 14:30:19,180 - mmaction - INFO - Epoch [28][100/627] lr: 6.000e-02, eta: 1 day, 0:12:55, time: 1.122, data_time: 0.015, memory: 8471, top1_acc: 0.4956, top5_acc: 0.7254, loss_cls: 2.2260, loss: 2.2260, grad_norm: 2.2804 2020-09-11 14:30:41,494 - mmaction - INFO - Epoch [28][120/627] lr: 6.000e-02, eta: 1 day, 0:12:30, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4938, top5_acc: 0.7341, loss_cls: 2.2128, loss: 2.2128, grad_norm: 2.2811 2020-09-11 14:31:03,729 - mmaction - INFO - Epoch [28][140/627] lr: 6.000e-02, eta: 1 day, 0:12:06, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.4792, top5_acc: 0.7210, loss_cls: 2.2862, loss: 2.2862, grad_norm: 2.3047 2020-09-11 14:31:25,899 - mmaction - INFO - Epoch [28][160/627] lr: 6.000e-02, eta: 1 day, 0:11:41, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.4987, top5_acc: 0.7284, loss_cls: 2.2024, loss: 2.2024, grad_norm: 2.2607 2020-09-11 14:31:48,141 - mmaction - INFO - Epoch [28][180/627] lr: 6.000e-02, eta: 1 day, 0:11:17, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.4941, top5_acc: 0.7220, loss_cls: 2.2403, loss: 2.2403, grad_norm: 2.3057 2020-09-11 14:32:10,416 - mmaction - INFO - Epoch [28][200/627] lr: 6.000e-02, eta: 1 day, 0:10:52, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5012, top5_acc: 0.7337, loss_cls: 2.1809, loss: 2.1809, grad_norm: 2.2706 2020-09-11 14:32:32,661 - mmaction - INFO - Epoch [28][220/627] lr: 6.000e-02, eta: 1 day, 0:10:27, time: 1.105, data_time: 0.010, memory: 8471, top1_acc: 0.4967, top5_acc: 0.7285, loss_cls: 2.2024, loss: 2.2024, grad_norm: 2.2734 2020-09-11 14:32:54,856 - mmaction - INFO - Epoch [28][240/627] lr: 6.000e-02, eta: 1 day, 0:10:04, time: 1.120, data_time: 0.017, memory: 8471, top1_acc: 0.4921, top5_acc: 0.7301, loss_cls: 2.2096, loss: 2.2096, grad_norm: 2.2458 2020-09-11 14:33:17,169 - mmaction - INFO - Epoch [28][260/627] lr: 6.000e-02, eta: 1 day, 0:09:40, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5009, top5_acc: 0.7363, loss_cls: 2.1709, loss: 2.1709, grad_norm: 2.2833 2020-09-11 14:33:39,422 - mmaction - INFO - Epoch [28][280/627] lr: 6.000e-02, eta: 1 day, 0:09:15, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.4975, top5_acc: 0.7197, loss_cls: 2.2532, loss: 2.2532, grad_norm: 2.2583 2020-09-11 14:34:01,597 - mmaction - INFO - Epoch [28][300/627] lr: 6.000e-02, eta: 1 day, 0:08:50, time: 1.107, data_time: 0.016, memory: 8471, top1_acc: 0.4872, top5_acc: 0.7203, loss_cls: 2.2543, loss: 2.2543, grad_norm: 2.2773 2020-09-11 14:34:23,895 - mmaction - INFO - Epoch [28][320/627] lr: 6.000e-02, eta: 1 day, 0:08:26, time: 1.123, data_time: 0.015, memory: 8471, top1_acc: 0.4904, top5_acc: 0.7257, loss_cls: 2.2330, loss: 2.2330, grad_norm: 2.2813 2020-09-11 14:34:46,172 - mmaction - INFO - Epoch [28][340/627] lr: 6.000e-02, eta: 1 day, 0:08:02, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5008, top5_acc: 0.7301, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.2593 2020-09-11 14:35:08,329 - mmaction - INFO - Epoch [28][360/627] lr: 6.000e-02, eta: 1 day, 0:07:37, time: 1.107, data_time: 0.003, memory: 8471, top1_acc: 0.5021, top5_acc: 0.7288, loss_cls: 2.2193, loss: 2.2193, grad_norm: 2.2537 2020-09-11 14:35:30,591 - mmaction - INFO - Epoch [28][380/627] lr: 6.000e-02, eta: 1 day, 0:07:13, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4936, top5_acc: 0.7258, loss_cls: 2.2655, loss: 2.2655, grad_norm: 2.2764 2020-09-11 14:35:52,895 - mmaction - INFO - Epoch [28][400/627] lr: 6.000e-02, eta: 1 day, 0:06:49, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.4871, top5_acc: 0.7230, loss_cls: 2.2594, loss: 2.2594, grad_norm: 2.2789 2020-09-11 14:36:15,167 - mmaction - INFO - Epoch [28][420/627] lr: 6.000e-02, eta: 1 day, 0:06:24, time: 1.105, data_time: 0.013, memory: 8471, top1_acc: 0.4893, top5_acc: 0.7233, loss_cls: 2.2539, loss: 2.2539, grad_norm: 2.2883 2020-09-11 14:36:37,404 - mmaction - INFO - Epoch [28][440/627] lr: 6.000e-02, eta: 1 day, 0:06:00, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.4884, top5_acc: 0.7284, loss_cls: 2.2430, loss: 2.2430, grad_norm: 2.3174 2020-09-11 14:36:59,599 - mmaction - INFO - Epoch [28][460/627] lr: 6.000e-02, eta: 1 day, 0:05:36, time: 1.110, data_time: 0.018, memory: 8471, top1_acc: 0.4863, top5_acc: 0.7214, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.3026 2020-09-11 14:37:21,878 - mmaction - INFO - Epoch [28][480/627] lr: 6.000e-02, eta: 1 day, 0:05:12, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.4854, top5_acc: 0.7268, loss_cls: 2.2421, loss: 2.2421, grad_norm: 2.2968 2020-09-11 14:37:44,035 - mmaction - INFO - Epoch [28][500/627] lr: 6.000e-02, eta: 1 day, 0:04:47, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5033, top5_acc: 0.7303, loss_cls: 2.2145, loss: 2.2145, grad_norm: 2.2765 2020-09-11 14:38:06,314 - mmaction - INFO - Epoch [28][520/627] lr: 6.000e-02, eta: 1 day, 0:04:22, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.4852, top5_acc: 0.7220, loss_cls: 2.2531, loss: 2.2531, grad_norm: 2.3128 2020-09-11 14:38:28,708 - mmaction - INFO - Epoch [28][540/627] lr: 6.000e-02, eta: 1 day, 0:03:59, time: 1.127, data_time: 0.015, memory: 8471, top1_acc: 0.4953, top5_acc: 0.7225, loss_cls: 2.2452, loss: 2.2452, grad_norm: 2.2763 2020-09-11 14:38:50,951 - mmaction - INFO - Epoch [28][560/627] lr: 6.000e-02, eta: 1 day, 0:03:35, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.4914, top5_acc: 0.7237, loss_cls: 2.2496, loss: 2.2496, grad_norm: 2.2441 2020-09-11 14:39:13,141 - mmaction - INFO - Epoch [28][580/627] lr: 6.000e-02, eta: 1 day, 0:03:10, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.4862, top5_acc: 0.7285, loss_cls: 2.2436, loss: 2.2436, grad_norm: 2.2753 2020-09-11 14:39:35,398 - mmaction - INFO - Epoch [28][600/627] lr: 6.000e-02, eta: 1 day, 0:02:46, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.4819, top5_acc: 0.7268, loss_cls: 2.2458, loss: 2.2458, grad_norm: 2.2852 2020-09-11 14:39:57,650 - mmaction - INFO - Epoch [28][620/627] lr: 6.000e-02, eta: 1 day, 0:02:22, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.4919, top5_acc: 0.7223, loss_cls: 2.2384, loss: 2.2384, grad_norm: 2.2245 2020-09-11 14:40:38,089 - mmaction - INFO - Epoch [29][20/627] lr: 6.000e-02, eta: 1 day, 0:02:07, time: 1.706, data_time: 0.516, memory: 8471, top1_acc: 0.5009, top5_acc: 0.7344, loss_cls: 2.1948, loss: 2.1948, grad_norm: 2.2437 2020-09-11 14:41:00,338 - mmaction - INFO - Epoch [29][40/627] lr: 6.000e-02, eta: 1 day, 0:01:43, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5052, top5_acc: 0.7383, loss_cls: 2.1492, loss: 2.1492, grad_norm: 2.2457 2020-09-11 14:41:22,553 - mmaction - INFO - Epoch [29][60/627] lr: 6.000e-02, eta: 1 day, 0:01:18, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.4896, top5_acc: 0.7290, loss_cls: 2.2208, loss: 2.2208, grad_norm: 2.3244 2020-09-11 14:41:44,805 - mmaction - INFO - Epoch [29][80/627] lr: 6.000e-02, eta: 1 day, 0:00:54, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.4936, top5_acc: 0.7302, loss_cls: 2.2058, loss: 2.2058, grad_norm: 2.2649 2020-09-11 14:42:07,027 - mmaction - INFO - Epoch [29][100/627] lr: 6.000e-02, eta: 1 day, 0:00:30, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.4895, top5_acc: 0.7302, loss_cls: 2.2217, loss: 2.2217, grad_norm: 2.2389 2020-09-11 14:42:29,285 - mmaction - INFO - Epoch [29][120/627] lr: 6.000e-02, eta: 1 day, 0:00:06, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.4979, top5_acc: 0.7262, loss_cls: 2.2237, loss: 2.2237, grad_norm: 2.2562 2020-09-11 14:42:51,561 - mmaction - INFO - Epoch [29][140/627] lr: 6.000e-02, eta: 23:59:41, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5017, top5_acc: 0.7306, loss_cls: 2.1957, loss: 2.1957, grad_norm: 2.2593 2020-09-11 14:43:13,932 - mmaction - INFO - Epoch [29][160/627] lr: 6.000e-02, eta: 23:59:17, time: 1.121, data_time: 0.017, memory: 8471, top1_acc: 0.4951, top5_acc: 0.7257, loss_cls: 2.2159, loss: 2.2159, grad_norm: 2.2991 2020-09-11 14:43:36,201 - mmaction - INFO - Epoch [29][180/627] lr: 6.000e-02, eta: 23:58:53, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.4975, top5_acc: 0.7290, loss_cls: 2.2180, loss: 2.2180, grad_norm: 2.2554 2020-09-11 14:43:58,515 - mmaction - INFO - Epoch [29][200/627] lr: 6.000e-02, eta: 23:58:30, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.4913, top5_acc: 0.7212, loss_cls: 2.2608, loss: 2.2608, grad_norm: 2.2949 2020-09-11 14:44:20,706 - mmaction - INFO - Epoch [29][220/627] lr: 6.000e-02, eta: 23:58:04, time: 1.100, data_time: 0.007, memory: 8471, top1_acc: 0.5010, top5_acc: 0.7313, loss_cls: 2.1963, loss: 2.1963, grad_norm: 2.2866 2020-09-11 14:44:43,019 - mmaction - INFO - Epoch [29][240/627] lr: 6.000e-02, eta: 23:57:40, time: 1.117, data_time: 0.021, memory: 8471, top1_acc: 0.4940, top5_acc: 0.7199, loss_cls: 2.2431, loss: 2.2431, grad_norm: 2.2779 2020-09-11 14:45:05,309 - mmaction - INFO - Epoch [29][260/627] lr: 6.000e-02, eta: 23:57:16, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.4904, top5_acc: 0.7326, loss_cls: 2.2121, loss: 2.2121, grad_norm: 2.2826 2020-09-11 14:45:27,641 - mmaction - INFO - Epoch [29][280/627] lr: 6.000e-02, eta: 23:56:53, time: 1.120, data_time: 0.019, memory: 8471, top1_acc: 0.4906, top5_acc: 0.7237, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.2683 2020-09-11 14:45:49,892 - mmaction - INFO - Epoch [29][300/627] lr: 6.000e-02, eta: 23:56:29, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2242, loss: 2.2242, grad_norm: 2.2874 2020-09-11 14:46:12,185 - mmaction - INFO - Epoch [29][320/627] lr: 6.000e-02, eta: 23:56:05, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.4980, top5_acc: 0.7249, loss_cls: 2.2100, loss: 2.2100, grad_norm: 2.2749 2020-09-11 14:46:34,514 - mmaction - INFO - Epoch [29][340/627] lr: 6.000e-02, eta: 23:55:41, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.4982, top5_acc: 0.7322, loss_cls: 2.1988, loss: 2.1988, grad_norm: 2.2614 2020-09-11 14:46:56,793 - mmaction - INFO - Epoch [29][360/627] lr: 6.000e-02, eta: 23:55:16, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.4949, top5_acc: 0.7198, loss_cls: 2.2460, loss: 2.2460, grad_norm: 2.3116 2020-09-11 14:47:19,084 - mmaction - INFO - Epoch [29][380/627] lr: 6.000e-02, eta: 23:54:52, time: 1.112, data_time: 0.016, memory: 8471, top1_acc: 0.4943, top5_acc: 0.7296, loss_cls: 2.2244, loss: 2.2244, grad_norm: 2.2547 2020-09-11 14:47:41,305 - mmaction - INFO - Epoch [29][400/627] lr: 6.000e-02, eta: 23:54:29, time: 1.119, data_time: 0.017, memory: 8471, top1_acc: 0.4995, top5_acc: 0.7329, loss_cls: 2.2036, loss: 2.2036, grad_norm: 2.2664 2020-09-11 14:48:03,529 - mmaction - INFO - Epoch [29][420/627] lr: 6.000e-02, eta: 23:54:04, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.4983, top5_acc: 0.7344, loss_cls: 2.1894, loss: 2.1894, grad_norm: 2.2469 2020-09-11 14:48:25,733 - mmaction - INFO - Epoch [29][440/627] lr: 6.000e-02, eta: 23:53:39, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.4901, top5_acc: 0.7212, loss_cls: 2.2651, loss: 2.2651, grad_norm: 2.2597 2020-09-11 14:48:48,163 - mmaction - INFO - Epoch [29][460/627] lr: 6.000e-02, eta: 23:53:16, time: 1.124, data_time: 0.011, memory: 8471, top1_acc: 0.4892, top5_acc: 0.7233, loss_cls: 2.2239, loss: 2.2239, grad_norm: 2.2279 2020-09-11 14:49:10,415 - mmaction - INFO - Epoch [29][480/627] lr: 6.000e-02, eta: 23:52:52, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.4900, top5_acc: 0.7237, loss_cls: 2.2626, loss: 2.2626, grad_norm: 2.2835 2020-09-11 14:49:32,627 - mmaction - INFO - Epoch [29][500/627] lr: 6.000e-02, eta: 23:52:28, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.4922, top5_acc: 0.7232, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.3019 2020-09-11 14:49:54,967 - mmaction - INFO - Epoch [29][520/627] lr: 6.000e-02, eta: 23:52:04, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.5013, top5_acc: 0.7219, loss_cls: 2.2235, loss: 2.2235, grad_norm: 2.2437 2020-09-11 14:50:17,149 - mmaction - INFO - Epoch [29][540/627] lr: 6.000e-02, eta: 23:51:40, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.4940, top5_acc: 0.7243, loss_cls: 2.2272, loss: 2.2272, grad_norm: 2.2667 2020-09-11 14:50:39,298 - mmaction - INFO - Epoch [29][560/627] lr: 6.000e-02, eta: 23:51:15, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.4936, top5_acc: 0.7316, loss_cls: 2.2190, loss: 2.2190, grad_norm: 2.2316 2020-09-11 14:51:01,476 - mmaction - INFO - Epoch [29][580/627] lr: 6.000e-02, eta: 23:50:51, time: 1.109, data_time: 0.012, memory: 8471, top1_acc: 0.4961, top5_acc: 0.7268, loss_cls: 2.2112, loss: 2.2112, grad_norm: 2.2782 2020-09-11 14:51:23,687 - mmaction - INFO - Epoch [29][600/627] lr: 6.000e-02, eta: 23:50:26, time: 1.102, data_time: 0.009, memory: 8471, top1_acc: 0.4952, top5_acc: 0.7281, loss_cls: 2.2229, loss: 2.2229, grad_norm: 2.2494 2020-09-11 14:51:45,918 - mmaction - INFO - Epoch [29][620/627] lr: 6.000e-02, eta: 23:50:02, time: 1.119, data_time: 0.016, memory: 8471, top1_acc: 0.4876, top5_acc: 0.7207, loss_cls: 2.2488, loss: 2.2488, grad_norm: 2.2980 2020-09-11 14:52:26,068 - mmaction - INFO - Epoch [30][20/627] lr: 6.000e-02, eta: 23:49:45, time: 1.693, data_time: 0.525, memory: 8471, top1_acc: 0.4820, top5_acc: 0.7174, loss_cls: 2.2923, loss: 2.2923, grad_norm: 2.2786 2020-09-11 14:52:48,333 - mmaction - INFO - Epoch [30][40/627] lr: 6.000e-02, eta: 23:49:21, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.4978, top5_acc: 0.7260, loss_cls: 2.2179, loss: 2.2179, grad_norm: 2.2503 2020-09-11 14:53:10,579 - mmaction - INFO - Epoch [30][60/627] lr: 6.000e-02, eta: 23:48:57, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.5005, top5_acc: 0.7320, loss_cls: 2.2001, loss: 2.2001, grad_norm: 2.2817 2020-09-11 14:53:33,004 - mmaction - INFO - Epoch [30][80/627] lr: 6.000e-02, eta: 23:48:33, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5004, top5_acc: 0.7354, loss_cls: 2.1726, loss: 2.1726, grad_norm: 2.2519 2020-09-11 14:53:55,215 - mmaction - INFO - Epoch [30][100/627] lr: 6.000e-02, eta: 23:48:09, time: 1.121, data_time: 0.019, memory: 8471, top1_acc: 0.4983, top5_acc: 0.7388, loss_cls: 2.1896, loss: 2.1896, grad_norm: 2.3028 2020-09-11 14:54:17,455 - mmaction - INFO - Epoch [30][120/627] lr: 6.000e-02, eta: 23:47:45, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.4918, top5_acc: 0.7276, loss_cls: 2.2307, loss: 2.2307, grad_norm: 2.2829 2020-09-11 14:54:39,746 - mmaction - INFO - Epoch [30][140/627] lr: 6.000e-02, eta: 23:47:21, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5048, top5_acc: 0.7355, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.2365 2020-09-11 14:55:01,937 - mmaction - INFO - Epoch [30][160/627] lr: 6.000e-02, eta: 23:46:57, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.4911, top5_acc: 0.7264, loss_cls: 2.2165, loss: 2.2165, grad_norm: 2.2868 2020-09-11 14:55:24,219 - mmaction - INFO - Epoch [30][180/627] lr: 6.000e-02, eta: 23:46:33, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5014, top5_acc: 0.7344, loss_cls: 2.1942, loss: 2.1942, grad_norm: 2.2984 2020-09-11 14:55:46,548 - mmaction - INFO - Epoch [30][200/627] lr: 6.000e-02, eta: 23:46:09, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5007, top5_acc: 0.7392, loss_cls: 2.1799, loss: 2.1799, grad_norm: 2.2560 2020-09-11 14:56:08,751 - mmaction - INFO - Epoch [30][220/627] lr: 6.000e-02, eta: 23:45:44, time: 1.111, data_time: 0.013, memory: 8471, top1_acc: 0.4965, top5_acc: 0.7329, loss_cls: 2.2161, loss: 2.2161, grad_norm: 2.2822 2020-09-11 14:56:31,005 - mmaction - INFO - Epoch [30][240/627] lr: 6.000e-02, eta: 23:45:21, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.5012, top5_acc: 0.7326, loss_cls: 2.1806, loss: 2.1806, grad_norm: 2.2586 2020-09-11 14:56:53,258 - mmaction - INFO - Epoch [30][260/627] lr: 6.000e-02, eta: 23:44:57, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.4988, top5_acc: 0.7331, loss_cls: 2.1799, loss: 2.1799, grad_norm: 2.2836 2020-09-11 14:57:15,536 - mmaction - INFO - Epoch [30][280/627] lr: 6.000e-02, eta: 23:44:32, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.4911, top5_acc: 0.7216, loss_cls: 2.2577, loss: 2.2577, grad_norm: 2.2675 2020-09-11 14:57:37,768 - mmaction - INFO - Epoch [30][300/627] lr: 6.000e-02, eta: 23:44:08, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5038, top5_acc: 0.7393, loss_cls: 2.1546, loss: 2.1546, grad_norm: 2.2858 2020-09-11 14:58:00,055 - mmaction - INFO - Epoch [30][320/627] lr: 6.000e-02, eta: 23:43:44, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.4910, top5_acc: 0.7326, loss_cls: 2.2065, loss: 2.2065, grad_norm: 2.2726 2020-09-11 14:58:22,387 - mmaction - INFO - Epoch [30][340/627] lr: 6.000e-02, eta: 23:43:21, time: 1.117, data_time: 0.004, memory: 8471, top1_acc: 0.4882, top5_acc: 0.7242, loss_cls: 2.2312, loss: 2.2312, grad_norm: 2.2823 2020-09-11 14:58:44,585 - mmaction - INFO - Epoch [30][360/627] lr: 6.000e-02, eta: 23:42:56, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.4937, top5_acc: 0.7379, loss_cls: 2.1980, loss: 2.1980, grad_norm: 2.3223 2020-09-11 14:59:06,807 - mmaction - INFO - Epoch [30][380/627] lr: 6.000e-02, eta: 23:42:31, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.4979, top5_acc: 0.7301, loss_cls: 2.2071, loss: 2.2071, grad_norm: 2.2724 2020-09-11 14:59:29,004 - mmaction - INFO - Epoch [30][400/627] lr: 6.000e-02, eta: 23:42:07, time: 1.115, data_time: 0.016, memory: 8471, top1_acc: 0.5052, top5_acc: 0.7299, loss_cls: 2.1956, loss: 2.1956, grad_norm: 2.2539 2020-09-11 14:59:51,291 - mmaction - INFO - Epoch [30][420/627] lr: 6.000e-02, eta: 23:41:44, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.5087, top5_acc: 0.7345, loss_cls: 2.1774, loss: 2.1774, grad_norm: 2.2506 2020-09-11 15:00:13,548 - mmaction - INFO - Epoch [30][440/627] lr: 6.000e-02, eta: 23:41:20, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.4944, top5_acc: 0.7267, loss_cls: 2.2316, loss: 2.2316, grad_norm: 2.3094 2020-09-11 15:00:36,102 - mmaction - INFO - Epoch [30][460/627] lr: 6.000e-02, eta: 23:40:57, time: 1.127, data_time: 0.019, memory: 8471, top1_acc: 0.4841, top5_acc: 0.7225, loss_cls: 2.2658, loss: 2.2658, grad_norm: 2.3245 2020-09-11 15:00:58,309 - mmaction - INFO - Epoch [30][480/627] lr: 6.000e-02, eta: 23:40:33, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.4884, top5_acc: 0.7277, loss_cls: 2.2318, loss: 2.2318, grad_norm: 2.2974 2020-09-11 15:01:20,645 - mmaction - INFO - Epoch [30][500/627] lr: 6.000e-02, eta: 23:40:09, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.4888, top5_acc: 0.7249, loss_cls: 2.2493, loss: 2.2493, grad_norm: 2.2613 2020-09-11 15:01:42,814 - mmaction - INFO - Epoch [30][520/627] lr: 6.000e-02, eta: 23:39:45, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.4951, top5_acc: 0.7323, loss_cls: 2.1942, loss: 2.1942, grad_norm: 2.2780 2020-09-11 15:02:05,038 - mmaction - INFO - Epoch [30][540/627] lr: 6.000e-02, eta: 23:39:21, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5001, top5_acc: 0.7262, loss_cls: 2.2393, loss: 2.2393, grad_norm: 2.3081 2020-09-11 15:02:27,229 - mmaction - INFO - Epoch [30][560/627] lr: 6.000e-02, eta: 23:38:55, time: 1.100, data_time: 0.002, memory: 8471, top1_acc: 0.4896, top5_acc: 0.7266, loss_cls: 2.2431, loss: 2.2431, grad_norm: 2.2624 2020-09-11 15:02:49,518 - mmaction - INFO - Epoch [30][580/627] lr: 6.000e-02, eta: 23:38:32, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.4993, top5_acc: 0.7212, loss_cls: 2.2366, loss: 2.2366, grad_norm: 2.2898 2020-09-11 15:03:11,845 - mmaction - INFO - Epoch [30][600/627] lr: 6.000e-02, eta: 23:38:08, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.4815, top5_acc: 0.7163, loss_cls: 2.2946, loss: 2.2946, grad_norm: 2.3563 2020-09-11 15:03:34,034 - mmaction - INFO - Epoch [30][620/627] lr: 6.000e-02, eta: 23:37:44, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.4893, top5_acc: 0.7251, loss_cls: 2.2360, loss: 2.2360, grad_norm: 2.2879 2020-09-11 15:04:01,386 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-09-11 15:05:12,798 - mmaction - INFO - Epoch [31][20/627] lr: 6.000e-02, eta: 23:39:54, time: 3.532, data_time: 2.280, memory: 8471, top1_acc: 0.4958, top5_acc: 0.7288, loss_cls: 2.2375, loss: 2.2375, grad_norm: 2.2714 2020-09-11 15:05:34,981 - mmaction - INFO - Epoch [31][40/627] lr: 6.000e-02, eta: 23:39:30, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.4974, top5_acc: 0.7275, loss_cls: 2.2251, loss: 2.2251, grad_norm: 2.2520 2020-09-11 15:05:57,163 - mmaction - INFO - Epoch [31][60/627] lr: 6.000e-02, eta: 23:39:05, time: 1.103, data_time: 0.011, memory: 8471, top1_acc: 0.4992, top5_acc: 0.7337, loss_cls: 2.1910, loss: 2.1910, grad_norm: 2.2779 2020-09-11 15:06:19,423 - mmaction - INFO - Epoch [31][80/627] lr: 6.000e-02, eta: 23:38:41, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5014, top5_acc: 0.7359, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.2903 2020-09-11 15:06:41,639 - mmaction - INFO - Epoch [31][100/627] lr: 6.000e-02, eta: 23:38:16, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4884, top5_acc: 0.7268, loss_cls: 2.2361, loss: 2.2361, grad_norm: 2.3153 2020-09-11 15:07:03,830 - mmaction - INFO - Epoch [31][120/627] lr: 6.000e-02, eta: 23:37:52, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5100, top5_acc: 0.7440, loss_cls: 2.1404, loss: 2.1404, grad_norm: 2.2560 2020-09-11 15:07:25,979 - mmaction - INFO - Epoch [31][140/627] lr: 6.000e-02, eta: 23:37:27, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.5023, top5_acc: 0.7311, loss_cls: 2.2032, loss: 2.2032, grad_norm: 2.2574 2020-09-11 15:07:48,291 - mmaction - INFO - Epoch [31][160/627] lr: 6.000e-02, eta: 23:37:03, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.5046, top5_acc: 0.7332, loss_cls: 2.1693, loss: 2.1693, grad_norm: 2.2657 2020-09-11 15:08:10,355 - mmaction - INFO - Epoch [31][180/627] lr: 6.000e-02, eta: 23:36:38, time: 1.103, data_time: 0.003, memory: 8471, top1_acc: 0.5001, top5_acc: 0.7259, loss_cls: 2.1969, loss: 2.1969, grad_norm: 2.2755 2020-09-11 15:08:32,470 - mmaction - INFO - Epoch [31][200/627] lr: 6.000e-02, eta: 23:36:14, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.4993, top5_acc: 0.7266, loss_cls: 2.2255, loss: 2.2255, grad_norm: 2.2863 2020-09-11 15:08:54,683 - mmaction - INFO - Epoch [31][220/627] lr: 6.000e-02, eta: 23:35:49, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5005, top5_acc: 0.7353, loss_cls: 2.1949, loss: 2.1949, grad_norm: 2.2913 2020-09-11 15:09:16,862 - mmaction - INFO - Epoch [31][240/627] lr: 6.000e-02, eta: 23:35:25, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5039, top5_acc: 0.7306, loss_cls: 2.2020, loss: 2.2020, grad_norm: 2.2776 2020-09-11 15:09:39,104 - mmaction - INFO - Epoch [31][260/627] lr: 6.000e-02, eta: 23:35:00, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.4999, top5_acc: 0.7367, loss_cls: 2.1847, loss: 2.1847, grad_norm: 2.3286 2020-09-11 15:10:01,464 - mmaction - INFO - Epoch [31][280/627] lr: 6.000e-02, eta: 23:34:37, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.5003, top5_acc: 0.7316, loss_cls: 2.2027, loss: 2.2027, grad_norm: 2.2635 2020-09-11 15:10:23,698 - mmaction - INFO - Epoch [31][300/627] lr: 6.000e-02, eta: 23:34:13, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.5021, top5_acc: 0.7327, loss_cls: 2.2089, loss: 2.2089, grad_norm: 2.3044 2020-09-11 15:10:45,944 - mmaction - INFO - Epoch [31][320/627] lr: 6.000e-02, eta: 23:33:48, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.4988, top5_acc: 0.7353, loss_cls: 2.2027, loss: 2.2027, grad_norm: 2.3321 2020-09-11 15:11:08,197 - mmaction - INFO - Epoch [31][340/627] lr: 6.000e-02, eta: 23:33:23, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.5042, top5_acc: 0.7342, loss_cls: 2.1687, loss: 2.1687, grad_norm: 2.2565 2020-09-11 15:11:30,457 - mmaction - INFO - Epoch [31][360/627] lr: 6.000e-02, eta: 23:33:00, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.4975, top5_acc: 0.7354, loss_cls: 2.2013, loss: 2.2013, grad_norm: 2.2893 2020-09-11 15:11:52,639 - mmaction - INFO - Epoch [31][380/627] lr: 6.000e-02, eta: 23:32:36, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.4954, top5_acc: 0.7341, loss_cls: 2.2099, loss: 2.2099, grad_norm: 2.2808 2020-09-11 15:12:14,813 - mmaction - INFO - Epoch [31][400/627] lr: 6.000e-02, eta: 23:32:11, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.4987, top5_acc: 0.7247, loss_cls: 2.2183, loss: 2.2183, grad_norm: 2.2989 2020-09-11 15:12:37,012 - mmaction - INFO - Epoch [31][420/627] lr: 6.000e-02, eta: 23:31:46, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.4905, top5_acc: 0.7249, loss_cls: 2.2185, loss: 2.2185, grad_norm: 2.3129 2020-09-11 15:12:59,249 - mmaction - INFO - Epoch [31][440/627] lr: 6.000e-02, eta: 23:31:22, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.4906, top5_acc: 0.7296, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.3271 2020-09-11 15:13:21,507 - mmaction - INFO - Epoch [31][460/627] lr: 6.000e-02, eta: 23:30:58, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.4858, top5_acc: 0.7238, loss_cls: 2.2516, loss: 2.2516, grad_norm: 2.2829 2020-09-11 15:13:43,793 - mmaction - INFO - Epoch [31][480/627] lr: 6.000e-02, eta: 23:30:34, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5025, top5_acc: 0.7363, loss_cls: 2.1711, loss: 2.1711, grad_norm: 2.2312 2020-09-11 15:14:06,000 - mmaction - INFO - Epoch [31][500/627] lr: 6.000e-02, eta: 23:30:10, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5038, top5_acc: 0.7283, loss_cls: 2.2076, loss: 2.2076, grad_norm: 2.2656 2020-09-11 15:14:28,238 - mmaction - INFO - Epoch [31][520/627] lr: 6.000e-02, eta: 23:29:46, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.4874, top5_acc: 0.7284, loss_cls: 2.2218, loss: 2.2218, grad_norm: 2.2808 2020-09-11 15:14:50,502 - mmaction - INFO - Epoch [31][540/627] lr: 6.000e-02, eta: 23:29:22, time: 1.109, data_time: 0.003, memory: 8471, top1_acc: 0.4970, top5_acc: 0.7207, loss_cls: 2.2295, loss: 2.2295, grad_norm: 2.2602 2020-09-11 15:15:12,713 - mmaction - INFO - Epoch [31][560/627] lr: 6.000e-02, eta: 23:28:57, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.4930, top5_acc: 0.7267, loss_cls: 2.2293, loss: 2.2293, grad_norm: 2.2975 2020-09-11 15:15:35,010 - mmaction - INFO - Epoch [31][580/627] lr: 6.000e-02, eta: 23:28:33, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.4978, top5_acc: 0.7311, loss_cls: 2.2158, loss: 2.2158, grad_norm: 2.2750 2020-09-11 15:15:57,169 - mmaction - INFO - Epoch [31][600/627] lr: 6.000e-02, eta: 23:28:08, time: 1.099, data_time: 0.007, memory: 8471, top1_acc: 0.4880, top5_acc: 0.7214, loss_cls: 2.2567, loss: 2.2567, grad_norm: 2.3063 2020-09-11 15:16:19,563 - mmaction - INFO - Epoch [31][620/627] lr: 6.000e-02, eta: 23:27:45, time: 1.122, data_time: 0.017, memory: 8471, top1_acc: 0.4905, top5_acc: 0.7220, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.2255 2020-09-11 15:16:59,988 - mmaction - INFO - Epoch [32][20/627] lr: 6.000e-02, eta: 23:27:28, time: 1.708, data_time: 0.523, memory: 8471, top1_acc: 0.5035, top5_acc: 0.7376, loss_cls: 2.1784, loss: 2.1784, grad_norm: 2.2606 2020-09-11 15:17:22,296 - mmaction - INFO - Epoch [32][40/627] lr: 6.000e-02, eta: 23:27:04, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5109, top5_acc: 0.7392, loss_cls: 2.1534, loss: 2.1534, grad_norm: 2.2779 2020-09-11 15:17:44,468 - mmaction - INFO - Epoch [32][60/627] lr: 6.000e-02, eta: 23:26:40, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5070, top5_acc: 0.7303, loss_cls: 2.1777, loss: 2.1777, grad_norm: 2.2767 2020-09-11 15:18:06,821 - mmaction - INFO - Epoch [32][80/627] lr: 6.000e-02, eta: 23:26:16, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.4944, top5_acc: 0.7303, loss_cls: 2.1849, loss: 2.1849, grad_norm: 2.2744 2020-09-11 15:18:29,111 - mmaction - INFO - Epoch [32][100/627] lr: 6.000e-02, eta: 23:25:52, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5007, top5_acc: 0.7263, loss_cls: 2.2067, loss: 2.2067, grad_norm: 2.3196 2020-09-11 15:18:51,343 - mmaction - INFO - Epoch [32][120/627] lr: 6.000e-02, eta: 23:25:28, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.4866, top5_acc: 0.7336, loss_cls: 2.2111, loss: 2.2111, grad_norm: 2.2967 2020-09-11 15:19:13,604 - mmaction - INFO - Epoch [32][140/627] lr: 6.000e-02, eta: 23:25:03, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5085, top5_acc: 0.7392, loss_cls: 2.1437, loss: 2.1437, grad_norm: 2.2865 2020-09-11 15:19:35,864 - mmaction - INFO - Epoch [32][160/627] lr: 6.000e-02, eta: 23:24:40, time: 1.119, data_time: 0.016, memory: 8471, top1_acc: 0.4954, top5_acc: 0.7313, loss_cls: 2.1863, loss: 2.1863, grad_norm: 2.3082 2020-09-11 15:19:58,042 - mmaction - INFO - Epoch [32][180/627] lr: 6.000e-02, eta: 23:24:15, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.4906, top5_acc: 0.7285, loss_cls: 2.2175, loss: 2.2175, grad_norm: 2.2852 2020-09-11 15:20:20,351 - mmaction - INFO - Epoch [32][200/627] lr: 6.000e-02, eta: 23:23:51, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5096, top5_acc: 0.7383, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.2718 2020-09-11 15:20:42,570 - mmaction - INFO - Epoch [32][220/627] lr: 6.000e-02, eta: 23:23:27, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4991, top5_acc: 0.7359, loss_cls: 2.1767, loss: 2.1767, grad_norm: 2.3174 2020-09-11 15:21:04,817 - mmaction - INFO - Epoch [32][240/627] lr: 6.000e-02, eta: 23:23:03, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.4914, top5_acc: 0.7233, loss_cls: 2.2354, loss: 2.2354, grad_norm: 2.2832 2020-09-11 15:21:27,024 - mmaction - INFO - Epoch [32][260/627] lr: 6.000e-02, eta: 23:22:39, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.4917, top5_acc: 0.7306, loss_cls: 2.2038, loss: 2.2038, grad_norm: 2.2660 2020-09-11 15:21:49,352 - mmaction - INFO - Epoch [32][280/627] lr: 6.000e-02, eta: 23:22:15, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5053, top5_acc: 0.7376, loss_cls: 2.1532, loss: 2.1532, grad_norm: 2.2806 2020-09-11 15:22:11,635 - mmaction - INFO - Epoch [32][300/627] lr: 6.000e-02, eta: 23:21:51, time: 1.112, data_time: 0.014, memory: 8471, top1_acc: 0.4884, top5_acc: 0.7219, loss_cls: 2.2490, loss: 2.2490, grad_norm: 2.3462 2020-09-11 15:22:33,884 - mmaction - INFO - Epoch [32][320/627] lr: 6.000e-02, eta: 23:21:27, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5030, top5_acc: 0.7349, loss_cls: 2.1939, loss: 2.1939, grad_norm: 2.3006 2020-09-11 15:22:56,175 - mmaction - INFO - Epoch [32][340/627] lr: 6.000e-02, eta: 23:21:02, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.5077, top5_acc: 0.7408, loss_cls: 2.1623, loss: 2.1623, grad_norm: 2.2741 2020-09-11 15:23:18,464 - mmaction - INFO - Epoch [32][360/627] lr: 6.000e-02, eta: 23:20:39, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.5009, top5_acc: 0.7309, loss_cls: 2.2308, loss: 2.2308, grad_norm: 2.3137 2020-09-11 15:23:40,818 - mmaction - INFO - Epoch [32][380/627] lr: 6.000e-02, eta: 23:20:15, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.4999, top5_acc: 0.7385, loss_cls: 2.1778, loss: 2.1778, grad_norm: 2.2606 2020-09-11 15:24:02,993 - mmaction - INFO - Epoch [32][400/627] lr: 6.000e-02, eta: 23:19:51, time: 1.111, data_time: 0.015, memory: 8471, top1_acc: 0.4990, top5_acc: 0.7281, loss_cls: 2.2103, loss: 2.2103, grad_norm: 2.2364 2020-09-11 15:24:25,248 - mmaction - INFO - Epoch [32][420/627] lr: 6.000e-02, eta: 23:19:27, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.4960, top5_acc: 0.7368, loss_cls: 2.1924, loss: 2.1924, grad_norm: 2.2823 2020-09-11 15:24:47,505 - mmaction - INFO - Epoch [32][440/627] lr: 6.000e-02, eta: 23:19:02, time: 1.103, data_time: 0.011, memory: 8471, top1_acc: 0.5069, top5_acc: 0.7318, loss_cls: 2.1870, loss: 2.1870, grad_norm: 2.3034 2020-09-11 15:25:09,707 - mmaction - INFO - Epoch [32][460/627] lr: 6.000e-02, eta: 23:18:39, time: 1.120, data_time: 0.018, memory: 8471, top1_acc: 0.4974, top5_acc: 0.7314, loss_cls: 2.1968, loss: 2.1968, grad_norm: 2.2666 2020-09-11 15:25:31,958 - mmaction - INFO - Epoch [32][480/627] lr: 6.000e-02, eta: 23:18:15, time: 1.114, data_time: 0.003, memory: 8471, top1_acc: 0.4973, top5_acc: 0.7276, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.3318 2020-09-11 15:25:54,180 - mmaction - INFO - Epoch [32][500/627] lr: 6.000e-02, eta: 23:17:50, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.4895, top5_acc: 0.7246, loss_cls: 2.2376, loss: 2.2376, grad_norm: 2.2798 2020-09-11 15:26:16,384 - mmaction - INFO - Epoch [32][520/627] lr: 6.000e-02, eta: 23:17:26, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4936, top5_acc: 0.7272, loss_cls: 2.2265, loss: 2.2265, grad_norm: 2.2933 2020-09-11 15:26:38,613 - mmaction - INFO - Epoch [32][540/627] lr: 6.000e-02, eta: 23:17:02, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.4923, top5_acc: 0.7264, loss_cls: 2.2249, loss: 2.2249, grad_norm: 2.3358 2020-09-11 15:27:00,821 - mmaction - INFO - Epoch [32][560/627] lr: 6.000e-02, eta: 23:16:38, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.4969, top5_acc: 0.7279, loss_cls: 2.2107, loss: 2.2107, grad_norm: 2.2591 2020-09-11 15:27:23,078 - mmaction - INFO - Epoch [32][580/627] lr: 6.000e-02, eta: 23:16:14, time: 1.113, data_time: 0.003, memory: 8471, top1_acc: 0.5049, top5_acc: 0.7333, loss_cls: 2.1753, loss: 2.1753, grad_norm: 2.2613 2020-09-11 15:27:45,387 - mmaction - INFO - Epoch [32][600/627] lr: 6.000e-02, eta: 23:15:50, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.4957, top5_acc: 0.7262, loss_cls: 2.2293, loss: 2.2293, grad_norm: 2.3168 2020-09-11 15:28:07,623 - mmaction - INFO - Epoch [32][620/627] lr: 6.000e-02, eta: 23:15:26, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.4980, top5_acc: 0.7355, loss_cls: 2.1929, loss: 2.1929, grad_norm: 2.3163 2020-09-11 15:28:49,216 - mmaction - INFO - Epoch [33][20/627] lr: 6.000e-02, eta: 23:15:12, time: 1.758, data_time: 0.549, memory: 8471, top1_acc: 0.5051, top5_acc: 0.7380, loss_cls: 2.1714, loss: 2.1714, grad_norm: 2.3079 2020-09-11 15:29:11,482 - mmaction - INFO - Epoch [33][40/627] lr: 6.000e-02, eta: 23:14:48, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5085, top5_acc: 0.7440, loss_cls: 2.1303, loss: 2.1303, grad_norm: 2.2789 2020-09-11 15:29:33,693 - mmaction - INFO - Epoch [33][60/627] lr: 6.000e-02, eta: 23:14:24, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5122, top5_acc: 0.7395, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.2443 2020-09-11 15:29:55,925 - mmaction - INFO - Epoch [33][80/627] lr: 6.000e-02, eta: 23:13:59, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.5103, top5_acc: 0.7335, loss_cls: 2.1833, loss: 2.1833, grad_norm: 2.2796 2020-09-11 15:30:18,078 - mmaction - INFO - Epoch [33][100/627] lr: 6.000e-02, eta: 23:13:35, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.1993, loss: 2.1993, grad_norm: 2.3479 2020-09-11 15:30:40,346 - mmaction - INFO - Epoch [33][120/627] lr: 6.000e-02, eta: 23:13:11, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.4960, top5_acc: 0.7331, loss_cls: 2.2075, loss: 2.2075, grad_norm: 2.3411 2020-09-11 15:31:02,660 - mmaction - INFO - Epoch [33][140/627] lr: 6.000e-02, eta: 23:12:48, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.4984, top5_acc: 0.7262, loss_cls: 2.2091, loss: 2.2091, grad_norm: 2.2768 2020-09-11 15:31:24,821 - mmaction - INFO - Epoch [33][160/627] lr: 6.000e-02, eta: 23:12:23, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.4927, top5_acc: 0.7246, loss_cls: 2.2169, loss: 2.2169, grad_norm: 2.3085 2020-09-11 15:31:47,093 - mmaction - INFO - Epoch [33][180/627] lr: 6.000e-02, eta: 23:11:59, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5026, top5_acc: 0.7362, loss_cls: 2.1894, loss: 2.1894, grad_norm: 2.2535 2020-09-11 15:32:09,275 - mmaction - INFO - Epoch [33][200/627] lr: 6.000e-02, eta: 23:11:35, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.5085, top5_acc: 0.7355, loss_cls: 2.1666, loss: 2.1666, grad_norm: 2.2430 2020-09-11 15:32:31,553 - mmaction - INFO - Epoch [33][220/627] lr: 6.000e-02, eta: 23:11:11, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.4934, top5_acc: 0.7311, loss_cls: 2.1880, loss: 2.1880, grad_norm: 2.3306 2020-09-11 15:32:53,708 - mmaction - INFO - Epoch [33][240/627] lr: 6.000e-02, eta: 23:10:47, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.4926, top5_acc: 0.7297, loss_cls: 2.2221, loss: 2.2221, grad_norm: 2.3090 2020-09-11 15:33:15,967 - mmaction - INFO - Epoch [33][260/627] lr: 6.000e-02, eta: 23:10:23, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5069, top5_acc: 0.7339, loss_cls: 2.1668, loss: 2.1668, grad_norm: 2.2891 2020-09-11 15:33:38,190 - mmaction - INFO - Epoch [33][280/627] lr: 6.000e-02, eta: 23:09:59, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.4970, top5_acc: 0.7346, loss_cls: 2.2197, loss: 2.2197, grad_norm: 2.3286 2020-09-11 15:34:00,416 - mmaction - INFO - Epoch [33][300/627] lr: 6.000e-02, eta: 23:09:35, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5040, top5_acc: 0.7355, loss_cls: 2.1766, loss: 2.1766, grad_norm: 2.2760 2020-09-11 15:34:22,703 - mmaction - INFO - Epoch [33][320/627] lr: 6.000e-02, eta: 23:09:10, time: 1.107, data_time: 0.003, memory: 8471, top1_acc: 0.5090, top5_acc: 0.7405, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.2520 2020-09-11 15:34:44,943 - mmaction - INFO - Epoch [33][340/627] lr: 6.000e-02, eta: 23:08:47, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.4986, top5_acc: 0.7401, loss_cls: 2.1840, loss: 2.1840, grad_norm: 2.3397 2020-09-11 15:35:07,131 - mmaction - INFO - Epoch [33][360/627] lr: 6.000e-02, eta: 23:08:22, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.4973, top5_acc: 0.7289, loss_cls: 2.1973, loss: 2.1973, grad_norm: 2.2958 2020-09-11 15:35:29,389 - mmaction - INFO - Epoch [33][380/627] lr: 6.000e-02, eta: 23:07:58, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4934, top5_acc: 0.7327, loss_cls: 2.2069, loss: 2.2069, grad_norm: 2.3031 2020-09-11 15:35:51,753 - mmaction - INFO - Epoch [33][400/627] lr: 6.000e-02, eta: 23:07:35, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5034, top5_acc: 0.7359, loss_cls: 2.1796, loss: 2.1796, grad_norm: 2.3191 2020-09-11 15:36:13,992 - mmaction - INFO - Epoch [33][420/627] lr: 6.000e-02, eta: 23:07:11, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4971, top5_acc: 0.7233, loss_cls: 2.2243, loss: 2.2243, grad_norm: 2.3000 2020-09-11 15:36:36,247 - mmaction - INFO - Epoch [33][440/627] lr: 6.000e-02, eta: 23:06:47, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.4997, top5_acc: 0.7348, loss_cls: 2.1960, loss: 2.1960, grad_norm: 2.2462 2020-09-11 15:36:58,447 - mmaction - INFO - Epoch [33][460/627] lr: 6.000e-02, eta: 23:06:23, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.4909, top5_acc: 0.7243, loss_cls: 2.2550, loss: 2.2550, grad_norm: 2.2854 2020-09-11 15:37:20,644 - mmaction - INFO - Epoch [33][480/627] lr: 6.000e-02, eta: 23:05:59, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5089, top5_acc: 0.7379, loss_cls: 2.1459, loss: 2.1459, grad_norm: 2.2444 2020-09-11 15:37:42,866 - mmaction - INFO - Epoch [33][500/627] lr: 6.000e-02, eta: 23:05:34, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5025, top5_acc: 0.7336, loss_cls: 2.1841, loss: 2.1841, grad_norm: 2.2769 2020-09-11 15:38:05,128 - mmaction - INFO - Epoch [33][520/627] lr: 6.000e-02, eta: 23:05:10, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5057, top5_acc: 0.7341, loss_cls: 2.2053, loss: 2.2053, grad_norm: 2.2912 2020-09-11 15:38:27,318 - mmaction - INFO - Epoch [33][540/627] lr: 6.000e-02, eta: 23:04:46, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5017, top5_acc: 0.7392, loss_cls: 2.1698, loss: 2.1698, grad_norm: 2.3213 2020-09-11 15:38:49,640 - mmaction - INFO - Epoch [33][560/627] lr: 6.000e-02, eta: 23:04:22, time: 1.107, data_time: 0.015, memory: 8471, top1_acc: 0.4931, top5_acc: 0.7302, loss_cls: 2.2163, loss: 2.2163, grad_norm: 2.3019 2020-09-11 15:39:11,896 - mmaction - INFO - Epoch [33][580/627] lr: 6.000e-02, eta: 23:03:59, time: 1.125, data_time: 0.017, memory: 8471, top1_acc: 0.5113, top5_acc: 0.7486, loss_cls: 2.1511, loss: 2.1511, grad_norm: 2.2646 2020-09-11 15:39:34,135 - mmaction - INFO - Epoch [33][600/627] lr: 6.000e-02, eta: 23:03:34, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.4962, top5_acc: 0.7339, loss_cls: 2.2159, loss: 2.2159, grad_norm: 2.2858 2020-09-11 15:39:56,410 - mmaction - INFO - Epoch [33][620/627] lr: 6.000e-02, eta: 23:03:11, time: 1.123, data_time: 0.013, memory: 8471, top1_acc: 0.4930, top5_acc: 0.7302, loss_cls: 2.2347, loss: 2.2347, grad_norm: 2.2953 2020-09-11 15:40:36,645 - mmaction - INFO - Epoch [34][20/627] lr: 6.000e-02, eta: 23:02:52, time: 1.698, data_time: 0.556, memory: 8471, top1_acc: 0.5017, top5_acc: 0.7302, loss_cls: 2.1961, loss: 2.1961, grad_norm: 2.2316 2020-09-11 15:40:58,856 - mmaction - INFO - Epoch [34][40/627] lr: 6.000e-02, eta: 23:02:29, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5060, top5_acc: 0.7405, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.2773 2020-09-11 15:41:21,179 - mmaction - INFO - Epoch [34][60/627] lr: 6.000e-02, eta: 23:02:05, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5053, top5_acc: 0.7374, loss_cls: 2.1693, loss: 2.1693, grad_norm: 2.2791 2020-09-11 15:41:43,489 - mmaction - INFO - Epoch [34][80/627] lr: 6.000e-02, eta: 23:01:41, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.5073, top5_acc: 0.7371, loss_cls: 2.1539, loss: 2.1539, grad_norm: 2.2847 2020-09-11 15:42:05,735 - mmaction - INFO - Epoch [34][100/627] lr: 6.000e-02, eta: 23:01:17, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.5079, top5_acc: 0.7401, loss_cls: 2.1596, loss: 2.1596, grad_norm: 2.3155 2020-09-11 15:42:27,947 - mmaction - INFO - Epoch [34][120/627] lr: 6.000e-02, eta: 23:00:53, time: 1.120, data_time: 0.014, memory: 8471, top1_acc: 0.4980, top5_acc: 0.7309, loss_cls: 2.1923, loss: 2.1923, grad_norm: 2.2705 2020-09-11 15:42:50,274 - mmaction - INFO - Epoch [34][140/627] lr: 6.000e-02, eta: 23:00:30, time: 1.119, data_time: 0.006, memory: 8471, top1_acc: 0.5135, top5_acc: 0.7409, loss_cls: 2.1378, loss: 2.1378, grad_norm: 2.2527 2020-09-11 15:43:12,533 - mmaction - INFO - Epoch [34][160/627] lr: 6.000e-02, eta: 23:00:05, time: 1.104, data_time: 0.003, memory: 8471, top1_acc: 0.5077, top5_acc: 0.7413, loss_cls: 2.1477, loss: 2.1477, grad_norm: 2.2912 2020-09-11 15:43:34,864 - mmaction - INFO - Epoch [34][180/627] lr: 6.000e-02, eta: 22:59:42, time: 1.124, data_time: 0.014, memory: 8471, top1_acc: 0.5029, top5_acc: 0.7352, loss_cls: 2.1603, loss: 2.1603, grad_norm: 2.2858 2020-09-11 15:43:57,072 - mmaction - INFO - Epoch [34][200/627] lr: 6.000e-02, eta: 22:59:18, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5086, top5_acc: 0.7427, loss_cls: 2.1363, loss: 2.1363, grad_norm: 2.2924 2020-09-11 15:44:19,399 - mmaction - INFO - Epoch [34][220/627] lr: 6.000e-02, eta: 22:58:54, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5004, top5_acc: 0.7392, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.2657 2020-09-11 15:44:41,592 - mmaction - INFO - Epoch [34][240/627] lr: 6.000e-02, eta: 22:58:30, time: 1.113, data_time: 0.016, memory: 8471, top1_acc: 0.4958, top5_acc: 0.7277, loss_cls: 2.2189, loss: 2.2189, grad_norm: 2.2826 2020-09-11 15:45:03,911 - mmaction - INFO - Epoch [34][260/627] lr: 6.000e-02, eta: 22:58:06, time: 1.115, data_time: 0.016, memory: 8471, top1_acc: 0.5194, top5_acc: 0.7389, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.2564 2020-09-11 15:45:26,110 - mmaction - INFO - Epoch [34][280/627] lr: 6.000e-02, eta: 22:57:42, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.4934, top5_acc: 0.7254, loss_cls: 2.2351, loss: 2.2351, grad_norm: 2.3136 2020-09-11 15:45:48,324 - mmaction - INFO - Epoch [34][300/627] lr: 6.000e-02, eta: 22:57:18, time: 1.106, data_time: 0.015, memory: 8471, top1_acc: 0.4930, top5_acc: 0.7298, loss_cls: 2.2289, loss: 2.2289, grad_norm: 2.3329 2020-09-11 15:46:10,592 - mmaction - INFO - Epoch [34][320/627] lr: 6.000e-02, eta: 22:56:54, time: 1.117, data_time: 0.020, memory: 8471, top1_acc: 0.5029, top5_acc: 0.7355, loss_cls: 2.1873, loss: 2.1873, grad_norm: 2.3047 2020-09-11 15:46:32,857 - mmaction - INFO - Epoch [34][340/627] lr: 6.000e-02, eta: 22:56:30, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.4952, top5_acc: 0.7345, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.2661 2020-09-11 15:46:55,059 - mmaction - INFO - Epoch [34][360/627] lr: 6.000e-02, eta: 22:56:06, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.4926, top5_acc: 0.7294, loss_cls: 2.2135, loss: 2.2135, grad_norm: 2.2828 2020-09-11 15:47:17,332 - mmaction - INFO - Epoch [34][380/627] lr: 6.000e-02, eta: 22:55:43, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.5060, top5_acc: 0.7359, loss_cls: 2.1867, loss: 2.1867, grad_norm: 2.2891 2020-09-11 15:47:39,621 - mmaction - INFO - Epoch [34][400/627] lr: 6.000e-02, eta: 22:55:19, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5003, top5_acc: 0.7273, loss_cls: 2.2016, loss: 2.2016, grad_norm: 2.3223 2020-09-11 15:48:01,883 - mmaction - INFO - Epoch [34][420/627] lr: 6.000e-02, eta: 22:54:55, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5009, top5_acc: 0.7299, loss_cls: 2.2002, loss: 2.2002, grad_norm: 2.3057 2020-09-11 15:48:24,124 - mmaction - INFO - Epoch [34][440/627] lr: 6.000e-02, eta: 22:54:31, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.5098, top5_acc: 0.7357, loss_cls: 2.1756, loss: 2.1756, grad_norm: 2.3020 2020-09-11 15:48:46,392 - mmaction - INFO - Epoch [34][460/627] lr: 6.000e-02, eta: 22:54:07, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5018, top5_acc: 0.7280, loss_cls: 2.1967, loss: 2.1967, grad_norm: 2.2778 2020-09-11 15:49:08,659 - mmaction - INFO - Epoch [34][480/627] lr: 6.000e-02, eta: 22:53:43, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.4978, top5_acc: 0.7266, loss_cls: 2.2165, loss: 2.2165, grad_norm: 2.2927 2020-09-11 15:49:30,874 - mmaction - INFO - Epoch [34][500/627] lr: 6.000e-02, eta: 22:53:19, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.5044, top5_acc: 0.7312, loss_cls: 2.1838, loss: 2.1838, grad_norm: 2.2905 2020-09-11 15:49:53,016 - mmaction - INFO - Epoch [34][520/627] lr: 6.000e-02, eta: 22:52:55, time: 1.114, data_time: 0.016, memory: 8471, top1_acc: 0.5086, top5_acc: 0.7379, loss_cls: 2.1634, loss: 2.1634, grad_norm: 2.2643 2020-09-11 15:50:15,258 - mmaction - INFO - Epoch [34][540/627] lr: 6.000e-02, eta: 22:52:31, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.4913, top5_acc: 0.7328, loss_cls: 2.2208, loss: 2.2208, grad_norm: 2.2936 2020-09-11 15:50:37,460 - mmaction - INFO - Epoch [34][560/627] lr: 6.000e-02, eta: 22:52:07, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.4991, top5_acc: 0.7387, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.3251 2020-09-11 15:50:59,818 - mmaction - INFO - Epoch [34][580/627] lr: 6.000e-02, eta: 22:51:44, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.4951, top5_acc: 0.7267, loss_cls: 2.2055, loss: 2.2055, grad_norm: 2.3139 2020-09-11 15:51:22,005 - mmaction - INFO - Epoch [34][600/627] lr: 6.000e-02, eta: 22:51:19, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.4891, top5_acc: 0.7208, loss_cls: 2.2404, loss: 2.2404, grad_norm: 2.3121 2020-09-11 15:51:44,326 - mmaction - INFO - Epoch [34][620/627] lr: 6.000e-02, eta: 22:50:56, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5023, top5_acc: 0.7307, loss_cls: 2.1822, loss: 2.1822, grad_norm: 2.2614 2020-09-11 15:52:24,636 - mmaction - INFO - Epoch [35][20/627] lr: 6.000e-02, eta: 22:50:37, time: 1.693, data_time: 0.522, memory: 8471, top1_acc: 0.5056, top5_acc: 0.7346, loss_cls: 2.1785, loss: 2.1785, grad_norm: 2.3462 2020-09-11 15:52:46,929 - mmaction - INFO - Epoch [35][40/627] lr: 6.000e-02, eta: 22:50:13, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.5069, top5_acc: 0.7326, loss_cls: 2.1780, loss: 2.1780, grad_norm: 2.2569 2020-09-11 15:53:09,248 - mmaction - INFO - Epoch [35][60/627] lr: 6.000e-02, eta: 22:49:50, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5089, top5_acc: 0.7388, loss_cls: 2.1462, loss: 2.1462, grad_norm: 2.2763 2020-09-11 15:53:31,395 - mmaction - INFO - Epoch [35][80/627] lr: 6.000e-02, eta: 22:49:25, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.4973, top5_acc: 0.7271, loss_cls: 2.2063, loss: 2.2063, grad_norm: 2.2930 2020-09-11 15:53:53,618 - mmaction - INFO - Epoch [35][100/627] lr: 6.000e-02, eta: 22:49:01, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.5060, top5_acc: 0.7385, loss_cls: 2.1548, loss: 2.1548, grad_norm: 2.2787 2020-09-11 15:54:15,881 - mmaction - INFO - Epoch [35][120/627] lr: 6.000e-02, eta: 22:48:38, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.5025, top5_acc: 0.7328, loss_cls: 2.1719, loss: 2.1719, grad_norm: 2.2659 2020-09-11 15:54:38,138 - mmaction - INFO - Epoch [35][140/627] lr: 6.000e-02, eta: 22:48:14, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5055, top5_acc: 0.7409, loss_cls: 2.1468, loss: 2.1468, grad_norm: 2.2724 2020-09-11 15:55:00,346 - mmaction - INFO - Epoch [35][160/627] lr: 6.000e-02, eta: 22:47:50, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5013, top5_acc: 0.7440, loss_cls: 2.1620, loss: 2.1620, grad_norm: 2.3168 2020-09-11 15:55:22,681 - mmaction - INFO - Epoch [35][180/627] lr: 6.000e-02, eta: 22:47:26, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.4969, top5_acc: 0.7349, loss_cls: 2.1796, loss: 2.1796, grad_norm: 2.2848 2020-09-11 15:55:44,886 - mmaction - INFO - Epoch [35][200/627] lr: 6.000e-02, eta: 22:47:02, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5059, top5_acc: 0.7332, loss_cls: 2.1774, loss: 2.1774, grad_norm: 2.3220 2020-09-11 15:56:07,154 - mmaction - INFO - Epoch [35][220/627] lr: 6.000e-02, eta: 22:46:38, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.5199, top5_acc: 0.7460, loss_cls: 2.1191, loss: 2.1191, grad_norm: 2.2764 2020-09-11 15:56:29,275 - mmaction - INFO - Epoch [35][240/627] lr: 6.000e-02, eta: 22:46:14, time: 1.117, data_time: 0.016, memory: 8471, top1_acc: 0.5022, top5_acc: 0.7349, loss_cls: 2.1794, loss: 2.1794, grad_norm: 2.2996 2020-09-11 15:56:51,479 - mmaction - INFO - Epoch [35][260/627] lr: 6.000e-02, eta: 22:45:50, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.4987, top5_acc: 0.7342, loss_cls: 2.1915, loss: 2.1915, grad_norm: 2.3072 2020-09-11 15:57:13,723 - mmaction - INFO - Epoch [35][280/627] lr: 6.000e-02, eta: 22:45:26, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.5023, top5_acc: 0.7384, loss_cls: 2.1787, loss: 2.1787, grad_norm: 2.2873 2020-09-11 15:57:36,123 - mmaction - INFO - Epoch [35][300/627] lr: 6.000e-02, eta: 22:45:03, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.4973, top5_acc: 0.7335, loss_cls: 2.1989, loss: 2.1989, grad_norm: 2.2795 2020-09-11 15:57:58,418 - mmaction - INFO - Epoch [35][320/627] lr: 6.000e-02, eta: 22:44:39, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5018, top5_acc: 0.7288, loss_cls: 2.1933, loss: 2.1933, grad_norm: 2.2844 2020-09-11 15:58:20,746 - mmaction - INFO - Epoch [35][340/627] lr: 6.000e-02, eta: 22:44:16, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5008, top5_acc: 0.7293, loss_cls: 2.2054, loss: 2.2054, grad_norm: 2.2918 2020-09-11 15:58:43,062 - mmaction - INFO - Epoch [35][360/627] lr: 6.000e-02, eta: 22:43:52, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5059, top5_acc: 0.7397, loss_cls: 2.1644, loss: 2.1644, grad_norm: 2.2557 2020-09-11 15:59:05,343 - mmaction - INFO - Epoch [35][380/627] lr: 6.000e-02, eta: 22:43:28, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.4978, top5_acc: 0.7337, loss_cls: 2.2071, loss: 2.2071, grad_norm: 2.2921 2020-09-11 15:59:27,680 - mmaction - INFO - Epoch [35][400/627] lr: 6.000e-02, eta: 22:43:05, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.4966, top5_acc: 0.7322, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.3245 2020-09-11 15:59:49,954 - mmaction - INFO - Epoch [35][420/627] lr: 6.000e-02, eta: 22:42:41, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.4995, top5_acc: 0.7411, loss_cls: 2.1701, loss: 2.1701, grad_norm: 2.3036 2020-09-11 16:00:12,155 - mmaction - INFO - Epoch [35][440/627] lr: 6.000e-02, eta: 22:42:17, time: 1.110, data_time: 0.014, memory: 8471, top1_acc: 0.5016, top5_acc: 0.7392, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.3000 2020-09-11 16:00:34,443 - mmaction - INFO - Epoch [35][460/627] lr: 6.000e-02, eta: 22:41:53, time: 1.118, data_time: 0.017, memory: 8471, top1_acc: 0.5064, top5_acc: 0.7341, loss_cls: 2.1841, loss: 2.1841, grad_norm: 2.2811 2020-09-11 16:00:56,649 - mmaction - INFO - Epoch [35][480/627] lr: 6.000e-02, eta: 22:41:29, time: 1.106, data_time: 0.009, memory: 8471, top1_acc: 0.5004, top5_acc: 0.7283, loss_cls: 2.1964, loss: 2.1964, grad_norm: 2.3240 2020-09-11 16:01:18,838 - mmaction - INFO - Epoch [35][500/627] lr: 6.000e-02, eta: 22:41:05, time: 1.110, data_time: 0.014, memory: 8471, top1_acc: 0.4960, top5_acc: 0.7391, loss_cls: 2.1977, loss: 2.1977, grad_norm: 2.3136 2020-09-11 16:01:41,100 - mmaction - INFO - Epoch [35][520/627] lr: 6.000e-02, eta: 22:40:41, time: 1.110, data_time: 0.012, memory: 8471, top1_acc: 0.5043, top5_acc: 0.7336, loss_cls: 2.1713, loss: 2.1713, grad_norm: 2.2851 2020-09-11 16:02:03,382 - mmaction - INFO - Epoch [35][540/627] lr: 6.000e-02, eta: 22:40:18, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.5013, top5_acc: 0.7326, loss_cls: 2.1763, loss: 2.1763, grad_norm: 2.3191 2020-09-11 16:02:25,678 - mmaction - INFO - Epoch [35][560/627] lr: 6.000e-02, eta: 22:39:54, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5003, top5_acc: 0.7279, loss_cls: 2.1906, loss: 2.1906, grad_norm: 2.3046 2020-09-11 16:02:47,938 - mmaction - INFO - Epoch [35][580/627] lr: 6.000e-02, eta: 22:39:30, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.5039, top5_acc: 0.7395, loss_cls: 2.1884, loss: 2.1884, grad_norm: 2.3335 2020-09-11 16:03:10,188 - mmaction - INFO - Epoch [35][600/627] lr: 6.000e-02, eta: 22:39:06, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.5040, top5_acc: 0.7335, loss_cls: 2.1843, loss: 2.1843, grad_norm: 2.3389 2020-09-11 16:03:32,369 - mmaction - INFO - Epoch [35][620/627] lr: 6.000e-02, eta: 22:38:43, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.4960, top5_acc: 0.7393, loss_cls: 2.1759, loss: 2.1759, grad_norm: 2.2791 2020-09-11 16:03:58,782 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-09-11 16:05:09,193 - mmaction - INFO - Epoch [36][20/627] lr: 6.000e-02, eta: 22:40:19, time: 3.457, data_time: 2.261, memory: 8471, top1_acc: 0.5100, top5_acc: 0.7344, loss_cls: 2.1577, loss: 2.1577, grad_norm: 2.2691 2020-09-11 16:05:31,354 - mmaction - INFO - Epoch [36][40/627] lr: 6.000e-02, eta: 22:39:55, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5098, top5_acc: 0.7513, loss_cls: 2.1022, loss: 2.1022, grad_norm: 2.2952 2020-09-11 16:05:53,512 - mmaction - INFO - Epoch [36][60/627] lr: 6.000e-02, eta: 22:39:30, time: 1.106, data_time: 0.009, memory: 8471, top1_acc: 0.5176, top5_acc: 0.7470, loss_cls: 2.1016, loss: 2.1016, grad_norm: 2.2742 2020-09-11 16:06:15,750 - mmaction - INFO - Epoch [36][80/627] lr: 6.000e-02, eta: 22:39:06, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5072, top5_acc: 0.7378, loss_cls: 2.1618, loss: 2.1618, grad_norm: 2.3037 2020-09-11 16:06:37,957 - mmaction - INFO - Epoch [36][100/627] lr: 6.000e-02, eta: 22:38:42, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5142, top5_acc: 0.7404, loss_cls: 2.1323, loss: 2.1323, grad_norm: 2.3016 2020-09-11 16:07:00,190 - mmaction - INFO - Epoch [36][120/627] lr: 6.000e-02, eta: 22:38:18, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5105, top5_acc: 0.7354, loss_cls: 2.1443, loss: 2.1443, grad_norm: 2.2510 2020-09-11 16:07:22,343 - mmaction - INFO - Epoch [36][140/627] lr: 6.000e-02, eta: 22:37:54, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5197, top5_acc: 0.7474, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.2914 2020-09-11 16:07:44,549 - mmaction - INFO - Epoch [36][160/627] lr: 6.000e-02, eta: 22:37:30, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.5012, top5_acc: 0.7335, loss_cls: 2.1820, loss: 2.1820, grad_norm: 2.3432 2020-09-11 16:08:06,691 - mmaction - INFO - Epoch [36][180/627] lr: 6.000e-02, eta: 22:37:06, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.5064, top5_acc: 0.7374, loss_cls: 2.1800, loss: 2.1800, grad_norm: 2.3144 2020-09-11 16:08:28,938 - mmaction - INFO - Epoch [36][200/627] lr: 6.000e-02, eta: 22:36:42, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.5113, top5_acc: 0.7411, loss_cls: 2.1441, loss: 2.1441, grad_norm: 2.2998 2020-09-11 16:08:51,161 - mmaction - INFO - Epoch [36][220/627] lr: 6.000e-02, eta: 22:36:18, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5049, top5_acc: 0.7283, loss_cls: 2.1922, loss: 2.1922, grad_norm: 2.3205 2020-09-11 16:09:13,440 - mmaction - INFO - Epoch [36][240/627] lr: 6.000e-02, eta: 22:35:54, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5078, top5_acc: 0.7387, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.3341 2020-09-11 16:09:35,733 - mmaction - INFO - Epoch [36][260/627] lr: 6.000e-02, eta: 22:35:30, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.4975, top5_acc: 0.7247, loss_cls: 2.2210, loss: 2.2210, grad_norm: 2.2930 2020-09-11 16:09:58,034 - mmaction - INFO - Epoch [36][280/627] lr: 6.000e-02, eta: 22:35:06, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5098, top5_acc: 0.7409, loss_cls: 2.1546, loss: 2.1546, grad_norm: 2.2658 2020-09-11 16:10:20,247 - mmaction - INFO - Epoch [36][300/627] lr: 6.000e-02, eta: 22:34:43, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5098, top5_acc: 0.7415, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.3104 2020-09-11 16:10:42,471 - mmaction - INFO - Epoch [36][320/627] lr: 6.000e-02, eta: 22:34:18, time: 1.100, data_time: 0.005, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7374, loss_cls: 2.1631, loss: 2.1631, grad_norm: 2.2942 2020-09-11 16:11:04,653 - mmaction - INFO - Epoch [36][340/627] lr: 6.000e-02, eta: 22:33:54, time: 1.116, data_time: 0.016, memory: 8471, top1_acc: 0.5017, top5_acc: 0.7367, loss_cls: 2.1745, loss: 2.1745, grad_norm: 2.3268 2020-09-11 16:11:26,906 - mmaction - INFO - Epoch [36][360/627] lr: 6.000e-02, eta: 22:33:30, time: 1.108, data_time: 0.011, memory: 8471, top1_acc: 0.4965, top5_acc: 0.7365, loss_cls: 2.1628, loss: 2.1628, grad_norm: 2.2878 2020-09-11 16:11:49,164 - mmaction - INFO - Epoch [36][380/627] lr: 6.000e-02, eta: 22:33:06, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.4980, top5_acc: 0.7309, loss_cls: 2.1991, loss: 2.1991, grad_norm: 2.2971 2020-09-11 16:12:11,555 - mmaction - INFO - Epoch [36][400/627] lr: 6.000e-02, eta: 22:32:43, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5030, top5_acc: 0.7393, loss_cls: 2.1580, loss: 2.1580, grad_norm: 2.3064 2020-09-11 16:12:33,743 - mmaction - INFO - Epoch [36][420/627] lr: 6.000e-02, eta: 22:32:19, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5082, top5_acc: 0.7350, loss_cls: 2.1781, loss: 2.1781, grad_norm: 2.3154 2020-09-11 16:12:55,981 - mmaction - INFO - Epoch [36][440/627] lr: 6.000e-02, eta: 22:31:55, time: 1.108, data_time: 0.012, memory: 8471, top1_acc: 0.5086, top5_acc: 0.7342, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.2854 2020-09-11 16:13:18,310 - mmaction - INFO - Epoch [36][460/627] lr: 6.000e-02, eta: 22:31:32, time: 1.122, data_time: 0.013, memory: 8471, top1_acc: 0.4964, top5_acc: 0.7293, loss_cls: 2.2028, loss: 2.2028, grad_norm: 2.3079 2020-09-11 16:13:40,620 - mmaction - INFO - Epoch [36][480/627] lr: 6.000e-02, eta: 22:31:08, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.5048, top5_acc: 0.7371, loss_cls: 2.1664, loss: 2.1664, grad_norm: 2.3047 2020-09-11 16:14:02,842 - mmaction - INFO - Epoch [36][500/627] lr: 6.000e-02, eta: 22:30:44, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.4993, top5_acc: 0.7333, loss_cls: 2.1698, loss: 2.1698, grad_norm: 2.2648 2020-09-11 16:14:25,144 - mmaction - INFO - Epoch [36][520/627] lr: 6.000e-02, eta: 22:30:20, time: 1.110, data_time: 0.015, memory: 8471, top1_acc: 0.4956, top5_acc: 0.7229, loss_cls: 2.2355, loss: 2.2355, grad_norm: 2.3254 2020-09-11 16:14:47,396 - mmaction - INFO - Epoch [36][540/627] lr: 6.000e-02, eta: 22:29:56, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.4921, top5_acc: 0.7169, loss_cls: 2.2464, loss: 2.2464, grad_norm: 2.3004 2020-09-11 16:15:09,610 - mmaction - INFO - Epoch [36][560/627] lr: 6.000e-02, eta: 22:29:32, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5103, top5_acc: 0.7406, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.2795 2020-09-11 16:15:32,008 - mmaction - INFO - Epoch [36][580/627] lr: 6.000e-02, eta: 22:29:09, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.5053, top5_acc: 0.7315, loss_cls: 2.1926, loss: 2.1926, grad_norm: 2.2981 2020-09-11 16:15:54,336 - mmaction - INFO - Epoch [36][600/627] lr: 6.000e-02, eta: 22:28:45, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5061, top5_acc: 0.7397, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.3150 2020-09-11 16:16:16,551 - mmaction - INFO - Epoch [36][620/627] lr: 6.000e-02, eta: 22:28:21, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.2062, loss: 2.2062, grad_norm: 2.3049 2020-09-11 16:16:57,026 - mmaction - INFO - Epoch [37][20/627] lr: 6.000e-02, eta: 22:28:03, time: 1.713, data_time: 0.543, memory: 8471, top1_acc: 0.5069, top5_acc: 0.7366, loss_cls: 2.1577, loss: 2.1577, grad_norm: 2.3329 2020-09-11 16:17:19,325 - mmaction - INFO - Epoch [37][40/627] lr: 6.000e-02, eta: 22:27:39, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5113, top5_acc: 0.7313, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.2799 2020-09-11 16:17:41,586 - mmaction - INFO - Epoch [37][60/627] lr: 6.000e-02, eta: 22:27:15, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5082, top5_acc: 0.7344, loss_cls: 2.1511, loss: 2.1511, grad_norm: 2.2759 2020-09-11 16:18:03,829 - mmaction - INFO - Epoch [37][80/627] lr: 6.000e-02, eta: 22:26:51, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5151, top5_acc: 0.7401, loss_cls: 2.1239, loss: 2.1239, grad_norm: 2.2735 2020-09-11 16:18:26,158 - mmaction - INFO - Epoch [37][100/627] lr: 6.000e-02, eta: 22:26:27, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5116, top5_acc: 0.7417, loss_cls: 2.1297, loss: 2.1297, grad_norm: 2.3303 2020-09-11 16:18:48,415 - mmaction - INFO - Epoch [37][120/627] lr: 6.000e-02, eta: 22:26:03, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5181, top5_acc: 0.7462, loss_cls: 2.1235, loss: 2.1235, grad_norm: 2.3281 2020-09-11 16:19:10,803 - mmaction - INFO - Epoch [37][140/627] lr: 6.000e-02, eta: 22:25:40, time: 1.123, data_time: 0.009, memory: 8471, top1_acc: 0.5000, top5_acc: 0.7350, loss_cls: 2.1877, loss: 2.1877, grad_norm: 2.3203 2020-09-11 16:19:32,908 - mmaction - INFO - Epoch [37][160/627] lr: 6.000e-02, eta: 22:25:16, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.5108, top5_acc: 0.7451, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.2532 2020-09-11 16:19:55,068 - mmaction - INFO - Epoch [37][180/627] lr: 6.000e-02, eta: 22:24:52, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5044, top5_acc: 0.7320, loss_cls: 2.1659, loss: 2.1659, grad_norm: 2.2966 2020-09-11 16:20:17,403 - mmaction - INFO - Epoch [37][200/627] lr: 6.000e-02, eta: 22:24:28, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.5065, top5_acc: 0.7409, loss_cls: 2.1567, loss: 2.1567, grad_norm: 2.2720 2020-09-11 16:20:39,717 - mmaction - INFO - Epoch [37][220/627] lr: 6.000e-02, eta: 22:24:04, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.5034, top5_acc: 0.7383, loss_cls: 2.1701, loss: 2.1701, grad_norm: 2.3130 2020-09-11 16:21:02,005 - mmaction - INFO - Epoch [37][240/627] lr: 6.000e-02, eta: 22:23:41, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.4988, top5_acc: 0.7398, loss_cls: 2.1726, loss: 2.1726, grad_norm: 2.3233 2020-09-11 16:21:24,252 - mmaction - INFO - Epoch [37][260/627] lr: 6.000e-02, eta: 22:23:17, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.5052, top5_acc: 0.7395, loss_cls: 2.1524, loss: 2.1524, grad_norm: 2.2906 2020-09-11 16:21:46,560 - mmaction - INFO - Epoch [37][280/627] lr: 6.000e-02, eta: 22:22:54, time: 1.120, data_time: 0.010, memory: 8471, top1_acc: 0.5172, top5_acc: 0.7405, loss_cls: 2.1310, loss: 2.1310, grad_norm: 2.2961 2020-09-11 16:22:08,958 - mmaction - INFO - Epoch [37][300/627] lr: 6.000e-02, eta: 22:22:30, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.5013, top5_acc: 0.7368, loss_cls: 2.1761, loss: 2.1761, grad_norm: 2.3526 2020-09-11 16:22:31,194 - mmaction - INFO - Epoch [37][320/627] lr: 6.000e-02, eta: 22:22:06, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5036, top5_acc: 0.7375, loss_cls: 2.1584, loss: 2.1584, grad_norm: 2.2988 2020-09-11 16:22:53,474 - mmaction - INFO - Epoch [37][340/627] lr: 6.000e-02, eta: 22:21:42, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1634, loss: 2.1634, grad_norm: 2.2985 2020-09-11 16:23:15,702 - mmaction - INFO - Epoch [37][360/627] lr: 6.000e-02, eta: 22:21:19, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1877, loss: 2.1877, grad_norm: 2.3324 2020-09-11 16:23:37,986 - mmaction - INFO - Epoch [37][380/627] lr: 6.000e-02, eta: 22:20:55, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5014, top5_acc: 0.7353, loss_cls: 2.1910, loss: 2.1910, grad_norm: 2.3080 2020-09-11 16:24:00,317 - mmaction - INFO - Epoch [37][400/627] lr: 6.000e-02, eta: 22:20:31, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.5091, top5_acc: 0.7397, loss_cls: 2.1560, loss: 2.1560, grad_norm: 2.2784 2020-09-11 16:24:22,613 - mmaction - INFO - Epoch [37][420/627] lr: 6.000e-02, eta: 22:20:08, time: 1.123, data_time: 0.014, memory: 8471, top1_acc: 0.5150, top5_acc: 0.7410, loss_cls: 2.1410, loss: 2.1410, grad_norm: 2.2597 2020-09-11 16:24:44,978 - mmaction - INFO - Epoch [37][440/627] lr: 6.000e-02, eta: 22:19:44, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.4958, top5_acc: 0.7301, loss_cls: 2.2138, loss: 2.2138, grad_norm: 2.3242 2020-09-11 16:25:07,301 - mmaction - INFO - Epoch [37][460/627] lr: 6.000e-02, eta: 22:19:20, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.4992, top5_acc: 0.7365, loss_cls: 2.1865, loss: 2.1865, grad_norm: 2.3009 2020-09-11 16:25:29,548 - mmaction - INFO - Epoch [37][480/627] lr: 6.000e-02, eta: 22:18:56, time: 1.109, data_time: 0.014, memory: 8471, top1_acc: 0.5168, top5_acc: 0.7527, loss_cls: 2.0944, loss: 2.0944, grad_norm: 2.2820 2020-09-11 16:25:51,762 - mmaction - INFO - Epoch [37][500/627] lr: 6.000e-02, eta: 22:18:33, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.5018, top5_acc: 0.7345, loss_cls: 2.1594, loss: 2.1594, grad_norm: 2.3052 2020-09-11 16:26:14,101 - mmaction - INFO - Epoch [37][520/627] lr: 6.000e-02, eta: 22:18:09, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5072, top5_acc: 0.7388, loss_cls: 2.1559, loss: 2.1559, grad_norm: 2.3238 2020-09-11 16:26:36,308 - mmaction - INFO - Epoch [37][540/627] lr: 6.000e-02, eta: 22:17:45, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.4992, top5_acc: 0.7247, loss_cls: 2.2155, loss: 2.2155, grad_norm: 2.3038 2020-09-11 16:26:58,624 - mmaction - INFO - Epoch [37][560/627] lr: 6.000e-02, eta: 22:17:22, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.4986, top5_acc: 0.7297, loss_cls: 2.2116, loss: 2.2116, grad_norm: 2.2955 2020-09-11 16:27:20,877 - mmaction - INFO - Epoch [37][580/627] lr: 6.000e-02, eta: 22:16:58, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5096, top5_acc: 0.7281, loss_cls: 2.1868, loss: 2.1868, grad_norm: 2.2538 2020-09-11 16:27:43,100 - mmaction - INFO - Epoch [37][600/627] lr: 6.000e-02, eta: 22:16:34, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.5053, top5_acc: 0.7389, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.2977 2020-09-11 16:28:05,326 - mmaction - INFO - Epoch [37][620/627] lr: 6.000e-02, eta: 22:16:10, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.4954, top5_acc: 0.7247, loss_cls: 2.2201, loss: 2.2201, grad_norm: 2.3246 2020-09-11 16:28:45,611 - mmaction - INFO - Epoch [38][20/627] lr: 6.000e-02, eta: 22:15:50, time: 1.699, data_time: 0.510, memory: 8471, top1_acc: 0.5150, top5_acc: 0.7427, loss_cls: 2.1209, loss: 2.1209, grad_norm: 2.2626 2020-09-11 16:29:07,792 - mmaction - INFO - Epoch [38][40/627] lr: 6.000e-02, eta: 22:15:26, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.5064, top5_acc: 0.7452, loss_cls: 2.1471, loss: 2.1471, grad_norm: 2.3275 2020-09-11 16:29:30,057 - mmaction - INFO - Epoch [38][60/627] lr: 6.000e-02, eta: 22:15:03, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.5103, top5_acc: 0.7365, loss_cls: 2.1626, loss: 2.1626, grad_norm: 2.2797 2020-09-11 16:29:52,269 - mmaction - INFO - Epoch [38][80/627] lr: 6.000e-02, eta: 22:14:39, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5060, top5_acc: 0.7355, loss_cls: 2.1630, loss: 2.1630, grad_norm: 2.3365 2020-09-11 16:30:14,504 - mmaction - INFO - Epoch [38][100/627] lr: 6.000e-02, eta: 22:14:15, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5199, top5_acc: 0.7500, loss_cls: 2.0997, loss: 2.0997, grad_norm: 2.2667 2020-09-11 16:30:36,782 - mmaction - INFO - Epoch [38][120/627] lr: 6.000e-02, eta: 22:13:51, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5098, top5_acc: 0.7375, loss_cls: 2.1519, loss: 2.1519, grad_norm: 2.3129 2020-09-11 16:30:59,004 - mmaction - INFO - Epoch [38][140/627] lr: 6.000e-02, eta: 22:13:27, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5102, top5_acc: 0.7424, loss_cls: 2.1557, loss: 2.1557, grad_norm: 2.2818 2020-09-11 16:31:21,426 - mmaction - INFO - Epoch [38][160/627] lr: 6.000e-02, eta: 22:13:04, time: 1.121, data_time: 0.008, memory: 8471, top1_acc: 0.5099, top5_acc: 0.7417, loss_cls: 2.1470, loss: 2.1470, grad_norm: 2.3000 2020-09-11 16:31:43,665 - mmaction - INFO - Epoch [38][180/627] lr: 6.000e-02, eta: 22:12:40, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5109, top5_acc: 0.7495, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.2815 2020-09-11 16:32:05,831 - mmaction - INFO - Epoch [38][200/627] lr: 6.000e-02, eta: 22:12:16, time: 1.103, data_time: 0.004, memory: 8471, top1_acc: 0.5232, top5_acc: 0.7482, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.2939 2020-09-11 16:32:28,122 - mmaction - INFO - Epoch [38][220/627] lr: 6.000e-02, eta: 22:11:52, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.4975, top5_acc: 0.7315, loss_cls: 2.1921, loss: 2.1921, grad_norm: 2.2776 2020-09-11 16:32:50,410 - mmaction - INFO - Epoch [38][240/627] lr: 6.000e-02, eta: 22:11:29, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5090, top5_acc: 0.7402, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.2848 2020-09-11 16:33:12,646 - mmaction - INFO - Epoch [38][260/627] lr: 6.000e-02, eta: 22:11:05, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.5016, top5_acc: 0.7301, loss_cls: 2.1819, loss: 2.1819, grad_norm: 2.2883 2020-09-11 16:33:34,939 - mmaction - INFO - Epoch [38][280/627] lr: 6.000e-02, eta: 22:10:41, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5135, top5_acc: 0.7462, loss_cls: 2.1243, loss: 2.1243, grad_norm: 2.2913 2020-09-11 16:33:57,272 - mmaction - INFO - Epoch [38][300/627] lr: 6.000e-02, eta: 22:10:18, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5023, top5_acc: 0.7337, loss_cls: 2.1935, loss: 2.1935, grad_norm: 2.3355 2020-09-11 16:34:19,585 - mmaction - INFO - Epoch [38][320/627] lr: 6.000e-02, eta: 22:09:54, time: 1.122, data_time: 0.010, memory: 8471, top1_acc: 0.5070, top5_acc: 0.7361, loss_cls: 2.1745, loss: 2.1745, grad_norm: 2.3349 2020-09-11 16:34:41,735 - mmaction - INFO - Epoch [38][340/627] lr: 6.000e-02, eta: 22:09:30, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.5068, top5_acc: 0.7376, loss_cls: 2.1500, loss: 2.1500, grad_norm: 2.3077 2020-09-11 16:35:03,926 - mmaction - INFO - Epoch [38][360/627] lr: 6.000e-02, eta: 22:09:06, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5017, top5_acc: 0.7323, loss_cls: 2.1963, loss: 2.1963, grad_norm: 2.3422 2020-09-11 16:35:26,280 - mmaction - INFO - Epoch [38][380/627] lr: 6.000e-02, eta: 22:08:43, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5033, top5_acc: 0.7404, loss_cls: 2.1404, loss: 2.1404, grad_norm: 2.3150 2020-09-11 16:35:48,592 - mmaction - INFO - Epoch [38][400/627] lr: 6.000e-02, eta: 22:08:19, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.4975, top5_acc: 0.7365, loss_cls: 2.1816, loss: 2.1816, grad_norm: 2.3163 2020-09-11 16:36:10,849 - mmaction - INFO - Epoch [38][420/627] lr: 6.000e-02, eta: 22:07:56, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5138, top5_acc: 0.7395, loss_cls: 2.1490, loss: 2.1490, grad_norm: 2.2672 2020-09-11 16:36:32,977 - mmaction - INFO - Epoch [38][440/627] lr: 6.000e-02, eta: 22:07:32, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.5189, top5_acc: 0.7391, loss_cls: 2.1288, loss: 2.1288, grad_norm: 2.3002 2020-09-11 16:36:55,112 - mmaction - INFO - Epoch [38][460/627] lr: 6.000e-02, eta: 22:07:07, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.5091, top5_acc: 0.7322, loss_cls: 2.1814, loss: 2.1814, grad_norm: 2.2899 2020-09-11 16:37:17,443 - mmaction - INFO - Epoch [38][480/627] lr: 6.000e-02, eta: 22:06:44, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.5076, top5_acc: 0.7423, loss_cls: 2.1489, loss: 2.1489, grad_norm: 2.2754 2020-09-11 16:37:39,721 - mmaction - INFO - Epoch [38][500/627] lr: 6.000e-02, eta: 22:06:20, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5066, top5_acc: 0.7398, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.3089 2020-09-11 16:38:02,003 - mmaction - INFO - Epoch [38][520/627] lr: 6.000e-02, eta: 22:05:56, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.5046, top5_acc: 0.7383, loss_cls: 2.1526, loss: 2.1526, grad_norm: 2.3226 2020-09-11 16:38:24,213 - mmaction - INFO - Epoch [38][540/627] lr: 6.000e-02, eta: 22:05:33, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5128, top5_acc: 0.7366, loss_cls: 2.1394, loss: 2.1394, grad_norm: 2.3031 2020-09-11 16:38:46,549 - mmaction - INFO - Epoch [38][560/627] lr: 6.000e-02, eta: 22:05:09, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.4956, top5_acc: 0.7247, loss_cls: 2.2145, loss: 2.2145, grad_norm: 2.3042 2020-09-11 16:39:08,772 - mmaction - INFO - Epoch [38][580/627] lr: 6.000e-02, eta: 22:04:45, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.4974, top5_acc: 0.7324, loss_cls: 2.2069, loss: 2.2069, grad_norm: 2.3133 2020-09-11 16:39:30,978 - mmaction - INFO - Epoch [38][600/627] lr: 6.000e-02, eta: 22:04:22, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5072, top5_acc: 0.7410, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.3245 2020-09-11 16:39:53,166 - mmaction - INFO - Epoch [38][620/627] lr: 6.000e-02, eta: 22:03:57, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.5057, top5_acc: 0.7387, loss_cls: 2.1517, loss: 2.1517, grad_norm: 2.2861 2020-09-11 16:40:33,612 - mmaction - INFO - Epoch [39][20/627] lr: 6.000e-02, eta: 22:03:37, time: 1.706, data_time: 0.545, memory: 8471, top1_acc: 0.5169, top5_acc: 0.7418, loss_cls: 2.1163, loss: 2.1163, grad_norm: 2.3092 2020-09-11 16:40:55,842 - mmaction - INFO - Epoch [39][40/627] lr: 6.000e-02, eta: 22:03:14, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5171, top5_acc: 0.7466, loss_cls: 2.1042, loss: 2.1042, grad_norm: 2.3073 2020-09-11 16:41:18,047 - mmaction - INFO - Epoch [39][60/627] lr: 6.000e-02, eta: 22:02:50, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5177, top5_acc: 0.7440, loss_cls: 2.1008, loss: 2.1008, grad_norm: 2.2834 2020-09-11 16:41:40,247 - mmaction - INFO - Epoch [39][80/627] lr: 6.000e-02, eta: 22:02:26, time: 1.102, data_time: 0.004, memory: 8471, top1_acc: 0.5043, top5_acc: 0.7411, loss_cls: 2.1491, loss: 2.1491, grad_norm: 2.3505 2020-09-11 16:42:02,475 - mmaction - INFO - Epoch [39][100/627] lr: 6.000e-02, eta: 22:02:02, time: 1.117, data_time: 0.016, memory: 8471, top1_acc: 0.5105, top5_acc: 0.7354, loss_cls: 2.1485, loss: 2.1485, grad_norm: 2.3125 2020-09-11 16:42:24,720 - mmaction - INFO - Epoch [39][120/627] lr: 6.000e-02, eta: 22:01:38, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5146, top5_acc: 0.7451, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.2909 2020-09-11 16:42:46,931 - mmaction - INFO - Epoch [39][140/627] lr: 6.000e-02, eta: 22:01:14, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5064, top5_acc: 0.7353, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.3155 2020-09-11 16:43:09,209 - mmaction - INFO - Epoch [39][160/627] lr: 6.000e-02, eta: 22:00:51, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5072, top5_acc: 0.7371, loss_cls: 2.1676, loss: 2.1676, grad_norm: 2.3028 2020-09-11 16:43:31,450 - mmaction - INFO - Epoch [39][180/627] lr: 6.000e-02, eta: 22:00:27, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5115, top5_acc: 0.7350, loss_cls: 2.1719, loss: 2.1719, grad_norm: 2.3008 2020-09-11 16:43:53,774 - mmaction - INFO - Epoch [39][200/627] lr: 6.000e-02, eta: 22:00:04, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5113, top5_acc: 0.7418, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.3035 2020-09-11 16:44:16,035 - mmaction - INFO - Epoch [39][220/627] lr: 6.000e-02, eta: 21:59:40, time: 1.109, data_time: 0.014, memory: 8471, top1_acc: 0.5126, top5_acc: 0.7422, loss_cls: 2.1440, loss: 2.1440, grad_norm: 2.2980 2020-09-11 16:44:38,221 - mmaction - INFO - Epoch [39][240/627] lr: 6.000e-02, eta: 21:59:16, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.5036, top5_acc: 0.7440, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.2997 2020-09-11 16:45:00,445 - mmaction - INFO - Epoch [39][260/627] lr: 6.000e-02, eta: 21:58:52, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5151, top5_acc: 0.7367, loss_cls: 2.1509, loss: 2.1509, grad_norm: 2.3091 2020-09-11 16:45:22,647 - mmaction - INFO - Epoch [39][280/627] lr: 6.000e-02, eta: 21:58:28, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5090, top5_acc: 0.7428, loss_cls: 2.1387, loss: 2.1387, grad_norm: 2.3369 2020-09-11 16:45:44,888 - mmaction - INFO - Epoch [39][300/627] lr: 6.000e-02, eta: 21:58:04, time: 1.105, data_time: 0.011, memory: 8471, top1_acc: 0.5107, top5_acc: 0.7421, loss_cls: 2.1355, loss: 2.1355, grad_norm: 2.3002 2020-09-11 16:46:07,163 - mmaction - INFO - Epoch [39][320/627] lr: 6.000e-02, eta: 21:57:41, time: 1.123, data_time: 0.015, memory: 8471, top1_acc: 0.5120, top5_acc: 0.7362, loss_cls: 2.1395, loss: 2.1395, grad_norm: 2.3273 2020-09-11 16:46:29,440 - mmaction - INFO - Epoch [39][340/627] lr: 6.000e-02, eta: 21:57:17, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5079, top5_acc: 0.7379, loss_cls: 2.1704, loss: 2.1704, grad_norm: 2.3173 2020-09-11 16:46:51,741 - mmaction - INFO - Epoch [39][360/627] lr: 6.000e-02, eta: 21:56:54, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5038, top5_acc: 0.7392, loss_cls: 2.1772, loss: 2.1772, grad_norm: 2.3138 2020-09-11 16:47:13,957 - mmaction - INFO - Epoch [39][380/627] lr: 6.000e-02, eta: 21:56:30, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5070, top5_acc: 0.7372, loss_cls: 2.1506, loss: 2.1506, grad_norm: 2.2821 2020-09-11 16:47:36,201 - mmaction - INFO - Epoch [39][400/627] lr: 6.000e-02, eta: 21:56:06, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.5150, top5_acc: 0.7443, loss_cls: 2.1354, loss: 2.1354, grad_norm: 2.2808 2020-09-11 16:47:58,394 - mmaction - INFO - Epoch [39][420/627] lr: 6.000e-02, eta: 21:55:43, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5073, top5_acc: 0.7441, loss_cls: 2.1479, loss: 2.1479, grad_norm: 2.3282 2020-09-11 16:48:20,580 - mmaction - INFO - Epoch [39][440/627] lr: 6.000e-02, eta: 21:55:19, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5095, top5_acc: 0.7361, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.2936 2020-09-11 16:48:42,853 - mmaction - INFO - Epoch [39][460/627] lr: 6.000e-02, eta: 21:54:55, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5120, top5_acc: 0.7418, loss_cls: 2.1126, loss: 2.1126, grad_norm: 2.3099 2020-09-11 16:49:05,167 - mmaction - INFO - Epoch [39][480/627] lr: 6.000e-02, eta: 21:54:31, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.5052, top5_acc: 0.7405, loss_cls: 2.1448, loss: 2.1448, grad_norm: 2.3199 2020-09-11 16:49:27,322 - mmaction - INFO - Epoch [39][500/627] lr: 6.000e-02, eta: 21:54:08, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.4960, top5_acc: 0.7301, loss_cls: 2.2038, loss: 2.2038, grad_norm: 2.3587 2020-09-11 16:49:49,539 - mmaction - INFO - Epoch [39][520/627] lr: 6.000e-02, eta: 21:53:44, time: 1.102, data_time: 0.007, memory: 8471, top1_acc: 0.5020, top5_acc: 0.7401, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.3215 2020-09-11 16:50:11,767 - mmaction - INFO - Epoch [39][540/627] lr: 6.000e-02, eta: 21:53:20, time: 1.118, data_time: 0.016, memory: 8471, top1_acc: 0.5049, top5_acc: 0.7319, loss_cls: 2.1870, loss: 2.1870, grad_norm: 2.3193 2020-09-11 16:50:33,939 - mmaction - INFO - Epoch [39][560/627] lr: 6.000e-02, eta: 21:52:56, time: 1.102, data_time: 0.009, memory: 8471, top1_acc: 0.4967, top5_acc: 0.7301, loss_cls: 2.2191, loss: 2.2191, grad_norm: 2.3425 2020-09-11 16:50:56,134 - mmaction - INFO - Epoch [39][580/627] lr: 6.000e-02, eta: 21:52:32, time: 1.109, data_time: 0.014, memory: 8471, top1_acc: 0.5059, top5_acc: 0.7328, loss_cls: 2.1845, loss: 2.1845, grad_norm: 2.2854 2020-09-11 16:51:18,399 - mmaction - INFO - Epoch [39][600/627] lr: 6.000e-02, eta: 21:52:09, time: 1.125, data_time: 0.015, memory: 8471, top1_acc: 0.4982, top5_acc: 0.7337, loss_cls: 2.1857, loss: 2.1857, grad_norm: 2.3076 2020-09-11 16:51:40,693 - mmaction - INFO - Epoch [39][620/627] lr: 6.000e-02, eta: 21:51:45, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5031, top5_acc: 0.7418, loss_cls: 2.1764, loss: 2.1764, grad_norm: 2.3174 2020-09-11 16:52:20,801 - mmaction - INFO - Epoch [40][20/627] lr: 6.000e-02, eta: 21:51:24, time: 1.695, data_time: 0.535, memory: 8471, top1_acc: 0.5165, top5_acc: 0.7406, loss_cls: 2.1160, loss: 2.1160, grad_norm: 2.2569 2020-09-11 16:52:42,983 - mmaction - INFO - Epoch [40][40/627] lr: 6.000e-02, eta: 21:51:00, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5120, top5_acc: 0.7449, loss_cls: 2.1239, loss: 2.1239, grad_norm: 2.3097 2020-09-11 16:53:05,251 - mmaction - INFO - Epoch [40][60/627] lr: 6.000e-02, eta: 21:50:37, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5172, top5_acc: 0.7475, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.2850 2020-09-11 16:53:27,464 - mmaction - INFO - Epoch [40][80/627] lr: 6.000e-02, eta: 21:50:13, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5180, top5_acc: 0.7487, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.3027 2020-09-11 16:53:49,668 - mmaction - INFO - Epoch [40][100/627] lr: 6.000e-02, eta: 21:49:49, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5152, top5_acc: 0.7457, loss_cls: 2.1034, loss: 2.1034, grad_norm: 2.2933 2020-09-11 16:54:11,850 - mmaction - INFO - Epoch [40][120/627] lr: 6.000e-02, eta: 21:49:25, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5062, top5_acc: 0.7365, loss_cls: 2.1393, loss: 2.1393, grad_norm: 2.3151 2020-09-11 16:54:34,022 - mmaction - INFO - Epoch [40][140/627] lr: 6.000e-02, eta: 21:49:02, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5237, top5_acc: 0.7426, loss_cls: 2.1118, loss: 2.1118, grad_norm: 2.2941 2020-09-11 16:54:56,319 - mmaction - INFO - Epoch [40][160/627] lr: 6.000e-02, eta: 21:48:38, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5036, top5_acc: 0.7341, loss_cls: 2.1757, loss: 2.1757, grad_norm: 2.3650 2020-09-11 16:55:18,521 - mmaction - INFO - Epoch [40][180/627] lr: 6.000e-02, eta: 21:48:14, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5087, top5_acc: 0.7368, loss_cls: 2.1593, loss: 2.1593, grad_norm: 2.3189 2020-09-11 16:55:40,760 - mmaction - INFO - Epoch [40][200/627] lr: 6.000e-02, eta: 21:47:51, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7382, loss_cls: 2.1569, loss: 2.1569, grad_norm: 2.3390 2020-09-11 16:56:02,971 - mmaction - INFO - Epoch [40][220/627] lr: 6.000e-02, eta: 21:47:27, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5109, top5_acc: 0.7402, loss_cls: 2.1600, loss: 2.1600, grad_norm: 2.3045 2020-09-11 16:56:25,213 - mmaction - INFO - Epoch [40][240/627] lr: 6.000e-02, eta: 21:47:03, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5232, top5_acc: 0.7514, loss_cls: 2.0904, loss: 2.0904, grad_norm: 2.2974 2020-09-11 16:56:47,498 - mmaction - INFO - Epoch [40][260/627] lr: 6.000e-02, eta: 21:46:39, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.4992, top5_acc: 0.7245, loss_cls: 2.2014, loss: 2.2014, grad_norm: 2.3300 2020-09-11 16:57:09,772 - mmaction - INFO - Epoch [40][280/627] lr: 6.000e-02, eta: 21:46:16, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5160, top5_acc: 0.7428, loss_cls: 2.1397, loss: 2.1397, grad_norm: 2.3218 2020-09-11 16:57:32,007 - mmaction - INFO - Epoch [40][300/627] lr: 6.000e-02, eta: 21:45:52, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.5021, top5_acc: 0.7332, loss_cls: 2.1950, loss: 2.1950, grad_norm: 2.3477 2020-09-11 16:57:54,321 - mmaction - INFO - Epoch [40][320/627] lr: 6.000e-02, eta: 21:45:29, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.5004, top5_acc: 0.7363, loss_cls: 2.1680, loss: 2.1680, grad_norm: 2.3230 2020-09-11 16:58:16,604 - mmaction - INFO - Epoch [40][340/627] lr: 6.000e-02, eta: 21:45:05, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5091, top5_acc: 0.7358, loss_cls: 2.1663, loss: 2.1663, grad_norm: 2.3133 2020-09-11 16:58:38,775 - mmaction - INFO - Epoch [40][360/627] lr: 6.000e-02, eta: 21:44:41, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5023, top5_acc: 0.7318, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.3430 2020-09-11 16:59:01,127 - mmaction - INFO - Epoch [40][380/627] lr: 6.000e-02, eta: 21:44:18, time: 1.119, data_time: 0.005, memory: 8471, top1_acc: 0.5079, top5_acc: 0.7443, loss_cls: 2.1631, loss: 2.1631, grad_norm: 2.3116 2020-09-11 16:59:23,481 - mmaction - INFO - Epoch [40][400/627] lr: 6.000e-02, eta: 21:43:55, time: 1.118, data_time: 0.005, memory: 8471, top1_acc: 0.5048, top5_acc: 0.7310, loss_cls: 2.1870, loss: 2.1870, grad_norm: 2.2898 2020-09-11 16:59:45,831 - mmaction - INFO - Epoch [40][420/627] lr: 6.000e-02, eta: 21:43:32, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.5038, top5_acc: 0.7428, loss_cls: 2.1463, loss: 2.1463, grad_norm: 2.2493 2020-09-11 17:00:09,011 - mmaction - INFO - Epoch [40][440/627] lr: 6.000e-02, eta: 21:43:10, time: 1.153, data_time: 0.006, memory: 8471, top1_acc: 0.5096, top5_acc: 0.7419, loss_cls: 2.1566, loss: 2.1566, grad_norm: 2.2817 2020-09-11 17:00:31,333 - mmaction - INFO - Epoch [40][460/627] lr: 6.000e-02, eta: 21:42:47, time: 1.117, data_time: 0.019, memory: 8471, top1_acc: 0.5052, top5_acc: 0.7376, loss_cls: 2.1542, loss: 2.1542, grad_norm: 2.2990 2020-09-11 17:00:53,565 - mmaction - INFO - Epoch [40][480/627] lr: 6.000e-02, eta: 21:42:23, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.5108, top5_acc: 0.7353, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.3208 2020-09-11 17:01:15,872 - mmaction - INFO - Epoch [40][500/627] lr: 6.000e-02, eta: 21:42:00, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5099, top5_acc: 0.7389, loss_cls: 2.1527, loss: 2.1527, grad_norm: 2.2845 2020-09-11 17:01:38,099 - mmaction - INFO - Epoch [40][520/627] lr: 6.000e-02, eta: 21:41:36, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5033, top5_acc: 0.7434, loss_cls: 2.1374, loss: 2.1374, grad_norm: 2.2896 2020-09-11 17:02:00,429 - mmaction - INFO - Epoch [40][540/627] lr: 6.000e-02, eta: 21:41:13, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5112, top5_acc: 0.7466, loss_cls: 2.1389, loss: 2.1389, grad_norm: 2.3141 2020-09-11 17:02:22,705 - mmaction - INFO - Epoch [40][560/627] lr: 6.000e-02, eta: 21:40:49, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5043, top5_acc: 0.7314, loss_cls: 2.1784, loss: 2.1784, grad_norm: 2.2890 2020-09-11 17:02:44,888 - mmaction - INFO - Epoch [40][580/627] lr: 6.000e-02, eta: 21:40:25, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5047, top5_acc: 0.7327, loss_cls: 2.1850, loss: 2.1850, grad_norm: 2.2990 2020-09-11 17:03:07,158 - mmaction - INFO - Epoch [40][600/627] lr: 6.000e-02, eta: 21:40:02, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5109, top5_acc: 0.7475, loss_cls: 2.1348, loss: 2.1348, grad_norm: 2.2985 2020-09-11 17:03:29,290 - mmaction - INFO - Epoch [40][620/627] lr: 6.000e-02, eta: 21:39:38, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5182, top5_acc: 0.7419, loss_cls: 2.1208, loss: 2.1208, grad_norm: 2.3061 2020-09-11 17:03:52,555 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-09-11 17:04:57,085 - mmaction - INFO - Epoch [41][20/627] lr: 6.000e-02, eta: 21:40:37, time: 3.156, data_time: 1.908, memory: 8471, top1_acc: 0.5163, top5_acc: 0.7411, loss_cls: 2.1298, loss: 2.1298, grad_norm: 2.2849 2020-09-11 17:05:19,190 - mmaction - INFO - Epoch [41][40/627] lr: 6.000e-02, eta: 21:40:13, time: 1.101, data_time: 0.004, memory: 8471, top1_acc: 0.5083, top5_acc: 0.7428, loss_cls: 2.1336, loss: 2.1336, grad_norm: 2.3221 2020-09-11 17:05:41,379 - mmaction - INFO - Epoch [41][60/627] lr: 6.000e-02, eta: 21:39:49, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.5074, top5_acc: 0.7457, loss_cls: 2.1293, loss: 2.1293, grad_norm: 2.3308 2020-09-11 17:06:03,588 - mmaction - INFO - Epoch [41][80/627] lr: 6.000e-02, eta: 21:39:25, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5208, top5_acc: 0.7516, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.2865 2020-09-11 17:06:25,880 - mmaction - INFO - Epoch [41][100/627] lr: 6.000e-02, eta: 21:39:01, time: 1.113, data_time: 0.003, memory: 8471, top1_acc: 0.5055, top5_acc: 0.7421, loss_cls: 2.1512, loss: 2.1512, grad_norm: 2.2945 2020-09-11 17:06:48,075 - mmaction - INFO - Epoch [41][120/627] lr: 6.000e-02, eta: 21:38:38, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5151, top5_acc: 0.7441, loss_cls: 2.1207, loss: 2.1207, grad_norm: 2.3004 2020-09-11 17:07:10,280 - mmaction - INFO - Epoch [41][140/627] lr: 6.000e-02, eta: 21:38:14, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5146, top5_acc: 0.7406, loss_cls: 2.1473, loss: 2.1473, grad_norm: 2.2839 2020-09-11 17:07:32,481 - mmaction - INFO - Epoch [41][160/627] lr: 6.000e-02, eta: 21:37:50, time: 1.103, data_time: 0.008, memory: 8471, top1_acc: 0.5151, top5_acc: 0.7467, loss_cls: 2.1206, loss: 2.1206, grad_norm: 2.3054 2020-09-11 17:07:54,723 - mmaction - INFO - Epoch [41][180/627] lr: 6.000e-02, eta: 21:37:26, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.5176, top5_acc: 0.7457, loss_cls: 2.0995, loss: 2.0995, grad_norm: 2.2715 2020-09-11 17:08:16,868 - mmaction - INFO - Epoch [41][200/627] lr: 6.000e-02, eta: 21:37:02, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5078, top5_acc: 0.7444, loss_cls: 2.1397, loss: 2.1397, grad_norm: 2.2969 2020-09-11 17:08:38,982 - mmaction - INFO - Epoch [41][220/627] lr: 6.000e-02, eta: 21:36:38, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5126, top5_acc: 0.7486, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.3214 2020-09-11 17:09:01,216 - mmaction - INFO - Epoch [41][240/627] lr: 6.000e-02, eta: 21:36:15, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5051, top5_acc: 0.7341, loss_cls: 2.1696, loss: 2.1696, grad_norm: 2.3199 2020-09-11 17:09:23,510 - mmaction - INFO - Epoch [41][260/627] lr: 6.000e-02, eta: 21:35:51, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5146, top5_acc: 0.7478, loss_cls: 2.1046, loss: 2.1046, grad_norm: 2.3084 2020-09-11 17:09:45,753 - mmaction - INFO - Epoch [41][280/627] lr: 6.000e-02, eta: 21:35:27, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5074, top5_acc: 0.7380, loss_cls: 2.1497, loss: 2.1497, grad_norm: 2.3420 2020-09-11 17:10:07,991 - mmaction - INFO - Epoch [41][300/627] lr: 6.000e-02, eta: 21:35:04, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5161, top5_acc: 0.7462, loss_cls: 2.1210, loss: 2.1210, grad_norm: 2.3049 2020-09-11 17:10:30,203 - mmaction - INFO - Epoch [41][320/627] lr: 6.000e-02, eta: 21:34:40, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5052, top5_acc: 0.7371, loss_cls: 2.1689, loss: 2.1689, grad_norm: 2.3333 2020-09-11 17:10:52,485 - mmaction - INFO - Epoch [41][340/627] lr: 6.000e-02, eta: 21:34:16, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5038, top5_acc: 0.7290, loss_cls: 2.1835, loss: 2.1835, grad_norm: 2.3030 2020-09-11 17:11:14,776 - mmaction - INFO - Epoch [41][360/627] lr: 6.000e-02, eta: 21:33:53, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5118, top5_acc: 0.7363, loss_cls: 2.1540, loss: 2.1540, grad_norm: 2.2971 2020-09-11 17:11:36,966 - mmaction - INFO - Epoch [41][380/627] lr: 6.000e-02, eta: 21:33:29, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5048, top5_acc: 0.7358, loss_cls: 2.1579, loss: 2.1579, grad_norm: 2.3642 2020-09-11 17:11:59,229 - mmaction - INFO - Epoch [41][400/627] lr: 6.000e-02, eta: 21:33:05, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5178, top5_acc: 0.7423, loss_cls: 2.1091, loss: 2.1091, grad_norm: 2.3052 2020-09-11 17:12:21,638 - mmaction - INFO - Epoch [41][420/627] lr: 6.000e-02, eta: 21:32:42, time: 1.120, data_time: 0.006, memory: 8471, top1_acc: 0.4979, top5_acc: 0.7277, loss_cls: 2.2190, loss: 2.2190, grad_norm: 2.2992 2020-09-11 17:12:43,728 - mmaction - INFO - Epoch [41][440/627] lr: 6.000e-02, eta: 21:32:18, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5159, top5_acc: 0.7415, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.2706 2020-09-11 17:13:05,924 - mmaction - INFO - Epoch [41][460/627] lr: 6.000e-02, eta: 21:31:54, time: 1.102, data_time: 0.005, memory: 8471, top1_acc: 0.5113, top5_acc: 0.7470, loss_cls: 2.1433, loss: 2.1433, grad_norm: 2.2674 2020-09-11 17:13:28,238 - mmaction - INFO - Epoch [41][480/627] lr: 6.000e-02, eta: 21:31:31, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.5112, top5_acc: 0.7422, loss_cls: 2.1542, loss: 2.1542, grad_norm: 2.3248 2020-09-11 17:13:50,415 - mmaction - INFO - Epoch [41][500/627] lr: 6.000e-02, eta: 21:31:07, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5132, top5_acc: 0.7434, loss_cls: 2.1265, loss: 2.1265, grad_norm: 2.2871 2020-09-11 17:14:12,582 - mmaction - INFO - Epoch [41][520/627] lr: 6.000e-02, eta: 21:30:43, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5115, top5_acc: 0.7391, loss_cls: 2.1539, loss: 2.1539, grad_norm: 2.3246 2020-09-11 17:14:34,771 - mmaction - INFO - Epoch [41][540/627] lr: 6.000e-02, eta: 21:30:19, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5018, top5_acc: 0.7415, loss_cls: 2.1372, loss: 2.1372, grad_norm: 2.3174 2020-09-11 17:14:57,029 - mmaction - INFO - Epoch [41][560/627] lr: 6.000e-02, eta: 21:29:55, time: 1.104, data_time: 0.008, memory: 8471, top1_acc: 0.5007, top5_acc: 0.7326, loss_cls: 2.1945, loss: 2.1945, grad_norm: 2.3301 2020-09-11 17:15:19,257 - mmaction - INFO - Epoch [41][580/627] lr: 6.000e-02, eta: 21:29:32, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.5128, top5_acc: 0.7413, loss_cls: 2.1633, loss: 2.1633, grad_norm: 2.3441 2020-09-11 17:15:41,480 - mmaction - INFO - Epoch [41][600/627] lr: 6.000e-02, eta: 21:29:08, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.5125, top5_acc: 0.7345, loss_cls: 2.1565, loss: 2.1565, grad_norm: 2.2973 2020-09-11 17:16:03,752 - mmaction - INFO - Epoch [41][620/627] lr: 6.000e-02, eta: 21:28:45, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5104, top5_acc: 0.7471, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.3099 2020-09-11 17:16:43,731 - mmaction - INFO - Epoch [42][20/627] lr: 6.000e-02, eta: 21:28:23, time: 1.688, data_time: 0.533, memory: 8471, top1_acc: 0.5098, top5_acc: 0.7426, loss_cls: 2.1307, loss: 2.1307, grad_norm: 2.3591 2020-09-11 17:17:05,994 - mmaction - INFO - Epoch [42][40/627] lr: 6.000e-02, eta: 21:27:59, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5152, top5_acc: 0.7460, loss_cls: 2.1184, loss: 2.1184, grad_norm: 2.3277 2020-09-11 17:17:28,268 - mmaction - INFO - Epoch [42][60/627] lr: 6.000e-02, eta: 21:27:36, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.5135, top5_acc: 0.7417, loss_cls: 2.1401, loss: 2.1401, grad_norm: 2.3154 2020-09-11 17:17:50,576 - mmaction - INFO - Epoch [42][80/627] lr: 6.000e-02, eta: 21:27:12, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1269, loss: 2.1269, grad_norm: 2.2895 2020-09-11 17:18:12,846 - mmaction - INFO - Epoch [42][100/627] lr: 6.000e-02, eta: 21:26:49, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5077, top5_acc: 0.7428, loss_cls: 2.1403, loss: 2.1403, grad_norm: 2.3307 2020-09-11 17:18:35,058 - mmaction - INFO - Epoch [42][120/627] lr: 6.000e-02, eta: 21:26:25, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5143, top5_acc: 0.7447, loss_cls: 2.1146, loss: 2.1146, grad_norm: 2.3306 2020-09-11 17:18:57,222 - mmaction - INFO - Epoch [42][140/627] lr: 6.000e-02, eta: 21:26:01, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.5112, top5_acc: 0.7376, loss_cls: 2.1416, loss: 2.1416, grad_norm: 2.3202 2020-09-11 17:19:19,484 - mmaction - INFO - Epoch [42][160/627] lr: 6.000e-02, eta: 21:25:37, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.5087, top5_acc: 0.7361, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.3544 2020-09-11 17:19:41,715 - mmaction - INFO - Epoch [42][180/627] lr: 6.000e-02, eta: 21:25:14, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5096, top5_acc: 0.7409, loss_cls: 2.1395, loss: 2.1395, grad_norm: 2.3374 2020-09-11 17:20:03,998 - mmaction - INFO - Epoch [42][200/627] lr: 6.000e-02, eta: 21:24:50, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5076, top5_acc: 0.7333, loss_cls: 2.1659, loss: 2.1659, grad_norm: 2.3398 2020-09-11 17:20:26,302 - mmaction - INFO - Epoch [42][220/627] lr: 6.000e-02, eta: 21:24:26, time: 1.109, data_time: 0.015, memory: 8471, top1_acc: 0.4953, top5_acc: 0.7384, loss_cls: 2.1879, loss: 2.1879, grad_norm: 2.3721 2020-09-11 17:20:48,705 - mmaction - INFO - Epoch [42][240/627] lr: 6.000e-02, eta: 21:24:03, time: 1.128, data_time: 0.012, memory: 8471, top1_acc: 0.5174, top5_acc: 0.7385, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.2766 2020-09-11 17:21:11,016 - mmaction - INFO - Epoch [42][260/627] lr: 6.000e-02, eta: 21:23:40, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5178, top5_acc: 0.7447, loss_cls: 2.1208, loss: 2.1208, grad_norm: 2.3444 2020-09-11 17:21:33,283 - mmaction - INFO - Epoch [42][280/627] lr: 6.000e-02, eta: 21:23:16, time: 1.121, data_time: 0.017, memory: 8471, top1_acc: 0.5043, top5_acc: 0.7359, loss_cls: 2.1776, loss: 2.1776, grad_norm: 2.3691 2020-09-11 17:21:55,598 - mmaction - INFO - Epoch [42][300/627] lr: 6.000e-02, eta: 21:22:53, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5068, top5_acc: 0.7346, loss_cls: 2.1749, loss: 2.1749, grad_norm: 2.3469 2020-09-11 17:22:17,755 - mmaction - INFO - Epoch [42][320/627] lr: 6.000e-02, eta: 21:22:29, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5168, top5_acc: 0.7479, loss_cls: 2.1195, loss: 2.1195, grad_norm: 2.2920 2020-09-11 17:22:40,067 - mmaction - INFO - Epoch [42][340/627] lr: 6.000e-02, eta: 21:22:06, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5100, top5_acc: 0.7411, loss_cls: 2.1398, loss: 2.1398, grad_norm: 2.2887 2020-09-11 17:23:02,359 - mmaction - INFO - Epoch [42][360/627] lr: 6.000e-02, eta: 21:21:42, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5070, top5_acc: 0.7354, loss_cls: 2.1610, loss: 2.1610, grad_norm: 2.3297 2020-09-11 17:23:24,630 - mmaction - INFO - Epoch [42][380/627] lr: 6.000e-02, eta: 21:21:18, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.5029, top5_acc: 0.7372, loss_cls: 2.1558, loss: 2.1558, grad_norm: 2.3226 2020-09-11 17:23:46,845 - mmaction - INFO - Epoch [42][400/627] lr: 6.000e-02, eta: 21:20:55, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7344, loss_cls: 2.1176, loss: 2.1176, grad_norm: 2.2567 2020-09-11 17:24:09,070 - mmaction - INFO - Epoch [42][420/627] lr: 6.000e-02, eta: 21:20:31, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5129, top5_acc: 0.7460, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.2952 2020-09-11 17:24:31,367 - mmaction - INFO - Epoch [42][440/627] lr: 6.000e-02, eta: 21:20:08, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.5152, top5_acc: 0.7456, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.3167 2020-09-11 17:24:53,679 - mmaction - INFO - Epoch [42][460/627] lr: 6.000e-02, eta: 21:19:44, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.5105, top5_acc: 0.7370, loss_cls: 2.1375, loss: 2.1375, grad_norm: 2.2933 2020-09-11 17:25:15,937 - mmaction - INFO - Epoch [42][480/627] lr: 6.000e-02, eta: 21:19:21, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5126, top5_acc: 0.7391, loss_cls: 2.1379, loss: 2.1379, grad_norm: 2.2940 2020-09-11 17:25:38,292 - mmaction - INFO - Epoch [42][500/627] lr: 6.000e-02, eta: 21:18:57, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.5091, top5_acc: 0.7324, loss_cls: 2.1842, loss: 2.1842, grad_norm: 2.3387 2020-09-11 17:26:00,503 - mmaction - INFO - Epoch [42][520/627] lr: 6.000e-02, eta: 21:18:34, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.5142, top5_acc: 0.7409, loss_cls: 2.1356, loss: 2.1356, grad_norm: 2.3289 2020-09-11 17:26:22,636 - mmaction - INFO - Epoch [42][540/627] lr: 6.000e-02, eta: 21:18:10, time: 1.105, data_time: 0.003, memory: 8471, top1_acc: 0.5068, top5_acc: 0.7306, loss_cls: 2.1921, loss: 2.1921, grad_norm: 2.3349 2020-09-11 17:26:44,873 - mmaction - INFO - Epoch [42][560/627] lr: 6.000e-02, eta: 21:17:46, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5074, top5_acc: 0.7375, loss_cls: 2.1534, loss: 2.1534, grad_norm: 2.3171 2020-09-11 17:27:07,125 - mmaction - INFO - Epoch [42][580/627] lr: 6.000e-02, eta: 21:17:23, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5009, top5_acc: 0.7374, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.3108 2020-09-11 17:27:29,502 - mmaction - INFO - Epoch [42][600/627] lr: 6.000e-02, eta: 21:16:59, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.5109, top5_acc: 0.7423, loss_cls: 2.1534, loss: 2.1534, grad_norm: 2.3028 2020-09-11 17:27:51,693 - mmaction - INFO - Epoch [42][620/627] lr: 6.000e-02, eta: 21:16:36, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5085, top5_acc: 0.7418, loss_cls: 2.1375, loss: 2.1375, grad_norm: 2.2959 2020-09-11 17:28:31,888 - mmaction - INFO - Epoch [43][20/627] lr: 6.000e-02, eta: 21:16:14, time: 1.693, data_time: 0.535, memory: 8471, top1_acc: 0.5152, top5_acc: 0.7449, loss_cls: 2.1013, loss: 2.1013, grad_norm: 2.3383 2020-09-11 17:28:54,161 - mmaction - INFO - Epoch [43][40/627] lr: 6.000e-02, eta: 21:15:50, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5227, top5_acc: 0.7484, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.3284 2020-09-11 17:29:16,387 - mmaction - INFO - Epoch [43][60/627] lr: 6.000e-02, eta: 21:15:26, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5177, top5_acc: 0.7417, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.3246 2020-09-11 17:29:38,630 - mmaction - INFO - Epoch [43][80/627] lr: 6.000e-02, eta: 21:15:03, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5083, top5_acc: 0.7383, loss_cls: 2.1541, loss: 2.1541, grad_norm: 2.3043 2020-09-11 17:30:00,899 - mmaction - INFO - Epoch [43][100/627] lr: 6.000e-02, eta: 21:14:39, time: 1.112, data_time: 0.003, memory: 8471, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.3242 2020-09-11 17:30:23,197 - mmaction - INFO - Epoch [43][120/627] lr: 6.000e-02, eta: 21:14:16, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5165, top5_acc: 0.7462, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.3524 2020-09-11 17:30:45,402 - mmaction - INFO - Epoch [43][140/627] lr: 6.000e-02, eta: 21:13:52, time: 1.103, data_time: 0.010, memory: 8471, top1_acc: 0.5126, top5_acc: 0.7427, loss_cls: 2.1322, loss: 2.1322, grad_norm: 2.3416 2020-09-11 17:31:07,586 - mmaction - INFO - Epoch [43][160/627] lr: 6.000e-02, eta: 21:13:29, time: 1.118, data_time: 0.015, memory: 8471, top1_acc: 0.4988, top5_acc: 0.7276, loss_cls: 2.1943, loss: 2.1943, grad_norm: 2.3731 2020-09-11 17:31:29,734 - mmaction - INFO - Epoch [43][180/627] lr: 6.000e-02, eta: 21:13:05, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7469, loss_cls: 2.0850, loss: 2.0850, grad_norm: 2.3281 2020-09-11 17:31:51,999 - mmaction - INFO - Epoch [43][200/627] lr: 6.000e-02, eta: 21:12:41, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.5203, top5_acc: 0.7458, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.2923 2020-09-11 17:32:14,261 - mmaction - INFO - Epoch [43][220/627] lr: 6.000e-02, eta: 21:12:18, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5033, top5_acc: 0.7402, loss_cls: 2.1523, loss: 2.1523, grad_norm: 2.3560 2020-09-11 17:32:36,619 - mmaction - INFO - Epoch [43][240/627] lr: 6.000e-02, eta: 21:11:54, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5073, top5_acc: 0.7336, loss_cls: 2.1799, loss: 2.1799, grad_norm: 2.3213 2020-09-11 17:32:58,892 - mmaction - INFO - Epoch [43][260/627] lr: 6.000e-02, eta: 21:11:31, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.5155, top5_acc: 0.7451, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.3545 2020-09-11 17:33:21,134 - mmaction - INFO - Epoch [43][280/627] lr: 6.000e-02, eta: 21:11:07, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7496, loss_cls: 2.1038, loss: 2.1038, grad_norm: 2.3047 2020-09-11 17:33:43,296 - mmaction - INFO - Epoch [43][300/627] lr: 6.000e-02, eta: 21:10:43, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5056, top5_acc: 0.7372, loss_cls: 2.1682, loss: 2.1682, grad_norm: 2.3567 2020-09-11 17:34:05,548 - mmaction - INFO - Epoch [43][320/627] lr: 6.000e-02, eta: 21:10:20, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5026, top5_acc: 0.7376, loss_cls: 2.1734, loss: 2.1734, grad_norm: 2.2993 2020-09-11 17:34:27,773 - mmaction - INFO - Epoch [43][340/627] lr: 6.000e-02, eta: 21:09:56, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.5103, top5_acc: 0.7397, loss_cls: 2.1550, loss: 2.1550, grad_norm: 2.3166 2020-09-11 17:34:49,981 - mmaction - INFO - Epoch [43][360/627] lr: 6.000e-02, eta: 21:09:33, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5172, top5_acc: 0.7451, loss_cls: 2.1210, loss: 2.1210, grad_norm: 2.3198 2020-09-11 17:35:12,182 - mmaction - INFO - Epoch [43][380/627] lr: 6.000e-02, eta: 21:09:09, time: 1.102, data_time: 0.009, memory: 8471, top1_acc: 0.5079, top5_acc: 0.7365, loss_cls: 2.1848, loss: 2.1848, grad_norm: 2.3650 2020-09-11 17:35:34,458 - mmaction - INFO - Epoch [43][400/627] lr: 6.000e-02, eta: 21:08:45, time: 1.119, data_time: 0.022, memory: 8471, top1_acc: 0.5191, top5_acc: 0.7437, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.2829 2020-09-11 17:35:56,668 - mmaction - INFO - Epoch [43][420/627] lr: 6.000e-02, eta: 21:08:22, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5122, top5_acc: 0.7383, loss_cls: 2.1569, loss: 2.1569, grad_norm: 2.3149 2020-09-11 17:36:18,932 - mmaction - INFO - Epoch [43][440/627] lr: 6.000e-02, eta: 21:07:58, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5033, top5_acc: 0.7415, loss_cls: 2.1611, loss: 2.1611, grad_norm: 2.3503 2020-09-11 17:36:41,166 - mmaction - INFO - Epoch [43][460/627] lr: 6.000e-02, eta: 21:07:35, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.5122, top5_acc: 0.7404, loss_cls: 2.1474, loss: 2.1474, grad_norm: 2.3211 2020-09-11 17:37:03,462 - mmaction - INFO - Epoch [43][480/627] lr: 6.000e-02, eta: 21:07:12, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.5100, top5_acc: 0.7443, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.3434 2020-09-11 17:37:25,692 - mmaction - INFO - Epoch [43][500/627] lr: 6.000e-02, eta: 21:06:48, time: 1.103, data_time: 0.008, memory: 8471, top1_acc: 0.5135, top5_acc: 0.7388, loss_cls: 2.1298, loss: 2.1298, grad_norm: 2.3511 2020-09-11 17:37:47,915 - mmaction - INFO - Epoch [43][520/627] lr: 6.000e-02, eta: 21:06:24, time: 1.118, data_time: 0.018, memory: 8471, top1_acc: 0.5137, top5_acc: 0.7391, loss_cls: 2.1518, loss: 2.1518, grad_norm: 2.2776 2020-09-11 17:38:10,123 - mmaction - INFO - Epoch [43][540/627] lr: 6.000e-02, eta: 21:06:00, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.5139, top5_acc: 0.7462, loss_cls: 2.1211, loss: 2.1211, grad_norm: 2.2966 2020-09-11 17:38:32,459 - mmaction - INFO - Epoch [43][560/627] lr: 6.000e-02, eta: 21:05:37, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.5138, top5_acc: 0.7443, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.3091 2020-09-11 17:38:54,729 - mmaction - INFO - Epoch [43][580/627] lr: 6.000e-02, eta: 21:05:14, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.4984, top5_acc: 0.7293, loss_cls: 2.2073, loss: 2.2073, grad_norm: 2.3739 2020-09-11 17:39:17,124 - mmaction - INFO - Epoch [43][600/627] lr: 6.000e-02, eta: 21:04:50, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5111, top5_acc: 0.7363, loss_cls: 2.1466, loss: 2.1466, grad_norm: 2.2639 2020-09-11 17:39:39,344 - mmaction - INFO - Epoch [43][620/627] lr: 6.000e-02, eta: 21:04:27, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.5197, top5_acc: 0.7402, loss_cls: 2.1365, loss: 2.1365, grad_norm: 2.3092 2020-09-11 17:40:19,509 - mmaction - INFO - Epoch [44][20/627] lr: 6.000e-02, eta: 21:04:05, time: 1.691, data_time: 0.515, memory: 8471, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.3287 2020-09-11 17:40:41,627 - mmaction - INFO - Epoch [44][40/627] lr: 6.000e-02, eta: 21:03:41, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.5180, top5_acc: 0.7424, loss_cls: 2.1117, loss: 2.1117, grad_norm: 2.3214 2020-09-11 17:41:03,913 - mmaction - INFO - Epoch [44][60/627] lr: 6.000e-02, eta: 21:03:18, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7432, loss_cls: 2.0859, loss: 2.0859, grad_norm: 2.2736 2020-09-11 17:41:26,199 - mmaction - INFO - Epoch [44][80/627] lr: 6.000e-02, eta: 21:02:54, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.5220, top5_acc: 0.7531, loss_cls: 2.0791, loss: 2.0791, grad_norm: 2.3449 2020-09-11 17:41:48,423 - mmaction - INFO - Epoch [44][100/627] lr: 6.000e-02, eta: 21:02:30, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7529, loss_cls: 2.0835, loss: 2.0835, grad_norm: 2.3451 2020-09-11 17:42:10,639 - mmaction - INFO - Epoch [44][120/627] lr: 6.000e-02, eta: 21:02:07, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5145, top5_acc: 0.7405, loss_cls: 2.1353, loss: 2.1353, grad_norm: 2.3167 2020-09-11 17:42:32,915 - mmaction - INFO - Epoch [44][140/627] lr: 6.000e-02, eta: 21:01:43, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5211, top5_acc: 0.7520, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.3319 2020-09-11 17:42:55,098 - mmaction - INFO - Epoch [44][160/627] lr: 6.000e-02, eta: 21:01:20, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7487, loss_cls: 2.0918, loss: 2.0918, grad_norm: 2.3083 2020-09-11 17:43:17,384 - mmaction - INFO - Epoch [44][180/627] lr: 6.000e-02, eta: 21:00:56, time: 1.105, data_time: 0.010, memory: 8471, top1_acc: 0.5145, top5_acc: 0.7363, loss_cls: 2.1400, loss: 2.1400, grad_norm: 2.3384 2020-09-11 17:43:39,693 - mmaction - INFO - Epoch [44][200/627] lr: 6.000e-02, eta: 21:00:33, time: 1.125, data_time: 0.014, memory: 8471, top1_acc: 0.5206, top5_acc: 0.7432, loss_cls: 2.1182, loss: 2.1182, grad_norm: 2.3337 2020-09-11 17:44:01,838 - mmaction - INFO - Epoch [44][220/627] lr: 6.000e-02, eta: 21:00:09, time: 1.098, data_time: 0.005, memory: 8471, top1_acc: 0.5145, top5_acc: 0.7418, loss_cls: 2.1341, loss: 2.1341, grad_norm: 2.2996 2020-09-11 17:44:23,987 - mmaction - INFO - Epoch [44][240/627] lr: 6.000e-02, eta: 20:59:45, time: 1.115, data_time: 0.017, memory: 8471, top1_acc: 0.5150, top5_acc: 0.7451, loss_cls: 2.1106, loss: 2.1106, grad_norm: 2.3336 2020-09-11 17:44:46,215 - mmaction - INFO - Epoch [44][260/627] lr: 6.000e-02, eta: 20:59:22, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5186, top5_acc: 0.7397, loss_cls: 2.1246, loss: 2.1246, grad_norm: 2.3388 2020-09-11 17:45:08,554 - mmaction - INFO - Epoch [44][280/627] lr: 6.000e-02, eta: 20:58:58, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.5115, top5_acc: 0.7427, loss_cls: 2.1453, loss: 2.1453, grad_norm: 2.3601 2020-09-11 17:45:30,842 - mmaction - INFO - Epoch [44][300/627] lr: 6.000e-02, eta: 20:58:35, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.5052, top5_acc: 0.7367, loss_cls: 2.1776, loss: 2.1776, grad_norm: 2.3417 2020-09-11 17:45:53,181 - mmaction - INFO - Epoch [44][320/627] lr: 6.000e-02, eta: 20:58:11, time: 1.118, data_time: 0.019, memory: 8471, top1_acc: 0.5074, top5_acc: 0.7372, loss_cls: 2.1418, loss: 2.1418, grad_norm: 2.3380 2020-09-11 17:46:15,339 - mmaction - INFO - Epoch [44][340/627] lr: 6.000e-02, eta: 20:57:48, time: 1.113, data_time: 0.016, memory: 8471, top1_acc: 0.5073, top5_acc: 0.7380, loss_cls: 2.1566, loss: 2.1566, grad_norm: 2.3355 2020-09-11 17:46:37,647 - mmaction - INFO - Epoch [44][360/627] lr: 6.000e-02, eta: 20:57:24, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5150, top5_acc: 0.7509, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.2911 2020-09-11 17:47:00,001 - mmaction - INFO - Epoch [44][380/627] lr: 6.000e-02, eta: 20:57:02, time: 1.127, data_time: 0.015, memory: 8471, top1_acc: 0.5095, top5_acc: 0.7445, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.3557 2020-09-11 17:47:22,321 - mmaction - INFO - Epoch [44][400/627] lr: 6.000e-02, eta: 20:56:38, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5141, top5_acc: 0.7478, loss_cls: 2.1113, loss: 2.1113, grad_norm: 2.2950 2020-09-11 17:47:44,569 - mmaction - INFO - Epoch [44][420/627] lr: 6.000e-02, eta: 20:56:15, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5079, top5_acc: 0.7380, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.3320 2020-09-11 17:48:06,859 - mmaction - INFO - Epoch [44][440/627] lr: 6.000e-02, eta: 20:55:51, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.4957, top5_acc: 0.7326, loss_cls: 2.1994, loss: 2.1994, grad_norm: 2.3687 2020-09-11 17:48:29,159 - mmaction - INFO - Epoch [44][460/627] lr: 6.000e-02, eta: 20:55:28, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5130, top5_acc: 0.7447, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.2961 2020-09-11 17:48:51,507 - mmaction - INFO - Epoch [44][480/627] lr: 6.000e-02, eta: 20:55:05, time: 1.122, data_time: 0.009, memory: 8471, top1_acc: 0.5048, top5_acc: 0.7422, loss_cls: 2.1377, loss: 2.1377, grad_norm: 2.3213 2020-09-11 17:49:13,780 - mmaction - INFO - Epoch [44][500/627] lr: 6.000e-02, eta: 20:54:41, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5108, top5_acc: 0.7419, loss_cls: 2.1542, loss: 2.1542, grad_norm: 2.3601 2020-09-11 17:49:36,110 - mmaction - INFO - Epoch [44][520/627] lr: 6.000e-02, eta: 20:54:18, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.5100, top5_acc: 0.7409, loss_cls: 2.1520, loss: 2.1520, grad_norm: 2.3186 2020-09-11 17:49:58,290 - mmaction - INFO - Epoch [44][540/627] lr: 6.000e-02, eta: 20:53:54, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5096, top5_acc: 0.7404, loss_cls: 2.1394, loss: 2.1394, grad_norm: 2.3008 2020-09-11 17:50:20,432 - mmaction - INFO - Epoch [44][560/627] lr: 6.000e-02, eta: 20:53:31, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5130, top5_acc: 0.7444, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.3465 2020-09-11 17:50:42,767 - mmaction - INFO - Epoch [44][580/627] lr: 6.000e-02, eta: 20:53:07, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5017, top5_acc: 0.7362, loss_cls: 2.1807, loss: 2.1807, grad_norm: 2.3155 2020-09-11 17:51:04,946 - mmaction - INFO - Epoch [44][600/627] lr: 6.000e-02, eta: 20:52:44, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5163, top5_acc: 0.7497, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.2966 2020-09-11 17:51:27,159 - mmaction - INFO - Epoch [44][620/627] lr: 6.000e-02, eta: 20:52:20, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5171, top5_acc: 0.7440, loss_cls: 2.1320, loss: 2.1320, grad_norm: 2.3340 2020-09-11 17:52:07,322 - mmaction - INFO - Epoch [45][20/627] lr: 6.000e-02, eta: 20:51:58, time: 1.694, data_time: 0.524, memory: 8471, top1_acc: 0.5079, top5_acc: 0.7372, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.3816 2020-09-11 17:52:29,569 - mmaction - INFO - Epoch [45][40/627] lr: 6.000e-02, eta: 20:51:34, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5160, top5_acc: 0.7431, loss_cls: 2.1191, loss: 2.1191, grad_norm: 2.3100 2020-09-11 17:52:51,767 - mmaction - INFO - Epoch [45][60/627] lr: 6.000e-02, eta: 20:51:11, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5221, top5_acc: 0.7410, loss_cls: 2.1036, loss: 2.1036, grad_norm: 2.3017 2020-09-11 17:53:13,918 - mmaction - INFO - Epoch [45][80/627] lr: 6.000e-02, eta: 20:50:47, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5201, top5_acc: 0.7441, loss_cls: 2.0953, loss: 2.0953, grad_norm: 2.3156 2020-09-11 17:53:36,178 - mmaction - INFO - Epoch [45][100/627] lr: 6.000e-02, eta: 20:50:23, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5135, top5_acc: 0.7405, loss_cls: 2.1533, loss: 2.1533, grad_norm: 2.3494 2020-09-11 17:53:58,434 - mmaction - INFO - Epoch [45][120/627] lr: 6.000e-02, eta: 20:50:00, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5094, top5_acc: 0.7379, loss_cls: 2.1508, loss: 2.1508, grad_norm: 2.3428 2020-09-11 17:54:20,732 - mmaction - INFO - Epoch [45][140/627] lr: 6.000e-02, eta: 20:49:36, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.5089, top5_acc: 0.7372, loss_cls: 2.1431, loss: 2.1431, grad_norm: 2.3494 2020-09-11 17:54:42,958 - mmaction - INFO - Epoch [45][160/627] lr: 6.000e-02, eta: 20:49:13, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5115, top5_acc: 0.7484, loss_cls: 2.1200, loss: 2.1200, grad_norm: 2.3571 2020-09-11 17:55:05,273 - mmaction - INFO - Epoch [45][180/627] lr: 6.000e-02, eta: 20:48:50, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.5245, top5_acc: 0.7435, loss_cls: 2.1088, loss: 2.1088, grad_norm: 2.3189 2020-09-11 17:55:27,540 - mmaction - INFO - Epoch [45][200/627] lr: 6.000e-02, eta: 20:48:26, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5177, top5_acc: 0.7447, loss_cls: 2.1223, loss: 2.1223, grad_norm: 2.3631 2020-09-11 17:55:49,774 - mmaction - INFO - Epoch [45][220/627] lr: 6.000e-02, eta: 20:48:03, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5102, top5_acc: 0.7374, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.3353 2020-09-11 17:56:12,107 - mmaction - INFO - Epoch [45][240/627] lr: 6.000e-02, eta: 20:47:39, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5176, top5_acc: 0.7458, loss_cls: 2.1072, loss: 2.1072, grad_norm: 2.3302 2020-09-11 17:56:34,343 - mmaction - INFO - Epoch [45][260/627] lr: 6.000e-02, eta: 20:47:16, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5125, top5_acc: 0.7423, loss_cls: 2.1422, loss: 2.1422, grad_norm: 2.3510 2020-09-11 17:56:56,563 - mmaction - INFO - Epoch [45][280/627] lr: 6.000e-02, eta: 20:46:52, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.5217, top5_acc: 0.7473, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.2925 2020-09-11 17:57:18,981 - mmaction - INFO - Epoch [45][300/627] lr: 6.000e-02, eta: 20:46:29, time: 1.124, data_time: 0.010, memory: 8471, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1142, loss: 2.1142, grad_norm: 2.2938 2020-09-11 17:57:41,298 - mmaction - INFO - Epoch [45][320/627] lr: 6.000e-02, eta: 20:46:06, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.5152, top5_acc: 0.7452, loss_cls: 2.1203, loss: 2.1203, grad_norm: 2.3133 2020-09-11 17:58:03,505 - mmaction - INFO - Epoch [45][340/627] lr: 6.000e-02, eta: 20:45:42, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5108, top5_acc: 0.7424, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.3279 2020-09-11 17:58:25,787 - mmaction - INFO - Epoch [45][360/627] lr: 6.000e-02, eta: 20:45:19, time: 1.109, data_time: 0.016, memory: 8471, top1_acc: 0.5185, top5_acc: 0.7439, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.3109 2020-09-11 17:58:48,102 - mmaction - INFO - Epoch [45][380/627] lr: 6.000e-02, eta: 20:44:56, time: 1.120, data_time: 0.014, memory: 8471, top1_acc: 0.5202, top5_acc: 0.7520, loss_cls: 2.0942, loss: 2.0942, grad_norm: 2.3214 2020-09-11 17:59:10,350 - mmaction - INFO - Epoch [45][400/627] lr: 6.000e-02, eta: 20:44:32, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.5025, top5_acc: 0.7335, loss_cls: 2.1541, loss: 2.1541, grad_norm: 2.3311 2020-09-11 17:59:32,693 - mmaction - INFO - Epoch [45][420/627] lr: 6.000e-02, eta: 20:44:09, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.5174, top5_acc: 0.7426, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.3068 2020-09-11 17:59:54,950 - mmaction - INFO - Epoch [45][440/627] lr: 6.000e-02, eta: 20:43:46, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5116, top5_acc: 0.7484, loss_cls: 2.1039, loss: 2.1039, grad_norm: 2.2769 2020-09-11 18:00:17,239 - mmaction - INFO - Epoch [45][460/627] lr: 6.000e-02, eta: 20:43:22, time: 1.108, data_time: 0.012, memory: 8471, top1_acc: 0.5172, top5_acc: 0.7417, loss_cls: 2.1291, loss: 2.1291, grad_norm: 2.3078 2020-09-11 18:00:39,707 - mmaction - INFO - Epoch [45][480/627] lr: 6.000e-02, eta: 20:42:59, time: 1.129, data_time: 0.025, memory: 8471, top1_acc: 0.5182, top5_acc: 0.7478, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.3194 2020-09-11 18:01:02,055 - mmaction - INFO - Epoch [45][500/627] lr: 6.000e-02, eta: 20:42:36, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.5147, top5_acc: 0.7440, loss_cls: 2.1262, loss: 2.1262, grad_norm: 2.3359 2020-09-11 18:01:24,300 - mmaction - INFO - Epoch [45][520/627] lr: 6.000e-02, eta: 20:42:13, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5187, top5_acc: 0.7464, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.3327 2020-09-11 18:01:46,531 - mmaction - INFO - Epoch [45][540/627] lr: 6.000e-02, eta: 20:41:49, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.4975, top5_acc: 0.7306, loss_cls: 2.1795, loss: 2.1795, grad_norm: 2.3231 2020-09-11 18:02:08,759 - mmaction - INFO - Epoch [45][560/627] lr: 6.000e-02, eta: 20:41:25, time: 1.104, data_time: 0.008, memory: 8471, top1_acc: 0.5031, top5_acc: 0.7350, loss_cls: 2.1589, loss: 2.1589, grad_norm: 2.3558 2020-09-11 18:02:30,963 - mmaction - INFO - Epoch [45][580/627] lr: 6.000e-02, eta: 20:41:02, time: 1.111, data_time: 0.018, memory: 8471, top1_acc: 0.5026, top5_acc: 0.7309, loss_cls: 2.2022, loss: 2.2022, grad_norm: 2.3115 2020-09-11 18:02:53,324 - mmaction - INFO - Epoch [45][600/627] lr: 6.000e-02, eta: 20:40:39, time: 1.124, data_time: 0.013, memory: 8471, top1_acc: 0.5137, top5_acc: 0.7409, loss_cls: 2.1337, loss: 2.1337, grad_norm: 2.2816 2020-09-11 18:03:15,473 - mmaction - INFO - Epoch [45][620/627] lr: 6.000e-02, eta: 20:40:15, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.5130, top5_acc: 0.7411, loss_cls: 2.1646, loss: 2.1646, grad_norm: 2.3475 2020-09-11 18:03:38,084 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-09-11 18:04:43,639 - mmaction - INFO - Epoch [46][20/627] lr: 6.000e-02, eta: 20:41:04, time: 3.215, data_time: 2.072, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7496, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.2938 2020-09-11 18:05:05,759 - mmaction - INFO - Epoch [46][40/627] lr: 6.000e-02, eta: 20:40:40, time: 1.102, data_time: 0.009, memory: 8471, top1_acc: 0.5184, top5_acc: 0.7469, loss_cls: 2.0928, loss: 2.0928, grad_norm: 2.3428 2020-09-11 18:05:27,903 - mmaction - INFO - Epoch [46][60/627] lr: 6.000e-02, eta: 20:40:16, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7488, loss_cls: 2.0792, loss: 2.0792, grad_norm: 2.3359 2020-09-11 18:05:50,103 - mmaction - INFO - Epoch [46][80/627] lr: 6.000e-02, eta: 20:39:52, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5169, top5_acc: 0.7466, loss_cls: 2.1248, loss: 2.1248, grad_norm: 2.3116 2020-09-11 18:06:12,274 - mmaction - INFO - Epoch [46][100/627] lr: 6.000e-02, eta: 20:39:29, time: 1.109, data_time: 0.003, memory: 8471, top1_acc: 0.5187, top5_acc: 0.7436, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.2703 2020-09-11 18:06:34,410 - mmaction - INFO - Epoch [46][120/627] lr: 6.000e-02, eta: 20:39:05, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5215, top5_acc: 0.7521, loss_cls: 2.0927, loss: 2.0927, grad_norm: 2.2793 2020-09-11 18:06:56,646 - mmaction - INFO - Epoch [46][140/627] lr: 6.000e-02, eta: 20:38:41, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5245, top5_acc: 0.7546, loss_cls: 2.0620, loss: 2.0620, grad_norm: 2.3291 2020-09-11 18:07:18,997 - mmaction - INFO - Epoch [46][160/627] lr: 6.000e-02, eta: 20:38:18, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.5152, top5_acc: 0.7404, loss_cls: 2.1410, loss: 2.1410, grad_norm: 2.3711 2020-09-11 18:07:41,305 - mmaction - INFO - Epoch [46][180/627] lr: 6.000e-02, eta: 20:37:55, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5154, top5_acc: 0.7474, loss_cls: 2.1005, loss: 2.1005, grad_norm: 2.3243 2020-09-11 18:08:03,596 - mmaction - INFO - Epoch [46][200/627] lr: 6.000e-02, eta: 20:37:31, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.5216, top5_acc: 0.7460, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.3082 2020-09-11 18:08:25,881 - mmaction - INFO - Epoch [46][220/627] lr: 6.000e-02, eta: 20:37:08, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5201, top5_acc: 0.7462, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.2879 2020-09-11 18:08:48,068 - mmaction - INFO - Epoch [46][240/627] lr: 6.000e-02, eta: 20:36:44, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5275, top5_acc: 0.7514, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.3313 2020-09-11 18:09:10,244 - mmaction - INFO - Epoch [46][260/627] lr: 6.000e-02, eta: 20:36:21, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5171, top5_acc: 0.7522, loss_cls: 2.0949, loss: 2.0949, grad_norm: 2.3308 2020-09-11 18:09:32,367 - mmaction - INFO - Epoch [46][280/627] lr: 6.000e-02, eta: 20:35:57, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.5236, top5_acc: 0.7542, loss_cls: 2.0818, loss: 2.0818, grad_norm: 2.3502 2020-09-11 18:09:54,647 - mmaction - INFO - Epoch [46][300/627] lr: 6.000e-02, eta: 20:35:33, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5118, top5_acc: 0.7371, loss_cls: 2.1472, loss: 2.1472, grad_norm: 2.3263 2020-09-11 18:10:16,807 - mmaction - INFO - Epoch [46][320/627] lr: 6.000e-02, eta: 20:35:10, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.5186, top5_acc: 0.7410, loss_cls: 2.1240, loss: 2.1240, grad_norm: 2.3287 2020-09-11 18:10:39,124 - mmaction - INFO - Epoch [46][340/627] lr: 6.000e-02, eta: 20:34:46, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5092, top5_acc: 0.7469, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.3637 2020-09-11 18:11:01,295 - mmaction - INFO - Epoch [46][360/627] lr: 6.000e-02, eta: 20:34:23, time: 1.115, data_time: 0.014, memory: 8471, top1_acc: 0.5161, top5_acc: 0.7414, loss_cls: 2.1346, loss: 2.1346, grad_norm: 2.3792 2020-09-11 18:11:23,507 - mmaction - INFO - Epoch [46][380/627] lr: 6.000e-02, eta: 20:33:59, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5049, top5_acc: 0.7423, loss_cls: 2.1428, loss: 2.1428, grad_norm: 2.3509 2020-09-11 18:11:45,737 - mmaction - INFO - Epoch [46][400/627] lr: 6.000e-02, eta: 20:33:36, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.5078, top5_acc: 0.7329, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.3352 2020-09-11 18:12:07,975 - mmaction - INFO - Epoch [46][420/627] lr: 6.000e-02, eta: 20:33:12, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7441, loss_cls: 2.1273, loss: 2.1273, grad_norm: 2.3437 2020-09-11 18:12:30,126 - mmaction - INFO - Epoch [46][440/627] lr: 6.000e-02, eta: 20:32:48, time: 1.104, data_time: 0.014, memory: 8471, top1_acc: 0.5033, top5_acc: 0.7388, loss_cls: 2.1649, loss: 2.1649, grad_norm: 2.3737 2020-09-11 18:12:52,386 - mmaction - INFO - Epoch [46][460/627] lr: 6.000e-02, eta: 20:32:25, time: 1.117, data_time: 0.018, memory: 8471, top1_acc: 0.5152, top5_acc: 0.7406, loss_cls: 2.1181, loss: 2.1181, grad_norm: 2.3198 2020-09-11 18:13:14,575 - mmaction - INFO - Epoch [46][480/627] lr: 6.000e-02, eta: 20:32:01, time: 1.117, data_time: 0.017, memory: 8471, top1_acc: 0.5184, top5_acc: 0.7460, loss_cls: 2.1053, loss: 2.1053, grad_norm: 2.3369 2020-09-11 18:13:36,787 - mmaction - INFO - Epoch [46][500/627] lr: 6.000e-02, eta: 20:31:38, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5143, top5_acc: 0.7367, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.4010 2020-09-11 18:13:59,086 - mmaction - INFO - Epoch [46][520/627] lr: 6.000e-02, eta: 20:31:14, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.5116, top5_acc: 0.7449, loss_cls: 2.1240, loss: 2.1240, grad_norm: 2.3403 2020-09-11 18:14:21,293 - mmaction - INFO - Epoch [46][540/627] lr: 6.000e-02, eta: 20:30:51, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.5117, top5_acc: 0.7417, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.3407 2020-09-11 18:14:43,508 - mmaction - INFO - Epoch [46][560/627] lr: 6.000e-02, eta: 20:30:27, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.5145, top5_acc: 0.7431, loss_cls: 2.1282, loss: 2.1282, grad_norm: 2.3173 2020-09-11 18:15:05,656 - mmaction - INFO - Epoch [46][580/627] lr: 6.000e-02, eta: 20:30:04, time: 1.106, data_time: 0.009, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7401, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.3351 2020-09-11 18:15:27,840 - mmaction - INFO - Epoch [46][600/627] lr: 6.000e-02, eta: 20:29:40, time: 1.107, data_time: 0.010, memory: 8471, top1_acc: 0.5104, top5_acc: 0.7413, loss_cls: 2.1386, loss: 2.1386, grad_norm: 2.3383 2020-09-11 18:15:49,982 - mmaction - INFO - Epoch [46][620/627] lr: 6.000e-02, eta: 20:29:16, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.5077, top5_acc: 0.7396, loss_cls: 2.1451, loss: 2.1451, grad_norm: 2.3152 2020-09-11 18:16:30,318 - mmaction - INFO - Epoch [47][20/627] lr: 6.000e-02, eta: 20:28:54, time: 1.706, data_time: 0.519, memory: 8471, top1_acc: 0.5150, top5_acc: 0.7366, loss_cls: 2.1356, loss: 2.1356, grad_norm: 2.3700 2020-09-11 18:16:52,511 - mmaction - INFO - Epoch [47][40/627] lr: 6.000e-02, eta: 20:28:30, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.5163, top5_acc: 0.7521, loss_cls: 2.1013, loss: 2.1013, grad_norm: 2.3377 2020-09-11 18:17:14,786 - mmaction - INFO - Epoch [47][60/627] lr: 6.000e-02, eta: 20:28:07, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.5076, top5_acc: 0.7371, loss_cls: 2.1652, loss: 2.1652, grad_norm: 2.3333 2020-09-11 18:17:37,087 - mmaction - INFO - Epoch [47][80/627] lr: 6.000e-02, eta: 20:27:44, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5217, top5_acc: 0.7457, loss_cls: 2.1083, loss: 2.1083, grad_norm: 2.2828 2020-09-11 18:17:59,297 - mmaction - INFO - Epoch [47][100/627] lr: 6.000e-02, eta: 20:27:20, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.5211, top5_acc: 0.7447, loss_cls: 2.1060, loss: 2.1060, grad_norm: 2.3180 2020-09-11 18:18:21,515 - mmaction - INFO - Epoch [47][120/627] lr: 6.000e-02, eta: 20:26:57, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.5326, top5_acc: 0.7602, loss_cls: 2.0301, loss: 2.0301, grad_norm: 2.3167 2020-09-11 18:18:43,760 - mmaction - INFO - Epoch [47][140/627] lr: 6.000e-02, eta: 20:26:33, time: 1.112, data_time: 0.014, memory: 8471, top1_acc: 0.5245, top5_acc: 0.7510, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.3231 2020-09-11 18:19:06,046 - mmaction - INFO - Epoch [47][160/627] lr: 6.000e-02, eta: 20:26:10, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5285, top5_acc: 0.7495, loss_cls: 2.0900, loss: 2.0900, grad_norm: 2.3205 2020-09-11 18:19:28,242 - mmaction - INFO - Epoch [47][180/627] lr: 6.000e-02, eta: 20:25:46, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.5059, top5_acc: 0.7465, loss_cls: 2.1372, loss: 2.1372, grad_norm: 2.3888 2020-09-11 18:19:50,518 - mmaction - INFO - Epoch [47][200/627] lr: 6.000e-02, eta: 20:25:23, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.5251, top5_acc: 0.7522, loss_cls: 2.0690, loss: 2.0690, grad_norm: 2.2983 2020-09-11 18:20:12,816 - mmaction - INFO - Epoch [47][220/627] lr: 6.000e-02, eta: 20:24:59, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5198, top5_acc: 0.7542, loss_cls: 2.0552, loss: 2.0552, grad_norm: 2.3393 2020-09-11 18:20:35,186 - mmaction - INFO - Epoch [47][240/627] lr: 6.000e-02, eta: 20:24:36, time: 1.123, data_time: 0.010, memory: 8471, top1_acc: 0.5234, top5_acc: 0.7411, loss_cls: 2.1102, loss: 2.1102, grad_norm: 2.3607 2020-09-11 18:20:57,421 - mmaction - INFO - Epoch [47][260/627] lr: 6.000e-02, eta: 20:24:13, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5057, top5_acc: 0.7353, loss_cls: 2.1479, loss: 2.1479, grad_norm: 2.3823 2020-09-11 18:21:19,656 - mmaction - INFO - Epoch [47][280/627] lr: 6.000e-02, eta: 20:23:49, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5237, top5_acc: 0.7454, loss_cls: 2.0992, loss: 2.0992, grad_norm: 2.3104 2020-09-11 18:21:41,886 - mmaction - INFO - Epoch [47][300/627] lr: 6.000e-02, eta: 20:23:26, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5161, top5_acc: 0.7456, loss_cls: 2.1049, loss: 2.1049, grad_norm: 2.3611 2020-09-11 18:22:04,052 - mmaction - INFO - Epoch [47][320/627] lr: 6.000e-02, eta: 20:23:02, time: 1.103, data_time: 0.008, memory: 8471, top1_acc: 0.5156, top5_acc: 0.7464, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.3693 2020-09-11 18:22:26,247 - mmaction - INFO - Epoch [47][340/627] lr: 6.000e-02, eta: 20:22:39, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.5053, top5_acc: 0.7368, loss_cls: 2.1696, loss: 2.1696, grad_norm: 2.3647 2020-09-11 18:22:48,525 - mmaction - INFO - Epoch [47][360/627] lr: 6.000e-02, eta: 20:22:15, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5168, top5_acc: 0.7414, loss_cls: 2.1234, loss: 2.1234, grad_norm: 2.3576 2020-09-11 18:23:10,724 - mmaction - INFO - Epoch [47][380/627] lr: 6.000e-02, eta: 20:21:52, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5009, top5_acc: 0.7302, loss_cls: 2.1774, loss: 2.1774, grad_norm: 2.3373 2020-09-11 18:23:33,003 - mmaction - INFO - Epoch [47][400/627] lr: 6.000e-02, eta: 20:21:28, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5163, top5_acc: 0.7398, loss_cls: 2.1271, loss: 2.1271, grad_norm: 2.3176 2020-09-11 18:23:55,305 - mmaction - INFO - Epoch [47][420/627] lr: 6.000e-02, eta: 20:21:05, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.5186, top5_acc: 0.7444, loss_cls: 2.1308, loss: 2.1308, grad_norm: 2.3421 2020-09-11 18:24:17,717 - mmaction - INFO - Epoch [47][440/627] lr: 6.000e-02, eta: 20:20:42, time: 1.119, data_time: 0.005, memory: 8471, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.2897 2020-09-11 18:24:40,047 - mmaction - INFO - Epoch [47][460/627] lr: 6.000e-02, eta: 20:20:19, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5206, top5_acc: 0.7512, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.3453 2020-09-11 18:25:02,261 - mmaction - INFO - Epoch [47][480/627] lr: 6.000e-02, eta: 20:19:55, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5199, top5_acc: 0.7440, loss_cls: 2.1095, loss: 2.1095, grad_norm: 2.3257 2020-09-11 18:25:24,476 - mmaction - INFO - Epoch [47][500/627] lr: 6.000e-02, eta: 20:19:32, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5070, top5_acc: 0.7393, loss_cls: 2.1535, loss: 2.1535, grad_norm: 2.3126 2020-09-11 18:25:46,747 - mmaction - INFO - Epoch [47][520/627] lr: 6.000e-02, eta: 20:19:08, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5194, top5_acc: 0.7418, loss_cls: 2.0997, loss: 2.0997, grad_norm: 2.3322 2020-09-11 18:26:08,986 - mmaction - INFO - Epoch [47][540/627] lr: 6.000e-02, eta: 20:18:44, time: 1.109, data_time: 0.018, memory: 8471, top1_acc: 0.5063, top5_acc: 0.7393, loss_cls: 2.1528, loss: 2.1528, grad_norm: 2.3404 2020-09-11 18:26:31,364 - mmaction - INFO - Epoch [47][560/627] lr: 6.000e-02, eta: 20:18:22, time: 1.125, data_time: 0.013, memory: 8471, top1_acc: 0.5064, top5_acc: 0.7417, loss_cls: 2.1527, loss: 2.1527, grad_norm: 2.3273 2020-09-11 18:26:53,556 - mmaction - INFO - Epoch [47][580/627] lr: 6.000e-02, eta: 20:17:58, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.5165, top5_acc: 0.7447, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.3098 2020-09-11 18:27:15,732 - mmaction - INFO - Epoch [47][600/627] lr: 6.000e-02, eta: 20:17:35, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5177, top5_acc: 0.7401, loss_cls: 2.1196, loss: 2.1196, grad_norm: 2.3507 2020-09-11 18:27:38,054 - mmaction - INFO - Epoch [47][620/627] lr: 6.000e-02, eta: 20:17:11, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5249, top5_acc: 0.7493, loss_cls: 2.0690, loss: 2.0690, grad_norm: 2.2834 2020-09-11 18:28:18,341 - mmaction - INFO - Epoch [48][20/627] lr: 6.000e-02, eta: 20:16:48, time: 1.699, data_time: 0.515, memory: 8471, top1_acc: 0.5253, top5_acc: 0.7518, loss_cls: 2.0725, loss: 2.0725, grad_norm: 2.3273 2020-09-11 18:28:40,514 - mmaction - INFO - Epoch [48][40/627] lr: 6.000e-02, eta: 20:16:25, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7491, loss_cls: 2.0985, loss: 2.0985, grad_norm: 2.3439 2020-09-11 18:29:02,665 - mmaction - INFO - Epoch [48][60/627] lr: 6.000e-02, eta: 20:16:01, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5198, top5_acc: 0.7548, loss_cls: 2.0731, loss: 2.0731, grad_norm: 2.3366 2020-09-11 18:29:24,937 - mmaction - INFO - Epoch [48][80/627] lr: 6.000e-02, eta: 20:15:38, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5207, top5_acc: 0.7421, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.3902 2020-09-11 18:29:47,200 - mmaction - INFO - Epoch [48][100/627] lr: 6.000e-02, eta: 20:15:14, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.5190, top5_acc: 0.7538, loss_cls: 2.0928, loss: 2.0928, grad_norm: 2.3855 2020-09-11 18:30:09,376 - mmaction - INFO - Epoch [48][120/627] lr: 6.000e-02, eta: 20:14:51, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5236, top5_acc: 0.7507, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.3235 2020-09-11 18:30:31,692 - mmaction - INFO - Epoch [48][140/627] lr: 6.000e-02, eta: 20:14:27, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5160, top5_acc: 0.7378, loss_cls: 2.1209, loss: 2.1209, grad_norm: 2.2990 2020-09-11 18:30:53,967 - mmaction - INFO - Epoch [48][160/627] lr: 6.000e-02, eta: 20:14:04, time: 1.116, data_time: 0.015, memory: 8471, top1_acc: 0.5173, top5_acc: 0.7445, loss_cls: 2.1102, loss: 2.1102, grad_norm: 2.3982 2020-09-11 18:31:16,272 - mmaction - INFO - Epoch [48][180/627] lr: 6.000e-02, eta: 20:13:41, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.5174, top5_acc: 0.7349, loss_cls: 2.1243, loss: 2.1243, grad_norm: 2.3298 2020-09-11 18:31:38,443 - mmaction - INFO - Epoch [48][200/627] lr: 6.000e-02, eta: 20:13:17, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7556, loss_cls: 2.0728, loss: 2.0728, grad_norm: 2.3105 2020-09-11 18:32:00,812 - mmaction - INFO - Epoch [48][220/627] lr: 6.000e-02, eta: 20:12:54, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7504, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.3450 2020-09-11 18:32:23,035 - mmaction - INFO - Epoch [48][240/627] lr: 6.000e-02, eta: 20:12:31, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.5052, top5_acc: 0.7348, loss_cls: 2.1490, loss: 2.1490, grad_norm: 2.3278 2020-09-11 18:32:45,154 - mmaction - INFO - Epoch [48][260/627] lr: 6.000e-02, eta: 20:12:07, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5174, top5_acc: 0.7435, loss_cls: 2.1314, loss: 2.1314, grad_norm: 2.3291 2020-09-11 18:33:07,329 - mmaction - INFO - Epoch [48][280/627] lr: 6.000e-02, eta: 20:11:43, time: 1.106, data_time: 0.012, memory: 8471, top1_acc: 0.5229, top5_acc: 0.7440, loss_cls: 2.1009, loss: 2.1009, grad_norm: 2.2983 2020-09-11 18:33:29,621 - mmaction - INFO - Epoch [48][300/627] lr: 6.000e-02, eta: 20:11:20, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5255, top5_acc: 0.7505, loss_cls: 2.0624, loss: 2.0624, grad_norm: 2.3384 2020-09-11 18:33:51,904 - mmaction - INFO - Epoch [48][320/627] lr: 6.000e-02, eta: 20:10:57, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1469, loss: 2.1469, grad_norm: 2.3876 2020-09-11 18:34:14,134 - mmaction - INFO - Epoch [48][340/627] lr: 6.000e-02, eta: 20:10:33, time: 1.116, data_time: 0.015, memory: 8471, top1_acc: 0.5232, top5_acc: 0.7410, loss_cls: 2.1141, loss: 2.1141, grad_norm: 2.2735 2020-09-11 18:34:36,435 - mmaction - INFO - Epoch [48][360/627] lr: 6.000e-02, eta: 20:10:10, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5185, top5_acc: 0.7470, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.3634 2020-09-11 18:34:58,676 - mmaction - INFO - Epoch [48][380/627] lr: 6.000e-02, eta: 20:09:46, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5064, top5_acc: 0.7499, loss_cls: 2.1295, loss: 2.1295, grad_norm: 2.3900 2020-09-11 18:35:21,001 - mmaction - INFO - Epoch [48][400/627] lr: 6.000e-02, eta: 20:09:23, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7428, loss_cls: 2.1378, loss: 2.1378, grad_norm: 2.3606 2020-09-11 18:35:43,232 - mmaction - INFO - Epoch [48][420/627] lr: 6.000e-02, eta: 20:09:00, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5113, top5_acc: 0.7406, loss_cls: 2.1230, loss: 2.1230, grad_norm: 2.3376 2020-09-11 18:36:05,405 - mmaction - INFO - Epoch [48][440/627] lr: 6.000e-02, eta: 20:08:36, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5191, top5_acc: 0.7499, loss_cls: 2.0928, loss: 2.0928, grad_norm: 2.3067 2020-09-11 18:36:27,599 - mmaction - INFO - Epoch [48][460/627] lr: 6.000e-02, eta: 20:08:13, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.5190, top5_acc: 0.7414, loss_cls: 2.1106, loss: 2.1106, grad_norm: 2.3268 2020-09-11 18:36:49,841 - mmaction - INFO - Epoch [48][480/627] lr: 6.000e-02, eta: 20:07:49, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5135, top5_acc: 0.7434, loss_cls: 2.1444, loss: 2.1444, grad_norm: 2.3180 2020-09-11 18:37:12,224 - mmaction - INFO - Epoch [48][500/627] lr: 6.000e-02, eta: 20:07:26, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.5155, top5_acc: 0.7443, loss_cls: 2.1285, loss: 2.1285, grad_norm: 2.3333 2020-09-11 18:37:34,428 - mmaction - INFO - Epoch [48][520/627] lr: 6.000e-02, eta: 20:07:03, time: 1.113, data_time: 0.017, memory: 8471, top1_acc: 0.5171, top5_acc: 0.7456, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.3181 2020-09-11 18:37:56,704 - mmaction - INFO - Epoch [48][540/627] lr: 6.000e-02, eta: 20:06:39, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.5066, top5_acc: 0.7482, loss_cls: 2.1207, loss: 2.1207, grad_norm: 2.3193 2020-09-11 18:38:18,909 - mmaction - INFO - Epoch [48][560/627] lr: 6.000e-02, eta: 20:06:16, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5207, top5_acc: 0.7427, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.2940 2020-09-11 18:38:41,110 - mmaction - INFO - Epoch [48][580/627] lr: 6.000e-02, eta: 20:05:53, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5210, top5_acc: 0.7421, loss_cls: 2.1112, loss: 2.1112, grad_norm: 2.3616 2020-09-11 18:39:03,368 - mmaction - INFO - Epoch [48][600/627] lr: 6.000e-02, eta: 20:05:29, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.5137, top5_acc: 0.7432, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.3426 2020-09-11 18:39:25,632 - mmaction - INFO - Epoch [48][620/627] lr: 6.000e-02, eta: 20:05:06, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.5122, top5_acc: 0.7357, loss_cls: 2.1415, loss: 2.1415, grad_norm: 2.3076 2020-09-11 18:40:05,857 - mmaction - INFO - Epoch [49][20/627] lr: 6.000e-02, eta: 20:04:43, time: 1.701, data_time: 0.466, memory: 8471, top1_acc: 0.5090, top5_acc: 0.7445, loss_cls: 2.1369, loss: 2.1369, grad_norm: 2.3793 2020-09-11 18:40:28,036 - mmaction - INFO - Epoch [49][40/627] lr: 6.000e-02, eta: 20:04:19, time: 1.099, data_time: 0.007, memory: 8471, top1_acc: 0.5246, top5_acc: 0.7557, loss_cls: 2.0527, loss: 2.0527, grad_norm: 2.3348 2020-09-11 18:40:50,340 - mmaction - INFO - Epoch [49][60/627] lr: 6.000e-02, eta: 20:03:56, time: 1.125, data_time: 0.020, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7544, loss_cls: 2.0792, loss: 2.0792, grad_norm: 2.3488 2020-09-11 18:41:12,579 - mmaction - INFO - Epoch [49][80/627] lr: 6.000e-02, eta: 20:03:32, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5243, top5_acc: 0.7421, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.3436 2020-09-11 18:41:34,872 - mmaction - INFO - Epoch [49][100/627] lr: 6.000e-02, eta: 20:03:09, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5204, top5_acc: 0.7469, loss_cls: 2.0999, loss: 2.0999, grad_norm: 2.3671 2020-09-11 18:41:57,104 - mmaction - INFO - Epoch [49][120/627] lr: 6.000e-02, eta: 20:02:46, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5202, top5_acc: 0.7445, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.3340 2020-09-11 18:42:19,312 - mmaction - INFO - Epoch [49][140/627] lr: 6.000e-02, eta: 20:02:22, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5211, top5_acc: 0.7475, loss_cls: 2.0735, loss: 2.0735, grad_norm: 2.3001 2020-09-11 18:42:41,569 - mmaction - INFO - Epoch [49][160/627] lr: 6.000e-02, eta: 20:01:59, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5242, top5_acc: 0.7534, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.3505 2020-09-11 18:43:03,811 - mmaction - INFO - Epoch [49][180/627] lr: 6.000e-02, eta: 20:01:36, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5121, top5_acc: 0.7374, loss_cls: 2.1315, loss: 2.1315, grad_norm: 2.3238 2020-09-11 18:43:26,066 - mmaction - INFO - Epoch [49][200/627] lr: 6.000e-02, eta: 20:01:12, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5204, top5_acc: 0.7486, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.3132 2020-09-11 18:43:48,378 - mmaction - INFO - Epoch [49][220/627] lr: 6.000e-02, eta: 20:00:49, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7549, loss_cls: 2.0725, loss: 2.0725, grad_norm: 2.3382 2020-09-11 18:44:10,684 - mmaction - INFO - Epoch [49][240/627] lr: 6.000e-02, eta: 20:00:25, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.5217, top5_acc: 0.7475, loss_cls: 2.0924, loss: 2.0924, grad_norm: 2.3541 2020-09-11 18:44:32,936 - mmaction - INFO - Epoch [49][260/627] lr: 6.000e-02, eta: 20:00:02, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.5184, top5_acc: 0.7475, loss_cls: 2.0901, loss: 2.0901, grad_norm: 2.3767 2020-09-11 18:44:55,136 - mmaction - INFO - Epoch [49][280/627] lr: 6.000e-02, eta: 19:59:39, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5141, top5_acc: 0.7467, loss_cls: 2.1210, loss: 2.1210, grad_norm: 2.3459 2020-09-11 18:45:17,344 - mmaction - INFO - Epoch [49][300/627] lr: 6.000e-02, eta: 19:59:16, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.5211, top5_acc: 0.7443, loss_cls: 2.1039, loss: 2.1039, grad_norm: 2.3379 2020-09-11 18:45:39,571 - mmaction - INFO - Epoch [49][320/627] lr: 6.000e-02, eta: 19:58:52, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.5185, top5_acc: 0.7424, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.3174 2020-09-11 18:46:01,756 - mmaction - INFO - Epoch [49][340/627] lr: 6.000e-02, eta: 19:58:28, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.5092, top5_acc: 0.7424, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.3578 2020-09-11 18:46:24,001 - mmaction - INFO - Epoch [49][360/627] lr: 6.000e-02, eta: 19:58:05, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5191, top5_acc: 0.7525, loss_cls: 2.1056, loss: 2.1056, grad_norm: 2.3449 2020-09-11 18:46:46,291 - mmaction - INFO - Epoch [49][380/627] lr: 6.000e-02, eta: 19:57:42, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.5126, top5_acc: 0.7434, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.3319 2020-09-11 18:47:08,597 - mmaction - INFO - Epoch [49][400/627] lr: 6.000e-02, eta: 19:57:19, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.5202, top5_acc: 0.7355, loss_cls: 2.1414, loss: 2.1414, grad_norm: 2.3382 2020-09-11 18:47:30,881 - mmaction - INFO - Epoch [49][420/627] lr: 6.000e-02, eta: 19:56:55, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5089, top5_acc: 0.7419, loss_cls: 2.1345, loss: 2.1345, grad_norm: 2.3342 2020-09-11 18:47:53,115 - mmaction - INFO - Epoch [49][440/627] lr: 6.000e-02, eta: 19:56:32, time: 1.107, data_time: 0.010, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7406, loss_cls: 2.1368, loss: 2.1368, grad_norm: 2.3747 2020-09-11 18:48:15,349 - mmaction - INFO - Epoch [49][460/627] lr: 6.000e-02, eta: 19:56:08, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.5174, top5_acc: 0.7483, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.2906 2020-09-11 18:48:37,514 - mmaction - INFO - Epoch [49][480/627] lr: 6.000e-02, eta: 19:55:45, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5152, top5_acc: 0.7411, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.3576 2020-09-11 18:48:59,738 - mmaction - INFO - Epoch [49][500/627] lr: 6.000e-02, eta: 19:55:22, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5100, top5_acc: 0.7410, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.3197 2020-09-11 18:49:21,867 - mmaction - INFO - Epoch [49][520/627] lr: 6.000e-02, eta: 19:54:58, time: 1.103, data_time: 0.005, memory: 8471, top1_acc: 0.5132, top5_acc: 0.7503, loss_cls: 2.0968, loss: 2.0968, grad_norm: 2.3006 2020-09-11 18:49:44,193 - mmaction - INFO - Epoch [49][540/627] lr: 6.000e-02, eta: 19:54:35, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5122, top5_acc: 0.7479, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.3687 2020-09-11 18:50:06,463 - mmaction - INFO - Epoch [49][560/627] lr: 6.000e-02, eta: 19:54:12, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.5293, top5_acc: 0.7435, loss_cls: 2.0992, loss: 2.0992, grad_norm: 2.3144 2020-09-11 18:50:28,684 - mmaction - INFO - Epoch [49][580/627] lr: 6.000e-02, eta: 19:53:48, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5117, top5_acc: 0.7440, loss_cls: 2.1289, loss: 2.1289, grad_norm: 2.3470 2020-09-11 18:50:50,808 - mmaction - INFO - Epoch [49][600/627] lr: 6.000e-02, eta: 19:53:25, time: 1.107, data_time: 0.011, memory: 8471, top1_acc: 0.5154, top5_acc: 0.7432, loss_cls: 2.1459, loss: 2.1459, grad_norm: 2.3553 2020-09-11 18:51:13,018 - mmaction - INFO - Epoch [49][620/627] lr: 6.000e-02, eta: 19:53:01, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.5159, top5_acc: 0.7443, loss_cls: 2.1324, loss: 2.1324, grad_norm: 2.3383 2020-09-11 18:51:53,333 - mmaction - INFO - Epoch [50][20/627] lr: 6.000e-02, eta: 19:52:38, time: 1.702, data_time: 0.530, memory: 8471, top1_acc: 0.5202, top5_acc: 0.7531, loss_cls: 2.0683, loss: 2.0683, grad_norm: 2.3404 2020-09-11 18:52:15,495 - mmaction - INFO - Epoch [50][40/627] lr: 6.000e-02, eta: 19:52:14, time: 1.104, data_time: 0.009, memory: 8471, top1_acc: 0.5229, top5_acc: 0.7470, loss_cls: 2.1037, loss: 2.1037, grad_norm: 2.3417 2020-09-11 18:52:37,715 - mmaction - INFO - Epoch [50][60/627] lr: 6.000e-02, eta: 19:51:51, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.5189, top5_acc: 0.7473, loss_cls: 2.0931, loss: 2.0931, grad_norm: 2.3428 2020-09-11 18:53:00,045 - mmaction - INFO - Epoch [50][80/627] lr: 6.000e-02, eta: 19:51:28, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5211, top5_acc: 0.7448, loss_cls: 2.1130, loss: 2.1130, grad_norm: 2.3485 2020-09-11 18:53:22,334 - mmaction - INFO - Epoch [50][100/627] lr: 6.000e-02, eta: 19:51:04, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5102, top5_acc: 0.7443, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.3535 2020-09-11 18:53:44,606 - mmaction - INFO - Epoch [50][120/627] lr: 6.000e-02, eta: 19:50:41, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5199, top5_acc: 0.7480, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.3497 2020-09-11 18:54:06,769 - mmaction - INFO - Epoch [50][140/627] lr: 6.000e-02, eta: 19:50:18, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7556, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.3597 2020-09-11 18:54:29,089 - mmaction - INFO - Epoch [50][160/627] lr: 6.000e-02, eta: 19:49:55, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.5186, top5_acc: 0.7400, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.3341 2020-09-11 18:54:51,375 - mmaction - INFO - Epoch [50][180/627] lr: 6.000e-02, eta: 19:49:31, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.5249, top5_acc: 0.7531, loss_cls: 2.0713, loss: 2.0713, grad_norm: 2.3118 2020-09-11 18:55:13,757 - mmaction - INFO - Epoch [50][200/627] lr: 6.000e-02, eta: 19:49:08, time: 1.119, data_time: 0.006, memory: 8471, top1_acc: 0.5220, top5_acc: 0.7466, loss_cls: 2.1046, loss: 2.1046, grad_norm: 2.3459 2020-09-11 18:55:35,947 - mmaction - INFO - Epoch [50][220/627] lr: 6.000e-02, eta: 19:48:45, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5254, top5_acc: 0.7497, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.3242 2020-09-11 18:55:58,163 - mmaction - INFO - Epoch [50][240/627] lr: 6.000e-02, eta: 19:48:21, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5230, top5_acc: 0.7475, loss_cls: 2.0753, loss: 2.0753, grad_norm: 2.3072 2020-09-11 18:56:20,433 - mmaction - INFO - Epoch [50][260/627] lr: 6.000e-02, eta: 19:47:58, time: 1.110, data_time: 0.013, memory: 8471, top1_acc: 0.5214, top5_acc: 0.7464, loss_cls: 2.0979, loss: 2.0979, grad_norm: 2.3254 2020-09-11 18:56:42,681 - mmaction - INFO - Epoch [50][280/627] lr: 6.000e-02, eta: 19:47:35, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.5168, top5_acc: 0.7520, loss_cls: 2.0865, loss: 2.0865, grad_norm: 2.3294 2020-09-11 18:57:04,920 - mmaction - INFO - Epoch [50][300/627] lr: 6.000e-02, eta: 19:47:11, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7475, loss_cls: 2.1099, loss: 2.1099, grad_norm: 2.3355 2020-09-11 18:57:27,199 - mmaction - INFO - Epoch [50][320/627] lr: 6.000e-02, eta: 19:46:48, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5220, top5_acc: 0.7500, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.3831 2020-09-11 18:57:49,341 - mmaction - INFO - Epoch [50][340/627] lr: 6.000e-02, eta: 19:46:24, time: 1.101, data_time: 0.009, memory: 8471, top1_acc: 0.5223, top5_acc: 0.7424, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.3567 2020-09-11 18:58:11,621 - mmaction - INFO - Epoch [50][360/627] lr: 6.000e-02, eta: 19:46:01, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.5173, top5_acc: 0.7430, loss_cls: 2.0900, loss: 2.0900, grad_norm: 2.2823 2020-09-11 18:58:33,823 - mmaction - INFO - Epoch [50][380/627] lr: 6.000e-02, eta: 19:45:38, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7430, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.3291 2020-09-11 18:58:56,162 - mmaction - INFO - Epoch [50][400/627] lr: 6.000e-02, eta: 19:45:15, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.5342, top5_acc: 0.7538, loss_cls: 2.0539, loss: 2.0539, grad_norm: 2.3011 2020-09-11 18:59:18,415 - mmaction - INFO - Epoch [50][420/627] lr: 6.000e-02, eta: 19:44:51, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5255, top5_acc: 0.7465, loss_cls: 2.0796, loss: 2.0796, grad_norm: 2.3546 2020-09-11 18:59:40,603 - mmaction - INFO - Epoch [50][440/627] lr: 6.000e-02, eta: 19:44:28, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5089, top5_acc: 0.7427, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.3687 2020-09-11 19:00:02,840 - mmaction - INFO - Epoch [50][460/627] lr: 6.000e-02, eta: 19:44:05, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5138, top5_acc: 0.7453, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.3512 2020-09-11 19:00:25,063 - mmaction - INFO - Epoch [50][480/627] lr: 6.000e-02, eta: 19:43:41, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5184, top5_acc: 0.7439, loss_cls: 2.1175, loss: 2.1175, grad_norm: 2.3350 2020-09-11 19:00:47,263 - mmaction - INFO - Epoch [50][500/627] lr: 6.000e-02, eta: 19:43:18, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.5128, top5_acc: 0.7411, loss_cls: 2.1212, loss: 2.1212, grad_norm: 2.3680 2020-09-11 19:01:09,406 - mmaction - INFO - Epoch [50][520/627] lr: 6.000e-02, eta: 19:42:54, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5185, top5_acc: 0.7469, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.3082 2020-09-11 19:01:31,606 - mmaction - INFO - Epoch [50][540/627] lr: 6.000e-02, eta: 19:42:31, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.5124, top5_acc: 0.7371, loss_cls: 2.1408, loss: 2.1408, grad_norm: 2.3809 2020-09-11 19:01:53,860 - mmaction - INFO - Epoch [50][560/627] lr: 6.000e-02, eta: 19:42:08, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5095, top5_acc: 0.7421, loss_cls: 2.1178, loss: 2.1178, grad_norm: 2.3164 2020-09-11 19:02:16,060 - mmaction - INFO - Epoch [50][580/627] lr: 6.000e-02, eta: 19:41:44, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5186, top5_acc: 0.7430, loss_cls: 2.1208, loss: 2.1208, grad_norm: 2.3560 2020-09-11 19:02:38,237 - mmaction - INFO - Epoch [50][600/627] lr: 6.000e-02, eta: 19:41:20, time: 1.100, data_time: 0.011, memory: 8471, top1_acc: 0.5224, top5_acc: 0.7475, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.3110 2020-09-11 19:03:00,472 - mmaction - INFO - Epoch [50][620/627] lr: 6.000e-02, eta: 19:40:57, time: 1.121, data_time: 0.017, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7387, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.3348 2020-09-11 19:03:23,611 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-09-11 19:04:28,391 - mmaction - INFO - Epoch [51][20/627] lr: 6.000e-02, eta: 19:41:32, time: 3.152, data_time: 1.949, memory: 8471, top1_acc: 0.5258, top5_acc: 0.7533, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.3240 2020-09-11 19:04:50,551 - mmaction - INFO - Epoch [51][40/627] lr: 6.000e-02, eta: 19:41:08, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5298, top5_acc: 0.7478, loss_cls: 2.0596, loss: 2.0596, grad_norm: 2.3297 2020-09-11 19:05:12,618 - mmaction - INFO - Epoch [51][60/627] lr: 6.000e-02, eta: 19:40:45, time: 1.101, data_time: 0.008, memory: 8471, top1_acc: 0.5189, top5_acc: 0.7473, loss_cls: 2.0938, loss: 2.0938, grad_norm: 2.3109 2020-09-11 19:05:34,823 - mmaction - INFO - Epoch [51][80/627] lr: 6.000e-02, eta: 19:40:21, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.5189, top5_acc: 0.7410, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.3391 2020-09-11 19:05:57,046 - mmaction - INFO - Epoch [51][100/627] lr: 6.000e-02, eta: 19:39:58, time: 1.110, data_time: 0.002, memory: 8471, top1_acc: 0.5275, top5_acc: 0.7542, loss_cls: 2.0652, loss: 2.0652, grad_norm: 2.3356 2020-09-11 19:06:19,226 - mmaction - INFO - Epoch [51][120/627] lr: 6.000e-02, eta: 19:39:34, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.5165, top5_acc: 0.7514, loss_cls: 2.0909, loss: 2.0909, grad_norm: 2.3448 2020-09-11 19:06:41,429 - mmaction - INFO - Epoch [51][140/627] lr: 6.000e-02, eta: 19:39:11, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.5148, top5_acc: 0.7362, loss_cls: 2.1402, loss: 2.1402, grad_norm: 2.3619 2020-09-11 19:07:03,597 - mmaction - INFO - Epoch [51][160/627] lr: 6.000e-02, eta: 19:38:47, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5299, top5_acc: 0.7479, loss_cls: 2.0827, loss: 2.0827, grad_norm: 2.3164 2020-09-11 19:07:25,872 - mmaction - INFO - Epoch [51][180/627] lr: 6.000e-02, eta: 19:38:24, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5344, top5_acc: 0.7530, loss_cls: 2.0578, loss: 2.0578, grad_norm: 2.3655 2020-09-11 19:07:48,046 - mmaction - INFO - Epoch [51][200/627] lr: 6.000e-02, eta: 19:38:01, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7332, loss_cls: 2.1418, loss: 2.1418, grad_norm: 2.3632 2020-09-11 19:08:10,240 - mmaction - INFO - Epoch [51][220/627] lr: 6.000e-02, eta: 19:37:37, time: 1.102, data_time: 0.005, memory: 8471, top1_acc: 0.5082, top5_acc: 0.7375, loss_cls: 2.1567, loss: 2.1567, grad_norm: 2.3767 2020-09-11 19:08:32,401 - mmaction - INFO - Epoch [51][240/627] lr: 6.000e-02, eta: 19:37:14, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5311, top5_acc: 0.7568, loss_cls: 2.0784, loss: 2.0784, grad_norm: 2.3193 2020-09-11 19:08:54,603 - mmaction - INFO - Epoch [51][260/627] lr: 6.000e-02, eta: 19:36:50, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5206, top5_acc: 0.7449, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.3657 2020-09-11 19:09:16,811 - mmaction - INFO - Epoch [51][280/627] lr: 6.000e-02, eta: 19:36:27, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5238, top5_acc: 0.7447, loss_cls: 2.0901, loss: 2.0901, grad_norm: 2.3119 2020-09-11 19:09:39,079 - mmaction - INFO - Epoch [51][300/627] lr: 6.000e-02, eta: 19:36:03, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5083, top5_acc: 0.7383, loss_cls: 2.1824, loss: 2.1824, grad_norm: 2.3999 2020-09-11 19:10:01,298 - mmaction - INFO - Epoch [51][320/627] lr: 6.000e-02, eta: 19:35:40, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5227, top5_acc: 0.7505, loss_cls: 2.0716, loss: 2.0716, grad_norm: 2.3036 2020-09-11 19:10:23,465 - mmaction - INFO - Epoch [51][340/627] lr: 6.000e-02, eta: 19:35:16, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.5191, top5_acc: 0.7478, loss_cls: 2.1053, loss: 2.1053, grad_norm: 2.3293 2020-09-11 19:10:45,663 - mmaction - INFO - Epoch [51][360/627] lr: 6.000e-02, eta: 19:34:53, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5206, top5_acc: 0.7466, loss_cls: 2.1120, loss: 2.1120, grad_norm: 2.3377 2020-09-11 19:11:07,971 - mmaction - INFO - Epoch [51][380/627] lr: 6.000e-02, eta: 19:34:29, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5120, top5_acc: 0.7461, loss_cls: 2.1222, loss: 2.1222, grad_norm: 2.3810 2020-09-11 19:11:30,235 - mmaction - INFO - Epoch [51][400/627] lr: 6.000e-02, eta: 19:34:06, time: 1.122, data_time: 0.018, memory: 8471, top1_acc: 0.5156, top5_acc: 0.7464, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.3653 2020-09-11 19:11:52,463 - mmaction - INFO - Epoch [51][420/627] lr: 6.000e-02, eta: 19:33:43, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5177, top5_acc: 0.7518, loss_cls: 2.0814, loss: 2.0814, grad_norm: 2.3048 2020-09-11 19:12:14,664 - mmaction - INFO - Epoch [51][440/627] lr: 6.000e-02, eta: 19:33:20, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5124, top5_acc: 0.7480, loss_cls: 2.1212, loss: 2.1212, grad_norm: 2.3524 2020-09-11 19:12:36,948 - mmaction - INFO - Epoch [51][460/627] lr: 6.000e-02, eta: 19:32:56, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.5216, top5_acc: 0.7520, loss_cls: 2.0759, loss: 2.0759, grad_norm: 2.3367 2020-09-11 19:12:59,109 - mmaction - INFO - Epoch [51][480/627] lr: 6.000e-02, eta: 19:32:33, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5138, top5_acc: 0.7465, loss_cls: 2.0997, loss: 2.0997, grad_norm: 2.3355 2020-09-11 19:13:21,351 - mmaction - INFO - Epoch [51][500/627] lr: 6.000e-02, eta: 19:32:10, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5220, top5_acc: 0.7535, loss_cls: 2.0913, loss: 2.0913, grad_norm: 2.3574 2020-09-11 19:13:43,560 - mmaction - INFO - Epoch [51][520/627] lr: 6.000e-02, eta: 19:31:46, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5230, top5_acc: 0.7521, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.3402 2020-09-11 19:14:05,917 - mmaction - INFO - Epoch [51][540/627] lr: 6.000e-02, eta: 19:31:23, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.5137, top5_acc: 0.7470, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.3676 2020-09-11 19:14:28,299 - mmaction - INFO - Epoch [51][560/627] lr: 6.000e-02, eta: 19:31:00, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.5158, top5_acc: 0.7453, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.3138 2020-09-11 19:14:50,527 - mmaction - INFO - Epoch [51][580/627] lr: 6.000e-02, eta: 19:30:36, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.5195, top5_acc: 0.7517, loss_cls: 2.1005, loss: 2.1005, grad_norm: 2.3462 2020-09-11 19:15:12,746 - mmaction - INFO - Epoch [51][600/627] lr: 6.000e-02, eta: 19:30:13, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.5130, top5_acc: 0.7443, loss_cls: 2.1557, loss: 2.1557, grad_norm: 2.3599 2020-09-11 19:15:34,922 - mmaction - INFO - Epoch [51][620/627] lr: 6.000e-02, eta: 19:29:50, time: 1.105, data_time: 0.014, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7513, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.3350 2020-09-11 19:16:14,998 - mmaction - INFO - Epoch [52][20/627] lr: 6.000e-02, eta: 19:29:25, time: 1.683, data_time: 0.508, memory: 8471, top1_acc: 0.5236, top5_acc: 0.7467, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.3390 2020-09-11 19:16:37,211 - mmaction - INFO - Epoch [52][40/627] lr: 6.000e-02, eta: 19:29:02, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5201, top5_acc: 0.7488, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.3775 2020-09-11 19:16:59,320 - mmaction - INFO - Epoch [52][60/627] lr: 6.000e-02, eta: 19:28:38, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5339, top5_acc: 0.7535, loss_cls: 2.0568, loss: 2.0568, grad_norm: 2.3299 2020-09-11 19:17:21,574 - mmaction - INFO - Epoch [52][80/627] lr: 6.000e-02, eta: 19:28:15, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5266, top5_acc: 0.7535, loss_cls: 2.0737, loss: 2.0737, grad_norm: 2.3640 2020-09-11 19:17:43,625 - mmaction - INFO - Epoch [52][100/627] lr: 6.000e-02, eta: 19:27:51, time: 1.102, data_time: 0.011, memory: 8471, top1_acc: 0.5161, top5_acc: 0.7484, loss_cls: 2.0964, loss: 2.0964, grad_norm: 2.3209 2020-09-11 19:18:05,900 - mmaction - INFO - Epoch [52][120/627] lr: 6.000e-02, eta: 19:27:28, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5199, top5_acc: 0.7480, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.3769 2020-09-11 19:18:28,105 - mmaction - INFO - Epoch [52][140/627] lr: 6.000e-02, eta: 19:27:05, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5116, top5_acc: 0.7462, loss_cls: 2.1235, loss: 2.1235, grad_norm: 2.3753 2020-09-11 19:18:50,496 - mmaction - INFO - Epoch [52][160/627] lr: 6.000e-02, eta: 19:26:42, time: 1.119, data_time: 0.005, memory: 8471, top1_acc: 0.5104, top5_acc: 0.7428, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.3471 2020-09-11 19:19:12,768 - mmaction - INFO - Epoch [52][180/627] lr: 6.000e-02, eta: 19:26:18, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5174, top5_acc: 0.7500, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.3253 2020-09-11 19:19:35,064 - mmaction - INFO - Epoch [52][200/627] lr: 6.000e-02, eta: 19:25:55, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7504, loss_cls: 2.1158, loss: 2.1158, grad_norm: 2.3324 2020-09-11 19:19:57,291 - mmaction - INFO - Epoch [52][220/627] lr: 6.000e-02, eta: 19:25:31, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.5260, top5_acc: 0.7542, loss_cls: 2.0663, loss: 2.0663, grad_norm: 2.3519 2020-09-11 19:20:19,510 - mmaction - INFO - Epoch [52][240/627] lr: 6.000e-02, eta: 19:25:08, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7566, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.3181 2020-09-11 19:20:41,762 - mmaction - INFO - Epoch [52][260/627] lr: 6.000e-02, eta: 19:24:45, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5156, top5_acc: 0.7454, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.3468 2020-09-11 19:21:04,017 - mmaction - INFO - Epoch [52][280/627] lr: 6.000e-02, eta: 19:24:22, time: 1.113, data_time: 0.014, memory: 8471, top1_acc: 0.5293, top5_acc: 0.7493, loss_cls: 2.0743, loss: 2.0743, grad_norm: 2.3179 2020-09-11 19:21:26,413 - mmaction - INFO - Epoch [52][300/627] lr: 6.000e-02, eta: 19:23:59, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.5181, top5_acc: 0.7480, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.3609 2020-09-11 19:21:48,628 - mmaction - INFO - Epoch [52][320/627] lr: 6.000e-02, eta: 19:23:35, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5171, top5_acc: 0.7483, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.3462 2020-09-11 19:22:10,865 - mmaction - INFO - Epoch [52][340/627] lr: 6.000e-02, eta: 19:23:12, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5198, top5_acc: 0.7514, loss_cls: 2.1007, loss: 2.1007, grad_norm: 2.3351 2020-09-11 19:22:33,091 - mmaction - INFO - Epoch [52][360/627] lr: 6.000e-02, eta: 19:22:48, time: 1.103, data_time: 0.005, memory: 8471, top1_acc: 0.5186, top5_acc: 0.7457, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.3390 2020-09-11 19:22:55,291 - mmaction - INFO - Epoch [52][380/627] lr: 6.000e-02, eta: 19:22:25, time: 1.112, data_time: 0.014, memory: 8471, top1_acc: 0.5189, top5_acc: 0.7514, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.3757 2020-09-11 19:23:17,543 - mmaction - INFO - Epoch [52][400/627] lr: 6.000e-02, eta: 19:22:02, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.5223, top5_acc: 0.7522, loss_cls: 2.0972, loss: 2.0972, grad_norm: 2.3291 2020-09-11 19:23:39,839 - mmaction - INFO - Epoch [52][420/627] lr: 6.000e-02, eta: 19:21:39, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5275, top5_acc: 0.7525, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.3373 2020-09-11 19:24:02,068 - mmaction - INFO - Epoch [52][440/627] lr: 6.000e-02, eta: 19:21:15, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5194, top5_acc: 0.7413, loss_cls: 2.1173, loss: 2.1173, grad_norm: 2.3499 2020-09-11 19:24:24,306 - mmaction - INFO - Epoch [52][460/627] lr: 6.000e-02, eta: 19:20:52, time: 1.105, data_time: 0.009, memory: 8471, top1_acc: 0.5171, top5_acc: 0.7447, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.3298 2020-09-11 19:24:46,594 - mmaction - INFO - Epoch [52][480/627] lr: 6.000e-02, eta: 19:20:28, time: 1.118, data_time: 0.016, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7534, loss_cls: 2.0418, loss: 2.0418, grad_norm: 2.3485 2020-09-11 19:25:08,877 - mmaction - INFO - Epoch [52][500/627] lr: 6.000e-02, eta: 19:20:05, time: 1.113, data_time: 0.017, memory: 8471, top1_acc: 0.5187, top5_acc: 0.7441, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.3775 2020-09-11 19:25:31,186 - mmaction - INFO - Epoch [52][520/627] lr: 6.000e-02, eta: 19:19:42, time: 1.123, data_time: 0.012, memory: 8471, top1_acc: 0.5156, top5_acc: 0.7432, loss_cls: 2.1198, loss: 2.1198, grad_norm: 2.3461 2020-09-11 19:25:53,321 - mmaction - INFO - Epoch [52][540/627] lr: 6.000e-02, eta: 19:19:19, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5202, top5_acc: 0.7451, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.3216 2020-09-11 19:26:15,534 - mmaction - INFO - Epoch [52][560/627] lr: 6.000e-02, eta: 19:18:55, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7486, loss_cls: 2.0798, loss: 2.0798, grad_norm: 2.3259 2020-09-11 19:26:37,822 - mmaction - INFO - Epoch [52][580/627] lr: 6.000e-02, eta: 19:18:32, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5197, top5_acc: 0.7483, loss_cls: 2.1158, loss: 2.1158, grad_norm: 2.3849 2020-09-11 19:27:00,105 - mmaction - INFO - Epoch [52][600/627] lr: 6.000e-02, eta: 19:18:09, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5255, top5_acc: 0.7518, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.3491 2020-09-11 19:27:22,446 - mmaction - INFO - Epoch [52][620/627] lr: 6.000e-02, eta: 19:17:46, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5198, top5_acc: 0.7499, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.3075 2020-09-11 19:28:02,954 - mmaction - INFO - Epoch [53][20/627] lr: 6.000e-02, eta: 19:17:22, time: 1.710, data_time: 0.557, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7509, loss_cls: 2.0675, loss: 2.0675, grad_norm: 2.3347 2020-09-11 19:28:25,278 - mmaction - INFO - Epoch [53][40/627] lr: 6.000e-02, eta: 19:16:59, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5145, top5_acc: 0.7406, loss_cls: 2.1126, loss: 2.1126, grad_norm: 2.3426 2020-09-11 19:28:47,523 - mmaction - INFO - Epoch [53][60/627] lr: 6.000e-02, eta: 19:16:36, time: 1.106, data_time: 0.003, memory: 8471, top1_acc: 0.5307, top5_acc: 0.7585, loss_cls: 2.0507, loss: 2.0507, grad_norm: 2.3433 2020-09-11 19:29:09,793 - mmaction - INFO - Epoch [53][80/627] lr: 6.000e-02, eta: 19:16:13, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.5368, top5_acc: 0.7540, loss_cls: 2.0512, loss: 2.0512, grad_norm: 2.3430 2020-09-11 19:29:32,139 - mmaction - INFO - Epoch [53][100/627] lr: 6.000e-02, eta: 19:15:49, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5237, top5_acc: 0.7557, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.3615 2020-09-11 19:29:54,324 - mmaction - INFO - Epoch [53][120/627] lr: 6.000e-02, eta: 19:15:26, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5303, top5_acc: 0.7594, loss_cls: 2.0203, loss: 2.0203, grad_norm: 2.3178 2020-09-11 19:30:16,601 - mmaction - INFO - Epoch [53][140/627] lr: 6.000e-02, eta: 19:15:03, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5185, top5_acc: 0.7512, loss_cls: 2.0720, loss: 2.0720, grad_norm: 2.3732 2020-09-11 19:30:38,864 - mmaction - INFO - Epoch [53][160/627] lr: 6.000e-02, eta: 19:14:40, time: 1.121, data_time: 0.018, memory: 8471, top1_acc: 0.5243, top5_acc: 0.7518, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.3386 2020-09-11 19:31:01,124 - mmaction - INFO - Epoch [53][180/627] lr: 6.000e-02, eta: 19:14:16, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5288, top5_acc: 0.7510, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.3078 2020-09-11 19:31:23,514 - mmaction - INFO - Epoch [53][200/627] lr: 6.000e-02, eta: 19:13:53, time: 1.120, data_time: 0.007, memory: 8471, top1_acc: 0.5161, top5_acc: 0.7539, loss_cls: 2.0842, loss: 2.0842, grad_norm: 2.3831 2020-09-11 19:31:45,831 - mmaction - INFO - Epoch [53][220/627] lr: 6.000e-02, eta: 19:13:30, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5100, top5_acc: 0.7417, loss_cls: 2.1146, loss: 2.1146, grad_norm: 2.3901 2020-09-11 19:32:08,038 - mmaction - INFO - Epoch [53][240/627] lr: 6.000e-02, eta: 19:13:06, time: 1.108, data_time: 0.012, memory: 8471, top1_acc: 0.5138, top5_acc: 0.7410, loss_cls: 2.1417, loss: 2.1417, grad_norm: 2.3571 2020-09-11 19:32:30,384 - mmaction - INFO - Epoch [53][260/627] lr: 6.000e-02, eta: 19:12:44, time: 1.126, data_time: 0.014, memory: 8471, top1_acc: 0.5199, top5_acc: 0.7471, loss_cls: 2.1042, loss: 2.1042, grad_norm: 2.3461 2020-09-11 19:32:52,611 - mmaction - INFO - Epoch [53][280/627] lr: 6.000e-02, eta: 19:12:20, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5268, top5_acc: 0.7559, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.3652 2020-09-11 19:33:14,821 - mmaction - INFO - Epoch [53][300/627] lr: 6.000e-02, eta: 19:11:57, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7540, loss_cls: 2.0814, loss: 2.0814, grad_norm: 2.3559 2020-09-11 19:33:37,049 - mmaction - INFO - Epoch [53][320/627] lr: 6.000e-02, eta: 19:11:34, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5142, top5_acc: 0.7458, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.3314 2020-09-11 19:33:59,204 - mmaction - INFO - Epoch [53][340/627] lr: 6.000e-02, eta: 19:11:10, time: 1.100, data_time: 0.006, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7473, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.3737 2020-09-11 19:34:21,385 - mmaction - INFO - Epoch [53][360/627] lr: 6.000e-02, eta: 19:10:47, time: 1.114, data_time: 0.016, memory: 8471, top1_acc: 0.5195, top5_acc: 0.7411, loss_cls: 2.1349, loss: 2.1349, grad_norm: 2.3333 2020-09-11 19:34:43,673 - mmaction - INFO - Epoch [53][380/627] lr: 6.000e-02, eta: 19:10:23, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5135, top5_acc: 0.7439, loss_cls: 2.1120, loss: 2.1120, grad_norm: 2.3326 2020-09-11 19:35:05,976 - mmaction - INFO - Epoch [53][400/627] lr: 6.000e-02, eta: 19:10:00, time: 1.120, data_time: 0.019, memory: 8471, top1_acc: 0.5125, top5_acc: 0.7409, loss_cls: 2.1464, loss: 2.1464, grad_norm: 2.3558 2020-09-11 19:35:28,218 - mmaction - INFO - Epoch [53][420/627] lr: 6.000e-02, eta: 19:09:37, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7443, loss_cls: 2.1117, loss: 2.1117, grad_norm: 2.2844 2020-09-11 19:35:50,501 - mmaction - INFO - Epoch [53][440/627] lr: 6.000e-02, eta: 19:09:14, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5266, top5_acc: 0.7478, loss_cls: 2.0735, loss: 2.0735, grad_norm: 2.3263 2020-09-11 19:36:12,704 - mmaction - INFO - Epoch [53][460/627] lr: 6.000e-02, eta: 19:08:50, time: 1.102, data_time: 0.014, memory: 8471, top1_acc: 0.5238, top5_acc: 0.7509, loss_cls: 2.0880, loss: 2.0880, grad_norm: 2.3370 2020-09-11 19:36:34,940 - mmaction - INFO - Epoch [53][480/627] lr: 6.000e-02, eta: 19:08:27, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.5185, top5_acc: 0.7398, loss_cls: 2.1279, loss: 2.1279, grad_norm: 2.3601 2020-09-11 19:36:57,164 - mmaction - INFO - Epoch [53][500/627] lr: 6.000e-02, eta: 19:08:04, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.5173, top5_acc: 0.7447, loss_cls: 2.0983, loss: 2.0983, grad_norm: 2.3864 2020-09-11 19:37:19,468 - mmaction - INFO - Epoch [53][520/627] lr: 6.000e-02, eta: 19:07:41, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.5228, top5_acc: 0.7410, loss_cls: 2.1033, loss: 2.1033, grad_norm: 2.3179 2020-09-11 19:37:41,713 - mmaction - INFO - Epoch [53][540/627] lr: 6.000e-02, eta: 19:07:18, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5288, top5_acc: 0.7469, loss_cls: 2.0794, loss: 2.0794, grad_norm: 2.3446 2020-09-11 19:38:03,954 - mmaction - INFO - Epoch [53][560/627] lr: 6.000e-02, eta: 19:06:54, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5158, top5_acc: 0.7380, loss_cls: 2.1304, loss: 2.1304, grad_norm: 2.3532 2020-09-11 19:38:26,307 - mmaction - INFO - Epoch [53][580/627] lr: 6.000e-02, eta: 19:06:31, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.5174, top5_acc: 0.7445, loss_cls: 2.0967, loss: 2.0967, grad_norm: 2.3694 2020-09-11 19:38:48,542 - mmaction - INFO - Epoch [53][600/627] lr: 6.000e-02, eta: 19:06:08, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5154, top5_acc: 0.7379, loss_cls: 2.1383, loss: 2.1383, grad_norm: 2.3307 2020-09-11 19:39:10,744 - mmaction - INFO - Epoch [53][620/627] lr: 6.000e-02, eta: 19:05:45, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5214, top5_acc: 0.7488, loss_cls: 2.1091, loss: 2.1091, grad_norm: 2.2912 2020-09-11 19:39:50,944 - mmaction - INFO - Epoch [54][20/627] lr: 6.000e-02, eta: 19:05:20, time: 1.697, data_time: 0.462, memory: 8471, top1_acc: 0.5172, top5_acc: 0.7513, loss_cls: 2.1015, loss: 2.1015, grad_norm: 2.4094 2020-09-11 19:40:13,188 - mmaction - INFO - Epoch [54][40/627] lr: 6.000e-02, eta: 19:04:57, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5267, top5_acc: 0.7493, loss_cls: 2.0827, loss: 2.0827, grad_norm: 2.3311 2020-09-11 19:40:35,521 - mmaction - INFO - Epoch [54][60/627] lr: 6.000e-02, eta: 19:04:34, time: 1.122, data_time: 0.011, memory: 8471, top1_acc: 0.5270, top5_acc: 0.7553, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.3193 2020-09-11 19:40:57,866 - mmaction - INFO - Epoch [54][80/627] lr: 6.000e-02, eta: 19:04:11, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5201, top5_acc: 0.7371, loss_cls: 2.1147, loss: 2.1147, grad_norm: 2.3703 2020-09-11 19:41:20,153 - mmaction - INFO - Epoch [54][100/627] lr: 6.000e-02, eta: 19:03:48, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.5315, top5_acc: 0.7518, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.3623 2020-09-11 19:41:42,329 - mmaction - INFO - Epoch [54][120/627] lr: 6.000e-02, eta: 19:03:24, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5171, top5_acc: 0.7417, loss_cls: 2.1283, loss: 2.1283, grad_norm: 2.3845 2020-09-11 19:42:04,574 - mmaction - INFO - Epoch [54][140/627] lr: 6.000e-02, eta: 19:03:01, time: 1.108, data_time: 0.011, memory: 8471, top1_acc: 0.5180, top5_acc: 0.7517, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.3580 2020-09-11 19:42:26,791 - mmaction - INFO - Epoch [54][160/627] lr: 6.000e-02, eta: 19:02:38, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5194, top5_acc: 0.7508, loss_cls: 2.0784, loss: 2.0784, grad_norm: 2.3040 2020-09-11 19:42:49,071 - mmaction - INFO - Epoch [54][180/627] lr: 6.000e-02, eta: 19:02:15, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5266, top5_acc: 0.7553, loss_cls: 2.0481, loss: 2.0481, grad_norm: 2.3678 2020-09-11 19:43:11,312 - mmaction - INFO - Epoch [54][200/627] lr: 6.000e-02, eta: 19:01:51, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5210, top5_acc: 0.7522, loss_cls: 2.0836, loss: 2.0836, grad_norm: 2.3851 2020-09-11 19:43:33,625 - mmaction - INFO - Epoch [54][220/627] lr: 6.000e-02, eta: 19:01:28, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5346, top5_acc: 0.7552, loss_cls: 2.0482, loss: 2.0482, grad_norm: 2.3485 2020-09-11 19:43:55,924 - mmaction - INFO - Epoch [54][240/627] lr: 6.000e-02, eta: 19:01:05, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5190, top5_acc: 0.7473, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.3690 2020-09-11 19:44:18,218 - mmaction - INFO - Epoch [54][260/627] lr: 6.000e-02, eta: 19:00:42, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5276, top5_acc: 0.7551, loss_cls: 2.0660, loss: 2.0660, grad_norm: 2.3556 2020-09-11 19:44:40,410 - mmaction - INFO - Epoch [54][280/627] lr: 6.000e-02, eta: 19:00:19, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5214, top5_acc: 0.7421, loss_cls: 2.1237, loss: 2.1237, grad_norm: 2.3498 2020-09-11 19:45:02,598 - mmaction - INFO - Epoch [54][300/627] lr: 6.000e-02, eta: 18:59:55, time: 1.107, data_time: 0.010, memory: 8471, top1_acc: 0.5286, top5_acc: 0.7467, loss_cls: 2.1047, loss: 2.1047, grad_norm: 2.3577 2020-09-11 19:45:24,869 - mmaction - INFO - Epoch [54][320/627] lr: 6.000e-02, eta: 18:59:32, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5236, top5_acc: 0.7462, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.3703 2020-09-11 19:45:47,172 - mmaction - INFO - Epoch [54][340/627] lr: 6.000e-02, eta: 18:59:09, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.5232, top5_acc: 0.7440, loss_cls: 2.1082, loss: 2.1082, grad_norm: 2.3084 2020-09-11 19:46:09,458 - mmaction - INFO - Epoch [54][360/627] lr: 6.000e-02, eta: 18:58:46, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.5128, top5_acc: 0.7449, loss_cls: 2.1169, loss: 2.1169, grad_norm: 2.3674 2020-09-11 19:46:31,753 - mmaction - INFO - Epoch [54][380/627] lr: 6.000e-02, eta: 18:58:23, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.5150, top5_acc: 0.7508, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.3403 2020-09-11 19:46:54,032 - mmaction - INFO - Epoch [54][400/627] lr: 6.000e-02, eta: 18:57:59, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5203, top5_acc: 0.7358, loss_cls: 2.1175, loss: 2.1175, grad_norm: 2.3400 2020-09-11 19:47:16,307 - mmaction - INFO - Epoch [54][420/627] lr: 6.000e-02, eta: 18:57:36, time: 1.112, data_time: 0.002, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7539, loss_cls: 2.0676, loss: 2.0676, grad_norm: 2.3244 2020-09-11 19:47:38,496 - mmaction - INFO - Epoch [54][440/627] lr: 6.000e-02, eta: 18:57:13, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.5173, top5_acc: 0.7464, loss_cls: 2.1162, loss: 2.1162, grad_norm: 2.3500 2020-09-11 19:48:00,756 - mmaction - INFO - Epoch [54][460/627] lr: 6.000e-02, eta: 18:56:50, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5186, top5_acc: 0.7451, loss_cls: 2.1268, loss: 2.1268, grad_norm: 2.3853 2020-09-11 19:48:22,966 - mmaction - INFO - Epoch [54][480/627] lr: 6.000e-02, eta: 18:56:26, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.5202, top5_acc: 0.7533, loss_cls: 2.0839, loss: 2.0839, grad_norm: 2.3931 2020-09-11 19:48:45,216 - mmaction - INFO - Epoch [54][500/627] lr: 6.000e-02, eta: 18:56:03, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5212, top5_acc: 0.7435, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.3652 2020-09-11 19:49:07,446 - mmaction - INFO - Epoch [54][520/627] lr: 6.000e-02, eta: 18:55:40, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.5194, top5_acc: 0.7473, loss_cls: 2.1027, loss: 2.1027, grad_norm: 2.3423 2020-09-11 19:49:29,768 - mmaction - INFO - Epoch [54][540/627] lr: 6.000e-02, eta: 18:55:17, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5281, top5_acc: 0.7523, loss_cls: 2.0469, loss: 2.0469, grad_norm: 2.3027 2020-09-11 19:49:52,077 - mmaction - INFO - Epoch [54][560/627] lr: 6.000e-02, eta: 18:54:54, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7509, loss_cls: 2.1030, loss: 2.1030, grad_norm: 2.3453 2020-09-11 19:50:14,345 - mmaction - INFO - Epoch [54][580/627] lr: 6.000e-02, eta: 18:54:30, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7384, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.3606 2020-09-11 19:50:36,677 - mmaction - INFO - Epoch [54][600/627] lr: 6.000e-02, eta: 18:54:07, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5217, top5_acc: 0.7479, loss_cls: 2.0932, loss: 2.0932, grad_norm: 2.3311 2020-09-11 19:50:58,917 - mmaction - INFO - Epoch [54][620/627] lr: 6.000e-02, eta: 18:53:44, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5150, top5_acc: 0.7461, loss_cls: 2.0944, loss: 2.0944, grad_norm: 2.3515 2020-09-11 19:51:39,411 - mmaction - INFO - Epoch [55][20/627] lr: 6.000e-02, eta: 18:53:20, time: 1.710, data_time: 0.511, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7513, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.3474 2020-09-11 19:52:01,608 - mmaction - INFO - Epoch [55][40/627] lr: 6.000e-02, eta: 18:52:57, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5271, top5_acc: 0.7551, loss_cls: 2.0568, loss: 2.0568, grad_norm: 2.3227 2020-09-11 19:52:23,904 - mmaction - INFO - Epoch [55][60/627] lr: 6.000e-02, eta: 18:52:34, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5314, top5_acc: 0.7531, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.3322 2020-09-11 19:52:46,066 - mmaction - INFO - Epoch [55][80/627] lr: 6.000e-02, eta: 18:52:10, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7507, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.3400 2020-09-11 19:53:08,478 - mmaction - INFO - Epoch [55][100/627] lr: 6.000e-02, eta: 18:51:47, time: 1.123, data_time: 0.008, memory: 8471, top1_acc: 0.5220, top5_acc: 0.7464, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.3266 2020-09-11 19:53:30,688 - mmaction - INFO - Epoch [55][120/627] lr: 6.000e-02, eta: 18:51:24, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5181, top5_acc: 0.7464, loss_cls: 2.1095, loss: 2.1095, grad_norm: 2.3775 2020-09-11 19:53:52,949 - mmaction - INFO - Epoch [55][140/627] lr: 6.000e-02, eta: 18:51:01, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7464, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.3222 2020-09-11 19:54:15,282 - mmaction - INFO - Epoch [55][160/627] lr: 6.000e-02, eta: 18:50:38, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5184, top5_acc: 0.7582, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.3370 2020-09-11 19:54:37,624 - mmaction - INFO - Epoch [55][180/627] lr: 6.000e-02, eta: 18:50:15, time: 1.126, data_time: 0.013, memory: 8471, top1_acc: 0.5160, top5_acc: 0.7466, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.3722 2020-09-11 19:54:59,887 - mmaction - INFO - Epoch [55][200/627] lr: 6.000e-02, eta: 18:49:51, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5190, top5_acc: 0.7454, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.3370 2020-09-11 19:55:22,184 - mmaction - INFO - Epoch [55][220/627] lr: 6.000e-02, eta: 18:49:28, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7427, loss_cls: 2.1431, loss: 2.1431, grad_norm: 2.3537 2020-09-11 19:55:44,381 - mmaction - INFO - Epoch [55][240/627] lr: 6.000e-02, eta: 18:49:05, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.5223, top5_acc: 0.7510, loss_cls: 2.0897, loss: 2.0897, grad_norm: 2.3665 2020-09-11 19:56:06,587 - mmaction - INFO - Epoch [55][260/627] lr: 6.000e-02, eta: 18:48:42, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5185, top5_acc: 0.7484, loss_cls: 2.1011, loss: 2.1011, grad_norm: 2.3432 2020-09-11 19:56:28,899 - mmaction - INFO - Epoch [55][280/627] lr: 6.000e-02, eta: 18:48:19, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5203, top5_acc: 0.7382, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.3732 2020-09-11 19:56:51,238 - mmaction - INFO - Epoch [55][300/627] lr: 6.000e-02, eta: 18:47:55, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5236, top5_acc: 0.7491, loss_cls: 2.0883, loss: 2.0883, grad_norm: 2.3731 2020-09-11 19:57:13,509 - mmaction - INFO - Epoch [55][320/627] lr: 6.000e-02, eta: 18:47:32, time: 1.121, data_time: 0.017, memory: 8471, top1_acc: 0.5267, top5_acc: 0.7517, loss_cls: 2.0635, loss: 2.0635, grad_norm: 2.3795 2020-09-11 19:57:35,785 - mmaction - INFO - Epoch [55][340/627] lr: 6.000e-02, eta: 18:47:09, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5221, top5_acc: 0.7508, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.3367 2020-09-11 19:57:57,985 - mmaction - INFO - Epoch [55][360/627] lr: 6.000e-02, eta: 18:46:46, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5198, top5_acc: 0.7479, loss_cls: 2.0892, loss: 2.0892, grad_norm: 2.3779 2020-09-11 19:58:20,257 - mmaction - INFO - Epoch [55][380/627] lr: 6.000e-02, eta: 18:46:23, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.3576 2020-09-11 19:58:42,572 - mmaction - INFO - Epoch [55][400/627] lr: 6.000e-02, eta: 18:46:00, time: 1.119, data_time: 0.017, memory: 8471, top1_acc: 0.5270, top5_acc: 0.7492, loss_cls: 2.0770, loss: 2.0770, grad_norm: 2.3748 2020-09-11 19:59:04,761 - mmaction - INFO - Epoch [55][420/627] lr: 6.000e-02, eta: 18:45:36, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.5177, top5_acc: 0.7419, loss_cls: 2.1075, loss: 2.1075, grad_norm: 2.3804 2020-09-11 19:59:27,143 - mmaction - INFO - Epoch [55][440/627] lr: 6.000e-02, eta: 18:45:13, time: 1.123, data_time: 0.012, memory: 8471, top1_acc: 0.5147, top5_acc: 0.7445, loss_cls: 2.1407, loss: 2.1407, grad_norm: 2.3655 2020-09-11 19:59:49,371 - mmaction - INFO - Epoch [55][460/627] lr: 6.000e-02, eta: 18:44:50, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5223, top5_acc: 0.7510, loss_cls: 2.1032, loss: 2.1032, grad_norm: 2.3510 2020-09-11 20:00:11,657 - mmaction - INFO - Epoch [55][480/627] lr: 6.000e-02, eta: 18:44:27, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5195, top5_acc: 0.7456, loss_cls: 2.1167, loss: 2.1167, grad_norm: 2.3619 2020-09-11 20:00:33,945 - mmaction - INFO - Epoch [55][500/627] lr: 6.000e-02, eta: 18:44:04, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5238, top5_acc: 0.7475, loss_cls: 2.0985, loss: 2.0985, grad_norm: 2.3557 2020-09-11 20:00:56,133 - mmaction - INFO - Epoch [55][520/627] lr: 6.000e-02, eta: 18:43:41, time: 1.112, data_time: 0.014, memory: 8471, top1_acc: 0.5151, top5_acc: 0.7456, loss_cls: 2.1290, loss: 2.1290, grad_norm: 2.3765 2020-09-11 20:01:18,406 - mmaction - INFO - Epoch [55][540/627] lr: 6.000e-02, eta: 18:43:18, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5276, top5_acc: 0.7547, loss_cls: 2.0722, loss: 2.0722, grad_norm: 2.3196 2020-09-11 20:01:40,590 - mmaction - INFO - Epoch [55][560/627] lr: 6.000e-02, eta: 18:42:54, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.5164, top5_acc: 0.7457, loss_cls: 2.1116, loss: 2.1116, grad_norm: 2.3574 2020-09-11 20:02:02,928 - mmaction - INFO - Epoch [55][580/627] lr: 6.000e-02, eta: 18:42:31, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.5228, top5_acc: 0.7451, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.3384 2020-09-11 20:02:25,211 - mmaction - INFO - Epoch [55][600/627] lr: 6.000e-02, eta: 18:42:08, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5182, top5_acc: 0.7495, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.3577 2020-09-11 20:02:47,370 - mmaction - INFO - Epoch [55][620/627] lr: 6.000e-02, eta: 18:41:45, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5155, top5_acc: 0.7487, loss_cls: 2.0962, loss: 2.0962, grad_norm: 2.3828 2020-09-11 20:03:04,168 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-09-11 20:03:54,868 - mmaction - INFO - Epoch [56][20/627] lr: 6.000e-02, eta: 18:41:47, time: 2.463, data_time: 1.273, memory: 8471, top1_acc: 0.5198, top5_acc: 0.7391, loss_cls: 2.1166, loss: 2.1166, grad_norm: 2.3287 2020-09-11 20:04:17,000 - mmaction - INFO - Epoch [56][40/627] lr: 6.000e-02, eta: 18:41:23, time: 1.105, data_time: 0.009, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7546, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.3387 2020-09-11 20:04:39,291 - mmaction - INFO - Epoch [56][60/627] lr: 6.000e-02, eta: 18:41:00, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7529, loss_cls: 2.0630, loss: 2.0630, grad_norm: 2.3606 2020-09-11 20:05:01,512 - mmaction - INFO - Epoch [56][80/627] lr: 6.000e-02, eta: 18:40:37, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5309, top5_acc: 0.7533, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.3032 2020-09-11 20:05:23,753 - mmaction - INFO - Epoch [56][100/627] lr: 6.000e-02, eta: 18:40:13, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5385, top5_acc: 0.7564, loss_cls: 2.0252, loss: 2.0252, grad_norm: 2.3383 2020-09-11 20:05:45,957 - mmaction - INFO - Epoch [56][120/627] lr: 6.000e-02, eta: 18:39:50, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.5290, top5_acc: 0.7563, loss_cls: 2.0628, loss: 2.0628, grad_norm: 2.3504 2020-09-11 20:06:08,137 - mmaction - INFO - Epoch [56][140/627] lr: 6.000e-02, eta: 18:39:27, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1209, loss: 2.1209, grad_norm: 2.4201 2020-09-11 20:06:30,349 - mmaction - INFO - Epoch [56][160/627] lr: 6.000e-02, eta: 18:39:03, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.5126, top5_acc: 0.7376, loss_cls: 2.1372, loss: 2.1372, grad_norm: 2.3235 2020-09-11 20:06:52,648 - mmaction - INFO - Epoch [56][180/627] lr: 6.000e-02, eta: 18:38:40, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.5359, top5_acc: 0.7530, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.3374 2020-09-11 20:07:14,818 - mmaction - INFO - Epoch [56][200/627] lr: 6.000e-02, eta: 18:38:17, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5273, top5_acc: 0.7501, loss_cls: 2.0552, loss: 2.0552, grad_norm: 2.3447 2020-09-11 20:07:37,013 - mmaction - INFO - Epoch [56][220/627] lr: 6.000e-02, eta: 18:37:54, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.5224, top5_acc: 0.7504, loss_cls: 2.0687, loss: 2.0687, grad_norm: 2.3294 2020-09-11 20:07:59,328 - mmaction - INFO - Epoch [56][240/627] lr: 6.000e-02, eta: 18:37:31, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5184, top5_acc: 0.7521, loss_cls: 2.0913, loss: 2.0913, grad_norm: 2.4049 2020-09-11 20:08:21,554 - mmaction - INFO - Epoch [56][260/627] lr: 6.000e-02, eta: 18:37:07, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5206, top5_acc: 0.7509, loss_cls: 2.0935, loss: 2.0935, grad_norm: 2.3458 2020-09-11 20:08:43,853 - mmaction - INFO - Epoch [56][280/627] lr: 6.000e-02, eta: 18:36:44, time: 1.114, data_time: 0.023, memory: 8471, top1_acc: 0.5159, top5_acc: 0.7417, loss_cls: 2.1329, loss: 2.1329, grad_norm: 2.3579 2020-09-11 20:09:06,204 - mmaction - INFO - Epoch [56][300/627] lr: 6.000e-02, eta: 18:36:21, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.5238, top5_acc: 0.7477, loss_cls: 2.0753, loss: 2.0753, grad_norm: 2.3526 2020-09-11 20:09:28,416 - mmaction - INFO - Epoch [56][320/627] lr: 6.000e-02, eta: 18:35:58, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5211, top5_acc: 0.7501, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.3501 2020-09-11 20:09:50,593 - mmaction - INFO - Epoch [56][340/627] lr: 6.000e-02, eta: 18:35:35, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5167, top5_acc: 0.7383, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.4100 2020-09-11 20:10:12,853 - mmaction - INFO - Epoch [56][360/627] lr: 6.000e-02, eta: 18:35:11, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5250, top5_acc: 0.7579, loss_cls: 2.0650, loss: 2.0650, grad_norm: 2.3631 2020-09-11 20:10:35,017 - mmaction - INFO - Epoch [56][380/627] lr: 6.000e-02, eta: 18:34:48, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.5199, top5_acc: 0.7454, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.3949 2020-09-11 20:10:57,289 - mmaction - INFO - Epoch [56][400/627] lr: 6.000e-02, eta: 18:34:25, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5320, top5_acc: 0.7512, loss_cls: 2.0581, loss: 2.0581, grad_norm: 2.3322 2020-09-11 20:11:19,531 - mmaction - INFO - Epoch [56][420/627] lr: 6.000e-02, eta: 18:34:02, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7621, loss_cls: 2.0339, loss: 2.0339, grad_norm: 2.2975 2020-09-11 20:11:41,805 - mmaction - INFO - Epoch [56][440/627] lr: 6.000e-02, eta: 18:33:38, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5225, top5_acc: 0.7527, loss_cls: 2.0716, loss: 2.0716, grad_norm: 2.3878 2020-09-11 20:12:04,066 - mmaction - INFO - Epoch [56][460/627] lr: 6.000e-02, eta: 18:33:15, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.5245, top5_acc: 0.7531, loss_cls: 2.0946, loss: 2.0946, grad_norm: 2.3811 2020-09-11 20:12:26,401 - mmaction - INFO - Epoch [56][480/627] lr: 6.000e-02, eta: 18:32:52, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.5095, top5_acc: 0.7422, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.3584 2020-09-11 20:12:48,718 - mmaction - INFO - Epoch [56][500/627] lr: 6.000e-02, eta: 18:32:29, time: 1.126, data_time: 0.016, memory: 8471, top1_acc: 0.5331, top5_acc: 0.7598, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.3597 2020-09-11 20:13:11,035 - mmaction - INFO - Epoch [56][520/627] lr: 6.000e-02, eta: 18:32:06, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5228, top5_acc: 0.7458, loss_cls: 2.0937, loss: 2.0937, grad_norm: 2.3538 2020-09-11 20:13:33,289 - mmaction - INFO - Epoch [56][540/627] lr: 6.000e-02, eta: 18:31:43, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5193, top5_acc: 0.7492, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.3605 2020-09-11 20:13:55,549 - mmaction - INFO - Epoch [56][560/627] lr: 6.000e-02, eta: 18:31:20, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5223, top5_acc: 0.7464, loss_cls: 2.1077, loss: 2.1077, grad_norm: 2.3468 2020-09-11 20:14:17,807 - mmaction - INFO - Epoch [56][580/627] lr: 6.000e-02, eta: 18:30:57, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7467, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.3526 2020-09-11 20:14:40,109 - mmaction - INFO - Epoch [56][600/627] lr: 6.000e-02, eta: 18:30:34, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7578, loss_cls: 2.0712, loss: 2.0712, grad_norm: 2.3563 2020-09-11 20:15:02,341 - mmaction - INFO - Epoch [56][620/627] lr: 6.000e-02, eta: 18:30:10, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5243, top5_acc: 0.7484, loss_cls: 2.0790, loss: 2.0790, grad_norm: 2.3374 2020-09-11 20:15:42,550 - mmaction - INFO - Epoch [57][20/627] lr: 6.000e-02, eta: 18:29:45, time: 1.698, data_time: 0.556, memory: 8471, top1_acc: 0.5354, top5_acc: 0.7655, loss_cls: 1.9927, loss: 1.9927, grad_norm: 2.3523 2020-09-11 20:16:04,843 - mmaction - INFO - Epoch [57][40/627] lr: 6.000e-02, eta: 18:29:22, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.5367, top5_acc: 0.7586, loss_cls: 2.0396, loss: 2.0396, grad_norm: 2.3211 2020-09-11 20:16:27,010 - mmaction - INFO - Epoch [57][60/627] lr: 6.000e-02, eta: 18:28:59, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5242, top5_acc: 0.7518, loss_cls: 2.0844, loss: 2.0844, grad_norm: 2.3537 2020-09-11 20:16:49,128 - mmaction - INFO - Epoch [57][80/627] lr: 6.000e-02, eta: 18:28:36, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.5303, top5_acc: 0.7552, loss_cls: 2.0787, loss: 2.0787, grad_norm: 2.3564 2020-09-11 20:17:11,343 - mmaction - INFO - Epoch [57][100/627] lr: 6.000e-02, eta: 18:28:12, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5243, top5_acc: 0.7461, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.3785 2020-09-11 20:17:33,632 - mmaction - INFO - Epoch [57][120/627] lr: 6.000e-02, eta: 18:27:49, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5335, top5_acc: 0.7525, loss_cls: 2.0385, loss: 2.0385, grad_norm: 2.3560 2020-09-11 20:17:55,867 - mmaction - INFO - Epoch [57][140/627] lr: 6.000e-02, eta: 18:27:26, time: 1.105, data_time: 0.015, memory: 8471, top1_acc: 0.5197, top5_acc: 0.7451, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.3912 2020-09-11 20:18:18,097 - mmaction - INFO - Epoch [57][160/627] lr: 6.000e-02, eta: 18:27:03, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.5223, top5_acc: 0.7529, loss_cls: 2.0783, loss: 2.0783, grad_norm: 2.4102 2020-09-11 20:18:40,358 - mmaction - INFO - Epoch [57][180/627] lr: 6.000e-02, eta: 18:26:40, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5217, top5_acc: 0.7527, loss_cls: 2.0802, loss: 2.0802, grad_norm: 2.3859 2020-09-11 20:19:02,612 - mmaction - INFO - Epoch [57][200/627] lr: 6.000e-02, eta: 18:26:16, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5259, top5_acc: 0.7536, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.3583 2020-09-11 20:19:24,947 - mmaction - INFO - Epoch [57][220/627] lr: 6.000e-02, eta: 18:25:53, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7493, loss_cls: 2.0702, loss: 2.0702, grad_norm: 2.3639 2020-09-11 20:19:47,256 - mmaction - INFO - Epoch [57][240/627] lr: 6.000e-02, eta: 18:25:30, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5225, top5_acc: 0.7529, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.3724 2020-09-11 20:20:09,548 - mmaction - INFO - Epoch [57][260/627] lr: 6.000e-02, eta: 18:25:07, time: 1.115, data_time: 0.016, memory: 8471, top1_acc: 0.5214, top5_acc: 0.7551, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.3758 2020-09-11 20:20:31,830 - mmaction - INFO - Epoch [57][280/627] lr: 6.000e-02, eta: 18:24:44, time: 1.117, data_time: 0.016, memory: 8471, top1_acc: 0.5326, top5_acc: 0.7594, loss_cls: 2.0372, loss: 2.0372, grad_norm: 2.3251 2020-09-11 20:20:54,120 - mmaction - INFO - Epoch [57][300/627] lr: 6.000e-02, eta: 18:24:21, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.5224, top5_acc: 0.7469, loss_cls: 2.0878, loss: 2.0878, grad_norm: 2.3706 2020-09-11 20:21:16,518 - mmaction - INFO - Epoch [57][320/627] lr: 6.000e-02, eta: 18:23:58, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5268, top5_acc: 0.7543, loss_cls: 2.0560, loss: 2.0560, grad_norm: 2.3352 2020-09-11 20:21:38,755 - mmaction - INFO - Epoch [57][340/627] lr: 6.000e-02, eta: 18:23:35, time: 1.115, data_time: 0.016, memory: 8471, top1_acc: 0.5301, top5_acc: 0.7499, loss_cls: 2.0664, loss: 2.0664, grad_norm: 2.3513 2020-09-11 20:22:01,036 - mmaction - INFO - Epoch [57][360/627] lr: 6.000e-02, eta: 18:23:12, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.5150, top5_acc: 0.7522, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.3745 2020-09-11 20:22:23,350 - mmaction - INFO - Epoch [57][380/627] lr: 6.000e-02, eta: 18:22:48, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5388, top5_acc: 0.7592, loss_cls: 2.0164, loss: 2.0164, grad_norm: 2.3142 2020-09-11 20:22:45,598 - mmaction - INFO - Epoch [57][400/627] lr: 6.000e-02, eta: 18:22:25, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5224, top5_acc: 0.7513, loss_cls: 2.0966, loss: 2.0966, grad_norm: 2.3835 2020-09-11 20:23:07,780 - mmaction - INFO - Epoch [57][420/627] lr: 6.000e-02, eta: 18:22:02, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.5134, top5_acc: 0.7380, loss_cls: 2.1593, loss: 2.1593, grad_norm: 2.3562 2020-09-11 20:23:29,978 - mmaction - INFO - Epoch [57][440/627] lr: 6.000e-02, eta: 18:21:39, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5229, top5_acc: 0.7441, loss_cls: 2.1043, loss: 2.1043, grad_norm: 2.3586 2020-09-11 20:23:52,211 - mmaction - INFO - Epoch [57][460/627] lr: 6.000e-02, eta: 18:21:16, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5185, top5_acc: 0.7471, loss_cls: 2.0923, loss: 2.0923, grad_norm: 2.3530 2020-09-11 20:24:14,457 - mmaction - INFO - Epoch [57][480/627] lr: 6.000e-02, eta: 18:20:52, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5193, top5_acc: 0.7491, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.3600 2020-09-11 20:24:36,651 - mmaction - INFO - Epoch [57][500/627] lr: 6.000e-02, eta: 18:20:29, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5208, top5_acc: 0.7473, loss_cls: 2.0883, loss: 2.0883, grad_norm: 2.3786 2020-09-11 20:24:58,905 - mmaction - INFO - Epoch [57][520/627] lr: 6.000e-02, eta: 18:20:06, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5187, top5_acc: 0.7479, loss_cls: 2.0980, loss: 2.0980, grad_norm: 2.3656 2020-09-11 20:25:21,073 - mmaction - INFO - Epoch [57][540/627] lr: 6.000e-02, eta: 18:19:43, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5223, top5_acc: 0.7559, loss_cls: 2.0761, loss: 2.0761, grad_norm: 2.3299 2020-09-11 20:25:43,454 - mmaction - INFO - Epoch [57][560/627] lr: 6.000e-02, eta: 18:19:20, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5112, top5_acc: 0.7443, loss_cls: 2.1236, loss: 2.1236, grad_norm: 2.3413 2020-09-11 20:26:05,584 - mmaction - INFO - Epoch [57][580/627] lr: 6.000e-02, eta: 18:18:56, time: 1.102, data_time: 0.010, memory: 8471, top1_acc: 0.5181, top5_acc: 0.7398, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.3529 2020-09-11 20:26:27,894 - mmaction - INFO - Epoch [57][600/627] lr: 6.000e-02, eta: 18:18:33, time: 1.126, data_time: 0.013, memory: 8471, top1_acc: 0.5168, top5_acc: 0.7389, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.3751 2020-09-11 20:26:50,174 - mmaction - INFO - Epoch [57][620/627] lr: 6.000e-02, eta: 18:18:10, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5214, top5_acc: 0.7500, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.3558 2020-09-11 20:27:30,493 - mmaction - INFO - Epoch [58][20/627] lr: 6.000e-02, eta: 18:17:45, time: 1.701, data_time: 0.502, memory: 8471, top1_acc: 0.5309, top5_acc: 0.7591, loss_cls: 2.0476, loss: 2.0476, grad_norm: 2.3932 2020-09-11 20:27:52,677 - mmaction - INFO - Epoch [58][40/627] lr: 6.000e-02, eta: 18:17:22, time: 1.110, data_time: 0.013, memory: 8471, top1_acc: 0.5171, top5_acc: 0.7441, loss_cls: 2.1141, loss: 2.1141, grad_norm: 2.3697 2020-09-11 20:28:15,053 - mmaction - INFO - Epoch [58][60/627] lr: 6.000e-02, eta: 18:16:59, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5206, top5_acc: 0.7475, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.3656 2020-09-11 20:28:37,155 - mmaction - INFO - Epoch [58][80/627] lr: 6.000e-02, eta: 18:16:36, time: 1.105, data_time: 0.015, memory: 8471, top1_acc: 0.5306, top5_acc: 0.7487, loss_cls: 2.0514, loss: 2.0514, grad_norm: 2.3101 2020-09-11 20:28:59,382 - mmaction - INFO - Epoch [58][100/627] lr: 6.000e-02, eta: 18:16:13, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.5271, top5_acc: 0.7559, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.3968 2020-09-11 20:29:21,664 - mmaction - INFO - Epoch [58][120/627] lr: 6.000e-02, eta: 18:15:50, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5225, top5_acc: 0.7477, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.3533 2020-09-11 20:29:43,872 - mmaction - INFO - Epoch [58][140/627] lr: 6.000e-02, eta: 18:15:26, time: 1.109, data_time: 0.016, memory: 8471, top1_acc: 0.5358, top5_acc: 0.7552, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.3806 2020-09-11 20:30:06,232 - mmaction - INFO - Epoch [58][160/627] lr: 6.000e-02, eta: 18:15:03, time: 1.119, data_time: 0.005, memory: 8471, top1_acc: 0.5121, top5_acc: 0.7435, loss_cls: 2.1364, loss: 2.1364, grad_norm: 2.4241 2020-09-11 20:30:28,594 - mmaction - INFO - Epoch [58][180/627] lr: 6.000e-02, eta: 18:14:40, time: 1.119, data_time: 0.005, memory: 8471, top1_acc: 0.5191, top5_acc: 0.7493, loss_cls: 2.0690, loss: 2.0690, grad_norm: 2.3613 2020-09-11 20:30:50,892 - mmaction - INFO - Epoch [58][200/627] lr: 6.000e-02, eta: 18:14:17, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5290, top5_acc: 0.7523, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.3724 2020-09-11 20:31:13,118 - mmaction - INFO - Epoch [58][220/627] lr: 6.000e-02, eta: 18:13:54, time: 1.107, data_time: 0.010, memory: 8471, top1_acc: 0.5245, top5_acc: 0.7509, loss_cls: 2.0847, loss: 2.0847, grad_norm: 2.3739 2020-09-11 20:31:35,419 - mmaction - INFO - Epoch [58][240/627] lr: 6.000e-02, eta: 18:13:31, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.5288, top5_acc: 0.7577, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.3410 2020-09-11 20:31:57,737 - mmaction - INFO - Epoch [58][260/627] lr: 6.000e-02, eta: 18:13:08, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7553, loss_cls: 2.0603, loss: 2.0603, grad_norm: 2.3692 2020-09-11 20:32:19,979 - mmaction - INFO - Epoch [58][280/627] lr: 6.000e-02, eta: 18:12:45, time: 1.119, data_time: 0.017, memory: 8471, top1_acc: 0.5163, top5_acc: 0.7458, loss_cls: 2.1131, loss: 2.1131, grad_norm: 2.3771 2020-09-11 20:32:42,263 - mmaction - INFO - Epoch [58][300/627] lr: 6.000e-02, eta: 18:12:22, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5232, top5_acc: 0.7503, loss_cls: 2.0701, loss: 2.0701, grad_norm: 2.3527 2020-09-11 20:33:04,495 - mmaction - INFO - Epoch [58][320/627] lr: 6.000e-02, eta: 18:11:59, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7520, loss_cls: 2.0761, loss: 2.0761, grad_norm: 2.3630 2020-09-11 20:33:26,672 - mmaction - INFO - Epoch [58][340/627] lr: 6.000e-02, eta: 18:11:35, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.5258, top5_acc: 0.7553, loss_cls: 2.0339, loss: 2.0339, grad_norm: 2.3349 2020-09-11 20:33:48,884 - mmaction - INFO - Epoch [58][360/627] lr: 6.000e-02, eta: 18:11:12, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7582, loss_cls: 2.0489, loss: 2.0489, grad_norm: 2.3237 2020-09-11 20:34:11,114 - mmaction - INFO - Epoch [58][380/627] lr: 6.000e-02, eta: 18:10:49, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5253, top5_acc: 0.7542, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.3662 2020-09-11 20:34:33,402 - mmaction - INFO - Epoch [58][400/627] lr: 6.000e-02, eta: 18:10:26, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5199, top5_acc: 0.7479, loss_cls: 2.0748, loss: 2.0748, grad_norm: 2.3616 2020-09-11 20:34:55,739 - mmaction - INFO - Epoch [58][420/627] lr: 6.000e-02, eta: 18:10:03, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5214, top5_acc: 0.7426, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.3857 2020-09-11 20:35:17,927 - mmaction - INFO - Epoch [58][440/627] lr: 6.000e-02, eta: 18:09:39, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5220, top5_acc: 0.7526, loss_cls: 2.0858, loss: 2.0858, grad_norm: 2.4093 2020-09-11 20:35:40,238 - mmaction - INFO - Epoch [58][460/627] lr: 6.000e-02, eta: 18:09:16, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5216, top5_acc: 0.7475, loss_cls: 2.0763, loss: 2.0763, grad_norm: 2.3625 2020-09-11 20:36:02,464 - mmaction - INFO - Epoch [58][480/627] lr: 6.000e-02, eta: 18:08:53, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.5241, top5_acc: 0.7464, loss_cls: 2.0935, loss: 2.0935, grad_norm: 2.3568 2020-09-11 20:36:24,728 - mmaction - INFO - Epoch [58][500/627] lr: 6.000e-02, eta: 18:08:30, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.5258, top5_acc: 0.7564, loss_cls: 2.0652, loss: 2.0652, grad_norm: 2.3862 2020-09-11 20:36:46,852 - mmaction - INFO - Epoch [58][520/627] lr: 6.000e-02, eta: 18:08:07, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7483, loss_cls: 2.0834, loss: 2.0834, grad_norm: 2.3426 2020-09-11 20:37:09,087 - mmaction - INFO - Epoch [58][540/627] lr: 6.000e-02, eta: 18:07:44, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5217, top5_acc: 0.7491, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.3589 2020-09-11 20:37:31,365 - mmaction - INFO - Epoch [58][560/627] lr: 6.000e-02, eta: 18:07:20, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5270, top5_acc: 0.7510, loss_cls: 2.0844, loss: 2.0844, grad_norm: 2.3685 2020-09-11 20:37:53,650 - mmaction - INFO - Epoch [58][580/627] lr: 6.000e-02, eta: 18:06:57, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.5172, top5_acc: 0.7400, loss_cls: 2.1037, loss: 2.1037, grad_norm: 2.3389 2020-09-11 20:38:15,904 - mmaction - INFO - Epoch [58][600/627] lr: 6.000e-02, eta: 18:06:34, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.5195, top5_acc: 0.7440, loss_cls: 2.1150, loss: 2.1150, grad_norm: 2.3554 2020-09-11 20:38:38,280 - mmaction - INFO - Epoch [58][620/627] lr: 6.000e-02, eta: 18:06:11, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5286, top5_acc: 0.7477, loss_cls: 2.0761, loss: 2.0761, grad_norm: 2.3093 2020-09-11 20:39:18,580 - mmaction - INFO - Epoch [59][20/627] lr: 6.000e-02, eta: 18:05:46, time: 1.700, data_time: 0.561, memory: 8471, top1_acc: 0.5249, top5_acc: 0.7488, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.3613 2020-09-11 20:39:40,973 - mmaction - INFO - Epoch [59][40/627] lr: 6.000e-02, eta: 18:05:24, time: 1.123, data_time: 0.013, memory: 8471, top1_acc: 0.5238, top5_acc: 0.7579, loss_cls: 2.0605, loss: 2.0605, grad_norm: 2.3717 2020-09-11 20:40:03,239 - mmaction - INFO - Epoch [59][60/627] lr: 6.000e-02, eta: 18:05:00, time: 1.104, data_time: 0.008, memory: 8471, top1_acc: 0.5229, top5_acc: 0.7470, loss_cls: 2.0871, loss: 2.0871, grad_norm: 2.3662 2020-09-11 20:40:25,591 - mmaction - INFO - Epoch [59][80/627] lr: 6.000e-02, eta: 18:04:37, time: 1.124, data_time: 0.015, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7604, loss_cls: 2.0335, loss: 2.0335, grad_norm: 2.3645 2020-09-11 20:40:47,833 - mmaction - INFO - Epoch [59][100/627] lr: 6.000e-02, eta: 18:04:14, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7530, loss_cls: 2.0469, loss: 2.0469, grad_norm: 2.3635 2020-09-11 20:41:10,034 - mmaction - INFO - Epoch [59][120/627] lr: 6.000e-02, eta: 18:03:51, time: 1.101, data_time: 0.008, memory: 8471, top1_acc: 0.5323, top5_acc: 0.7560, loss_cls: 2.0391, loss: 2.0391, grad_norm: 2.3685 2020-09-11 20:41:32,332 - mmaction - INFO - Epoch [59][140/627] lr: 6.000e-02, eta: 18:03:28, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.5194, top5_acc: 0.7413, loss_cls: 2.1150, loss: 2.1150, grad_norm: 2.4296 2020-09-11 20:41:54,551 - mmaction - INFO - Epoch [59][160/627] lr: 6.000e-02, eta: 18:03:05, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5267, top5_acc: 0.7503, loss_cls: 2.0682, loss: 2.0682, grad_norm: 2.3696 2020-09-11 20:42:16,755 - mmaction - INFO - Epoch [59][180/627] lr: 6.000e-02, eta: 18:02:42, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7514, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.3513 2020-09-11 20:42:39,016 - mmaction - INFO - Epoch [59][200/627] lr: 6.000e-02, eta: 18:02:19, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5297, top5_acc: 0.7608, loss_cls: 2.0379, loss: 2.0379, grad_norm: 2.3983 2020-09-11 20:43:01,364 - mmaction - INFO - Epoch [59][220/627] lr: 6.000e-02, eta: 18:01:55, time: 1.114, data_time: 0.003, memory: 8471, top1_acc: 0.5314, top5_acc: 0.7599, loss_cls: 2.0372, loss: 2.0372, grad_norm: 2.3579 2020-09-11 20:43:23,613 - mmaction - INFO - Epoch [59][240/627] lr: 6.000e-02, eta: 18:01:32, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5163, top5_acc: 0.7516, loss_cls: 2.1080, loss: 2.1080, grad_norm: 2.4157 2020-09-11 20:43:45,844 - mmaction - INFO - Epoch [59][260/627] lr: 6.000e-02, eta: 18:01:09, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.5255, top5_acc: 0.7522, loss_cls: 2.0683, loss: 2.0683, grad_norm: 2.3777 2020-09-11 20:44:08,116 - mmaction - INFO - Epoch [59][280/627] lr: 6.000e-02, eta: 18:00:46, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5098, top5_acc: 0.7444, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.3449 2020-09-11 20:44:30,361 - mmaction - INFO - Epoch [59][300/627] lr: 6.000e-02, eta: 18:00:23, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5275, top5_acc: 0.7529, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.3316 2020-09-11 20:44:52,579 - mmaction - INFO - Epoch [59][320/627] lr: 6.000e-02, eta: 18:00:00, time: 1.108, data_time: 0.017, memory: 8471, top1_acc: 0.5307, top5_acc: 0.7516, loss_cls: 2.0722, loss: 2.0722, grad_norm: 2.3954 2020-09-11 20:45:14,881 - mmaction - INFO - Epoch [59][340/627] lr: 6.000e-02, eta: 17:59:37, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7521, loss_cls: 2.0946, loss: 2.0946, grad_norm: 2.3811 2020-09-11 20:45:37,294 - mmaction - INFO - Epoch [59][360/627] lr: 6.000e-02, eta: 17:59:14, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5216, top5_acc: 0.7505, loss_cls: 2.0787, loss: 2.0787, grad_norm: 2.3939 2020-09-11 20:45:59,597 - mmaction - INFO - Epoch [59][380/627] lr: 6.000e-02, eta: 17:58:51, time: 1.120, data_time: 0.018, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7543, loss_cls: 2.0506, loss: 2.0506, grad_norm: 2.3688 2020-09-11 20:46:21,870 - mmaction - INFO - Epoch [59][400/627] lr: 6.000e-02, eta: 17:58:28, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5281, top5_acc: 0.7568, loss_cls: 2.0422, loss: 2.0422, grad_norm: 2.3636 2020-09-11 20:46:44,200 - mmaction - INFO - Epoch [59][420/627] lr: 6.000e-02, eta: 17:58:05, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.5202, top5_acc: 0.7479, loss_cls: 2.1101, loss: 2.1101, grad_norm: 2.3854 2020-09-11 20:47:06,497 - mmaction - INFO - Epoch [59][440/627] lr: 6.000e-02, eta: 17:57:42, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5251, top5_acc: 0.7569, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.4237 2020-09-11 20:47:28,680 - mmaction - INFO - Epoch [59][460/627] lr: 6.000e-02, eta: 17:57:18, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.5224, top5_acc: 0.7432, loss_cls: 2.0986, loss: 2.0986, grad_norm: 2.3846 2020-09-11 20:47:50,880 - mmaction - INFO - Epoch [59][480/627] lr: 6.000e-02, eta: 17:56:55, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5328, top5_acc: 0.7536, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.3160 2020-09-11 20:48:13,200 - mmaction - INFO - Epoch [59][500/627] lr: 6.000e-02, eta: 17:56:32, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5212, top5_acc: 0.7500, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.3847 2020-09-11 20:48:35,483 - mmaction - INFO - Epoch [59][520/627] lr: 6.000e-02, eta: 17:56:09, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5234, top5_acc: 0.7514, loss_cls: 2.0564, loss: 2.0564, grad_norm: 2.3584 2020-09-11 20:48:57,647 - mmaction - INFO - Epoch [59][540/627] lr: 6.000e-02, eta: 17:55:46, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.5212, top5_acc: 0.7427, loss_cls: 2.1101, loss: 2.1101, grad_norm: 2.3674 2020-09-11 20:49:19,928 - mmaction - INFO - Epoch [59][560/627] lr: 6.000e-02, eta: 17:55:23, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.5214, top5_acc: 0.7517, loss_cls: 2.0930, loss: 2.0930, grad_norm: 2.4085 2020-09-11 20:49:42,196 - mmaction - INFO - Epoch [59][580/627] lr: 6.000e-02, eta: 17:55:00, time: 1.119, data_time: 0.014, memory: 8471, top1_acc: 0.5195, top5_acc: 0.7466, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.4237 2020-09-11 20:50:04,485 - mmaction - INFO - Epoch [59][600/627] lr: 6.000e-02, eta: 17:54:37, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.5262, top5_acc: 0.7471, loss_cls: 2.0781, loss: 2.0781, grad_norm: 2.3079 2020-09-11 20:50:26,610 - mmaction - INFO - Epoch [59][620/627] lr: 6.000e-02, eta: 17:54:13, time: 1.104, data_time: 0.009, memory: 8471, top1_acc: 0.5185, top5_acc: 0.7466, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.3867 2020-09-11 20:51:06,551 - mmaction - INFO - Epoch [60][20/627] lr: 6.000e-02, eta: 17:53:48, time: 1.683, data_time: 0.539, memory: 8471, top1_acc: 0.5322, top5_acc: 0.7462, loss_cls: 2.0503, loss: 2.0503, grad_norm: 2.3234 2020-09-11 20:51:28,806 - mmaction - INFO - Epoch [60][40/627] lr: 6.000e-02, eta: 17:53:24, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5270, top5_acc: 0.7577, loss_cls: 2.0473, loss: 2.0473, grad_norm: 2.3835 2020-09-11 20:51:50,957 - mmaction - INFO - Epoch [60][60/627] lr: 6.000e-02, eta: 17:53:01, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.5219, top5_acc: 0.7495, loss_cls: 2.0705, loss: 2.0705, grad_norm: 2.3822 2020-09-11 20:52:13,059 - mmaction - INFO - Epoch [60][80/627] lr: 6.000e-02, eta: 17:52:38, time: 1.107, data_time: 0.012, memory: 8471, top1_acc: 0.5279, top5_acc: 0.7487, loss_cls: 2.0803, loss: 2.0803, grad_norm: 2.3914 2020-09-11 20:52:35,191 - mmaction - INFO - Epoch [60][100/627] lr: 6.000e-02, eta: 17:52:15, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5279, top5_acc: 0.7510, loss_cls: 2.0446, loss: 2.0446, grad_norm: 2.3377 2020-09-11 20:52:57,603 - mmaction - INFO - Epoch [60][120/627] lr: 6.000e-02, eta: 17:51:51, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5165, top5_acc: 0.7462, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.3864 2020-09-11 20:53:19,803 - mmaction - INFO - Epoch [60][140/627] lr: 6.000e-02, eta: 17:51:29, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.5237, top5_acc: 0.7573, loss_cls: 2.0779, loss: 2.0779, grad_norm: 2.4041 2020-09-11 20:53:42,019 - mmaction - INFO - Epoch [60][160/627] lr: 6.000e-02, eta: 17:51:05, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.5307, top5_acc: 0.7531, loss_cls: 2.0449, loss: 2.0449, grad_norm: 2.3231 2020-09-11 20:54:04,325 - mmaction - INFO - Epoch [60][180/627] lr: 6.000e-02, eta: 17:50:42, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5276, top5_acc: 0.7517, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.3664 2020-09-11 20:54:26,594 - mmaction - INFO - Epoch [60][200/627] lr: 6.000e-02, eta: 17:50:19, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7526, loss_cls: 2.0701, loss: 2.0701, grad_norm: 2.3693 2020-09-11 20:54:48,859 - mmaction - INFO - Epoch [60][220/627] lr: 6.000e-02, eta: 17:49:56, time: 1.114, data_time: 0.015, memory: 8471, top1_acc: 0.5311, top5_acc: 0.7605, loss_cls: 2.0321, loss: 2.0321, grad_norm: 2.3656 2020-09-11 20:55:11,077 - mmaction - INFO - Epoch [60][240/627] lr: 6.000e-02, eta: 17:49:33, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.5207, top5_acc: 0.7499, loss_cls: 2.0895, loss: 2.0895, grad_norm: 2.3959 2020-09-11 20:55:33,278 - mmaction - INFO - Epoch [60][260/627] lr: 6.000e-02, eta: 17:49:10, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5319, top5_acc: 0.7616, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.3878 2020-09-11 20:55:55,537 - mmaction - INFO - Epoch [60][280/627] lr: 6.000e-02, eta: 17:48:47, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5217, top5_acc: 0.7484, loss_cls: 2.0857, loss: 2.0857, grad_norm: 2.3852 2020-09-11 20:56:17,746 - mmaction - INFO - Epoch [60][300/627] lr: 6.000e-02, eta: 17:48:24, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5225, top5_acc: 0.7538, loss_cls: 2.0745, loss: 2.0745, grad_norm: 2.3444 2020-09-11 20:56:40,025 - mmaction - INFO - Epoch [60][320/627] lr: 6.000e-02, eta: 17:48:00, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5155, top5_acc: 0.7487, loss_cls: 2.0762, loss: 2.0762, grad_norm: 2.3999 2020-09-11 20:57:02,340 - mmaction - INFO - Epoch [60][340/627] lr: 6.000e-02, eta: 17:47:37, time: 1.115, data_time: 0.017, memory: 8471, top1_acc: 0.5354, top5_acc: 0.7551, loss_cls: 2.0413, loss: 2.0413, grad_norm: 2.3585 2020-09-11 20:57:24,672 - mmaction - INFO - Epoch [60][360/627] lr: 6.000e-02, eta: 17:47:15, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.5120, top5_acc: 0.7475, loss_cls: 2.1091, loss: 2.1091, grad_norm: 2.4093 2020-09-11 20:57:46,883 - mmaction - INFO - Epoch [60][380/627] lr: 6.000e-02, eta: 17:46:51, time: 1.102, data_time: 0.004, memory: 8471, top1_acc: 0.5194, top5_acc: 0.7530, loss_cls: 2.0903, loss: 2.0903, grad_norm: 2.3479 2020-09-11 20:58:09,130 - mmaction - INFO - Epoch [60][400/627] lr: 6.000e-02, eta: 17:46:28, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.5180, top5_acc: 0.7510, loss_cls: 2.1113, loss: 2.1113, grad_norm: 2.3458 2020-09-11 20:58:31,377 - mmaction - INFO - Epoch [60][420/627] lr: 6.000e-02, eta: 17:46:05, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.5238, top5_acc: 0.7555, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.3756 2020-09-11 20:58:53,673 - mmaction - INFO - Epoch [60][440/627] lr: 6.000e-02, eta: 17:45:42, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7556, loss_cls: 2.0596, loss: 2.0596, grad_norm: 2.3751 2020-09-11 20:59:15,888 - mmaction - INFO - Epoch [60][460/627] lr: 6.000e-02, eta: 17:45:19, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7471, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.3317 2020-09-11 20:59:38,136 - mmaction - INFO - Epoch [60][480/627] lr: 6.000e-02, eta: 17:44:56, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.5340, top5_acc: 0.7531, loss_cls: 2.0527, loss: 2.0527, grad_norm: 2.3437 2020-09-11 21:00:00,312 - mmaction - INFO - Epoch [60][500/627] lr: 6.000e-02, eta: 17:44:33, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5230, top5_acc: 0.7530, loss_cls: 2.0943, loss: 2.0943, grad_norm: 2.3937 2020-09-11 21:00:22,512 - mmaction - INFO - Epoch [60][520/627] lr: 6.000e-02, eta: 17:44:09, time: 1.102, data_time: 0.005, memory: 8471, top1_acc: 0.5199, top5_acc: 0.7527, loss_cls: 2.0903, loss: 2.0903, grad_norm: 2.3635 2020-09-11 21:00:44,796 - mmaction - INFO - Epoch [60][540/627] lr: 6.000e-02, eta: 17:43:46, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7486, loss_cls: 2.0837, loss: 2.0837, grad_norm: 2.3549 2020-09-11 21:01:07,098 - mmaction - INFO - Epoch [60][560/627] lr: 6.000e-02, eta: 17:43:23, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5143, top5_acc: 0.7380, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.3760 2020-09-11 21:01:29,301 - mmaction - INFO - Epoch [60][580/627] lr: 6.000e-02, eta: 17:43:00, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5151, top5_acc: 0.7389, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.3983 2020-09-11 21:01:51,580 - mmaction - INFO - Epoch [60][600/627] lr: 6.000e-02, eta: 17:42:37, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5204, top5_acc: 0.7453, loss_cls: 2.1117, loss: 2.1117, grad_norm: 2.3566 2020-09-11 21:02:13,813 - mmaction - INFO - Epoch [60][620/627] lr: 6.000e-02, eta: 17:42:14, time: 1.103, data_time: 0.011, memory: 8471, top1_acc: 0.5258, top5_acc: 0.7482, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.3522 2020-09-11 21:02:36,316 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-09-11 21:03:42,394 - mmaction - INFO - Epoch [61][20/627] lr: 6.000e-02, eta: 17:42:36, time: 3.271, data_time: 2.059, memory: 8471, top1_acc: 0.5298, top5_acc: 0.7609, loss_cls: 2.0291, loss: 2.0291, grad_norm: 2.3754 2020-09-11 21:04:04,544 - mmaction - INFO - Epoch [61][40/627] lr: 6.000e-02, eta: 17:42:12, time: 1.099, data_time: 0.006, memory: 8471, top1_acc: 0.5156, top5_acc: 0.7493, loss_cls: 2.1135, loss: 2.1135, grad_norm: 2.3938 2020-09-11 21:04:26,718 - mmaction - INFO - Epoch [61][60/627] lr: 6.000e-02, eta: 17:41:49, time: 1.116, data_time: 0.025, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7496, loss_cls: 2.0552, loss: 2.0552, grad_norm: 2.3376 2020-09-11 21:04:48,918 - mmaction - INFO - Epoch [61][80/627] lr: 6.000e-02, eta: 17:41:26, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5335, top5_acc: 0.7581, loss_cls: 2.0410, loss: 2.0410, grad_norm: 2.3380 2020-09-11 21:05:11,120 - mmaction - INFO - Epoch [61][100/627] lr: 6.000e-02, eta: 17:41:03, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.5320, top5_acc: 0.7569, loss_cls: 2.0645, loss: 2.0645, grad_norm: 2.4256 2020-09-11 21:05:33,290 - mmaction - INFO - Epoch [61][120/627] lr: 6.000e-02, eta: 17:40:40, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5262, top5_acc: 0.7548, loss_cls: 2.0597, loss: 2.0597, grad_norm: 2.3244 2020-09-11 21:05:55,684 - mmaction - INFO - Epoch [61][140/627] lr: 6.000e-02, eta: 17:40:17, time: 1.115, data_time: 0.003, memory: 8471, top1_acc: 0.5337, top5_acc: 0.7547, loss_cls: 2.0526, loss: 2.0526, grad_norm: 2.3115 2020-09-11 21:06:17,912 - mmaction - INFO - Epoch [61][160/627] lr: 6.000e-02, eta: 17:39:53, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5358, top5_acc: 0.7660, loss_cls: 1.9994, loss: 1.9994, grad_norm: 2.3454 2020-09-11 21:06:40,102 - mmaction - INFO - Epoch [61][180/627] lr: 6.000e-02, eta: 17:39:30, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5361, top5_acc: 0.7589, loss_cls: 2.0221, loss: 2.0221, grad_norm: 2.3472 2020-09-11 21:07:02,494 - mmaction - INFO - Epoch [61][200/627] lr: 6.000e-02, eta: 17:39:07, time: 1.120, data_time: 0.004, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7552, loss_cls: 2.0661, loss: 2.0661, grad_norm: 2.4369 2020-09-11 21:07:24,628 - mmaction - INFO - Epoch [61][220/627] lr: 6.000e-02, eta: 17:38:44, time: 1.095, data_time: 0.003, memory: 8471, top1_acc: 0.5275, top5_acc: 0.7576, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.3778 2020-09-11 21:07:47,038 - mmaction - INFO - Epoch [61][240/627] lr: 6.000e-02, eta: 17:38:21, time: 1.130, data_time: 0.018, memory: 8471, top1_acc: 0.5268, top5_acc: 0.7582, loss_cls: 2.0450, loss: 2.0450, grad_norm: 2.3510 2020-09-11 21:08:09,291 - mmaction - INFO - Epoch [61][260/627] lr: 6.000e-02, eta: 17:37:58, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7547, loss_cls: 2.0779, loss: 2.0779, grad_norm: 2.4060 2020-09-11 21:08:31,552 - mmaction - INFO - Epoch [61][280/627] lr: 6.000e-02, eta: 17:37:35, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5221, top5_acc: 0.7514, loss_cls: 2.0884, loss: 2.0884, grad_norm: 2.3791 2020-09-11 21:08:53,785 - mmaction - INFO - Epoch [61][300/627] lr: 6.000e-02, eta: 17:37:12, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7491, loss_cls: 2.0783, loss: 2.0783, grad_norm: 2.3703 2020-09-11 21:09:16,151 - mmaction - INFO - Epoch [61][320/627] lr: 6.000e-02, eta: 17:36:49, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.5215, top5_acc: 0.7581, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.3441 2020-09-11 21:09:38,445 - mmaction - INFO - Epoch [61][340/627] lr: 6.000e-02, eta: 17:36:26, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.5288, top5_acc: 0.7618, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.3558 2020-09-11 21:10:00,770 - mmaction - INFO - Epoch [61][360/627] lr: 6.000e-02, eta: 17:36:03, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.5216, top5_acc: 0.7565, loss_cls: 2.0716, loss: 2.0716, grad_norm: 2.3571 2020-09-11 21:10:23,042 - mmaction - INFO - Epoch [61][380/627] lr: 6.000e-02, eta: 17:35:40, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.5268, top5_acc: 0.7536, loss_cls: 2.0641, loss: 2.0641, grad_norm: 2.3537 2020-09-11 21:10:45,339 - mmaction - INFO - Epoch [61][400/627] lr: 6.000e-02, eta: 17:35:16, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5211, top5_acc: 0.7529, loss_cls: 2.0605, loss: 2.0605, grad_norm: 2.4126 2020-09-11 21:11:07,640 - mmaction - INFO - Epoch [61][420/627] lr: 6.000e-02, eta: 17:34:53, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.5293, top5_acc: 0.7522, loss_cls: 2.0599, loss: 2.0599, grad_norm: 2.3856 2020-09-11 21:11:29,887 - mmaction - INFO - Epoch [61][440/627] lr: 6.000e-02, eta: 17:34:30, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5243, top5_acc: 0.7436, loss_cls: 2.0679, loss: 2.0679, grad_norm: 2.3507 2020-09-11 21:11:52,106 - mmaction - INFO - Epoch [61][460/627] lr: 6.000e-02, eta: 17:34:07, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5184, top5_acc: 0.7520, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.3324 2020-09-11 21:12:14,461 - mmaction - INFO - Epoch [61][480/627] lr: 6.000e-02, eta: 17:33:44, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7530, loss_cls: 2.0509, loss: 2.0509, grad_norm: 2.3920 2020-09-11 21:12:36,811 - mmaction - INFO - Epoch [61][500/627] lr: 6.000e-02, eta: 17:33:21, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5258, top5_acc: 0.7490, loss_cls: 2.0720, loss: 2.0720, grad_norm: 2.3588 2020-09-11 21:12:59,042 - mmaction - INFO - Epoch [61][520/627] lr: 6.000e-02, eta: 17:32:58, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5187, top5_acc: 0.7457, loss_cls: 2.0911, loss: 2.0911, grad_norm: 2.3686 2020-09-11 21:13:21,256 - mmaction - INFO - Epoch [61][540/627] lr: 6.000e-02, eta: 17:32:35, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5237, top5_acc: 0.7507, loss_cls: 2.0712, loss: 2.0712, grad_norm: 2.3845 2020-09-11 21:13:43,609 - mmaction - INFO - Epoch [61][560/627] lr: 6.000e-02, eta: 17:32:12, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.5147, top5_acc: 0.7422, loss_cls: 2.1253, loss: 2.1253, grad_norm: 2.3628 2020-09-11 21:14:05,888 - mmaction - INFO - Epoch [61][580/627] lr: 6.000e-02, eta: 17:31:49, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5333, top5_acc: 0.7533, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.3210 2020-09-11 21:14:28,126 - mmaction - INFO - Epoch [61][600/627] lr: 6.000e-02, eta: 17:31:26, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.5228, top5_acc: 0.7443, loss_cls: 2.1151, loss: 2.1151, grad_norm: 2.4003 2020-09-11 21:14:50,391 - mmaction - INFO - Epoch [61][620/627] lr: 6.000e-02, eta: 17:31:03, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5365, top5_acc: 0.7491, loss_cls: 2.0704, loss: 2.0704, grad_norm: 2.3414 2020-09-11 21:15:30,663 - mmaction - INFO - Epoch [62][20/627] lr: 6.000e-02, eta: 17:30:37, time: 1.703, data_time: 0.524, memory: 8471, top1_acc: 0.5296, top5_acc: 0.7607, loss_cls: 2.0414, loss: 2.0414, grad_norm: 2.3870 2020-09-11 21:15:53,018 - mmaction - INFO - Epoch [62][40/627] lr: 6.000e-02, eta: 17:30:15, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.5262, top5_acc: 0.7507, loss_cls: 2.0855, loss: 2.0855, grad_norm: 2.3421 2020-09-11 21:16:15,294 - mmaction - INFO - Epoch [62][60/627] lr: 6.000e-02, eta: 17:29:51, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5276, top5_acc: 0.7561, loss_cls: 2.0307, loss: 2.0307, grad_norm: 2.3379 2020-09-11 21:16:37,490 - mmaction - INFO - Epoch [62][80/627] lr: 6.000e-02, eta: 17:29:28, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5227, top5_acc: 0.7560, loss_cls: 2.0576, loss: 2.0576, grad_norm: 2.4419 2020-09-11 21:16:59,739 - mmaction - INFO - Epoch [62][100/627] lr: 6.000e-02, eta: 17:29:05, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5303, top5_acc: 0.7531, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.4093 2020-09-11 21:17:21,932 - mmaction - INFO - Epoch [62][120/627] lr: 6.000e-02, eta: 17:28:42, time: 1.109, data_time: 0.013, memory: 8471, top1_acc: 0.5363, top5_acc: 0.7603, loss_cls: 2.0226, loss: 2.0226, grad_norm: 2.3410 2020-09-11 21:17:44,258 - mmaction - INFO - Epoch [62][140/627] lr: 6.000e-02, eta: 17:28:19, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5379, top5_acc: 0.7630, loss_cls: 2.0164, loss: 2.0164, grad_norm: 2.3569 2020-09-11 21:18:06,580 - mmaction - INFO - Epoch [62][160/627] lr: 6.000e-02, eta: 17:27:56, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7505, loss_cls: 2.0716, loss: 2.0716, grad_norm: 2.3728 2020-09-11 21:18:28,925 - mmaction - INFO - Epoch [62][180/627] lr: 6.000e-02, eta: 17:27:33, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7569, loss_cls: 2.0349, loss: 2.0349, grad_norm: 2.3610 2020-09-11 21:18:51,237 - mmaction - INFO - Epoch [62][200/627] lr: 6.000e-02, eta: 17:27:10, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5401, top5_acc: 0.7581, loss_cls: 2.0385, loss: 2.0385, grad_norm: 2.3358 2020-09-11 21:19:13,584 - mmaction - INFO - Epoch [62][220/627] lr: 6.000e-02, eta: 17:26:47, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.5314, top5_acc: 0.7510, loss_cls: 2.0734, loss: 2.0734, grad_norm: 2.3741 2020-09-11 21:19:35,866 - mmaction - INFO - Epoch [62][240/627] lr: 6.000e-02, eta: 17:26:24, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5165, top5_acc: 0.7546, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.3990 2020-09-11 21:19:58,037 - mmaction - INFO - Epoch [62][260/627] lr: 6.000e-02, eta: 17:26:01, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5293, top5_acc: 0.7516, loss_cls: 2.0478, loss: 2.0478, grad_norm: 2.3724 2020-09-11 21:20:20,336 - mmaction - INFO - Epoch [62][280/627] lr: 6.000e-02, eta: 17:25:38, time: 1.114, data_time: 0.003, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7540, loss_cls: 2.0369, loss: 2.0369, grad_norm: 2.3465 2020-09-11 21:20:42,599 - mmaction - INFO - Epoch [62][300/627] lr: 6.000e-02, eta: 17:25:15, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5266, top5_acc: 0.7510, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.3986 2020-09-11 21:21:04,884 - mmaction - INFO - Epoch [62][320/627] lr: 6.000e-02, eta: 17:24:52, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.5250, top5_acc: 0.7505, loss_cls: 2.0866, loss: 2.0866, grad_norm: 2.3967 2020-09-11 21:21:27,144 - mmaction - INFO - Epoch [62][340/627] lr: 6.000e-02, eta: 17:24:28, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5181, top5_acc: 0.7414, loss_cls: 2.1229, loss: 2.1229, grad_norm: 2.4048 2020-09-11 21:21:49,410 - mmaction - INFO - Epoch [62][360/627] lr: 6.000e-02, eta: 17:24:05, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5129, top5_acc: 0.7437, loss_cls: 2.1305, loss: 2.1305, grad_norm: 2.3868 2020-09-11 21:22:11,628 - mmaction - INFO - Epoch [62][380/627] lr: 6.000e-02, eta: 17:23:42, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5207, top5_acc: 0.7460, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.3622 2020-09-11 21:22:33,913 - mmaction - INFO - Epoch [62][400/627] lr: 6.000e-02, eta: 17:23:19, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5138, top5_acc: 0.7432, loss_cls: 2.1177, loss: 2.1177, grad_norm: 2.3844 2020-09-11 21:22:56,230 - mmaction - INFO - Epoch [62][420/627] lr: 6.000e-02, eta: 17:22:56, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5323, top5_acc: 0.7561, loss_cls: 2.0393, loss: 2.0393, grad_norm: 2.3590 2020-09-11 21:23:18,567 - mmaction - INFO - Epoch [62][440/627] lr: 6.000e-02, eta: 17:22:33, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.5263, top5_acc: 0.7482, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.4021 2020-09-11 21:23:40,843 - mmaction - INFO - Epoch [62][460/627] lr: 6.000e-02, eta: 17:22:10, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5415, top5_acc: 0.7509, loss_cls: 2.0473, loss: 2.0473, grad_norm: 2.3338 2020-09-11 21:24:03,160 - mmaction - INFO - Epoch [62][480/627] lr: 6.000e-02, eta: 17:21:47, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5156, top5_acc: 0.7440, loss_cls: 2.1039, loss: 2.1039, grad_norm: 2.4198 2020-09-11 21:24:25,392 - mmaction - INFO - Epoch [62][500/627] lr: 6.000e-02, eta: 17:21:24, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5066, top5_acc: 0.7415, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.3910 2020-09-11 21:24:47,637 - mmaction - INFO - Epoch [62][520/627] lr: 6.000e-02, eta: 17:21:01, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.5214, top5_acc: 0.7466, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.3509 2020-09-11 21:25:09,870 - mmaction - INFO - Epoch [62][540/627] lr: 6.000e-02, eta: 17:20:38, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5221, top5_acc: 0.7480, loss_cls: 2.0921, loss: 2.0921, grad_norm: 2.3835 2020-09-11 21:25:32,138 - mmaction - INFO - Epoch [62][560/627] lr: 6.000e-02, eta: 17:20:15, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.5211, top5_acc: 0.7434, loss_cls: 2.1059, loss: 2.1059, grad_norm: 2.3657 2020-09-11 21:25:54,375 - mmaction - INFO - Epoch [62][580/627] lr: 6.000e-02, eta: 17:19:52, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5250, top5_acc: 0.7527, loss_cls: 2.0750, loss: 2.0750, grad_norm: 2.3457 2020-09-11 21:26:16,653 - mmaction - INFO - Epoch [62][600/627] lr: 6.000e-02, eta: 17:19:29, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7477, loss_cls: 2.0986, loss: 2.0986, grad_norm: 2.3720 2020-09-11 21:26:38,888 - mmaction - INFO - Epoch [62][620/627] lr: 6.000e-02, eta: 17:19:06, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.5117, top5_acc: 0.7387, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.3813 2020-09-11 21:27:19,309 - mmaction - INFO - Epoch [63][20/627] lr: 6.000e-02, eta: 17:18:40, time: 1.709, data_time: 0.564, memory: 8471, top1_acc: 0.5417, top5_acc: 0.7609, loss_cls: 2.0164, loss: 2.0164, grad_norm: 2.3133 2020-09-11 21:27:41,570 - mmaction - INFO - Epoch [63][40/627] lr: 6.000e-02, eta: 17:18:17, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 2.0204, loss: 2.0204, grad_norm: 2.3828 2020-09-11 21:28:03,820 - mmaction - INFO - Epoch [63][60/627] lr: 6.000e-02, eta: 17:17:54, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5316, top5_acc: 0.7578, loss_cls: 2.0302, loss: 2.0302, grad_norm: 2.3718 2020-09-11 21:28:26,020 - mmaction - INFO - Epoch [63][80/627] lr: 6.000e-02, eta: 17:17:31, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.5413, top5_acc: 0.7622, loss_cls: 1.9939, loss: 1.9939, grad_norm: 2.3734 2020-09-11 21:28:48,215 - mmaction - INFO - Epoch [63][100/627] lr: 6.000e-02, eta: 17:17:08, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7543, loss_cls: 2.0417, loss: 2.0417, grad_norm: 2.3369 2020-09-11 21:29:10,402 - mmaction - INFO - Epoch [63][120/627] lr: 6.000e-02, eta: 17:16:45, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5174, top5_acc: 0.7525, loss_cls: 2.0795, loss: 2.0795, grad_norm: 2.4330 2020-09-11 21:29:32,537 - mmaction - INFO - Epoch [63][140/627] lr: 6.000e-02, eta: 17:16:21, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5224, top5_acc: 0.7487, loss_cls: 2.0884, loss: 2.0884, grad_norm: 2.4285 2020-09-11 21:29:54,861 - mmaction - INFO - Epoch [63][160/627] lr: 6.000e-02, eta: 17:15:58, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5174, top5_acc: 0.7490, loss_cls: 2.0992, loss: 2.0992, grad_norm: 2.3928 2020-09-11 21:30:17,102 - mmaction - INFO - Epoch [63][180/627] lr: 6.000e-02, eta: 17:15:35, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5309, top5_acc: 0.7574, loss_cls: 2.0558, loss: 2.0558, grad_norm: 2.3697 2020-09-11 21:30:39,363 - mmaction - INFO - Epoch [63][200/627] lr: 6.000e-02, eta: 17:15:12, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5341, top5_acc: 0.7589, loss_cls: 2.0402, loss: 2.0402, grad_norm: 2.3652 2020-09-11 21:31:01,620 - mmaction - INFO - Epoch [63][220/627] lr: 6.000e-02, eta: 17:14:49, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5219, top5_acc: 0.7592, loss_cls: 2.0665, loss: 2.0665, grad_norm: 2.4021 2020-09-11 21:31:23,812 - mmaction - INFO - Epoch [63][240/627] lr: 6.000e-02, eta: 17:14:26, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5259, top5_acc: 0.7516, loss_cls: 2.0675, loss: 2.0675, grad_norm: 2.3638 2020-09-11 21:31:46,102 - mmaction - INFO - Epoch [63][260/627] lr: 6.000e-02, eta: 17:14:03, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7604, loss_cls: 2.0291, loss: 2.0291, grad_norm: 2.3553 2020-09-11 21:32:08,250 - mmaction - INFO - Epoch [63][280/627] lr: 6.000e-02, eta: 17:13:40, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.5250, top5_acc: 0.7557, loss_cls: 2.0433, loss: 2.0433, grad_norm: 2.3529 2020-09-11 21:32:30,513 - mmaction - INFO - Epoch [63][300/627] lr: 6.000e-02, eta: 17:13:16, time: 1.104, data_time: 0.004, memory: 8471, top1_acc: 0.5344, top5_acc: 0.7559, loss_cls: 2.0296, loss: 2.0296, grad_norm: 2.3680 2020-09-11 21:32:52,765 - mmaction - INFO - Epoch [63][320/627] lr: 6.000e-02, eta: 17:12:54, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.5270, top5_acc: 0.7573, loss_cls: 2.0580, loss: 2.0580, grad_norm: 2.3629 2020-09-11 21:33:15,054 - mmaction - INFO - Epoch [63][340/627] lr: 6.000e-02, eta: 17:12:30, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5181, top5_acc: 0.7509, loss_cls: 2.1082, loss: 2.1082, grad_norm: 2.3851 2020-09-11 21:33:37,390 - mmaction - INFO - Epoch [63][360/627] lr: 6.000e-02, eta: 17:12:08, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7585, loss_cls: 2.0379, loss: 2.0379, grad_norm: 2.3095 2020-09-11 21:33:59,615 - mmaction - INFO - Epoch [63][380/627] lr: 6.000e-02, eta: 17:11:44, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5230, top5_acc: 0.7445, loss_cls: 2.0640, loss: 2.0640, grad_norm: 2.3778 2020-09-11 21:34:21,879 - mmaction - INFO - Epoch [63][400/627] lr: 6.000e-02, eta: 17:11:21, time: 1.113, data_time: 0.003, memory: 8471, top1_acc: 0.5296, top5_acc: 0.7564, loss_cls: 2.0660, loss: 2.0660, grad_norm: 2.3529 2020-09-11 21:34:44,129 - mmaction - INFO - Epoch [63][420/627] lr: 6.000e-02, eta: 17:10:58, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5225, top5_acc: 0.7522, loss_cls: 2.0824, loss: 2.0824, grad_norm: 2.3782 2020-09-11 21:35:06,470 - mmaction - INFO - Epoch [63][440/627] lr: 6.000e-02, eta: 17:10:35, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.5225, top5_acc: 0.7486, loss_cls: 2.0645, loss: 2.0645, grad_norm: 2.3836 2020-09-11 21:35:28,702 - mmaction - INFO - Epoch [63][460/627] lr: 6.000e-02, eta: 17:10:12, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5335, top5_acc: 0.7604, loss_cls: 2.0275, loss: 2.0275, grad_norm: 2.3429 2020-09-11 21:35:51,046 - mmaction - INFO - Epoch [63][480/627] lr: 6.000e-02, eta: 17:09:49, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5243, top5_acc: 0.7479, loss_cls: 2.0760, loss: 2.0760, grad_norm: 2.3653 2020-09-11 21:36:13,328 - mmaction - INFO - Epoch [63][500/627] lr: 6.000e-02, eta: 17:09:26, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5297, top5_acc: 0.7507, loss_cls: 2.0718, loss: 2.0718, grad_norm: 2.3760 2020-09-11 21:36:35,519 - mmaction - INFO - Epoch [63][520/627] lr: 6.000e-02, eta: 17:09:03, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.5208, top5_acc: 0.7465, loss_cls: 2.1178, loss: 2.1178, grad_norm: 2.3773 2020-09-11 21:36:57,765 - mmaction - INFO - Epoch [63][540/627] lr: 6.000e-02, eta: 17:08:40, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5275, top5_acc: 0.7424, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.3804 2020-09-11 21:37:20,056 - mmaction - INFO - Epoch [63][560/627] lr: 6.000e-02, eta: 17:08:17, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5258, top5_acc: 0.7542, loss_cls: 2.0716, loss: 2.0716, grad_norm: 2.3668 2020-09-11 21:37:42,348 - mmaction - INFO - Epoch [63][580/627] lr: 6.000e-02, eta: 17:07:54, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.5211, top5_acc: 0.7503, loss_cls: 2.0924, loss: 2.0924, grad_norm: 2.3674 2020-09-11 21:38:04,599 - mmaction - INFO - Epoch [63][600/627] lr: 6.000e-02, eta: 17:07:31, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5186, top5_acc: 0.7435, loss_cls: 2.1221, loss: 2.1221, grad_norm: 2.3847 2020-09-11 21:38:26,938 - mmaction - INFO - Epoch [63][620/627] lr: 6.000e-02, eta: 17:07:08, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.5310, top5_acc: 0.7559, loss_cls: 2.0618, loss: 2.0618, grad_norm: 2.3539 2020-09-11 21:39:07,124 - mmaction - INFO - Epoch [64][20/627] lr: 6.000e-02, eta: 17:06:42, time: 1.695, data_time: 0.540, memory: 8471, top1_acc: 0.5363, top5_acc: 0.7555, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.3892 2020-09-11 21:39:29,356 - mmaction - INFO - Epoch [64][40/627] lr: 6.000e-02, eta: 17:06:19, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7574, loss_cls: 2.0457, loss: 2.0457, grad_norm: 2.4131 2020-09-11 21:39:51,580 - mmaction - INFO - Epoch [64][60/627] lr: 6.000e-02, eta: 17:05:56, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5322, top5_acc: 0.7615, loss_cls: 2.0197, loss: 2.0197, grad_norm: 2.3184 2020-09-11 21:40:13,788 - mmaction - INFO - Epoch [64][80/627] lr: 6.000e-02, eta: 17:05:33, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.5397, top5_acc: 0.7686, loss_cls: 1.9958, loss: 1.9958, grad_norm: 2.3408 2020-09-11 21:40:36,126 - mmaction - INFO - Epoch [64][100/627] lr: 6.000e-02, eta: 17:05:10, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7525, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.3732 2020-09-11 21:40:58,268 - mmaction - INFO - Epoch [64][120/627] lr: 6.000e-02, eta: 17:04:47, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 2.0026, loss: 2.0026, grad_norm: 2.3499 2020-09-11 21:41:20,426 - mmaction - INFO - Epoch [64][140/627] lr: 6.000e-02, eta: 17:04:23, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.5333, top5_acc: 0.7635, loss_cls: 2.0294, loss: 2.0294, grad_norm: 2.3753 2020-09-11 21:41:42,712 - mmaction - INFO - Epoch [64][160/627] lr: 6.000e-02, eta: 17:04:01, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5201, top5_acc: 0.7525, loss_cls: 2.0802, loss: 2.0802, grad_norm: 2.3942 2020-09-11 21:42:05,073 - mmaction - INFO - Epoch [64][180/627] lr: 6.000e-02, eta: 17:03:37, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5220, top5_acc: 0.7445, loss_cls: 2.1073, loss: 2.1073, grad_norm: 2.3907 2020-09-11 21:42:27,314 - mmaction - INFO - Epoch [64][200/627] lr: 6.000e-02, eta: 17:03:14, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.5147, top5_acc: 0.7471, loss_cls: 2.1090, loss: 2.1090, grad_norm: 2.4108 2020-09-11 21:42:49,617 - mmaction - INFO - Epoch [64][220/627] lr: 6.000e-02, eta: 17:02:51, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5207, top5_acc: 0.7533, loss_cls: 2.0658, loss: 2.0658, grad_norm: 2.3820 2020-09-11 21:43:11,994 - mmaction - INFO - Epoch [64][240/627] lr: 6.000e-02, eta: 17:02:29, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5241, top5_acc: 0.7520, loss_cls: 2.0763, loss: 2.0763, grad_norm: 2.3643 2020-09-11 21:43:34,312 - mmaction - INFO - Epoch [64][260/627] lr: 6.000e-02, eta: 17:02:06, time: 1.121, data_time: 0.009, memory: 8471, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0581, loss: 2.0581, grad_norm: 2.3676 2020-09-11 21:43:56,514 - mmaction - INFO - Epoch [64][280/627] lr: 6.000e-02, eta: 17:01:43, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5313, top5_acc: 0.7560, loss_cls: 2.0699, loss: 2.0699, grad_norm: 2.3844 2020-09-11 21:44:18,741 - mmaction - INFO - Epoch [64][300/627] lr: 6.000e-02, eta: 17:01:19, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5259, top5_acc: 0.7470, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.3550 2020-09-11 21:44:40,958 - mmaction - INFO - Epoch [64][320/627] lr: 6.000e-02, eta: 17:00:56, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.5318, top5_acc: 0.7560, loss_cls: 2.0373, loss: 2.0373, grad_norm: 2.3821 2020-09-11 21:45:03,232 - mmaction - INFO - Epoch [64][340/627] lr: 6.000e-02, eta: 17:00:33, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.5258, top5_acc: 0.7421, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.3521 2020-09-11 21:45:25,490 - mmaction - INFO - Epoch [64][360/627] lr: 6.000e-02, eta: 17:00:10, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5220, top5_acc: 0.7539, loss_cls: 2.0788, loss: 2.0788, grad_norm: 2.3663 2020-09-11 21:45:47,739 - mmaction - INFO - Epoch [64][380/627] lr: 6.000e-02, eta: 16:59:47, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7591, loss_cls: 2.0476, loss: 2.0476, grad_norm: 2.3438 2020-09-11 21:46:10,017 - mmaction - INFO - Epoch [64][400/627] lr: 6.000e-02, eta: 16:59:24, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5307, top5_acc: 0.7630, loss_cls: 2.0248, loss: 2.0248, grad_norm: 2.3806 2020-09-11 21:46:32,323 - mmaction - INFO - Epoch [64][420/627] lr: 6.000e-02, eta: 16:59:01, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7551, loss_cls: 2.0645, loss: 2.0645, grad_norm: 2.3670 2020-09-11 21:46:54,613 - mmaction - INFO - Epoch [64][440/627] lr: 6.000e-02, eta: 16:58:38, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5339, top5_acc: 0.7643, loss_cls: 2.0264, loss: 2.0264, grad_norm: 2.3686 2020-09-11 21:47:16,839 - mmaction - INFO - Epoch [64][460/627] lr: 6.000e-02, eta: 16:58:15, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7570, loss_cls: 2.0171, loss: 2.0171, grad_norm: 2.3573 2020-09-11 21:47:39,068 - mmaction - INFO - Epoch [64][480/627] lr: 6.000e-02, eta: 16:57:52, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5268, top5_acc: 0.7453, loss_cls: 2.1005, loss: 2.1005, grad_norm: 2.3603 2020-09-11 21:48:01,405 - mmaction - INFO - Epoch [64][500/627] lr: 6.000e-02, eta: 16:57:29, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7448, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.4098 2020-09-11 21:48:23,597 - mmaction - INFO - Epoch [64][520/627] lr: 6.000e-02, eta: 16:57:06, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7514, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.3512 2020-09-11 21:48:45,782 - mmaction - INFO - Epoch [64][540/627] lr: 6.000e-02, eta: 16:56:43, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5296, top5_acc: 0.7530, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.3568 2020-09-11 21:49:08,040 - mmaction - INFO - Epoch [64][560/627] lr: 6.000e-02, eta: 16:56:20, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.5333, top5_acc: 0.7497, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.3664 2020-09-11 21:49:30,304 - mmaction - INFO - Epoch [64][580/627] lr: 6.000e-02, eta: 16:55:57, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5237, top5_acc: 0.7432, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.3356 2020-09-11 21:49:52,563 - mmaction - INFO - Epoch [64][600/627] lr: 6.000e-02, eta: 16:55:34, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5208, top5_acc: 0.7421, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.4082 2020-09-11 21:50:14,799 - mmaction - INFO - Epoch [64][620/627] lr: 6.000e-02, eta: 16:55:10, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5173, top5_acc: 0.7422, loss_cls: 2.1159, loss: 2.1159, grad_norm: 2.4183 2020-09-11 21:50:55,251 - mmaction - INFO - Epoch [65][20/627] lr: 6.000e-02, eta: 16:54:45, time: 1.695, data_time: 0.573, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7560, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.3663 2020-09-11 21:51:17,548 - mmaction - INFO - Epoch [65][40/627] lr: 6.000e-02, eta: 16:54:22, time: 1.123, data_time: 0.017, memory: 8471, top1_acc: 0.5349, top5_acc: 0.7625, loss_cls: 2.0346, loss: 2.0346, grad_norm: 2.3763 2020-09-11 21:51:39,868 - mmaction - INFO - Epoch [65][60/627] lr: 6.000e-02, eta: 16:53:59, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7576, loss_cls: 2.0629, loss: 2.0629, grad_norm: 2.3606 2020-09-11 21:52:02,177 - mmaction - INFO - Epoch [65][80/627] lr: 6.000e-02, eta: 16:53:36, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.5465, top5_acc: 0.7656, loss_cls: 1.9717, loss: 1.9717, grad_norm: 2.3241 2020-09-11 21:52:24,550 - mmaction - INFO - Epoch [65][100/627] lr: 6.000e-02, eta: 16:53:13, time: 1.123, data_time: 0.010, memory: 8471, top1_acc: 0.5313, top5_acc: 0.7536, loss_cls: 2.0411, loss: 2.0411, grad_norm: 2.3686 2020-09-11 21:52:46,705 - mmaction - INFO - Epoch [65][120/627] lr: 6.000e-02, eta: 16:52:50, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.4561 2020-09-11 21:53:08,852 - mmaction - INFO - Epoch [65][140/627] lr: 6.000e-02, eta: 16:52:27, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7543, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.4011 2020-09-11 21:53:31,109 - mmaction - INFO - Epoch [65][160/627] lr: 6.000e-02, eta: 16:52:03, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.5227, top5_acc: 0.7474, loss_cls: 2.0682, loss: 2.0682, grad_norm: 2.3856 2020-09-11 21:53:53,481 - mmaction - INFO - Epoch [65][180/627] lr: 6.000e-02, eta: 16:51:41, time: 1.124, data_time: 0.014, memory: 8471, top1_acc: 0.5267, top5_acc: 0.7592, loss_cls: 2.0519, loss: 2.0519, grad_norm: 2.3676 2020-09-11 21:54:15,760 - mmaction - INFO - Epoch [65][200/627] lr: 6.000e-02, eta: 16:51:18, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5349, top5_acc: 0.7616, loss_cls: 2.0140, loss: 2.0140, grad_norm: 2.3448 2020-09-11 21:54:38,020 - mmaction - INFO - Epoch [65][220/627] lr: 6.000e-02, eta: 16:50:55, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5290, top5_acc: 0.7564, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.3975 2020-09-11 21:55:00,222 - mmaction - INFO - Epoch [65][240/627] lr: 6.000e-02, eta: 16:50:31, time: 1.102, data_time: 0.008, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7615, loss_cls: 2.0137, loss: 2.0137, grad_norm: 2.3883 2020-09-11 21:55:22,468 - mmaction - INFO - Epoch [65][260/627] lr: 6.000e-02, eta: 16:50:09, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.5194, top5_acc: 0.7583, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.4301 2020-09-11 21:55:44,905 - mmaction - INFO - Epoch [65][280/627] lr: 6.000e-02, eta: 16:49:46, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.5279, top5_acc: 0.7599, loss_cls: 2.0427, loss: 2.0427, grad_norm: 2.3814 2020-09-11 21:56:07,222 - mmaction - INFO - Epoch [65][300/627] lr: 6.000e-02, eta: 16:49:23, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5271, top5_acc: 0.7503, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.3895 2020-09-11 21:56:29,517 - mmaction - INFO - Epoch [65][320/627] lr: 6.000e-02, eta: 16:49:00, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.5311, top5_acc: 0.7534, loss_cls: 2.0511, loss: 2.0511, grad_norm: 2.3702 2020-09-11 21:56:51,767 - mmaction - INFO - Epoch [65][340/627] lr: 6.000e-02, eta: 16:48:37, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5375, top5_acc: 0.7581, loss_cls: 2.0439, loss: 2.0439, grad_norm: 2.3741 2020-09-11 21:57:14,059 - mmaction - INFO - Epoch [65][360/627] lr: 6.000e-02, eta: 16:48:14, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5206, top5_acc: 0.7404, loss_cls: 2.1095, loss: 2.1095, grad_norm: 2.3934 2020-09-11 21:57:36,285 - mmaction - INFO - Epoch [65][380/627] lr: 6.000e-02, eta: 16:47:51, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.5253, top5_acc: 0.7536, loss_cls: 2.0944, loss: 2.0944, grad_norm: 2.4250 2020-09-11 21:57:58,505 - mmaction - INFO - Epoch [65][400/627] lr: 6.000e-02, eta: 16:47:28, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5280, top5_acc: 0.7453, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.4042 2020-09-11 21:58:20,856 - mmaction - INFO - Epoch [65][420/627] lr: 6.000e-02, eta: 16:47:05, time: 1.121, data_time: 0.011, memory: 8471, top1_acc: 0.5225, top5_acc: 0.7578, loss_cls: 2.0698, loss: 2.0698, grad_norm: 2.3821 2020-09-11 21:58:42,993 - mmaction - INFO - Epoch [65][440/627] lr: 6.000e-02, eta: 16:46:41, time: 1.101, data_time: 0.008, memory: 8471, top1_acc: 0.5398, top5_acc: 0.7539, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.3420 2020-09-11 21:59:05,271 - mmaction - INFO - Epoch [65][460/627] lr: 6.000e-02, eta: 16:46:19, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.5319, top5_acc: 0.7572, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.3706 2020-09-11 21:59:27,604 - mmaction - INFO - Epoch [65][480/627] lr: 6.000e-02, eta: 16:45:56, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7568, loss_cls: 2.0581, loss: 2.0581, grad_norm: 2.3696 2020-09-11 21:59:49,950 - mmaction - INFO - Epoch [65][500/627] lr: 6.000e-02, eta: 16:45:33, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5217, top5_acc: 0.7495, loss_cls: 2.0699, loss: 2.0699, grad_norm: 2.3668 2020-09-11 22:00:12,169 - mmaction - INFO - Epoch [65][520/627] lr: 6.000e-02, eta: 16:45:10, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7521, loss_cls: 2.0962, loss: 2.0962, grad_norm: 2.3785 2020-09-11 22:00:34,592 - mmaction - INFO - Epoch [65][540/627] lr: 6.000e-02, eta: 16:44:47, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.5237, top5_acc: 0.7477, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.3636 2020-09-11 22:00:56,823 - mmaction - INFO - Epoch [65][560/627] lr: 6.000e-02, eta: 16:44:24, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5156, top5_acc: 0.7462, loss_cls: 2.0981, loss: 2.0981, grad_norm: 2.3629 2020-09-11 22:01:19,127 - mmaction - INFO - Epoch [65][580/627] lr: 6.000e-02, eta: 16:44:01, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5401, top5_acc: 0.7566, loss_cls: 2.0320, loss: 2.0320, grad_norm: 2.3357 2020-09-11 22:01:41,460 - mmaction - INFO - Epoch [65][600/627] lr: 6.000e-02, eta: 16:43:38, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5309, top5_acc: 0.7552, loss_cls: 2.0481, loss: 2.0481, grad_norm: 2.3750 2020-09-11 22:02:03,724 - mmaction - INFO - Epoch [65][620/627] lr: 6.000e-02, eta: 16:43:15, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5341, top5_acc: 0.7508, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.3925 2020-09-11 22:02:24,167 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-09-11 22:03:30,631 - mmaction - INFO - Epoch [66][20/627] lr: 6.000e-02, eta: 16:43:30, time: 3.269, data_time: 2.053, memory: 8471, top1_acc: 0.5311, top5_acc: 0.7561, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.3620 2020-09-11 22:03:52,819 - mmaction - INFO - Epoch [66][40/627] lr: 6.000e-02, eta: 16:43:07, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5346, top5_acc: 0.7622, loss_cls: 2.0309, loss: 2.0309, grad_norm: 2.3499 2020-09-11 22:04:14,941 - mmaction - INFO - Epoch [66][60/627] lr: 6.000e-02, eta: 16:42:43, time: 1.096, data_time: 0.009, memory: 8471, top1_acc: 0.5362, top5_acc: 0.7546, loss_cls: 2.0493, loss: 2.0493, grad_norm: 2.3524 2020-09-11 22:04:37,042 - mmaction - INFO - Epoch [66][80/627] lr: 6.000e-02, eta: 16:42:20, time: 1.109, data_time: 0.015, memory: 8471, top1_acc: 0.5309, top5_acc: 0.7579, loss_cls: 2.0285, loss: 2.0285, grad_norm: 2.3173 2020-09-11 22:04:59,332 - mmaction - INFO - Epoch [66][100/627] lr: 6.000e-02, eta: 16:41:57, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.5298, top5_acc: 0.7478, loss_cls: 2.0571, loss: 2.0571, grad_norm: 2.3863 2020-09-11 22:05:21,609 - mmaction - INFO - Epoch [66][120/627] lr: 6.000e-02, eta: 16:41:34, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7544, loss_cls: 2.0669, loss: 2.0669, grad_norm: 2.3817 2020-09-11 22:05:43,915 - mmaction - INFO - Epoch [66][140/627] lr: 6.000e-02, eta: 16:41:11, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7548, loss_cls: 2.0299, loss: 2.0299, grad_norm: 2.3455 2020-09-11 22:06:06,212 - mmaction - INFO - Epoch [66][160/627] lr: 6.000e-02, eta: 16:40:48, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5348, top5_acc: 0.7548, loss_cls: 2.0283, loss: 2.0283, grad_norm: 2.3405 2020-09-11 22:06:28,431 - mmaction - INFO - Epoch [66][180/627] lr: 6.000e-02, eta: 16:40:25, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5234, top5_acc: 0.7464, loss_cls: 2.0978, loss: 2.0978, grad_norm: 2.4099 2020-09-11 22:06:50,678 - mmaction - INFO - Epoch [66][200/627] lr: 6.000e-02, eta: 16:40:02, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7542, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.3788 2020-09-11 22:07:12,854 - mmaction - INFO - Epoch [66][220/627] lr: 6.000e-02, eta: 16:39:39, time: 1.098, data_time: 0.004, memory: 8471, top1_acc: 0.5223, top5_acc: 0.7473, loss_cls: 2.0660, loss: 2.0660, grad_norm: 2.3651 2020-09-11 22:07:35,144 - mmaction - INFO - Epoch [66][240/627] lr: 6.000e-02, eta: 16:39:16, time: 1.125, data_time: 0.017, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7652, loss_cls: 2.0118, loss: 2.0118, grad_norm: 2.3413 2020-09-11 22:07:57,284 - mmaction - INFO - Epoch [66][260/627] lr: 6.000e-02, eta: 16:38:53, time: 1.100, data_time: 0.005, memory: 8471, top1_acc: 0.5254, top5_acc: 0.7620, loss_cls: 2.0548, loss: 2.0548, grad_norm: 2.4101 2020-09-11 22:08:19,533 - mmaction - INFO - Epoch [66][280/627] lr: 6.000e-02, eta: 16:38:30, time: 1.118, data_time: 0.019, memory: 8471, top1_acc: 0.5242, top5_acc: 0.7534, loss_cls: 2.0680, loss: 2.0680, grad_norm: 2.3827 2020-09-11 22:08:41,820 - mmaction - INFO - Epoch [66][300/627] lr: 6.000e-02, eta: 16:38:07, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.5327, top5_acc: 0.7552, loss_cls: 2.0566, loss: 2.0566, grad_norm: 2.3441 2020-09-11 22:09:04,053 - mmaction - INFO - Epoch [66][320/627] lr: 6.000e-02, eta: 16:37:44, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.5255, top5_acc: 0.7501, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.3922 2020-09-11 22:09:26,383 - mmaction - INFO - Epoch [66][340/627] lr: 6.000e-02, eta: 16:37:20, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5242, top5_acc: 0.7493, loss_cls: 2.0854, loss: 2.0854, grad_norm: 2.3707 2020-09-11 22:09:48,740 - mmaction - INFO - Epoch [66][360/627] lr: 6.000e-02, eta: 16:36:58, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.5215, top5_acc: 0.7573, loss_cls: 2.0777, loss: 2.0777, grad_norm: 2.3658 2020-09-11 22:10:10,945 - mmaction - INFO - Epoch [66][380/627] lr: 6.000e-02, eta: 16:36:35, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7510, loss_cls: 2.0632, loss: 2.0632, grad_norm: 2.2853 2020-09-11 22:10:33,117 - mmaction - INFO - Epoch [66][400/627] lr: 6.000e-02, eta: 16:36:11, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5267, top5_acc: 0.7552, loss_cls: 2.0595, loss: 2.0595, grad_norm: 2.4031 2020-09-11 22:10:55,449 - mmaction - INFO - Epoch [66][420/627] lr: 6.000e-02, eta: 16:35:48, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7487, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.3566 2020-09-11 22:11:17,650 - mmaction - INFO - Epoch [66][440/627] lr: 6.000e-02, eta: 16:35:25, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7582, loss_cls: 2.0385, loss: 2.0385, grad_norm: 2.3287 2020-09-11 22:11:39,895 - mmaction - INFO - Epoch [66][460/627] lr: 6.000e-02, eta: 16:35:02, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5281, top5_acc: 0.7543, loss_cls: 2.0668, loss: 2.0668, grad_norm: 2.4289 2020-09-11 22:12:02,086 - mmaction - INFO - Epoch [66][480/627] lr: 6.000e-02, eta: 16:34:39, time: 1.108, data_time: 0.002, memory: 8471, top1_acc: 0.5227, top5_acc: 0.7457, loss_cls: 2.0921, loss: 2.0921, grad_norm: 2.4148 2020-09-11 22:12:24,401 - mmaction - INFO - Epoch [66][500/627] lr: 6.000e-02, eta: 16:34:16, time: 1.116, data_time: 0.003, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7464, loss_cls: 2.0720, loss: 2.0720, grad_norm: 2.3949 2020-09-11 22:12:46,630 - mmaction - INFO - Epoch [66][520/627] lr: 6.000e-02, eta: 16:33:53, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.5301, top5_acc: 0.7504, loss_cls: 2.0651, loss: 2.0651, grad_norm: 2.3592 2020-09-11 22:13:08,889 - mmaction - INFO - Epoch [66][540/627] lr: 6.000e-02, eta: 16:33:30, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.5223, top5_acc: 0.7549, loss_cls: 2.0646, loss: 2.0646, grad_norm: 2.3579 2020-09-11 22:13:31,155 - mmaction - INFO - Epoch [66][560/627] lr: 6.000e-02, eta: 16:33:07, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5312, top5_acc: 0.7559, loss_cls: 2.0369, loss: 2.0369, grad_norm: 2.3616 2020-09-11 22:13:53,505 - mmaction - INFO - Epoch [66][580/627] lr: 6.000e-02, eta: 16:32:44, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5176, top5_acc: 0.7516, loss_cls: 2.0842, loss: 2.0842, grad_norm: 2.4225 2020-09-11 22:14:15,748 - mmaction - INFO - Epoch [66][600/627] lr: 6.000e-02, eta: 16:32:21, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7462, loss_cls: 2.0923, loss: 2.0923, grad_norm: 2.3862 2020-09-11 22:14:38,026 - mmaction - INFO - Epoch [66][620/627] lr: 6.000e-02, eta: 16:31:58, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.5158, top5_acc: 0.7475, loss_cls: 2.1051, loss: 2.1051, grad_norm: 2.3673 2020-09-11 22:15:18,260 - mmaction - INFO - Epoch [67][20/627] lr: 6.000e-02, eta: 16:31:32, time: 1.699, data_time: 0.533, memory: 8471, top1_acc: 0.5214, top5_acc: 0.7438, loss_cls: 2.1175, loss: 2.1175, grad_norm: 2.3887 2020-09-11 22:15:40,469 - mmaction - INFO - Epoch [67][40/627] lr: 6.000e-02, eta: 16:31:09, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5449, top5_acc: 0.7591, loss_cls: 2.0218, loss: 2.0218, grad_norm: 2.3151 2020-09-11 22:16:02,666 - mmaction - INFO - Epoch [67][60/627] lr: 6.000e-02, eta: 16:30:46, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.5411, top5_acc: 0.7652, loss_cls: 1.9845, loss: 1.9845, grad_norm: 2.3405 2020-09-11 22:16:24,971 - mmaction - INFO - Epoch [67][80/627] lr: 6.000e-02, eta: 16:30:23, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5316, top5_acc: 0.7551, loss_cls: 2.0452, loss: 2.0452, grad_norm: 2.4107 2020-09-11 22:16:47,365 - mmaction - INFO - Epoch [67][100/627] lr: 6.000e-02, eta: 16:30:00, time: 1.121, data_time: 0.008, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7573, loss_cls: 2.0374, loss: 2.0374, grad_norm: 2.3707 2020-09-11 22:17:09,549 - mmaction - INFO - Epoch [67][120/627] lr: 6.000e-02, eta: 16:29:37, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7635, loss_cls: 2.0133, loss: 2.0133, grad_norm: 2.3588 2020-09-11 22:17:31,779 - mmaction - INFO - Epoch [67][140/627] lr: 6.000e-02, eta: 16:29:14, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.5365, top5_acc: 0.7590, loss_cls: 2.0336, loss: 2.0336, grad_norm: 2.3765 2020-09-11 22:17:54,089 - mmaction - INFO - Epoch [67][160/627] lr: 6.000e-02, eta: 16:28:51, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.5331, top5_acc: 0.7576, loss_cls: 2.0331, loss: 2.0331, grad_norm: 2.3833 2020-09-11 22:18:16,491 - mmaction - INFO - Epoch [67][180/627] lr: 6.000e-02, eta: 16:28:28, time: 1.121, data_time: 0.006, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0563, loss: 2.0563, grad_norm: 2.3881 2020-09-11 22:18:38,775 - mmaction - INFO - Epoch [67][200/627] lr: 6.000e-02, eta: 16:28:05, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5328, top5_acc: 0.7542, loss_cls: 2.0386, loss: 2.0386, grad_norm: 2.3649 2020-09-11 22:19:01,052 - mmaction - INFO - Epoch [67][220/627] lr: 6.000e-02, eta: 16:27:42, time: 1.121, data_time: 0.009, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7607, loss_cls: 2.0115, loss: 2.0115, grad_norm: 2.3666 2020-09-11 22:19:23,437 - mmaction - INFO - Epoch [67][240/627] lr: 6.000e-02, eta: 16:27:19, time: 1.115, data_time: 0.003, memory: 8471, top1_acc: 0.5406, top5_acc: 0.7652, loss_cls: 2.0028, loss: 2.0028, grad_norm: 2.4000 2020-09-11 22:19:45,762 - mmaction - INFO - Epoch [67][260/627] lr: 6.000e-02, eta: 16:26:56, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5379, top5_acc: 0.7594, loss_cls: 2.0223, loss: 2.0223, grad_norm: 2.3828 2020-09-11 22:20:08,117 - mmaction - INFO - Epoch [67][280/627] lr: 6.000e-02, eta: 16:26:33, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7470, loss_cls: 2.0937, loss: 2.0937, grad_norm: 2.4193 2020-09-11 22:20:30,458 - mmaction - INFO - Epoch [67][300/627] lr: 6.000e-02, eta: 16:26:10, time: 1.125, data_time: 0.016, memory: 8471, top1_acc: 0.5296, top5_acc: 0.7512, loss_cls: 2.0512, loss: 2.0512, grad_norm: 2.4243 2020-09-11 22:20:52,750 - mmaction - INFO - Epoch [67][320/627] lr: 6.000e-02, eta: 16:25:47, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5288, top5_acc: 0.7536, loss_cls: 2.0599, loss: 2.0599, grad_norm: 2.3918 2020-09-11 22:21:14,973 - mmaction - INFO - Epoch [67][340/627] lr: 6.000e-02, eta: 16:25:24, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.5241, top5_acc: 0.7529, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.3856 2020-09-11 22:21:37,223 - mmaction - INFO - Epoch [67][360/627] lr: 6.000e-02, eta: 16:25:01, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.5303, top5_acc: 0.7583, loss_cls: 2.0363, loss: 2.0363, grad_norm: 2.3547 2020-09-11 22:21:59,489 - mmaction - INFO - Epoch [67][380/627] lr: 6.000e-02, eta: 16:24:38, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5169, top5_acc: 0.7421, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.3950 2020-09-11 22:22:21,790 - mmaction - INFO - Epoch [67][400/627] lr: 6.000e-02, eta: 16:24:15, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5176, top5_acc: 0.7492, loss_cls: 2.0998, loss: 2.0998, grad_norm: 2.4257 2020-09-11 22:22:44,112 - mmaction - INFO - Epoch [67][420/627] lr: 6.000e-02, eta: 16:23:52, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.5290, top5_acc: 0.7529, loss_cls: 2.0714, loss: 2.0714, grad_norm: 2.3811 2020-09-11 22:23:06,330 - mmaction - INFO - Epoch [67][440/627] lr: 6.000e-02, eta: 16:23:29, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5230, top5_acc: 0.7492, loss_cls: 2.0916, loss: 2.0916, grad_norm: 2.3916 2020-09-11 22:23:28,751 - mmaction - INFO - Epoch [67][460/627] lr: 6.000e-02, eta: 16:23:06, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5251, top5_acc: 0.7458, loss_cls: 2.1000, loss: 2.1000, grad_norm: 2.4076 2020-09-11 22:23:51,064 - mmaction - INFO - Epoch [67][480/627] lr: 6.000e-02, eta: 16:22:43, time: 1.123, data_time: 0.013, memory: 8471, top1_acc: 0.5353, top5_acc: 0.7572, loss_cls: 2.0416, loss: 2.0416, grad_norm: 2.3500 2020-09-11 22:24:13,385 - mmaction - INFO - Epoch [67][500/627] lr: 6.000e-02, eta: 16:22:21, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.5267, top5_acc: 0.7501, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.4124 2020-09-11 22:24:35,674 - mmaction - INFO - Epoch [67][520/627] lr: 6.000e-02, eta: 16:21:58, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7475, loss_cls: 2.0758, loss: 2.0758, grad_norm: 2.3715 2020-09-11 22:24:57,929 - mmaction - INFO - Epoch [67][540/627] lr: 6.000e-02, eta: 16:21:35, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.5202, top5_acc: 0.7408, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.3765 2020-09-11 22:25:20,167 - mmaction - INFO - Epoch [67][560/627] lr: 6.000e-02, eta: 16:21:12, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5312, top5_acc: 0.7569, loss_cls: 2.0261, loss: 2.0261, grad_norm: 2.3641 2020-09-11 22:25:42,462 - mmaction - INFO - Epoch [67][580/627] lr: 6.000e-02, eta: 16:20:48, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.5299, top5_acc: 0.7570, loss_cls: 2.0449, loss: 2.0449, grad_norm: 2.3807 2020-09-11 22:26:04,647 - mmaction - INFO - Epoch [67][600/627] lr: 6.000e-02, eta: 16:20:25, time: 1.116, data_time: 0.016, memory: 8471, top1_acc: 0.5203, top5_acc: 0.7538, loss_cls: 2.0758, loss: 2.0758, grad_norm: 2.3764 2020-09-11 22:26:26,907 - mmaction - INFO - Epoch [67][620/627] lr: 6.000e-02, eta: 16:20:02, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7595, loss_cls: 2.0280, loss: 2.0280, grad_norm: 2.3473 2020-09-11 22:27:07,171 - mmaction - INFO - Epoch [68][20/627] lr: 6.000e-02, eta: 16:19:36, time: 1.702, data_time: 0.511, memory: 8471, top1_acc: 0.5354, top5_acc: 0.7536, loss_cls: 2.0335, loss: 2.0335, grad_norm: 2.3652 2020-09-11 22:27:29,449 - mmaction - INFO - Epoch [68][40/627] lr: 6.000e-02, eta: 16:19:13, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5319, top5_acc: 0.7553, loss_cls: 2.0391, loss: 2.0391, grad_norm: 2.4046 2020-09-11 22:27:51,601 - mmaction - INFO - Epoch [68][60/627] lr: 6.000e-02, eta: 16:18:50, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7658, loss_cls: 1.9998, loss: 1.9998, grad_norm: 2.4044 2020-09-11 22:28:13,885 - mmaction - INFO - Epoch [68][80/627] lr: 6.000e-02, eta: 16:18:27, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.5168, top5_acc: 0.7548, loss_cls: 2.0849, loss: 2.0849, grad_norm: 2.4222 2020-09-11 22:28:36,115 - mmaction - INFO - Epoch [68][100/627] lr: 6.000e-02, eta: 16:18:04, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.5242, top5_acc: 0.7501, loss_cls: 2.0735, loss: 2.0735, grad_norm: 2.4082 2020-09-11 22:28:58,355 - mmaction - INFO - Epoch [68][120/627] lr: 6.000e-02, eta: 16:17:41, time: 1.109, data_time: 0.003, memory: 8471, top1_acc: 0.5259, top5_acc: 0.7599, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.4094 2020-09-11 22:29:20,581 - mmaction - INFO - Epoch [68][140/627] lr: 6.000e-02, eta: 16:17:18, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.5478, top5_acc: 0.7635, loss_cls: 1.9826, loss: 1.9826, grad_norm: 2.3471 2020-09-11 22:29:42,848 - mmaction - INFO - Epoch [68][160/627] lr: 6.000e-02, eta: 16:16:55, time: 1.106, data_time: 0.009, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7585, loss_cls: 2.0416, loss: 2.0416, grad_norm: 2.3557 2020-09-11 22:30:05,132 - mmaction - INFO - Epoch [68][180/627] lr: 6.000e-02, eta: 16:16:32, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.5350, top5_acc: 0.7592, loss_cls: 2.0375, loss: 2.0375, grad_norm: 2.4062 2020-09-11 22:30:27,405 - mmaction - INFO - Epoch [68][200/627] lr: 6.000e-02, eta: 16:16:09, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5280, top5_acc: 0.7549, loss_cls: 2.0327, loss: 2.0327, grad_norm: 2.3992 2020-09-11 22:30:49,703 - mmaction - INFO - Epoch [68][220/627] lr: 6.000e-02, eta: 16:15:46, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7551, loss_cls: 2.0375, loss: 2.0375, grad_norm: 2.3753 2020-09-11 22:31:11,862 - mmaction - INFO - Epoch [68][240/627] lr: 6.000e-02, eta: 16:15:23, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5290, top5_acc: 0.7504, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.3752 2020-09-11 22:31:34,177 - mmaction - INFO - Epoch [68][260/627] lr: 6.000e-02, eta: 16:15:00, time: 1.112, data_time: 0.002, memory: 8471, top1_acc: 0.5380, top5_acc: 0.7621, loss_cls: 2.0106, loss: 2.0106, grad_norm: 2.3629 2020-09-11 22:31:56,484 - mmaction - INFO - Epoch [68][280/627] lr: 6.000e-02, eta: 16:14:37, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.5268, top5_acc: 0.7540, loss_cls: 2.0544, loss: 2.0544, grad_norm: 2.3802 2020-09-11 22:32:18,765 - mmaction - INFO - Epoch [68][300/627] lr: 6.000e-02, eta: 16:14:14, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.5326, top5_acc: 0.7595, loss_cls: 2.0267, loss: 2.0267, grad_norm: 2.3709 2020-09-11 22:32:41,033 - mmaction - INFO - Epoch [68][320/627] lr: 6.000e-02, eta: 16:13:51, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.5286, top5_acc: 0.7576, loss_cls: 2.0426, loss: 2.0426, grad_norm: 2.3831 2020-09-11 22:33:03,270 - mmaction - INFO - Epoch [68][340/627] lr: 6.000e-02, eta: 16:13:28, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7549, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.4115 2020-09-11 22:33:25,559 - mmaction - INFO - Epoch [68][360/627] lr: 6.000e-02, eta: 16:13:05, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5301, top5_acc: 0.7564, loss_cls: 2.0342, loss: 2.0342, grad_norm: 2.3783 2020-09-11 22:33:47,897 - mmaction - INFO - Epoch [68][380/627] lr: 6.000e-02, eta: 16:12:42, time: 1.120, data_time: 0.010, memory: 8471, top1_acc: 0.5298, top5_acc: 0.7529, loss_cls: 2.0636, loss: 2.0636, grad_norm: 2.3776 2020-09-11 22:34:10,202 - mmaction - INFO - Epoch [68][400/627] lr: 6.000e-02, eta: 16:12:19, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.5263, top5_acc: 0.7512, loss_cls: 2.0692, loss: 2.0692, grad_norm: 2.3969 2020-09-11 22:34:32,516 - mmaction - INFO - Epoch [68][420/627] lr: 6.000e-02, eta: 16:11:56, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5268, top5_acc: 0.7589, loss_cls: 2.0280, loss: 2.0280, grad_norm: 2.4100 2020-09-11 22:34:54,810 - mmaction - INFO - Epoch [68][440/627] lr: 6.000e-02, eta: 16:11:33, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5203, top5_acc: 0.7552, loss_cls: 2.0755, loss: 2.0755, grad_norm: 2.4163 2020-09-11 22:35:17,065 - mmaction - INFO - Epoch [68][460/627] lr: 6.000e-02, eta: 16:11:10, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5375, top5_acc: 0.7565, loss_cls: 2.0385, loss: 2.0385, grad_norm: 2.3802 2020-09-11 22:35:39,271 - mmaction - INFO - Epoch [68][480/627] lr: 6.000e-02, eta: 16:10:47, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5289, top5_acc: 0.7552, loss_cls: 2.0606, loss: 2.0606, grad_norm: 2.4089 2020-09-11 22:36:01,541 - mmaction - INFO - Epoch [68][500/627] lr: 6.000e-02, eta: 16:10:24, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5232, top5_acc: 0.7581, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.3692 2020-09-11 22:36:23,767 - mmaction - INFO - Epoch [68][520/627] lr: 6.000e-02, eta: 16:10:01, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5271, top5_acc: 0.7548, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.3616 2020-09-11 22:36:46,040 - mmaction - INFO - Epoch [68][540/627] lr: 6.000e-02, eta: 16:09:38, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.5303, top5_acc: 0.7559, loss_cls: 2.0618, loss: 2.0618, grad_norm: 2.3596 2020-09-11 22:37:08,227 - mmaction - INFO - Epoch [68][560/627] lr: 6.000e-02, eta: 16:09:15, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5336, top5_acc: 0.7573, loss_cls: 2.0463, loss: 2.0463, grad_norm: 2.3499 2020-09-11 22:37:30,533 - mmaction - INFO - Epoch [68][580/627] lr: 6.000e-02, eta: 16:08:52, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5275, top5_acc: 0.7586, loss_cls: 2.0491, loss: 2.0491, grad_norm: 2.3726 2020-09-11 22:37:52,838 - mmaction - INFO - Epoch [68][600/627] lr: 6.000e-02, eta: 16:08:29, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5372, top5_acc: 0.7572, loss_cls: 2.0294, loss: 2.0294, grad_norm: 2.3882 2020-09-11 22:38:15,127 - mmaction - INFO - Epoch [68][620/627] lr: 6.000e-02, eta: 16:08:06, time: 1.120, data_time: 0.014, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7513, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.3865 2020-09-11 22:38:55,453 - mmaction - INFO - Epoch [69][20/627] lr: 6.000e-02, eta: 16:07:40, time: 1.691, data_time: 0.566, memory: 8471, top1_acc: 0.5453, top5_acc: 0.7622, loss_cls: 1.9799, loss: 1.9799, grad_norm: 2.3560 2020-09-11 22:39:17,721 - mmaction - INFO - Epoch [69][40/627] lr: 6.000e-02, eta: 16:07:17, time: 1.124, data_time: 0.027, memory: 8471, top1_acc: 0.5418, top5_acc: 0.7576, loss_cls: 2.0109, loss: 2.0109, grad_norm: 2.3500 2020-09-11 22:39:39,859 - mmaction - INFO - Epoch [69][60/627] lr: 6.000e-02, eta: 16:06:54, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.5374, top5_acc: 0.7637, loss_cls: 2.0076, loss: 2.0076, grad_norm: 2.4242 2020-09-11 22:40:02,132 - mmaction - INFO - Epoch [69][80/627] lr: 6.000e-02, eta: 16:06:31, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5367, top5_acc: 0.7615, loss_cls: 1.9994, loss: 1.9994, grad_norm: 2.3621 2020-09-11 22:40:24,358 - mmaction - INFO - Epoch [69][100/627] lr: 6.000e-02, eta: 16:06:08, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5333, top5_acc: 0.7577, loss_cls: 2.0215, loss: 2.0215, grad_norm: 2.4039 2020-09-11 22:40:46,723 - mmaction - INFO - Epoch [69][120/627] lr: 6.000e-02, eta: 16:05:45, time: 1.117, data_time: 0.002, memory: 8471, top1_acc: 0.5277, top5_acc: 0.7531, loss_cls: 2.0668, loss: 2.0668, grad_norm: 2.4345 2020-09-11 22:41:08,872 - mmaction - INFO - Epoch [69][140/627] lr: 6.000e-02, eta: 16:05:22, time: 1.103, data_time: 0.005, memory: 8471, top1_acc: 0.5438, top5_acc: 0.7642, loss_cls: 1.9847, loss: 1.9847, grad_norm: 2.3312 2020-09-11 22:41:31,057 - mmaction - INFO - Epoch [69][160/627] lr: 6.000e-02, eta: 16:04:59, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7525, loss_cls: 2.0589, loss: 2.0589, grad_norm: 2.3461 2020-09-11 22:41:53,306 - mmaction - INFO - Epoch [69][180/627] lr: 6.000e-02, eta: 16:04:36, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5288, top5_acc: 0.7564, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.3752 2020-09-11 22:42:15,563 - mmaction - INFO - Epoch [69][200/627] lr: 6.000e-02, eta: 16:04:13, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7479, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.3485 2020-09-11 22:42:37,933 - mmaction - INFO - Epoch [69][220/627] lr: 6.000e-02, eta: 16:03:50, time: 1.117, data_time: 0.003, memory: 8471, top1_acc: 0.5323, top5_acc: 0.7543, loss_cls: 2.0380, loss: 2.0380, grad_norm: 2.3638 2020-09-11 22:43:00,197 - mmaction - INFO - Epoch [69][240/627] lr: 6.000e-02, eta: 16:03:27, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5331, top5_acc: 0.7587, loss_cls: 2.0496, loss: 2.0496, grad_norm: 2.4131 2020-09-11 22:43:22,424 - mmaction - INFO - Epoch [69][260/627] lr: 6.000e-02, eta: 16:03:04, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7523, loss_cls: 2.0623, loss: 2.0623, grad_norm: 2.3827 2020-09-11 22:43:44,727 - mmaction - INFO - Epoch [69][280/627] lr: 6.000e-02, eta: 16:02:41, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7585, loss_cls: 2.0214, loss: 2.0214, grad_norm: 2.3701 2020-09-11 22:44:06,911 - mmaction - INFO - Epoch [69][300/627] lr: 6.000e-02, eta: 16:02:18, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5236, top5_acc: 0.7553, loss_cls: 2.0455, loss: 2.0455, grad_norm: 2.3590 2020-09-11 22:44:29,271 - mmaction - INFO - Epoch [69][320/627] lr: 6.000e-02, eta: 16:01:55, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7582, loss_cls: 2.0414, loss: 2.0414, grad_norm: 2.3567 2020-09-11 22:44:51,554 - mmaction - INFO - Epoch [69][340/627] lr: 6.000e-02, eta: 16:01:32, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.5311, top5_acc: 0.7594, loss_cls: 2.0268, loss: 2.0268, grad_norm: 2.3836 2020-09-11 22:45:13,916 - mmaction - INFO - Epoch [69][360/627] lr: 6.000e-02, eta: 16:01:09, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.5341, top5_acc: 0.7539, loss_cls: 2.0654, loss: 2.0654, grad_norm: 2.3691 2020-09-11 22:45:36,274 - mmaction - INFO - Epoch [69][380/627] lr: 6.000e-02, eta: 16:00:46, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5319, top5_acc: 0.7579, loss_cls: 2.0543, loss: 2.0543, grad_norm: 2.3928 2020-09-11 22:45:58,545 - mmaction - INFO - Epoch [69][400/627] lr: 6.000e-02, eta: 16:00:23, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5319, top5_acc: 0.7540, loss_cls: 2.0319, loss: 2.0319, grad_norm: 2.3607 2020-09-11 22:46:20,821 - mmaction - INFO - Epoch [69][420/627] lr: 6.000e-02, eta: 16:00:00, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5181, top5_acc: 0.7484, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.4019 2020-09-11 22:46:43,190 - mmaction - INFO - Epoch [69][440/627] lr: 6.000e-02, eta: 15:59:38, time: 1.125, data_time: 0.012, memory: 8471, top1_acc: 0.5242, top5_acc: 0.7574, loss_cls: 2.0508, loss: 2.0508, grad_norm: 2.3788 2020-09-11 22:47:05,449 - mmaction - INFO - Epoch [69][460/627] lr: 6.000e-02, eta: 15:59:15, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5253, top5_acc: 0.7546, loss_cls: 2.0638, loss: 2.0638, grad_norm: 2.3845 2020-09-11 22:47:27,724 - mmaction - INFO - Epoch [69][480/627] lr: 6.000e-02, eta: 15:58:52, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5263, top5_acc: 0.7551, loss_cls: 2.0395, loss: 2.0395, grad_norm: 2.4115 2020-09-11 22:47:49,897 - mmaction - INFO - Epoch [69][500/627] lr: 6.000e-02, eta: 15:58:28, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7507, loss_cls: 2.0605, loss: 2.0605, grad_norm: 2.3648 2020-09-11 22:48:12,068 - mmaction - INFO - Epoch [69][520/627] lr: 6.000e-02, eta: 15:58:05, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5210, top5_acc: 0.7484, loss_cls: 2.0758, loss: 2.0758, grad_norm: 2.3829 2020-09-11 22:48:34,265 - mmaction - INFO - Epoch [69][540/627] lr: 6.000e-02, eta: 15:57:42, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5176, top5_acc: 0.7517, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.3994 2020-09-11 22:48:56,567 - mmaction - INFO - Epoch [69][560/627] lr: 6.000e-02, eta: 15:57:19, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7491, loss_cls: 2.0787, loss: 2.0787, grad_norm: 2.3665 2020-09-11 22:49:18,821 - mmaction - INFO - Epoch [69][580/627] lr: 6.000e-02, eta: 15:56:56, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.5238, top5_acc: 0.7568, loss_cls: 2.0792, loss: 2.0792, grad_norm: 2.3947 2020-09-11 22:49:41,052 - mmaction - INFO - Epoch [69][600/627] lr: 6.000e-02, eta: 15:56:33, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7484, loss_cls: 2.0551, loss: 2.0551, grad_norm: 2.3850 2020-09-11 22:50:03,328 - mmaction - INFO - Epoch [69][620/627] lr: 6.000e-02, eta: 15:56:10, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7496, loss_cls: 2.0663, loss: 2.0663, grad_norm: 2.3798 2020-09-11 22:50:43,669 - mmaction - INFO - Epoch [70][20/627] lr: 6.000e-02, eta: 15:55:44, time: 1.703, data_time: 0.472, memory: 8471, top1_acc: 0.5180, top5_acc: 0.7513, loss_cls: 2.0767, loss: 2.0767, grad_norm: 2.4451 2020-09-11 22:51:05,938 - mmaction - INFO - Epoch [70][40/627] lr: 6.000e-02, eta: 15:55:21, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7549, loss_cls: 2.0300, loss: 2.0300, grad_norm: 2.3946 2020-09-11 22:51:28,175 - mmaction - INFO - Epoch [70][60/627] lr: 6.000e-02, eta: 15:54:58, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.5376, top5_acc: 0.7534, loss_cls: 2.0215, loss: 2.0215, grad_norm: 2.3448 2020-09-11 22:51:50,432 - mmaction - INFO - Epoch [70][80/627] lr: 6.000e-02, eta: 15:54:35, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7475, loss_cls: 2.0499, loss: 2.0499, grad_norm: 2.3331 2020-09-11 22:52:12,680 - mmaction - INFO - Epoch [70][100/627] lr: 6.000e-02, eta: 15:54:12, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5285, top5_acc: 0.7582, loss_cls: 2.0530, loss: 2.0530, grad_norm: 2.4082 2020-09-11 22:52:34,791 - mmaction - INFO - Epoch [70][120/627] lr: 6.000e-02, eta: 15:53:49, time: 1.102, data_time: 0.004, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7586, loss_cls: 2.0223, loss: 2.0223, grad_norm: 2.4181 2020-09-11 22:52:57,068 - mmaction - INFO - Epoch [70][140/627] lr: 6.000e-02, eta: 15:53:26, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5298, top5_acc: 0.7526, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.4332 2020-09-11 22:53:19,308 - mmaction - INFO - Epoch [70][160/627] lr: 6.000e-02, eta: 15:53:03, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7564, loss_cls: 2.0341, loss: 2.0341, grad_norm: 2.3862 2020-09-11 22:53:41,627 - mmaction - INFO - Epoch [70][180/627] lr: 6.000e-02, eta: 15:52:40, time: 1.125, data_time: 0.015, memory: 8471, top1_acc: 0.5327, top5_acc: 0.7539, loss_cls: 2.0369, loss: 2.0369, grad_norm: 2.3750 2020-09-11 22:54:03,844 - mmaction - INFO - Epoch [70][200/627] lr: 6.000e-02, eta: 15:52:17, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5299, top5_acc: 0.7475, loss_cls: 2.0702, loss: 2.0702, grad_norm: 2.3748 2020-09-11 22:54:26,064 - mmaction - INFO - Epoch [70][220/627] lr: 6.000e-02, eta: 15:51:54, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5400, top5_acc: 0.7629, loss_cls: 2.0079, loss: 2.0079, grad_norm: 2.3401 2020-09-11 22:54:48,363 - mmaction - INFO - Epoch [70][240/627] lr: 6.000e-02, eta: 15:51:31, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.5362, top5_acc: 0.7637, loss_cls: 2.0081, loss: 2.0081, grad_norm: 2.3740 2020-09-11 22:55:10,607 - mmaction - INFO - Epoch [70][260/627] lr: 6.000e-02, eta: 15:51:08, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5328, top5_acc: 0.7557, loss_cls: 2.0540, loss: 2.0540, grad_norm: 2.4132 2020-09-11 22:55:32,961 - mmaction - INFO - Epoch [70][280/627] lr: 6.000e-02, eta: 15:50:45, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5318, top5_acc: 0.7624, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.3670 2020-09-11 22:55:55,219 - mmaction - INFO - Epoch [70][300/627] lr: 6.000e-02, eta: 15:50:22, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.5280, top5_acc: 0.7490, loss_cls: 2.0625, loss: 2.0625, grad_norm: 2.3740 2020-09-11 22:56:17,473 - mmaction - INFO - Epoch [70][320/627] lr: 6.000e-02, eta: 15:49:59, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5263, top5_acc: 0.7497, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.3427 2020-09-11 22:56:39,757 - mmaction - INFO - Epoch [70][340/627] lr: 6.000e-02, eta: 15:49:36, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5251, top5_acc: 0.7492, loss_cls: 2.0821, loss: 2.0821, grad_norm: 2.3804 2020-09-11 22:57:01,979 - mmaction - INFO - Epoch [70][360/627] lr: 6.000e-02, eta: 15:49:13, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.5380, top5_acc: 0.7612, loss_cls: 2.0249, loss: 2.0249, grad_norm: 2.3835 2020-09-11 22:57:24,328 - mmaction - INFO - Epoch [70][380/627] lr: 6.000e-02, eta: 15:48:50, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.5221, top5_acc: 0.7500, loss_cls: 2.0794, loss: 2.0794, grad_norm: 2.4308 2020-09-11 22:57:46,633 - mmaction - INFO - Epoch [70][400/627] lr: 6.000e-02, eta: 15:48:27, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.5331, top5_acc: 0.7568, loss_cls: 2.0457, loss: 2.0457, grad_norm: 2.3497 2020-09-11 22:58:09,000 - mmaction - INFO - Epoch [70][420/627] lr: 6.000e-02, eta: 15:48:05, time: 1.126, data_time: 0.016, memory: 8471, top1_acc: 0.5280, top5_acc: 0.7616, loss_cls: 2.0452, loss: 2.0452, grad_norm: 2.3755 2020-09-11 22:58:31,253 - mmaction - INFO - Epoch [70][440/627] lr: 6.000e-02, eta: 15:47:42, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7576, loss_cls: 2.0332, loss: 2.0332, grad_norm: 2.4030 2020-09-11 22:58:53,556 - mmaction - INFO - Epoch [70][460/627] lr: 6.000e-02, eta: 15:47:19, time: 1.123, data_time: 0.020, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7553, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.3557 2020-09-11 22:59:15,787 - mmaction - INFO - Epoch [70][480/627] lr: 6.000e-02, eta: 15:46:56, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5323, top5_acc: 0.7551, loss_cls: 2.0408, loss: 2.0408, grad_norm: 2.3737 2020-09-11 22:59:38,180 - mmaction - INFO - Epoch [70][500/627] lr: 6.000e-02, eta: 15:46:33, time: 1.126, data_time: 0.012, memory: 8471, top1_acc: 0.5210, top5_acc: 0.7496, loss_cls: 2.0799, loss: 2.0799, grad_norm: 2.4175 2020-09-11 23:00:00,407 - mmaction - INFO - Epoch [70][520/627] lr: 6.000e-02, eta: 15:46:10, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7621, loss_cls: 2.0346, loss: 2.0346, grad_norm: 2.3694 2020-09-11 23:00:22,634 - mmaction - INFO - Epoch [70][540/627] lr: 6.000e-02, eta: 15:45:47, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5307, top5_acc: 0.7482, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.3646 2020-09-11 23:00:44,999 - mmaction - INFO - Epoch [70][560/627] lr: 6.000e-02, eta: 15:45:24, time: 1.118, data_time: 0.005, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7501, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.3791 2020-09-11 23:01:07,243 - mmaction - INFO - Epoch [70][580/627] lr: 6.000e-02, eta: 15:45:01, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5262, top5_acc: 0.7527, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.4099 2020-09-11 23:01:29,524 - mmaction - INFO - Epoch [70][600/627] lr: 6.000e-02, eta: 15:44:38, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5385, top5_acc: 0.7600, loss_cls: 2.0319, loss: 2.0319, grad_norm: 2.3728 2020-09-11 23:01:51,646 - mmaction - INFO - Epoch [70][620/627] lr: 6.000e-02, eta: 15:44:15, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.5335, top5_acc: 0.7582, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.3775 2020-09-11 23:02:19,651 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-09-11 23:03:30,486 - mmaction - INFO - Epoch [71][20/627] lr: 6.000e-02, eta: 15:44:29, time: 3.473, data_time: 2.285, memory: 8471, top1_acc: 0.5301, top5_acc: 0.7451, loss_cls: 2.0767, loss: 2.0767, grad_norm: 2.3975 2020-09-11 23:03:52,666 - mmaction - INFO - Epoch [71][40/627] lr: 6.000e-02, eta: 15:44:06, time: 1.111, data_time: 0.014, memory: 8471, top1_acc: 0.5464, top5_acc: 0.7677, loss_cls: 1.9633, loss: 1.9633, grad_norm: 2.3410 2020-09-11 23:04:14,829 - mmaction - INFO - Epoch [71][60/627] lr: 6.000e-02, eta: 15:43:43, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5375, top5_acc: 0.7609, loss_cls: 1.9945, loss: 1.9945, grad_norm: 2.3868 2020-09-11 23:04:37,077 - mmaction - INFO - Epoch [71][80/627] lr: 6.000e-02, eta: 15:43:20, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5383, top5_acc: 0.7605, loss_cls: 2.0073, loss: 2.0073, grad_norm: 2.3383 2020-09-11 23:04:59,213 - mmaction - INFO - Epoch [71][100/627] lr: 6.000e-02, eta: 15:42:57, time: 1.104, data_time: 0.004, memory: 8471, top1_acc: 0.5336, top5_acc: 0.7576, loss_cls: 2.0291, loss: 2.0291, grad_norm: 2.3666 2020-09-11 23:05:21,350 - mmaction - INFO - Epoch [71][120/627] lr: 6.000e-02, eta: 15:42:34, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5392, top5_acc: 0.7599, loss_cls: 1.9969, loss: 1.9969, grad_norm: 2.3777 2020-09-11 23:05:43,613 - mmaction - INFO - Epoch [71][140/627] lr: 6.000e-02, eta: 15:42:11, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5341, top5_acc: 0.7546, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.4088 2020-09-11 23:06:05,816 - mmaction - INFO - Epoch [71][160/627] lr: 6.000e-02, eta: 15:41:48, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7552, loss_cls: 2.0399, loss: 2.0399, grad_norm: 2.3945 2020-09-11 23:06:28,042 - mmaction - INFO - Epoch [71][180/627] lr: 6.000e-02, eta: 15:41:25, time: 1.102, data_time: 0.007, memory: 8471, top1_acc: 0.5339, top5_acc: 0.7609, loss_cls: 2.0418, loss: 2.0418, grad_norm: 2.3846 2020-09-11 23:06:50,214 - mmaction - INFO - Epoch [71][200/627] lr: 6.000e-02, eta: 15:41:02, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.5275, top5_acc: 0.7585, loss_cls: 2.0225, loss: 2.0225, grad_norm: 2.3794 2020-09-11 23:07:12,547 - mmaction - INFO - Epoch [71][220/627] lr: 6.000e-02, eta: 15:40:39, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.5349, top5_acc: 0.7529, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.4041 2020-09-11 23:07:34,896 - mmaction - INFO - Epoch [71][240/627] lr: 6.000e-02, eta: 15:40:16, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5310, top5_acc: 0.7565, loss_cls: 2.0433, loss: 2.0433, grad_norm: 2.3643 2020-09-11 23:07:57,183 - mmaction - INFO - Epoch [71][260/627] lr: 6.000e-02, eta: 15:39:53, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5392, top5_acc: 0.7641, loss_cls: 1.9885, loss: 1.9885, grad_norm: 2.3598 2020-09-11 23:08:19,493 - mmaction - INFO - Epoch [71][280/627] lr: 6.000e-02, eta: 15:39:30, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.5411, top5_acc: 0.7595, loss_cls: 2.0220, loss: 2.0220, grad_norm: 2.3588 2020-09-11 23:08:41,869 - mmaction - INFO - Epoch [71][300/627] lr: 6.000e-02, eta: 15:39:07, time: 1.119, data_time: 0.003, memory: 8471, top1_acc: 0.5262, top5_acc: 0.7526, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.4169 2020-09-11 23:09:04,145 - mmaction - INFO - Epoch [71][320/627] lr: 6.000e-02, eta: 15:38:44, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.5253, top5_acc: 0.7439, loss_cls: 2.0756, loss: 2.0756, grad_norm: 2.3909 2020-09-11 23:09:26,437 - mmaction - INFO - Epoch [71][340/627] lr: 6.000e-02, eta: 15:38:21, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.5328, top5_acc: 0.7608, loss_cls: 2.0191, loss: 2.0191, grad_norm: 2.3686 2020-09-11 23:09:48,544 - mmaction - INFO - Epoch [71][360/627] lr: 6.000e-02, eta: 15:37:58, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7587, loss_cls: 2.0391, loss: 2.0391, grad_norm: 2.3719 2020-09-11 23:10:10,734 - mmaction - INFO - Epoch [71][380/627] lr: 6.000e-02, eta: 15:37:35, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.5414, top5_acc: 0.7570, loss_cls: 2.0372, loss: 2.0372, grad_norm: 2.3590 2020-09-11 23:10:32,969 - mmaction - INFO - Epoch [71][400/627] lr: 6.000e-02, eta: 15:37:12, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.5243, top5_acc: 0.7542, loss_cls: 2.0704, loss: 2.0704, grad_norm: 2.4088 2020-09-11 23:10:55,206 - mmaction - INFO - Epoch [71][420/627] lr: 6.000e-02, eta: 15:36:49, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0459, loss: 2.0459, grad_norm: 2.3615 2020-09-11 23:11:17,448 - mmaction - INFO - Epoch [71][440/627] lr: 6.000e-02, eta: 15:36:26, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5316, top5_acc: 0.7539, loss_cls: 2.0752, loss: 2.0752, grad_norm: 2.4081 2020-09-11 23:11:39,749 - mmaction - INFO - Epoch [71][460/627] lr: 6.000e-02, eta: 15:36:03, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.5402, top5_acc: 0.7577, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.3825 2020-09-11 23:12:02,065 - mmaction - INFO - Epoch [71][480/627] lr: 6.000e-02, eta: 15:35:40, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5201, top5_acc: 0.7409, loss_cls: 2.1223, loss: 2.1223, grad_norm: 2.3837 2020-09-11 23:12:24,318 - mmaction - INFO - Epoch [71][500/627] lr: 6.000e-02, eta: 15:35:17, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7572, loss_cls: 2.0527, loss: 2.0527, grad_norm: 2.4140 2020-09-11 23:12:46,535 - mmaction - INFO - Epoch [71][520/627] lr: 6.000e-02, eta: 15:34:54, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5181, top5_acc: 0.7507, loss_cls: 2.0703, loss: 2.0703, grad_norm: 2.4134 2020-09-11 23:13:08,903 - mmaction - INFO - Epoch [71][540/627] lr: 6.000e-02, eta: 15:34:31, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7600, loss_cls: 2.0468, loss: 2.0468, grad_norm: 2.4032 2020-09-11 23:13:31,130 - mmaction - INFO - Epoch [71][560/627] lr: 6.000e-02, eta: 15:34:08, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5246, top5_acc: 0.7499, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.3511 2020-09-11 23:13:53,474 - mmaction - INFO - Epoch [71][580/627] lr: 6.000e-02, eta: 15:33:45, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.5311, top5_acc: 0.7568, loss_cls: 2.0368, loss: 2.0368, grad_norm: 2.3848 2020-09-11 23:14:15,741 - mmaction - INFO - Epoch [71][600/627] lr: 6.000e-02, eta: 15:33:22, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5206, top5_acc: 0.7482, loss_cls: 2.0969, loss: 2.0969, grad_norm: 2.4028 2020-09-11 23:14:38,045 - mmaction - INFO - Epoch [71][620/627] lr: 6.000e-02, eta: 15:32:59, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7490, loss_cls: 2.0628, loss: 2.0628, grad_norm: 2.3889 2020-09-11 23:15:18,430 - mmaction - INFO - Epoch [72][20/627] lr: 6.000e-02, eta: 15:32:33, time: 1.704, data_time: 0.530, memory: 8471, top1_acc: 0.5367, top5_acc: 0.7647, loss_cls: 2.0070, loss: 2.0070, grad_norm: 2.3598 2020-09-11 23:15:40,550 - mmaction - INFO - Epoch [72][40/627] lr: 6.000e-02, eta: 15:32:10, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0317, loss: 2.0317, grad_norm: 2.4127 2020-09-11 23:16:02,898 - mmaction - INFO - Epoch [72][60/627] lr: 6.000e-02, eta: 15:31:47, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5359, top5_acc: 0.7543, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.3842 2020-09-11 23:16:25,141 - mmaction - INFO - Epoch [72][80/627] lr: 6.000e-02, eta: 15:31:24, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7457, loss_cls: 2.0775, loss: 2.0775, grad_norm: 2.3918 2020-09-11 23:16:47,365 - mmaction - INFO - Epoch [72][100/627] lr: 6.000e-02, eta: 15:31:01, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5380, top5_acc: 0.7600, loss_cls: 2.0161, loss: 2.0161, grad_norm: 2.3222 2020-09-11 23:17:09,664 - mmaction - INFO - Epoch [72][120/627] lr: 6.000e-02, eta: 15:30:38, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.5353, top5_acc: 0.7583, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.3368 2020-09-11 23:17:31,972 - mmaction - INFO - Epoch [72][140/627] lr: 6.000e-02, eta: 15:30:15, time: 1.121, data_time: 0.009, memory: 8471, top1_acc: 0.5273, top5_acc: 0.7546, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.4023 2020-09-11 23:17:54,121 - mmaction - INFO - Epoch [72][160/627] lr: 6.000e-02, eta: 15:29:52, time: 1.097, data_time: 0.005, memory: 8471, top1_acc: 0.5404, top5_acc: 0.7609, loss_cls: 1.9964, loss: 1.9964, grad_norm: 2.3634 2020-09-11 23:18:16,392 - mmaction - INFO - Epoch [72][180/627] lr: 6.000e-02, eta: 15:29:29, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.5363, top5_acc: 0.7585, loss_cls: 2.0239, loss: 2.0239, grad_norm: 2.3863 2020-09-11 23:18:38,690 - mmaction - INFO - Epoch [72][200/627] lr: 6.000e-02, eta: 15:29:06, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5323, top5_acc: 0.7566, loss_cls: 2.0411, loss: 2.0411, grad_norm: 2.4059 2020-09-11 23:19:00,911 - mmaction - INFO - Epoch [72][220/627] lr: 6.000e-02, eta: 15:28:43, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7604, loss_cls: 1.9955, loss: 1.9955, grad_norm: 2.3603 2020-09-11 23:19:23,183 - mmaction - INFO - Epoch [72][240/627] lr: 6.000e-02, eta: 15:28:20, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5419, top5_acc: 0.7701, loss_cls: 1.9966, loss: 1.9966, grad_norm: 2.3697 2020-09-11 23:19:45,419 - mmaction - INFO - Epoch [72][260/627] lr: 6.000e-02, eta: 15:27:57, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5260, top5_acc: 0.7548, loss_cls: 2.0750, loss: 2.0750, grad_norm: 2.3819 2020-09-11 23:20:07,737 - mmaction - INFO - Epoch [72][280/627] lr: 6.000e-02, eta: 15:27:34, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5293, top5_acc: 0.7573, loss_cls: 2.0394, loss: 2.0394, grad_norm: 2.3989 2020-09-11 23:20:30,011 - mmaction - INFO - Epoch [72][300/627] lr: 6.000e-02, eta: 15:27:11, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5400, top5_acc: 0.7570, loss_cls: 2.0012, loss: 2.0012, grad_norm: 2.3815 2020-09-11 23:20:52,287 - mmaction - INFO - Epoch [72][320/627] lr: 6.000e-02, eta: 15:26:48, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5361, top5_acc: 0.7592, loss_cls: 2.0278, loss: 2.0278, grad_norm: 2.3659 2020-09-11 23:21:14,470 - mmaction - INFO - Epoch [72][340/627] lr: 6.000e-02, eta: 15:26:25, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5341, top5_acc: 0.7607, loss_cls: 2.0154, loss: 2.0154, grad_norm: 2.3838 2020-09-11 23:21:36,760 - mmaction - INFO - Epoch [72][360/627] lr: 6.000e-02, eta: 15:26:02, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5260, top5_acc: 0.7512, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.4132 2020-09-11 23:21:59,004 - mmaction - INFO - Epoch [72][380/627] lr: 6.000e-02, eta: 15:25:39, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5280, top5_acc: 0.7589, loss_cls: 2.0318, loss: 2.0318, grad_norm: 2.4383 2020-09-11 23:22:21,286 - mmaction - INFO - Epoch [72][400/627] lr: 6.000e-02, eta: 15:25:16, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7516, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.4118 2020-09-11 23:22:43,508 - mmaction - INFO - Epoch [72][420/627] lr: 6.000e-02, eta: 15:24:53, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7522, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.3517 2020-09-11 23:23:05,805 - mmaction - INFO - Epoch [72][440/627] lr: 6.000e-02, eta: 15:24:30, time: 1.120, data_time: 0.008, memory: 8471, top1_acc: 0.5290, top5_acc: 0.7527, loss_cls: 2.0606, loss: 2.0606, grad_norm: 2.3933 2020-09-11 23:23:28,092 - mmaction - INFO - Epoch [72][460/627] lr: 6.000e-02, eta: 15:24:07, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.5337, top5_acc: 0.7581, loss_cls: 2.0315, loss: 2.0315, grad_norm: 2.3792 2020-09-11 23:23:50,308 - mmaction - INFO - Epoch [72][480/627] lr: 6.000e-02, eta: 15:23:44, time: 1.113, data_time: 0.016, memory: 8471, top1_acc: 0.5255, top5_acc: 0.7566, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.4123 2020-09-11 23:24:12,487 - mmaction - INFO - Epoch [72][500/627] lr: 6.000e-02, eta: 15:23:21, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5187, top5_acc: 0.7483, loss_cls: 2.0742, loss: 2.0742, grad_norm: 2.4142 2020-09-11 23:24:34,747 - mmaction - INFO - Epoch [72][520/627] lr: 6.000e-02, eta: 15:22:58, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5301, top5_acc: 0.7548, loss_cls: 2.0551, loss: 2.0551, grad_norm: 2.4610 2020-09-11 23:24:56,952 - mmaction - INFO - Epoch [72][540/627] lr: 6.000e-02, eta: 15:22:35, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.5354, top5_acc: 0.7566, loss_cls: 2.0457, loss: 2.0457, grad_norm: 2.3629 2020-09-11 23:25:19,214 - mmaction - INFO - Epoch [72][560/627] lr: 6.000e-02, eta: 15:22:12, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7547, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.4150 2020-09-11 23:25:41,490 - mmaction - INFO - Epoch [72][580/627] lr: 6.000e-02, eta: 15:21:49, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7578, loss_cls: 2.0200, loss: 2.0200, grad_norm: 2.4069 2020-09-11 23:26:03,650 - mmaction - INFO - Epoch [72][600/627] lr: 6.000e-02, eta: 15:21:26, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.5221, top5_acc: 0.7520, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.4024 2020-09-11 23:26:25,884 - mmaction - INFO - Epoch [72][620/627] lr: 6.000e-02, eta: 15:21:03, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5267, top5_acc: 0.7520, loss_cls: 2.0537, loss: 2.0537, grad_norm: 2.3569 2020-09-11 23:27:05,976 - mmaction - INFO - Epoch [73][20/627] lr: 6.000e-02, eta: 15:20:36, time: 1.693, data_time: 0.539, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7582, loss_cls: 2.0421, loss: 2.0421, grad_norm: 2.3925 2020-09-11 23:27:28,239 - mmaction - INFO - Epoch [73][40/627] lr: 6.000e-02, eta: 15:20:13, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5402, top5_acc: 0.7648, loss_cls: 2.0000, loss: 2.0000, grad_norm: 2.3464 2020-09-11 23:27:50,528 - mmaction - INFO - Epoch [73][60/627] lr: 6.000e-02, eta: 15:19:50, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5382, top5_acc: 0.7589, loss_cls: 2.0362, loss: 2.0362, grad_norm: 2.3872 2020-09-11 23:28:12,743 - mmaction - INFO - Epoch [73][80/627] lr: 6.000e-02, eta: 15:19:27, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5266, top5_acc: 0.7613, loss_cls: 2.0308, loss: 2.0308, grad_norm: 2.3947 2020-09-11 23:28:34,971 - mmaction - INFO - Epoch [73][100/627] lr: 6.000e-02, eta: 15:19:04, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5408, top5_acc: 0.7645, loss_cls: 1.9809, loss: 1.9809, grad_norm: 2.4041 2020-09-11 23:28:57,308 - mmaction - INFO - Epoch [73][120/627] lr: 6.000e-02, eta: 15:18:41, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7684, loss_cls: 1.9884, loss: 1.9884, grad_norm: 2.3961 2020-09-11 23:29:19,625 - mmaction - INFO - Epoch [73][140/627] lr: 6.000e-02, eta: 15:18:19, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.5333, top5_acc: 0.7604, loss_cls: 2.0276, loss: 2.0276, grad_norm: 2.4442 2020-09-11 23:29:41,909 - mmaction - INFO - Epoch [73][160/627] lr: 6.000e-02, eta: 15:17:56, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7535, loss_cls: 2.0435, loss: 2.0435, grad_norm: 2.4170 2020-09-11 23:30:04,109 - mmaction - INFO - Epoch [73][180/627] lr: 6.000e-02, eta: 15:17:33, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5493, top5_acc: 0.7717, loss_cls: 1.9574, loss: 1.9574, grad_norm: 2.3543 2020-09-11 23:30:26,388 - mmaction - INFO - Epoch [73][200/627] lr: 6.000e-02, eta: 15:17:10, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.5423, top5_acc: 0.7555, loss_cls: 2.0287, loss: 2.0287, grad_norm: 2.4174 2020-09-11 23:30:48,581 - mmaction - INFO - Epoch [73][220/627] lr: 6.000e-02, eta: 15:16:47, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5422, top5_acc: 0.7632, loss_cls: 1.9907, loss: 1.9907, grad_norm: 2.3800 2020-09-11 23:31:10,872 - mmaction - INFO - Epoch [73][240/627] lr: 6.000e-02, eta: 15:16:24, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5318, top5_acc: 0.7516, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.4291 2020-09-11 23:31:33,097 - mmaction - INFO - Epoch [73][260/627] lr: 6.000e-02, eta: 15:16:01, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.5400, top5_acc: 0.7565, loss_cls: 2.0245, loss: 2.0245, grad_norm: 2.3994 2020-09-11 23:31:55,428 - mmaction - INFO - Epoch [73][280/627] lr: 6.000e-02, eta: 15:15:38, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7483, loss_cls: 2.0650, loss: 2.0650, grad_norm: 2.4218 2020-09-11 23:32:17,787 - mmaction - INFO - Epoch [73][300/627] lr: 6.000e-02, eta: 15:15:15, time: 1.123, data_time: 0.013, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7590, loss_cls: 2.0393, loss: 2.0393, grad_norm: 2.4253 2020-09-11 23:32:40,086 - mmaction - INFO - Epoch [73][320/627] lr: 6.000e-02, eta: 15:14:52, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5296, top5_acc: 0.7589, loss_cls: 2.0398, loss: 2.0398, grad_norm: 2.4162 2020-09-11 23:33:02,314 - mmaction - INFO - Epoch [73][340/627] lr: 6.000e-02, eta: 15:14:29, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5314, top5_acc: 0.7523, loss_cls: 2.0407, loss: 2.0407, grad_norm: 2.3840 2020-09-11 23:33:24,581 - mmaction - INFO - Epoch [73][360/627] lr: 6.000e-02, eta: 15:14:06, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5397, top5_acc: 0.7568, loss_cls: 2.0198, loss: 2.0198, grad_norm: 2.3695 2020-09-11 23:33:46,701 - mmaction - INFO - Epoch [73][380/627] lr: 6.000e-02, eta: 15:13:43, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7624, loss_cls: 2.0072, loss: 2.0072, grad_norm: 2.4134 2020-09-11 23:34:08,941 - mmaction - INFO - Epoch [73][400/627] lr: 6.000e-02, eta: 15:13:20, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5453, top5_acc: 0.7638, loss_cls: 2.0000, loss: 2.0000, grad_norm: 2.3665 2020-09-11 23:34:31,262 - mmaction - INFO - Epoch [73][420/627] lr: 6.000e-02, eta: 15:12:57, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5266, top5_acc: 0.7465, loss_cls: 2.0827, loss: 2.0827, grad_norm: 2.3968 2020-09-11 23:34:53,571 - mmaction - INFO - Epoch [73][440/627] lr: 6.000e-02, eta: 15:12:34, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5315, top5_acc: 0.7534, loss_cls: 2.0534, loss: 2.0534, grad_norm: 2.4160 2020-09-11 23:35:15,842 - mmaction - INFO - Epoch [73][460/627] lr: 6.000e-02, eta: 15:12:11, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.5242, top5_acc: 0.7465, loss_cls: 2.0943, loss: 2.0943, grad_norm: 2.4071 2020-09-11 23:35:38,137 - mmaction - INFO - Epoch [73][480/627] lr: 6.000e-02, eta: 15:11:49, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7570, loss_cls: 2.0408, loss: 2.0408, grad_norm: 2.3727 2020-09-11 23:36:00,452 - mmaction - INFO - Epoch [73][500/627] lr: 6.000e-02, eta: 15:11:25, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.5268, top5_acc: 0.7491, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.3624 2020-09-11 23:36:22,729 - mmaction - INFO - Epoch [73][520/627] lr: 6.000e-02, eta: 15:11:03, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.5370, top5_acc: 0.7539, loss_cls: 2.0553, loss: 2.0553, grad_norm: 2.3545 2020-09-11 23:36:44,949 - mmaction - INFO - Epoch [73][540/627] lr: 6.000e-02, eta: 15:10:40, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.5273, top5_acc: 0.7490, loss_cls: 2.0871, loss: 2.0871, grad_norm: 2.4299 2020-09-11 23:37:07,173 - mmaction - INFO - Epoch [73][560/627] lr: 6.000e-02, eta: 15:10:17, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7518, loss_cls: 2.0864, loss: 2.0864, grad_norm: 2.3639 2020-09-11 23:37:29,468 - mmaction - INFO - Epoch [73][580/627] lr: 6.000e-02, eta: 15:09:54, time: 1.120, data_time: 0.010, memory: 8471, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0242, loss: 2.0242, grad_norm: 2.4121 2020-09-11 23:37:51,693 - mmaction - INFO - Epoch [73][600/627] lr: 6.000e-02, eta: 15:09:31, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5259, top5_acc: 0.7521, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.4129 2020-09-11 23:38:14,032 - mmaction - INFO - Epoch [73][620/627] lr: 6.000e-02, eta: 15:09:08, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5225, top5_acc: 0.7552, loss_cls: 2.0763, loss: 2.0763, grad_norm: 2.4045 2020-09-11 23:38:54,546 - mmaction - INFO - Epoch [74][20/627] lr: 6.000e-02, eta: 15:08:41, time: 1.707, data_time: 0.505, memory: 8471, top1_acc: 0.5254, top5_acc: 0.7505, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.3627 2020-09-11 23:39:16,849 - mmaction - INFO - Epoch [74][40/627] lr: 6.000e-02, eta: 15:08:18, time: 1.125, data_time: 0.014, memory: 8471, top1_acc: 0.5354, top5_acc: 0.7533, loss_cls: 2.0310, loss: 2.0310, grad_norm: 2.3752 2020-09-11 23:39:39,165 - mmaction - INFO - Epoch [74][60/627] lr: 6.000e-02, eta: 15:07:55, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5384, top5_acc: 0.7602, loss_cls: 2.0108, loss: 2.0108, grad_norm: 2.4115 2020-09-11 23:40:01,487 - mmaction - INFO - Epoch [74][80/627] lr: 6.000e-02, eta: 15:07:33, time: 1.124, data_time: 0.014, memory: 8471, top1_acc: 0.5415, top5_acc: 0.7616, loss_cls: 1.9891, loss: 1.9891, grad_norm: 2.3858 2020-09-11 23:40:23,778 - mmaction - INFO - Epoch [74][100/627] lr: 6.000e-02, eta: 15:07:10, time: 1.106, data_time: 0.003, memory: 8471, top1_acc: 0.5436, top5_acc: 0.7672, loss_cls: 1.9941, loss: 1.9941, grad_norm: 2.3911 2020-09-11 23:40:46,043 - mmaction - INFO - Epoch [74][120/627] lr: 6.000e-02, eta: 15:06:47, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5382, top5_acc: 0.7607, loss_cls: 2.0282, loss: 2.0282, grad_norm: 2.3774 2020-09-11 23:41:08,254 - mmaction - INFO - Epoch [74][140/627] lr: 6.000e-02, eta: 15:06:24, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.5279, top5_acc: 0.7516, loss_cls: 2.0519, loss: 2.0519, grad_norm: 2.4140 2020-09-11 23:41:30,447 - mmaction - INFO - Epoch [74][160/627] lr: 6.000e-02, eta: 15:06:01, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.5382, top5_acc: 0.7607, loss_cls: 2.0029, loss: 2.0029, grad_norm: 2.3894 2020-09-11 23:41:52,628 - mmaction - INFO - Epoch [74][180/627] lr: 6.000e-02, eta: 15:05:38, time: 1.103, data_time: 0.013, memory: 8471, top1_acc: 0.5348, top5_acc: 0.7583, loss_cls: 2.0368, loss: 2.0368, grad_norm: 2.3982 2020-09-11 23:42:14,929 - mmaction - INFO - Epoch [74][200/627] lr: 6.000e-02, eta: 15:05:15, time: 1.125, data_time: 0.016, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7522, loss_cls: 2.0487, loss: 2.0487, grad_norm: 2.3671 2020-09-11 23:42:37,241 - mmaction - INFO - Epoch [74][220/627] lr: 6.000e-02, eta: 15:04:52, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5475, top5_acc: 0.7622, loss_cls: 1.9930, loss: 1.9930, grad_norm: 2.3803 2020-09-11 23:42:59,494 - mmaction - INFO - Epoch [74][240/627] lr: 6.000e-02, eta: 15:04:29, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.5366, top5_acc: 0.7555, loss_cls: 2.0437, loss: 2.0437, grad_norm: 2.4068 2020-09-11 23:43:21,771 - mmaction - INFO - Epoch [74][260/627] lr: 6.000e-02, eta: 15:04:06, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.5414, top5_acc: 0.7629, loss_cls: 2.0072, loss: 2.0072, grad_norm: 2.3804 2020-09-11 23:43:44,052 - mmaction - INFO - Epoch [74][280/627] lr: 6.000e-02, eta: 15:03:43, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7544, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.3878 2020-09-11 23:44:06,287 - mmaction - INFO - Epoch [74][300/627] lr: 6.000e-02, eta: 15:03:20, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5288, top5_acc: 0.7443, loss_cls: 2.0899, loss: 2.0899, grad_norm: 2.4341 2020-09-11 23:44:28,556 - mmaction - INFO - Epoch [74][320/627] lr: 6.000e-02, eta: 15:02:57, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.5298, top5_acc: 0.7479, loss_cls: 2.0790, loss: 2.0790, grad_norm: 2.4206 2020-09-11 23:44:50,819 - mmaction - INFO - Epoch [74][340/627] lr: 6.000e-02, eta: 15:02:34, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.5349, top5_acc: 0.7586, loss_cls: 2.0286, loss: 2.0286, grad_norm: 2.3779 2020-09-11 23:45:13,041 - mmaction - INFO - Epoch [74][360/627] lr: 6.000e-02, eta: 15:02:11, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5246, top5_acc: 0.7574, loss_cls: 2.0418, loss: 2.0418, grad_norm: 2.4214 2020-09-11 23:45:35,371 - mmaction - INFO - Epoch [74][380/627] lr: 6.000e-02, eta: 15:01:48, time: 1.122, data_time: 0.010, memory: 8471, top1_acc: 0.5236, top5_acc: 0.7544, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.4080 2020-09-11 23:45:57,588 - mmaction - INFO - Epoch [74][400/627] lr: 6.000e-02, eta: 15:01:25, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5259, top5_acc: 0.7522, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.3588 2020-09-11 23:46:19,788 - mmaction - INFO - Epoch [74][420/627] lr: 6.000e-02, eta: 15:01:02, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5315, top5_acc: 0.7592, loss_cls: 2.0453, loss: 2.0453, grad_norm: 2.3791 2020-09-11 23:46:42,141 - mmaction - INFO - Epoch [74][440/627] lr: 6.000e-02, eta: 15:00:40, time: 1.121, data_time: 0.009, memory: 8471, top1_acc: 0.5428, top5_acc: 0.7633, loss_cls: 2.0017, loss: 2.0017, grad_norm: 2.3396 2020-09-11 23:47:04,510 - mmaction - INFO - Epoch [74][460/627] lr: 6.000e-02, eta: 15:00:17, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5173, top5_acc: 0.7444, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.3779 2020-09-11 23:47:26,792 - mmaction - INFO - Epoch [74][480/627] lr: 6.000e-02, eta: 14:59:54, time: 1.116, data_time: 0.016, memory: 8471, top1_acc: 0.5313, top5_acc: 0.7490, loss_cls: 2.0592, loss: 2.0592, grad_norm: 2.4158 2020-09-11 23:47:49,052 - mmaction - INFO - Epoch [74][500/627] lr: 6.000e-02, eta: 14:59:31, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.5393, top5_acc: 0.7563, loss_cls: 2.0415, loss: 2.0415, grad_norm: 2.3728 2020-09-11 23:48:11,267 - mmaction - INFO - Epoch [74][520/627] lr: 6.000e-02, eta: 14:59:08, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5388, top5_acc: 0.7620, loss_cls: 2.0193, loss: 2.0193, grad_norm: 2.3362 2020-09-11 23:48:33,521 - mmaction - INFO - Epoch [74][540/627] lr: 6.000e-02, eta: 14:58:45, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5361, top5_acc: 0.7616, loss_cls: 2.0374, loss: 2.0374, grad_norm: 2.3949 2020-09-11 23:48:55,835 - mmaction - INFO - Epoch [74][560/627] lr: 6.000e-02, eta: 14:58:22, time: 1.120, data_time: 0.010, memory: 8471, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.4284 2020-09-11 23:49:18,176 - mmaction - INFO - Epoch [74][580/627] lr: 6.000e-02, eta: 14:57:59, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.5341, top5_acc: 0.7529, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.3995 2020-09-11 23:49:40,441 - mmaction - INFO - Epoch [74][600/627] lr: 6.000e-02, eta: 14:57:36, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.5402, top5_acc: 0.7639, loss_cls: 2.0044, loss: 2.0044, grad_norm: 2.3804 2020-09-11 23:50:02,727 - mmaction - INFO - Epoch [74][620/627] lr: 6.000e-02, eta: 14:57:13, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5242, top5_acc: 0.7553, loss_cls: 2.0584, loss: 2.0584, grad_norm: 2.4274 2020-09-11 23:50:43,114 - mmaction - INFO - Epoch [75][20/627] lr: 6.000e-02, eta: 14:56:47, time: 1.700, data_time: 0.557, memory: 8471, top1_acc: 0.5289, top5_acc: 0.7607, loss_cls: 2.0395, loss: 2.0395, grad_norm: 2.3948 2020-09-11 23:51:05,395 - mmaction - INFO - Epoch [75][40/627] lr: 6.000e-02, eta: 14:56:24, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.5382, top5_acc: 0.7608, loss_cls: 2.0081, loss: 2.0081, grad_norm: 2.3974 2020-09-11 23:51:27,691 - mmaction - INFO - Epoch [75][60/627] lr: 6.000e-02, eta: 14:56:01, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.5430, top5_acc: 0.7637, loss_cls: 1.9868, loss: 1.9868, grad_norm: 2.4024 2020-09-11 23:51:49,938 - mmaction - INFO - Epoch [75][80/627] lr: 6.000e-02, eta: 14:55:38, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5374, top5_acc: 0.7590, loss_cls: 2.0173, loss: 2.0173, grad_norm: 2.3773 2020-09-11 23:52:12,185 - mmaction - INFO - Epoch [75][100/627] lr: 6.000e-02, eta: 14:55:15, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5421, top5_acc: 0.7690, loss_cls: 1.9871, loss: 1.9871, grad_norm: 2.3729 2020-09-11 23:52:34,404 - mmaction - INFO - Epoch [75][120/627] lr: 6.000e-02, eta: 14:54:52, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5457, top5_acc: 0.7711, loss_cls: 1.9759, loss: 1.9759, grad_norm: 2.3812 2020-09-11 23:52:56,732 - mmaction - INFO - Epoch [75][140/627] lr: 6.000e-02, eta: 14:54:29, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.5389, top5_acc: 0.7579, loss_cls: 2.0200, loss: 2.0200, grad_norm: 2.3854 2020-09-11 23:53:18,984 - mmaction - INFO - Epoch [75][160/627] lr: 6.000e-02, eta: 14:54:06, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.5396, top5_acc: 0.7618, loss_cls: 2.0120, loss: 2.0120, grad_norm: 2.4101 2020-09-11 23:53:41,281 - mmaction - INFO - Epoch [75][180/627] lr: 6.000e-02, eta: 14:53:43, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7540, loss_cls: 2.0669, loss: 2.0669, grad_norm: 2.4546 2020-09-11 23:54:03,514 - mmaction - INFO - Epoch [75][200/627] lr: 6.000e-02, eta: 14:53:20, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.5441, top5_acc: 0.7576, loss_cls: 2.0012, loss: 2.0012, grad_norm: 2.4020 2020-09-11 23:54:25,731 - mmaction - INFO - Epoch [75][220/627] lr: 6.000e-02, eta: 14:52:57, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7605, loss_cls: 2.0355, loss: 2.0355, grad_norm: 2.4290 2020-09-11 23:54:48,023 - mmaction - INFO - Epoch [75][240/627] lr: 6.000e-02, eta: 14:52:34, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5362, top5_acc: 0.7628, loss_cls: 2.0300, loss: 2.0300, grad_norm: 2.4294 2020-09-11 23:55:10,149 - mmaction - INFO - Epoch [75][260/627] lr: 6.000e-02, eta: 14:52:11, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5411, top5_acc: 0.7652, loss_cls: 1.9944, loss: 1.9944, grad_norm: 2.3586 2020-09-11 23:55:32,382 - mmaction - INFO - Epoch [75][280/627] lr: 6.000e-02, eta: 14:51:48, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5460, top5_acc: 0.7618, loss_cls: 2.0045, loss: 2.0045, grad_norm: 2.4208 2020-09-11 23:55:54,667 - mmaction - INFO - Epoch [75][300/627] lr: 6.000e-02, eta: 14:51:26, time: 1.112, data_time: 0.002, memory: 8471, top1_acc: 0.5353, top5_acc: 0.7632, loss_cls: 2.0220, loss: 2.0220, grad_norm: 2.4091 2020-09-11 23:56:16,982 - mmaction - INFO - Epoch [75][320/627] lr: 6.000e-02, eta: 14:51:02, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5388, top5_acc: 0.7589, loss_cls: 2.0007, loss: 2.0007, grad_norm: 2.4250 2020-09-11 23:56:39,280 - mmaction - INFO - Epoch [75][340/627] lr: 6.000e-02, eta: 14:50:40, time: 1.119, data_time: 0.019, memory: 8471, top1_acc: 0.5243, top5_acc: 0.7520, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.4382 2020-09-11 23:57:01,621 - mmaction - INFO - Epoch [75][360/627] lr: 6.000e-02, eta: 14:50:17, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.5219, top5_acc: 0.7480, loss_cls: 2.0854, loss: 2.0854, grad_norm: 2.3700 2020-09-11 23:57:23,929 - mmaction - INFO - Epoch [75][380/627] lr: 6.000e-02, eta: 14:49:54, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.5285, top5_acc: 0.7563, loss_cls: 2.0471, loss: 2.0471, grad_norm: 2.4233 2020-09-11 23:57:46,190 - mmaction - INFO - Epoch [75][400/627] lr: 6.000e-02, eta: 14:49:31, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5254, top5_acc: 0.7526, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.4323 2020-09-11 23:58:08,364 - mmaction - INFO - Epoch [75][420/627] lr: 6.000e-02, eta: 14:49:08, time: 1.107, data_time: 0.011, memory: 8471, top1_acc: 0.5396, top5_acc: 0.7579, loss_cls: 2.0376, loss: 2.0376, grad_norm: 2.3739 2020-09-11 23:58:30,772 - mmaction - INFO - Epoch [75][440/627] lr: 6.000e-02, eta: 14:48:45, time: 1.126, data_time: 0.013, memory: 8471, top1_acc: 0.5314, top5_acc: 0.7546, loss_cls: 2.0178, loss: 2.0178, grad_norm: 2.3585 2020-09-11 23:58:53,025 - mmaction - INFO - Epoch [75][460/627] lr: 6.000e-02, eta: 14:48:22, time: 1.104, data_time: 0.004, memory: 8471, top1_acc: 0.5379, top5_acc: 0.7596, loss_cls: 2.0163, loss: 2.0163, grad_norm: 2.3665 2020-09-11 23:59:15,307 - mmaction - INFO - Epoch [75][480/627] lr: 6.000e-02, eta: 14:48:00, time: 1.123, data_time: 0.015, memory: 8471, top1_acc: 0.5267, top5_acc: 0.7538, loss_cls: 2.0514, loss: 2.0514, grad_norm: 2.4154 2020-09-11 23:59:37,623 - mmaction - INFO - Epoch [75][500/627] lr: 6.000e-02, eta: 14:47:37, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.5370, top5_acc: 0.7572, loss_cls: 2.0278, loss: 2.0278, grad_norm: 2.3688 2020-09-11 23:59:59,947 - mmaction - INFO - Epoch [75][520/627] lr: 6.000e-02, eta: 14:47:14, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.5255, top5_acc: 0.7527, loss_cls: 2.0686, loss: 2.0686, grad_norm: 2.4053 2020-09-12 00:00:22,251 - mmaction - INFO - Epoch [75][540/627] lr: 6.000e-02, eta: 14:46:51, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5272, top5_acc: 0.7492, loss_cls: 2.0809, loss: 2.0809, grad_norm: 2.4467 2020-09-12 00:00:44,494 - mmaction - INFO - Epoch [75][560/627] lr: 6.000e-02, eta: 14:46:28, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5245, top5_acc: 0.7590, loss_cls: 2.0521, loss: 2.0521, grad_norm: 2.4118 2020-09-12 00:01:06,738 - mmaction - INFO - Epoch [75][580/627] lr: 6.000e-02, eta: 14:46:05, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7527, loss_cls: 2.0669, loss: 2.0669, grad_norm: 2.4087 2020-09-12 00:01:29,044 - mmaction - INFO - Epoch [75][600/627] lr: 6.000e-02, eta: 14:45:42, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7517, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.3867 2020-09-12 00:01:51,325 - mmaction - INFO - Epoch [75][620/627] lr: 6.000e-02, eta: 14:45:19, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7499, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.3610 2020-09-12 00:02:10,181 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-09-12 00:03:17,303 - mmaction - INFO - Epoch [76][20/627] lr: 6.000e-02, eta: 14:45:24, time: 3.286, data_time: 2.105, memory: 8471, top1_acc: 0.5402, top5_acc: 0.7535, loss_cls: 2.0297, loss: 2.0297, grad_norm: 2.3902 2020-09-12 00:03:39,448 - mmaction - INFO - Epoch [76][40/627] lr: 6.000e-02, eta: 14:45:01, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5293, top5_acc: 0.7637, loss_cls: 2.0084, loss: 2.0084, grad_norm: 2.3861 2020-09-12 00:04:01,659 - mmaction - INFO - Epoch [76][60/627] lr: 6.000e-02, eta: 14:44:38, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5280, top5_acc: 0.7540, loss_cls: 2.0317, loss: 2.0317, grad_norm: 2.3808 2020-09-12 00:04:23,831 - mmaction - INFO - Epoch [76][80/627] lr: 6.000e-02, eta: 14:44:15, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5301, top5_acc: 0.7618, loss_cls: 2.0176, loss: 2.0176, grad_norm: 2.4004 2020-09-12 00:04:45,956 - mmaction - INFO - Epoch [76][100/627] lr: 6.000e-02, eta: 14:43:52, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.5358, top5_acc: 0.7557, loss_cls: 2.0386, loss: 2.0386, grad_norm: 2.4040 2020-09-12 00:05:08,312 - mmaction - INFO - Epoch [76][120/627] lr: 6.000e-02, eta: 14:43:29, time: 1.120, data_time: 0.008, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7595, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.4128 2020-09-12 00:05:30,495 - mmaction - INFO - Epoch [76][140/627] lr: 6.000e-02, eta: 14:43:06, time: 1.102, data_time: 0.007, memory: 8471, top1_acc: 0.5411, top5_acc: 0.7656, loss_cls: 1.9743, loss: 1.9743, grad_norm: 2.3530 2020-09-12 00:05:52,702 - mmaction - INFO - Epoch [76][160/627] lr: 6.000e-02, eta: 14:42:43, time: 1.110, data_time: 0.017, memory: 8471, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 1.9965, loss: 1.9965, grad_norm: 2.3918 2020-09-12 00:06:14,885 - mmaction - INFO - Epoch [76][180/627] lr: 6.000e-02, eta: 14:42:20, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.5258, top5_acc: 0.7525, loss_cls: 2.0202, loss: 2.0202, grad_norm: 2.3932 2020-09-12 00:06:37,054 - mmaction - INFO - Epoch [76][200/627] lr: 6.000e-02, eta: 14:41:57, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5409, top5_acc: 0.7630, loss_cls: 1.9977, loss: 1.9977, grad_norm: 2.3919 2020-09-12 00:06:59,355 - mmaction - INFO - Epoch [76][220/627] lr: 6.000e-02, eta: 14:41:34, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5438, top5_acc: 0.7608, loss_cls: 1.9990, loss: 1.9990, grad_norm: 2.3964 2020-09-12 00:07:21,589 - mmaction - INFO - Epoch [76][240/627] lr: 6.000e-02, eta: 14:41:11, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.5378, top5_acc: 0.7539, loss_cls: 2.0228, loss: 2.0228, grad_norm: 2.3915 2020-09-12 00:07:43,793 - mmaction - INFO - Epoch [76][260/627] lr: 6.000e-02, eta: 14:40:48, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5444, top5_acc: 0.7569, loss_cls: 2.0099, loss: 2.0099, grad_norm: 2.3804 2020-09-12 00:08:06,016 - mmaction - INFO - Epoch [76][280/627] lr: 6.000e-02, eta: 14:40:25, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7480, loss_cls: 2.0694, loss: 2.0694, grad_norm: 2.4039 2020-09-12 00:08:28,328 - mmaction - INFO - Epoch [76][300/627] lr: 6.000e-02, eta: 14:40:02, time: 1.125, data_time: 0.015, memory: 8471, top1_acc: 0.5340, top5_acc: 0.7522, loss_cls: 2.0506, loss: 2.0506, grad_norm: 2.3875 2020-09-12 00:08:50,527 - mmaction - INFO - Epoch [76][320/627] lr: 6.000e-02, eta: 14:39:39, time: 1.101, data_time: 0.002, memory: 8471, top1_acc: 0.5379, top5_acc: 0.7564, loss_cls: 2.0294, loss: 2.0294, grad_norm: 2.4005 2020-09-12 00:09:12,744 - mmaction - INFO - Epoch [76][340/627] lr: 6.000e-02, eta: 14:39:16, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.5281, top5_acc: 0.7490, loss_cls: 2.0508, loss: 2.0508, grad_norm: 2.4246 2020-09-12 00:09:34,979 - mmaction - INFO - Epoch [76][360/627] lr: 6.000e-02, eta: 14:38:53, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5293, top5_acc: 0.7555, loss_cls: 2.0551, loss: 2.0551, grad_norm: 2.3608 2020-09-12 00:09:57,195 - mmaction - INFO - Epoch [76][380/627] lr: 6.000e-02, eta: 14:38:30, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5380, top5_acc: 0.7600, loss_cls: 2.0059, loss: 2.0059, grad_norm: 2.3902 2020-09-12 00:10:19,393 - mmaction - INFO - Epoch [76][400/627] lr: 6.000e-02, eta: 14:38:07, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7560, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.3931 2020-09-12 00:10:41,734 - mmaction - INFO - Epoch [76][420/627] lr: 6.000e-02, eta: 14:37:44, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7556, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.3743 2020-09-12 00:11:04,096 - mmaction - INFO - Epoch [76][440/627] lr: 6.000e-02, eta: 14:37:21, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5353, top5_acc: 0.7582, loss_cls: 2.0168, loss: 2.0168, grad_norm: 2.3941 2020-09-12 00:11:26,325 - mmaction - INFO - Epoch [76][460/627] lr: 6.000e-02, eta: 14:36:59, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.5311, top5_acc: 0.7591, loss_cls: 2.0470, loss: 2.0470, grad_norm: 2.3820 2020-09-12 00:11:48,520 - mmaction - INFO - Epoch [76][480/627] lr: 6.000e-02, eta: 14:36:36, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5230, top5_acc: 0.7495, loss_cls: 2.0679, loss: 2.0679, grad_norm: 2.4131 2020-09-12 00:12:10,826 - mmaction - INFO - Epoch [76][500/627] lr: 6.000e-02, eta: 14:36:13, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7553, loss_cls: 2.0369, loss: 2.0369, grad_norm: 2.4126 2020-09-12 00:12:33,043 - mmaction - INFO - Epoch [76][520/627] lr: 6.000e-02, eta: 14:35:50, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.5387, top5_acc: 0.7577, loss_cls: 2.0252, loss: 2.0252, grad_norm: 2.3922 2020-09-12 00:12:55,358 - mmaction - INFO - Epoch [76][540/627] lr: 6.000e-02, eta: 14:35:27, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5402, top5_acc: 0.7543, loss_cls: 2.0338, loss: 2.0338, grad_norm: 2.3778 2020-09-12 00:13:17,579 - mmaction - INFO - Epoch [76][560/627] lr: 6.000e-02, eta: 14:35:04, time: 1.113, data_time: 0.013, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7526, loss_cls: 2.0563, loss: 2.0563, grad_norm: 2.4050 2020-09-12 00:13:39,804 - mmaction - INFO - Epoch [76][580/627] lr: 6.000e-02, eta: 14:34:41, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5341, top5_acc: 0.7622, loss_cls: 2.0184, loss: 2.0184, grad_norm: 2.4019 2020-09-12 00:14:02,070 - mmaction - INFO - Epoch [76][600/627] lr: 6.000e-02, eta: 14:34:18, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5267, top5_acc: 0.7505, loss_cls: 2.0864, loss: 2.0864, grad_norm: 2.4017 2020-09-12 00:14:24,431 - mmaction - INFO - Epoch [76][620/627] lr: 6.000e-02, eta: 14:33:55, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5344, top5_acc: 0.7654, loss_cls: 2.0207, loss: 2.0207, grad_norm: 2.3310 2020-09-12 00:15:04,680 - mmaction - INFO - Epoch [77][20/627] lr: 6.000e-02, eta: 14:33:28, time: 1.701, data_time: 0.536, memory: 8471, top1_acc: 0.5268, top5_acc: 0.7530, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.3778 2020-09-12 00:15:26,865 - mmaction - INFO - Epoch [77][40/627] lr: 6.000e-02, eta: 14:33:05, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5393, top5_acc: 0.7626, loss_cls: 2.0060, loss: 2.0060, grad_norm: 2.3711 2020-09-12 00:15:49,021 - mmaction - INFO - Epoch [77][60/627] lr: 6.000e-02, eta: 14:32:42, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5509, top5_acc: 0.7721, loss_cls: 1.9519, loss: 1.9519, grad_norm: 2.3494 2020-09-12 00:16:11,287 - mmaction - INFO - Epoch [77][80/627] lr: 6.000e-02, eta: 14:32:19, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.5293, top5_acc: 0.7678, loss_cls: 2.0393, loss: 2.0393, grad_norm: 2.4313 2020-09-12 00:16:33,542 - mmaction - INFO - Epoch [77][100/627] lr: 6.000e-02, eta: 14:31:56, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5413, top5_acc: 0.7568, loss_cls: 2.0232, loss: 2.0232, grad_norm: 2.3814 2020-09-12 00:16:55,721 - mmaction - INFO - Epoch [77][120/627] lr: 6.000e-02, eta: 14:31:33, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5436, top5_acc: 0.7611, loss_cls: 2.0107, loss: 2.0107, grad_norm: 2.3788 2020-09-12 00:17:17,969 - mmaction - INFO - Epoch [77][140/627] lr: 6.000e-02, eta: 14:31:10, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7647, loss_cls: 1.9983, loss: 1.9983, grad_norm: 2.3900 2020-09-12 00:17:40,197 - mmaction - INFO - Epoch [77][160/627] lr: 6.000e-02, eta: 14:30:47, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5449, top5_acc: 0.7612, loss_cls: 1.9696, loss: 1.9696, grad_norm: 2.3388 2020-09-12 00:18:02,377 - mmaction - INFO - Epoch [77][180/627] lr: 6.000e-02, eta: 14:30:24, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.5444, top5_acc: 0.7639, loss_cls: 2.0023, loss: 2.0023, grad_norm: 2.3985 2020-09-12 00:18:24,759 - mmaction - INFO - Epoch [77][200/627] lr: 6.000e-02, eta: 14:30:01, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7663, loss_cls: 2.0098, loss: 2.0098, grad_norm: 2.4189 2020-09-12 00:18:46,998 - mmaction - INFO - Epoch [77][220/627] lr: 6.000e-02, eta: 14:29:38, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5337, top5_acc: 0.7540, loss_cls: 2.0249, loss: 2.0249, grad_norm: 2.3867 2020-09-12 00:19:09,218 - mmaction - INFO - Epoch [77][240/627] lr: 6.000e-02, eta: 14:29:15, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5421, top5_acc: 0.7665, loss_cls: 1.9882, loss: 1.9882, grad_norm: 2.4256 2020-09-12 00:19:31,577 - mmaction - INFO - Epoch [77][260/627] lr: 6.000e-02, eta: 14:28:53, time: 1.116, data_time: 0.002, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7540, loss_cls: 2.0289, loss: 2.0289, grad_norm: 2.3829 2020-09-12 00:19:53,768 - mmaction - INFO - Epoch [77][280/627] lr: 6.000e-02, eta: 14:28:30, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5443, top5_acc: 0.7689, loss_cls: 1.9851, loss: 1.9851, grad_norm: 2.4103 2020-09-12 00:20:16,013 - mmaction - INFO - Epoch [77][300/627] lr: 6.000e-02, eta: 14:28:07, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5337, top5_acc: 0.7628, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.4221 2020-09-12 00:20:38,330 - mmaction - INFO - Epoch [77][320/627] lr: 6.000e-02, eta: 14:27:44, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.5289, top5_acc: 0.7507, loss_cls: 2.0573, loss: 2.0573, grad_norm: 2.4082 2020-09-12 00:21:00,567 - mmaction - INFO - Epoch [77][340/627] lr: 6.000e-02, eta: 14:27:21, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5395, top5_acc: 0.7586, loss_cls: 2.0217, loss: 2.0217, grad_norm: 2.3702 2020-09-12 00:21:22,873 - mmaction - INFO - Epoch [77][360/627] lr: 6.000e-02, eta: 14:26:58, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.5367, top5_acc: 0.7570, loss_cls: 2.0167, loss: 2.0167, grad_norm: 2.4039 2020-09-12 00:21:45,137 - mmaction - INFO - Epoch [77][380/627] lr: 6.000e-02, eta: 14:26:35, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7527, loss_cls: 2.0566, loss: 2.0566, grad_norm: 2.3838 2020-09-12 00:22:07,399 - mmaction - INFO - Epoch [77][400/627] lr: 6.000e-02, eta: 14:26:12, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5187, top5_acc: 0.7561, loss_cls: 2.0867, loss: 2.0867, grad_norm: 2.4823 2020-09-12 00:22:29,659 - mmaction - INFO - Epoch [77][420/627] lr: 6.000e-02, eta: 14:25:49, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7589, loss_cls: 2.0472, loss: 2.0472, grad_norm: 2.3386 2020-09-12 00:22:51,969 - mmaction - INFO - Epoch [77][440/627] lr: 6.000e-02, eta: 14:25:26, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.5315, top5_acc: 0.7522, loss_cls: 2.0470, loss: 2.0470, grad_norm: 2.3594 2020-09-12 00:23:14,204 - mmaction - INFO - Epoch [77][460/627] lr: 6.000e-02, eta: 14:25:03, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5318, top5_acc: 0.7594, loss_cls: 2.0205, loss: 2.0205, grad_norm: 2.3829 2020-09-12 00:23:36,380 - mmaction - INFO - Epoch [77][480/627] lr: 6.000e-02, eta: 14:24:40, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5353, top5_acc: 0.7539, loss_cls: 2.0475, loss: 2.0475, grad_norm: 2.3901 2020-09-12 00:23:58,566 - mmaction - INFO - Epoch [77][500/627] lr: 6.000e-02, eta: 14:24:17, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5331, top5_acc: 0.7553, loss_cls: 2.0296, loss: 2.0296, grad_norm: 2.4064 2020-09-12 00:24:20,834 - mmaction - INFO - Epoch [77][520/627] lr: 6.000e-02, eta: 14:23:55, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.5426, top5_acc: 0.7608, loss_cls: 1.9829, loss: 1.9829, grad_norm: 2.3278 2020-09-12 00:24:43,058 - mmaction - INFO - Epoch [77][540/627] lr: 6.000e-02, eta: 14:23:32, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5380, top5_acc: 0.7618, loss_cls: 2.0014, loss: 2.0014, grad_norm: 2.3865 2020-09-12 00:25:05,284 - mmaction - INFO - Epoch [77][560/627] lr: 6.000e-02, eta: 14:23:09, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5229, top5_acc: 0.7587, loss_cls: 2.0705, loss: 2.0705, grad_norm: 2.4495 2020-09-12 00:25:27,544 - mmaction - INFO - Epoch [77][580/627] lr: 6.000e-02, eta: 14:22:46, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7538, loss_cls: 2.0687, loss: 2.0687, grad_norm: 2.4149 2020-09-12 00:25:49,767 - mmaction - INFO - Epoch [77][600/627] lr: 6.000e-02, eta: 14:22:23, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5253, top5_acc: 0.7512, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.3779 2020-09-12 00:26:12,015 - mmaction - INFO - Epoch [77][620/627] lr: 6.000e-02, eta: 14:22:00, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5255, top5_acc: 0.7536, loss_cls: 2.0701, loss: 2.0701, grad_norm: 2.4087 2020-09-12 00:26:52,398 - mmaction - INFO - Epoch [78][20/627] lr: 6.000e-02, eta: 14:21:33, time: 1.703, data_time: 0.533, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7635, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.4121 2020-09-12 00:27:14,660 - mmaction - INFO - Epoch [78][40/627] lr: 6.000e-02, eta: 14:21:10, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5401, top5_acc: 0.7616, loss_cls: 1.9812, loss: 1.9812, grad_norm: 2.3601 2020-09-12 00:27:36,818 - mmaction - INFO - Epoch [78][60/627] lr: 6.000e-02, eta: 14:20:47, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5451, top5_acc: 0.7655, loss_cls: 1.9782, loss: 1.9782, grad_norm: 2.3727 2020-09-12 00:27:59,009 - mmaction - INFO - Epoch [78][80/627] lr: 6.000e-02, eta: 14:20:24, time: 1.107, data_time: 0.013, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9856, loss: 1.9856, grad_norm: 2.3984 2020-09-12 00:28:21,346 - mmaction - INFO - Epoch [78][100/627] lr: 6.000e-02, eta: 14:20:01, time: 1.124, data_time: 0.014, memory: 8471, top1_acc: 0.5306, top5_acc: 0.7570, loss_cls: 2.0458, loss: 2.0458, grad_norm: 2.4080 2020-09-12 00:28:43,676 - mmaction - INFO - Epoch [78][120/627] lr: 6.000e-02, eta: 14:19:38, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5281, top5_acc: 0.7556, loss_cls: 2.0515, loss: 2.0515, grad_norm: 2.4224 2020-09-12 00:29:05,991 - mmaction - INFO - Epoch [78][140/627] lr: 6.000e-02, eta: 14:19:15, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5366, top5_acc: 0.7501, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.3998 2020-09-12 00:29:28,222 - mmaction - INFO - Epoch [78][160/627] lr: 6.000e-02, eta: 14:18:52, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5406, top5_acc: 0.7677, loss_cls: 1.9922, loss: 1.9922, grad_norm: 2.4111 2020-09-12 00:29:50,511 - mmaction - INFO - Epoch [78][180/627] lr: 6.000e-02, eta: 14:18:29, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5396, top5_acc: 0.7572, loss_cls: 2.0310, loss: 2.0310, grad_norm: 2.3863 2020-09-12 00:30:12,762 - mmaction - INFO - Epoch [78][200/627] lr: 6.000e-02, eta: 14:18:06, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5434, top5_acc: 0.7594, loss_cls: 2.0075, loss: 2.0075, grad_norm: 2.3846 2020-09-12 00:30:35,085 - mmaction - INFO - Epoch [78][220/627] lr: 6.000e-02, eta: 14:17:44, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5361, top5_acc: 0.7630, loss_cls: 2.0039, loss: 2.0039, grad_norm: 2.4090 2020-09-12 00:30:57,303 - mmaction - INFO - Epoch [78][240/627] lr: 6.000e-02, eta: 14:17:21, time: 1.109, data_time: 0.013, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7608, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.4228 2020-09-12 00:31:19,594 - mmaction - INFO - Epoch [78][260/627] lr: 6.000e-02, eta: 14:16:58, time: 1.119, data_time: 0.014, memory: 8471, top1_acc: 0.5208, top5_acc: 0.7549, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.4581 2020-09-12 00:31:41,802 - mmaction - INFO - Epoch [78][280/627] lr: 6.000e-02, eta: 14:16:35, time: 1.109, data_time: 0.014, memory: 8471, top1_acc: 0.5430, top5_acc: 0.7609, loss_cls: 2.0028, loss: 2.0028, grad_norm: 2.3610 2020-09-12 00:32:04,139 - mmaction - INFO - Epoch [78][300/627] lr: 6.000e-02, eta: 14:16:12, time: 1.118, data_time: 0.021, memory: 8471, top1_acc: 0.5370, top5_acc: 0.7596, loss_cls: 2.0228, loss: 2.0228, grad_norm: 2.4356 2020-09-12 00:32:26,366 - mmaction - INFO - Epoch [78][320/627] lr: 6.000e-02, eta: 14:15:49, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.5249, top5_acc: 0.7542, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.4571 2020-09-12 00:32:48,576 - mmaction - INFO - Epoch [78][340/627] lr: 6.000e-02, eta: 14:15:26, time: 1.110, data_time: 0.014, memory: 8471, top1_acc: 0.5375, top5_acc: 0.7598, loss_cls: 2.0074, loss: 2.0074, grad_norm: 2.3645 2020-09-12 00:33:10,857 - mmaction - INFO - Epoch [78][360/627] lr: 6.000e-02, eta: 14:15:03, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.5276, top5_acc: 0.7490, loss_cls: 2.0620, loss: 2.0620, grad_norm: 2.4280 2020-09-12 00:33:33,030 - mmaction - INFO - Epoch [78][380/627] lr: 6.000e-02, eta: 14:14:40, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5331, top5_acc: 0.7589, loss_cls: 2.0304, loss: 2.0304, grad_norm: 2.4298 2020-09-12 00:33:55,370 - mmaction - INFO - Epoch [78][400/627] lr: 6.000e-02, eta: 14:14:17, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7579, loss_cls: 2.0212, loss: 2.0212, grad_norm: 2.3991 2020-09-12 00:34:17,599 - mmaction - INFO - Epoch [78][420/627] lr: 6.000e-02, eta: 14:13:55, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.5359, top5_acc: 0.7599, loss_cls: 2.0040, loss: 2.0040, grad_norm: 2.3955 2020-09-12 00:34:39,852 - mmaction - INFO - Epoch [78][440/627] lr: 6.000e-02, eta: 14:13:32, time: 1.108, data_time: 0.002, memory: 8471, top1_acc: 0.5236, top5_acc: 0.7530, loss_cls: 2.0679, loss: 2.0679, grad_norm: 2.4248 2020-09-12 00:35:02,178 - mmaction - INFO - Epoch [78][460/627] lr: 6.000e-02, eta: 14:13:09, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.5380, top5_acc: 0.7617, loss_cls: 2.0221, loss: 2.0221, grad_norm: 2.4146 2020-09-12 00:35:24,347 - mmaction - INFO - Epoch [78][480/627] lr: 6.000e-02, eta: 14:12:46, time: 1.106, data_time: 0.017, memory: 8471, top1_acc: 0.5206, top5_acc: 0.7478, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.4454 2020-09-12 00:35:46,533 - mmaction - INFO - Epoch [78][500/627] lr: 6.000e-02, eta: 14:12:23, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.5236, top5_acc: 0.7551, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.3969 2020-09-12 00:36:08,729 - mmaction - INFO - Epoch [78][520/627] lr: 6.000e-02, eta: 14:12:00, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5350, top5_acc: 0.7594, loss_cls: 2.0210, loss: 2.0210, grad_norm: 2.3851 2020-09-12 00:36:30,937 - mmaction - INFO - Epoch [78][540/627] lr: 6.000e-02, eta: 14:11:37, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5443, top5_acc: 0.7651, loss_cls: 1.9870, loss: 1.9870, grad_norm: 2.3629 2020-09-12 00:36:53,268 - mmaction - INFO - Epoch [78][560/627] lr: 6.000e-02, eta: 14:11:14, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.5363, top5_acc: 0.7635, loss_cls: 2.0134, loss: 2.0134, grad_norm: 2.4108 2020-09-12 00:37:15,460 - mmaction - INFO - Epoch [78][580/627] lr: 6.000e-02, eta: 14:10:51, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.5410, top5_acc: 0.7643, loss_cls: 1.9987, loss: 1.9987, grad_norm: 2.4044 2020-09-12 00:37:37,696 - mmaction - INFO - Epoch [78][600/627] lr: 6.000e-02, eta: 14:10:28, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7530, loss_cls: 2.0435, loss: 2.0435, grad_norm: 2.4116 2020-09-12 00:38:00,006 - mmaction - INFO - Epoch [78][620/627] lr: 6.000e-02, eta: 14:10:05, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7556, loss_cls: 2.0660, loss: 2.0660, grad_norm: 2.3892 2020-09-12 00:38:40,437 - mmaction - INFO - Epoch [79][20/627] lr: 6.000e-02, eta: 14:09:38, time: 1.702, data_time: 0.542, memory: 8471, top1_acc: 0.5385, top5_acc: 0.7712, loss_cls: 1.9532, loss: 1.9532, grad_norm: 2.3837 2020-09-12 00:39:02,714 - mmaction - INFO - Epoch [79][40/627] lr: 6.000e-02, eta: 14:09:15, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7551, loss_cls: 2.0606, loss: 2.0606, grad_norm: 2.4427 2020-09-12 00:39:24,950 - mmaction - INFO - Epoch [79][60/627] lr: 6.000e-02, eta: 14:08:52, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.5370, top5_acc: 0.7598, loss_cls: 2.0379, loss: 2.0379, grad_norm: 2.3987 2020-09-12 00:39:47,227 - mmaction - INFO - Epoch [79][80/627] lr: 6.000e-02, eta: 14:08:29, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5435, top5_acc: 0.7656, loss_cls: 1.9958, loss: 1.9958, grad_norm: 2.3804 2020-09-12 00:40:09,433 - mmaction - INFO - Epoch [79][100/627] lr: 6.000e-02, eta: 14:08:06, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5383, top5_acc: 0.7620, loss_cls: 2.0040, loss: 2.0040, grad_norm: 2.4017 2020-09-12 00:40:31,679 - mmaction - INFO - Epoch [79][120/627] lr: 6.000e-02, eta: 14:07:43, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5460, top5_acc: 0.7612, loss_cls: 1.9670, loss: 1.9670, grad_norm: 2.3793 2020-09-12 00:40:53,919 - mmaction - INFO - Epoch [79][140/627] lr: 6.000e-02, eta: 14:07:21, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5392, top5_acc: 0.7647, loss_cls: 2.0042, loss: 2.0042, grad_norm: 2.4229 2020-09-12 00:41:16,142 - mmaction - INFO - Epoch [79][160/627] lr: 6.000e-02, eta: 14:06:58, time: 1.111, data_time: 0.013, memory: 8471, top1_acc: 0.5376, top5_acc: 0.7639, loss_cls: 2.0105, loss: 2.0105, grad_norm: 2.4349 2020-09-12 00:41:38,530 - mmaction - INFO - Epoch [79][180/627] lr: 6.000e-02, eta: 14:06:35, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.5432, top5_acc: 0.7539, loss_cls: 2.0265, loss: 2.0265, grad_norm: 2.3834 2020-09-12 00:42:00,880 - mmaction - INFO - Epoch [79][200/627] lr: 6.000e-02, eta: 14:06:12, time: 1.123, data_time: 0.009, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7582, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.3780 2020-09-12 00:42:23,177 - mmaction - INFO - Epoch [79][220/627] lr: 6.000e-02, eta: 14:05:49, time: 1.114, data_time: 0.003, memory: 8471, top1_acc: 0.5401, top5_acc: 0.7522, loss_cls: 2.0188, loss: 2.0188, grad_norm: 2.3888 2020-09-12 00:42:45,393 - mmaction - INFO - Epoch [79][240/627] lr: 6.000e-02, eta: 14:05:26, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5346, top5_acc: 0.7570, loss_cls: 1.9987, loss: 1.9987, grad_norm: 2.4226 2020-09-12 00:43:07,620 - mmaction - INFO - Epoch [79][260/627] lr: 6.000e-02, eta: 14:05:03, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5410, top5_acc: 0.7643, loss_cls: 1.9895, loss: 1.9895, grad_norm: 2.3819 2020-09-12 00:43:29,835 - mmaction - INFO - Epoch [79][280/627] lr: 6.000e-02, eta: 14:04:40, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5275, top5_acc: 0.7542, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.4503 2020-09-12 00:43:52,114 - mmaction - INFO - Epoch [79][300/627] lr: 6.000e-02, eta: 14:04:17, time: 1.105, data_time: 0.003, memory: 8471, top1_acc: 0.5375, top5_acc: 0.7595, loss_cls: 2.0284, loss: 2.0284, grad_norm: 2.4102 2020-09-12 00:44:14,349 - mmaction - INFO - Epoch [79][320/627] lr: 6.000e-02, eta: 14:03:55, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0433, loss: 2.0433, grad_norm: 2.3995 2020-09-12 00:44:36,492 - mmaction - INFO - Epoch [79][340/627] lr: 6.000e-02, eta: 14:03:31, time: 1.099, data_time: 0.008, memory: 8471, top1_acc: 0.5405, top5_acc: 0.7650, loss_cls: 1.9868, loss: 1.9868, grad_norm: 2.4277 2020-09-12 00:44:58,755 - mmaction - INFO - Epoch [79][360/627] lr: 6.000e-02, eta: 14:03:09, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7507, loss_cls: 2.0601, loss: 2.0601, grad_norm: 2.4300 2020-09-12 00:45:21,028 - mmaction - INFO - Epoch [79][380/627] lr: 6.000e-02, eta: 14:02:46, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7616, loss_cls: 2.0273, loss: 2.0273, grad_norm: 2.3762 2020-09-12 00:45:43,315 - mmaction - INFO - Epoch [79][400/627] lr: 6.000e-02, eta: 14:02:23, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5337, top5_acc: 0.7576, loss_cls: 2.0118, loss: 2.0118, grad_norm: 2.4034 2020-09-12 00:46:05,599 - mmaction - INFO - Epoch [79][420/627] lr: 6.000e-02, eta: 14:02:00, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5228, top5_acc: 0.7496, loss_cls: 2.0805, loss: 2.0805, grad_norm: 2.4472 2020-09-12 00:46:27,879 - mmaction - INFO - Epoch [79][440/627] lr: 6.000e-02, eta: 14:01:37, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5284, top5_acc: 0.7600, loss_cls: 2.0256, loss: 2.0256, grad_norm: 2.4351 2020-09-12 00:46:50,116 - mmaction - INFO - Epoch [79][460/627] lr: 6.000e-02, eta: 14:01:14, time: 1.116, data_time: 0.017, memory: 8471, top1_acc: 0.5354, top5_acc: 0.7568, loss_cls: 2.0524, loss: 2.0524, grad_norm: 2.4153 2020-09-12 00:47:12,321 - mmaction - INFO - Epoch [79][480/627] lr: 6.000e-02, eta: 14:00:51, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5402, top5_acc: 0.7655, loss_cls: 2.0010, loss: 2.0010, grad_norm: 2.3744 2020-09-12 00:47:34,654 - mmaction - INFO - Epoch [79][500/627] lr: 6.000e-02, eta: 14:00:28, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.5363, top5_acc: 0.7612, loss_cls: 2.0196, loss: 2.0196, grad_norm: 2.3991 2020-09-12 00:47:56,896 - mmaction - INFO - Epoch [79][520/627] lr: 6.000e-02, eta: 14:00:06, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.5318, top5_acc: 0.7527, loss_cls: 2.0554, loss: 2.0554, grad_norm: 2.3872 2020-09-12 00:48:19,115 - mmaction - INFO - Epoch [79][540/627] lr: 6.000e-02, eta: 13:59:43, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.5384, top5_acc: 0.7624, loss_cls: 2.0198, loss: 2.0198, grad_norm: 2.3541 2020-09-12 00:48:41,369 - mmaction - INFO - Epoch [79][560/627] lr: 6.000e-02, eta: 13:59:20, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5257, top5_acc: 0.7553, loss_cls: 2.0545, loss: 2.0545, grad_norm: 2.4349 2020-09-12 00:49:03,576 - mmaction - INFO - Epoch [79][580/627] lr: 6.000e-02, eta: 13:58:57, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5368, top5_acc: 0.7591, loss_cls: 2.0195, loss: 2.0195, grad_norm: 2.3725 2020-09-12 00:49:25,878 - mmaction - INFO - Epoch [79][600/627] lr: 6.000e-02, eta: 13:58:34, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.5353, top5_acc: 0.7503, loss_cls: 2.0566, loss: 2.0566, grad_norm: 2.3880 2020-09-12 00:49:48,072 - mmaction - INFO - Epoch [79][620/627] lr: 6.000e-02, eta: 13:58:11, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.5383, top5_acc: 0.7573, loss_cls: 2.0155, loss: 2.0155, grad_norm: 2.3973 2020-09-12 00:50:28,141 - mmaction - INFO - Epoch [80][20/627] lr: 6.000e-02, eta: 13:57:43, time: 1.690, data_time: 0.549, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7639, loss_cls: 1.9974, loss: 1.9974, grad_norm: 2.4294 2020-09-12 00:50:50,349 - mmaction - INFO - Epoch [80][40/627] lr: 6.000e-02, eta: 13:57:20, time: 1.104, data_time: 0.010, memory: 8471, top1_acc: 0.5314, top5_acc: 0.7583, loss_cls: 2.0362, loss: 2.0362, grad_norm: 2.4360 2020-09-12 00:51:12,569 - mmaction - INFO - Epoch [80][60/627] lr: 6.000e-02, eta: 13:56:58, time: 1.118, data_time: 0.015, memory: 8471, top1_acc: 0.5285, top5_acc: 0.7615, loss_cls: 2.0150, loss: 2.0150, grad_norm: 2.4082 2020-09-12 00:51:34,870 - mmaction - INFO - Epoch [80][80/627] lr: 6.000e-02, eta: 13:56:35, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5490, top5_acc: 0.7647, loss_cls: 1.9696, loss: 1.9696, grad_norm: 2.3643 2020-09-12 00:51:57,155 - mmaction - INFO - Epoch [80][100/627] lr: 6.000e-02, eta: 13:56:12, time: 1.120, data_time: 0.010, memory: 8471, top1_acc: 0.5315, top5_acc: 0.7583, loss_cls: 2.0102, loss: 2.0102, grad_norm: 2.4309 2020-09-12 00:52:19,396 - mmaction - INFO - Epoch [80][120/627] lr: 6.000e-02, eta: 13:55:49, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5451, top5_acc: 0.7651, loss_cls: 1.9985, loss: 1.9985, grad_norm: 2.4341 2020-09-12 00:52:41,808 - mmaction - INFO - Epoch [80][140/627] lr: 6.000e-02, eta: 13:55:26, time: 1.122, data_time: 0.009, memory: 8471, top1_acc: 0.5426, top5_acc: 0.7599, loss_cls: 2.0003, loss: 2.0003, grad_norm: 2.3752 2020-09-12 00:53:03,980 - mmaction - INFO - Epoch [80][160/627] lr: 6.000e-02, eta: 13:55:03, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5234, top5_acc: 0.7526, loss_cls: 2.0486, loss: 2.0486, grad_norm: 2.4612 2020-09-12 00:53:26,294 - mmaction - INFO - Epoch [80][180/627] lr: 6.000e-02, eta: 13:54:40, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5376, top5_acc: 0.7645, loss_cls: 1.9991, loss: 1.9991, grad_norm: 2.4316 2020-09-12 00:53:48,507 - mmaction - INFO - Epoch [80][200/627] lr: 6.000e-02, eta: 13:54:17, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5396, top5_acc: 0.7622, loss_cls: 2.0003, loss: 2.0003, grad_norm: 2.3939 2020-09-12 00:54:10,792 - mmaction - INFO - Epoch [80][220/627] lr: 6.000e-02, eta: 13:53:54, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.5430, top5_acc: 0.7608, loss_cls: 2.0079, loss: 2.0079, grad_norm: 2.3757 2020-09-12 00:54:33,183 - mmaction - INFO - Epoch [80][240/627] lr: 6.000e-02, eta: 13:53:32, time: 1.128, data_time: 0.013, memory: 8471, top1_acc: 0.5366, top5_acc: 0.7612, loss_cls: 1.9947, loss: 1.9947, grad_norm: 2.3690 2020-09-12 00:54:55,503 - mmaction - INFO - Epoch [80][260/627] lr: 6.000e-02, eta: 13:53:09, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7592, loss_cls: 2.0161, loss: 2.0161, grad_norm: 2.4263 2020-09-12 00:55:17,813 - mmaction - INFO - Epoch [80][280/627] lr: 6.000e-02, eta: 13:52:46, time: 1.120, data_time: 0.010, memory: 8471, top1_acc: 0.5398, top5_acc: 0.7624, loss_cls: 2.0001, loss: 2.0001, grad_norm: 2.4057 2020-09-12 00:55:40,070 - mmaction - INFO - Epoch [80][300/627] lr: 6.000e-02, eta: 13:52:23, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5301, top5_acc: 0.7587, loss_cls: 2.0327, loss: 2.0327, grad_norm: 2.4073 2020-09-12 00:56:02,236 - mmaction - INFO - Epoch [80][320/627] lr: 6.000e-02, eta: 13:52:00, time: 1.102, data_time: 0.009, memory: 8471, top1_acc: 0.5419, top5_acc: 0.7612, loss_cls: 2.0142, loss: 2.0142, grad_norm: 2.4207 2020-09-12 00:56:24,557 - mmaction - INFO - Epoch [80][340/627] lr: 6.000e-02, eta: 13:51:37, time: 1.124, data_time: 0.011, memory: 8471, top1_acc: 0.5276, top5_acc: 0.7552, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.3814 2020-09-12 00:56:46,886 - mmaction - INFO - Epoch [80][360/627] lr: 6.000e-02, eta: 13:51:15, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.5417, top5_acc: 0.7612, loss_cls: 2.0047, loss: 2.0047, grad_norm: 2.3972 2020-09-12 00:57:09,155 - mmaction - INFO - Epoch [80][380/627] lr: 6.000e-02, eta: 13:50:52, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5462, top5_acc: 0.7630, loss_cls: 1.9942, loss: 1.9942, grad_norm: 2.3985 2020-09-12 00:57:31,448 - mmaction - INFO - Epoch [80][400/627] lr: 6.000e-02, eta: 13:50:29, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5303, top5_acc: 0.7536, loss_cls: 2.0536, loss: 2.0536, grad_norm: 2.4440 2020-09-12 00:57:53,697 - mmaction - INFO - Epoch [80][420/627] lr: 6.000e-02, eta: 13:50:06, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5273, top5_acc: 0.7496, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.4302 2020-09-12 00:58:15,978 - mmaction - INFO - Epoch [80][440/627] lr: 6.000e-02, eta: 13:49:43, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5323, top5_acc: 0.7599, loss_cls: 2.0209, loss: 2.0209, grad_norm: 2.4124 2020-09-12 00:58:38,183 - mmaction - INFO - Epoch [80][460/627] lr: 6.000e-02, eta: 13:49:20, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5400, top5_acc: 0.7604, loss_cls: 2.0244, loss: 2.0244, grad_norm: 2.3828 2020-09-12 00:59:00,392 - mmaction - INFO - Epoch [80][480/627] lr: 6.000e-02, eta: 13:48:57, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5388, top5_acc: 0.7568, loss_cls: 2.0307, loss: 2.0307, grad_norm: 2.3608 2020-09-12 00:59:22,699 - mmaction - INFO - Epoch [80][500/627] lr: 6.000e-02, eta: 13:48:34, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.5312, top5_acc: 0.7565, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.3657 2020-09-12 00:59:44,950 - mmaction - INFO - Epoch [80][520/627] lr: 6.000e-02, eta: 13:48:11, time: 1.118, data_time: 0.017, memory: 8471, top1_acc: 0.5314, top5_acc: 0.7611, loss_cls: 2.0327, loss: 2.0327, grad_norm: 2.4033 2020-09-12 01:00:07,264 - mmaction - INFO - Epoch [80][540/627] lr: 6.000e-02, eta: 13:47:49, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.5344, top5_acc: 0.7628, loss_cls: 2.0036, loss: 2.0036, grad_norm: 2.3926 2020-09-12 01:00:29,527 - mmaction - INFO - Epoch [80][560/627] lr: 6.000e-02, eta: 13:47:26, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.5400, top5_acc: 0.7599, loss_cls: 2.0272, loss: 2.0272, grad_norm: 2.4245 2020-09-12 01:00:51,769 - mmaction - INFO - Epoch [80][580/627] lr: 6.000e-02, eta: 13:47:03, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5453, top5_acc: 0.7579, loss_cls: 2.0111, loss: 2.0111, grad_norm: 2.3706 2020-09-12 01:01:14,160 - mmaction - INFO - Epoch [80][600/627] lr: 6.000e-02, eta: 13:46:40, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5318, top5_acc: 0.7617, loss_cls: 2.0392, loss: 2.0392, grad_norm: 2.4278 2020-09-12 01:01:36,257 - mmaction - INFO - Epoch [80][620/627] lr: 6.000e-02, eta: 13:46:17, time: 1.114, data_time: 0.016, memory: 8471, top1_acc: 0.5327, top5_acc: 0.7591, loss_cls: 2.0363, loss: 2.0363, grad_norm: 2.4038 2020-09-12 01:02:02,373 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-09-12 01:03:05,112 - mmaction - INFO - Epoch [81][20/627] lr: 6.000e-02, eta: 13:46:13, time: 3.056, data_time: 1.862, memory: 8471, top1_acc: 0.5444, top5_acc: 0.7626, loss_cls: 2.0169, loss: 2.0169, grad_norm: 2.3958 2020-09-12 01:03:27,311 - mmaction - INFO - Epoch [81][40/627] lr: 6.000e-02, eta: 13:45:50, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5499, top5_acc: 0.7674, loss_cls: 1.9766, loss: 1.9766, grad_norm: 2.4020 2020-09-12 01:03:49,400 - mmaction - INFO - Epoch [81][60/627] lr: 6.000e-02, eta: 13:45:27, time: 1.098, data_time: 0.006, memory: 8471, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9719, loss: 1.9719, grad_norm: 2.3883 2020-09-12 01:04:11,566 - mmaction - INFO - Epoch [81][80/627] lr: 6.000e-02, eta: 13:45:04, time: 1.108, data_time: 0.016, memory: 8471, top1_acc: 0.5467, top5_acc: 0.7637, loss_cls: 1.9678, loss: 1.9678, grad_norm: 2.3785 2020-09-12 01:04:33,796 - mmaction - INFO - Epoch [81][100/627] lr: 6.000e-02, eta: 13:44:41, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.5415, top5_acc: 0.7616, loss_cls: 2.0013, loss: 2.0013, grad_norm: 2.3872 2020-09-12 01:04:56,047 - mmaction - INFO - Epoch [81][120/627] lr: 6.000e-02, eta: 13:44:19, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.5471, top5_acc: 0.7693, loss_cls: 1.9617, loss: 1.9617, grad_norm: 2.3926 2020-09-12 01:05:18,317 - mmaction - INFO - Epoch [81][140/627] lr: 6.000e-02, eta: 13:43:56, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5430, top5_acc: 0.7600, loss_cls: 2.0058, loss: 2.0058, grad_norm: 2.3815 2020-09-12 01:05:40,544 - mmaction - INFO - Epoch [81][160/627] lr: 6.000e-02, eta: 13:43:33, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7525, loss_cls: 2.0561, loss: 2.0561, grad_norm: 2.4201 2020-09-12 01:06:02,768 - mmaction - INFO - Epoch [81][180/627] lr: 6.000e-02, eta: 13:43:10, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.5445, top5_acc: 0.7659, loss_cls: 1.9778, loss: 1.9778, grad_norm: 2.4040 2020-09-12 01:06:24,983 - mmaction - INFO - Epoch [81][200/627] lr: 6.000e-02, eta: 13:42:47, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5346, top5_acc: 0.7509, loss_cls: 2.0585, loss: 2.0585, grad_norm: 2.4153 2020-09-12 01:06:47,232 - mmaction - INFO - Epoch [81][220/627] lr: 6.000e-02, eta: 13:42:24, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5452, top5_acc: 0.7612, loss_cls: 2.0077, loss: 2.0077, grad_norm: 2.3843 2020-09-12 01:07:09,504 - mmaction - INFO - Epoch [81][240/627] lr: 6.000e-02, eta: 13:42:01, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.5477, top5_acc: 0.7643, loss_cls: 1.9558, loss: 1.9558, grad_norm: 2.3585 2020-09-12 01:07:31,735 - mmaction - INFO - Epoch [81][260/627] lr: 6.000e-02, eta: 13:41:38, time: 1.113, data_time: 0.013, memory: 8471, top1_acc: 0.5309, top5_acc: 0.7523, loss_cls: 2.0510, loss: 2.0510, grad_norm: 2.4513 2020-09-12 01:07:53,939 - mmaction - INFO - Epoch [81][280/627] lr: 6.000e-02, eta: 13:41:15, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.5370, top5_acc: 0.7547, loss_cls: 2.0432, loss: 2.0432, grad_norm: 2.4311 2020-09-12 01:08:16,140 - mmaction - INFO - Epoch [81][300/627] lr: 6.000e-02, eta: 13:40:52, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.5280, top5_acc: 0.7521, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.4210 2020-09-12 01:08:38,335 - mmaction - INFO - Epoch [81][320/627] lr: 6.000e-02, eta: 13:40:29, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7595, loss_cls: 2.0219, loss: 2.0219, grad_norm: 2.3808 2020-09-12 01:09:00,574 - mmaction - INFO - Epoch [81][340/627] lr: 6.000e-02, eta: 13:40:06, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7599, loss_cls: 2.0119, loss: 2.0119, grad_norm: 2.3880 2020-09-12 01:09:22,762 - mmaction - INFO - Epoch [81][360/627] lr: 6.000e-02, eta: 13:39:44, time: 1.117, data_time: 0.017, memory: 8471, top1_acc: 0.5401, top5_acc: 0.7635, loss_cls: 2.0033, loss: 2.0033, grad_norm: 2.4218 2020-09-12 01:09:45,068 - mmaction - INFO - Epoch [81][380/627] lr: 6.000e-02, eta: 13:39:21, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.5414, top5_acc: 0.7592, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.4103 2020-09-12 01:10:07,362 - mmaction - INFO - Epoch [81][400/627] lr: 6.000e-02, eta: 13:38:58, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.3817 2020-09-12 01:10:29,619 - mmaction - INFO - Epoch [81][420/627] lr: 6.000e-02, eta: 13:38:35, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.5371, top5_acc: 0.7566, loss_cls: 2.0190, loss: 2.0190, grad_norm: 2.4033 2020-09-12 01:10:52,003 - mmaction - INFO - Epoch [81][440/627] lr: 6.000e-02, eta: 13:38:12, time: 1.119, data_time: 0.006, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7583, loss_cls: 2.0373, loss: 2.0373, grad_norm: 2.3835 2020-09-12 01:11:14,206 - mmaction - INFO - Epoch [81][460/627] lr: 6.000e-02, eta: 13:37:49, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5216, top5_acc: 0.7478, loss_cls: 2.0739, loss: 2.0739, grad_norm: 2.4235 2020-09-12 01:11:36,372 - mmaction - INFO - Epoch [81][480/627] lr: 6.000e-02, eta: 13:37:26, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5316, top5_acc: 0.7608, loss_cls: 2.0333, loss: 2.0333, grad_norm: 2.3807 2020-09-12 01:11:58,706 - mmaction - INFO - Epoch [81][500/627] lr: 6.000e-02, eta: 13:37:03, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7693, loss_cls: 2.0015, loss: 2.0015, grad_norm: 2.4077 2020-09-12 01:12:20,954 - mmaction - INFO - Epoch [81][520/627] lr: 6.000e-02, eta: 13:36:40, time: 1.104, data_time: 0.008, memory: 8471, top1_acc: 0.5319, top5_acc: 0.7581, loss_cls: 2.0277, loss: 2.0277, grad_norm: 2.4046 2020-09-12 01:12:43,158 - mmaction - INFO - Epoch [81][540/627] lr: 6.000e-02, eta: 13:36:18, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.5233, top5_acc: 0.7505, loss_cls: 2.0678, loss: 2.0678, grad_norm: 2.4021 2020-09-12 01:13:05,387 - mmaction - INFO - Epoch [81][560/627] lr: 6.000e-02, eta: 13:35:55, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5327, top5_acc: 0.7632, loss_cls: 2.0234, loss: 2.0234, grad_norm: 2.3607 2020-09-12 01:13:27,705 - mmaction - INFO - Epoch [81][580/627] lr: 6.000e-02, eta: 13:35:32, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5264, top5_acc: 0.7525, loss_cls: 2.0640, loss: 2.0640, grad_norm: 2.3777 2020-09-12 01:13:50,045 - mmaction - INFO - Epoch [81][600/627] lr: 6.000e-02, eta: 13:35:09, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5422, top5_acc: 0.7664, loss_cls: 1.9847, loss: 1.9847, grad_norm: 2.3527 2020-09-12 01:14:12,292 - mmaction - INFO - Epoch [81][620/627] lr: 6.000e-02, eta: 13:34:46, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7553, loss_cls: 2.0434, loss: 2.0434, grad_norm: 2.4068 2020-09-12 01:14:52,372 - mmaction - INFO - Epoch [82][20/627] lr: 6.000e-02, eta: 13:34:19, time: 1.694, data_time: 0.507, memory: 8471, top1_acc: 0.5372, top5_acc: 0.7594, loss_cls: 2.0066, loss: 2.0066, grad_norm: 2.4144 2020-09-12 01:15:14,570 - mmaction - INFO - Epoch [82][40/627] lr: 6.000e-02, eta: 13:33:56, time: 1.102, data_time: 0.008, memory: 8471, top1_acc: 0.5401, top5_acc: 0.7639, loss_cls: 1.9944, loss: 1.9944, grad_norm: 2.4055 2020-09-12 01:15:36,848 - mmaction - INFO - Epoch [82][60/627] lr: 6.000e-02, eta: 13:33:33, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.5401, top5_acc: 0.7659, loss_cls: 1.9763, loss: 1.9763, grad_norm: 2.3812 2020-09-12 01:15:59,061 - mmaction - INFO - Epoch [82][80/627] lr: 6.000e-02, eta: 13:33:10, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5404, top5_acc: 0.7638, loss_cls: 1.9895, loss: 1.9895, grad_norm: 2.4027 2020-09-12 01:16:21,342 - mmaction - INFO - Epoch [82][100/627] lr: 6.000e-02, eta: 13:32:47, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 1.9853, loss: 1.9853, grad_norm: 2.3806 2020-09-12 01:16:43,632 - mmaction - INFO - Epoch [82][120/627] lr: 6.000e-02, eta: 13:32:24, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.5431, top5_acc: 0.7641, loss_cls: 1.9891, loss: 1.9891, grad_norm: 2.3959 2020-09-12 01:17:05,836 - mmaction - INFO - Epoch [82][140/627] lr: 6.000e-02, eta: 13:32:01, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5382, top5_acc: 0.7634, loss_cls: 1.9971, loss: 1.9971, grad_norm: 2.3960 2020-09-12 01:17:28,130 - mmaction - INFO - Epoch [82][160/627] lr: 6.000e-02, eta: 13:31:38, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5458, top5_acc: 0.7559, loss_cls: 1.9972, loss: 1.9972, grad_norm: 2.3777 2020-09-12 01:17:50,388 - mmaction - INFO - Epoch [82][180/627] lr: 6.000e-02, eta: 13:31:15, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.5350, top5_acc: 0.7613, loss_cls: 2.0226, loss: 2.0226, grad_norm: 2.4295 2020-09-12 01:18:12,656 - mmaction - INFO - Epoch [82][200/627] lr: 6.000e-02, eta: 13:30:53, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5368, top5_acc: 0.7599, loss_cls: 2.0101, loss: 2.0101, grad_norm: 2.3810 2020-09-12 01:18:34,937 - mmaction - INFO - Epoch [82][220/627] lr: 6.000e-02, eta: 13:30:30, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5471, top5_acc: 0.7723, loss_cls: 1.9746, loss: 1.9746, grad_norm: 2.3827 2020-09-12 01:18:57,226 - mmaction - INFO - Epoch [82][240/627] lr: 6.000e-02, eta: 13:30:07, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7596, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.4077 2020-09-12 01:19:19,502 - mmaction - INFO - Epoch [82][260/627] lr: 6.000e-02, eta: 13:29:44, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7538, loss_cls: 2.0521, loss: 2.0521, grad_norm: 2.3954 2020-09-12 01:19:41,714 - mmaction - INFO - Epoch [82][280/627] lr: 6.000e-02, eta: 13:29:21, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.5392, top5_acc: 0.7655, loss_cls: 2.0215, loss: 2.0215, grad_norm: 2.3824 2020-09-12 01:20:03,981 - mmaction - INFO - Epoch [82][300/627] lr: 6.000e-02, eta: 13:28:58, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.5478, top5_acc: 0.7677, loss_cls: 1.9775, loss: 1.9775, grad_norm: 2.3979 2020-09-12 01:20:26,105 - mmaction - INFO - Epoch [82][320/627] lr: 6.000e-02, eta: 13:28:35, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.5326, top5_acc: 0.7518, loss_cls: 2.0557, loss: 2.0557, grad_norm: 2.4114 2020-09-12 01:20:48,318 - mmaction - INFO - Epoch [82][340/627] lr: 6.000e-02, eta: 13:28:12, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5354, top5_acc: 0.7633, loss_cls: 2.0232, loss: 2.0232, grad_norm: 2.3745 2020-09-12 01:21:10,634 - mmaction - INFO - Epoch [82][360/627] lr: 6.000e-02, eta: 13:27:49, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.5319, top5_acc: 0.7600, loss_cls: 2.0266, loss: 2.0266, grad_norm: 2.3892 2020-09-12 01:21:32,980 - mmaction - INFO - Epoch [82][380/627] lr: 6.000e-02, eta: 13:27:27, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.5380, top5_acc: 0.7605, loss_cls: 2.0325, loss: 2.0325, grad_norm: 2.3815 2020-09-12 01:21:55,298 - mmaction - INFO - Epoch [82][400/627] lr: 6.000e-02, eta: 13:27:04, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.5331, top5_acc: 0.7616, loss_cls: 2.0309, loss: 2.0309, grad_norm: 2.4147 2020-09-12 01:22:17,579 - mmaction - INFO - Epoch [82][420/627] lr: 6.000e-02, eta: 13:26:41, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.5316, top5_acc: 0.7602, loss_cls: 2.0191, loss: 2.0191, grad_norm: 2.4057 2020-09-12 01:22:39,920 - mmaction - INFO - Epoch [82][440/627] lr: 6.000e-02, eta: 13:26:18, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0552, loss: 2.0552, grad_norm: 2.4108 2020-09-12 01:23:02,175 - mmaction - INFO - Epoch [82][460/627] lr: 6.000e-02, eta: 13:25:55, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5328, top5_acc: 0.7543, loss_cls: 2.0300, loss: 2.0300, grad_norm: 2.3630 2020-09-12 01:23:24,350 - mmaction - INFO - Epoch [82][480/627] lr: 6.000e-02, eta: 13:25:32, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.5344, top5_acc: 0.7530, loss_cls: 2.0323, loss: 2.0323, grad_norm: 2.3828 2020-09-12 01:23:46,572 - mmaction - INFO - Epoch [82][500/627] lr: 6.000e-02, eta: 13:25:09, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5316, top5_acc: 0.7589, loss_cls: 2.0197, loss: 2.0197, grad_norm: 2.4251 2020-09-12 01:24:08,785 - mmaction - INFO - Epoch [82][520/627] lr: 6.000e-02, eta: 13:24:46, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.5234, top5_acc: 0.7536, loss_cls: 2.0750, loss: 2.0750, grad_norm: 2.4184 2020-09-12 01:24:30,989 - mmaction - INFO - Epoch [82][540/627] lr: 6.000e-02, eta: 13:24:24, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7546, loss_cls: 2.0472, loss: 2.0472, grad_norm: 2.3865 2020-09-12 01:24:53,271 - mmaction - INFO - Epoch [82][560/627] lr: 6.000e-02, eta: 13:24:01, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5225, top5_acc: 0.7424, loss_cls: 2.1219, loss: 2.1219, grad_norm: 2.4540 2020-09-12 01:25:15,633 - mmaction - INFO - Epoch [82][580/627] lr: 6.000e-02, eta: 13:23:38, time: 1.121, data_time: 0.007, memory: 8471, top1_acc: 0.5408, top5_acc: 0.7652, loss_cls: 1.9950, loss: 1.9950, grad_norm: 2.3778 2020-09-12 01:25:37,926 - mmaction - INFO - Epoch [82][600/627] lr: 6.000e-02, eta: 13:23:15, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7573, loss_cls: 2.0151, loss: 2.0151, grad_norm: 2.3925 2020-09-12 01:26:00,232 - mmaction - INFO - Epoch [82][620/627] lr: 6.000e-02, eta: 13:22:52, time: 1.123, data_time: 0.011, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7591, loss_cls: 2.0411, loss: 2.0411, grad_norm: 2.4021 2020-09-12 01:26:40,535 - mmaction - INFO - Epoch [83][20/627] lr: 6.000e-02, eta: 13:22:25, time: 1.698, data_time: 0.509, memory: 8471, top1_acc: 0.5296, top5_acc: 0.7566, loss_cls: 2.0358, loss: 2.0358, grad_norm: 2.4438 2020-09-12 01:27:02,718 - mmaction - INFO - Epoch [83][40/627] lr: 6.000e-02, eta: 13:22:02, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5445, top5_acc: 0.7663, loss_cls: 1.9872, loss: 1.9872, grad_norm: 2.3913 2020-09-12 01:27:24,969 - mmaction - INFO - Epoch [83][60/627] lr: 6.000e-02, eta: 13:21:39, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.5479, top5_acc: 0.7622, loss_cls: 1.9650, loss: 1.9650, grad_norm: 2.4021 2020-09-12 01:27:47,213 - mmaction - INFO - Epoch [83][80/627] lr: 6.000e-02, eta: 13:21:16, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.5474, top5_acc: 0.7689, loss_cls: 1.9768, loss: 1.9768, grad_norm: 2.3930 2020-09-12 01:28:09,484 - mmaction - INFO - Epoch [83][100/627] lr: 6.000e-02, eta: 13:20:53, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7613, loss_cls: 2.0201, loss: 2.0201, grad_norm: 2.4242 2020-09-12 01:28:31,940 - mmaction - INFO - Epoch [83][120/627] lr: 6.000e-02, eta: 13:20:30, time: 1.123, data_time: 0.004, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7626, loss_cls: 2.0170, loss: 2.0170, grad_norm: 2.4205 2020-09-12 01:28:54,177 - mmaction - INFO - Epoch [83][140/627] lr: 6.000e-02, eta: 13:20:07, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7579, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.3813 2020-09-12 01:29:16,489 - mmaction - INFO - Epoch [83][160/627] lr: 6.000e-02, eta: 13:19:45, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.5379, top5_acc: 0.7650, loss_cls: 2.0059, loss: 2.0059, grad_norm: 2.4202 2020-09-12 01:29:38,765 - mmaction - INFO - Epoch [83][180/627] lr: 6.000e-02, eta: 13:19:22, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5404, top5_acc: 0.7598, loss_cls: 1.9948, loss: 1.9948, grad_norm: 2.4475 2020-09-12 01:30:01,163 - mmaction - INFO - Epoch [83][200/627] lr: 6.000e-02, eta: 13:18:59, time: 1.124, data_time: 0.016, memory: 8471, top1_acc: 0.5411, top5_acc: 0.7665, loss_cls: 1.9926, loss: 1.9926, grad_norm: 2.3970 2020-09-12 01:30:23,410 - mmaction - INFO - Epoch [83][220/627] lr: 6.000e-02, eta: 13:18:36, time: 1.109, data_time: 0.002, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7634, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.3915 2020-09-12 01:30:45,686 - mmaction - INFO - Epoch [83][240/627] lr: 6.000e-02, eta: 13:18:13, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5462, top5_acc: 0.7629, loss_cls: 1.9867, loss: 1.9867, grad_norm: 2.3777 2020-09-12 01:31:07,949 - mmaction - INFO - Epoch [83][260/627] lr: 6.000e-02, eta: 13:17:50, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.5384, top5_acc: 0.7540, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.4267 2020-09-12 01:31:30,206 - mmaction - INFO - Epoch [83][280/627] lr: 6.000e-02, eta: 13:17:28, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5410, top5_acc: 0.7573, loss_cls: 2.0140, loss: 2.0140, grad_norm: 2.3819 2020-09-12 01:31:52,480 - mmaction - INFO - Epoch [83][300/627] lr: 6.000e-02, eta: 13:17:05, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.5484, top5_acc: 0.7684, loss_cls: 1.9671, loss: 1.9671, grad_norm: 2.3973 2020-09-12 01:32:14,802 - mmaction - INFO - Epoch [83][320/627] lr: 6.000e-02, eta: 13:16:42, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.5426, top5_acc: 0.7622, loss_cls: 2.0091, loss: 2.0091, grad_norm: 2.3811 2020-09-12 01:32:37,163 - mmaction - INFO - Epoch [83][340/627] lr: 6.000e-02, eta: 13:16:19, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7651, loss_cls: 2.0071, loss: 2.0071, grad_norm: 2.4176 2020-09-12 01:32:59,431 - mmaction - INFO - Epoch [83][360/627] lr: 6.000e-02, eta: 13:15:56, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5401, top5_acc: 0.7650, loss_cls: 1.9941, loss: 1.9941, grad_norm: 2.3656 2020-09-12 01:33:21,631 - mmaction - INFO - Epoch [83][380/627] lr: 6.000e-02, eta: 13:15:33, time: 1.105, data_time: 0.003, memory: 8471, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.0947, loss: 2.0947, grad_norm: 2.4261 2020-09-12 01:33:43,856 - mmaction - INFO - Epoch [83][400/627] lr: 6.000e-02, eta: 13:15:10, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.5413, top5_acc: 0.7669, loss_cls: 2.0050, loss: 2.0050, grad_norm: 2.4369 2020-09-12 01:34:06,199 - mmaction - INFO - Epoch [83][420/627] lr: 6.000e-02, eta: 13:14:48, time: 1.122, data_time: 0.012, memory: 8471, top1_acc: 0.5387, top5_acc: 0.7608, loss_cls: 1.9998, loss: 1.9998, grad_norm: 2.4132 2020-09-12 01:34:28,483 - mmaction - INFO - Epoch [83][440/627] lr: 6.000e-02, eta: 13:14:25, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5353, top5_acc: 0.7607, loss_cls: 2.0348, loss: 2.0348, grad_norm: 2.4168 2020-09-12 01:34:50,756 - mmaction - INFO - Epoch [83][460/627] lr: 6.000e-02, eta: 13:14:02, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.5426, top5_acc: 0.7641, loss_cls: 2.0115, loss: 2.0115, grad_norm: 2.3869 2020-09-12 01:35:12,991 - mmaction - INFO - Epoch [83][480/627] lr: 6.000e-02, eta: 13:13:39, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5288, top5_acc: 0.7581, loss_cls: 2.0380, loss: 2.0380, grad_norm: 2.3947 2020-09-12 01:35:35,215 - mmaction - INFO - Epoch [83][500/627] lr: 6.000e-02, eta: 13:13:16, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7643, loss_cls: 2.0117, loss: 2.0117, grad_norm: 2.4310 2020-09-12 01:35:57,499 - mmaction - INFO - Epoch [83][520/627] lr: 6.000e-02, eta: 13:12:53, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.5367, top5_acc: 0.7607, loss_cls: 2.0163, loss: 2.0163, grad_norm: 2.3838 2020-09-12 01:36:19,724 - mmaction - INFO - Epoch [83][540/627] lr: 6.000e-02, eta: 13:12:30, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.5310, top5_acc: 0.7547, loss_cls: 2.0586, loss: 2.0586, grad_norm: 2.4011 2020-09-12 01:36:42,036 - mmaction - INFO - Epoch [83][560/627] lr: 6.000e-02, eta: 13:12:08, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.5320, top5_acc: 0.7581, loss_cls: 2.0286, loss: 2.0286, grad_norm: 2.4122 2020-09-12 01:37:04,330 - mmaction - INFO - Epoch [83][580/627] lr: 6.000e-02, eta: 13:11:45, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5402, top5_acc: 0.7535, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.3952 2020-09-12 01:37:26,509 - mmaction - INFO - Epoch [83][600/627] lr: 6.000e-02, eta: 13:11:22, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.5305, top5_acc: 0.7559, loss_cls: 2.0560, loss: 2.0560, grad_norm: 2.3883 2020-09-12 01:37:48,672 - mmaction - INFO - Epoch [83][620/627] lr: 6.000e-02, eta: 13:10:59, time: 1.104, data_time: 0.011, memory: 8471, top1_acc: 0.5370, top5_acc: 0.7570, loss_cls: 2.0344, loss: 2.0344, grad_norm: 2.4143 2020-09-12 01:38:28,848 - mmaction - INFO - Epoch [84][20/627] lr: 6.000e-02, eta: 13:10:31, time: 1.697, data_time: 0.535, memory: 8471, top1_acc: 0.5383, top5_acc: 0.7608, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.4109 2020-09-12 01:38:51,108 - mmaction - INFO - Epoch [84][40/627] lr: 6.000e-02, eta: 13:10:08, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.5510, top5_acc: 0.7685, loss_cls: 1.9459, loss: 1.9459, grad_norm: 2.3540 2020-09-12 01:39:13,237 - mmaction - INFO - Epoch [84][60/627] lr: 6.000e-02, eta: 13:09:45, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5454, top5_acc: 0.7727, loss_cls: 1.9657, loss: 1.9657, grad_norm: 2.4207 2020-09-12 01:39:35,486 - mmaction - INFO - Epoch [84][80/627] lr: 6.000e-02, eta: 13:09:22, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5404, top5_acc: 0.7553, loss_cls: 2.0244, loss: 2.0244, grad_norm: 2.4151 2020-09-12 01:39:57,835 - mmaction - INFO - Epoch [84][100/627] lr: 6.000e-02, eta: 13:09:00, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.5439, top5_acc: 0.7720, loss_cls: 1.9779, loss: 1.9779, grad_norm: 2.4166 2020-09-12 01:40:20,067 - mmaction - INFO - Epoch [84][120/627] lr: 6.000e-02, eta: 13:08:37, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5378, top5_acc: 0.7570, loss_cls: 2.0270, loss: 2.0270, grad_norm: 2.4506 2020-09-12 01:40:42,342 - mmaction - INFO - Epoch [84][140/627] lr: 6.000e-02, eta: 13:08:14, time: 1.121, data_time: 0.018, memory: 8471, top1_acc: 0.5354, top5_acc: 0.7620, loss_cls: 2.0314, loss: 2.0314, grad_norm: 2.3985 2020-09-12 01:41:04,536 - mmaction - INFO - Epoch [84][160/627] lr: 6.000e-02, eta: 13:07:51, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0029, loss: 2.0029, grad_norm: 2.4001 2020-09-12 01:41:26,746 - mmaction - INFO - Epoch [84][180/627] lr: 6.000e-02, eta: 13:07:28, time: 1.104, data_time: 0.008, memory: 8471, top1_acc: 0.5362, top5_acc: 0.7600, loss_cls: 2.0257, loss: 2.0257, grad_norm: 2.3893 2020-09-12 01:41:49,000 - mmaction - INFO - Epoch [84][200/627] lr: 6.000e-02, eta: 13:07:05, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.5451, top5_acc: 0.7608, loss_cls: 1.9975, loss: 1.9975, grad_norm: 2.3863 2020-09-12 01:42:11,299 - mmaction - INFO - Epoch [84][220/627] lr: 6.000e-02, eta: 13:06:42, time: 1.123, data_time: 0.014, memory: 8471, top1_acc: 0.5339, top5_acc: 0.7607, loss_cls: 2.0251, loss: 2.0251, grad_norm: 2.4224 2020-09-12 01:42:33,507 - mmaction - INFO - Epoch [84][240/627] lr: 6.000e-02, eta: 13:06:19, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.5358, top5_acc: 0.7620, loss_cls: 2.0193, loss: 2.0193, grad_norm: 2.4192 2020-09-12 01:42:55,686 - mmaction - INFO - Epoch [84][260/627] lr: 6.000e-02, eta: 13:05:57, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5466, top5_acc: 0.7665, loss_cls: 1.9762, loss: 1.9762, grad_norm: 2.4034 2020-09-12 01:43:17,969 - mmaction - INFO - Epoch [84][280/627] lr: 6.000e-02, eta: 13:05:34, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7583, loss_cls: 2.0294, loss: 2.0294, grad_norm: 2.4188 2020-09-12 01:43:40,202 - mmaction - INFO - Epoch [84][300/627] lr: 6.000e-02, eta: 13:05:11, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5428, top5_acc: 0.7643, loss_cls: 1.9878, loss: 1.9878, grad_norm: 2.3721 2020-09-12 01:44:02,424 - mmaction - INFO - Epoch [84][320/627] lr: 6.000e-02, eta: 13:04:48, time: 1.101, data_time: 0.005, memory: 8471, top1_acc: 0.5376, top5_acc: 0.7617, loss_cls: 1.9980, loss: 1.9980, grad_norm: 2.4290 2020-09-12 01:44:24,635 - mmaction - INFO - Epoch [84][340/627] lr: 6.000e-02, eta: 13:04:25, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.5443, top5_acc: 0.7603, loss_cls: 2.0045, loss: 2.0045, grad_norm: 2.4394 2020-09-12 01:44:46,931 - mmaction - INFO - Epoch [84][360/627] lr: 6.000e-02, eta: 13:04:02, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.5350, top5_acc: 0.7596, loss_cls: 2.0019, loss: 2.0019, grad_norm: 2.4309 2020-09-12 01:45:09,178 - mmaction - INFO - Epoch [84][380/627] lr: 6.000e-02, eta: 13:03:39, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5349, top5_acc: 0.7556, loss_cls: 2.0442, loss: 2.0442, grad_norm: 2.4061 2020-09-12 01:45:31,356 - mmaction - INFO - Epoch [84][400/627] lr: 6.000e-02, eta: 13:03:16, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7608, loss_cls: 2.0098, loss: 2.0098, grad_norm: 2.3990 2020-09-12 01:45:53,622 - mmaction - INFO - Epoch [84][420/627] lr: 6.000e-02, eta: 13:02:54, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5286, top5_acc: 0.7534, loss_cls: 2.0542, loss: 2.0542, grad_norm: 2.4414 2020-09-12 01:46:15,754 - mmaction - INFO - Epoch [84][440/627] lr: 6.000e-02, eta: 13:02:31, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5376, top5_acc: 0.7616, loss_cls: 2.0075, loss: 2.0075, grad_norm: 2.4153 2020-09-12 01:46:37,906 - mmaction - INFO - Epoch [84][460/627] lr: 6.000e-02, eta: 13:02:08, time: 1.102, data_time: 0.007, memory: 8471, top1_acc: 0.5335, top5_acc: 0.7616, loss_cls: 2.0277, loss: 2.0277, grad_norm: 2.4449 2020-09-12 01:47:00,186 - mmaction - INFO - Epoch [84][480/627] lr: 6.000e-02, eta: 13:01:45, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7561, loss_cls: 2.0400, loss: 2.0400, grad_norm: 2.4598 2020-09-12 01:47:22,476 - mmaction - INFO - Epoch [84][500/627] lr: 6.000e-02, eta: 13:01:22, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5292, top5_acc: 0.7548, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.4024 2020-09-12 01:47:44,759 - mmaction - INFO - Epoch [84][520/627] lr: 6.000e-02, eta: 13:00:59, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0433, loss: 2.0433, grad_norm: 2.3760 2020-09-12 01:48:06,914 - mmaction - INFO - Epoch [84][540/627] lr: 6.000e-02, eta: 13:00:36, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.5383, top5_acc: 0.7629, loss_cls: 2.0011, loss: 2.0011, grad_norm: 2.3847 2020-09-12 01:48:29,286 - mmaction - INFO - Epoch [84][560/627] lr: 6.000e-02, eta: 13:00:13, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.5363, top5_acc: 0.7634, loss_cls: 1.9822, loss: 1.9822, grad_norm: 2.3613 2020-09-12 01:48:51,433 - mmaction - INFO - Epoch [84][580/627] lr: 6.000e-02, eta: 12:59:51, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.5408, top5_acc: 0.7564, loss_cls: 2.0083, loss: 2.0083, grad_norm: 2.3975 2020-09-12 01:49:13,603 - mmaction - INFO - Epoch [84][600/627] lr: 6.000e-02, eta: 12:59:28, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.5355, top5_acc: 0.7552, loss_cls: 2.0620, loss: 2.0620, grad_norm: 2.4005 2020-09-12 01:49:35,926 - mmaction - INFO - Epoch [84][620/627] lr: 6.000e-02, eta: 12:59:05, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5375, top5_acc: 0.7639, loss_cls: 2.0199, loss: 2.0199, grad_norm: 2.3782 2020-09-12 01:50:16,063 - mmaction - INFO - Epoch [85][20/627] lr: 6.000e-02, eta: 12:58:37, time: 1.688, data_time: 0.525, memory: 8471, top1_acc: 0.5457, top5_acc: 0.7607, loss_cls: 1.9918, loss: 1.9918, grad_norm: 2.4151 2020-09-12 01:50:38,241 - mmaction - INFO - Epoch [85][40/627] lr: 6.000e-02, eta: 12:58:14, time: 1.106, data_time: 0.016, memory: 8471, top1_acc: 0.5344, top5_acc: 0.7539, loss_cls: 2.0315, loss: 2.0315, grad_norm: 2.3819 2020-09-12 01:51:00,410 - mmaction - INFO - Epoch [85][60/627] lr: 6.000e-02, eta: 12:57:51, time: 1.117, data_time: 0.016, memory: 8471, top1_acc: 0.5326, top5_acc: 0.7630, loss_cls: 2.0193, loss: 2.0193, grad_norm: 2.4375 2020-09-12 01:51:22,665 - mmaction - INFO - Epoch [85][80/627] lr: 6.000e-02, eta: 12:57:28, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5419, top5_acc: 0.7645, loss_cls: 1.9899, loss: 1.9899, grad_norm: 2.3766 2020-09-12 01:51:44,938 - mmaction - INFO - Epoch [85][100/627] lr: 6.000e-02, eta: 12:57:05, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5406, top5_acc: 0.7612, loss_cls: 1.9959, loss: 1.9959, grad_norm: 2.3828 2020-09-12 01:52:07,203 - mmaction - INFO - Epoch [85][120/627] lr: 6.000e-02, eta: 12:56:43, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5362, top5_acc: 0.7592, loss_cls: 2.0046, loss: 2.0046, grad_norm: 2.3933 2020-09-12 01:52:29,453 - mmaction - INFO - Epoch [85][140/627] lr: 6.000e-02, eta: 12:56:20, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.5469, top5_acc: 0.7691, loss_cls: 1.9634, loss: 1.9634, grad_norm: 2.3899 2020-09-12 01:52:51,693 - mmaction - INFO - Epoch [85][160/627] lr: 6.000e-02, eta: 12:55:57, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5382, top5_acc: 0.7660, loss_cls: 1.9956, loss: 1.9956, grad_norm: 2.4302 2020-09-12 01:53:14,056 - mmaction - INFO - Epoch [85][180/627] lr: 6.000e-02, eta: 12:55:34, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.5365, top5_acc: 0.7605, loss_cls: 2.0086, loss: 2.0086, grad_norm: 2.3809 2020-09-12 01:53:36,164 - mmaction - INFO - Epoch [85][200/627] lr: 6.000e-02, eta: 12:55:11, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.5393, top5_acc: 0.7625, loss_cls: 2.0114, loss: 2.0114, grad_norm: 2.3955 2020-09-12 01:53:58,540 - mmaction - INFO - Epoch [85][220/627] lr: 6.000e-02, eta: 12:54:48, time: 1.120, data_time: 0.010, memory: 8471, top1_acc: 0.5385, top5_acc: 0.7612, loss_cls: 2.0182, loss: 2.0182, grad_norm: 2.4175 2020-09-12 01:54:20,678 - mmaction - INFO - Epoch [85][240/627] lr: 6.000e-02, eta: 12:54:25, time: 1.100, data_time: 0.009, memory: 8471, top1_acc: 0.5388, top5_acc: 0.7632, loss_cls: 2.0044, loss: 2.0044, grad_norm: 2.4331 2020-09-12 01:54:42,960 - mmaction - INFO - Epoch [85][260/627] lr: 6.000e-02, eta: 12:54:03, time: 1.122, data_time: 0.018, memory: 8471, top1_acc: 0.5465, top5_acc: 0.7685, loss_cls: 1.9964, loss: 1.9964, grad_norm: 2.4159 2020-09-12 01:55:05,166 - mmaction - INFO - Epoch [85][280/627] lr: 6.000e-02, eta: 12:53:40, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5335, top5_acc: 0.7557, loss_cls: 2.0282, loss: 2.0282, grad_norm: 2.4248 2020-09-12 01:55:27,416 - mmaction - INFO - Epoch [85][300/627] lr: 6.000e-02, eta: 12:53:17, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.5466, top5_acc: 0.7689, loss_cls: 1.9794, loss: 1.9794, grad_norm: 2.3596 2020-09-12 01:55:49,653 - mmaction - INFO - Epoch [85][320/627] lr: 6.000e-02, eta: 12:52:54, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7629, loss_cls: 2.0107, loss: 2.0107, grad_norm: 2.3989 2020-09-12 01:56:11,833 - mmaction - INFO - Epoch [85][340/627] lr: 6.000e-02, eta: 12:52:31, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7645, loss_cls: 2.0037, loss: 2.0037, grad_norm: 2.4104 2020-09-12 01:56:34,140 - mmaction - INFO - Epoch [85][360/627] lr: 6.000e-02, eta: 12:52:08, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.5247, top5_acc: 0.7517, loss_cls: 2.0682, loss: 2.0682, grad_norm: 2.4467 2020-09-12 01:56:56,292 - mmaction - INFO - Epoch [85][380/627] lr: 6.000e-02, eta: 12:51:45, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.5397, top5_acc: 0.7605, loss_cls: 2.0176, loss: 2.0176, grad_norm: 2.3993 2020-09-12 01:57:18,618 - mmaction - INFO - Epoch [85][400/627] lr: 6.000e-02, eta: 12:51:23, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7549, loss_cls: 2.0416, loss: 2.0416, grad_norm: 2.4440 2020-09-12 01:57:40,899 - mmaction - INFO - Epoch [85][420/627] lr: 6.000e-02, eta: 12:51:00, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5387, top5_acc: 0.7587, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.4131 2020-09-12 01:58:03,146 - mmaction - INFO - Epoch [85][440/627] lr: 6.000e-02, eta: 12:50:37, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.5240, top5_acc: 0.7531, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.4632 2020-09-12 01:58:25,393 - mmaction - INFO - Epoch [85][460/627] lr: 6.000e-02, eta: 12:50:14, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7621, loss_cls: 2.0410, loss: 2.0410, grad_norm: 2.4196 2020-09-12 01:58:47,637 - mmaction - INFO - Epoch [85][480/627] lr: 6.000e-02, eta: 12:49:51, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7626, loss_cls: 2.0127, loss: 2.0127, grad_norm: 2.4234 2020-09-12 01:59:09,898 - mmaction - INFO - Epoch [85][500/627] lr: 6.000e-02, eta: 12:49:28, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.5454, top5_acc: 0.7621, loss_cls: 1.9916, loss: 1.9916, grad_norm: 2.4291 2020-09-12 01:59:32,196 - mmaction - INFO - Epoch [85][520/627] lr: 6.000e-02, eta: 12:49:06, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5322, top5_acc: 0.7566, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.3956 2020-09-12 01:59:54,473 - mmaction - INFO - Epoch [85][540/627] lr: 6.000e-02, eta: 12:48:43, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5400, top5_acc: 0.7645, loss_cls: 1.9969, loss: 1.9969, grad_norm: 2.4049 2020-09-12 02:00:16,815 - mmaction - INFO - Epoch [85][560/627] lr: 6.000e-02, eta: 12:48:20, time: 1.125, data_time: 0.011, memory: 8471, top1_acc: 0.5383, top5_acc: 0.7587, loss_cls: 2.0250, loss: 2.0250, grad_norm: 2.4121 2020-09-12 02:00:39,054 - mmaction - INFO - Epoch [85][580/627] lr: 6.000e-02, eta: 12:47:57, time: 1.101, data_time: 0.008, memory: 8471, top1_acc: 0.5302, top5_acc: 0.7543, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.4161 2020-09-12 02:01:01,368 - mmaction - INFO - Epoch [85][600/627] lr: 6.000e-02, eta: 12:47:34, time: 1.126, data_time: 0.017, memory: 8471, top1_acc: 0.5372, top5_acc: 0.7581, loss_cls: 2.0176, loss: 2.0176, grad_norm: 2.4271 2020-09-12 02:01:23,567 - mmaction - INFO - Epoch [85][620/627] lr: 6.000e-02, eta: 12:47:11, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.5340, top5_acc: 0.7591, loss_cls: 2.0229, loss: 2.0229, grad_norm: 2.3713 2020-09-12 02:01:30,326 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-09-12 02:02:23,350 - mmaction - INFO - Epoch [86][20/627] lr: 6.000e-02, eta: 12:46:57, time: 2.586, data_time: 1.380, memory: 8471, top1_acc: 0.5337, top5_acc: 0.7599, loss_cls: 2.0382, loss: 2.0382, grad_norm: 2.4410 2020-09-12 02:02:45,477 - mmaction - INFO - Epoch [86][40/627] lr: 6.000e-02, eta: 12:46:34, time: 1.115, data_time: 0.014, memory: 8471, top1_acc: 0.5427, top5_acc: 0.7664, loss_cls: 1.9699, loss: 1.9699, grad_norm: 2.3383 2020-09-12 02:03:07,618 - mmaction - INFO - Epoch [86][60/627] lr: 6.000e-02, eta: 12:46:11, time: 1.103, data_time: 0.008, memory: 8471, top1_acc: 0.5400, top5_acc: 0.7630, loss_cls: 1.9940, loss: 1.9940, grad_norm: 2.4523 2020-09-12 02:03:29,804 - mmaction - INFO - Epoch [86][80/627] lr: 6.000e-02, eta: 12:45:49, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.5370, top5_acc: 0.7596, loss_cls: 2.0147, loss: 2.0147, grad_norm: 2.4096 2020-09-12 02:03:52,059 - mmaction - INFO - Epoch [86][100/627] lr: 6.000e-02, eta: 12:45:26, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0240, loss: 2.0240, grad_norm: 2.4092 2020-09-12 02:04:14,289 - mmaction - INFO - Epoch [86][120/627] lr: 6.000e-02, eta: 12:45:03, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.5480, top5_acc: 0.7625, loss_cls: 1.9862, loss: 1.9862, grad_norm: 2.3850 2020-09-12 02:04:36,484 - mmaction - INFO - Epoch [86][140/627] lr: 6.000e-02, eta: 12:44:40, time: 1.103, data_time: 0.016, memory: 8471, top1_acc: 0.5365, top5_acc: 0.7540, loss_cls: 2.0397, loss: 2.0397, grad_norm: 2.4141 2020-09-12 02:04:58,802 - mmaction - INFO - Epoch [86][160/627] lr: 6.000e-02, eta: 12:44:17, time: 1.116, data_time: 0.015, memory: 8471, top1_acc: 0.5423, top5_acc: 0.7568, loss_cls: 2.0093, loss: 2.0093, grad_norm: 2.4105 2020-09-12 02:05:21,147 - mmaction - INFO - Epoch [86][180/627] lr: 6.000e-02, eta: 12:43:54, time: 1.122, data_time: 0.012, memory: 8471, top1_acc: 0.5355, top5_acc: 0.7553, loss_cls: 2.0142, loss: 2.0142, grad_norm: 2.4014 2020-09-12 02:05:43,365 - mmaction - INFO - Epoch [86][200/627] lr: 6.000e-02, eta: 12:43:31, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.5337, top5_acc: 0.7658, loss_cls: 2.0154, loss: 2.0154, grad_norm: 2.4132 2020-09-12 02:06:05,683 - mmaction - INFO - Epoch [86][220/627] lr: 6.000e-02, eta: 12:43:09, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5454, top5_acc: 0.7642, loss_cls: 1.9821, loss: 1.9821, grad_norm: 2.3824 2020-09-12 02:06:28,036 - mmaction - INFO - Epoch [86][240/627] lr: 6.000e-02, eta: 12:42:46, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.5452, top5_acc: 0.7659, loss_cls: 2.0016, loss: 2.0016, grad_norm: 2.3866 2020-09-12 02:06:50,241 - mmaction - INFO - Epoch [86][260/627] lr: 6.000e-02, eta: 12:42:23, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5526, top5_acc: 0.7674, loss_cls: 1.9721, loss: 1.9721, grad_norm: 2.4163 2020-09-12 02:07:12,385 - mmaction - INFO - Epoch [86][280/627] lr: 6.000e-02, eta: 12:42:00, time: 1.099, data_time: 0.008, memory: 8471, top1_acc: 0.5375, top5_acc: 0.7633, loss_cls: 2.0044, loss: 2.0044, grad_norm: 2.4365 2020-09-12 02:07:34,742 - mmaction - INFO - Epoch [86][300/627] lr: 6.000e-02, eta: 12:41:37, time: 1.125, data_time: 0.014, memory: 8471, top1_acc: 0.5409, top5_acc: 0.7656, loss_cls: 2.0042, loss: 2.0042, grad_norm: 2.3759 2020-09-12 02:07:57,041 - mmaction - INFO - Epoch [86][320/627] lr: 6.000e-02, eta: 12:41:14, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.5419, top5_acc: 0.7596, loss_cls: 1.9946, loss: 1.9946, grad_norm: 2.4233 2020-09-12 02:08:19,279 - mmaction - INFO - Epoch [86][340/627] lr: 6.000e-02, eta: 12:40:52, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7605, loss_cls: 2.0214, loss: 2.0214, grad_norm: 2.4271 2020-09-12 02:08:41,503 - mmaction - INFO - Epoch [86][360/627] lr: 6.000e-02, eta: 12:40:29, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5312, top5_acc: 0.7551, loss_cls: 2.0273, loss: 2.0273, grad_norm: 2.4754 2020-09-12 02:09:03,713 - mmaction - INFO - Epoch [86][380/627] lr: 6.000e-02, eta: 12:40:06, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5392, top5_acc: 0.7573, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.4200 2020-09-12 02:09:25,941 - mmaction - INFO - Epoch [86][400/627] lr: 6.000e-02, eta: 12:39:43, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5436, top5_acc: 0.7687, loss_cls: 1.9841, loss: 1.9841, grad_norm: 2.3676 2020-09-12 02:09:48,279 - mmaction - INFO - Epoch [86][420/627] lr: 6.000e-02, eta: 12:39:20, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.5266, top5_acc: 0.7521, loss_cls: 2.0603, loss: 2.0603, grad_norm: 2.4114 2020-09-12 02:10:10,518 - mmaction - INFO - Epoch [86][440/627] lr: 6.000e-02, eta: 12:38:57, time: 1.121, data_time: 0.020, memory: 8471, top1_acc: 0.5384, top5_acc: 0.7572, loss_cls: 2.0183, loss: 2.0183, grad_norm: 2.3970 2020-09-12 02:10:32,781 - mmaction - INFO - Epoch [86][460/627] lr: 6.000e-02, eta: 12:38:35, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.5405, top5_acc: 0.7622, loss_cls: 2.0066, loss: 2.0066, grad_norm: 2.4328 2020-09-12 02:10:55,071 - mmaction - INFO - Epoch [86][480/627] lr: 6.000e-02, eta: 12:38:12, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.5434, top5_acc: 0.7611, loss_cls: 2.0149, loss: 2.0149, grad_norm: 2.4256 2020-09-12 02:11:17,415 - mmaction - INFO - Epoch [86][500/627] lr: 6.000e-02, eta: 12:37:49, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5382, top5_acc: 0.7617, loss_cls: 2.0337, loss: 2.0337, grad_norm: 2.3951 2020-09-12 02:11:39,457 - mmaction - INFO - Epoch [86][520/627] lr: 6.000e-02, eta: 12:37:26, time: 1.103, data_time: 0.005, memory: 8471, top1_acc: 0.5253, top5_acc: 0.7590, loss_cls: 2.0360, loss: 2.0360, grad_norm: 2.4210 2020-09-12 02:12:01,558 - mmaction - INFO - Epoch [86][540/627] lr: 6.000e-02, eta: 12:37:03, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.5348, top5_acc: 0.7525, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.4505 2020-09-12 02:12:23,760 - mmaction - INFO - Epoch [86][560/627] lr: 6.000e-02, eta: 12:36:40, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.5393, top5_acc: 0.7572, loss_cls: 2.0232, loss: 2.0232, grad_norm: 2.3894 2020-09-12 02:12:46,035 - mmaction - INFO - Epoch [86][580/627] lr: 6.000e-02, eta: 12:36:17, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.5309, top5_acc: 0.7625, loss_cls: 2.0310, loss: 2.0310, grad_norm: 2.4162 2020-09-12 02:13:08,298 - mmaction - INFO - Epoch [86][600/627] lr: 6.000e-02, eta: 12:35:54, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7539, loss_cls: 2.0479, loss: 2.0479, grad_norm: 2.4148 2020-09-12 02:13:30,471 - mmaction - INFO - Epoch [86][620/627] lr: 6.000e-02, eta: 12:35:31, time: 1.098, data_time: 0.005, memory: 8471, top1_acc: 0.5478, top5_acc: 0.7578, loss_cls: 1.9999, loss: 1.9999, grad_norm: 2.4080 2020-09-12 02:14:10,329 - mmaction - INFO - Epoch [87][20/627] lr: 6.000e-02, eta: 12:35:03, time: 1.680, data_time: 0.473, memory: 8471, top1_acc: 0.5378, top5_acc: 0.7648, loss_cls: 2.0071, loss: 2.0071, grad_norm: 2.4064 2020-09-12 02:14:32,550 - mmaction - INFO - Epoch [87][40/627] lr: 6.000e-02, eta: 12:34:40, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.5483, top5_acc: 0.7632, loss_cls: 1.9919, loss: 1.9919, grad_norm: 2.4088 2020-09-12 02:14:54,702 - mmaction - INFO - Epoch [87][60/627] lr: 6.000e-02, eta: 12:34:17, time: 1.105, data_time: 0.010, memory: 8471, top1_acc: 0.5464, top5_acc: 0.7633, loss_cls: 1.9793, loss: 1.9793, grad_norm: 2.3818 2020-09-12 02:15:16,938 - mmaction - INFO - Epoch [87][80/627] lr: 6.000e-02, eta: 12:33:55, time: 1.110, data_time: 0.012, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7633, loss_cls: 2.0000, loss: 2.0000, grad_norm: 2.3933 2020-09-12 02:15:39,151 - mmaction - INFO - Epoch [87][100/627] lr: 6.000e-02, eta: 12:33:32, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7615, loss_cls: 1.9909, loss: 1.9909, grad_norm: 2.4522 2020-09-12 02:16:01,478 - mmaction - INFO - Epoch [87][120/627] lr: 6.000e-02, eta: 12:33:09, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.5368, top5_acc: 0.7577, loss_cls: 2.0466, loss: 2.0466, grad_norm: 2.4364 2020-09-12 02:16:23,836 - mmaction - INFO - Epoch [87][140/627] lr: 6.000e-02, eta: 12:32:46, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.5428, top5_acc: 0.7616, loss_cls: 1.9918, loss: 1.9918, grad_norm: 2.4286 2020-09-12 02:16:46,139 - mmaction - INFO - Epoch [87][160/627] lr: 6.000e-02, eta: 12:32:23, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.5454, top5_acc: 0.7671, loss_cls: 1.9716, loss: 1.9716, grad_norm: 2.4163 2020-09-12 02:17:08,381 - mmaction - INFO - Epoch [87][180/627] lr: 6.000e-02, eta: 12:32:00, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.5495, top5_acc: 0.7618, loss_cls: 1.9858, loss: 1.9858, grad_norm: 2.4197 2020-09-12 02:17:30,589 - mmaction - INFO - Epoch [87][200/627] lr: 6.000e-02, eta: 12:31:38, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5401, top5_acc: 0.7590, loss_cls: 2.0079, loss: 2.0079, grad_norm: 2.4173 2020-09-12 02:17:52,991 - mmaction - INFO - Epoch [87][220/627] lr: 6.000e-02, eta: 12:31:15, time: 1.119, data_time: 0.005, memory: 8471, top1_acc: 0.5414, top5_acc: 0.7625, loss_cls: 1.9908, loss: 1.9908, grad_norm: 2.4102 2020-09-12 02:18:15,359 - mmaction - INFO - Epoch [87][240/627] lr: 6.000e-02, eta: 12:30:52, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.5411, top5_acc: 0.7555, loss_cls: 2.0216, loss: 2.0216, grad_norm: 2.4160 2020-09-12 02:18:37,576 - mmaction - INFO - Epoch [87][260/627] lr: 6.000e-02, eta: 12:30:29, time: 1.113, data_time: 0.013, memory: 8471, top1_acc: 0.5365, top5_acc: 0.7600, loss_cls: 2.0218, loss: 2.0218, grad_norm: 2.4109 2020-09-12 02:18:59,823 - mmaction - INFO - Epoch [87][280/627] lr: 6.000e-02, eta: 12:30:06, time: 1.114, data_time: 0.003, memory: 8471, top1_acc: 0.5441, top5_acc: 0.7655, loss_cls: 1.9821, loss: 1.9821, grad_norm: 2.4099 2020-09-12 02:19:22,083 - mmaction - INFO - Epoch [87][300/627] lr: 6.000e-02, eta: 12:29:44, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.5392, top5_acc: 0.7566, loss_cls: 2.0184, loss: 2.0184, grad_norm: 2.4285 2020-09-12 02:19:44,387 - mmaction - INFO - Epoch [87][320/627] lr: 6.000e-02, eta: 12:29:21, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.5395, top5_acc: 0.7648, loss_cls: 2.0101, loss: 2.0101, grad_norm: 2.4117 2020-09-12 02:20:06,502 - mmaction - INFO - Epoch [87][340/627] lr: 6.000e-02, eta: 12:28:58, time: 1.113, data_time: 0.014, memory: 8471, top1_acc: 0.5318, top5_acc: 0.7585, loss_cls: 2.0378, loss: 2.0378, grad_norm: 2.4673 2020-09-12 02:20:28,839 - mmaction - INFO - Epoch [87][360/627] lr: 6.000e-02, eta: 12:28:35, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.5396, top5_acc: 0.7596, loss_cls: 2.0023, loss: 2.0023, grad_norm: 2.4096 2020-09-12 02:20:51,028 - mmaction - INFO - Epoch [87][380/627] lr: 6.000e-02, eta: 12:28:12, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5337, top5_acc: 0.7603, loss_cls: 2.0471, loss: 2.0471, grad_norm: 2.4080 2020-09-12 02:21:13,373 - mmaction - INFO - Epoch [87][400/627] lr: 6.000e-02, eta: 12:27:49, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5362, top5_acc: 0.7592, loss_cls: 2.0207, loss: 2.0207, grad_norm: 2.3965 2020-09-12 02:21:35,803 - mmaction - INFO - Epoch [87][420/627] lr: 6.000e-02, eta: 12:27:27, time: 1.129, data_time: 0.013, memory: 8471, top1_acc: 0.5309, top5_acc: 0.7546, loss_cls: 2.0412, loss: 2.0412, grad_norm: 2.4066 2020-09-12 02:21:58,115 - mmaction - INFO - Epoch [87][440/627] lr: 6.000e-02, eta: 12:27:04, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.5310, top5_acc: 0.7620, loss_cls: 2.0165, loss: 2.0165, grad_norm: 2.4026 2020-09-12 02:22:20,405 - mmaction - INFO - Epoch [87][460/627] lr: 6.000e-02, eta: 12:26:41, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.5389, top5_acc: 0.7650, loss_cls: 1.9941, loss: 1.9941, grad_norm: 2.4108 2020-09-12 02:22:42,821 - mmaction - INFO - Epoch [87][480/627] lr: 6.000e-02, eta: 12:26:18, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.5337, top5_acc: 0.7570, loss_cls: 2.0353, loss: 2.0353, grad_norm: 2.4409 2020-09-12 02:23:05,092 - mmaction - INFO - Epoch [87][500/627] lr: 6.000e-02, eta: 12:25:56, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7551, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.3925 2020-09-12 02:23:27,383 - mmaction - INFO - Epoch [87][520/627] lr: 6.000e-02, eta: 12:25:33, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.5469, top5_acc: 0.7635, loss_cls: 1.9937, loss: 1.9937, grad_norm: 2.3799 2020-09-12 02:23:49,670 - mmaction - INFO - Epoch [87][540/627] lr: 6.000e-02, eta: 12:25:10, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.5503, top5_acc: 0.7711, loss_cls: 1.9738, loss: 1.9738, grad_norm: 2.3630 2020-09-12 02:24:11,819 - mmaction - INFO - Epoch [87][560/627] lr: 6.000e-02, eta: 12:24:47, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5283, top5_acc: 0.7516, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.4698 2020-09-12 02:24:34,075 - mmaction - INFO - Epoch [87][580/627] lr: 6.000e-02, eta: 12:24:24, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5342, top5_acc: 0.7612, loss_cls: 2.0230, loss: 2.0230, grad_norm: 2.3697 2020-09-12 02:24:56,321 - mmaction - INFO - Epoch [87][600/627] lr: 6.000e-02, eta: 12:24:01, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5292, top5_acc: 0.7544, loss_cls: 2.0770, loss: 2.0770, grad_norm: 2.4321 2020-09-12 02:25:18,661 - mmaction - INFO - Epoch [87][620/627] lr: 6.000e-02, eta: 12:23:39, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 1.9859, loss: 1.9859, grad_norm: 2.4130 2020-09-12 02:25:58,884 - mmaction - INFO - Epoch [88][20/627] lr: 6.000e-02, eta: 12:23:11, time: 1.694, data_time: 0.496, memory: 8471, top1_acc: 0.5466, top5_acc: 0.7596, loss_cls: 2.0065, loss: 2.0065, grad_norm: 2.4036 2020-09-12 02:26:21,174 - mmaction - INFO - Epoch [88][40/627] lr: 6.000e-02, eta: 12:22:48, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.5445, top5_acc: 0.7689, loss_cls: 1.9848, loss: 1.9848, grad_norm: 2.4065 2020-09-12 02:26:43,348 - mmaction - INFO - Epoch [88][60/627] lr: 6.000e-02, eta: 12:22:25, time: 1.105, data_time: 0.012, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7643, loss_cls: 2.0113, loss: 2.0113, grad_norm: 2.4195 2020-09-12 02:27:05,636 - mmaction - INFO - Epoch [88][80/627] lr: 6.000e-02, eta: 12:22:02, time: 1.114, data_time: 0.015, memory: 8471, top1_acc: 0.5435, top5_acc: 0.7581, loss_cls: 2.0207, loss: 2.0207, grad_norm: 2.4333 2020-09-12 02:27:27,888 - mmaction - INFO - Epoch [88][100/627] lr: 6.000e-02, eta: 12:21:39, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.5384, top5_acc: 0.7590, loss_cls: 2.0244, loss: 2.0244, grad_norm: 2.3956 2020-09-12 02:27:50,168 - mmaction - INFO - Epoch [88][120/627] lr: 6.000e-02, eta: 12:21:17, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5470, top5_acc: 0.7689, loss_cls: 1.9754, loss: 1.9754, grad_norm: 2.3802 2020-09-12 02:28:12,372 - mmaction - INFO - Epoch [88][140/627] lr: 6.000e-02, eta: 12:20:54, time: 1.111, data_time: 0.002, memory: 8471, top1_acc: 0.5388, top5_acc: 0.7573, loss_cls: 2.0272, loss: 2.0272, grad_norm: 2.3796 2020-09-12 02:28:34,656 - mmaction - INFO - Epoch [88][160/627] lr: 6.000e-02, eta: 12:20:31, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.5421, top5_acc: 0.7648, loss_cls: 2.0066, loss: 2.0066, grad_norm: 2.4229 2020-09-12 02:28:56,857 - mmaction - INFO - Epoch [88][180/627] lr: 6.000e-02, eta: 12:20:08, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.5408, top5_acc: 0.7702, loss_cls: 1.9740, loss: 1.9740, grad_norm: 2.4032 2020-09-12 02:29:19,099 - mmaction - INFO - Epoch [88][200/627] lr: 6.000e-02, eta: 12:19:45, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.5378, top5_acc: 0.7617, loss_cls: 2.0226, loss: 2.0226, grad_norm: 2.4263 2020-09-12 02:29:41,262 - mmaction - INFO - Epoch [88][220/627] lr: 6.000e-02, eta: 12:19:22, time: 1.103, data_time: 0.004, memory: 8471, top1_acc: 0.5298, top5_acc: 0.7500, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.4381 2020-09-12 02:30:03,525 - mmaction - INFO - Epoch [88][240/627] lr: 6.000e-02, eta: 12:18:59, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.5424, top5_acc: 0.7706, loss_cls: 1.9737, loss: 1.9737, grad_norm: 2.3728 2020-09-12 02:30:25,787 - mmaction - INFO - Epoch [88][260/627] lr: 6.000e-02, eta: 12:18:36, time: 1.110, data_time: 0.014, memory: 8471, top1_acc: 0.5497, top5_acc: 0.7643, loss_cls: 1.9761, loss: 1.9761, grad_norm: 2.4024 2020-09-12 02:30:48,087 - mmaction - INFO - Epoch [88][280/627] lr: 6.000e-02, eta: 12:18:14, time: 1.121, data_time: 0.016, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7577, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.4577 2020-09-12 02:31:10,423 - mmaction - INFO - Epoch [88][300/627] lr: 6.000e-02, eta: 12:17:51, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5398, top5_acc: 0.7608, loss_cls: 2.0023, loss: 2.0023, grad_norm: 2.3635 2020-09-12 02:31:32,709 - mmaction - INFO - Epoch [88][320/627] lr: 6.000e-02, eta: 12:17:28, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.5419, top5_acc: 0.7682, loss_cls: 1.9843, loss: 1.9843, grad_norm: 2.4349 2020-09-12 02:31:55,043 - mmaction - INFO - Epoch [88][340/627] lr: 6.000e-02, eta: 12:17:05, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.5372, top5_acc: 0.7589, loss_cls: 2.0349, loss: 2.0349, grad_norm: 2.4151 2020-09-12 02:32:17,192 - mmaction - INFO - Epoch [88][360/627] lr: 6.000e-02, eta: 12:16:42, time: 1.105, data_time: 0.014, memory: 8471, top1_acc: 0.5434, top5_acc: 0.7661, loss_cls: 1.9722, loss: 1.9722, grad_norm: 2.3939 2020-09-12 02:32:39,432 - mmaction - INFO - Epoch [88][380/627] lr: 6.000e-02, eta: 12:16:20, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.5341, top5_acc: 0.7561, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.4287 2020-09-12 02:33:01,715 - mmaction - INFO - Epoch [88][400/627] lr: 6.000e-02, eta: 12:15:57, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.5413, top5_acc: 0.7632, loss_cls: 1.9991, loss: 1.9991, grad_norm: 2.4183 2020-09-12 02:33:23,905 - mmaction - INFO - Epoch [88][420/627] lr: 6.000e-02, eta: 12:15:34, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5241, top5_acc: 0.7561, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.4715 2020-09-12 02:33:46,166 - mmaction - INFO - Epoch [88][440/627] lr: 6.000e-02, eta: 12:15:11, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5322, top5_acc: 0.7549, loss_cls: 2.0420, loss: 2.0420, grad_norm: 2.4177 2020-09-12 02:34:08,452 - mmaction - INFO - Epoch [88][460/627] lr: 6.000e-02, eta: 12:14:48, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5358, top5_acc: 0.7638, loss_cls: 2.0043, loss: 2.0043, grad_norm: 2.4230 2020-09-12 02:34:30,682 - mmaction - INFO - Epoch [88][480/627] lr: 6.000e-02, eta: 12:14:26, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5331, top5_acc: 0.7621, loss_cls: 2.0171, loss: 2.0171, grad_norm: 2.4305 2020-09-12 02:34:52,917 - mmaction - INFO - Epoch [88][500/627] lr: 6.000e-02, eta: 12:14:03, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.5447, top5_acc: 0.7674, loss_cls: 1.9903, loss: 1.9903, grad_norm: 2.3888 2020-09-12 02:35:15,159 - mmaction - INFO - Epoch [88][520/627] lr: 6.000e-02, eta: 12:13:40, time: 1.110, data_time: 0.014, memory: 8471, top1_acc: 0.5353, top5_acc: 0.7609, loss_cls: 2.0170, loss: 2.0170, grad_norm: 2.4791 2020-09-12 02:35:37,397 - mmaction - INFO - Epoch [88][540/627] lr: 6.000e-02, eta: 12:13:17, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.5393, top5_acc: 0.7598, loss_cls: 2.0028, loss: 2.0028, grad_norm: 2.4394 2020-09-12 02:35:59,571 - mmaction - INFO - Epoch [88][560/627] lr: 6.000e-02, eta: 12:12:54, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5408, top5_acc: 0.7551, loss_cls: 2.0134, loss: 2.0134, grad_norm: 2.3881 2020-09-12 02:36:21,922 - mmaction - INFO - Epoch [88][580/627] lr: 6.000e-02, eta: 12:12:31, time: 1.118, data_time: 0.005, memory: 8471, top1_acc: 0.5389, top5_acc: 0.7577, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.4088 2020-09-12 02:36:44,071 - mmaction - INFO - Epoch [88][600/627] lr: 6.000e-02, eta: 12:12:08, time: 1.101, data_time: 0.007, memory: 8471, top1_acc: 0.5297, top5_acc: 0.7529, loss_cls: 2.0466, loss: 2.0466, grad_norm: 2.3970 2020-09-12 02:37:06,325 - mmaction - INFO - Epoch [88][620/627] lr: 6.000e-02, eta: 12:11:46, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.5289, top5_acc: 0.7560, loss_cls: 2.0570, loss: 2.0570, grad_norm: 2.4254 2020-09-12 02:37:46,595 - mmaction - INFO - Epoch [89][20/627] lr: 6.000e-02, eta: 12:11:18, time: 1.697, data_time: 0.535, memory: 8471, top1_acc: 0.5324, top5_acc: 0.7602, loss_cls: 2.0297, loss: 2.0297, grad_norm: 2.4131 2020-09-12 02:38:08,706 - mmaction - INFO - Epoch [89][40/627] lr: 6.000e-02, eta: 12:10:55, time: 1.101, data_time: 0.015, memory: 8471, top1_acc: 0.5510, top5_acc: 0.7613, loss_cls: 1.9775, loss: 1.9775, grad_norm: 2.3929 2020-09-12 02:38:31,006 - mmaction - INFO - Epoch [89][60/627] lr: 6.000e-02, eta: 12:10:32, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.5467, top5_acc: 0.7699, loss_cls: 1.9745, loss: 1.9745, grad_norm: 2.4074 2020-09-12 02:38:53,347 - mmaction - INFO - Epoch [89][80/627] lr: 6.000e-02, eta: 12:10:09, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.5380, top5_acc: 0.7697, loss_cls: 2.0002, loss: 2.0002, grad_norm: 2.4107 2020-09-12 02:39:15,687 - mmaction - INFO - Epoch [89][100/627] lr: 6.000e-02, eta: 12:09:46, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.5329, top5_acc: 0.7566, loss_cls: 2.0247, loss: 2.0247, grad_norm: 2.4146 2020-09-12 02:39:38,071 - mmaction - INFO - Epoch [89][120/627] lr: 6.000e-02, eta: 12:09:24, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5457, top5_acc: 0.7613, loss_cls: 1.9832, loss: 1.9832, grad_norm: 2.4110 2020-09-12 02:40:00,234 - mmaction - INFO - Epoch [89][140/627] lr: 6.000e-02, eta: 12:09:01, time: 1.110, data_time: 0.012, memory: 8471, top1_acc: 0.5387, top5_acc: 0.7625, loss_cls: 1.9826, loss: 1.9826, grad_norm: 2.4135 2020-09-12 02:40:22,471 - mmaction - INFO - Epoch [89][160/627] lr: 6.000e-02, eta: 12:08:38, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5432, top5_acc: 0.7638, loss_cls: 2.0012, loss: 2.0012, grad_norm: 2.4305 2020-09-12 02:40:44,739 - mmaction - INFO - Epoch [89][180/627] lr: 6.000e-02, eta: 12:08:15, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.5376, top5_acc: 0.7617, loss_cls: 2.0017, loss: 2.0017, grad_norm: 2.4314 2020-09-12 02:41:06,964 - mmaction - INFO - Epoch [89][200/627] lr: 6.000e-02, eta: 12:07:52, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5388, top5_acc: 0.7582, loss_cls: 2.0168, loss: 2.0168, grad_norm: 2.4576 2020-09-12 02:41:29,188 - mmaction - INFO - Epoch [89][220/627] lr: 6.000e-02, eta: 12:07:30, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5372, top5_acc: 0.7605, loss_cls: 2.0180, loss: 2.0180, grad_norm: 2.3668 2020-09-12 02:41:51,443 - mmaction - INFO - Epoch [89][240/627] lr: 6.000e-02, eta: 12:07:07, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.5384, top5_acc: 0.7642, loss_cls: 1.9815, loss: 1.9815, grad_norm: 2.3945 2020-09-12 02:42:13,626 - mmaction - INFO - Epoch [89][260/627] lr: 6.000e-02, eta: 12:06:44, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7643, loss_cls: 2.0030, loss: 2.0030, grad_norm: 2.4211 2020-09-12 02:42:35,869 - mmaction - INFO - Epoch [89][280/627] lr: 6.000e-02, eta: 12:06:21, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.5306, top5_acc: 0.7559, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.4195 2020-09-12 02:42:58,196 - mmaction - INFO - Epoch [89][300/627] lr: 6.000e-02, eta: 12:05:58, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.5359, top5_acc: 0.7635, loss_cls: 2.0107, loss: 2.0107, grad_norm: 2.3935 2020-09-12 02:43:20,439 - mmaction - INFO - Epoch [89][320/627] lr: 6.000e-02, eta: 12:05:35, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.5441, top5_acc: 0.7676, loss_cls: 1.9932, loss: 1.9932, grad_norm: 2.3941 2020-09-12 02:43:42,692 - mmaction - INFO - Epoch [89][340/627] lr: 6.000e-02, eta: 12:05:13, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.5396, top5_acc: 0.7639, loss_cls: 1.9911, loss: 1.9911, grad_norm: 2.4392 2020-09-12 02:44:04,878 - mmaction - INFO - Epoch [89][360/627] lr: 6.000e-02, eta: 12:04:50, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.5409, top5_acc: 0.7661, loss_cls: 1.9839, loss: 1.9839, grad_norm: 2.3715 2020-09-12 02:44:27,079 - mmaction - INFO - Epoch [89][380/627] lr: 6.000e-02, eta: 12:04:27, time: 1.108, data_time: 0.019, memory: 8471, top1_acc: 0.5475, top5_acc: 0.7717, loss_cls: 1.9697, loss: 1.9697, grad_norm: 2.3932 2020-09-12 02:44:49,267 - mmaction - INFO - Epoch [89][400/627] lr: 6.000e-02, eta: 12:04:04, time: 1.110, data_time: 0.016, memory: 8471, top1_acc: 0.5370, top5_acc: 0.7582, loss_cls: 2.0210, loss: 2.0210, grad_norm: 2.4104 2020-09-12 02:45:11,529 - mmaction - INFO - Epoch [89][420/627] lr: 6.000e-02, eta: 12:03:41, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.5255, top5_acc: 0.7522, loss_cls: 2.0576, loss: 2.0576, grad_norm: 2.4290 2020-09-12 02:45:33,774 - mmaction - INFO - Epoch [89][440/627] lr: 6.000e-02, eta: 12:03:18, time: 1.116, data_time: 0.020, memory: 8471, top1_acc: 0.5352, top5_acc: 0.7624, loss_cls: 2.0150, loss: 2.0150, grad_norm: 2.4394 2020-09-12 02:45:55,994 - mmaction - INFO - Epoch [89][460/627] lr: 6.000e-02, eta: 12:02:56, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.5458, top5_acc: 0.7618, loss_cls: 1.9962, loss: 1.9962, grad_norm: 2.3910 2020-09-12 02:46:18,269 - mmaction - INFO - Epoch [89][480/627] lr: 6.000e-02, eta: 12:02:33, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.5376, top5_acc: 0.7609, loss_cls: 2.0195, loss: 2.0195, grad_norm: 2.4116 2020-09-12 02:46:40,536 - mmaction - INFO - Epoch [89][500/627] lr: 6.000e-02, eta: 12:02:10, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7620, loss_cls: 2.0204, loss: 2.0204, grad_norm: 2.4290 2020-09-12 02:47:02,744 - mmaction - INFO - Epoch [89][520/627] lr: 6.000e-02, eta: 12:01:47, time: 1.109, data_time: 0.003, memory: 8471, top1_acc: 0.5418, top5_acc: 0.7660, loss_cls: 1.9838, loss: 1.9838, grad_norm: 2.4005 2020-09-12 02:47:24,957 - mmaction - INFO - Epoch [89][540/627] lr: 6.000e-02, eta: 12:01:24, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5430, top5_acc: 0.7672, loss_cls: 1.9771, loss: 1.9771, grad_norm: 2.3793 2020-09-12 02:47:47,249 - mmaction - INFO - Epoch [89][560/627] lr: 6.000e-02, eta: 12:01:02, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7637, loss_cls: 2.0088, loss: 2.0088, grad_norm: 2.4092 2020-09-12 02:48:09,481 - mmaction - INFO - Epoch [89][580/627] lr: 6.000e-02, eta: 12:00:39, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5415, top5_acc: 0.7641, loss_cls: 1.9786, loss: 1.9786, grad_norm: 2.4399 2020-09-12 02:48:31,572 - mmaction - INFO - Epoch [89][600/627] lr: 6.000e-02, eta: 12:00:16, time: 1.106, data_time: 0.012, memory: 8471, top1_acc: 0.5384, top5_acc: 0.7616, loss_cls: 2.0234, loss: 2.0234, grad_norm: 2.4385 2020-09-12 02:48:53,857 - mmaction - INFO - Epoch [89][620/627] lr: 6.000e-02, eta: 11:59:53, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5470, top5_acc: 0.7602, loss_cls: 1.9873, loss: 1.9873, grad_norm: 2.3926 2020-09-12 02:49:33,893 - mmaction - INFO - Epoch [90][20/627] lr: 6.000e-02, eta: 11:59:25, time: 1.687, data_time: 0.527, memory: 8471, top1_acc: 0.5382, top5_acc: 0.7605, loss_cls: 2.0050, loss: 2.0050, grad_norm: 2.4077 2020-09-12 02:49:56,062 - mmaction - INFO - Epoch [90][40/627] lr: 6.000e-02, eta: 11:59:02, time: 1.106, data_time: 0.012, memory: 8471, top1_acc: 0.5449, top5_acc: 0.7698, loss_cls: 1.9758, loss: 1.9758, grad_norm: 2.4114 2020-09-12 02:50:18,261 - mmaction - INFO - Epoch [90][60/627] lr: 6.000e-02, eta: 11:58:39, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.5411, top5_acc: 0.7681, loss_cls: 1.9762, loss: 1.9762, grad_norm: 2.3994 2020-09-12 02:50:40,433 - mmaction - INFO - Epoch [90][80/627] lr: 6.000e-02, eta: 11:58:16, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.5332, top5_acc: 0.7582, loss_cls: 2.0189, loss: 2.0189, grad_norm: 2.4191 2020-09-12 02:51:02,788 - mmaction - INFO - Epoch [90][100/627] lr: 6.000e-02, eta: 11:57:53, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.5432, top5_acc: 0.7628, loss_cls: 2.0034, loss: 2.0034, grad_norm: 2.4129 2020-09-12 02:51:25,016 - mmaction - INFO - Epoch [90][120/627] lr: 6.000e-02, eta: 11:57:31, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5391, top5_acc: 0.7647, loss_cls: 1.9942, loss: 1.9942, grad_norm: 2.4098 2020-09-12 02:51:47,219 - mmaction - INFO - Epoch [90][140/627] lr: 6.000e-02, eta: 11:57:08, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.5387, top5_acc: 0.7628, loss_cls: 1.9969, loss: 1.9969, grad_norm: 2.4228 2020-09-12 02:52:09,467 - mmaction - INFO - Epoch [90][160/627] lr: 6.000e-02, eta: 11:56:45, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.5471, top5_acc: 0.7660, loss_cls: 1.9569, loss: 1.9569, grad_norm: 2.3650 2020-09-12 02:52:31,676 - mmaction - INFO - Epoch [90][180/627] lr: 6.000e-02, eta: 11:56:22, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.5382, top5_acc: 0.7587, loss_cls: 2.0147, loss: 2.0147, grad_norm: 2.4271 2020-09-12 02:52:53,900 - mmaction - INFO - Epoch [90][200/627] lr: 6.000e-02, eta: 11:55:59, time: 1.110, data_time: 0.015, memory: 8471, top1_acc: 0.5318, top5_acc: 0.7613, loss_cls: 2.0295, loss: 2.0295, grad_norm: 2.4389 2020-09-12 02:53:16,190 - mmaction - INFO - Epoch [90][220/627] lr: 6.000e-02, eta: 11:55:36, time: 1.109, data_time: 0.015, memory: 8471, top1_acc: 0.5383, top5_acc: 0.7626, loss_cls: 1.9816, loss: 1.9816, grad_norm: 2.3912 2020-09-12 02:53:38,549 - mmaction - INFO - Epoch [90][240/627] lr: 6.000e-02, eta: 11:55:14, time: 1.125, data_time: 0.011, memory: 8471, top1_acc: 0.5478, top5_acc: 0.7674, loss_cls: 1.9851, loss: 1.9851, grad_norm: 2.4133 2020-09-12 02:54:00,838 - mmaction - INFO - Epoch [90][260/627] lr: 6.000e-02, eta: 11:54:51, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.5348, top5_acc: 0.7617, loss_cls: 2.0103, loss: 2.0103, grad_norm: 2.4552 2020-09-12 02:54:23,119 - mmaction - INFO - Epoch [90][280/627] lr: 6.000e-02, eta: 11:54:28, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.5430, top5_acc: 0.7707, loss_cls: 1.9986, loss: 1.9986, grad_norm: 2.3983 2020-09-12 02:54:45,342 - mmaction - INFO - Epoch [90][300/627] lr: 6.000e-02, eta: 11:54:05, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.5402, top5_acc: 0.7576, loss_cls: 2.0056, loss: 2.0056, grad_norm: 2.4140 2020-09-12 02:55:07,595 - mmaction - INFO - Epoch [90][320/627] lr: 6.000e-02, eta: 11:53:43, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.5439, top5_acc: 0.7673, loss_cls: 1.9775, loss: 1.9775, grad_norm: 2.4393 2020-09-12 02:55:29,876 - mmaction - INFO - Epoch [90][340/627] lr: 6.000e-02, eta: 11:53:20, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.5358, top5_acc: 0.7579, loss_cls: 2.0325, loss: 2.0325, grad_norm: 2.4381 2020-09-12 02:55:52,196 - mmaction - INFO - Epoch [90][360/627] lr: 6.000e-02, eta: 11:52:57, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.5345, top5_acc: 0.7556, loss_cls: 2.0356, loss: 2.0356, grad_norm: 2.3930 2020-09-12 02:56:14,411 - mmaction - INFO - Epoch [90][380/627] lr: 6.000e-02, eta: 11:52:34, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.5445, top5_acc: 0.7701, loss_cls: 1.9726, loss: 1.9726, grad_norm: 2.4184 2020-09-12 02:56:36,744 - mmaction - INFO - Epoch [90][400/627] lr: 6.000e-02, eta: 11:52:11, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.5376, top5_acc: 0.7681, loss_cls: 1.9987, loss: 1.9987, grad_norm: 2.4038 2020-09-12 02:56:59,006 - mmaction - INFO - Epoch [90][420/627] lr: 6.000e-02, eta: 11:51:49, time: 1.122, data_time: 0.015, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7540, loss_cls: 2.0514, loss: 2.0514, grad_norm: 2.4315 2020-09-12 02:57:21,192 - mmaction - INFO - Epoch [90][440/627] lr: 6.000e-02, eta: 11:51:26, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.5384, top5_acc: 0.7585, loss_cls: 2.0252, loss: 2.0252, grad_norm: 2.3758 2020-09-12 02:57:43,530 - mmaction - INFO - Epoch [90][460/627] lr: 6.000e-02, eta: 11:51:03, time: 1.122, data_time: 0.008, memory: 8471, top1_acc: 0.5357, top5_acc: 0.7560, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.4408 2020-09-12 02:58:05,797 - mmaction - INFO - Epoch [90][480/627] lr: 6.000e-02, eta: 11:50:40, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.5358, top5_acc: 0.7576, loss_cls: 2.0319, loss: 2.0319, grad_norm: 2.4026 2020-09-12 02:58:28,039 - mmaction - INFO - Epoch [90][500/627] lr: 6.000e-02, eta: 11:50:17, time: 1.103, data_time: 0.004, memory: 8471, top1_acc: 0.5292, top5_acc: 0.7594, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.4538 2020-09-12 02:58:50,302 - mmaction - INFO - Epoch [90][520/627] lr: 6.000e-02, eta: 11:49:55, time: 1.118, data_time: 0.017, memory: 8471, top1_acc: 0.5353, top5_acc: 0.7603, loss_cls: 2.0018, loss: 2.0018, grad_norm: 2.3911 2020-09-12 02:59:12,613 - mmaction - INFO - Epoch [90][540/627] lr: 6.000e-02, eta: 11:49:32, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.9608, loss: 1.9608, grad_norm: 2.3798 2020-09-12 02:59:34,886 - mmaction - INFO - Epoch [90][560/627] lr: 6.000e-02, eta: 11:49:09, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.5396, top5_acc: 0.7595, loss_cls: 2.0135, loss: 2.0135, grad_norm: 2.4401 2020-09-12 02:59:57,122 - mmaction - INFO - Epoch [90][580/627] lr: 6.000e-02, eta: 11:48:46, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5331, top5_acc: 0.7637, loss_cls: 2.0040, loss: 2.0040, grad_norm: 2.4088 2020-09-12 03:00:19,356 - mmaction - INFO - Epoch [90][600/627] lr: 6.000e-02, eta: 11:48:24, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.5254, top5_acc: 0.7549, loss_cls: 2.0531, loss: 2.0531, grad_norm: 2.4535 2020-09-12 03:00:41,589 - mmaction - INFO - Epoch [90][620/627] lr: 6.000e-02, eta: 11:48:01, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.5294, top5_acc: 0.7514, loss_cls: 2.0639, loss: 2.0639, grad_norm: 2.3827 2020-09-12 03:01:03,518 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-09-12 03:02:07,239 - mmaction - INFO - Epoch [91][20/627] lr: 6.000e-03, eta: 11:47:52, time: 3.156, data_time: 1.992, memory: 8471, top1_acc: 0.5470, top5_acc: 0.7710, loss_cls: 1.9573, loss: 1.9573, grad_norm: 2.3462 2020-09-12 03:02:29,385 - mmaction - INFO - Epoch [91][40/627] lr: 6.000e-03, eta: 11:47:29, time: 1.104, data_time: 0.011, memory: 8471, top1_acc: 0.5796, top5_acc: 0.7932, loss_cls: 1.7882, loss: 1.7882, grad_norm: 2.2391 2020-09-12 03:02:51,468 - mmaction - INFO - Epoch [91][60/627] lr: 6.000e-03, eta: 11:47:06, time: 1.098, data_time: 0.018, memory: 8471, top1_acc: 0.5797, top5_acc: 0.7882, loss_cls: 1.8217, loss: 1.8217, grad_norm: 2.2443 2020-09-12 03:03:13,702 - mmaction - INFO - Epoch [91][80/627] lr: 6.000e-03, eta: 11:46:43, time: 1.120, data_time: 0.016, memory: 8471, top1_acc: 0.5811, top5_acc: 0.7898, loss_cls: 1.8134, loss: 1.8134, grad_norm: 2.2272 2020-09-12 03:03:35,918 - mmaction - INFO - Epoch [91][100/627] lr: 6.000e-03, eta: 11:46:20, time: 1.112, data_time: 0.016, memory: 8471, top1_acc: 0.5815, top5_acc: 0.7908, loss_cls: 1.7757, loss: 1.7757, grad_norm: 2.2414 2020-09-12 03:03:58,079 - mmaction - INFO - Epoch [91][120/627] lr: 6.000e-03, eta: 11:45:58, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.5875, top5_acc: 0.7928, loss_cls: 1.7709, loss: 1.7709, grad_norm: 2.2423 2020-09-12 03:04:20,271 - mmaction - INFO - Epoch [91][140/627] lr: 6.000e-03, eta: 11:45:35, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.5927, top5_acc: 0.8005, loss_cls: 1.7572, loss: 1.7572, grad_norm: 2.2697 2020-09-12 03:04:42,475 - mmaction - INFO - Epoch [91][160/627] lr: 6.000e-03, eta: 11:45:12, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.5952, top5_acc: 0.8008, loss_cls: 1.7317, loss: 1.7317, grad_norm: 2.2734 2020-09-12 03:05:04,664 - mmaction - INFO - Epoch [91][180/627] lr: 6.000e-03, eta: 11:44:49, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.5884, top5_acc: 0.7939, loss_cls: 1.7656, loss: 1.7656, grad_norm: 2.2937 2020-09-12 03:05:26,808 - mmaction - INFO - Epoch [91][200/627] lr: 6.000e-03, eta: 11:44:26, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.5980, top5_acc: 0.8018, loss_cls: 1.7324, loss: 1.7324, grad_norm: 2.2706 2020-09-12 03:05:49,096 - mmaction - INFO - Epoch [91][220/627] lr: 6.000e-03, eta: 11:44:03, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.5947, top5_acc: 0.8012, loss_cls: 1.7422, loss: 1.7422, grad_norm: 2.2820 2020-09-12 03:06:11,400 - mmaction - INFO - Epoch [91][240/627] lr: 6.000e-03, eta: 11:43:41, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.5931, top5_acc: 0.7941, loss_cls: 1.7608, loss: 1.7608, grad_norm: 2.3206 2020-09-12 03:06:33,695 - mmaction - INFO - Epoch [91][260/627] lr: 6.000e-03, eta: 11:43:18, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.5898, top5_acc: 0.7960, loss_cls: 1.7591, loss: 1.7591, grad_norm: 2.3186 2020-09-12 03:06:56,109 - mmaction - INFO - Epoch [91][280/627] lr: 6.000e-03, eta: 11:42:55, time: 1.119, data_time: 0.004, memory: 8471, top1_acc: 0.6112, top5_acc: 0.8079, loss_cls: 1.6762, loss: 1.6762, grad_norm: 2.2569 2020-09-12 03:07:18,315 - mmaction - INFO - Epoch [91][300/627] lr: 6.000e-03, eta: 11:42:32, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.5984, top5_acc: 0.8046, loss_cls: 1.7118, loss: 1.7118, grad_norm: 2.3023 2020-09-12 03:07:40,618 - mmaction - INFO - Epoch [91][320/627] lr: 6.000e-03, eta: 11:42:09, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.6057, top5_acc: 0.8076, loss_cls: 1.6802, loss: 1.6802, grad_norm: 2.2662 2020-09-12 03:08:02,817 - mmaction - INFO - Epoch [91][340/627] lr: 6.000e-03, eta: 11:41:46, time: 1.100, data_time: 0.005, memory: 8471, top1_acc: 0.6059, top5_acc: 0.8040, loss_cls: 1.7084, loss: 1.7084, grad_norm: 2.3192 2020-09-12 03:08:24,922 - mmaction - INFO - Epoch [91][360/627] lr: 6.000e-03, eta: 11:41:24, time: 1.105, data_time: 0.015, memory: 8471, top1_acc: 0.6036, top5_acc: 0.8047, loss_cls: 1.7156, loss: 1.7156, grad_norm: 2.3076 2020-09-12 03:08:47,178 - mmaction - INFO - Epoch [91][380/627] lr: 6.000e-03, eta: 11:41:01, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.6145, top5_acc: 0.8180, loss_cls: 1.6471, loss: 1.6471, grad_norm: 2.2789 2020-09-12 03:09:09,431 - mmaction - INFO - Epoch [91][400/627] lr: 6.000e-03, eta: 11:40:38, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.6167, top5_acc: 0.8092, loss_cls: 1.6736, loss: 1.6736, grad_norm: 2.2665 2020-09-12 03:09:31,627 - mmaction - INFO - Epoch [91][420/627] lr: 6.000e-03, eta: 11:40:15, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6022, top5_acc: 0.8046, loss_cls: 1.7098, loss: 1.7098, grad_norm: 2.3268 2020-09-12 03:09:53,897 - mmaction - INFO - Epoch [91][440/627] lr: 6.000e-03, eta: 11:39:52, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.6082, top5_acc: 0.8005, loss_cls: 1.6974, loss: 1.6974, grad_norm: 2.3405 2020-09-12 03:10:16,249 - mmaction - INFO - Epoch [91][460/627] lr: 6.000e-03, eta: 11:39:30, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.6051, top5_acc: 0.8095, loss_cls: 1.6919, loss: 1.6919, grad_norm: 2.3326 2020-09-12 03:10:38,602 - mmaction - INFO - Epoch [91][480/627] lr: 6.000e-03, eta: 11:39:07, time: 1.123, data_time: 0.014, memory: 8471, top1_acc: 0.6134, top5_acc: 0.8142, loss_cls: 1.6597, loss: 1.6597, grad_norm: 2.3365 2020-09-12 03:11:00,887 - mmaction - INFO - Epoch [91][500/627] lr: 6.000e-03, eta: 11:38:44, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.5958, top5_acc: 0.7977, loss_cls: 1.7358, loss: 1.7358, grad_norm: 2.3753 2020-09-12 03:11:23,223 - mmaction - INFO - Epoch [91][520/627] lr: 6.000e-03, eta: 11:38:21, time: 1.122, data_time: 0.010, memory: 8471, top1_acc: 0.6026, top5_acc: 0.8060, loss_cls: 1.6778, loss: 1.6778, grad_norm: 2.3387 2020-09-12 03:11:45,526 - mmaction - INFO - Epoch [91][540/627] lr: 6.000e-03, eta: 11:37:59, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6181, top5_acc: 0.8116, loss_cls: 1.6581, loss: 1.6581, grad_norm: 2.3117 2020-09-12 03:12:07,729 - mmaction - INFO - Epoch [91][560/627] lr: 6.000e-03, eta: 11:37:36, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.6151, top5_acc: 0.8145, loss_cls: 1.6415, loss: 1.6415, grad_norm: 2.3011 2020-09-12 03:12:30,009 - mmaction - INFO - Epoch [91][580/627] lr: 6.000e-03, eta: 11:37:13, time: 1.111, data_time: 0.015, memory: 8471, top1_acc: 0.5983, top5_acc: 0.8064, loss_cls: 1.6978, loss: 1.6978, grad_norm: 2.3589 2020-09-12 03:12:52,236 - mmaction - INFO - Epoch [91][600/627] lr: 6.000e-03, eta: 11:36:50, time: 1.119, data_time: 0.018, memory: 8471, top1_acc: 0.6069, top5_acc: 0.8069, loss_cls: 1.6878, loss: 1.6878, grad_norm: 2.3168 2020-09-12 03:13:14,507 - mmaction - INFO - Epoch [91][620/627] lr: 6.000e-03, eta: 11:36:27, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.6061, top5_acc: 0.8107, loss_cls: 1.6786, loss: 1.6786, grad_norm: 2.3544 2020-09-12 03:13:54,811 - mmaction - INFO - Epoch [92][20/627] lr: 6.000e-03, eta: 11:35:59, time: 1.697, data_time: 0.492, memory: 8471, top1_acc: 0.6171, top5_acc: 0.8151, loss_cls: 1.6430, loss: 1.6430, grad_norm: 2.3045 2020-09-12 03:14:16,980 - mmaction - INFO - Epoch [92][40/627] lr: 6.000e-03, eta: 11:35:36, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.6156, top5_acc: 0.8206, loss_cls: 1.6292, loss: 1.6292, grad_norm: 2.3120 2020-09-12 03:14:39,210 - mmaction - INFO - Epoch [92][60/627] lr: 6.000e-03, eta: 11:35:13, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.6142, top5_acc: 0.8164, loss_cls: 1.6166, loss: 1.6166, grad_norm: 2.3032 2020-09-12 03:15:01,396 - mmaction - INFO - Epoch [92][80/627] lr: 6.000e-03, eta: 11:34:51, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6137, top5_acc: 0.8145, loss_cls: 1.6518, loss: 1.6518, grad_norm: 2.3482 2020-09-12 03:15:23,592 - mmaction - INFO - Epoch [92][100/627] lr: 6.000e-03, eta: 11:34:28, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6169, top5_acc: 0.8089, loss_cls: 1.6554, loss: 1.6554, grad_norm: 2.3249 2020-09-12 03:15:46,025 - mmaction - INFO - Epoch [92][120/627] lr: 6.000e-03, eta: 11:34:05, time: 1.122, data_time: 0.006, memory: 8471, top1_acc: 0.6211, top5_acc: 0.8159, loss_cls: 1.6167, loss: 1.6167, grad_norm: 2.3227 2020-09-12 03:16:08,334 - mmaction - INFO - Epoch [92][140/627] lr: 6.000e-03, eta: 11:33:42, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6103, top5_acc: 0.8095, loss_cls: 1.6621, loss: 1.6621, grad_norm: 2.3463 2020-09-12 03:16:30,663 - mmaction - INFO - Epoch [92][160/627] lr: 6.000e-03, eta: 11:33:20, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.6150, top5_acc: 0.8078, loss_cls: 1.6613, loss: 1.6613, grad_norm: 2.3499 2020-09-12 03:16:52,883 - mmaction - INFO - Epoch [92][180/627] lr: 6.000e-03, eta: 11:32:57, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6145, top5_acc: 0.8141, loss_cls: 1.6488, loss: 1.6488, grad_norm: 2.3662 2020-09-12 03:17:15,119 - mmaction - INFO - Epoch [92][200/627] lr: 6.000e-03, eta: 11:32:34, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6181, top5_acc: 0.8125, loss_cls: 1.6328, loss: 1.6328, grad_norm: 2.3661 2020-09-12 03:17:37,462 - mmaction - INFO - Epoch [92][220/627] lr: 6.000e-03, eta: 11:32:11, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.6065, top5_acc: 0.8116, loss_cls: 1.6805, loss: 1.6805, grad_norm: 2.3734 2020-09-12 03:17:59,761 - mmaction - INFO - Epoch [92][240/627] lr: 6.000e-03, eta: 11:31:48, time: 1.118, data_time: 0.015, memory: 8471, top1_acc: 0.6245, top5_acc: 0.8168, loss_cls: 1.6292, loss: 1.6292, grad_norm: 2.3180 2020-09-12 03:18:21,971 - mmaction - INFO - Epoch [92][260/627] lr: 6.000e-03, eta: 11:31:26, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.6216, top5_acc: 0.8174, loss_cls: 1.6212, loss: 1.6212, grad_norm: 2.3235 2020-09-12 03:18:44,171 - mmaction - INFO - Epoch [92][280/627] lr: 6.000e-03, eta: 11:31:03, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6076, top5_acc: 0.8168, loss_cls: 1.6500, loss: 1.6500, grad_norm: 2.3733 2020-09-12 03:19:06,536 - mmaction - INFO - Epoch [92][300/627] lr: 6.000e-03, eta: 11:30:40, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.6204, top5_acc: 0.8243, loss_cls: 1.6023, loss: 1.6023, grad_norm: 2.3670 2020-09-12 03:19:28,705 - mmaction - INFO - Epoch [92][320/627] lr: 6.000e-03, eta: 11:30:17, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6204, top5_acc: 0.8182, loss_cls: 1.6254, loss: 1.6254, grad_norm: 2.3755 2020-09-12 03:19:50,902 - mmaction - INFO - Epoch [92][340/627] lr: 6.000e-03, eta: 11:29:54, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6195, top5_acc: 0.8171, loss_cls: 1.5989, loss: 1.5989, grad_norm: 2.3473 2020-09-12 03:20:13,234 - mmaction - INFO - Epoch [92][360/627] lr: 6.000e-03, eta: 11:29:32, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.6221, top5_acc: 0.8147, loss_cls: 1.6039, loss: 1.6039, grad_norm: 2.3202 2020-09-12 03:20:35,463 - mmaction - INFO - Epoch [92][380/627] lr: 6.000e-03, eta: 11:29:09, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.6169, top5_acc: 0.8137, loss_cls: 1.6304, loss: 1.6304, grad_norm: 2.3647 2020-09-12 03:20:57,769 - mmaction - INFO - Epoch [92][400/627] lr: 6.000e-03, eta: 11:28:46, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.6247, top5_acc: 0.8221, loss_cls: 1.6085, loss: 1.6085, grad_norm: 2.3583 2020-09-12 03:21:20,026 - mmaction - INFO - Epoch [92][420/627] lr: 6.000e-03, eta: 11:28:23, time: 1.112, data_time: 0.002, memory: 8471, top1_acc: 0.6146, top5_acc: 0.8132, loss_cls: 1.6563, loss: 1.6563, grad_norm: 2.4108 2020-09-12 03:21:42,279 - mmaction - INFO - Epoch [92][440/627] lr: 6.000e-03, eta: 11:28:00, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6247, top5_acc: 0.8202, loss_cls: 1.6066, loss: 1.6066, grad_norm: 2.3619 2020-09-12 03:22:04,553 - mmaction - INFO - Epoch [92][460/627] lr: 6.000e-03, eta: 11:27:38, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.6120, top5_acc: 0.8116, loss_cls: 1.6547, loss: 1.6547, grad_norm: 2.3773 2020-09-12 03:22:26,782 - mmaction - INFO - Epoch [92][480/627] lr: 6.000e-03, eta: 11:27:15, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6195, top5_acc: 0.8173, loss_cls: 1.6157, loss: 1.6157, grad_norm: 2.3723 2020-09-12 03:22:49,008 - mmaction - INFO - Epoch [92][500/627] lr: 6.000e-03, eta: 11:26:52, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6288, top5_acc: 0.8203, loss_cls: 1.5904, loss: 1.5904, grad_norm: 2.3673 2020-09-12 03:23:11,293 - mmaction - INFO - Epoch [92][520/627] lr: 6.000e-03, eta: 11:26:29, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.6206, top5_acc: 0.8168, loss_cls: 1.6341, loss: 1.6341, grad_norm: 2.4173 2020-09-12 03:23:33,485 - mmaction - INFO - Epoch [92][540/627] lr: 6.000e-03, eta: 11:26:06, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.6171, top5_acc: 0.8187, loss_cls: 1.6229, loss: 1.6229, grad_norm: 2.3752 2020-09-12 03:23:55,732 - mmaction - INFO - Epoch [92][560/627] lr: 6.000e-03, eta: 11:25:44, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6197, top5_acc: 0.8182, loss_cls: 1.6218, loss: 1.6218, grad_norm: 2.3728 2020-09-12 03:24:18,059 - mmaction - INFO - Epoch [92][580/627] lr: 6.000e-03, eta: 11:25:21, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.6128, top5_acc: 0.8133, loss_cls: 1.6459, loss: 1.6459, grad_norm: 2.3848 2020-09-12 03:24:40,262 - mmaction - INFO - Epoch [92][600/627] lr: 6.000e-03, eta: 11:24:58, time: 1.100, data_time: 0.005, memory: 8471, top1_acc: 0.6310, top5_acc: 0.8236, loss_cls: 1.5730, loss: 1.5730, grad_norm: 2.3126 2020-09-12 03:25:02,552 - mmaction - INFO - Epoch [92][620/627] lr: 6.000e-03, eta: 11:24:35, time: 1.123, data_time: 0.019, memory: 8471, top1_acc: 0.6177, top5_acc: 0.8208, loss_cls: 1.5932, loss: 1.5932, grad_norm: 2.4129 2020-09-12 03:25:42,886 - mmaction - INFO - Epoch [93][20/627] lr: 6.000e-03, eta: 11:24:07, time: 1.699, data_time: 0.545, memory: 8471, top1_acc: 0.6124, top5_acc: 0.8177, loss_cls: 1.6186, loss: 1.6186, grad_norm: 2.3756 2020-09-12 03:26:05,114 - mmaction - INFO - Epoch [93][40/627] lr: 6.000e-03, eta: 11:23:44, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.6243, top5_acc: 0.8141, loss_cls: 1.6303, loss: 1.6303, grad_norm: 2.4189 2020-09-12 03:26:27,365 - mmaction - INFO - Epoch [93][60/627] lr: 6.000e-03, eta: 11:23:21, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.6374, top5_acc: 0.8281, loss_cls: 1.5581, loss: 1.5581, grad_norm: 2.3581 2020-09-12 03:26:49,736 - mmaction - INFO - Epoch [93][80/627] lr: 6.000e-03, eta: 11:22:59, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.6286, top5_acc: 0.8263, loss_cls: 1.5746, loss: 1.5746, grad_norm: 2.3840 2020-09-12 03:27:12,011 - mmaction - INFO - Epoch [93][100/627] lr: 6.000e-03, eta: 11:22:36, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5750, loss: 1.5750, grad_norm: 2.3966 2020-09-12 03:27:34,315 - mmaction - INFO - Epoch [93][120/627] lr: 6.000e-03, eta: 11:22:13, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.6173, top5_acc: 0.8146, loss_cls: 1.6446, loss: 1.6446, grad_norm: 2.4065 2020-09-12 03:27:56,636 - mmaction - INFO - Epoch [93][140/627] lr: 6.000e-03, eta: 11:21:50, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6103, top5_acc: 0.8112, loss_cls: 1.6577, loss: 1.6577, grad_norm: 2.4449 2020-09-12 03:28:18,871 - mmaction - INFO - Epoch [93][160/627] lr: 6.000e-03, eta: 11:21:27, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.6207, top5_acc: 0.8184, loss_cls: 1.6005, loss: 1.6005, grad_norm: 2.3853 2020-09-12 03:28:41,125 - mmaction - INFO - Epoch [93][180/627] lr: 6.000e-03, eta: 11:21:05, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.6318, top5_acc: 0.8171, loss_cls: 1.5965, loss: 1.5965, grad_norm: 2.4067 2020-09-12 03:29:03,396 - mmaction - INFO - Epoch [93][200/627] lr: 6.000e-03, eta: 11:20:42, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6255, top5_acc: 0.8133, loss_cls: 1.6027, loss: 1.6027, grad_norm: 2.3994 2020-09-12 03:29:25,634 - mmaction - INFO - Epoch [93][220/627] lr: 6.000e-03, eta: 11:20:19, time: 1.104, data_time: 0.009, memory: 8471, top1_acc: 0.6280, top5_acc: 0.8243, loss_cls: 1.5738, loss: 1.5738, grad_norm: 2.3925 2020-09-12 03:29:47,998 - mmaction - INFO - Epoch [93][240/627] lr: 6.000e-03, eta: 11:19:56, time: 1.126, data_time: 0.016, memory: 8471, top1_acc: 0.6293, top5_acc: 0.8227, loss_cls: 1.5792, loss: 1.5792, grad_norm: 2.3977 2020-09-12 03:30:10,272 - mmaction - INFO - Epoch [93][260/627] lr: 6.000e-03, eta: 11:19:34, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6270, top5_acc: 0.8229, loss_cls: 1.5838, loss: 1.5838, grad_norm: 2.4074 2020-09-12 03:30:32,577 - mmaction - INFO - Epoch [93][280/627] lr: 6.000e-03, eta: 11:19:11, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.6221, top5_acc: 0.8184, loss_cls: 1.6241, loss: 1.6241, grad_norm: 2.4349 2020-09-12 03:30:54,778 - mmaction - INFO - Epoch [93][300/627] lr: 6.000e-03, eta: 11:18:48, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.6202, top5_acc: 0.8247, loss_cls: 1.5968, loss: 1.5968, grad_norm: 2.4506 2020-09-12 03:31:17,030 - mmaction - INFO - Epoch [93][320/627] lr: 6.000e-03, eta: 11:18:25, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.6259, top5_acc: 0.8232, loss_cls: 1.5883, loss: 1.5883, grad_norm: 2.4058 2020-09-12 03:31:39,308 - mmaction - INFO - Epoch [93][340/627] lr: 6.000e-03, eta: 11:18:02, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.6348, top5_acc: 0.8268, loss_cls: 1.5751, loss: 1.5751, grad_norm: 2.3865 2020-09-12 03:32:01,568 - mmaction - INFO - Epoch [93][360/627] lr: 6.000e-03, eta: 11:17:40, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.6247, top5_acc: 0.8139, loss_cls: 1.6220, loss: 1.6220, grad_norm: 2.4708 2020-09-12 03:32:23,888 - mmaction - INFO - Epoch [93][380/627] lr: 6.000e-03, eta: 11:17:17, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.6266, top5_acc: 0.8216, loss_cls: 1.5902, loss: 1.5902, grad_norm: 2.4346 2020-09-12 03:32:46,144 - mmaction - INFO - Epoch [93][400/627] lr: 6.000e-03, eta: 11:16:54, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6204, top5_acc: 0.8117, loss_cls: 1.6322, loss: 1.6322, grad_norm: 2.4848 2020-09-12 03:33:08,309 - mmaction - INFO - Epoch [93][420/627] lr: 6.000e-03, eta: 11:16:31, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6247, top5_acc: 0.8232, loss_cls: 1.5875, loss: 1.5875, grad_norm: 2.4386 2020-09-12 03:33:30,525 - mmaction - INFO - Epoch [93][440/627] lr: 6.000e-03, eta: 11:16:08, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.6318, top5_acc: 0.8257, loss_cls: 1.5869, loss: 1.5869, grad_norm: 2.4505 2020-09-12 03:33:52,824 - mmaction - INFO - Epoch [93][460/627] lr: 6.000e-03, eta: 11:15:46, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6305, top5_acc: 0.8309, loss_cls: 1.5774, loss: 1.5774, grad_norm: 2.4379 2020-09-12 03:34:15,103 - mmaction - INFO - Epoch [93][480/627] lr: 6.000e-03, eta: 11:15:23, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6370, top5_acc: 0.8237, loss_cls: 1.5728, loss: 1.5728, grad_norm: 2.3989 2020-09-12 03:34:37,257 - mmaction - INFO - Epoch [93][500/627] lr: 6.000e-03, eta: 11:15:00, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6216, top5_acc: 0.8202, loss_cls: 1.5950, loss: 1.5950, grad_norm: 2.4660 2020-09-12 03:34:59,506 - mmaction - INFO - Epoch [93][520/627] lr: 6.000e-03, eta: 11:14:37, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.6297, top5_acc: 0.8245, loss_cls: 1.5818, loss: 1.5818, grad_norm: 2.4128 2020-09-12 03:35:21,731 - mmaction - INFO - Epoch [93][540/627] lr: 6.000e-03, eta: 11:14:14, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6285, top5_acc: 0.8158, loss_cls: 1.5900, loss: 1.5900, grad_norm: 2.4256 2020-09-12 03:35:44,122 - mmaction - INFO - Epoch [93][560/627] lr: 6.000e-03, eta: 11:13:52, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6277, top5_acc: 0.8294, loss_cls: 1.5903, loss: 1.5903, grad_norm: 2.4548 2020-09-12 03:36:06,296 - mmaction - INFO - Epoch [93][580/627] lr: 6.000e-03, eta: 11:13:29, time: 1.119, data_time: 0.016, memory: 8471, top1_acc: 0.6311, top5_acc: 0.8262, loss_cls: 1.5755, loss: 1.5755, grad_norm: 2.4413 2020-09-12 03:36:28,604 - mmaction - INFO - Epoch [93][600/627] lr: 6.000e-03, eta: 11:13:06, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6395, top5_acc: 0.8280, loss_cls: 1.5451, loss: 1.5451, grad_norm: 2.4402 2020-09-12 03:36:50,863 - mmaction - INFO - Epoch [93][620/627] lr: 6.000e-03, eta: 11:12:43, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.6288, top5_acc: 0.8214, loss_cls: 1.5856, loss: 1.5856, grad_norm: 2.4775 2020-09-12 03:37:31,021 - mmaction - INFO - Epoch [94][20/627] lr: 6.000e-03, eta: 11:12:15, time: 1.686, data_time: 0.462, memory: 8471, top1_acc: 0.6310, top5_acc: 0.8250, loss_cls: 1.5718, loss: 1.5718, grad_norm: 2.4334 2020-09-12 03:37:53,240 - mmaction - INFO - Epoch [94][40/627] lr: 6.000e-03, eta: 11:11:52, time: 1.116, data_time: 0.017, memory: 8471, top1_acc: 0.6440, top5_acc: 0.8372, loss_cls: 1.4967, loss: 1.4967, grad_norm: 2.3979 2020-09-12 03:38:15,534 - mmaction - INFO - Epoch [94][60/627] lr: 6.000e-03, eta: 11:11:29, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.6331, top5_acc: 0.8228, loss_cls: 1.5764, loss: 1.5764, grad_norm: 2.4680 2020-09-12 03:38:37,794 - mmaction - INFO - Epoch [94][80/627] lr: 6.000e-03, eta: 11:11:07, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.6301, top5_acc: 0.8210, loss_cls: 1.5775, loss: 1.5775, grad_norm: 2.4580 2020-09-12 03:39:00,064 - mmaction - INFO - Epoch [94][100/627] lr: 6.000e-03, eta: 11:10:44, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.6294, top5_acc: 0.8210, loss_cls: 1.5731, loss: 1.5731, grad_norm: 2.4311 2020-09-12 03:39:22,268 - mmaction - INFO - Epoch [94][120/627] lr: 6.000e-03, eta: 11:10:21, time: 1.115, data_time: 0.018, memory: 8471, top1_acc: 0.6297, top5_acc: 0.8277, loss_cls: 1.5726, loss: 1.5726, grad_norm: 2.4632 2020-09-12 03:39:44,499 - mmaction - INFO - Epoch [94][140/627] lr: 6.000e-03, eta: 11:09:58, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.6284, top5_acc: 0.8193, loss_cls: 1.5657, loss: 1.5657, grad_norm: 2.4215 2020-09-12 03:40:06,835 - mmaction - INFO - Epoch [94][160/627] lr: 6.000e-03, eta: 11:09:35, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.6243, top5_acc: 0.8236, loss_cls: 1.5946, loss: 1.5946, grad_norm: 2.4640 2020-09-12 03:40:29,119 - mmaction - INFO - Epoch [94][180/627] lr: 6.000e-03, eta: 11:09:13, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.6328, top5_acc: 0.8233, loss_cls: 1.5798, loss: 1.5798, grad_norm: 2.4390 2020-09-12 03:40:51,345 - mmaction - INFO - Epoch [94][200/627] lr: 6.000e-03, eta: 11:08:50, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.6294, top5_acc: 0.8159, loss_cls: 1.5934, loss: 1.5934, grad_norm: 2.4548 2020-09-12 03:41:13,509 - mmaction - INFO - Epoch [94][220/627] lr: 6.000e-03, eta: 11:08:27, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.6339, top5_acc: 0.8255, loss_cls: 1.5722, loss: 1.5722, grad_norm: 2.4461 2020-09-12 03:41:35,743 - mmaction - INFO - Epoch [94][240/627] lr: 6.000e-03, eta: 11:08:04, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6376, top5_acc: 0.8264, loss_cls: 1.5468, loss: 1.5468, grad_norm: 2.4164 2020-09-12 03:41:58,006 - mmaction - INFO - Epoch [94][260/627] lr: 6.000e-03, eta: 11:07:42, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6198, top5_acc: 0.8148, loss_cls: 1.6180, loss: 1.6180, grad_norm: 2.4906 2020-09-12 03:42:20,320 - mmaction - INFO - Epoch [94][280/627] lr: 6.000e-03, eta: 11:07:19, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6289, top5_acc: 0.8184, loss_cls: 1.5913, loss: 1.5913, grad_norm: 2.4578 2020-09-12 03:42:42,697 - mmaction - INFO - Epoch [94][300/627] lr: 6.000e-03, eta: 11:06:56, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.6303, top5_acc: 0.8203, loss_cls: 1.5834, loss: 1.5834, grad_norm: 2.4502 2020-09-12 03:43:04,988 - mmaction - INFO - Epoch [94][320/627] lr: 6.000e-03, eta: 11:06:33, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.6215, top5_acc: 0.8232, loss_cls: 1.6010, loss: 1.6010, grad_norm: 2.4941 2020-09-12 03:43:27,271 - mmaction - INFO - Epoch [94][340/627] lr: 6.000e-03, eta: 11:06:11, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6357, top5_acc: 0.8257, loss_cls: 1.5568, loss: 1.5568, grad_norm: 2.4369 2020-09-12 03:43:49,556 - mmaction - INFO - Epoch [94][360/627] lr: 6.000e-03, eta: 11:05:48, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.6376, top5_acc: 0.8254, loss_cls: 1.5603, loss: 1.5603, grad_norm: 2.4886 2020-09-12 03:44:11,769 - mmaction - INFO - Epoch [94][380/627] lr: 6.000e-03, eta: 11:05:25, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5633, loss: 1.5633, grad_norm: 2.4349 2020-09-12 03:44:34,047 - mmaction - INFO - Epoch [94][400/627] lr: 6.000e-03, eta: 11:05:02, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.6329, top5_acc: 0.8345, loss_cls: 1.5307, loss: 1.5307, grad_norm: 2.4558 2020-09-12 03:44:56,322 - mmaction - INFO - Epoch [94][420/627] lr: 6.000e-03, eta: 11:04:39, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.6297, top5_acc: 0.8230, loss_cls: 1.5840, loss: 1.5840, grad_norm: 2.4681 2020-09-12 03:45:18,509 - mmaction - INFO - Epoch [94][440/627] lr: 6.000e-03, eta: 11:04:17, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.6277, top5_acc: 0.8214, loss_cls: 1.5881, loss: 1.5881, grad_norm: 2.4730 2020-09-12 03:45:40,725 - mmaction - INFO - Epoch [94][460/627] lr: 6.000e-03, eta: 11:03:54, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6314, top5_acc: 0.8221, loss_cls: 1.5749, loss: 1.5749, grad_norm: 2.4526 2020-09-12 03:46:03,019 - mmaction - INFO - Epoch [94][480/627] lr: 6.000e-03, eta: 11:03:31, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6228, top5_acc: 0.8152, loss_cls: 1.6178, loss: 1.6178, grad_norm: 2.5025 2020-09-12 03:46:25,257 - mmaction - INFO - Epoch [94][500/627] lr: 6.000e-03, eta: 11:03:08, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6371, top5_acc: 0.8240, loss_cls: 1.5536, loss: 1.5536, grad_norm: 2.4620 2020-09-12 03:46:47,479 - mmaction - INFO - Epoch [94][520/627] lr: 6.000e-03, eta: 11:02:45, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.6384, top5_acc: 0.8303, loss_cls: 1.5236, loss: 1.5236, grad_norm: 2.4292 2020-09-12 03:47:09,732 - mmaction - INFO - Epoch [94][540/627] lr: 6.000e-03, eta: 11:02:23, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.6288, top5_acc: 0.8268, loss_cls: 1.5656, loss: 1.5656, grad_norm: 2.4693 2020-09-12 03:47:31,893 - mmaction - INFO - Epoch [94][560/627] lr: 6.000e-03, eta: 11:02:00, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6388, top5_acc: 0.8254, loss_cls: 1.5539, loss: 1.5539, grad_norm: 2.4191 2020-09-12 03:47:54,131 - mmaction - INFO - Epoch [94][580/627] lr: 6.000e-03, eta: 11:01:37, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.6318, top5_acc: 0.8264, loss_cls: 1.5668, loss: 1.5668, grad_norm: 2.4986 2020-09-12 03:48:16,540 - mmaction - INFO - Epoch [94][600/627] lr: 6.000e-03, eta: 11:01:14, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6371, top5_acc: 0.8289, loss_cls: 1.5342, loss: 1.5342, grad_norm: 2.4688 2020-09-12 03:48:38,878 - mmaction - INFO - Epoch [94][620/627] lr: 6.000e-03, eta: 11:00:52, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.6303, top5_acc: 0.8249, loss_cls: 1.5660, loss: 1.5660, grad_norm: 2.5146 2020-09-12 03:49:19,194 - mmaction - INFO - Epoch [95][20/627] lr: 6.000e-03, eta: 11:00:23, time: 1.695, data_time: 0.535, memory: 8471, top1_acc: 0.6357, top5_acc: 0.8319, loss_cls: 1.5518, loss: 1.5518, grad_norm: 2.4889 2020-09-12 03:49:41,442 - mmaction - INFO - Epoch [95][40/627] lr: 6.000e-03, eta: 11:00:00, time: 1.116, data_time: 0.017, memory: 8471, top1_acc: 0.6359, top5_acc: 0.8285, loss_cls: 1.5492, loss: 1.5492, grad_norm: 2.4616 2020-09-12 03:50:03,585 - mmaction - INFO - Epoch [95][60/627] lr: 6.000e-03, eta: 10:59:38, time: 1.109, data_time: 0.013, memory: 8471, top1_acc: 0.6359, top5_acc: 0.8275, loss_cls: 1.5495, loss: 1.5495, grad_norm: 2.4777 2020-09-12 03:50:25,747 - mmaction - INFO - Epoch [95][80/627] lr: 6.000e-03, eta: 10:59:15, time: 1.101, data_time: 0.003, memory: 8471, top1_acc: 0.6445, top5_acc: 0.8332, loss_cls: 1.5094, loss: 1.5094, grad_norm: 2.4358 2020-09-12 03:50:48,044 - mmaction - INFO - Epoch [95][100/627] lr: 6.000e-03, eta: 10:58:52, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.6286, top5_acc: 0.8249, loss_cls: 1.5742, loss: 1.5742, grad_norm: 2.4828 2020-09-12 03:51:10,404 - mmaction - INFO - Epoch [95][120/627] lr: 6.000e-03, eta: 10:58:29, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6379, top5_acc: 0.8292, loss_cls: 1.5493, loss: 1.5493, grad_norm: 2.4860 2020-09-12 03:51:32,843 - mmaction - INFO - Epoch [95][140/627] lr: 6.000e-03, eta: 10:58:07, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.6310, top5_acc: 0.8280, loss_cls: 1.5613, loss: 1.5613, grad_norm: 2.4938 2020-09-12 03:51:55,069 - mmaction - INFO - Epoch [95][160/627] lr: 6.000e-03, eta: 10:57:44, time: 1.120, data_time: 0.014, memory: 8471, top1_acc: 0.6312, top5_acc: 0.8277, loss_cls: 1.5551, loss: 1.5551, grad_norm: 2.4830 2020-09-12 03:52:17,310 - mmaction - INFO - Epoch [95][180/627] lr: 6.000e-03, eta: 10:57:21, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.6249, top5_acc: 0.8260, loss_cls: 1.5649, loss: 1.5649, grad_norm: 2.5010 2020-09-12 03:52:39,640 - mmaction - INFO - Epoch [95][200/627] lr: 6.000e-03, eta: 10:56:58, time: 1.122, data_time: 0.013, memory: 8471, top1_acc: 0.6473, top5_acc: 0.8346, loss_cls: 1.5107, loss: 1.5107, grad_norm: 2.4743 2020-09-12 03:53:01,917 - mmaction - INFO - Epoch [95][220/627] lr: 6.000e-03, eta: 10:56:35, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.6335, top5_acc: 0.8251, loss_cls: 1.5576, loss: 1.5576, grad_norm: 2.5041 2020-09-12 03:53:24,259 - mmaction - INFO - Epoch [95][240/627] lr: 6.000e-03, eta: 10:56:13, time: 1.124, data_time: 0.014, memory: 8471, top1_acc: 0.6379, top5_acc: 0.8266, loss_cls: 1.5502, loss: 1.5502, grad_norm: 2.4717 2020-09-12 03:53:46,615 - mmaction - INFO - Epoch [95][260/627] lr: 6.000e-03, eta: 10:55:50, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6285, top5_acc: 0.8283, loss_cls: 1.5543, loss: 1.5543, grad_norm: 2.4605 2020-09-12 03:54:08,918 - mmaction - INFO - Epoch [95][280/627] lr: 6.000e-03, eta: 10:55:27, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.6344, top5_acc: 0.8221, loss_cls: 1.5814, loss: 1.5814, grad_norm: 2.5087 2020-09-12 03:54:31,177 - mmaction - INFO - Epoch [95][300/627] lr: 6.000e-03, eta: 10:55:05, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6346, top5_acc: 0.8296, loss_cls: 1.5445, loss: 1.5445, grad_norm: 2.4901 2020-09-12 03:54:53,395 - mmaction - INFO - Epoch [95][320/627] lr: 6.000e-03, eta: 10:54:42, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6314, top5_acc: 0.8316, loss_cls: 1.5562, loss: 1.5562, grad_norm: 2.4893 2020-09-12 03:55:15,681 - mmaction - INFO - Epoch [95][340/627] lr: 6.000e-03, eta: 10:54:19, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.6372, top5_acc: 0.8335, loss_cls: 1.5168, loss: 1.5168, grad_norm: 2.4610 2020-09-12 03:55:37,935 - mmaction - INFO - Epoch [95][360/627] lr: 6.000e-03, eta: 10:53:56, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.6332, top5_acc: 0.8259, loss_cls: 1.5523, loss: 1.5523, grad_norm: 2.5083 2020-09-12 03:56:00,170 - mmaction - INFO - Epoch [95][380/627] lr: 6.000e-03, eta: 10:53:33, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6299, top5_acc: 0.8310, loss_cls: 1.5435, loss: 1.5435, grad_norm: 2.4851 2020-09-12 03:56:22,453 - mmaction - INFO - Epoch [95][400/627] lr: 6.000e-03, eta: 10:53:11, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6348, top5_acc: 0.8237, loss_cls: 1.5532, loss: 1.5532, grad_norm: 2.4917 2020-09-12 03:56:44,754 - mmaction - INFO - Epoch [95][420/627] lr: 6.000e-03, eta: 10:52:48, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6267, top5_acc: 0.8201, loss_cls: 1.6051, loss: 1.6051, grad_norm: 2.5040 2020-09-12 03:57:06,927 - mmaction - INFO - Epoch [95][440/627] lr: 6.000e-03, eta: 10:52:25, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6350, top5_acc: 0.8266, loss_cls: 1.5522, loss: 1.5522, grad_norm: 2.4656 2020-09-12 03:57:29,172 - mmaction - INFO - Epoch [95][460/627] lr: 6.000e-03, eta: 10:52:02, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6408, top5_acc: 0.8262, loss_cls: 1.5364, loss: 1.5364, grad_norm: 2.4551 2020-09-12 03:57:51,396 - mmaction - INFO - Epoch [95][480/627] lr: 6.000e-03, eta: 10:51:40, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6309, top5_acc: 0.8277, loss_cls: 1.5523, loss: 1.5523, grad_norm: 2.5337 2020-09-12 03:58:13,640 - mmaction - INFO - Epoch [95][500/627] lr: 6.000e-03, eta: 10:51:17, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.6387, top5_acc: 0.8298, loss_cls: 1.5309, loss: 1.5309, grad_norm: 2.4948 2020-09-12 03:58:35,923 - mmaction - INFO - Epoch [95][520/627] lr: 6.000e-03, eta: 10:50:54, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6280, top5_acc: 0.8169, loss_cls: 1.5821, loss: 1.5821, grad_norm: 2.5521 2020-09-12 03:58:58,176 - mmaction - INFO - Epoch [95][540/627] lr: 6.000e-03, eta: 10:50:31, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6339, top5_acc: 0.8294, loss_cls: 1.5606, loss: 1.5606, grad_norm: 2.5283 2020-09-12 03:59:20,484 - mmaction - INFO - Epoch [95][560/627] lr: 6.000e-03, eta: 10:50:09, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.6401, top5_acc: 0.8302, loss_cls: 1.5126, loss: 1.5126, grad_norm: 2.4814 2020-09-12 03:59:42,775 - mmaction - INFO - Epoch [95][580/627] lr: 6.000e-03, eta: 10:49:46, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.6335, top5_acc: 0.8257, loss_cls: 1.5428, loss: 1.5428, grad_norm: 2.5158 2020-09-12 04:00:05,073 - mmaction - INFO - Epoch [95][600/627] lr: 6.000e-03, eta: 10:49:23, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.6470, top5_acc: 0.8290, loss_cls: 1.5224, loss: 1.5224, grad_norm: 2.4891 2020-09-12 04:00:27,398 - mmaction - INFO - Epoch [95][620/627] lr: 6.000e-03, eta: 10:49:00, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6352, top5_acc: 0.8290, loss_cls: 1.5528, loss: 1.5528, grad_norm: 2.5090 2020-09-12 04:00:47,549 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-09-12 04:01:51,496 - mmaction - INFO - Epoch [96][20/627] lr: 6.000e-03, eta: 10:48:48, time: 3.116, data_time: 1.929, memory: 8471, top1_acc: 0.6335, top5_acc: 0.8257, loss_cls: 1.5519, loss: 1.5519, grad_norm: 2.5308 2020-09-12 04:02:13,667 - mmaction - INFO - Epoch [96][40/627] lr: 6.000e-03, eta: 10:48:25, time: 1.103, data_time: 0.005, memory: 8471, top1_acc: 0.6473, top5_acc: 0.8283, loss_cls: 1.5075, loss: 1.5075, grad_norm: 2.4814 2020-09-12 04:02:35,826 - mmaction - INFO - Epoch [96][60/627] lr: 6.000e-03, eta: 10:48:03, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6421, top5_acc: 0.8313, loss_cls: 1.5243, loss: 1.5243, grad_norm: 2.5208 2020-09-12 04:02:58,105 - mmaction - INFO - Epoch [96][80/627] lr: 6.000e-03, eta: 10:47:40, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.6314, top5_acc: 0.8214, loss_cls: 1.5530, loss: 1.5530, grad_norm: 2.5360 2020-09-12 04:03:20,378 - mmaction - INFO - Epoch [96][100/627] lr: 6.000e-03, eta: 10:47:17, time: 1.119, data_time: 0.016, memory: 8471, top1_acc: 0.6465, top5_acc: 0.8342, loss_cls: 1.5027, loss: 1.5027, grad_norm: 2.4872 2020-09-12 04:03:42,581 - mmaction - INFO - Epoch [96][120/627] lr: 6.000e-03, eta: 10:46:54, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6406, top5_acc: 0.8230, loss_cls: 1.5555, loss: 1.5555, grad_norm: 2.5228 2020-09-12 04:04:04,810 - mmaction - INFO - Epoch [96][140/627] lr: 6.000e-03, eta: 10:46:31, time: 1.113, data_time: 0.016, memory: 8471, top1_acc: 0.6326, top5_acc: 0.8316, loss_cls: 1.5263, loss: 1.5263, grad_norm: 2.5390 2020-09-12 04:04:27,051 - mmaction - INFO - Epoch [96][160/627] lr: 6.000e-03, eta: 10:46:09, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6322, top5_acc: 0.8296, loss_cls: 1.5496, loss: 1.5496, grad_norm: 2.5278 2020-09-12 04:04:49,299 - mmaction - INFO - Epoch [96][180/627] lr: 6.000e-03, eta: 10:45:46, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6345, top5_acc: 0.8281, loss_cls: 1.5411, loss: 1.5411, grad_norm: 2.5552 2020-09-12 04:05:11,680 - mmaction - INFO - Epoch [96][200/627] lr: 6.000e-03, eta: 10:45:23, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.6382, top5_acc: 0.8216, loss_cls: 1.5338, loss: 1.5338, grad_norm: 2.5050 2020-09-12 04:05:34,037 - mmaction - INFO - Epoch [96][220/627] lr: 6.000e-03, eta: 10:45:00, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.6313, top5_acc: 0.8243, loss_cls: 1.5762, loss: 1.5762, grad_norm: 2.5150 2020-09-12 04:05:56,376 - mmaction - INFO - Epoch [96][240/627] lr: 6.000e-03, eta: 10:44:38, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4985, loss: 1.4985, grad_norm: 2.5088 2020-09-12 04:06:18,584 - mmaction - INFO - Epoch [96][260/627] lr: 6.000e-03, eta: 10:44:15, time: 1.101, data_time: 0.004, memory: 8471, top1_acc: 0.6368, top5_acc: 0.8306, loss_cls: 1.5313, loss: 1.5313, grad_norm: 2.5590 2020-09-12 04:06:40,789 - mmaction - INFO - Epoch [96][280/627] lr: 6.000e-03, eta: 10:43:52, time: 1.116, data_time: 0.017, memory: 8471, top1_acc: 0.6329, top5_acc: 0.8280, loss_cls: 1.5557, loss: 1.5557, grad_norm: 2.5370 2020-09-12 04:07:03,025 - mmaction - INFO - Epoch [96][300/627] lr: 6.000e-03, eta: 10:43:29, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.6314, top5_acc: 0.8240, loss_cls: 1.5746, loss: 1.5746, grad_norm: 2.5548 2020-09-12 04:07:25,367 - mmaction - INFO - Epoch [96][320/627] lr: 6.000e-03, eta: 10:43:07, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.6426, top5_acc: 0.8238, loss_cls: 1.5236, loss: 1.5236, grad_norm: 2.5255 2020-09-12 04:07:47,691 - mmaction - INFO - Epoch [96][340/627] lr: 6.000e-03, eta: 10:42:44, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.6426, top5_acc: 0.8309, loss_cls: 1.5370, loss: 1.5370, grad_norm: 2.5415 2020-09-12 04:08:10,016 - mmaction - INFO - Epoch [96][360/627] lr: 6.000e-03, eta: 10:42:21, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.6449, top5_acc: 0.8309, loss_cls: 1.5155, loss: 1.5155, grad_norm: 2.5076 2020-09-12 04:08:32,368 - mmaction - INFO - Epoch [96][380/627] lr: 6.000e-03, eta: 10:41:58, time: 1.122, data_time: 0.010, memory: 8471, top1_acc: 0.6270, top5_acc: 0.8241, loss_cls: 1.5683, loss: 1.5683, grad_norm: 2.5562 2020-09-12 04:08:54,643 - mmaction - INFO - Epoch [96][400/627] lr: 6.000e-03, eta: 10:41:36, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6401, top5_acc: 0.8327, loss_cls: 1.5245, loss: 1.5245, grad_norm: 2.5573 2020-09-12 04:09:16,850 - mmaction - INFO - Epoch [96][420/627] lr: 6.000e-03, eta: 10:41:13, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.6389, top5_acc: 0.8271, loss_cls: 1.5518, loss: 1.5518, grad_norm: 2.5601 2020-09-12 04:09:39,135 - mmaction - INFO - Epoch [96][440/627] lr: 6.000e-03, eta: 10:40:50, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6406, top5_acc: 0.8314, loss_cls: 1.5196, loss: 1.5196, grad_norm: 2.5315 2020-09-12 04:10:01,424 - mmaction - INFO - Epoch [96][460/627] lr: 6.000e-03, eta: 10:40:27, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.6409, top5_acc: 0.8294, loss_cls: 1.5323, loss: 1.5323, grad_norm: 2.5680 2020-09-12 04:10:23,665 - mmaction - INFO - Epoch [96][480/627] lr: 6.000e-03, eta: 10:40:04, time: 1.118, data_time: 0.016, memory: 8471, top1_acc: 0.6398, top5_acc: 0.8236, loss_cls: 1.5448, loss: 1.5448, grad_norm: 2.5772 2020-09-12 04:10:45,933 - mmaction - INFO - Epoch [96][500/627] lr: 6.000e-03, eta: 10:39:42, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6478, top5_acc: 0.8344, loss_cls: 1.5065, loss: 1.5065, grad_norm: 2.5408 2020-09-12 04:11:08,209 - mmaction - INFO - Epoch [96][520/627] lr: 6.000e-03, eta: 10:39:19, time: 1.112, data_time: 0.015, memory: 8471, top1_acc: 0.6402, top5_acc: 0.8305, loss_cls: 1.5267, loss: 1.5267, grad_norm: 2.5193 2020-09-12 04:11:30,568 - mmaction - INFO - Epoch [96][540/627] lr: 6.000e-03, eta: 10:38:56, time: 1.119, data_time: 0.021, memory: 8471, top1_acc: 0.6320, top5_acc: 0.8268, loss_cls: 1.5487, loss: 1.5487, grad_norm: 2.5211 2020-09-12 04:11:52,832 - mmaction - INFO - Epoch [96][560/627] lr: 6.000e-03, eta: 10:38:33, time: 1.118, data_time: 0.016, memory: 8471, top1_acc: 0.6401, top5_acc: 0.8352, loss_cls: 1.5234, loss: 1.5234, grad_norm: 2.5504 2020-09-12 04:12:15,134 - mmaction - INFO - Epoch [96][580/627] lr: 6.000e-03, eta: 10:38:11, time: 1.119, data_time: 0.014, memory: 8471, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5254, loss: 1.5254, grad_norm: 2.5641 2020-09-12 04:12:37,427 - mmaction - INFO - Epoch [96][600/627] lr: 6.000e-03, eta: 10:37:48, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6341, top5_acc: 0.8305, loss_cls: 1.5402, loss: 1.5402, grad_norm: 2.5500 2020-09-12 04:12:59,672 - mmaction - INFO - Epoch [96][620/627] lr: 6.000e-03, eta: 10:37:25, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.6434, top5_acc: 0.8303, loss_cls: 1.5127, loss: 1.5127, grad_norm: 2.5147 2020-09-12 04:13:39,966 - mmaction - INFO - Epoch [97][20/627] lr: 6.000e-03, eta: 10:36:57, time: 1.699, data_time: 0.537, memory: 8471, top1_acc: 0.6379, top5_acc: 0.8286, loss_cls: 1.5311, loss: 1.5311, grad_norm: 2.5192 2020-09-12 04:14:02,086 - mmaction - INFO - Epoch [97][40/627] lr: 6.000e-03, eta: 10:36:34, time: 1.105, data_time: 0.014, memory: 8471, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4964, loss: 1.4964, grad_norm: 2.5072 2020-09-12 04:14:24,233 - mmaction - INFO - Epoch [97][60/627] lr: 6.000e-03, eta: 10:36:11, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.6387, top5_acc: 0.8263, loss_cls: 1.5296, loss: 1.5296, grad_norm: 2.5578 2020-09-12 04:14:46,427 - mmaction - INFO - Epoch [97][80/627] lr: 6.000e-03, eta: 10:35:48, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6457, top5_acc: 0.8306, loss_cls: 1.5135, loss: 1.5135, grad_norm: 2.5353 2020-09-12 04:15:08,616 - mmaction - INFO - Epoch [97][100/627] lr: 6.000e-03, eta: 10:35:25, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6464, top5_acc: 0.8326, loss_cls: 1.5232, loss: 1.5232, grad_norm: 2.5526 2020-09-12 04:15:30,833 - mmaction - INFO - Epoch [97][120/627] lr: 6.000e-03, eta: 10:35:02, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6323, top5_acc: 0.8207, loss_cls: 1.5624, loss: 1.5624, grad_norm: 2.5962 2020-09-12 04:15:53,115 - mmaction - INFO - Epoch [97][140/627] lr: 6.000e-03, eta: 10:34:40, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.6434, top5_acc: 0.8307, loss_cls: 1.5111, loss: 1.5111, grad_norm: 2.4986 2020-09-12 04:16:15,421 - mmaction - INFO - Epoch [97][160/627] lr: 6.000e-03, eta: 10:34:17, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6471, top5_acc: 0.8372, loss_cls: 1.5030, loss: 1.5030, grad_norm: 2.5542 2020-09-12 04:16:37,725 - mmaction - INFO - Epoch [97][180/627] lr: 6.000e-03, eta: 10:33:54, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.6405, top5_acc: 0.8328, loss_cls: 1.5129, loss: 1.5129, grad_norm: 2.5469 2020-09-12 04:17:00,040 - mmaction - INFO - Epoch [97][200/627] lr: 6.000e-03, eta: 10:33:32, time: 1.116, data_time: 0.002, memory: 8471, top1_acc: 0.6359, top5_acc: 0.8296, loss_cls: 1.5473, loss: 1.5473, grad_norm: 2.6000 2020-09-12 04:17:22,317 - mmaction - INFO - Epoch [97][220/627] lr: 6.000e-03, eta: 10:33:09, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6384, top5_acc: 0.8319, loss_cls: 1.5211, loss: 1.5211, grad_norm: 2.5778 2020-09-12 04:17:44,691 - mmaction - INFO - Epoch [97][240/627] lr: 6.000e-03, eta: 10:32:46, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.6382, top5_acc: 0.8225, loss_cls: 1.5468, loss: 1.5468, grad_norm: 2.5675 2020-09-12 04:18:06,961 - mmaction - INFO - Epoch [97][260/627] lr: 6.000e-03, eta: 10:32:23, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6395, top5_acc: 0.8284, loss_cls: 1.5370, loss: 1.5370, grad_norm: 2.5591 2020-09-12 04:18:29,286 - mmaction - INFO - Epoch [97][280/627] lr: 6.000e-03, eta: 10:32:00, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6397, top5_acc: 0.8318, loss_cls: 1.5262, loss: 1.5262, grad_norm: 2.5569 2020-09-12 04:18:51,518 - mmaction - INFO - Epoch [97][300/627] lr: 6.000e-03, eta: 10:31:38, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.6435, top5_acc: 0.8337, loss_cls: 1.5037, loss: 1.5037, grad_norm: 2.5569 2020-09-12 04:19:13,802 - mmaction - INFO - Epoch [97][320/627] lr: 6.000e-03, eta: 10:31:15, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6393, top5_acc: 0.8255, loss_cls: 1.5496, loss: 1.5496, grad_norm: 2.5999 2020-09-12 04:19:36,061 - mmaction - INFO - Epoch [97][340/627] lr: 6.000e-03, eta: 10:30:52, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6385, top5_acc: 0.8267, loss_cls: 1.5399, loss: 1.5399, grad_norm: 2.6012 2020-09-12 04:19:58,366 - mmaction - INFO - Epoch [97][360/627] lr: 6.000e-03, eta: 10:30:29, time: 1.106, data_time: 0.009, memory: 8471, top1_acc: 0.6456, top5_acc: 0.8370, loss_cls: 1.4835, loss: 1.4835, grad_norm: 2.5460 2020-09-12 04:20:20,677 - mmaction - INFO - Epoch [97][380/627] lr: 6.000e-03, eta: 10:30:07, time: 1.122, data_time: 0.015, memory: 8471, top1_acc: 0.6410, top5_acc: 0.8340, loss_cls: 1.5241, loss: 1.5241, grad_norm: 2.5844 2020-09-12 04:20:43,049 - mmaction - INFO - Epoch [97][400/627] lr: 6.000e-03, eta: 10:29:44, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.6426, top5_acc: 0.8292, loss_cls: 1.5283, loss: 1.5283, grad_norm: 2.5975 2020-09-12 04:21:05,331 - mmaction - INFO - Epoch [97][420/627] lr: 6.000e-03, eta: 10:29:21, time: 1.111, data_time: 0.017, memory: 8471, top1_acc: 0.6366, top5_acc: 0.8367, loss_cls: 1.5042, loss: 1.5042, grad_norm: 2.5919 2020-09-12 04:21:27,620 - mmaction - INFO - Epoch [97][440/627] lr: 6.000e-03, eta: 10:28:58, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.6378, top5_acc: 0.8316, loss_cls: 1.5126, loss: 1.5126, grad_norm: 2.5405 2020-09-12 04:21:49,924 - mmaction - INFO - Epoch [97][460/627] lr: 6.000e-03, eta: 10:28:36, time: 1.125, data_time: 0.017, memory: 8471, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4933, loss: 1.4933, grad_norm: 2.5937 2020-09-12 04:22:12,090 - mmaction - INFO - Epoch [97][480/627] lr: 6.000e-03, eta: 10:28:13, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.6421, top5_acc: 0.8349, loss_cls: 1.5050, loss: 1.5050, grad_norm: 2.5870 2020-09-12 04:22:34,267 - mmaction - INFO - Epoch [97][500/627] lr: 6.000e-03, eta: 10:27:50, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.6458, top5_acc: 0.8354, loss_cls: 1.4995, loss: 1.4995, grad_norm: 2.5722 2020-09-12 04:22:56,522 - mmaction - INFO - Epoch [97][520/627] lr: 6.000e-03, eta: 10:27:27, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6440, top5_acc: 0.8289, loss_cls: 1.5202, loss: 1.5202, grad_norm: 2.5803 2020-09-12 04:23:18,784 - mmaction - INFO - Epoch [97][540/627] lr: 6.000e-03, eta: 10:27:05, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.6408, top5_acc: 0.8289, loss_cls: 1.5215, loss: 1.5215, grad_norm: 2.5717 2020-09-12 04:23:41,053 - mmaction - INFO - Epoch [97][560/627] lr: 6.000e-03, eta: 10:26:42, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6440, top5_acc: 0.8284, loss_cls: 1.5137, loss: 1.5137, grad_norm: 2.5764 2020-09-12 04:24:03,347 - mmaction - INFO - Epoch [97][580/627] lr: 6.000e-03, eta: 10:26:19, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.6453, top5_acc: 0.8379, loss_cls: 1.4998, loss: 1.4998, grad_norm: 2.5878 2020-09-12 04:24:25,536 - mmaction - INFO - Epoch [97][600/627] lr: 6.000e-03, eta: 10:25:56, time: 1.114, data_time: 0.016, memory: 8471, top1_acc: 0.6434, top5_acc: 0.8354, loss_cls: 1.4901, loss: 1.4901, grad_norm: 2.5738 2020-09-12 04:24:47,747 - mmaction - INFO - Epoch [97][620/627] lr: 6.000e-03, eta: 10:25:33, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6335, top5_acc: 0.8289, loss_cls: 1.5496, loss: 1.5496, grad_norm: 2.6363 2020-09-12 04:25:28,079 - mmaction - INFO - Epoch [98][20/627] lr: 6.000e-03, eta: 10:25:05, time: 1.695, data_time: 0.541, memory: 8471, top1_acc: 0.6493, top5_acc: 0.8382, loss_cls: 1.4989, loss: 1.4989, grad_norm: 2.5995 2020-09-12 04:25:50,475 - mmaction - INFO - Epoch [98][40/627] lr: 6.000e-03, eta: 10:24:42, time: 1.127, data_time: 0.017, memory: 8471, top1_acc: 0.6452, top5_acc: 0.8367, loss_cls: 1.5001, loss: 1.5001, grad_norm: 2.5769 2020-09-12 04:26:12,698 - mmaction - INFO - Epoch [98][60/627] lr: 6.000e-03, eta: 10:24:19, time: 1.108, data_time: 0.011, memory: 8471, top1_acc: 0.6322, top5_acc: 0.8270, loss_cls: 1.5312, loss: 1.5312, grad_norm: 2.6258 2020-09-12 04:26:34,967 - mmaction - INFO - Epoch [98][80/627] lr: 6.000e-03, eta: 10:23:57, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.6484, top5_acc: 0.8319, loss_cls: 1.5021, loss: 1.5021, grad_norm: 2.6017 2020-09-12 04:26:57,202 - mmaction - INFO - Epoch [98][100/627] lr: 6.000e-03, eta: 10:23:34, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.6445, top5_acc: 0.8285, loss_cls: 1.5189, loss: 1.5189, grad_norm: 2.5549 2020-09-12 04:27:19,462 - mmaction - INFO - Epoch [98][120/627] lr: 6.000e-03, eta: 10:23:11, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6490, top5_acc: 0.8350, loss_cls: 1.4803, loss: 1.4803, grad_norm: 2.5564 2020-09-12 04:27:41,750 - mmaction - INFO - Epoch [98][140/627] lr: 6.000e-03, eta: 10:22:48, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6431, top5_acc: 0.8283, loss_cls: 1.5315, loss: 1.5315, grad_norm: 2.6567 2020-09-12 04:28:03,978 - mmaction - INFO - Epoch [98][160/627] lr: 6.000e-03, eta: 10:22:26, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.6410, top5_acc: 0.8320, loss_cls: 1.5164, loss: 1.5164, grad_norm: 2.5811 2020-09-12 04:28:26,361 - mmaction - INFO - Epoch [98][180/627] lr: 6.000e-03, eta: 10:22:03, time: 1.125, data_time: 0.009, memory: 8471, top1_acc: 0.6324, top5_acc: 0.8289, loss_cls: 1.5361, loss: 1.5361, grad_norm: 2.6279 2020-09-12 04:28:48,589 - mmaction - INFO - Epoch [98][200/627] lr: 6.000e-03, eta: 10:21:40, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6448, top5_acc: 0.8362, loss_cls: 1.4998, loss: 1.4998, grad_norm: 2.6158 2020-09-12 04:29:10,937 - mmaction - INFO - Epoch [98][220/627] lr: 6.000e-03, eta: 10:21:17, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.6354, top5_acc: 0.8331, loss_cls: 1.5328, loss: 1.5328, grad_norm: 2.6325 2020-09-12 04:29:33,200 - mmaction - INFO - Epoch [98][240/627] lr: 6.000e-03, eta: 10:20:55, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6376, top5_acc: 0.8309, loss_cls: 1.5305, loss: 1.5305, grad_norm: 2.6023 2020-09-12 04:29:55,502 - mmaction - INFO - Epoch [98][260/627] lr: 6.000e-03, eta: 10:20:32, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6432, top5_acc: 0.8299, loss_cls: 1.5264, loss: 1.5264, grad_norm: 2.5978 2020-09-12 04:30:17,744 - mmaction - INFO - Epoch [98][280/627] lr: 6.000e-03, eta: 10:20:09, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.6447, top5_acc: 0.8340, loss_cls: 1.5162, loss: 1.5162, grad_norm: 2.5811 2020-09-12 04:30:39,990 - mmaction - INFO - Epoch [98][300/627] lr: 6.000e-03, eta: 10:19:46, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4738, loss: 1.4738, grad_norm: 2.6111 2020-09-12 04:31:02,184 - mmaction - INFO - Epoch [98][320/627] lr: 6.000e-03, eta: 10:19:24, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6402, top5_acc: 0.8294, loss_cls: 1.5136, loss: 1.5136, grad_norm: 2.5933 2020-09-12 04:31:24,458 - mmaction - INFO - Epoch [98][340/627] lr: 6.000e-03, eta: 10:19:01, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6486, top5_acc: 0.8340, loss_cls: 1.4983, loss: 1.4983, grad_norm: 2.5840 2020-09-12 04:31:46,711 - mmaction - INFO - Epoch [98][360/627] lr: 6.000e-03, eta: 10:18:38, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6410, top5_acc: 0.8355, loss_cls: 1.5031, loss: 1.5031, grad_norm: 2.6065 2020-09-12 04:32:08,902 - mmaction - INFO - Epoch [98][380/627] lr: 6.000e-03, eta: 10:18:15, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.6475, top5_acc: 0.8384, loss_cls: 1.4956, loss: 1.4956, grad_norm: 2.6042 2020-09-12 04:32:31,125 - mmaction - INFO - Epoch [98][400/627] lr: 6.000e-03, eta: 10:17:53, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6424, top5_acc: 0.8305, loss_cls: 1.5117, loss: 1.5117, grad_norm: 2.6337 2020-09-12 04:32:53,395 - mmaction - INFO - Epoch [98][420/627] lr: 6.000e-03, eta: 10:17:30, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6456, top5_acc: 0.8315, loss_cls: 1.5197, loss: 1.5197, grad_norm: 2.6130 2020-09-12 04:33:15,701 - mmaction - INFO - Epoch [98][440/627] lr: 6.000e-03, eta: 10:17:07, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6358, top5_acc: 0.8358, loss_cls: 1.5174, loss: 1.5174, grad_norm: 2.6380 2020-09-12 04:33:37,949 - mmaction - INFO - Epoch [98][460/627] lr: 6.000e-03, eta: 10:16:44, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6396, top5_acc: 0.8286, loss_cls: 1.5372, loss: 1.5372, grad_norm: 2.5961 2020-09-12 04:34:00,255 - mmaction - INFO - Epoch [98][480/627] lr: 6.000e-03, eta: 10:16:22, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.6488, top5_acc: 0.8376, loss_cls: 1.4954, loss: 1.4954, grad_norm: 2.6045 2020-09-12 04:34:22,384 - mmaction - INFO - Epoch [98][500/627] lr: 6.000e-03, eta: 10:15:59, time: 1.097, data_time: 0.006, memory: 8471, top1_acc: 0.6353, top5_acc: 0.8309, loss_cls: 1.5217, loss: 1.5217, grad_norm: 2.6137 2020-09-12 04:34:44,565 - mmaction - INFO - Epoch [98][520/627] lr: 6.000e-03, eta: 10:15:36, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.6461, top5_acc: 0.8276, loss_cls: 1.5331, loss: 1.5331, grad_norm: 2.6319 2020-09-12 04:35:06,911 - mmaction - INFO - Epoch [98][540/627] lr: 6.000e-03, eta: 10:15:13, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.6458, top5_acc: 0.8326, loss_cls: 1.5071, loss: 1.5071, grad_norm: 2.6425 2020-09-12 04:35:29,243 - mmaction - INFO - Epoch [98][560/627] lr: 6.000e-03, eta: 10:14:51, time: 1.118, data_time: 0.005, memory: 8471, top1_acc: 0.6375, top5_acc: 0.8292, loss_cls: 1.5366, loss: 1.5366, grad_norm: 2.6324 2020-09-12 04:35:51,610 - mmaction - INFO - Epoch [98][580/627] lr: 6.000e-03, eta: 10:14:28, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.6406, top5_acc: 0.8353, loss_cls: 1.5214, loss: 1.5214, grad_norm: 2.6713 2020-09-12 04:36:13,852 - mmaction - INFO - Epoch [98][600/627] lr: 6.000e-03, eta: 10:14:05, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6496, top5_acc: 0.8327, loss_cls: 1.5057, loss: 1.5057, grad_norm: 2.5990 2020-09-12 04:36:36,118 - mmaction - INFO - Epoch [98][620/627] lr: 6.000e-03, eta: 10:13:42, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.6535, top5_acc: 0.8385, loss_cls: 1.4718, loss: 1.4718, grad_norm: 2.6017 2020-09-12 04:37:16,393 - mmaction - INFO - Epoch [99][20/627] lr: 6.000e-03, eta: 10:13:14, time: 1.699, data_time: 0.438, memory: 8471, top1_acc: 0.6428, top5_acc: 0.8264, loss_cls: 1.5232, loss: 1.5232, grad_norm: 2.6164 2020-09-12 04:37:38,601 - mmaction - INFO - Epoch [99][40/627] lr: 6.000e-03, eta: 10:12:51, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.6393, top5_acc: 0.8307, loss_cls: 1.5301, loss: 1.5301, grad_norm: 2.6409 2020-09-12 04:38:00,892 - mmaction - INFO - Epoch [99][60/627] lr: 6.000e-03, eta: 10:12:28, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.6432, top5_acc: 0.8314, loss_cls: 1.5049, loss: 1.5049, grad_norm: 2.6496 2020-09-12 04:38:23,236 - mmaction - INFO - Epoch [99][80/627] lr: 6.000e-03, eta: 10:12:05, time: 1.128, data_time: 0.016, memory: 8471, top1_acc: 0.6469, top5_acc: 0.8324, loss_cls: 1.5119, loss: 1.5119, grad_norm: 2.6325 2020-09-12 04:38:45,553 - mmaction - INFO - Epoch [99][100/627] lr: 6.000e-03, eta: 10:11:43, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.6620, top5_acc: 0.8421, loss_cls: 1.4389, loss: 1.4389, grad_norm: 2.5576 2020-09-12 04:39:07,884 - mmaction - INFO - Epoch [99][120/627] lr: 6.000e-03, eta: 10:11:20, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6454, top5_acc: 0.8319, loss_cls: 1.5068, loss: 1.5068, grad_norm: 2.6326 2020-09-12 04:39:30,238 - mmaction - INFO - Epoch [99][140/627] lr: 6.000e-03, eta: 10:10:57, time: 1.124, data_time: 0.013, memory: 8471, top1_acc: 0.6512, top5_acc: 0.8335, loss_cls: 1.5068, loss: 1.5068, grad_norm: 2.6482 2020-09-12 04:39:52,454 - mmaction - INFO - Epoch [99][160/627] lr: 6.000e-03, eta: 10:10:34, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6400, top5_acc: 0.8262, loss_cls: 1.5251, loss: 1.5251, grad_norm: 2.6556 2020-09-12 04:40:14,689 - mmaction - INFO - Epoch [99][180/627] lr: 6.000e-03, eta: 10:10:12, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.6520, top5_acc: 0.8363, loss_cls: 1.4814, loss: 1.4814, grad_norm: 2.5982 2020-09-12 04:40:36,916 - mmaction - INFO - Epoch [99][200/627] lr: 6.000e-03, eta: 10:09:49, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.6504, top5_acc: 0.8385, loss_cls: 1.4940, loss: 1.4940, grad_norm: 2.5936 2020-09-12 04:40:59,163 - mmaction - INFO - Epoch [99][220/627] lr: 6.000e-03, eta: 10:09:26, time: 1.104, data_time: 0.003, memory: 8471, top1_acc: 0.6393, top5_acc: 0.8305, loss_cls: 1.5332, loss: 1.5332, grad_norm: 2.6307 2020-09-12 04:41:21,387 - mmaction - INFO - Epoch [99][240/627] lr: 6.000e-03, eta: 10:09:03, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.6478, top5_acc: 0.8426, loss_cls: 1.4767, loss: 1.4767, grad_norm: 2.5857 2020-09-12 04:41:43,770 - mmaction - INFO - Epoch [99][260/627] lr: 6.000e-03, eta: 10:08:41, time: 1.120, data_time: 0.004, memory: 8471, top1_acc: 0.6527, top5_acc: 0.8397, loss_cls: 1.4738, loss: 1.4738, grad_norm: 2.5728 2020-09-12 04:42:05,985 - mmaction - INFO - Epoch [99][280/627] lr: 6.000e-03, eta: 10:08:18, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6396, top5_acc: 0.8320, loss_cls: 1.5039, loss: 1.5039, grad_norm: 2.6352 2020-09-12 04:42:28,265 - mmaction - INFO - Epoch [99][300/627] lr: 6.000e-03, eta: 10:07:55, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.6492, top5_acc: 0.8362, loss_cls: 1.4986, loss: 1.4986, grad_norm: 2.6370 2020-09-12 04:42:50,569 - mmaction - INFO - Epoch [99][320/627] lr: 6.000e-03, eta: 10:07:32, time: 1.113, data_time: 0.003, memory: 8471, top1_acc: 0.6556, top5_acc: 0.8355, loss_cls: 1.4832, loss: 1.4832, grad_norm: 2.5934 2020-09-12 04:43:12,745 - mmaction - INFO - Epoch [99][340/627] lr: 6.000e-03, eta: 10:07:10, time: 1.106, data_time: 0.009, memory: 8471, top1_acc: 0.6453, top5_acc: 0.8372, loss_cls: 1.4939, loss: 1.4939, grad_norm: 2.6479 2020-09-12 04:43:34,986 - mmaction - INFO - Epoch [99][360/627] lr: 6.000e-03, eta: 10:06:47, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6477, top5_acc: 0.8402, loss_cls: 1.4841, loss: 1.4841, grad_norm: 2.6617 2020-09-12 04:43:57,307 - mmaction - INFO - Epoch [99][380/627] lr: 6.000e-03, eta: 10:06:24, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6409, top5_acc: 0.8316, loss_cls: 1.5167, loss: 1.5167, grad_norm: 2.6914 2020-09-12 04:44:19,685 - mmaction - INFO - Epoch [99][400/627] lr: 6.000e-03, eta: 10:06:01, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6480, top5_acc: 0.8313, loss_cls: 1.5069, loss: 1.5069, grad_norm: 2.6700 2020-09-12 04:44:41,969 - mmaction - INFO - Epoch [99][420/627] lr: 6.000e-03, eta: 10:05:39, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.6526, top5_acc: 0.8384, loss_cls: 1.4682, loss: 1.4682, grad_norm: 2.6198 2020-09-12 04:45:04,255 - mmaction - INFO - Epoch [99][440/627] lr: 6.000e-03, eta: 10:05:16, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6380, top5_acc: 0.8340, loss_cls: 1.5146, loss: 1.5146, grad_norm: 2.6598 2020-09-12 04:45:26,474 - mmaction - INFO - Epoch [99][460/627] lr: 6.000e-03, eta: 10:04:53, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.6496, top5_acc: 0.8357, loss_cls: 1.4769, loss: 1.4769, grad_norm: 2.6276 2020-09-12 04:45:48,691 - mmaction - INFO - Epoch [99][480/627] lr: 6.000e-03, eta: 10:04:30, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.6483, top5_acc: 0.8375, loss_cls: 1.4991, loss: 1.4991, grad_norm: 2.6500 2020-09-12 04:46:10,838 - mmaction - INFO - Epoch [99][500/627] lr: 6.000e-03, eta: 10:04:08, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.6348, top5_acc: 0.8266, loss_cls: 1.5530, loss: 1.5530, grad_norm: 2.6848 2020-09-12 04:46:33,024 - mmaction - INFO - Epoch [99][520/627] lr: 6.000e-03, eta: 10:03:45, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6451, top5_acc: 0.8382, loss_cls: 1.5041, loss: 1.5041, grad_norm: 2.6394 2020-09-12 04:46:55,225 - mmaction - INFO - Epoch [99][540/627] lr: 6.000e-03, eta: 10:03:22, time: 1.108, data_time: 0.011, memory: 8471, top1_acc: 0.6396, top5_acc: 0.8310, loss_cls: 1.5121, loss: 1.5121, grad_norm: 2.6687 2020-09-12 04:47:17,431 - mmaction - INFO - Epoch [99][560/627] lr: 6.000e-03, eta: 10:02:59, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6527, top5_acc: 0.8378, loss_cls: 1.4718, loss: 1.4718, grad_norm: 2.6439 2020-09-12 04:47:39,648 - mmaction - INFO - Epoch [99][580/627] lr: 6.000e-03, eta: 10:02:36, time: 1.101, data_time: 0.003, memory: 8471, top1_acc: 0.6397, top5_acc: 0.8299, loss_cls: 1.5225, loss: 1.5225, grad_norm: 2.6525 2020-09-12 04:48:01,959 - mmaction - INFO - Epoch [99][600/627] lr: 6.000e-03, eta: 10:02:14, time: 1.115, data_time: 0.018, memory: 8471, top1_acc: 0.6385, top5_acc: 0.8299, loss_cls: 1.5285, loss: 1.5285, grad_norm: 2.6775 2020-09-12 04:48:24,313 - mmaction - INFO - Epoch [99][620/627] lr: 6.000e-03, eta: 10:01:51, time: 1.127, data_time: 0.015, memory: 8471, top1_acc: 0.6505, top5_acc: 0.8388, loss_cls: 1.4882, loss: 1.4882, grad_norm: 2.6572 2020-09-12 04:49:04,737 - mmaction - INFO - Epoch [100][20/627] lr: 6.000e-03, eta: 10:01:23, time: 1.704, data_time: 0.524, memory: 8471, top1_acc: 0.6471, top5_acc: 0.8408, loss_cls: 1.4825, loss: 1.4825, grad_norm: 2.6578 2020-09-12 04:49:26,885 - mmaction - INFO - Epoch [100][40/627] lr: 6.000e-03, eta: 10:01:00, time: 1.106, data_time: 0.011, memory: 8471, top1_acc: 0.6452, top5_acc: 0.8361, loss_cls: 1.5005, loss: 1.5005, grad_norm: 2.6574 2020-09-12 04:49:49,091 - mmaction - INFO - Epoch [100][60/627] lr: 6.000e-03, eta: 10:00:37, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.6527, top5_acc: 0.8392, loss_cls: 1.4650, loss: 1.4650, grad_norm: 2.6184 2020-09-12 04:50:11,416 - mmaction - INFO - Epoch [100][80/627] lr: 6.000e-03, eta: 10:00:14, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.6589, top5_acc: 0.8414, loss_cls: 1.4545, loss: 1.4545, grad_norm: 2.6447 2020-09-12 04:50:33,715 - mmaction - INFO - Epoch [100][100/627] lr: 6.000e-03, eta: 9:59:52, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.6505, top5_acc: 0.8372, loss_cls: 1.4865, loss: 1.4865, grad_norm: 2.6362 2020-09-12 04:50:55,943 - mmaction - INFO - Epoch [100][120/627] lr: 6.000e-03, eta: 9:59:29, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6507, top5_acc: 0.8424, loss_cls: 1.4541, loss: 1.4541, grad_norm: 2.6589 2020-09-12 04:51:18,173 - mmaction - INFO - Epoch [100][140/627] lr: 6.000e-03, eta: 9:59:06, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6409, top5_acc: 0.8303, loss_cls: 1.5147, loss: 1.5147, grad_norm: 2.6669 2020-09-12 04:51:40,386 - mmaction - INFO - Epoch [100][160/627] lr: 6.000e-03, eta: 9:58:43, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6445, top5_acc: 0.8350, loss_cls: 1.4856, loss: 1.4856, grad_norm: 2.6866 2020-09-12 04:52:02,693 - mmaction - INFO - Epoch [100][180/627] lr: 6.000e-03, eta: 9:58:21, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6451, top5_acc: 0.8331, loss_cls: 1.5015, loss: 1.5015, grad_norm: 2.6595 2020-09-12 04:52:24,986 - mmaction - INFO - Epoch [100][200/627] lr: 6.000e-03, eta: 9:57:58, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6527, top5_acc: 0.8379, loss_cls: 1.4647, loss: 1.4647, grad_norm: 2.6443 2020-09-12 04:52:47,352 - mmaction - INFO - Epoch [100][220/627] lr: 6.000e-03, eta: 9:57:35, time: 1.120, data_time: 0.008, memory: 8471, top1_acc: 0.6505, top5_acc: 0.8379, loss_cls: 1.4892, loss: 1.4892, grad_norm: 2.6883 2020-09-12 04:53:09,584 - mmaction - INFO - Epoch [100][240/627] lr: 6.000e-03, eta: 9:57:12, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6486, top5_acc: 0.8395, loss_cls: 1.4941, loss: 1.4941, grad_norm: 2.7052 2020-09-12 04:53:31,836 - mmaction - INFO - Epoch [100][260/627] lr: 6.000e-03, eta: 9:56:50, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.6434, top5_acc: 0.8348, loss_cls: 1.5132, loss: 1.5132, grad_norm: 2.6767 2020-09-12 04:53:54,139 - mmaction - INFO - Epoch [100][280/627] lr: 6.000e-03, eta: 9:56:27, time: 1.123, data_time: 0.016, memory: 8471, top1_acc: 0.6414, top5_acc: 0.8307, loss_cls: 1.5081, loss: 1.5081, grad_norm: 2.7021 2020-09-12 04:54:16,270 - mmaction - INFO - Epoch [100][300/627] lr: 6.000e-03, eta: 9:56:04, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.6475, top5_acc: 0.8350, loss_cls: 1.4966, loss: 1.4966, grad_norm: 2.6472 2020-09-12 04:54:38,545 - mmaction - INFO - Epoch [100][320/627] lr: 6.000e-03, eta: 9:55:41, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6471, top5_acc: 0.8319, loss_cls: 1.5048, loss: 1.5048, grad_norm: 2.6844 2020-09-12 04:55:00,831 - mmaction - INFO - Epoch [100][340/627] lr: 6.000e-03, eta: 9:55:19, time: 1.104, data_time: 0.002, memory: 8471, top1_acc: 0.6526, top5_acc: 0.8311, loss_cls: 1.4934, loss: 1.4934, grad_norm: 2.6191 2020-09-12 04:55:23,123 - mmaction - INFO - Epoch [100][360/627] lr: 6.000e-03, eta: 9:54:56, time: 1.123, data_time: 0.012, memory: 8471, top1_acc: 0.6566, top5_acc: 0.8400, loss_cls: 1.4694, loss: 1.4694, grad_norm: 2.6629 2020-09-12 04:55:45,365 - mmaction - INFO - Epoch [100][380/627] lr: 6.000e-03, eta: 9:54:33, time: 1.109, data_time: 0.003, memory: 8471, top1_acc: 0.6391, top5_acc: 0.8354, loss_cls: 1.5231, loss: 1.5231, grad_norm: 2.7074 2020-09-12 04:56:07,679 - mmaction - INFO - Epoch [100][400/627] lr: 6.000e-03, eta: 9:54:10, time: 1.120, data_time: 0.008, memory: 8471, top1_acc: 0.6427, top5_acc: 0.8367, loss_cls: 1.5010, loss: 1.5010, grad_norm: 2.7052 2020-09-12 04:56:30,030 - mmaction - INFO - Epoch [100][420/627] lr: 6.000e-03, eta: 9:53:48, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.6482, top5_acc: 0.8320, loss_cls: 1.5029, loss: 1.5029, grad_norm: 2.6564 2020-09-12 04:56:52,327 - mmaction - INFO - Epoch [100][440/627] lr: 6.000e-03, eta: 9:53:25, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.6572, top5_acc: 0.8426, loss_cls: 1.4755, loss: 1.4755, grad_norm: 2.6523 2020-09-12 04:57:14,602 - mmaction - INFO - Epoch [100][460/627] lr: 6.000e-03, eta: 9:53:02, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.6449, top5_acc: 0.8352, loss_cls: 1.4996, loss: 1.4996, grad_norm: 2.6807 2020-09-12 04:57:36,870 - mmaction - INFO - Epoch [100][480/627] lr: 6.000e-03, eta: 9:52:39, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.6475, top5_acc: 0.8336, loss_cls: 1.5064, loss: 1.5064, grad_norm: 2.6799 2020-09-12 04:57:59,030 - mmaction - INFO - Epoch [100][500/627] lr: 6.000e-03, eta: 9:52:17, time: 1.113, data_time: 0.020, memory: 8471, top1_acc: 0.6538, top5_acc: 0.8400, loss_cls: 1.4449, loss: 1.4449, grad_norm: 2.6584 2020-09-12 04:58:21,280 - mmaction - INFO - Epoch [100][520/627] lr: 6.000e-03, eta: 9:51:54, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.6392, top5_acc: 0.8316, loss_cls: 1.4994, loss: 1.4994, grad_norm: 2.7125 2020-09-12 04:58:43,652 - mmaction - INFO - Epoch [100][540/627] lr: 6.000e-03, eta: 9:51:31, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.6431, top5_acc: 0.8290, loss_cls: 1.5167, loss: 1.5167, grad_norm: 2.7013 2020-09-12 04:59:05,791 - mmaction - INFO - Epoch [100][560/627] lr: 6.000e-03, eta: 9:51:08, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.6501, top5_acc: 0.8333, loss_cls: 1.4929, loss: 1.4929, grad_norm: 2.6785 2020-09-12 04:59:27,972 - mmaction - INFO - Epoch [100][580/627] lr: 6.000e-03, eta: 9:50:46, time: 1.112, data_time: 0.014, memory: 8471, top1_acc: 0.6462, top5_acc: 0.8349, loss_cls: 1.4898, loss: 1.4898, grad_norm: 2.6716 2020-09-12 04:59:50,210 - mmaction - INFO - Epoch [100][600/627] lr: 6.000e-03, eta: 9:50:23, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6543, top5_acc: 0.8421, loss_cls: 1.4633, loss: 1.4633, grad_norm: 2.6729 2020-09-12 05:00:12,434 - mmaction - INFO - Epoch [100][620/627] lr: 6.000e-03, eta: 9:50:00, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6465, top5_acc: 0.8361, loss_cls: 1.4801, loss: 1.4801, grad_norm: 2.6663 2020-09-12 05:00:35,246 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-09-12 05:01:38,177 - mmaction - INFO - Epoch [101][20/627] lr: 6.000e-03, eta: 9:49:45, time: 3.101, data_time: 1.929, memory: 8471, top1_acc: 0.6491, top5_acc: 0.8393, loss_cls: 1.4659, loss: 1.4659, grad_norm: 2.6825 2020-09-12 05:02:00,278 - mmaction - INFO - Epoch [101][40/627] lr: 6.000e-03, eta: 9:49:23, time: 1.102, data_time: 0.008, memory: 8471, top1_acc: 0.6544, top5_acc: 0.8408, loss_cls: 1.4696, loss: 1.4696, grad_norm: 2.6356 2020-09-12 05:02:22,368 - mmaction - INFO - Epoch [101][60/627] lr: 6.000e-03, eta: 9:49:00, time: 1.109, data_time: 0.014, memory: 8471, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4417, loss: 1.4417, grad_norm: 2.6331 2020-09-12 05:02:44,577 - mmaction - INFO - Epoch [101][80/627] lr: 6.000e-03, eta: 9:48:37, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6421, top5_acc: 0.8384, loss_cls: 1.4757, loss: 1.4757, grad_norm: 2.6973 2020-09-12 05:03:06,747 - mmaction - INFO - Epoch [101][100/627] lr: 6.000e-03, eta: 9:48:14, time: 1.101, data_time: 0.003, memory: 8471, top1_acc: 0.6483, top5_acc: 0.8418, loss_cls: 1.4735, loss: 1.4735, grad_norm: 2.7085 2020-09-12 05:03:28,920 - mmaction - INFO - Epoch [101][120/627] lr: 6.000e-03, eta: 9:47:51, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6525, top5_acc: 0.8362, loss_cls: 1.4576, loss: 1.4576, grad_norm: 2.6564 2020-09-12 05:03:51,081 - mmaction - INFO - Epoch [101][140/627] lr: 6.000e-03, eta: 9:47:29, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6561, top5_acc: 0.8361, loss_cls: 1.4689, loss: 1.4689, grad_norm: 2.6633 2020-09-12 05:04:13,334 - mmaction - INFO - Epoch [101][160/627] lr: 6.000e-03, eta: 9:47:06, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.6473, top5_acc: 0.8341, loss_cls: 1.4898, loss: 1.4898, grad_norm: 2.6588 2020-09-12 05:04:35,607 - mmaction - INFO - Epoch [101][180/627] lr: 6.000e-03, eta: 9:46:43, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.6594, top5_acc: 0.8389, loss_cls: 1.4628, loss: 1.4628, grad_norm: 2.6188 2020-09-12 05:04:57,844 - mmaction - INFO - Epoch [101][200/627] lr: 6.000e-03, eta: 9:46:20, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6540, top5_acc: 0.8430, loss_cls: 1.4515, loss: 1.4515, grad_norm: 2.6566 2020-09-12 05:05:20,007 - mmaction - INFO - Epoch [101][220/627] lr: 6.000e-03, eta: 9:45:57, time: 1.099, data_time: 0.008, memory: 8471, top1_acc: 0.6568, top5_acc: 0.8424, loss_cls: 1.4545, loss: 1.4545, grad_norm: 2.6691 2020-09-12 05:05:42,195 - mmaction - INFO - Epoch [101][240/627] lr: 6.000e-03, eta: 9:45:35, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.6482, top5_acc: 0.8397, loss_cls: 1.4658, loss: 1.4658, grad_norm: 2.7133 2020-09-12 05:06:04,355 - mmaction - INFO - Epoch [101][260/627] lr: 6.000e-03, eta: 9:45:12, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.6546, top5_acc: 0.8488, loss_cls: 1.4502, loss: 1.4502, grad_norm: 2.6516 2020-09-12 05:06:26,670 - mmaction - INFO - Epoch [101][280/627] lr: 6.000e-03, eta: 9:44:49, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.6479, top5_acc: 0.8422, loss_cls: 1.4698, loss: 1.4698, grad_norm: 2.6722 2020-09-12 05:06:48,991 - mmaction - INFO - Epoch [101][300/627] lr: 6.000e-03, eta: 9:44:26, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6447, top5_acc: 0.8296, loss_cls: 1.5169, loss: 1.5169, grad_norm: 2.7291 2020-09-12 05:07:11,227 - mmaction - INFO - Epoch [101][320/627] lr: 6.000e-03, eta: 9:44:04, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.6499, top5_acc: 0.8363, loss_cls: 1.4760, loss: 1.4760, grad_norm: 2.6726 2020-09-12 05:07:33,550 - mmaction - INFO - Epoch [101][340/627] lr: 6.000e-03, eta: 9:43:41, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.6507, top5_acc: 0.8393, loss_cls: 1.4824, loss: 1.4824, grad_norm: 2.6852 2020-09-12 05:07:55,779 - mmaction - INFO - Epoch [101][360/627] lr: 6.000e-03, eta: 9:43:18, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.6434, top5_acc: 0.8322, loss_cls: 1.5162, loss: 1.5162, grad_norm: 2.7287 2020-09-12 05:08:18,104 - mmaction - INFO - Epoch [101][380/627] lr: 6.000e-03, eta: 9:42:56, time: 1.115, data_time: 0.017, memory: 8471, top1_acc: 0.6505, top5_acc: 0.8318, loss_cls: 1.4898, loss: 1.4898, grad_norm: 2.6995 2020-09-12 05:08:40,343 - mmaction - INFO - Epoch [101][400/627] lr: 6.000e-03, eta: 9:42:33, time: 1.108, data_time: 0.013, memory: 8471, top1_acc: 0.6475, top5_acc: 0.8352, loss_cls: 1.4804, loss: 1.4804, grad_norm: 2.6969 2020-09-12 05:09:02,609 - mmaction - INFO - Epoch [101][420/627] lr: 6.000e-03, eta: 9:42:10, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.6466, top5_acc: 0.8359, loss_cls: 1.4816, loss: 1.4816, grad_norm: 2.7422 2020-09-12 05:09:24,899 - mmaction - INFO - Epoch [101][440/627] lr: 6.000e-03, eta: 9:41:47, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.6570, top5_acc: 0.8405, loss_cls: 1.4635, loss: 1.4635, grad_norm: 2.6492 2020-09-12 05:09:47,139 - mmaction - INFO - Epoch [101][460/627] lr: 6.000e-03, eta: 9:41:25, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.6414, top5_acc: 0.8362, loss_cls: 1.5059, loss: 1.5059, grad_norm: 2.7089 2020-09-12 05:10:09,426 - mmaction - INFO - Epoch [101][480/627] lr: 6.000e-03, eta: 9:41:02, time: 1.108, data_time: 0.011, memory: 8471, top1_acc: 0.6438, top5_acc: 0.8378, loss_cls: 1.4868, loss: 1.4868, grad_norm: 2.7095 2020-09-12 05:10:31,662 - mmaction - INFO - Epoch [101][500/627] lr: 6.000e-03, eta: 9:40:39, time: 1.122, data_time: 0.015, memory: 8471, top1_acc: 0.6479, top5_acc: 0.8320, loss_cls: 1.5028, loss: 1.5028, grad_norm: 2.7010 2020-09-12 05:10:53,919 - mmaction - INFO - Epoch [101][520/627] lr: 6.000e-03, eta: 9:40:16, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6596, top5_acc: 0.8409, loss_cls: 1.4541, loss: 1.4541, grad_norm: 2.6564 2020-09-12 05:11:16,259 - mmaction - INFO - Epoch [101][540/627] lr: 6.000e-03, eta: 9:39:54, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.6516, top5_acc: 0.8439, loss_cls: 1.4792, loss: 1.4792, grad_norm: 2.7211 2020-09-12 05:11:38,540 - mmaction - INFO - Epoch [101][560/627] lr: 6.000e-03, eta: 9:39:31, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6564, top5_acc: 0.8372, loss_cls: 1.4729, loss: 1.4729, grad_norm: 2.6878 2020-09-12 05:12:00,725 - mmaction - INFO - Epoch [101][580/627] lr: 6.000e-03, eta: 9:39:08, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6452, top5_acc: 0.8312, loss_cls: 1.5020, loss: 1.5020, grad_norm: 2.7435 2020-09-12 05:12:22,927 - mmaction - INFO - Epoch [101][600/627] lr: 6.000e-03, eta: 9:38:45, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6516, top5_acc: 0.8366, loss_cls: 1.4911, loss: 1.4911, grad_norm: 2.7524 2020-09-12 05:12:45,273 - mmaction - INFO - Epoch [101][620/627] lr: 6.000e-03, eta: 9:38:23, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.6430, top5_acc: 0.8309, loss_cls: 1.5146, loss: 1.5146, grad_norm: 2.7705 2020-09-12 05:13:25,479 - mmaction - INFO - Epoch [102][20/627] lr: 6.000e-03, eta: 9:37:54, time: 1.698, data_time: 0.522, memory: 8471, top1_acc: 0.6522, top5_acc: 0.8370, loss_cls: 1.4488, loss: 1.4488, grad_norm: 2.6753 2020-09-12 05:13:47,713 - mmaction - INFO - Epoch [102][40/627] lr: 6.000e-03, eta: 9:37:31, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6482, top5_acc: 0.8388, loss_cls: 1.4610, loss: 1.4610, grad_norm: 2.7010 2020-09-12 05:14:09,908 - mmaction - INFO - Epoch [102][60/627] lr: 6.000e-03, eta: 9:37:08, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6510, top5_acc: 0.8421, loss_cls: 1.4757, loss: 1.4757, grad_norm: 2.7561 2020-09-12 05:14:32,158 - mmaction - INFO - Epoch [102][80/627] lr: 6.000e-03, eta: 9:36:46, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.6565, top5_acc: 0.8409, loss_cls: 1.4626, loss: 1.4626, grad_norm: 2.6971 2020-09-12 05:14:54,413 - mmaction - INFO - Epoch [102][100/627] lr: 6.000e-03, eta: 9:36:23, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6492, top5_acc: 0.8389, loss_cls: 1.4620, loss: 1.4620, grad_norm: 2.7284 2020-09-12 05:15:16,710 - mmaction - INFO - Epoch [102][120/627] lr: 6.000e-03, eta: 9:36:00, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6581, top5_acc: 0.8393, loss_cls: 1.4625, loss: 1.4625, grad_norm: 2.7043 2020-09-12 05:15:38,866 - mmaction - INFO - Epoch [102][140/627] lr: 6.000e-03, eta: 9:35:37, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.6501, top5_acc: 0.8340, loss_cls: 1.4830, loss: 1.4830, grad_norm: 2.7013 2020-09-12 05:16:01,104 - mmaction - INFO - Epoch [102][160/627] lr: 6.000e-03, eta: 9:35:15, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6417, top5_acc: 0.8294, loss_cls: 1.5156, loss: 1.5156, grad_norm: 2.7506 2020-09-12 05:16:23,406 - mmaction - INFO - Epoch [102][180/627] lr: 6.000e-03, eta: 9:34:52, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6526, top5_acc: 0.8375, loss_cls: 1.4710, loss: 1.4710, grad_norm: 2.6948 2020-09-12 05:16:45,743 - mmaction - INFO - Epoch [102][200/627] lr: 6.000e-03, eta: 9:34:29, time: 1.113, data_time: 0.003, memory: 8471, top1_acc: 0.6538, top5_acc: 0.8361, loss_cls: 1.4803, loss: 1.4803, grad_norm: 2.7183 2020-09-12 05:17:08,074 - mmaction - INFO - Epoch [102][220/627] lr: 6.000e-03, eta: 9:34:06, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.6513, top5_acc: 0.8396, loss_cls: 1.4729, loss: 1.4729, grad_norm: 2.7065 2020-09-12 05:17:30,341 - mmaction - INFO - Epoch [102][240/627] lr: 6.000e-03, eta: 9:33:44, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.6516, top5_acc: 0.8449, loss_cls: 1.4492, loss: 1.4492, grad_norm: 2.7144 2020-09-12 05:17:52,663 - mmaction - INFO - Epoch [102][260/627] lr: 6.000e-03, eta: 9:33:21, time: 1.123, data_time: 0.013, memory: 8471, top1_acc: 0.6565, top5_acc: 0.8395, loss_cls: 1.4460, loss: 1.4460, grad_norm: 2.7002 2020-09-12 05:18:14,892 - mmaction - INFO - Epoch [102][280/627] lr: 6.000e-03, eta: 9:32:58, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.6478, top5_acc: 0.8396, loss_cls: 1.4618, loss: 1.4618, grad_norm: 2.7097 2020-09-12 05:18:37,192 - mmaction - INFO - Epoch [102][300/627] lr: 6.000e-03, eta: 9:32:35, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.6499, top5_acc: 0.8311, loss_cls: 1.4823, loss: 1.4823, grad_norm: 2.6943 2020-09-12 05:18:59,448 - mmaction - INFO - Epoch [102][320/627] lr: 6.000e-03, eta: 9:32:13, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6475, top5_acc: 0.8281, loss_cls: 1.4946, loss: 1.4946, grad_norm: 2.7066 2020-09-12 05:19:21,689 - mmaction - INFO - Epoch [102][340/627] lr: 6.000e-03, eta: 9:31:50, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.6572, top5_acc: 0.8396, loss_cls: 1.4640, loss: 1.4640, grad_norm: 2.7261 2020-09-12 05:19:43,824 - mmaction - INFO - Epoch [102][360/627] lr: 6.000e-03, eta: 9:31:27, time: 1.111, data_time: 0.015, memory: 8471, top1_acc: 0.6503, top5_acc: 0.8383, loss_cls: 1.4625, loss: 1.4625, grad_norm: 2.6870 2020-09-12 05:20:06,017 - mmaction - INFO - Epoch [102][380/627] lr: 6.000e-03, eta: 9:31:04, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6405, top5_acc: 0.8296, loss_cls: 1.5085, loss: 1.5085, grad_norm: 2.7200 2020-09-12 05:20:28,193 - mmaction - INFO - Epoch [102][400/627] lr: 6.000e-03, eta: 9:30:42, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6504, top5_acc: 0.8349, loss_cls: 1.4814, loss: 1.4814, grad_norm: 2.7276 2020-09-12 05:20:50,444 - mmaction - INFO - Epoch [102][420/627] lr: 6.000e-03, eta: 9:30:19, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6507, top5_acc: 0.8353, loss_cls: 1.4760, loss: 1.4760, grad_norm: 2.7425 2020-09-12 05:21:12,776 - mmaction - INFO - Epoch [102][440/627] lr: 6.000e-03, eta: 9:29:56, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6423, top5_acc: 0.8337, loss_cls: 1.4799, loss: 1.4799, grad_norm: 2.7380 2020-09-12 05:21:35,090 - mmaction - INFO - Epoch [102][460/627] lr: 6.000e-03, eta: 9:29:33, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6482, top5_acc: 0.8362, loss_cls: 1.4891, loss: 1.4891, grad_norm: 2.7715 2020-09-12 05:21:57,310 - mmaction - INFO - Epoch [102][480/627] lr: 6.000e-03, eta: 9:29:11, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6466, top5_acc: 0.8352, loss_cls: 1.4963, loss: 1.4963, grad_norm: 2.7388 2020-09-12 05:22:19,540 - mmaction - INFO - Epoch [102][500/627] lr: 6.000e-03, eta: 9:28:48, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6523, top5_acc: 0.8337, loss_cls: 1.4854, loss: 1.4854, grad_norm: 2.7074 2020-09-12 05:22:41,842 - mmaction - INFO - Epoch [102][520/627] lr: 6.000e-03, eta: 9:28:25, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6479, top5_acc: 0.8305, loss_cls: 1.4980, loss: 1.4980, grad_norm: 2.7226 2020-09-12 05:23:04,181 - mmaction - INFO - Epoch [102][540/627] lr: 6.000e-03, eta: 9:28:02, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6431, top5_acc: 0.8387, loss_cls: 1.4728, loss: 1.4728, grad_norm: 2.7527 2020-09-12 05:23:26,372 - mmaction - INFO - Epoch [102][560/627] lr: 6.000e-03, eta: 9:27:40, time: 1.120, data_time: 0.014, memory: 8471, top1_acc: 0.6512, top5_acc: 0.8387, loss_cls: 1.4878, loss: 1.4878, grad_norm: 2.7794 2020-09-12 05:23:48,587 - mmaction - INFO - Epoch [102][580/627] lr: 6.000e-03, eta: 9:27:17, time: 1.100, data_time: 0.008, memory: 8471, top1_acc: 0.6478, top5_acc: 0.8382, loss_cls: 1.4737, loss: 1.4737, grad_norm: 2.7388 2020-09-12 05:24:10,739 - mmaction - INFO - Epoch [102][600/627] lr: 6.000e-03, eta: 9:26:54, time: 1.116, data_time: 0.017, memory: 8471, top1_acc: 0.6526, top5_acc: 0.8333, loss_cls: 1.4802, loss: 1.4802, grad_norm: 2.7013 2020-09-12 05:24:32,948 - mmaction - INFO - Epoch [102][620/627] lr: 6.000e-03, eta: 9:26:31, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6396, top5_acc: 0.8382, loss_cls: 1.4925, loss: 1.4925, grad_norm: 2.7566 2020-09-12 05:25:13,231 - mmaction - INFO - Epoch [103][20/627] lr: 6.000e-03, eta: 9:26:03, time: 1.701, data_time: 0.491, memory: 8471, top1_acc: 0.6651, top5_acc: 0.8452, loss_cls: 1.4184, loss: 1.4184, grad_norm: 2.6830 2020-09-12 05:25:35,493 - mmaction - INFO - Epoch [103][40/627] lr: 6.000e-03, eta: 9:25:40, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6409, top5_acc: 0.8303, loss_cls: 1.4918, loss: 1.4918, grad_norm: 2.7330 2020-09-12 05:25:57,755 - mmaction - INFO - Epoch [103][60/627] lr: 6.000e-03, eta: 9:25:17, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.6516, top5_acc: 0.8293, loss_cls: 1.5050, loss: 1.5050, grad_norm: 2.7530 2020-09-12 05:26:19,988 - mmaction - INFO - Epoch [103][80/627] lr: 6.000e-03, eta: 9:24:54, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6527, top5_acc: 0.8404, loss_cls: 1.4598, loss: 1.4598, grad_norm: 2.7615 2020-09-12 05:26:42,160 - mmaction - INFO - Epoch [103][100/627] lr: 6.000e-03, eta: 9:24:32, time: 1.115, data_time: 0.014, memory: 8471, top1_acc: 0.6565, top5_acc: 0.8402, loss_cls: 1.4667, loss: 1.4667, grad_norm: 2.7237 2020-09-12 05:27:04,377 - mmaction - INFO - Epoch [103][120/627] lr: 6.000e-03, eta: 9:24:09, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.6612, top5_acc: 0.8435, loss_cls: 1.4368, loss: 1.4368, grad_norm: 2.7345 2020-09-12 05:27:26,580 - mmaction - INFO - Epoch [103][140/627] lr: 6.000e-03, eta: 9:23:46, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.6516, top5_acc: 0.8327, loss_cls: 1.4929, loss: 1.4929, grad_norm: 2.7724 2020-09-12 05:27:48,845 - mmaction - INFO - Epoch [103][160/627] lr: 6.000e-03, eta: 9:23:23, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.6518, top5_acc: 0.8440, loss_cls: 1.4549, loss: 1.4549, grad_norm: 2.7464 2020-09-12 05:28:11,068 - mmaction - INFO - Epoch [103][180/627] lr: 6.000e-03, eta: 9:23:01, time: 1.109, data_time: 0.015, memory: 8471, top1_acc: 0.6566, top5_acc: 0.8436, loss_cls: 1.4517, loss: 1.4517, grad_norm: 2.7389 2020-09-12 05:28:33,394 - mmaction - INFO - Epoch [103][200/627] lr: 6.000e-03, eta: 9:22:38, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.6598, top5_acc: 0.8427, loss_cls: 1.4340, loss: 1.4340, grad_norm: 2.7166 2020-09-12 05:28:55,684 - mmaction - INFO - Epoch [103][220/627] lr: 6.000e-03, eta: 9:22:15, time: 1.124, data_time: 0.013, memory: 8471, top1_acc: 0.6548, top5_acc: 0.8423, loss_cls: 1.4335, loss: 1.4335, grad_norm: 2.7572 2020-09-12 05:29:17,989 - mmaction - INFO - Epoch [103][240/627] lr: 6.000e-03, eta: 9:21:52, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6535, top5_acc: 0.8349, loss_cls: 1.4608, loss: 1.4608, grad_norm: 2.7533 2020-09-12 05:29:40,289 - mmaction - INFO - Epoch [103][260/627] lr: 6.000e-03, eta: 9:21:30, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.6568, top5_acc: 0.8460, loss_cls: 1.4533, loss: 1.4533, grad_norm: 2.7927 2020-09-12 05:30:02,523 - mmaction - INFO - Epoch [103][280/627] lr: 6.000e-03, eta: 9:21:07, time: 1.117, data_time: 0.019, memory: 8471, top1_acc: 0.6514, top5_acc: 0.8327, loss_cls: 1.4975, loss: 1.4975, grad_norm: 2.7785 2020-09-12 05:30:24,764 - mmaction - INFO - Epoch [103][300/627] lr: 6.000e-03, eta: 9:20:44, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.6600, top5_acc: 0.8424, loss_cls: 1.4695, loss: 1.4695, grad_norm: 2.7472 2020-09-12 05:30:46,973 - mmaction - INFO - Epoch [103][320/627] lr: 6.000e-03, eta: 9:20:22, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.6527, top5_acc: 0.8367, loss_cls: 1.4721, loss: 1.4721, grad_norm: 2.7607 2020-09-12 05:31:09,225 - mmaction - INFO - Epoch [103][340/627] lr: 6.000e-03, eta: 9:19:59, time: 1.111, data_time: 0.002, memory: 8471, top1_acc: 0.6473, top5_acc: 0.8344, loss_cls: 1.4960, loss: 1.4960, grad_norm: 2.7900 2020-09-12 05:31:31,571 - mmaction - INFO - Epoch [103][360/627] lr: 6.000e-03, eta: 9:19:36, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6632, top5_acc: 0.8435, loss_cls: 1.4282, loss: 1.4282, grad_norm: 2.7305 2020-09-12 05:31:53,795 - mmaction - INFO - Epoch [103][380/627] lr: 6.000e-03, eta: 9:19:13, time: 1.105, data_time: 0.011, memory: 8471, top1_acc: 0.6615, top5_acc: 0.8427, loss_cls: 1.4504, loss: 1.4504, grad_norm: 2.7674 2020-09-12 05:32:15,969 - mmaction - INFO - Epoch [103][400/627] lr: 6.000e-03, eta: 9:18:51, time: 1.112, data_time: 0.016, memory: 8471, top1_acc: 0.6475, top5_acc: 0.8363, loss_cls: 1.4711, loss: 1.4711, grad_norm: 2.7827 2020-09-12 05:32:38,152 - mmaction - INFO - Epoch [103][420/627] lr: 6.000e-03, eta: 9:18:28, time: 1.111, data_time: 0.013, memory: 8471, top1_acc: 0.6529, top5_acc: 0.8370, loss_cls: 1.4436, loss: 1.4436, grad_norm: 2.7420 2020-09-12 05:33:00,428 - mmaction - INFO - Epoch [103][440/627] lr: 6.000e-03, eta: 9:18:05, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.6534, top5_acc: 0.8434, loss_cls: 1.4666, loss: 1.4666, grad_norm: 2.7801 2020-09-12 05:33:22,733 - mmaction - INFO - Epoch [103][460/627] lr: 6.000e-03, eta: 9:17:42, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6547, top5_acc: 0.8408, loss_cls: 1.4531, loss: 1.4531, grad_norm: 2.7483 2020-09-12 05:33:44,937 - mmaction - INFO - Epoch [103][480/627] lr: 6.000e-03, eta: 9:17:20, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.6549, top5_acc: 0.8368, loss_cls: 1.4601, loss: 1.4601, grad_norm: 2.7494 2020-09-12 05:34:07,185 - mmaction - INFO - Epoch [103][500/627] lr: 6.000e-03, eta: 9:16:57, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6607, top5_acc: 0.8418, loss_cls: 1.4584, loss: 1.4584, grad_norm: 2.7856 2020-09-12 05:34:29,500 - mmaction - INFO - Epoch [103][520/627] lr: 6.000e-03, eta: 9:16:34, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.6495, top5_acc: 0.8358, loss_cls: 1.4896, loss: 1.4896, grad_norm: 2.8071 2020-09-12 05:34:51,760 - mmaction - INFO - Epoch [103][540/627] lr: 6.000e-03, eta: 9:16:11, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.6518, top5_acc: 0.8371, loss_cls: 1.4713, loss: 1.4713, grad_norm: 2.7576 2020-09-12 05:35:13,915 - mmaction - INFO - Epoch [103][560/627] lr: 6.000e-03, eta: 9:15:49, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.6458, top5_acc: 0.8352, loss_cls: 1.4963, loss: 1.4963, grad_norm: 2.7906 2020-09-12 05:35:36,092 - mmaction - INFO - Epoch [103][580/627] lr: 6.000e-03, eta: 9:15:26, time: 1.104, data_time: 0.015, memory: 8471, top1_acc: 0.6470, top5_acc: 0.8395, loss_cls: 1.4814, loss: 1.4814, grad_norm: 2.7882 2020-09-12 05:35:58,315 - mmaction - INFO - Epoch [103][600/627] lr: 6.000e-03, eta: 9:15:03, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.6490, top5_acc: 0.8387, loss_cls: 1.4771, loss: 1.4771, grad_norm: 2.8123 2020-09-12 05:36:20,588 - mmaction - INFO - Epoch [103][620/627] lr: 6.000e-03, eta: 9:14:40, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6573, top5_acc: 0.8385, loss_cls: 1.4698, loss: 1.4698, grad_norm: 2.7897 2020-09-12 05:37:01,188 - mmaction - INFO - Epoch [104][20/627] lr: 6.000e-03, eta: 9:14:12, time: 1.714, data_time: 0.524, memory: 8471, top1_acc: 0.6518, top5_acc: 0.8368, loss_cls: 1.4733, loss: 1.4733, grad_norm: 2.7477 2020-09-12 05:37:23,493 - mmaction - INFO - Epoch [104][40/627] lr: 6.000e-03, eta: 9:13:49, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6499, top5_acc: 0.8349, loss_cls: 1.4761, loss: 1.4761, grad_norm: 2.7776 2020-09-12 05:37:45,646 - mmaction - INFO - Epoch [104][60/627] lr: 6.000e-03, eta: 9:13:26, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.6661, top5_acc: 0.8471, loss_cls: 1.4167, loss: 1.4167, grad_norm: 2.7747 2020-09-12 05:38:07,897 - mmaction - INFO - Epoch [104][80/627] lr: 6.000e-03, eta: 9:13:03, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6581, top5_acc: 0.8464, loss_cls: 1.4204, loss: 1.4204, grad_norm: 2.7566 2020-09-12 05:38:30,168 - mmaction - INFO - Epoch [104][100/627] lr: 6.000e-03, eta: 9:12:41, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6522, top5_acc: 0.8411, loss_cls: 1.4606, loss: 1.4606, grad_norm: 2.7724 2020-09-12 05:38:52,325 - mmaction - INFO - Epoch [104][120/627] lr: 6.000e-03, eta: 9:12:18, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6612, top5_acc: 0.8445, loss_cls: 1.4306, loss: 1.4306, grad_norm: 2.7655 2020-09-12 05:39:14,577 - mmaction - INFO - Epoch [104][140/627] lr: 6.000e-03, eta: 9:11:55, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6594, top5_acc: 0.8480, loss_cls: 1.4322, loss: 1.4322, grad_norm: 2.7602 2020-09-12 05:39:36,827 - mmaction - INFO - Epoch [104][160/627] lr: 6.000e-03, eta: 9:11:32, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.6496, top5_acc: 0.8397, loss_cls: 1.4666, loss: 1.4666, grad_norm: 2.8116 2020-09-12 05:39:59,108 - mmaction - INFO - Epoch [104][180/627] lr: 6.000e-03, eta: 9:11:10, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6496, top5_acc: 0.8382, loss_cls: 1.4627, loss: 1.4627, grad_norm: 2.7692 2020-09-12 05:40:21,374 - mmaction - INFO - Epoch [104][200/627] lr: 6.000e-03, eta: 9:10:47, time: 1.103, data_time: 0.008, memory: 8471, top1_acc: 0.6613, top5_acc: 0.8395, loss_cls: 1.4375, loss: 1.4375, grad_norm: 2.7132 2020-09-12 05:40:43,628 - mmaction - INFO - Epoch [104][220/627] lr: 6.000e-03, eta: 9:10:24, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.6652, top5_acc: 0.8423, loss_cls: 1.4185, loss: 1.4185, grad_norm: 2.7383 2020-09-12 05:41:05,846 - mmaction - INFO - Epoch [104][240/627] lr: 6.000e-03, eta: 9:10:02, time: 1.113, data_time: 0.014, memory: 8471, top1_acc: 0.6553, top5_acc: 0.8365, loss_cls: 1.4670, loss: 1.4670, grad_norm: 2.8132 2020-09-12 05:41:28,112 - mmaction - INFO - Epoch [104][260/627] lr: 6.000e-03, eta: 9:09:39, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6547, top5_acc: 0.8359, loss_cls: 1.4610, loss: 1.4610, grad_norm: 2.7499 2020-09-12 05:41:50,354 - mmaction - INFO - Epoch [104][280/627] lr: 6.000e-03, eta: 9:09:16, time: 1.103, data_time: 0.010, memory: 8471, top1_acc: 0.6510, top5_acc: 0.8367, loss_cls: 1.4657, loss: 1.4657, grad_norm: 2.8189 2020-09-12 05:42:12,575 - mmaction - INFO - Epoch [104][300/627] lr: 6.000e-03, eta: 9:08:53, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.6605, top5_acc: 0.8465, loss_cls: 1.4285, loss: 1.4285, grad_norm: 2.7739 2020-09-12 05:42:34,800 - mmaction - INFO - Epoch [104][320/627] lr: 6.000e-03, eta: 9:08:31, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6527, top5_acc: 0.8341, loss_cls: 1.4757, loss: 1.4757, grad_norm: 2.8111 2020-09-12 05:42:57,083 - mmaction - INFO - Epoch [104][340/627] lr: 6.000e-03, eta: 9:08:08, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.6604, top5_acc: 0.8453, loss_cls: 1.4263, loss: 1.4263, grad_norm: 2.7643 2020-09-12 05:43:19,370 - mmaction - INFO - Epoch [104][360/627] lr: 6.000e-03, eta: 9:07:45, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6505, top5_acc: 0.8342, loss_cls: 1.4978, loss: 1.4978, grad_norm: 2.8043 2020-09-12 05:43:41,661 - mmaction - INFO - Epoch [104][380/627] lr: 6.000e-03, eta: 9:07:23, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6441, top5_acc: 0.8345, loss_cls: 1.4907, loss: 1.4907, grad_norm: 2.8058 2020-09-12 05:44:03,918 - mmaction - INFO - Epoch [104][400/627] lr: 6.000e-03, eta: 9:07:00, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.6620, top5_acc: 0.8457, loss_cls: 1.4253, loss: 1.4253, grad_norm: 2.7726 2020-09-12 05:44:26,264 - mmaction - INFO - Epoch [104][420/627] lr: 6.000e-03, eta: 9:06:37, time: 1.128, data_time: 0.013, memory: 8471, top1_acc: 0.6553, top5_acc: 0.8421, loss_cls: 1.4549, loss: 1.4549, grad_norm: 2.8339 2020-09-12 05:44:48,538 - mmaction - INFO - Epoch [104][440/627] lr: 6.000e-03, eta: 9:06:14, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.6581, top5_acc: 0.8395, loss_cls: 1.4529, loss: 1.4529, grad_norm: 2.7966 2020-09-12 05:45:10,733 - mmaction - INFO - Epoch [104][460/627] lr: 6.000e-03, eta: 9:05:52, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6538, top5_acc: 0.8402, loss_cls: 1.4590, loss: 1.4590, grad_norm: 2.7781 2020-09-12 05:45:32,859 - mmaction - INFO - Epoch [104][480/627] lr: 6.000e-03, eta: 9:05:29, time: 1.103, data_time: 0.017, memory: 8471, top1_acc: 0.6514, top5_acc: 0.8404, loss_cls: 1.4469, loss: 1.4469, grad_norm: 2.7916 2020-09-12 05:45:55,165 - mmaction - INFO - Epoch [104][500/627] lr: 6.000e-03, eta: 9:05:06, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.6605, top5_acc: 0.8488, loss_cls: 1.4225, loss: 1.4225, grad_norm: 2.8303 2020-09-12 05:46:17,404 - mmaction - INFO - Epoch [104][520/627] lr: 6.000e-03, eta: 9:04:43, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6504, top5_acc: 0.8422, loss_cls: 1.4523, loss: 1.4523, grad_norm: 2.7737 2020-09-12 05:46:39,742 - mmaction - INFO - Epoch [104][540/627] lr: 6.000e-03, eta: 9:04:21, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6536, top5_acc: 0.8408, loss_cls: 1.4529, loss: 1.4529, grad_norm: 2.8041 2020-09-12 05:47:01,909 - mmaction - INFO - Epoch [104][560/627] lr: 6.000e-03, eta: 9:03:58, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4684, loss: 1.4684, grad_norm: 2.8213 2020-09-12 05:47:24,151 - mmaction - INFO - Epoch [104][580/627] lr: 6.000e-03, eta: 9:03:35, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.6440, top5_acc: 0.8366, loss_cls: 1.4778, loss: 1.4778, grad_norm: 2.8467 2020-09-12 05:47:46,508 - mmaction - INFO - Epoch [104][600/627] lr: 6.000e-03, eta: 9:03:13, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.6555, top5_acc: 0.8387, loss_cls: 1.4541, loss: 1.4541, grad_norm: 2.8135 2020-09-12 05:48:08,798 - mmaction - INFO - Epoch [104][620/627] lr: 6.000e-03, eta: 9:02:50, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6533, top5_acc: 0.8413, loss_cls: 1.4526, loss: 1.4526, grad_norm: 2.8153 2020-09-12 05:48:49,119 - mmaction - INFO - Epoch [105][20/627] lr: 6.000e-03, eta: 9:02:21, time: 1.701, data_time: 0.519, memory: 8471, top1_acc: 0.6526, top5_acc: 0.8340, loss_cls: 1.4702, loss: 1.4702, grad_norm: 2.7873 2020-09-12 05:49:11,414 - mmaction - INFO - Epoch [105][40/627] lr: 6.000e-03, eta: 9:01:58, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6599, top5_acc: 0.8409, loss_cls: 1.4367, loss: 1.4367, grad_norm: 2.7863 2020-09-12 05:49:33,595 - mmaction - INFO - Epoch [105][60/627] lr: 6.000e-03, eta: 9:01:35, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.6509, top5_acc: 0.8349, loss_cls: 1.4839, loss: 1.4839, grad_norm: 2.7941 2020-09-12 05:49:55,892 - mmaction - INFO - Epoch [105][80/627] lr: 6.000e-03, eta: 9:01:13, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.6518, top5_acc: 0.8395, loss_cls: 1.4614, loss: 1.4614, grad_norm: 2.8249 2020-09-12 05:50:18,232 - mmaction - INFO - Epoch [105][100/627] lr: 6.000e-03, eta: 9:00:50, time: 1.125, data_time: 0.014, memory: 8471, top1_acc: 0.6507, top5_acc: 0.8423, loss_cls: 1.4661, loss: 1.4661, grad_norm: 2.8435 2020-09-12 05:50:40,435 - mmaction - INFO - Epoch [105][120/627] lr: 6.000e-03, eta: 9:00:27, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.6582, top5_acc: 0.8434, loss_cls: 1.4290, loss: 1.4290, grad_norm: 2.7720 2020-09-12 05:51:02,793 - mmaction - INFO - Epoch [105][140/627] lr: 6.000e-03, eta: 9:00:05, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6622, top5_acc: 0.8427, loss_cls: 1.4474, loss: 1.4474, grad_norm: 2.8134 2020-09-12 05:51:25,138 - mmaction - INFO - Epoch [105][160/627] lr: 6.000e-03, eta: 8:59:42, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.6568, top5_acc: 0.8402, loss_cls: 1.4480, loss: 1.4480, grad_norm: 2.7912 2020-09-12 05:51:47,336 - mmaction - INFO - Epoch [105][180/627] lr: 6.000e-03, eta: 8:59:19, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.6503, top5_acc: 0.8428, loss_cls: 1.4624, loss: 1.4624, grad_norm: 2.8040 2020-09-12 05:52:09,673 - mmaction - INFO - Epoch [105][200/627] lr: 6.000e-03, eta: 8:58:56, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.6603, top5_acc: 0.8370, loss_cls: 1.4569, loss: 1.4569, grad_norm: 2.7842 2020-09-12 05:52:31,961 - mmaction - INFO - Epoch [105][220/627] lr: 6.000e-03, eta: 8:58:34, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.6612, top5_acc: 0.8422, loss_cls: 1.4422, loss: 1.4422, grad_norm: 2.7761 2020-09-12 05:52:54,232 - mmaction - INFO - Epoch [105][240/627] lr: 6.000e-03, eta: 8:58:11, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6643, top5_acc: 0.8473, loss_cls: 1.4329, loss: 1.4329, grad_norm: 2.7955 2020-09-12 05:53:16,419 - mmaction - INFO - Epoch [105][260/627] lr: 6.000e-03, eta: 8:57:48, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6628, top5_acc: 0.8424, loss_cls: 1.4183, loss: 1.4183, grad_norm: 2.8030 2020-09-12 05:53:38,591 - mmaction - INFO - Epoch [105][280/627] lr: 6.000e-03, eta: 8:57:25, time: 1.104, data_time: 0.003, memory: 8471, top1_acc: 0.6423, top5_acc: 0.8340, loss_cls: 1.5080, loss: 1.5080, grad_norm: 2.9047 2020-09-12 05:54:00,866 - mmaction - INFO - Epoch [105][300/627] lr: 6.000e-03, eta: 8:57:03, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4441, loss: 1.4441, grad_norm: 2.8054 2020-09-12 05:54:23,106 - mmaction - INFO - Epoch [105][320/627] lr: 6.000e-03, eta: 8:56:40, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4023, loss: 1.4023, grad_norm: 2.7754 2020-09-12 05:54:45,310 - mmaction - INFO - Epoch [105][340/627] lr: 6.000e-03, eta: 8:56:17, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.6621, top5_acc: 0.8462, loss_cls: 1.4175, loss: 1.4175, grad_norm: 2.7837 2020-09-12 05:55:07,695 - mmaction - INFO - Epoch [105][360/627] lr: 6.000e-03, eta: 8:55:55, time: 1.124, data_time: 0.009, memory: 8471, top1_acc: 0.6559, top5_acc: 0.8454, loss_cls: 1.4285, loss: 1.4285, grad_norm: 2.8259 2020-09-12 05:55:29,891 - mmaction - INFO - Epoch [105][380/627] lr: 6.000e-03, eta: 8:55:32, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.6600, top5_acc: 0.8430, loss_cls: 1.4481, loss: 1.4481, grad_norm: 2.8157 2020-09-12 05:55:52,096 - mmaction - INFO - Epoch [105][400/627] lr: 6.000e-03, eta: 8:55:09, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6480, top5_acc: 0.8346, loss_cls: 1.4857, loss: 1.4857, grad_norm: 2.8567 2020-09-12 05:56:14,247 - mmaction - INFO - Epoch [105][420/627] lr: 6.000e-03, eta: 8:54:46, time: 1.104, data_time: 0.009, memory: 8471, top1_acc: 0.6527, top5_acc: 0.8283, loss_cls: 1.4895, loss: 1.4895, grad_norm: 2.7898 2020-09-12 05:56:36,463 - mmaction - INFO - Epoch [105][440/627] lr: 6.000e-03, eta: 8:54:24, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6569, top5_acc: 0.8371, loss_cls: 1.4574, loss: 1.4574, grad_norm: 2.8397 2020-09-12 05:56:58,688 - mmaction - INFO - Epoch [105][460/627] lr: 6.000e-03, eta: 8:54:01, time: 1.101, data_time: 0.009, memory: 8471, top1_acc: 0.6546, top5_acc: 0.8385, loss_cls: 1.4515, loss: 1.4515, grad_norm: 2.8115 2020-09-12 05:57:21,044 - mmaction - INFO - Epoch [105][480/627] lr: 6.000e-03, eta: 8:53:38, time: 1.128, data_time: 0.016, memory: 8471, top1_acc: 0.6568, top5_acc: 0.8414, loss_cls: 1.4527, loss: 1.4527, grad_norm: 2.8248 2020-09-12 05:57:43,268 - mmaction - INFO - Epoch [105][500/627] lr: 6.000e-03, eta: 8:53:16, time: 1.112, data_time: 0.016, memory: 8471, top1_acc: 0.6579, top5_acc: 0.8439, loss_cls: 1.4408, loss: 1.4408, grad_norm: 2.8237 2020-09-12 05:58:05,548 - mmaction - INFO - Epoch [105][520/627] lr: 6.000e-03, eta: 8:52:53, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.6572, top5_acc: 0.8419, loss_cls: 1.4351, loss: 1.4351, grad_norm: 2.8796 2020-09-12 05:58:27,867 - mmaction - INFO - Epoch [105][540/627] lr: 6.000e-03, eta: 8:52:30, time: 1.120, data_time: 0.017, memory: 8471, top1_acc: 0.6659, top5_acc: 0.8384, loss_cls: 1.4341, loss: 1.4341, grad_norm: 2.7796 2020-09-12 05:58:50,100 - mmaction - INFO - Epoch [105][560/627] lr: 6.000e-03, eta: 8:52:07, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.6471, top5_acc: 0.8362, loss_cls: 1.4808, loss: 1.4808, grad_norm: 2.8561 2020-09-12 05:59:12,360 - mmaction - INFO - Epoch [105][580/627] lr: 6.000e-03, eta: 8:51:45, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6592, top5_acc: 0.8439, loss_cls: 1.4303, loss: 1.4303, grad_norm: 2.8033 2020-09-12 05:59:34,514 - mmaction - INFO - Epoch [105][600/627] lr: 6.000e-03, eta: 8:51:22, time: 1.099, data_time: 0.006, memory: 8471, top1_acc: 0.6576, top5_acc: 0.8427, loss_cls: 1.4423, loss: 1.4423, grad_norm: 2.8189 2020-09-12 05:59:56,781 - mmaction - INFO - Epoch [105][620/627] lr: 6.000e-03, eta: 8:50:59, time: 1.124, data_time: 0.015, memory: 8471, top1_acc: 0.6583, top5_acc: 0.8469, loss_cls: 1.4327, loss: 1.4327, grad_norm: 2.8050 2020-09-12 06:00:18,735 - mmaction - INFO - Saving checkpoint at 105 epochs 2020-09-12 06:01:21,529 - mmaction - INFO - Epoch [106][20/627] lr: 6.000e-03, eta: 8:50:42, time: 3.108, data_time: 1.913, memory: 8471, top1_acc: 0.6600, top5_acc: 0.8405, loss_cls: 1.4343, loss: 1.4343, grad_norm: 2.8099 2020-09-12 06:01:43,704 - mmaction - INFO - Epoch [106][40/627] lr: 6.000e-03, eta: 8:50:20, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.6618, top5_acc: 0.8370, loss_cls: 1.4541, loss: 1.4541, grad_norm: 2.8052 2020-09-12 06:02:05,866 - mmaction - INFO - Epoch [106][60/627] lr: 6.000e-03, eta: 8:49:57, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.6551, top5_acc: 0.8409, loss_cls: 1.4531, loss: 1.4531, grad_norm: 2.8701 2020-09-12 06:02:27,975 - mmaction - INFO - Epoch [106][80/627] lr: 6.000e-03, eta: 8:49:34, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6592, top5_acc: 0.8444, loss_cls: 1.4246, loss: 1.4246, grad_norm: 2.8193 2020-09-12 06:02:50,207 - mmaction - INFO - Epoch [106][100/627] lr: 6.000e-03, eta: 8:49:11, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6637, top5_acc: 0.8449, loss_cls: 1.4264, loss: 1.4264, grad_norm: 2.8456 2020-09-12 06:03:12,428 - mmaction - INFO - Epoch [106][120/627] lr: 6.000e-03, eta: 8:48:48, time: 1.107, data_time: 0.012, memory: 8471, top1_acc: 0.6576, top5_acc: 0.8378, loss_cls: 1.4516, loss: 1.4516, grad_norm: 2.8545 2020-09-12 06:03:34,656 - mmaction - INFO - Epoch [106][140/627] lr: 6.000e-03, eta: 8:48:26, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6544, top5_acc: 0.8441, loss_cls: 1.4579, loss: 1.4579, grad_norm: 2.8872 2020-09-12 06:03:56,946 - mmaction - INFO - Epoch [106][160/627] lr: 6.000e-03, eta: 8:48:03, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.6624, top5_acc: 0.8469, loss_cls: 1.4173, loss: 1.4173, grad_norm: 2.8185 2020-09-12 06:04:19,160 - mmaction - INFO - Epoch [106][180/627] lr: 6.000e-03, eta: 8:47:40, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.6521, top5_acc: 0.8426, loss_cls: 1.4556, loss: 1.4556, grad_norm: 2.8811 2020-09-12 06:04:41,465 - mmaction - INFO - Epoch [106][200/627] lr: 6.000e-03, eta: 8:47:18, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.6586, top5_acc: 0.8419, loss_cls: 1.4531, loss: 1.4531, grad_norm: 2.8317 2020-09-12 06:05:03,734 - mmaction - INFO - Epoch [106][220/627] lr: 6.000e-03, eta: 8:46:55, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.6546, top5_acc: 0.8409, loss_cls: 1.4539, loss: 1.4539, grad_norm: 2.8402 2020-09-12 06:05:26,137 - mmaction - INFO - Epoch [106][240/627] lr: 6.000e-03, eta: 8:46:32, time: 1.120, data_time: 0.005, memory: 8471, top1_acc: 0.6676, top5_acc: 0.8546, loss_cls: 1.3838, loss: 1.3838, grad_norm: 2.8019 2020-09-12 06:05:48,267 - mmaction - INFO - Epoch [106][260/627] lr: 6.000e-03, eta: 8:46:09, time: 1.103, data_time: 0.011, memory: 8471, top1_acc: 0.6552, top5_acc: 0.8340, loss_cls: 1.4637, loss: 1.4637, grad_norm: 2.8518 2020-09-12 06:06:10,495 - mmaction - INFO - Epoch [106][280/627] lr: 6.000e-03, eta: 8:45:47, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4344, loss: 1.4344, grad_norm: 2.8602 2020-09-12 06:06:32,734 - mmaction - INFO - Epoch [106][300/627] lr: 6.000e-03, eta: 8:45:24, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6531, top5_acc: 0.8363, loss_cls: 1.4783, loss: 1.4783, grad_norm: 2.8237 2020-09-12 06:06:55,053 - mmaction - INFO - Epoch [106][320/627] lr: 6.000e-03, eta: 8:45:01, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.6488, top5_acc: 0.8372, loss_cls: 1.4676, loss: 1.4676, grad_norm: 2.8669 2020-09-12 06:07:17,307 - mmaction - INFO - Epoch [106][340/627] lr: 6.000e-03, eta: 8:44:38, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.6642, top5_acc: 0.8385, loss_cls: 1.4399, loss: 1.4399, grad_norm: 2.8373 2020-09-12 06:07:39,468 - mmaction - INFO - Epoch [106][360/627] lr: 6.000e-03, eta: 8:44:16, time: 1.107, data_time: 0.016, memory: 8471, top1_acc: 0.6581, top5_acc: 0.8363, loss_cls: 1.4610, loss: 1.4610, grad_norm: 2.8158 2020-09-12 06:08:01,792 - mmaction - INFO - Epoch [106][380/627] lr: 6.000e-03, eta: 8:43:53, time: 1.123, data_time: 0.014, memory: 8471, top1_acc: 0.6583, top5_acc: 0.8375, loss_cls: 1.4570, loss: 1.4570, grad_norm: 2.8293 2020-09-12 06:08:24,026 - mmaction - INFO - Epoch [106][400/627] lr: 6.000e-03, eta: 8:43:30, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.6573, top5_acc: 0.8408, loss_cls: 1.4562, loss: 1.4562, grad_norm: 2.8966 2020-09-12 06:08:46,435 - mmaction - INFO - Epoch [106][420/627] lr: 6.000e-03, eta: 8:43:08, time: 1.124, data_time: 0.012, memory: 8471, top1_acc: 0.6608, top5_acc: 0.8439, loss_cls: 1.4342, loss: 1.4342, grad_norm: 2.8569 2020-09-12 06:09:08,662 - mmaction - INFO - Epoch [106][440/627] lr: 6.000e-03, eta: 8:42:45, time: 1.110, data_time: 0.012, memory: 8471, top1_acc: 0.6602, top5_acc: 0.8402, loss_cls: 1.4334, loss: 1.4334, grad_norm: 2.8226 2020-09-12 06:09:30,792 - mmaction - INFO - Epoch [106][460/627] lr: 6.000e-03, eta: 8:42:22, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.6574, top5_acc: 0.8431, loss_cls: 1.4544, loss: 1.4544, grad_norm: 2.8637 2020-09-12 06:09:53,048 - mmaction - INFO - Epoch [106][480/627] lr: 6.000e-03, eta: 8:41:59, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6611, top5_acc: 0.8422, loss_cls: 1.4253, loss: 1.4253, grad_norm: 2.7951 2020-09-12 06:10:15,304 - mmaction - INFO - Epoch [106][500/627] lr: 6.000e-03, eta: 8:41:37, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.6505, top5_acc: 0.8359, loss_cls: 1.4743, loss: 1.4743, grad_norm: 2.8558 2020-09-12 06:10:37,530 - mmaction - INFO - Epoch [106][520/627] lr: 6.000e-03, eta: 8:41:14, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.6548, top5_acc: 0.8396, loss_cls: 1.4452, loss: 1.4452, grad_norm: 2.8017 2020-09-12 06:10:59,825 - mmaction - INFO - Epoch [106][540/627] lr: 6.000e-03, eta: 8:40:51, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6569, top5_acc: 0.8398, loss_cls: 1.4535, loss: 1.4535, grad_norm: 2.8640 2020-09-12 06:11:22,051 - mmaction - INFO - Epoch [106][560/627] lr: 6.000e-03, eta: 8:40:29, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.6572, top5_acc: 0.8402, loss_cls: 1.4402, loss: 1.4402, grad_norm: 2.8437 2020-09-12 06:11:44,228 - mmaction - INFO - Epoch [106][580/627] lr: 6.000e-03, eta: 8:40:06, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.6604, top5_acc: 0.8359, loss_cls: 1.4594, loss: 1.4594, grad_norm: 2.8723 2020-09-12 06:12:06,416 - mmaction - INFO - Epoch [106][600/627] lr: 6.000e-03, eta: 8:39:43, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6589, top5_acc: 0.8479, loss_cls: 1.4039, loss: 1.4039, grad_norm: 2.8234 2020-09-12 06:12:28,724 - mmaction - INFO - Epoch [106][620/627] lr: 6.000e-03, eta: 8:39:20, time: 1.114, data_time: 0.002, memory: 8471, top1_acc: 0.6569, top5_acc: 0.8414, loss_cls: 1.4426, loss: 1.4426, grad_norm: 2.8308 2020-09-12 06:13:41,442 - mmaction - INFO - Epoch [107][20/627] lr: 6.000e-03, eta: 8:39:05, time: 3.305, data_time: 0.529, memory: 8471, top1_acc: 0.6673, top5_acc: 0.8470, loss_cls: 1.4210, loss: 1.4210, grad_norm: 2.8262 2020-09-12 06:14:03,664 - mmaction - INFO - Epoch [107][40/627] lr: 6.000e-03, eta: 8:38:42, time: 1.116, data_time: 0.019, memory: 8471, top1_acc: 0.6592, top5_acc: 0.8435, loss_cls: 1.4172, loss: 1.4172, grad_norm: 2.7956 2020-09-12 06:14:25,936 - mmaction - INFO - Epoch [107][60/627] lr: 6.000e-03, eta: 8:38:19, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.6638, top5_acc: 0.8449, loss_cls: 1.4211, loss: 1.4211, grad_norm: 2.8573 2020-09-12 06:14:48,155 - mmaction - INFO - Epoch [107][80/627] lr: 6.000e-03, eta: 8:37:56, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.6572, top5_acc: 0.8469, loss_cls: 1.4279, loss: 1.4279, grad_norm: 2.8880 2020-09-12 06:15:10,469 - mmaction - INFO - Epoch [107][100/627] lr: 6.000e-03, eta: 8:37:34, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.6651, top5_acc: 0.8441, loss_cls: 1.4246, loss: 1.4246, grad_norm: 2.8553 2020-09-12 06:15:32,608 - mmaction - INFO - Epoch [107][120/627] lr: 6.000e-03, eta: 8:37:11, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.6523, top5_acc: 0.8350, loss_cls: 1.4682, loss: 1.4682, grad_norm: 2.8944 2020-09-12 06:15:54,812 - mmaction - INFO - Epoch [107][140/627] lr: 6.000e-03, eta: 8:36:48, time: 1.102, data_time: 0.004, memory: 8471, top1_acc: 0.6566, top5_acc: 0.8443, loss_cls: 1.4418, loss: 1.4418, grad_norm: 2.8567 2020-09-12 06:16:17,105 - mmaction - INFO - Epoch [107][160/627] lr: 6.000e-03, eta: 8:36:25, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.6582, top5_acc: 0.8413, loss_cls: 1.4358, loss: 1.4358, grad_norm: 2.8434 2020-09-12 06:16:39,285 - mmaction - INFO - Epoch [107][180/627] lr: 6.000e-03, eta: 8:36:03, time: 1.108, data_time: 0.014, memory: 8471, top1_acc: 0.6570, top5_acc: 0.8378, loss_cls: 1.4405, loss: 1.4405, grad_norm: 2.8452 2020-09-12 06:17:01,476 - mmaction - INFO - Epoch [107][200/627] lr: 6.000e-03, eta: 8:35:40, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.6710, top5_acc: 0.8453, loss_cls: 1.4202, loss: 1.4202, grad_norm: 2.8433 2020-09-12 06:17:23,803 - mmaction - INFO - Epoch [107][220/627] lr: 6.000e-03, eta: 8:35:17, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.6648, top5_acc: 0.8487, loss_cls: 1.4103, loss: 1.4103, grad_norm: 2.8924 2020-09-12 06:17:46,092 - mmaction - INFO - Epoch [107][240/627] lr: 6.000e-03, eta: 8:34:54, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6615, top5_acc: 0.8415, loss_cls: 1.4320, loss: 1.4320, grad_norm: 2.8856 2020-09-12 06:18:08,289 - mmaction - INFO - Epoch [107][260/627] lr: 6.000e-03, eta: 8:34:32, time: 1.111, data_time: 0.015, memory: 8471, top1_acc: 0.6579, top5_acc: 0.8435, loss_cls: 1.4227, loss: 1.4227, grad_norm: 2.9311 2020-09-12 06:18:30,544 - mmaction - INFO - Epoch [107][280/627] lr: 6.000e-03, eta: 8:34:09, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.6594, top5_acc: 0.8435, loss_cls: 1.4319, loss: 1.4319, grad_norm: 2.8767 2020-09-12 06:18:52,850 - mmaction - INFO - Epoch [107][300/627] lr: 6.000e-03, eta: 8:33:46, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.6624, top5_acc: 0.8458, loss_cls: 1.4347, loss: 1.4347, grad_norm: 2.8593 2020-09-12 06:19:15,012 - mmaction - INFO - Epoch [107][320/627] lr: 6.000e-03, eta: 8:33:24, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6603, top5_acc: 0.8370, loss_cls: 1.4502, loss: 1.4502, grad_norm: 2.8913 2020-09-12 06:19:37,193 - mmaction - INFO - Epoch [107][340/627] lr: 6.000e-03, eta: 8:33:01, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.6589, top5_acc: 0.8371, loss_cls: 1.4553, loss: 1.4553, grad_norm: 2.9052 2020-09-12 06:19:59,374 - mmaction - INFO - Epoch [107][360/627] lr: 6.000e-03, eta: 8:32:38, time: 1.107, data_time: 0.010, memory: 8471, top1_acc: 0.6521, top5_acc: 0.8368, loss_cls: 1.4713, loss: 1.4713, grad_norm: 2.8726 2020-09-12 06:20:21,552 - mmaction - INFO - Epoch [107][380/627] lr: 6.000e-03, eta: 8:32:15, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6557, top5_acc: 0.8437, loss_cls: 1.4491, loss: 1.4491, grad_norm: 2.8879 2020-09-12 06:20:43,733 - mmaction - INFO - Epoch [107][400/627] lr: 6.000e-03, eta: 8:31:53, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6581, top5_acc: 0.8505, loss_cls: 1.4090, loss: 1.4090, grad_norm: 2.8794 2020-09-12 06:21:05,997 - mmaction - INFO - Epoch [107][420/627] lr: 6.000e-03, eta: 8:31:30, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6534, top5_acc: 0.8404, loss_cls: 1.4506, loss: 1.4506, grad_norm: 2.8885 2020-09-12 06:21:28,251 - mmaction - INFO - Epoch [107][440/627] lr: 6.000e-03, eta: 8:31:07, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6595, top5_acc: 0.8378, loss_cls: 1.4358, loss: 1.4358, grad_norm: 2.8845 2020-09-12 06:21:50,586 - mmaction - INFO - Epoch [107][460/627] lr: 6.000e-03, eta: 8:30:44, time: 1.110, data_time: 0.013, memory: 8471, top1_acc: 0.6552, top5_acc: 0.8451, loss_cls: 1.4487, loss: 1.4487, grad_norm: 2.9098 2020-09-12 06:22:12,913 - mmaction - INFO - Epoch [107][480/627] lr: 6.000e-03, eta: 8:30:22, time: 1.125, data_time: 0.018, memory: 8471, top1_acc: 0.6598, top5_acc: 0.8453, loss_cls: 1.4351, loss: 1.4351, grad_norm: 2.8926 2020-09-12 06:22:35,135 - mmaction - INFO - Epoch [107][500/627] lr: 6.000e-03, eta: 8:29:59, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6592, top5_acc: 0.8417, loss_cls: 1.4514, loss: 1.4514, grad_norm: 2.8739 2020-09-12 06:22:57,506 - mmaction - INFO - Epoch [107][520/627] lr: 6.000e-03, eta: 8:29:36, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.6579, top5_acc: 0.8423, loss_cls: 1.4440, loss: 1.4440, grad_norm: 2.8566 2020-09-12 06:23:19,792 - mmaction - INFO - Epoch [107][540/627] lr: 6.000e-03, eta: 8:29:14, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6508, top5_acc: 0.8331, loss_cls: 1.4820, loss: 1.4820, grad_norm: 2.8761 2020-09-12 06:23:42,085 - mmaction - INFO - Epoch [107][560/627] lr: 6.000e-03, eta: 8:28:51, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6507, top5_acc: 0.8328, loss_cls: 1.4619, loss: 1.4619, grad_norm: 2.8550 2020-09-12 06:24:04,347 - mmaction - INFO - Epoch [107][580/627] lr: 6.000e-03, eta: 8:28:28, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6531, top5_acc: 0.8423, loss_cls: 1.4552, loss: 1.4552, grad_norm: 2.9141 2020-09-12 06:24:26,655 - mmaction - INFO - Epoch [107][600/627] lr: 6.000e-03, eta: 8:28:05, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.6650, top5_acc: 0.8400, loss_cls: 1.4590, loss: 1.4590, grad_norm: 2.9032 2020-09-12 06:24:48,911 - mmaction - INFO - Epoch [107][620/627] lr: 6.000e-03, eta: 8:27:43, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6585, top5_acc: 0.8441, loss_cls: 1.4427, loss: 1.4427, grad_norm: 2.8840 2020-09-12 06:25:29,057 - mmaction - INFO - Epoch [108][20/627] lr: 6.000e-03, eta: 8:27:13, time: 1.690, data_time: 0.524, memory: 8471, top1_acc: 0.6635, top5_acc: 0.8453, loss_cls: 1.4092, loss: 1.4092, grad_norm: 2.7951 2020-09-12 06:25:51,395 - mmaction - INFO - Epoch [108][40/627] lr: 6.000e-03, eta: 8:26:51, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.6637, top5_acc: 0.8487, loss_cls: 1.4153, loss: 1.4153, grad_norm: 2.8887 2020-09-12 06:26:13,739 - mmaction - INFO - Epoch [108][60/627] lr: 6.000e-03, eta: 8:26:28, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.6673, top5_acc: 0.8447, loss_cls: 1.3970, loss: 1.3970, grad_norm: 2.8019 2020-09-12 06:26:35,985 - mmaction - INFO - Epoch [108][80/627] lr: 6.000e-03, eta: 8:26:05, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.6647, top5_acc: 0.8462, loss_cls: 1.4123, loss: 1.4123, grad_norm: 2.8804 2020-09-12 06:26:58,277 - mmaction - INFO - Epoch [108][100/627] lr: 6.000e-03, eta: 8:25:43, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.6605, top5_acc: 0.8428, loss_cls: 1.4184, loss: 1.4184, grad_norm: 2.8682 2020-09-12 06:27:20,545 - mmaction - INFO - Epoch [108][120/627] lr: 6.000e-03, eta: 8:25:20, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6585, top5_acc: 0.8393, loss_cls: 1.4499, loss: 1.4499, grad_norm: 2.8839 2020-09-12 06:27:42,796 - mmaction - INFO - Epoch [108][140/627] lr: 6.000e-03, eta: 8:24:57, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6651, top5_acc: 0.8426, loss_cls: 1.4349, loss: 1.4349, grad_norm: 2.8701 2020-09-12 06:28:04,968 - mmaction - INFO - Epoch [108][160/627] lr: 6.000e-03, eta: 8:24:34, time: 1.107, data_time: 0.002, memory: 8471, top1_acc: 0.6548, top5_acc: 0.8487, loss_cls: 1.4307, loss: 1.4307, grad_norm: 2.9243 2020-09-12 06:28:27,207 - mmaction - INFO - Epoch [108][180/627] lr: 6.000e-03, eta: 8:24:12, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.6564, top5_acc: 0.8396, loss_cls: 1.4687, loss: 1.4687, grad_norm: 2.8987 2020-09-12 06:28:49,475 - mmaction - INFO - Epoch [108][200/627] lr: 6.000e-03, eta: 8:23:49, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.6590, top5_acc: 0.8409, loss_cls: 1.4533, loss: 1.4533, grad_norm: 2.9029 2020-09-12 06:29:11,788 - mmaction - INFO - Epoch [108][220/627] lr: 6.000e-03, eta: 8:23:26, time: 1.121, data_time: 0.011, memory: 8471, top1_acc: 0.6617, top5_acc: 0.8439, loss_cls: 1.4309, loss: 1.4309, grad_norm: 2.8959 2020-09-12 06:29:34,099 - mmaction - INFO - Epoch [108][240/627] lr: 6.000e-03, eta: 8:23:04, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.6561, top5_acc: 0.8413, loss_cls: 1.4348, loss: 1.4348, grad_norm: 2.8997 2020-09-12 06:29:56,462 - mmaction - INFO - Epoch [108][260/627] lr: 6.000e-03, eta: 8:22:41, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.6546, top5_acc: 0.8392, loss_cls: 1.4464, loss: 1.4464, grad_norm: 2.8828 2020-09-12 06:30:18,727 - mmaction - INFO - Epoch [108][280/627] lr: 6.000e-03, eta: 8:22:18, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.6665, top5_acc: 0.8456, loss_cls: 1.4152, loss: 1.4152, grad_norm: 2.8669 2020-09-12 06:30:41,044 - mmaction - INFO - Epoch [108][300/627] lr: 6.000e-03, eta: 8:21:55, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6548, top5_acc: 0.8456, loss_cls: 1.4324, loss: 1.4324, grad_norm: 2.8706 2020-09-12 06:31:03,241 - mmaction - INFO - Epoch [108][320/627] lr: 6.000e-03, eta: 8:21:33, time: 1.106, data_time: 0.015, memory: 8471, top1_acc: 0.6646, top5_acc: 0.8457, loss_cls: 1.4158, loss: 1.4158, grad_norm: 2.8740 2020-09-12 06:31:25,397 - mmaction - INFO - Epoch [108][340/627] lr: 6.000e-03, eta: 8:21:10, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.6534, top5_acc: 0.8448, loss_cls: 1.4489, loss: 1.4489, grad_norm: 2.9012 2020-09-12 06:31:47,779 - mmaction - INFO - Epoch [108][360/627] lr: 6.000e-03, eta: 8:20:47, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6673, top5_acc: 0.8490, loss_cls: 1.3955, loss: 1.3955, grad_norm: 2.8816 2020-09-12 06:32:09,995 - mmaction - INFO - Epoch [108][380/627] lr: 6.000e-03, eta: 8:20:25, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.6576, top5_acc: 0.8452, loss_cls: 1.4367, loss: 1.4367, grad_norm: 2.8836 2020-09-12 06:32:32,167 - mmaction - INFO - Epoch [108][400/627] lr: 6.000e-03, eta: 8:20:02, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.6616, top5_acc: 0.8421, loss_cls: 1.4377, loss: 1.4377, grad_norm: 2.9075 2020-09-12 06:32:54,404 - mmaction - INFO - Epoch [108][420/627] lr: 6.000e-03, eta: 8:19:39, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6738, top5_acc: 0.8469, loss_cls: 1.3998, loss: 1.3998, grad_norm: 2.8567 2020-09-12 06:33:16,628 - mmaction - INFO - Epoch [108][440/627] lr: 6.000e-03, eta: 8:19:16, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6633, top5_acc: 0.8439, loss_cls: 1.4239, loss: 1.4239, grad_norm: 2.8312 2020-09-12 06:33:38,947 - mmaction - INFO - Epoch [108][460/627] lr: 6.000e-03, eta: 8:18:54, time: 1.119, data_time: 0.006, memory: 8471, top1_acc: 0.6514, top5_acc: 0.8421, loss_cls: 1.4464, loss: 1.4464, grad_norm: 2.9225 2020-09-12 06:34:01,283 - mmaction - INFO - Epoch [108][480/627] lr: 6.000e-03, eta: 8:18:31, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6604, top5_acc: 0.8413, loss_cls: 1.4284, loss: 1.4284, grad_norm: 2.8922 2020-09-12 06:34:23,478 - mmaction - INFO - Epoch [108][500/627] lr: 6.000e-03, eta: 8:18:08, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.6557, top5_acc: 0.8437, loss_cls: 1.4357, loss: 1.4357, grad_norm: 2.9191 2020-09-12 06:34:45,843 - mmaction - INFO - Epoch [108][520/627] lr: 6.000e-03, eta: 8:17:45, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.6661, top5_acc: 0.8421, loss_cls: 1.4213, loss: 1.4213, grad_norm: 2.8820 2020-09-12 06:35:08,059 - mmaction - INFO - Epoch [108][540/627] lr: 6.000e-03, eta: 8:17:23, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.6582, top5_acc: 0.8460, loss_cls: 1.4228, loss: 1.4228, grad_norm: 2.9063 2020-09-12 06:35:30,401 - mmaction - INFO - Epoch [108][560/627] lr: 6.000e-03, eta: 8:17:00, time: 1.120, data_time: 0.006, memory: 8471, top1_acc: 0.6563, top5_acc: 0.8375, loss_cls: 1.4652, loss: 1.4652, grad_norm: 2.9353 2020-09-12 06:35:52,616 - mmaction - INFO - Epoch [108][580/627] lr: 6.000e-03, eta: 8:16:37, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.6622, top5_acc: 0.8408, loss_cls: 1.4279, loss: 1.4279, grad_norm: 2.8790 2020-09-12 06:36:14,800 - mmaction - INFO - Epoch [108][600/627] lr: 6.000e-03, eta: 8:16:15, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6551, top5_acc: 0.8432, loss_cls: 1.4456, loss: 1.4456, grad_norm: 2.9177 2020-09-12 06:36:37,008 - mmaction - INFO - Epoch [108][620/627] lr: 6.000e-03, eta: 8:15:52, time: 1.105, data_time: 0.010, memory: 8471, top1_acc: 0.6699, top5_acc: 0.8525, loss_cls: 1.3972, loss: 1.3972, grad_norm: 2.8847 2020-09-12 06:37:17,162 - mmaction - INFO - Epoch [109][20/627] lr: 6.000e-03, eta: 8:15:23, time: 1.689, data_time: 0.436, memory: 8471, top1_acc: 0.6674, top5_acc: 0.8464, loss_cls: 1.4134, loss: 1.4134, grad_norm: 2.8492 2020-09-12 06:37:39,484 - mmaction - INFO - Epoch [109][40/627] lr: 6.000e-03, eta: 8:15:00, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6643, top5_acc: 0.8443, loss_cls: 1.4132, loss: 1.4132, grad_norm: 2.8439 2020-09-12 06:38:01,675 - mmaction - INFO - Epoch [109][60/627] lr: 6.000e-03, eta: 8:14:37, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6582, top5_acc: 0.8427, loss_cls: 1.4489, loss: 1.4489, grad_norm: 2.9289 2020-09-12 06:38:23,895 - mmaction - INFO - Epoch [109][80/627] lr: 6.000e-03, eta: 8:14:14, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6719, top5_acc: 0.8452, loss_cls: 1.4116, loss: 1.4116, grad_norm: 2.8758 2020-09-12 06:38:46,043 - mmaction - INFO - Epoch [109][100/627] lr: 6.000e-03, eta: 8:13:52, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6618, top5_acc: 0.8477, loss_cls: 1.4094, loss: 1.4094, grad_norm: 2.9309 2020-09-12 06:39:08,300 - mmaction - INFO - Epoch [109][120/627] lr: 6.000e-03, eta: 8:13:29, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6592, top5_acc: 0.8430, loss_cls: 1.4167, loss: 1.4167, grad_norm: 2.8984 2020-09-12 06:39:30,596 - mmaction - INFO - Epoch [109][140/627] lr: 6.000e-03, eta: 8:13:06, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.6660, top5_acc: 0.8484, loss_cls: 1.3860, loss: 1.3860, grad_norm: 2.8949 2020-09-12 06:39:52,915 - mmaction - INFO - Epoch [109][160/627] lr: 6.000e-03, eta: 8:12:44, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.6669, top5_acc: 0.8522, loss_cls: 1.3858, loss: 1.3858, grad_norm: 2.8923 2020-09-12 06:40:15,207 - mmaction - INFO - Epoch [109][180/627] lr: 6.000e-03, eta: 8:12:21, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.6647, top5_acc: 0.8406, loss_cls: 1.4323, loss: 1.4323, grad_norm: 2.8940 2020-09-12 06:40:37,496 - mmaction - INFO - Epoch [109][200/627] lr: 6.000e-03, eta: 8:11:58, time: 1.120, data_time: 0.017, memory: 8471, top1_acc: 0.6600, top5_acc: 0.8426, loss_cls: 1.4200, loss: 1.4200, grad_norm: 2.8936 2020-09-12 06:40:59,600 - mmaction - INFO - Epoch [109][220/627] lr: 6.000e-03, eta: 8:11:35, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.6672, top5_acc: 0.8505, loss_cls: 1.3929, loss: 1.3929, grad_norm: 2.9215 2020-09-12 06:41:21,881 - mmaction - INFO - Epoch [109][240/627] lr: 6.000e-03, eta: 8:11:13, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6651, top5_acc: 0.8490, loss_cls: 1.4056, loss: 1.4056, grad_norm: 2.9383 2020-09-12 06:41:44,221 - mmaction - INFO - Epoch [109][260/627] lr: 6.000e-03, eta: 8:10:50, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.6682, top5_acc: 0.8443, loss_cls: 1.4182, loss: 1.4182, grad_norm: 2.9182 2020-09-12 06:42:06,472 - mmaction - INFO - Epoch [109][280/627] lr: 6.000e-03, eta: 8:10:27, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.6586, top5_acc: 0.8378, loss_cls: 1.4484, loss: 1.4484, grad_norm: 2.9321 2020-09-12 06:42:28,653 - mmaction - INFO - Epoch [109][300/627] lr: 6.000e-03, eta: 8:10:04, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.6615, top5_acc: 0.8436, loss_cls: 1.4378, loss: 1.4378, grad_norm: 2.9440 2020-09-12 06:42:51,066 - mmaction - INFO - Epoch [109][320/627] lr: 6.000e-03, eta: 8:09:42, time: 1.110, data_time: 0.012, memory: 8471, top1_acc: 0.6659, top5_acc: 0.8393, loss_cls: 1.4357, loss: 1.4357, grad_norm: 2.9305 2020-09-12 06:43:13,363 - mmaction - INFO - Epoch [109][340/627] lr: 6.000e-03, eta: 8:09:19, time: 1.127, data_time: 0.016, memory: 8471, top1_acc: 0.6600, top5_acc: 0.8408, loss_cls: 1.4399, loss: 1.4399, grad_norm: 2.9240 2020-09-12 06:43:35,701 - mmaction - INFO - Epoch [109][360/627] lr: 6.000e-03, eta: 8:08:56, time: 1.116, data_time: 0.003, memory: 8471, top1_acc: 0.6605, top5_acc: 0.8431, loss_cls: 1.4396, loss: 1.4396, grad_norm: 2.9534 2020-09-12 06:43:57,930 - mmaction - INFO - Epoch [109][380/627] lr: 6.000e-03, eta: 8:08:34, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6544, top5_acc: 0.8415, loss_cls: 1.4463, loss: 1.4463, grad_norm: 2.9474 2020-09-12 06:44:20,176 - mmaction - INFO - Epoch [109][400/627] lr: 6.000e-03, eta: 8:08:11, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6629, top5_acc: 0.8435, loss_cls: 1.4245, loss: 1.4245, grad_norm: 2.9061 2020-09-12 06:44:42,408 - mmaction - INFO - Epoch [109][420/627] lr: 6.000e-03, eta: 8:07:48, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6626, top5_acc: 0.8474, loss_cls: 1.4149, loss: 1.4149, grad_norm: 2.9361 2020-09-12 06:45:04,634 - mmaction - INFO - Epoch [109][440/627] lr: 6.000e-03, eta: 8:07:26, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6616, top5_acc: 0.8402, loss_cls: 1.4285, loss: 1.4285, grad_norm: 2.9415 2020-09-12 06:45:26,853 - mmaction - INFO - Epoch [109][460/627] lr: 6.000e-03, eta: 8:07:03, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.6598, top5_acc: 0.8431, loss_cls: 1.4410, loss: 1.4410, grad_norm: 2.9052 2020-09-12 06:45:49,117 - mmaction - INFO - Epoch [109][480/627] lr: 6.000e-03, eta: 8:06:40, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6669, top5_acc: 0.8492, loss_cls: 1.3995, loss: 1.3995, grad_norm: 2.8708 2020-09-12 06:46:11,331 - mmaction - INFO - Epoch [109][500/627] lr: 6.000e-03, eta: 8:06:17, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.6561, top5_acc: 0.8410, loss_cls: 1.4529, loss: 1.4529, grad_norm: 2.9326 2020-09-12 06:46:33,499 - mmaction - INFO - Epoch [109][520/627] lr: 6.000e-03, eta: 8:05:55, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.6654, top5_acc: 0.8503, loss_cls: 1.4108, loss: 1.4108, grad_norm: 2.9238 2020-09-12 06:46:55,710 - mmaction - INFO - Epoch [109][540/627] lr: 6.000e-03, eta: 8:05:32, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6681, top5_acc: 0.8526, loss_cls: 1.3809, loss: 1.3809, grad_norm: 2.9056 2020-09-12 06:47:18,043 - mmaction - INFO - Epoch [109][560/627] lr: 6.000e-03, eta: 8:05:09, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.6648, top5_acc: 0.8418, loss_cls: 1.4254, loss: 1.4254, grad_norm: 2.9497 2020-09-12 06:47:40,353 - mmaction - INFO - Epoch [109][580/627] lr: 6.000e-03, eta: 8:04:46, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.6663, top5_acc: 0.8447, loss_cls: 1.4113, loss: 1.4113, grad_norm: 2.8896 2020-09-12 06:48:02,670 - mmaction - INFO - Epoch [109][600/627] lr: 6.000e-03, eta: 8:04:24, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6573, top5_acc: 0.8370, loss_cls: 1.4636, loss: 1.4636, grad_norm: 2.9878 2020-09-12 06:48:24,973 - mmaction - INFO - Epoch [109][620/627] lr: 6.000e-03, eta: 8:04:01, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.6663, top5_acc: 0.8457, loss_cls: 1.4130, loss: 1.4130, grad_norm: 2.9266 2020-09-12 06:49:05,038 - mmaction - INFO - Epoch [110][20/627] lr: 6.000e-03, eta: 8:03:32, time: 1.678, data_time: 0.484, memory: 8471, top1_acc: 0.6656, top5_acc: 0.8448, loss_cls: 1.4167, loss: 1.4167, grad_norm: 2.9364 2020-09-12 06:49:27,400 - mmaction - INFO - Epoch [110][40/627] lr: 6.000e-03, eta: 8:03:09, time: 1.125, data_time: 0.020, memory: 8471, top1_acc: 0.6680, top5_acc: 0.8512, loss_cls: 1.3850, loss: 1.3850, grad_norm: 2.9142 2020-09-12 06:49:49,670 - mmaction - INFO - Epoch [110][60/627] lr: 6.000e-03, eta: 8:02:46, time: 1.105, data_time: 0.013, memory: 8471, top1_acc: 0.6697, top5_acc: 0.8513, loss_cls: 1.3864, loss: 1.3864, grad_norm: 2.9256 2020-09-12 06:50:11,985 - mmaction - INFO - Epoch [110][80/627] lr: 6.000e-03, eta: 8:02:24, time: 1.125, data_time: 0.015, memory: 8471, top1_acc: 0.6602, top5_acc: 0.8452, loss_cls: 1.4163, loss: 1.4163, grad_norm: 2.9448 2020-09-12 06:50:34,238 - mmaction - INFO - Epoch [110][100/627] lr: 6.000e-03, eta: 8:02:01, time: 1.109, data_time: 0.014, memory: 8471, top1_acc: 0.6542, top5_acc: 0.8400, loss_cls: 1.4631, loss: 1.4631, grad_norm: 2.9517 2020-09-12 06:50:56,582 - mmaction - INFO - Epoch [110][120/627] lr: 6.000e-03, eta: 8:01:38, time: 1.121, data_time: 0.009, memory: 8471, top1_acc: 0.6656, top5_acc: 0.8426, loss_cls: 1.4124, loss: 1.4124, grad_norm: 2.9325 2020-09-12 06:51:18,815 - mmaction - INFO - Epoch [110][140/627] lr: 6.000e-03, eta: 8:01:16, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4367, loss: 1.4367, grad_norm: 2.9800 2020-09-12 06:51:41,044 - mmaction - INFO - Epoch [110][160/627] lr: 6.000e-03, eta: 8:00:53, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6589, top5_acc: 0.8413, loss_cls: 1.4366, loss: 1.4366, grad_norm: 2.9173 2020-09-12 06:52:03,375 - mmaction - INFO - Epoch [110][180/627] lr: 6.000e-03, eta: 8:00:30, time: 1.118, data_time: 0.005, memory: 8471, top1_acc: 0.6660, top5_acc: 0.8461, loss_cls: 1.4216, loss: 1.4216, grad_norm: 2.9638 2020-09-12 06:52:25,695 - mmaction - INFO - Epoch [110][200/627] lr: 6.000e-03, eta: 8:00:08, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6590, top5_acc: 0.8397, loss_cls: 1.4469, loss: 1.4469, grad_norm: 2.9194 2020-09-12 06:52:47,986 - mmaction - INFO - Epoch [110][220/627] lr: 6.000e-03, eta: 7:59:45, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.6673, top5_acc: 0.8445, loss_cls: 1.4149, loss: 1.4149, grad_norm: 2.8862 2020-09-12 06:53:10,234 - mmaction - INFO - Epoch [110][240/627] lr: 6.000e-03, eta: 7:59:22, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.6613, top5_acc: 0.8483, loss_cls: 1.4223, loss: 1.4223, grad_norm: 2.9764 2020-09-12 06:53:32,442 - mmaction - INFO - Epoch [110][260/627] lr: 6.000e-03, eta: 7:58:59, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6725, top5_acc: 0.8510, loss_cls: 1.3811, loss: 1.3811, grad_norm: 2.9301 2020-09-12 06:53:54,710 - mmaction - INFO - Epoch [110][280/627] lr: 6.000e-03, eta: 7:58:37, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.6534, top5_acc: 0.8341, loss_cls: 1.4723, loss: 1.4723, grad_norm: 2.9823 2020-09-12 06:54:16,946 - mmaction - INFO - Epoch [110][300/627] lr: 6.000e-03, eta: 7:58:14, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6582, top5_acc: 0.8439, loss_cls: 1.4228, loss: 1.4228, grad_norm: 2.9040 2020-09-12 06:54:39,191 - mmaction - INFO - Epoch [110][320/627] lr: 6.000e-03, eta: 7:57:51, time: 1.103, data_time: 0.004, memory: 8471, top1_acc: 0.6639, top5_acc: 0.8389, loss_cls: 1.4287, loss: 1.4287, grad_norm: 2.8993 2020-09-12 06:55:01,537 - mmaction - INFO - Epoch [110][340/627] lr: 6.000e-03, eta: 7:57:29, time: 1.126, data_time: 0.017, memory: 8471, top1_acc: 0.6689, top5_acc: 0.8471, loss_cls: 1.4160, loss: 1.4160, grad_norm: 2.9925 2020-09-12 06:55:23,708 - mmaction - INFO - Epoch [110][360/627] lr: 6.000e-03, eta: 7:57:06, time: 1.102, data_time: 0.007, memory: 8471, top1_acc: 0.6635, top5_acc: 0.8467, loss_cls: 1.4003, loss: 1.4003, grad_norm: 2.9001 2020-09-12 06:55:45,981 - mmaction - INFO - Epoch [110][380/627] lr: 6.000e-03, eta: 7:56:43, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.6589, top5_acc: 0.8465, loss_cls: 1.4234, loss: 1.4234, grad_norm: 2.9686 2020-09-12 06:56:08,251 - mmaction - INFO - Epoch [110][400/627] lr: 6.000e-03, eta: 7:56:20, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6552, top5_acc: 0.8344, loss_cls: 1.4372, loss: 1.4372, grad_norm: 2.9700 2020-09-12 06:56:30,464 - mmaction - INFO - Epoch [110][420/627] lr: 6.000e-03, eta: 7:55:58, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.6684, top5_acc: 0.8474, loss_cls: 1.4084, loss: 1.4084, grad_norm: 2.9185 2020-09-12 06:56:52,627 - mmaction - INFO - Epoch [110][440/627] lr: 6.000e-03, eta: 7:55:35, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6655, top5_acc: 0.8441, loss_cls: 1.4218, loss: 1.4218, grad_norm: 2.9456 2020-09-12 06:57:14,678 - mmaction - INFO - Epoch [110][460/627] lr: 6.000e-03, eta: 7:55:12, time: 1.102, data_time: 0.004, memory: 8471, top1_acc: 0.6738, top5_acc: 0.8501, loss_cls: 1.3857, loss: 1.3857, grad_norm: 2.9299 2020-09-12 06:57:36,947 - mmaction - INFO - Epoch [110][480/627] lr: 6.000e-03, eta: 7:54:49, time: 1.103, data_time: 0.005, memory: 8471, top1_acc: 0.6573, top5_acc: 0.8413, loss_cls: 1.4466, loss: 1.4466, grad_norm: 2.9749 2020-09-12 06:57:59,197 - mmaction - INFO - Epoch [110][500/627] lr: 6.000e-03, eta: 7:54:27, time: 1.121, data_time: 0.017, memory: 8471, top1_acc: 0.6546, top5_acc: 0.8432, loss_cls: 1.4342, loss: 1.4342, grad_norm: 3.0001 2020-09-12 06:58:21,599 - mmaction - INFO - Epoch [110][520/627] lr: 6.000e-03, eta: 7:54:04, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.6650, top5_acc: 0.8436, loss_cls: 1.4056, loss: 1.4056, grad_norm: 2.9641 2020-09-12 06:58:43,796 - mmaction - INFO - Epoch [110][540/627] lr: 6.000e-03, eta: 7:53:41, time: 1.118, data_time: 0.016, memory: 8471, top1_acc: 0.6652, top5_acc: 0.8435, loss_cls: 1.4276, loss: 1.4276, grad_norm: 2.9805 2020-09-12 06:59:06,035 - mmaction - INFO - Epoch [110][560/627] lr: 6.000e-03, eta: 7:53:19, time: 1.104, data_time: 0.009, memory: 8471, top1_acc: 0.6596, top5_acc: 0.8402, loss_cls: 1.4294, loss: 1.4294, grad_norm: 2.9765 2020-09-12 06:59:28,252 - mmaction - INFO - Epoch [110][580/627] lr: 6.000e-03, eta: 7:52:56, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.6621, top5_acc: 0.8490, loss_cls: 1.3921, loss: 1.3921, grad_norm: 2.9439 2020-09-12 06:59:50,581 - mmaction - INFO - Epoch [110][600/627] lr: 6.000e-03, eta: 7:52:33, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.6596, top5_acc: 0.8424, loss_cls: 1.4311, loss: 1.4311, grad_norm: 2.9743 2020-09-12 07:00:12,811 - mmaction - INFO - Epoch [110][620/627] lr: 6.000e-03, eta: 7:52:11, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.6626, top5_acc: 0.8414, loss_cls: 1.4215, loss: 1.4215, grad_norm: 2.9350 2020-09-12 07:00:21,730 - mmaction - INFO - Saving checkpoint at 110 epochs 2020-09-12 07:01:22,845 - mmaction - INFO - Epoch [111][20/627] lr: 6.000e-03, eta: 7:51:51, time: 2.987, data_time: 1.775, memory: 8471, top1_acc: 0.6608, top5_acc: 0.8448, loss_cls: 1.4286, loss: 1.4286, grad_norm: 2.9414 2020-09-12 07:01:45,052 - mmaction - INFO - Epoch [111][40/627] lr: 6.000e-03, eta: 7:51:28, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6585, top5_acc: 0.8507, loss_cls: 1.4124, loss: 1.4124, grad_norm: 2.9573 2020-09-12 07:02:07,331 - mmaction - INFO - Epoch [111][60/627] lr: 6.000e-03, eta: 7:51:05, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.6645, top5_acc: 0.8440, loss_cls: 1.4235, loss: 1.4235, grad_norm: 2.9652 2020-09-12 07:02:29,570 - mmaction - INFO - Epoch [111][80/627] lr: 6.000e-03, eta: 7:50:42, time: 1.110, data_time: 0.012, memory: 8471, top1_acc: 0.6589, top5_acc: 0.8424, loss_cls: 1.4381, loss: 1.4381, grad_norm: 3.0263 2020-09-12 07:02:51,718 - mmaction - INFO - Epoch [111][100/627] lr: 6.000e-03, eta: 7:50:20, time: 1.116, data_time: 0.015, memory: 8471, top1_acc: 0.6660, top5_acc: 0.8460, loss_cls: 1.4095, loss: 1.4095, grad_norm: 3.0017 2020-09-12 07:03:14,000 - mmaction - INFO - Epoch [111][120/627] lr: 6.000e-03, eta: 7:49:57, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.6641, top5_acc: 0.8505, loss_cls: 1.3935, loss: 1.3935, grad_norm: 2.9837 2020-09-12 07:03:36,236 - mmaction - INFO - Epoch [111][140/627] lr: 6.000e-03, eta: 7:49:34, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.6645, top5_acc: 0.8471, loss_cls: 1.4123, loss: 1.4123, grad_norm: 2.9935 2020-09-12 07:03:58,465 - mmaction - INFO - Epoch [111][160/627] lr: 6.000e-03, eta: 7:49:12, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.6734, top5_acc: 0.8505, loss_cls: 1.3805, loss: 1.3805, grad_norm: 2.9443 2020-09-12 07:04:20,763 - mmaction - INFO - Epoch [111][180/627] lr: 6.000e-03, eta: 7:48:49, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.6676, top5_acc: 0.8529, loss_cls: 1.3898, loss: 1.3898, grad_norm: 2.9880 2020-09-12 07:04:43,022 - mmaction - INFO - Epoch [111][200/627] lr: 6.000e-03, eta: 7:48:26, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6617, top5_acc: 0.8449, loss_cls: 1.4130, loss: 1.4130, grad_norm: 2.9944 2020-09-12 07:05:05,335 - mmaction - INFO - Epoch [111][220/627] lr: 6.000e-03, eta: 7:48:03, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6733, top5_acc: 0.8507, loss_cls: 1.3689, loss: 1.3689, grad_norm: 2.9546 2020-09-12 07:05:27,621 - mmaction - INFO - Epoch [111][240/627] lr: 6.000e-03, eta: 7:47:41, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.6667, top5_acc: 0.8424, loss_cls: 1.4123, loss: 1.4123, grad_norm: 2.9442 2020-09-12 07:05:49,874 - mmaction - INFO - Epoch [111][260/627] lr: 6.000e-03, eta: 7:47:18, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6667, top5_acc: 0.8454, loss_cls: 1.3996, loss: 1.3996, grad_norm: 2.9536 2020-09-12 07:06:12,023 - mmaction - INFO - Epoch [111][280/627] lr: 6.000e-03, eta: 7:46:55, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.4871, loss: 1.4871, grad_norm: 3.0153 2020-09-12 07:06:34,327 - mmaction - INFO - Epoch [111][300/627] lr: 6.000e-03, eta: 7:46:33, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6673, top5_acc: 0.8469, loss_cls: 1.4168, loss: 1.4168, grad_norm: 2.9784 2020-09-12 07:06:56,599 - mmaction - INFO - Epoch [111][320/627] lr: 6.000e-03, eta: 7:46:10, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.6707, top5_acc: 0.8486, loss_cls: 1.4007, loss: 1.4007, grad_norm: 2.9681 2020-09-12 07:07:18,830 - mmaction - INFO - Epoch [111][340/627] lr: 6.000e-03, eta: 7:45:47, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.6695, top5_acc: 0.8456, loss_cls: 1.3983, loss: 1.3983, grad_norm: 2.9505 2020-09-12 07:07:41,075 - mmaction - INFO - Epoch [111][360/627] lr: 6.000e-03, eta: 7:45:24, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6591, top5_acc: 0.8443, loss_cls: 1.4256, loss: 1.4256, grad_norm: 2.9469 2020-09-12 07:08:03,420 - mmaction - INFO - Epoch [111][380/627] lr: 6.000e-03, eta: 7:45:02, time: 1.121, data_time: 0.007, memory: 8471, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.4017, loss: 1.4017, grad_norm: 2.9479 2020-09-12 07:08:25,628 - mmaction - INFO - Epoch [111][400/627] lr: 6.000e-03, eta: 7:44:39, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6628, top5_acc: 0.8492, loss_cls: 1.3937, loss: 1.3937, grad_norm: 2.9815 2020-09-12 07:08:47,869 - mmaction - INFO - Epoch [111][420/627] lr: 6.000e-03, eta: 7:44:16, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.6624, top5_acc: 0.8453, loss_cls: 1.4249, loss: 1.4249, grad_norm: 3.0194 2020-09-12 07:09:10,145 - mmaction - INFO - Epoch [111][440/627] lr: 6.000e-03, eta: 7:43:54, time: 1.106, data_time: 0.009, memory: 8471, top1_acc: 0.6663, top5_acc: 0.8477, loss_cls: 1.4023, loss: 1.4023, grad_norm: 2.9976 2020-09-12 07:09:32,399 - mmaction - INFO - Epoch [111][460/627] lr: 6.000e-03, eta: 7:43:31, time: 1.121, data_time: 0.016, memory: 8471, top1_acc: 0.6677, top5_acc: 0.8504, loss_cls: 1.4074, loss: 1.4074, grad_norm: 2.9739 2020-09-12 07:09:54,703 - mmaction - INFO - Epoch [111][480/627] lr: 6.000e-03, eta: 7:43:08, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.6681, top5_acc: 0.8441, loss_cls: 1.4020, loss: 1.4020, grad_norm: 2.9309 2020-09-12 07:10:16,890 - mmaction - INFO - Epoch [111][500/627] lr: 6.000e-03, eta: 7:42:45, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6621, top5_acc: 0.8448, loss_cls: 1.4176, loss: 1.4176, grad_norm: 2.9818 2020-09-12 07:10:39,188 - mmaction - INFO - Epoch [111][520/627] lr: 6.000e-03, eta: 7:42:23, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.6596, top5_acc: 0.8497, loss_cls: 1.4102, loss: 1.4102, grad_norm: 3.0073 2020-09-12 07:11:01,414 - mmaction - INFO - Epoch [111][540/627] lr: 6.000e-03, eta: 7:42:00, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6727, top5_acc: 0.8460, loss_cls: 1.4110, loss: 1.4110, grad_norm: 2.9902 2020-09-12 07:11:23,634 - mmaction - INFO - Epoch [111][560/627] lr: 6.000e-03, eta: 7:41:37, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.6602, top5_acc: 0.8404, loss_cls: 1.4375, loss: 1.4375, grad_norm: 2.9760 2020-09-12 07:11:45,821 - mmaction - INFO - Epoch [111][580/627] lr: 6.000e-03, eta: 7:41:15, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6609, top5_acc: 0.8417, loss_cls: 1.4213, loss: 1.4213, grad_norm: 2.9991 2020-09-12 07:12:08,070 - mmaction - INFO - Epoch [111][600/627] lr: 6.000e-03, eta: 7:40:52, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6671, top5_acc: 0.8522, loss_cls: 1.4117, loss: 1.4117, grad_norm: 2.9974 2020-09-12 07:12:30,272 - mmaction - INFO - Epoch [111][620/627] lr: 6.000e-03, eta: 7:40:29, time: 1.102, data_time: 0.007, memory: 8471, top1_acc: 0.6612, top5_acc: 0.8479, loss_cls: 1.3998, loss: 1.3998, grad_norm: 2.9705 2020-09-12 07:13:10,592 - mmaction - INFO - Epoch [112][20/627] lr: 6.000e-03, eta: 7:40:00, time: 1.701, data_time: 0.527, memory: 8471, top1_acc: 0.6661, top5_acc: 0.8475, loss_cls: 1.4031, loss: 1.4031, grad_norm: 2.9596 2020-09-12 07:13:32,785 - mmaction - INFO - Epoch [112][40/627] lr: 6.000e-03, eta: 7:39:37, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.6634, top5_acc: 0.8402, loss_cls: 1.4297, loss: 1.4297, grad_norm: 2.9550 2020-09-12 07:13:54,962 - mmaction - INFO - Epoch [112][60/627] lr: 6.000e-03, eta: 7:39:14, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6620, top5_acc: 0.8436, loss_cls: 1.4421, loss: 1.4421, grad_norm: 3.0464 2020-09-12 07:14:17,260 - mmaction - INFO - Epoch [112][80/627] lr: 6.000e-03, eta: 7:38:52, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6682, top5_acc: 0.8441, loss_cls: 1.4186, loss: 1.4186, grad_norm: 2.9717 2020-09-12 07:14:39,543 - mmaction - INFO - Epoch [112][100/627] lr: 6.000e-03, eta: 7:38:29, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6736, top5_acc: 0.8473, loss_cls: 1.3845, loss: 1.3845, grad_norm: 2.9290 2020-09-12 07:15:01,674 - mmaction - INFO - Epoch [112][120/627] lr: 6.000e-03, eta: 7:38:06, time: 1.101, data_time: 0.005, memory: 8471, top1_acc: 0.6622, top5_acc: 0.8435, loss_cls: 1.4188, loss: 1.4188, grad_norm: 2.9885 2020-09-12 07:15:23,982 - mmaction - INFO - Epoch [112][140/627] lr: 6.000e-03, eta: 7:37:44, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3750, loss: 1.3750, grad_norm: 2.9759 2020-09-12 07:15:46,267 - mmaction - INFO - Epoch [112][160/627] lr: 6.000e-03, eta: 7:37:21, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6668, top5_acc: 0.8477, loss_cls: 1.3836, loss: 1.3836, grad_norm: 2.9548 2020-09-12 07:16:08,431 - mmaction - INFO - Epoch [112][180/627] lr: 6.000e-03, eta: 7:36:58, time: 1.104, data_time: 0.008, memory: 8471, top1_acc: 0.6694, top5_acc: 0.8464, loss_cls: 1.4070, loss: 1.4070, grad_norm: 2.9943 2020-09-12 07:16:30,564 - mmaction - INFO - Epoch [112][200/627] lr: 6.000e-03, eta: 7:36:35, time: 1.104, data_time: 0.010, memory: 8471, top1_acc: 0.6607, top5_acc: 0.8445, loss_cls: 1.4137, loss: 1.4137, grad_norm: 2.9976 2020-09-12 07:16:52,667 - mmaction - INFO - Epoch [112][220/627] lr: 6.000e-03, eta: 7:36:13, time: 1.113, data_time: 0.014, memory: 8471, top1_acc: 0.6702, top5_acc: 0.8497, loss_cls: 1.3906, loss: 1.3906, grad_norm: 2.9817 2020-09-12 07:17:14,972 - mmaction - INFO - Epoch [112][240/627] lr: 6.000e-03, eta: 7:35:50, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6694, top5_acc: 0.8482, loss_cls: 1.3864, loss: 1.3864, grad_norm: 2.9815 2020-09-12 07:17:37,209 - mmaction - INFO - Epoch [112][260/627] lr: 6.000e-03, eta: 7:35:27, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6590, top5_acc: 0.8409, loss_cls: 1.4415, loss: 1.4415, grad_norm: 3.0618 2020-09-12 07:17:59,388 - mmaction - INFO - Epoch [112][280/627] lr: 6.000e-03, eta: 7:35:04, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.6706, top5_acc: 0.8483, loss_cls: 1.3897, loss: 1.3897, grad_norm: 2.9592 2020-09-12 07:18:21,663 - mmaction - INFO - Epoch [112][300/627] lr: 6.000e-03, eta: 7:34:42, time: 1.103, data_time: 0.004, memory: 8471, top1_acc: 0.6747, top5_acc: 0.8492, loss_cls: 1.3897, loss: 1.3897, grad_norm: 2.9903 2020-09-12 07:18:43,966 - mmaction - INFO - Epoch [112][320/627] lr: 6.000e-03, eta: 7:34:19, time: 1.123, data_time: 0.016, memory: 8471, top1_acc: 0.6634, top5_acc: 0.8462, loss_cls: 1.4099, loss: 1.4099, grad_norm: 3.0102 2020-09-12 07:19:06,228 - mmaction - INFO - Epoch [112][340/627] lr: 6.000e-03, eta: 7:33:56, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6634, top5_acc: 0.8473, loss_cls: 1.4242, loss: 1.4242, grad_norm: 3.0445 2020-09-12 07:19:28,472 - mmaction - INFO - Epoch [112][360/627] lr: 6.000e-03, eta: 7:33:34, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.6743, top5_acc: 0.8499, loss_cls: 1.3834, loss: 1.3834, grad_norm: 2.9726 2020-09-12 07:19:50,779 - mmaction - INFO - Epoch [112][380/627] lr: 6.000e-03, eta: 7:33:11, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6637, top5_acc: 0.8470, loss_cls: 1.4156, loss: 1.4156, grad_norm: 2.9907 2020-09-12 07:20:13,031 - mmaction - INFO - Epoch [112][400/627] lr: 6.000e-03, eta: 7:32:48, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6721, top5_acc: 0.8570, loss_cls: 1.3729, loss: 1.3729, grad_norm: 2.9633 2020-09-12 07:20:35,251 - mmaction - INFO - Epoch [112][420/627] lr: 6.000e-03, eta: 7:32:25, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.6574, top5_acc: 0.8414, loss_cls: 1.4380, loss: 1.4380, grad_norm: 3.0469 2020-09-12 07:20:57,547 - mmaction - INFO - Epoch [112][440/627] lr: 6.000e-03, eta: 7:32:03, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.6678, top5_acc: 0.8479, loss_cls: 1.3976, loss: 1.3976, grad_norm: 2.9812 2020-09-12 07:21:19,882 - mmaction - INFO - Epoch [112][460/627] lr: 6.000e-03, eta: 7:31:40, time: 1.126, data_time: 0.014, memory: 8471, top1_acc: 0.6611, top5_acc: 0.8430, loss_cls: 1.4278, loss: 1.4278, grad_norm: 3.0706 2020-09-12 07:21:42,067 - mmaction - INFO - Epoch [112][480/627] lr: 6.000e-03, eta: 7:31:17, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.6622, top5_acc: 0.8465, loss_cls: 1.4012, loss: 1.4012, grad_norm: 2.9841 2020-09-12 07:22:04,287 - mmaction - INFO - Epoch [112][500/627] lr: 6.000e-03, eta: 7:30:55, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.6638, top5_acc: 0.8449, loss_cls: 1.4063, loss: 1.4063, grad_norm: 3.0123 2020-09-12 07:22:26,524 - mmaction - INFO - Epoch [112][520/627] lr: 6.000e-03, eta: 7:30:32, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6651, top5_acc: 0.8503, loss_cls: 1.4042, loss: 1.4042, grad_norm: 3.0510 2020-09-12 07:22:48,728 - mmaction - INFO - Epoch [112][540/627] lr: 6.000e-03, eta: 7:30:09, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3716, loss: 1.3716, grad_norm: 2.9519 2020-09-12 07:23:10,958 - mmaction - INFO - Epoch [112][560/627] lr: 6.000e-03, eta: 7:29:46, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.6565, top5_acc: 0.8396, loss_cls: 1.4422, loss: 1.4422, grad_norm: 3.0464 2020-09-12 07:23:33,217 - mmaction - INFO - Epoch [112][580/627] lr: 6.000e-03, eta: 7:29:24, time: 1.123, data_time: 0.016, memory: 8471, top1_acc: 0.6618, top5_acc: 0.8421, loss_cls: 1.4364, loss: 1.4364, grad_norm: 3.0904 2020-09-12 07:23:55,390 - mmaction - INFO - Epoch [112][600/627] lr: 6.000e-03, eta: 7:29:01, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.6651, top5_acc: 0.8458, loss_cls: 1.4133, loss: 1.4133, grad_norm: 3.0266 2020-09-12 07:24:17,632 - mmaction - INFO - Epoch [112][620/627] lr: 6.000e-03, eta: 7:28:38, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6663, top5_acc: 0.8458, loss_cls: 1.4122, loss: 1.4122, grad_norm: 3.0159 2020-09-12 07:24:58,170 - mmaction - INFO - Epoch [113][20/627] lr: 6.000e-03, eta: 7:28:09, time: 1.714, data_time: 0.536, memory: 8471, top1_acc: 0.6617, top5_acc: 0.8457, loss_cls: 1.4067, loss: 1.4067, grad_norm: 3.0087 2020-09-12 07:25:20,358 - mmaction - INFO - Epoch [113][40/627] lr: 6.000e-03, eta: 7:27:46, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.6680, top5_acc: 0.8501, loss_cls: 1.3748, loss: 1.3748, grad_norm: 2.9998 2020-09-12 07:25:42,513 - mmaction - INFO - Epoch [113][60/627] lr: 6.000e-03, eta: 7:27:24, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.6677, top5_acc: 0.8482, loss_cls: 1.3884, loss: 1.3884, grad_norm: 3.0657 2020-09-12 07:26:04,791 - mmaction - INFO - Epoch [113][80/627] lr: 6.000e-03, eta: 7:27:01, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.6617, top5_acc: 0.8460, loss_cls: 1.4129, loss: 1.4129, grad_norm: 3.0067 2020-09-12 07:26:26,955 - mmaction - INFO - Epoch [113][100/627] lr: 6.000e-03, eta: 7:26:38, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.6717, top5_acc: 0.8522, loss_cls: 1.3778, loss: 1.3778, grad_norm: 2.9720 2020-09-12 07:26:49,233 - mmaction - INFO - Epoch [113][120/627] lr: 6.000e-03, eta: 7:26:16, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6645, top5_acc: 0.8447, loss_cls: 1.4169, loss: 1.4169, grad_norm: 3.0147 2020-09-12 07:27:11,474 - mmaction - INFO - Epoch [113][140/627] lr: 6.000e-03, eta: 7:25:53, time: 1.101, data_time: 0.004, memory: 8471, top1_acc: 0.6697, top5_acc: 0.8516, loss_cls: 1.3947, loss: 1.3947, grad_norm: 3.0463 2020-09-12 07:27:33,827 - mmaction - INFO - Epoch [113][160/627] lr: 6.000e-03, eta: 7:25:30, time: 1.127, data_time: 0.016, memory: 8471, top1_acc: 0.6687, top5_acc: 0.8473, loss_cls: 1.3953, loss: 1.3953, grad_norm: 3.0026 2020-09-12 07:27:56,068 - mmaction - INFO - Epoch [113][180/627] lr: 6.000e-03, eta: 7:25:07, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6721, top5_acc: 0.8436, loss_cls: 1.3940, loss: 1.3940, grad_norm: 3.0286 2020-09-12 07:28:18,461 - mmaction - INFO - Epoch [113][200/627] lr: 6.000e-03, eta: 7:24:45, time: 1.120, data_time: 0.003, memory: 8471, top1_acc: 0.6641, top5_acc: 0.8454, loss_cls: 1.4030, loss: 1.4030, grad_norm: 2.9684 2020-09-12 07:28:40,788 - mmaction - INFO - Epoch [113][220/627] lr: 6.000e-03, eta: 7:24:22, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.6734, top5_acc: 0.8490, loss_cls: 1.4085, loss: 1.4085, grad_norm: 2.9956 2020-09-12 07:29:03,124 - mmaction - INFO - Epoch [113][240/627] lr: 6.000e-03, eta: 7:23:59, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.6643, top5_acc: 0.8466, loss_cls: 1.4063, loss: 1.4063, grad_norm: 3.0268 2020-09-12 07:29:25,286 - mmaction - INFO - Epoch [113][260/627] lr: 6.000e-03, eta: 7:23:37, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6695, top5_acc: 0.8512, loss_cls: 1.3826, loss: 1.3826, grad_norm: 3.0402 2020-09-12 07:29:47,531 - mmaction - INFO - Epoch [113][280/627] lr: 6.000e-03, eta: 7:23:14, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.6616, top5_acc: 0.8436, loss_cls: 1.4248, loss: 1.4248, grad_norm: 3.0945 2020-09-12 07:30:09,733 - mmaction - INFO - Epoch [113][300/627] lr: 6.000e-03, eta: 7:22:51, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.6665, top5_acc: 0.8474, loss_cls: 1.4133, loss: 1.4133, grad_norm: 3.0383 2020-09-12 07:30:32,075 - mmaction - INFO - Epoch [113][320/627] lr: 6.000e-03, eta: 7:22:29, time: 1.106, data_time: 0.003, memory: 8471, top1_acc: 0.6706, top5_acc: 0.8408, loss_cls: 1.3983, loss: 1.3983, grad_norm: 3.0369 2020-09-12 07:30:54,325 - mmaction - INFO - Epoch [113][340/627] lr: 6.000e-03, eta: 7:22:06, time: 1.121, data_time: 0.018, memory: 8471, top1_acc: 0.6613, top5_acc: 0.8435, loss_cls: 1.4306, loss: 1.4306, grad_norm: 3.1033 2020-09-12 07:31:16,636 - mmaction - INFO - Epoch [113][360/627] lr: 6.000e-03, eta: 7:21:43, time: 1.107, data_time: 0.010, memory: 8471, top1_acc: 0.6729, top5_acc: 0.8508, loss_cls: 1.3874, loss: 1.3874, grad_norm: 3.0529 2020-09-12 07:31:38,947 - mmaction - INFO - Epoch [113][380/627] lr: 6.000e-03, eta: 7:21:21, time: 1.124, data_time: 0.017, memory: 8471, top1_acc: 0.6764, top5_acc: 0.8549, loss_cls: 1.3697, loss: 1.3697, grad_norm: 3.0378 2020-09-12 07:32:01,137 - mmaction - INFO - Epoch [113][400/627] lr: 6.000e-03, eta: 7:20:58, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6693, top5_acc: 0.8490, loss_cls: 1.3856, loss: 1.3856, grad_norm: 3.0655 2020-09-12 07:32:23,339 - mmaction - INFO - Epoch [113][420/627] lr: 6.000e-03, eta: 7:20:35, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.6582, top5_acc: 0.8413, loss_cls: 1.4323, loss: 1.4323, grad_norm: 3.0811 2020-09-12 07:32:45,594 - mmaction - INFO - Epoch [113][440/627] lr: 6.000e-03, eta: 7:20:12, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.6702, top5_acc: 0.8497, loss_cls: 1.3770, loss: 1.3770, grad_norm: 3.0450 2020-09-12 07:33:07,836 - mmaction - INFO - Epoch [113][460/627] lr: 6.000e-03, eta: 7:19:50, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.6707, top5_acc: 0.8535, loss_cls: 1.3895, loss: 1.3895, grad_norm: 3.0436 2020-09-12 07:33:30,026 - mmaction - INFO - Epoch [113][480/627] lr: 6.000e-03, eta: 7:19:27, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.6611, top5_acc: 0.8432, loss_cls: 1.4407, loss: 1.4407, grad_norm: 3.0579 2020-09-12 07:33:52,326 - mmaction - INFO - Epoch [113][500/627] lr: 6.000e-03, eta: 7:19:04, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.6686, top5_acc: 0.8477, loss_cls: 1.3866, loss: 1.3866, grad_norm: 3.0109 2020-09-12 07:34:14,487 - mmaction - INFO - Epoch [113][520/627] lr: 6.000e-03, eta: 7:18:42, time: 1.114, data_time: 0.015, memory: 8471, top1_acc: 0.6682, top5_acc: 0.8467, loss_cls: 1.4073, loss: 1.4073, grad_norm: 3.0533 2020-09-12 07:34:36,682 - mmaction - INFO - Epoch [113][540/627] lr: 6.000e-03, eta: 7:18:19, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.6592, top5_acc: 0.8456, loss_cls: 1.4265, loss: 1.4265, grad_norm: 3.0617 2020-09-12 07:34:58,911 - mmaction - INFO - Epoch [113][560/627] lr: 6.000e-03, eta: 7:17:56, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.6693, top5_acc: 0.8508, loss_cls: 1.3846, loss: 1.3846, grad_norm: 3.0149 2020-09-12 07:35:21,134 - mmaction - INFO - Epoch [113][580/627] lr: 6.000e-03, eta: 7:17:33, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6568, top5_acc: 0.8493, loss_cls: 1.4003, loss: 1.4003, grad_norm: 3.0183 2020-09-12 07:35:43,379 - mmaction - INFO - Epoch [113][600/627] lr: 6.000e-03, eta: 7:17:11, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6751, top5_acc: 0.8488, loss_cls: 1.3745, loss: 1.3745, grad_norm: 3.0297 2020-09-12 07:36:05,786 - mmaction - INFO - Epoch [113][620/627] lr: 6.000e-03, eta: 7:16:48, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.6576, top5_acc: 0.8471, loss_cls: 1.4159, loss: 1.4159, grad_norm: 3.0928 2020-09-12 07:36:46,140 - mmaction - INFO - Epoch [114][20/627] lr: 6.000e-03, eta: 7:16:19, time: 1.699, data_time: 0.466, memory: 8471, top1_acc: 0.6706, top5_acc: 0.8535, loss_cls: 1.3744, loss: 1.3744, grad_norm: 2.9949 2020-09-12 07:37:08,402 - mmaction - INFO - Epoch [114][40/627] lr: 6.000e-03, eta: 7:15:56, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6717, top5_acc: 0.8504, loss_cls: 1.3739, loss: 1.3739, grad_norm: 3.0302 2020-09-12 07:37:30,608 - mmaction - INFO - Epoch [114][60/627] lr: 6.000e-03, eta: 7:15:33, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6738, top5_acc: 0.8503, loss_cls: 1.3764, loss: 1.3764, grad_norm: 3.0440 2020-09-12 07:37:52,854 - mmaction - INFO - Epoch [114][80/627] lr: 6.000e-03, eta: 7:15:11, time: 1.108, data_time: 0.011, memory: 8471, top1_acc: 0.6801, top5_acc: 0.8526, loss_cls: 1.3595, loss: 1.3595, grad_norm: 3.0273 2020-09-12 07:38:15,145 - mmaction - INFO - Epoch [114][100/627] lr: 6.000e-03, eta: 7:14:48, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.6707, top5_acc: 0.8452, loss_cls: 1.3904, loss: 1.3904, grad_norm: 3.0351 2020-09-12 07:38:37,392 - mmaction - INFO - Epoch [114][120/627] lr: 6.000e-03, eta: 7:14:25, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6664, top5_acc: 0.8444, loss_cls: 1.3934, loss: 1.3934, grad_norm: 3.0273 2020-09-12 07:38:59,676 - mmaction - INFO - Epoch [114][140/627] lr: 6.000e-03, eta: 7:14:03, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6747, top5_acc: 0.8518, loss_cls: 1.3742, loss: 1.3742, grad_norm: 3.0471 2020-09-12 07:39:21,937 - mmaction - INFO - Epoch [114][160/627] lr: 6.000e-03, eta: 7:13:40, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6641, top5_acc: 0.8479, loss_cls: 1.4203, loss: 1.4203, grad_norm: 3.0819 2020-09-12 07:39:44,168 - mmaction - INFO - Epoch [114][180/627] lr: 6.000e-03, eta: 7:13:17, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.6723, top5_acc: 0.8546, loss_cls: 1.3742, loss: 1.3742, grad_norm: 3.0177 2020-09-12 07:40:06,413 - mmaction - INFO - Epoch [114][200/627] lr: 6.000e-03, eta: 7:12:54, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.6768, top5_acc: 0.8548, loss_cls: 1.3587, loss: 1.3587, grad_norm: 3.0069 2020-09-12 07:40:28,811 - mmaction - INFO - Epoch [114][220/627] lr: 6.000e-03, eta: 7:12:32, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.6703, top5_acc: 0.8518, loss_cls: 1.3749, loss: 1.3749, grad_norm: 3.0499 2020-09-12 07:40:51,152 - mmaction - INFO - Epoch [114][240/627] lr: 6.000e-03, eta: 7:12:09, time: 1.124, data_time: 0.015, memory: 8471, top1_acc: 0.6699, top5_acc: 0.8469, loss_cls: 1.3915, loss: 1.3915, grad_norm: 3.0720 2020-09-12 07:41:13,356 - mmaction - INFO - Epoch [114][260/627] lr: 6.000e-03, eta: 7:11:46, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.6663, top5_acc: 0.8441, loss_cls: 1.4087, loss: 1.4087, grad_norm: 3.0273 2020-09-12 07:41:35,615 - mmaction - INFO - Epoch [114][280/627] lr: 6.000e-03, eta: 7:11:24, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6730, top5_acc: 0.8458, loss_cls: 1.3969, loss: 1.3969, grad_norm: 3.0299 2020-09-12 07:41:57,804 - mmaction - INFO - Epoch [114][300/627] lr: 6.000e-03, eta: 7:11:01, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.6577, top5_acc: 0.8383, loss_cls: 1.4398, loss: 1.4398, grad_norm: 3.1039 2020-09-12 07:42:20,055 - mmaction - INFO - Epoch [114][320/627] lr: 6.000e-03, eta: 7:10:38, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.6628, top5_acc: 0.8439, loss_cls: 1.4297, loss: 1.4297, grad_norm: 3.0885 2020-09-12 07:42:42,387 - mmaction - INFO - Epoch [114][340/627] lr: 6.000e-03, eta: 7:10:16, time: 1.114, data_time: 0.003, memory: 8471, top1_acc: 0.6633, top5_acc: 0.8401, loss_cls: 1.4212, loss: 1.4212, grad_norm: 3.0930 2020-09-12 07:43:04,612 - mmaction - INFO - Epoch [114][360/627] lr: 6.000e-03, eta: 7:09:53, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6673, top5_acc: 0.8518, loss_cls: 1.3966, loss: 1.3966, grad_norm: 3.1219 2020-09-12 07:43:26,871 - mmaction - INFO - Epoch [114][380/627] lr: 6.000e-03, eta: 7:09:30, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6678, top5_acc: 0.8449, loss_cls: 1.4055, loss: 1.4055, grad_norm: 3.0724 2020-09-12 07:43:49,155 - mmaction - INFO - Epoch [114][400/627] lr: 6.000e-03, eta: 7:09:08, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6569, top5_acc: 0.8382, loss_cls: 1.4390, loss: 1.4390, grad_norm: 3.1086 2020-09-12 07:44:11,404 - mmaction - INFO - Epoch [114][420/627] lr: 6.000e-03, eta: 7:08:45, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.6733, top5_acc: 0.8555, loss_cls: 1.3661, loss: 1.3661, grad_norm: 3.0591 2020-09-12 07:44:33,753 - mmaction - INFO - Epoch [114][440/627] lr: 6.000e-03, eta: 7:08:22, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6628, top5_acc: 0.8436, loss_cls: 1.4287, loss: 1.4287, grad_norm: 3.0791 2020-09-12 07:44:55,934 - mmaction - INFO - Epoch [114][460/627] lr: 6.000e-03, eta: 7:08:00, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.6727, top5_acc: 0.8497, loss_cls: 1.3840, loss: 1.3840, grad_norm: 3.0581 2020-09-12 07:45:18,200 - mmaction - INFO - Epoch [114][480/627] lr: 6.000e-03, eta: 7:07:37, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.6641, top5_acc: 0.8427, loss_cls: 1.4332, loss: 1.4332, grad_norm: 3.0944 2020-09-12 07:45:40,387 - mmaction - INFO - Epoch [114][500/627] lr: 6.000e-03, eta: 7:07:14, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.6697, top5_acc: 0.8525, loss_cls: 1.3879, loss: 1.3879, grad_norm: 3.0679 2020-09-12 07:46:02,676 - mmaction - INFO - Epoch [114][520/627] lr: 6.000e-03, eta: 7:06:51, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6682, top5_acc: 0.8469, loss_cls: 1.4188, loss: 1.4188, grad_norm: 3.0683 2020-09-12 07:46:25,071 - mmaction - INFO - Epoch [114][540/627] lr: 6.000e-03, eta: 7:06:29, time: 1.121, data_time: 0.008, memory: 8471, top1_acc: 0.6643, top5_acc: 0.8465, loss_cls: 1.4159, loss: 1.4159, grad_norm: 3.1039 2020-09-12 07:46:47,345 - mmaction - INFO - Epoch [114][560/627] lr: 6.000e-03, eta: 7:06:06, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6581, top5_acc: 0.8491, loss_cls: 1.4215, loss: 1.4215, grad_norm: 3.1488 2020-09-12 07:47:09,621 - mmaction - INFO - Epoch [114][580/627] lr: 6.000e-03, eta: 7:05:43, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.6660, top5_acc: 0.8466, loss_cls: 1.4028, loss: 1.4028, grad_norm: 3.0628 2020-09-12 07:47:31,893 - mmaction - INFO - Epoch [114][600/627] lr: 6.000e-03, eta: 7:05:21, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6691, top5_acc: 0.8518, loss_cls: 1.3760, loss: 1.3760, grad_norm: 3.0602 2020-09-12 07:47:54,171 - mmaction - INFO - Epoch [114][620/627] lr: 6.000e-03, eta: 7:04:58, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6767, top5_acc: 0.8523, loss_cls: 1.3684, loss: 1.3684, grad_norm: 3.0756 2020-09-12 07:48:34,382 - mmaction - INFO - Epoch [115][20/627] lr: 6.000e-03, eta: 7:04:29, time: 1.694, data_time: 0.470, memory: 8471, top1_acc: 0.6676, top5_acc: 0.8525, loss_cls: 1.3789, loss: 1.3789, grad_norm: 3.0666 2020-09-12 07:48:56,513 - mmaction - INFO - Epoch [115][40/627] lr: 6.000e-03, eta: 7:04:06, time: 1.100, data_time: 0.009, memory: 8471, top1_acc: 0.6671, top5_acc: 0.8501, loss_cls: 1.3873, loss: 1.3873, grad_norm: 3.0243 2020-09-12 07:49:18,742 - mmaction - INFO - Epoch [115][60/627] lr: 6.000e-03, eta: 7:03:43, time: 1.109, data_time: 0.012, memory: 8471, top1_acc: 0.6824, top5_acc: 0.8624, loss_cls: 1.3169, loss: 1.3169, grad_norm: 2.9951 2020-09-12 07:49:41,036 - mmaction - INFO - Epoch [115][80/627] lr: 6.000e-03, eta: 7:03:21, time: 1.123, data_time: 0.015, memory: 8471, top1_acc: 0.6730, top5_acc: 0.8504, loss_cls: 1.3816, loss: 1.3816, grad_norm: 3.0651 2020-09-12 07:50:03,228 - mmaction - INFO - Epoch [115][100/627] lr: 6.000e-03, eta: 7:02:58, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.6750, top5_acc: 0.8483, loss_cls: 1.3805, loss: 1.3805, grad_norm: 3.0835 2020-09-12 07:50:25,566 - mmaction - INFO - Epoch [115][120/627] lr: 6.000e-03, eta: 7:02:35, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6693, top5_acc: 0.8483, loss_cls: 1.3791, loss: 1.3791, grad_norm: 3.0948 2020-09-12 07:50:47,811 - mmaction - INFO - Epoch [115][140/627] lr: 6.000e-03, eta: 7:02:12, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.6695, top5_acc: 0.8467, loss_cls: 1.4070, loss: 1.4070, grad_norm: 3.0939 2020-09-12 07:51:10,094 - mmaction - INFO - Epoch [115][160/627] lr: 6.000e-03, eta: 7:01:50, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6829, top5_acc: 0.8539, loss_cls: 1.3508, loss: 1.3508, grad_norm: 3.0298 2020-09-12 07:51:32,248 - mmaction - INFO - Epoch [115][180/627] lr: 6.000e-03, eta: 7:01:27, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.6734, top5_acc: 0.8441, loss_cls: 1.3802, loss: 1.3802, grad_norm: 3.0799 2020-09-12 07:51:54,638 - mmaction - INFO - Epoch [115][200/627] lr: 6.000e-03, eta: 7:01:04, time: 1.118, data_time: 0.004, memory: 8471, top1_acc: 0.6673, top5_acc: 0.8512, loss_cls: 1.3741, loss: 1.3741, grad_norm: 3.0492 2020-09-12 07:52:16,907 - mmaction - INFO - Epoch [115][220/627] lr: 6.000e-03, eta: 7:00:42, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6681, top5_acc: 0.8482, loss_cls: 1.4017, loss: 1.4017, grad_norm: 3.1290 2020-09-12 07:52:39,158 - mmaction - INFO - Epoch [115][240/627] lr: 6.000e-03, eta: 7:00:19, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6680, top5_acc: 0.8490, loss_cls: 1.3996, loss: 1.3996, grad_norm: 3.1007 2020-09-12 07:53:01,365 - mmaction - INFO - Epoch [115][260/627] lr: 6.000e-03, eta: 6:59:56, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6579, top5_acc: 0.8439, loss_cls: 1.4242, loss: 1.4242, grad_norm: 3.1275 2020-09-12 07:53:23,569 - mmaction - INFO - Epoch [115][280/627] lr: 6.000e-03, eta: 6:59:34, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.6667, top5_acc: 0.8419, loss_cls: 1.4096, loss: 1.4096, grad_norm: 3.1271 2020-09-12 07:53:45,844 - mmaction - INFO - Epoch [115][300/627] lr: 6.000e-03, eta: 6:59:11, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.6681, top5_acc: 0.8466, loss_cls: 1.3942, loss: 1.3942, grad_norm: 3.0840 2020-09-12 07:54:08,210 - mmaction - INFO - Epoch [115][320/627] lr: 6.000e-03, eta: 6:58:48, time: 1.121, data_time: 0.007, memory: 8471, top1_acc: 0.6697, top5_acc: 0.8555, loss_cls: 1.3819, loss: 1.3819, grad_norm: 3.0980 2020-09-12 07:54:30,436 - mmaction - INFO - Epoch [115][340/627] lr: 6.000e-03, eta: 6:58:26, time: 1.102, data_time: 0.010, memory: 8471, top1_acc: 0.6641, top5_acc: 0.8505, loss_cls: 1.3847, loss: 1.3847, grad_norm: 3.1011 2020-09-12 07:54:52,742 - mmaction - INFO - Epoch [115][360/627] lr: 6.000e-03, eta: 6:58:03, time: 1.115, data_time: 0.017, memory: 8471, top1_acc: 0.6693, top5_acc: 0.8482, loss_cls: 1.3865, loss: 1.3865, grad_norm: 3.0583 2020-09-12 07:55:15,051 - mmaction - INFO - Epoch [115][380/627] lr: 6.000e-03, eta: 6:57:40, time: 1.122, data_time: 0.015, memory: 8471, top1_acc: 0.6687, top5_acc: 0.8452, loss_cls: 1.4059, loss: 1.4059, grad_norm: 3.1489 2020-09-12 07:55:37,243 - mmaction - INFO - Epoch [115][400/627] lr: 6.000e-03, eta: 6:57:18, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6639, top5_acc: 0.8428, loss_cls: 1.4100, loss: 1.4100, grad_norm: 3.0939 2020-09-12 07:55:59,375 - mmaction - INFO - Epoch [115][420/627] lr: 6.000e-03, eta: 6:56:55, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.6724, top5_acc: 0.8474, loss_cls: 1.3930, loss: 1.3930, grad_norm: 3.0546 2020-09-12 07:56:21,657 - mmaction - INFO - Epoch [115][440/627] lr: 6.000e-03, eta: 6:56:32, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.6728, top5_acc: 0.8447, loss_cls: 1.3870, loss: 1.3870, grad_norm: 3.0486 2020-09-12 07:56:43,845 - mmaction - INFO - Epoch [115][460/627] lr: 6.000e-03, eta: 6:56:09, time: 1.109, data_time: 0.003, memory: 8471, top1_acc: 0.6607, top5_acc: 0.8491, loss_cls: 1.4027, loss: 1.4027, grad_norm: 3.0898 2020-09-12 07:57:05,999 - mmaction - INFO - Epoch [115][480/627] lr: 6.000e-03, eta: 6:55:47, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.6857, top5_acc: 0.8548, loss_cls: 1.3351, loss: 1.3351, grad_norm: 3.0148 2020-09-12 07:57:28,331 - mmaction - INFO - Epoch [115][500/627] lr: 6.000e-03, eta: 6:55:24, time: 1.118, data_time: 0.005, memory: 8471, top1_acc: 0.6642, top5_acc: 0.8447, loss_cls: 1.4115, loss: 1.4115, grad_norm: 3.1390 2020-09-12 07:57:50,586 - mmaction - INFO - Epoch [115][520/627] lr: 6.000e-03, eta: 6:55:01, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6612, top5_acc: 0.8427, loss_cls: 1.4071, loss: 1.4071, grad_norm: 3.1292 2020-09-12 07:58:12,829 - mmaction - INFO - Epoch [115][540/627] lr: 6.000e-03, eta: 6:54:39, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.6764, top5_acc: 0.8525, loss_cls: 1.3665, loss: 1.3665, grad_norm: 3.1064 2020-09-12 07:58:35,104 - mmaction - INFO - Epoch [115][560/627] lr: 6.000e-03, eta: 6:54:16, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.6725, top5_acc: 0.8513, loss_cls: 1.3832, loss: 1.3832, grad_norm: 3.1045 2020-09-12 07:58:57,346 - mmaction - INFO - Epoch [115][580/627] lr: 6.000e-03, eta: 6:53:53, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.6704, top5_acc: 0.8417, loss_cls: 1.3942, loss: 1.3942, grad_norm: 3.0717 2020-09-12 07:59:19,528 - mmaction - INFO - Epoch [115][600/627] lr: 6.000e-03, eta: 6:53:31, time: 1.114, data_time: 0.015, memory: 8471, top1_acc: 0.6635, top5_acc: 0.8483, loss_cls: 1.4123, loss: 1.4123, grad_norm: 3.1084 2020-09-12 07:59:41,742 - mmaction - INFO - Epoch [115][620/627] lr: 6.000e-03, eta: 6:53:08, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.6659, top5_acc: 0.8503, loss_cls: 1.4217, loss: 1.4217, grad_norm: 3.1388 2020-09-12 07:59:48,014 - mmaction - INFO - Saving checkpoint at 115 epochs 2020-09-12 08:00:21,956 - mmaction - INFO - Epoch [116][20/627] lr: 6.000e-03, eta: 6:52:38, time: 1.660, data_time: 0.472, memory: 8471, top1_acc: 0.6764, top5_acc: 0.8542, loss_cls: 1.3738, loss: 1.3738, grad_norm: 3.0529 2020-09-12 08:00:44,214 - mmaction - INFO - Epoch [116][40/627] lr: 6.000e-03, eta: 6:52:16, time: 1.112, data_time: 0.003, memory: 8471, top1_acc: 0.6835, top5_acc: 0.8585, loss_cls: 1.3333, loss: 1.3333, grad_norm: 3.0738 2020-09-12 08:01:06,428 - mmaction - INFO - Epoch [116][60/627] lr: 6.000e-03, eta: 6:51:53, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6723, top5_acc: 0.8466, loss_cls: 1.3796, loss: 1.3796, grad_norm: 3.0864 2020-09-12 08:01:28,682 - mmaction - INFO - Epoch [116][80/627] lr: 6.000e-03, eta: 6:51:30, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6745, top5_acc: 0.8547, loss_cls: 1.3538, loss: 1.3538, grad_norm: 3.0925 2020-09-12 08:01:50,997 - mmaction - INFO - Epoch [116][100/627] lr: 6.000e-03, eta: 6:51:07, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6727, top5_acc: 0.8505, loss_cls: 1.3686, loss: 1.3686, grad_norm: 3.0595 2020-09-12 08:02:13,260 - mmaction - INFO - Epoch [116][120/627] lr: 6.000e-03, eta: 6:50:45, time: 1.123, data_time: 0.015, memory: 8471, top1_acc: 0.6764, top5_acc: 0.8501, loss_cls: 1.3756, loss: 1.3756, grad_norm: 3.0681 2020-09-12 08:02:35,537 - mmaction - INFO - Epoch [116][140/627] lr: 6.000e-03, eta: 6:50:22, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4047, loss: 1.4047, grad_norm: 3.1191 2020-09-12 08:02:57,908 - mmaction - INFO - Epoch [116][160/627] lr: 6.000e-03, eta: 6:49:59, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6724, top5_acc: 0.8509, loss_cls: 1.3770, loss: 1.3770, grad_norm: 3.0644 2020-09-12 08:03:20,137 - mmaction - INFO - Epoch [116][180/627] lr: 6.000e-03, eta: 6:49:37, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.6690, top5_acc: 0.8464, loss_cls: 1.3829, loss: 1.3829, grad_norm: 3.1360 2020-09-12 08:03:42,408 - mmaction - INFO - Epoch [116][200/627] lr: 6.000e-03, eta: 6:49:14, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.6686, top5_acc: 0.8527, loss_cls: 1.3795, loss: 1.3795, grad_norm: 3.1470 2020-09-12 08:04:04,584 - mmaction - INFO - Epoch [116][220/627] lr: 6.000e-03, eta: 6:48:51, time: 1.100, data_time: 0.008, memory: 8471, top1_acc: 0.6753, top5_acc: 0.8508, loss_cls: 1.3770, loss: 1.3770, grad_norm: 3.1150 2020-09-12 08:04:26,721 - mmaction - INFO - Epoch [116][240/627] lr: 6.000e-03, eta: 6:48:29, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.6686, top5_acc: 0.8451, loss_cls: 1.3994, loss: 1.3994, grad_norm: 3.1373 2020-09-12 08:04:48,995 - mmaction - INFO - Epoch [116][260/627] lr: 6.000e-03, eta: 6:48:06, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.6697, top5_acc: 0.8507, loss_cls: 1.3914, loss: 1.3914, grad_norm: 3.1143 2020-09-12 08:05:11,118 - mmaction - INFO - Epoch [116][280/627] lr: 6.000e-03, eta: 6:47:43, time: 1.107, data_time: 0.012, memory: 8471, top1_acc: 0.6685, top5_acc: 0.8508, loss_cls: 1.3891, loss: 1.3891, grad_norm: 3.1030 2020-09-12 08:05:33,293 - mmaction - INFO - Epoch [116][300/627] lr: 6.000e-03, eta: 6:47:21, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.6685, top5_acc: 0.8454, loss_cls: 1.4106, loss: 1.4106, grad_norm: 3.1444 2020-09-12 08:05:55,642 - mmaction - INFO - Epoch [116][320/627] lr: 6.000e-03, eta: 6:46:58, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6702, top5_acc: 0.8539, loss_cls: 1.3795, loss: 1.3795, grad_norm: 3.0779 2020-09-12 08:06:17,883 - mmaction - INFO - Epoch [116][340/627] lr: 6.000e-03, eta: 6:46:35, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6595, top5_acc: 0.8451, loss_cls: 1.3953, loss: 1.3953, grad_norm: 3.1784 2020-09-12 08:06:40,129 - mmaction - INFO - Epoch [116][360/627] lr: 6.000e-03, eta: 6:46:12, time: 1.103, data_time: 0.004, memory: 8471, top1_acc: 0.6665, top5_acc: 0.8389, loss_cls: 1.4217, loss: 1.4217, grad_norm: 3.1086 2020-09-12 08:07:02,331 - mmaction - INFO - Epoch [116][380/627] lr: 6.000e-03, eta: 6:45:50, time: 1.119, data_time: 0.019, memory: 8471, top1_acc: 0.6647, top5_acc: 0.8503, loss_cls: 1.3965, loss: 1.3965, grad_norm: 3.1576 2020-09-12 08:07:24,570 - mmaction - INFO - Epoch [116][400/627] lr: 6.000e-03, eta: 6:45:27, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6694, top5_acc: 0.8411, loss_cls: 1.4191, loss: 1.4191, grad_norm: 3.1001 2020-09-12 08:07:46,775 - mmaction - INFO - Epoch [116][420/627] lr: 6.000e-03, eta: 6:45:04, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6635, top5_acc: 0.8491, loss_cls: 1.4024, loss: 1.4024, grad_norm: 3.1404 2020-09-12 08:08:09,027 - mmaction - INFO - Epoch [116][440/627] lr: 6.000e-03, eta: 6:44:42, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.6723, top5_acc: 0.8525, loss_cls: 1.3675, loss: 1.3675, grad_norm: 3.1310 2020-09-12 08:08:31,331 - mmaction - INFO - Epoch [116][460/627] lr: 6.000e-03, eta: 6:44:19, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.6704, top5_acc: 0.8503, loss_cls: 1.3905, loss: 1.3905, grad_norm: 3.1423 2020-09-12 08:08:53,600 - mmaction - INFO - Epoch [116][480/627] lr: 6.000e-03, eta: 6:43:56, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.6635, top5_acc: 0.8422, loss_cls: 1.4291, loss: 1.4291, grad_norm: 3.1745 2020-09-12 08:09:15,876 - mmaction - INFO - Epoch [116][500/627] lr: 6.000e-03, eta: 6:43:34, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.6642, top5_acc: 0.8435, loss_cls: 1.4107, loss: 1.4107, grad_norm: 3.1494 2020-09-12 08:09:38,119 - mmaction - INFO - Epoch [116][520/627] lr: 6.000e-03, eta: 6:43:11, time: 1.115, data_time: 0.016, memory: 8471, top1_acc: 0.6691, top5_acc: 0.8484, loss_cls: 1.3882, loss: 1.3882, grad_norm: 3.0979 2020-09-12 08:10:00,431 - mmaction - INFO - Epoch [116][540/627] lr: 6.000e-03, eta: 6:42:48, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.6595, top5_acc: 0.8499, loss_cls: 1.4127, loss: 1.4127, grad_norm: 3.1733 2020-09-12 08:10:22,672 - mmaction - INFO - Epoch [116][560/627] lr: 6.000e-03, eta: 6:42:26, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6725, top5_acc: 0.8479, loss_cls: 1.3828, loss: 1.3828, grad_norm: 3.0559 2020-09-12 08:10:44,967 - mmaction - INFO - Epoch [116][580/627] lr: 6.000e-03, eta: 6:42:03, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6792, top5_acc: 0.8479, loss_cls: 1.3683, loss: 1.3683, grad_norm: 3.0362 2020-09-12 08:11:07,247 - mmaction - INFO - Epoch [116][600/627] lr: 6.000e-03, eta: 6:41:40, time: 1.113, data_time: 0.003, memory: 8471, top1_acc: 0.6703, top5_acc: 0.8475, loss_cls: 1.4021, loss: 1.4021, grad_norm: 3.1040 2020-09-12 08:11:29,508 - mmaction - INFO - Epoch [116][620/627] lr: 6.000e-03, eta: 6:41:18, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6635, top5_acc: 0.8507, loss_cls: 1.3894, loss: 1.3894, grad_norm: 3.1610 2020-09-12 08:12:31,086 - mmaction - INFO - Epoch [117][20/627] lr: 6.000e-03, eta: 6:40:53, time: 2.561, data_time: 1.384, memory: 8471, top1_acc: 0.6751, top5_acc: 0.8549, loss_cls: 1.3501, loss: 1.3501, grad_norm: 3.0712 2020-09-12 08:12:53,219 - mmaction - INFO - Epoch [117][40/627] lr: 6.000e-03, eta: 6:40:31, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.3542, loss: 1.3542, grad_norm: 3.0533 2020-09-12 08:13:15,333 - mmaction - INFO - Epoch [117][60/627] lr: 6.000e-03, eta: 6:40:08, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.6826, top5_acc: 0.8553, loss_cls: 1.3463, loss: 1.3463, grad_norm: 3.0703 2020-09-12 08:13:37,610 - mmaction - INFO - Epoch [117][80/627] lr: 6.000e-03, eta: 6:39:45, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6814, top5_acc: 0.8589, loss_cls: 1.3372, loss: 1.3372, grad_norm: 3.0705 2020-09-12 08:13:59,769 - mmaction - INFO - Epoch [117][100/627] lr: 6.000e-03, eta: 6:39:22, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.6734, top5_acc: 0.8483, loss_cls: 1.3865, loss: 1.3865, grad_norm: 3.1377 2020-09-12 08:14:21,986 - mmaction - INFO - Epoch [117][120/627] lr: 6.000e-03, eta: 6:39:00, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3924, loss: 1.3924, grad_norm: 3.1277 2020-09-12 08:14:44,381 - mmaction - INFO - Epoch [117][140/627] lr: 6.000e-03, eta: 6:38:37, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.6771, top5_acc: 0.8514, loss_cls: 1.3721, loss: 1.3721, grad_norm: 3.0976 2020-09-12 08:15:06,687 - mmaction - INFO - Epoch [117][160/627] lr: 6.000e-03, eta: 6:38:14, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.6738, top5_acc: 0.8480, loss_cls: 1.3698, loss: 1.3698, grad_norm: 3.0955 2020-09-12 08:15:28,939 - mmaction - INFO - Epoch [117][180/627] lr: 6.000e-03, eta: 6:37:52, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6845, top5_acc: 0.8589, loss_cls: 1.3326, loss: 1.3326, grad_norm: 3.1032 2020-09-12 08:15:51,177 - mmaction - INFO - Epoch [117][200/627] lr: 6.000e-03, eta: 6:37:29, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.6751, top5_acc: 0.8516, loss_cls: 1.3567, loss: 1.3567, grad_norm: 3.1280 2020-09-12 08:16:13,577 - mmaction - INFO - Epoch [117][220/627] lr: 6.000e-03, eta: 6:37:06, time: 1.120, data_time: 0.005, memory: 8471, top1_acc: 0.6646, top5_acc: 0.8431, loss_cls: 1.4152, loss: 1.4152, grad_norm: 3.1915 2020-09-12 08:16:35,788 - mmaction - INFO - Epoch [117][240/627] lr: 6.000e-03, eta: 6:36:44, time: 1.099, data_time: 0.003, memory: 8471, top1_acc: 0.6706, top5_acc: 0.8493, loss_cls: 1.3893, loss: 1.3893, grad_norm: 3.1303 2020-09-12 08:16:58,113 - mmaction - INFO - Epoch [117][260/627] lr: 6.000e-03, eta: 6:36:21, time: 1.126, data_time: 0.015, memory: 8471, top1_acc: 0.6618, top5_acc: 0.8417, loss_cls: 1.4032, loss: 1.4032, grad_norm: 3.1630 2020-09-12 08:17:20,489 - mmaction - INFO - Epoch [117][280/627] lr: 6.000e-03, eta: 6:35:58, time: 1.121, data_time: 0.006, memory: 8471, top1_acc: 0.6668, top5_acc: 0.8482, loss_cls: 1.3872, loss: 1.3872, grad_norm: 3.0955 2020-09-12 08:17:42,715 - mmaction - INFO - Epoch [117][300/627] lr: 6.000e-03, eta: 6:35:36, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.6755, top5_acc: 0.8543, loss_cls: 1.3682, loss: 1.3682, grad_norm: 3.1017 2020-09-12 08:18:05,009 - mmaction - INFO - Epoch [117][320/627] lr: 6.000e-03, eta: 6:35:13, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6730, top5_acc: 0.8517, loss_cls: 1.3708, loss: 1.3708, grad_norm: 3.1471 2020-09-12 08:18:27,185 - mmaction - INFO - Epoch [117][340/627] lr: 6.000e-03, eta: 6:34:50, time: 1.108, data_time: 0.012, memory: 8471, top1_acc: 0.6626, top5_acc: 0.8470, loss_cls: 1.4070, loss: 1.4070, grad_norm: 3.1388 2020-09-12 08:18:49,370 - mmaction - INFO - Epoch [117][360/627] lr: 6.000e-03, eta: 6:34:28, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6831, top5_acc: 0.8565, loss_cls: 1.3334, loss: 1.3334, grad_norm: 3.0735 2020-09-12 08:19:11,608 - mmaction - INFO - Epoch [117][380/627] lr: 6.000e-03, eta: 6:34:05, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6768, top5_acc: 0.8527, loss_cls: 1.3715, loss: 1.3715, grad_norm: 3.0980 2020-09-12 08:19:33,892 - mmaction - INFO - Epoch [117][400/627] lr: 6.000e-03, eta: 6:33:42, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6737, top5_acc: 0.8501, loss_cls: 1.3648, loss: 1.3648, grad_norm: 3.1536 2020-09-12 08:19:56,236 - mmaction - INFO - Epoch [117][420/627] lr: 6.000e-03, eta: 6:33:20, time: 1.120, data_time: 0.008, memory: 8471, top1_acc: 0.6661, top5_acc: 0.8436, loss_cls: 1.3982, loss: 1.3982, grad_norm: 3.1340 2020-09-12 08:20:18,500 - mmaction - INFO - Epoch [117][440/627] lr: 6.000e-03, eta: 6:32:57, time: 1.112, data_time: 0.003, memory: 8471, top1_acc: 0.6777, top5_acc: 0.8487, loss_cls: 1.3748, loss: 1.3748, grad_norm: 3.0942 2020-09-12 08:20:40,773 - mmaction - INFO - Epoch [117][460/627] lr: 6.000e-03, eta: 6:32:34, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6741, top5_acc: 0.8454, loss_cls: 1.3872, loss: 1.3872, grad_norm: 3.1196 2020-09-12 08:21:03,154 - mmaction - INFO - Epoch [117][480/627] lr: 6.000e-03, eta: 6:32:12, time: 1.124, data_time: 0.011, memory: 8471, top1_acc: 0.6589, top5_acc: 0.8413, loss_cls: 1.4218, loss: 1.4218, grad_norm: 3.1736 2020-09-12 08:21:25,401 - mmaction - INFO - Epoch [117][500/627] lr: 6.000e-03, eta: 6:31:49, time: 1.102, data_time: 0.004, memory: 8471, top1_acc: 0.6699, top5_acc: 0.8552, loss_cls: 1.3857, loss: 1.3857, grad_norm: 3.1663 2020-09-12 08:21:47,580 - mmaction - INFO - Epoch [117][520/627] lr: 6.000e-03, eta: 6:31:26, time: 1.120, data_time: 0.016, memory: 8471, top1_acc: 0.6693, top5_acc: 0.8549, loss_cls: 1.3801, loss: 1.3801, grad_norm: 3.1207 2020-09-12 08:22:09,828 - mmaction - INFO - Epoch [117][540/627] lr: 6.000e-03, eta: 6:31:04, time: 1.112, data_time: 0.003, memory: 8471, top1_acc: 0.6681, top5_acc: 0.8474, loss_cls: 1.3881, loss: 1.3881, grad_norm: 3.1791 2020-09-12 08:22:32,072 - mmaction - INFO - Epoch [117][560/627] lr: 6.000e-03, eta: 6:30:41, time: 1.109, data_time: 0.002, memory: 8471, top1_acc: 0.6583, top5_acc: 0.8406, loss_cls: 1.4137, loss: 1.4137, grad_norm: 3.1482 2020-09-12 08:22:54,383 - mmaction - INFO - Epoch [117][580/627] lr: 6.000e-03, eta: 6:30:18, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.6714, top5_acc: 0.8557, loss_cls: 1.3754, loss: 1.3754, grad_norm: 3.1862 2020-09-12 08:23:16,663 - mmaction - INFO - Epoch [117][600/627] lr: 6.000e-03, eta: 6:29:56, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6576, top5_acc: 0.8424, loss_cls: 1.4195, loss: 1.4195, grad_norm: 3.1718 2020-09-12 08:23:39,002 - mmaction - INFO - Epoch [117][620/627] lr: 6.000e-03, eta: 6:29:33, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.6775, top5_acc: 0.8516, loss_cls: 1.3658, loss: 1.3658, grad_norm: 3.0906 2020-09-12 08:24:19,371 - mmaction - INFO - Epoch [118][20/627] lr: 6.000e-03, eta: 6:29:03, time: 1.702, data_time: 0.538, memory: 8471, top1_acc: 0.6797, top5_acc: 0.8568, loss_cls: 1.3344, loss: 1.3344, grad_norm: 3.0901 2020-09-12 08:24:41,624 - mmaction - INFO - Epoch [118][40/627] lr: 6.000e-03, eta: 6:28:41, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6691, top5_acc: 0.8555, loss_cls: 1.3814, loss: 1.3814, grad_norm: 3.1660 2020-09-12 08:25:03,918 - mmaction - INFO - Epoch [118][60/627] lr: 6.000e-03, eta: 6:28:18, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6717, top5_acc: 0.8474, loss_cls: 1.3905, loss: 1.3905, grad_norm: 3.1350 2020-09-12 08:25:26,189 - mmaction - INFO - Epoch [118][80/627] lr: 6.000e-03, eta: 6:27:55, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.6734, top5_acc: 0.8513, loss_cls: 1.3740, loss: 1.3740, grad_norm: 3.1382 2020-09-12 08:25:48,470 - mmaction - INFO - Epoch [118][100/627] lr: 6.000e-03, eta: 6:27:33, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6753, top5_acc: 0.8509, loss_cls: 1.3735, loss: 1.3735, grad_norm: 3.1281 2020-09-12 08:26:10,744 - mmaction - INFO - Epoch [118][120/627] lr: 6.000e-03, eta: 6:27:10, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.6776, top5_acc: 0.8553, loss_cls: 1.3545, loss: 1.3545, grad_norm: 3.1844 2020-09-12 08:26:32,896 - mmaction - INFO - Epoch [118][140/627] lr: 6.000e-03, eta: 6:26:47, time: 1.110, data_time: 0.018, memory: 8471, top1_acc: 0.6751, top5_acc: 0.8487, loss_cls: 1.3768, loss: 1.3768, grad_norm: 3.1493 2020-09-12 08:26:55,012 - mmaction - INFO - Epoch [118][160/627] lr: 6.000e-03, eta: 6:26:25, time: 1.096, data_time: 0.004, memory: 8471, top1_acc: 0.6707, top5_acc: 0.8466, loss_cls: 1.3893, loss: 1.3893, grad_norm: 3.1066 2020-09-12 08:27:17,366 - mmaction - INFO - Epoch [118][180/627] lr: 6.000e-03, eta: 6:26:02, time: 1.124, data_time: 0.025, memory: 8471, top1_acc: 0.6757, top5_acc: 0.8509, loss_cls: 1.3649, loss: 1.3649, grad_norm: 3.1626 2020-09-12 08:27:39,624 - mmaction - INFO - Epoch [118][200/627] lr: 6.000e-03, eta: 6:25:39, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6850, top5_acc: 0.8565, loss_cls: 1.3336, loss: 1.3336, grad_norm: 3.1026 2020-09-12 08:28:01,885 - mmaction - INFO - Epoch [118][220/627] lr: 6.000e-03, eta: 6:25:17, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.6714, top5_acc: 0.8529, loss_cls: 1.3756, loss: 1.3756, grad_norm: 3.1685 2020-09-12 08:28:24,197 - mmaction - INFO - Epoch [118][240/627] lr: 6.000e-03, eta: 6:24:54, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6736, top5_acc: 0.8503, loss_cls: 1.3791, loss: 1.3791, grad_norm: 3.1670 2020-09-12 08:28:46,508 - mmaction - INFO - Epoch [118][260/627] lr: 6.000e-03, eta: 6:24:31, time: 1.120, data_time: 0.016, memory: 8471, top1_acc: 0.6747, top5_acc: 0.8503, loss_cls: 1.3717, loss: 1.3717, grad_norm: 3.1664 2020-09-12 08:29:08,755 - mmaction - INFO - Epoch [118][280/627] lr: 6.000e-03, eta: 6:24:09, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.6691, top5_acc: 0.8448, loss_cls: 1.3941, loss: 1.3941, grad_norm: 3.1484 2020-09-12 08:29:31,086 - mmaction - INFO - Epoch [118][300/627] lr: 6.000e-03, eta: 6:23:46, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.6785, top5_acc: 0.8522, loss_cls: 1.3510, loss: 1.3510, grad_norm: 3.1171 2020-09-12 08:29:53,282 - mmaction - INFO - Epoch [118][320/627] lr: 6.000e-03, eta: 6:23:23, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6785, top5_acc: 0.8543, loss_cls: 1.3532, loss: 1.3532, grad_norm: 3.1663 2020-09-12 08:30:15,517 - mmaction - INFO - Epoch [118][340/627] lr: 6.000e-03, eta: 6:23:01, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6730, top5_acc: 0.8577, loss_cls: 1.3568, loss: 1.3568, grad_norm: 3.1682 2020-09-12 08:30:37,820 - mmaction - INFO - Epoch [118][360/627] lr: 6.000e-03, eta: 6:22:38, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.6642, top5_acc: 0.8385, loss_cls: 1.4310, loss: 1.4310, grad_norm: 3.2323 2020-09-12 08:31:00,109 - mmaction - INFO - Epoch [118][380/627] lr: 6.000e-03, eta: 6:22:15, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.6740, top5_acc: 0.8536, loss_cls: 1.3669, loss: 1.3669, grad_norm: 3.1360 2020-09-12 08:31:22,344 - mmaction - INFO - Epoch [118][400/627] lr: 6.000e-03, eta: 6:21:53, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6686, top5_acc: 0.8523, loss_cls: 1.3860, loss: 1.3860, grad_norm: 3.1593 2020-09-12 08:31:44,670 - mmaction - INFO - Epoch [118][420/627] lr: 6.000e-03, eta: 6:21:30, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6672, top5_acc: 0.8426, loss_cls: 1.4095, loss: 1.4095, grad_norm: 3.2048 2020-09-12 08:32:06,922 - mmaction - INFO - Epoch [118][440/627] lr: 6.000e-03, eta: 6:21:07, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.3857, loss: 1.3857, grad_norm: 3.1797 2020-09-12 08:32:29,239 - mmaction - INFO - Epoch [118][460/627] lr: 6.000e-03, eta: 6:20:45, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6694, top5_acc: 0.8504, loss_cls: 1.3803, loss: 1.3803, grad_norm: 3.1793 2020-09-12 08:32:51,458 - mmaction - INFO - Epoch [118][480/627] lr: 6.000e-03, eta: 6:20:22, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6764, top5_acc: 0.8534, loss_cls: 1.3493, loss: 1.3493, grad_norm: 3.1445 2020-09-12 08:33:13,616 - mmaction - INFO - Epoch [118][500/627] lr: 6.000e-03, eta: 6:19:59, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.6751, top5_acc: 0.8508, loss_cls: 1.3856, loss: 1.3856, grad_norm: 3.1736 2020-09-12 08:33:35,854 - mmaction - INFO - Epoch [118][520/627] lr: 6.000e-03, eta: 6:19:37, time: 1.112, data_time: 0.003, memory: 8471, top1_acc: 0.6770, top5_acc: 0.8471, loss_cls: 1.3808, loss: 1.3808, grad_norm: 3.1765 2020-09-12 08:33:58,091 - mmaction - INFO - Epoch [118][540/627] lr: 6.000e-03, eta: 6:19:14, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.6702, top5_acc: 0.8487, loss_cls: 1.3857, loss: 1.3857, grad_norm: 3.1629 2020-09-12 08:34:20,358 - mmaction - INFO - Epoch [118][560/627] lr: 6.000e-03, eta: 6:18:51, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.6779, top5_acc: 0.8503, loss_cls: 1.3527, loss: 1.3527, grad_norm: 3.1700 2020-09-12 08:34:42,738 - mmaction - INFO - Epoch [118][580/627] lr: 6.000e-03, eta: 6:18:29, time: 1.117, data_time: 0.001, memory: 8471, top1_acc: 0.6717, top5_acc: 0.8564, loss_cls: 1.3747, loss: 1.3747, grad_norm: 3.1729 2020-09-12 08:35:05,030 - mmaction - INFO - Epoch [118][600/627] lr: 6.000e-03, eta: 6:18:06, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6757, top5_acc: 0.8538, loss_cls: 1.3665, loss: 1.3665, grad_norm: 3.2041 2020-09-12 08:35:27,312 - mmaction - INFO - Epoch [118][620/627] lr: 6.000e-03, eta: 6:17:43, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6645, top5_acc: 0.8422, loss_cls: 1.4152, loss: 1.4152, grad_norm: 3.2103 2020-09-12 08:36:07,685 - mmaction - INFO - Epoch [119][20/627] lr: 6.000e-03, eta: 6:17:14, time: 1.703, data_time: 0.544, memory: 8471, top1_acc: 0.6785, top5_acc: 0.8523, loss_cls: 1.3505, loss: 1.3505, grad_norm: 3.1539 2020-09-12 08:36:29,914 - mmaction - INFO - Epoch [119][40/627] lr: 6.000e-03, eta: 6:16:51, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.6682, top5_acc: 0.8488, loss_cls: 1.3876, loss: 1.3876, grad_norm: 3.1811 2020-09-12 08:36:52,210 - mmaction - INFO - Epoch [119][60/627] lr: 6.000e-03, eta: 6:16:28, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6758, top5_acc: 0.8540, loss_cls: 1.3723, loss: 1.3723, grad_norm: 3.1632 2020-09-12 08:37:14,503 - mmaction - INFO - Epoch [119][80/627] lr: 6.000e-03, eta: 6:16:06, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6827, top5_acc: 0.8522, loss_cls: 1.3537, loss: 1.3537, grad_norm: 3.1859 2020-09-12 08:37:36,809 - mmaction - INFO - Epoch [119][100/627] lr: 6.000e-03, eta: 6:15:43, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.6728, top5_acc: 0.8523, loss_cls: 1.3730, loss: 1.3730, grad_norm: 3.1979 2020-09-12 08:37:59,180 - mmaction - INFO - Epoch [119][120/627] lr: 6.000e-03, eta: 6:15:20, time: 1.128, data_time: 0.017, memory: 8471, top1_acc: 0.6788, top5_acc: 0.8551, loss_cls: 1.3479, loss: 1.3479, grad_norm: 3.1681 2020-09-12 08:38:21,452 - mmaction - INFO - Epoch [119][140/627] lr: 6.000e-03, eta: 6:14:58, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.6641, top5_acc: 0.8447, loss_cls: 1.4083, loss: 1.4083, grad_norm: 3.2112 2020-09-12 08:38:43,861 - mmaction - INFO - Epoch [119][160/627] lr: 6.000e-03, eta: 6:14:35, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6681, top5_acc: 0.8465, loss_cls: 1.3822, loss: 1.3822, grad_norm: 3.1899 2020-09-12 08:39:06,164 - mmaction - INFO - Epoch [119][180/627] lr: 6.000e-03, eta: 6:14:12, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.6745, top5_acc: 0.8560, loss_cls: 1.3648, loss: 1.3648, grad_norm: 3.1779 2020-09-12 08:39:28,363 - mmaction - INFO - Epoch [119][200/627] lr: 6.000e-03, eta: 6:13:50, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.6792, top5_acc: 0.8534, loss_cls: 1.3579, loss: 1.3579, grad_norm: 3.1541 2020-09-12 08:39:50,532 - mmaction - INFO - Epoch [119][220/627] lr: 6.000e-03, eta: 6:13:27, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6784, top5_acc: 0.8540, loss_cls: 1.3436, loss: 1.3436, grad_norm: 3.1654 2020-09-12 08:40:12,798 - mmaction - INFO - Epoch [119][240/627] lr: 6.000e-03, eta: 6:13:04, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.6714, top5_acc: 0.8490, loss_cls: 1.3867, loss: 1.3867, grad_norm: 3.2006 2020-09-12 08:40:35,084 - mmaction - INFO - Epoch [119][260/627] lr: 6.000e-03, eta: 6:12:42, time: 1.124, data_time: 0.019, memory: 8471, top1_acc: 0.6758, top5_acc: 0.8533, loss_cls: 1.3682, loss: 1.3682, grad_norm: 3.2114 2020-09-12 08:40:57,346 - mmaction - INFO - Epoch [119][280/627] lr: 6.000e-03, eta: 6:12:19, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.6779, top5_acc: 0.8533, loss_cls: 1.3589, loss: 1.3589, grad_norm: 3.1797 2020-09-12 08:41:19,700 - mmaction - INFO - Epoch [119][300/627] lr: 6.000e-03, eta: 6:11:56, time: 1.126, data_time: 0.014, memory: 8471, top1_acc: 0.6701, top5_acc: 0.8561, loss_cls: 1.3715, loss: 1.3715, grad_norm: 3.1628 2020-09-12 08:41:41,974 - mmaction - INFO - Epoch [119][320/627] lr: 6.000e-03, eta: 6:11:34, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.6702, top5_acc: 0.8477, loss_cls: 1.3884, loss: 1.3884, grad_norm: 3.2378 2020-09-12 08:42:04,252 - mmaction - INFO - Epoch [119][340/627] lr: 6.000e-03, eta: 6:11:11, time: 1.117, data_time: 0.023, memory: 8471, top1_acc: 0.6732, top5_acc: 0.8491, loss_cls: 1.3828, loss: 1.3828, grad_norm: 3.2287 2020-09-12 08:42:26,468 - mmaction - INFO - Epoch [119][360/627] lr: 6.000e-03, eta: 6:10:48, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.6803, top5_acc: 0.8492, loss_cls: 1.3506, loss: 1.3506, grad_norm: 3.1150 2020-09-12 08:42:48,827 - mmaction - INFO - Epoch [119][380/627] lr: 6.000e-03, eta: 6:10:26, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.6730, top5_acc: 0.8478, loss_cls: 1.3766, loss: 1.3766, grad_norm: 3.1420 2020-09-12 08:43:11,078 - mmaction - INFO - Epoch [119][400/627] lr: 6.000e-03, eta: 6:10:03, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.6736, top5_acc: 0.8518, loss_cls: 1.3583, loss: 1.3583, grad_norm: 3.1432 2020-09-12 08:43:33,469 - mmaction - INFO - Epoch [119][420/627] lr: 6.000e-03, eta: 6:09:40, time: 1.125, data_time: 0.015, memory: 8471, top1_acc: 0.6669, top5_acc: 0.8473, loss_cls: 1.4024, loss: 1.4024, grad_norm: 3.1970 2020-09-12 08:43:55,730 - mmaction - INFO - Epoch [119][440/627] lr: 6.000e-03, eta: 6:09:18, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6777, top5_acc: 0.8504, loss_cls: 1.3677, loss: 1.3677, grad_norm: 3.1396 2020-09-12 08:44:18,027 - mmaction - INFO - Epoch [119][460/627] lr: 6.000e-03, eta: 6:08:55, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6654, top5_acc: 0.8539, loss_cls: 1.3666, loss: 1.3666, grad_norm: 3.1623 2020-09-12 08:44:40,273 - mmaction - INFO - Epoch [119][480/627] lr: 6.000e-03, eta: 6:08:32, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6714, top5_acc: 0.8454, loss_cls: 1.3978, loss: 1.3978, grad_norm: 3.2126 2020-09-12 08:45:02,562 - mmaction - INFO - Epoch [119][500/627] lr: 6.000e-03, eta: 6:08:10, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.6717, top5_acc: 0.8457, loss_cls: 1.3961, loss: 1.3961, grad_norm: 3.2179 2020-09-12 08:45:24,933 - mmaction - INFO - Epoch [119][520/627] lr: 6.000e-03, eta: 6:07:47, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6725, top5_acc: 0.8512, loss_cls: 1.3674, loss: 1.3674, grad_norm: 3.2179 2020-09-12 08:45:47,293 - mmaction - INFO - Epoch [119][540/627] lr: 6.000e-03, eta: 6:07:25, time: 1.120, data_time: 0.008, memory: 8471, top1_acc: 0.6721, top5_acc: 0.8520, loss_cls: 1.3812, loss: 1.3812, grad_norm: 3.1940 2020-09-12 08:46:09,555 - mmaction - INFO - Epoch [119][560/627] lr: 6.000e-03, eta: 6:07:02, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.6740, top5_acc: 0.8466, loss_cls: 1.3884, loss: 1.3884, grad_norm: 3.2148 2020-09-12 08:46:31,702 - mmaction - INFO - Epoch [119][580/627] lr: 6.000e-03, eta: 6:06:39, time: 1.114, data_time: 0.012, memory: 8471, top1_acc: 0.6706, top5_acc: 0.8495, loss_cls: 1.3773, loss: 1.3773, grad_norm: 3.2112 2020-09-12 08:46:54,048 - mmaction - INFO - Epoch [119][600/627] lr: 6.000e-03, eta: 6:06:17, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.6792, top5_acc: 0.8599, loss_cls: 1.3468, loss: 1.3468, grad_norm: 3.1747 2020-09-12 08:47:16,329 - mmaction - INFO - Epoch [119][620/627] lr: 6.000e-03, eta: 6:05:54, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.6682, top5_acc: 0.8495, loss_cls: 1.3840, loss: 1.3840, grad_norm: 3.2018 2020-09-12 08:47:56,608 - mmaction - INFO - Epoch [120][20/627] lr: 6.000e-03, eta: 6:05:24, time: 1.694, data_time: 0.514, memory: 8471, top1_acc: 0.6717, top5_acc: 0.8496, loss_cls: 1.3630, loss: 1.3630, grad_norm: 3.2252 2020-09-12 08:48:18,881 - mmaction - INFO - Epoch [120][40/627] lr: 6.000e-03, eta: 6:05:02, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.6839, top5_acc: 0.8562, loss_cls: 1.3371, loss: 1.3371, grad_norm: 3.1797 2020-09-12 08:48:41,089 - mmaction - INFO - Epoch [120][60/627] lr: 6.000e-03, eta: 6:04:39, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.6783, top5_acc: 0.8564, loss_cls: 1.3352, loss: 1.3352, grad_norm: 3.1776 2020-09-12 08:49:03,369 - mmaction - INFO - Epoch [120][80/627] lr: 6.000e-03, eta: 6:04:16, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.6859, top5_acc: 0.8613, loss_cls: 1.3031, loss: 1.3031, grad_norm: 3.0962 2020-09-12 08:49:25,639 - mmaction - INFO - Epoch [120][100/627] lr: 6.000e-03, eta: 6:03:54, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.6712, top5_acc: 0.8500, loss_cls: 1.3591, loss: 1.3591, grad_norm: 3.2019 2020-09-12 08:49:47,991 - mmaction - INFO - Epoch [120][120/627] lr: 6.000e-03, eta: 6:03:31, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.6592, top5_acc: 0.8484, loss_cls: 1.4081, loss: 1.4081, grad_norm: 3.2702 2020-09-12 08:50:10,345 - mmaction - INFO - Epoch [120][140/627] lr: 6.000e-03, eta: 6:03:08, time: 1.124, data_time: 0.012, memory: 8471, top1_acc: 0.6750, top5_acc: 0.8482, loss_cls: 1.3735, loss: 1.3735, grad_norm: 3.1505 2020-09-12 08:50:32,575 - mmaction - INFO - Epoch [120][160/627] lr: 6.000e-03, eta: 6:02:46, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6702, top5_acc: 0.8493, loss_cls: 1.3680, loss: 1.3680, grad_norm: 3.2496 2020-09-12 08:50:54,926 - mmaction - INFO - Epoch [120][180/627] lr: 6.000e-03, eta: 6:02:23, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.6759, top5_acc: 0.8522, loss_cls: 1.3664, loss: 1.3664, grad_norm: 3.1929 2020-09-12 08:51:17,307 - mmaction - INFO - Epoch [120][200/627] lr: 6.000e-03, eta: 6:02:00, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.6759, top5_acc: 0.8521, loss_cls: 1.3628, loss: 1.3628, grad_norm: 3.2381 2020-09-12 08:51:39,561 - mmaction - INFO - Epoch [120][220/627] lr: 6.000e-03, eta: 6:01:38, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6883, top5_acc: 0.8599, loss_cls: 1.3103, loss: 1.3103, grad_norm: 3.1669 2020-09-12 08:52:01,818 - mmaction - INFO - Epoch [120][240/627] lr: 6.000e-03, eta: 6:01:15, time: 1.119, data_time: 0.014, memory: 8471, top1_acc: 0.6707, top5_acc: 0.8553, loss_cls: 1.3705, loss: 1.3705, grad_norm: 3.2845 2020-09-12 08:52:24,063 - mmaction - INFO - Epoch [120][260/627] lr: 6.000e-03, eta: 6:00:52, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.6745, top5_acc: 0.8529, loss_cls: 1.3446, loss: 1.3446, grad_norm: 3.2184 2020-09-12 08:52:46,518 - mmaction - INFO - Epoch [120][280/627] lr: 6.000e-03, eta: 6:00:30, time: 1.123, data_time: 0.006, memory: 8471, top1_acc: 0.6724, top5_acc: 0.8560, loss_cls: 1.3611, loss: 1.3611, grad_norm: 3.2617 2020-09-12 08:53:08,827 - mmaction - INFO - Epoch [120][300/627] lr: 6.000e-03, eta: 6:00:07, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.6785, top5_acc: 0.8500, loss_cls: 1.3543, loss: 1.3543, grad_norm: 3.1835 2020-09-12 08:53:31,026 - mmaction - INFO - Epoch [120][320/627] lr: 6.000e-03, eta: 5:59:44, time: 1.103, data_time: 0.005, memory: 8471, top1_acc: 0.6677, top5_acc: 0.8492, loss_cls: 1.3766, loss: 1.3766, grad_norm: 3.2223 2020-09-12 08:53:53,375 - mmaction - INFO - Epoch [120][340/627] lr: 6.000e-03, eta: 5:59:22, time: 1.123, data_time: 0.012, memory: 8471, top1_acc: 0.6806, top5_acc: 0.8565, loss_cls: 1.3295, loss: 1.3295, grad_norm: 3.2166 2020-09-12 08:54:15,656 - mmaction - INFO - Epoch [120][360/627] lr: 6.000e-03, eta: 5:58:59, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6855, top5_acc: 0.8633, loss_cls: 1.3206, loss: 1.3206, grad_norm: 3.2184 2020-09-12 08:54:37,960 - mmaction - INFO - Epoch [120][380/627] lr: 6.000e-03, eta: 5:58:36, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.6729, top5_acc: 0.8484, loss_cls: 1.3691, loss: 1.3691, grad_norm: 3.2278 2020-09-12 08:55:00,284 - mmaction - INFO - Epoch [120][400/627] lr: 6.000e-03, eta: 5:58:14, time: 1.125, data_time: 0.014, memory: 8471, top1_acc: 0.6704, top5_acc: 0.8503, loss_cls: 1.3817, loss: 1.3817, grad_norm: 3.2114 2020-09-12 08:55:22,498 - mmaction - INFO - Epoch [120][420/627] lr: 6.000e-03, eta: 5:57:51, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6706, top5_acc: 0.8484, loss_cls: 1.3726, loss: 1.3726, grad_norm: 3.2428 2020-09-12 08:55:44,783 - mmaction - INFO - Epoch [120][440/627] lr: 6.000e-03, eta: 5:57:28, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.6659, top5_acc: 0.8453, loss_cls: 1.4128, loss: 1.4128, grad_norm: 3.2718 2020-09-12 08:56:07,108 - mmaction - INFO - Epoch [120][460/627] lr: 6.000e-03, eta: 5:57:06, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6729, top5_acc: 0.8490, loss_cls: 1.3641, loss: 1.3641, grad_norm: 3.1473 2020-09-12 08:56:29,373 - mmaction - INFO - Epoch [120][480/627] lr: 6.000e-03, eta: 5:56:43, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.6822, top5_acc: 0.8536, loss_cls: 1.3307, loss: 1.3307, grad_norm: 3.1992 2020-09-12 08:56:51,656 - mmaction - INFO - Epoch [120][500/627] lr: 6.000e-03, eta: 5:56:21, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.6727, top5_acc: 0.8505, loss_cls: 1.3647, loss: 1.3647, grad_norm: 3.1899 2020-09-12 08:57:13,889 - mmaction - INFO - Epoch [120][520/627] lr: 6.000e-03, eta: 5:55:58, time: 1.109, data_time: 0.001, memory: 8471, top1_acc: 0.6720, top5_acc: 0.8533, loss_cls: 1.3600, loss: 1.3600, grad_norm: 3.2723 2020-09-12 08:57:36,055 - mmaction - INFO - Epoch [120][540/627] lr: 6.000e-03, eta: 5:55:35, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.6818, top5_acc: 0.8576, loss_cls: 1.3369, loss: 1.3369, grad_norm: 3.2073 2020-09-12 08:57:58,355 - mmaction - INFO - Epoch [120][560/627] lr: 6.000e-03, eta: 5:55:13, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.6749, top5_acc: 0.8521, loss_cls: 1.3721, loss: 1.3721, grad_norm: 3.2710 2020-09-12 08:58:20,689 - mmaction - INFO - Epoch [120][580/627] lr: 6.000e-03, eta: 5:54:50, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.6725, top5_acc: 0.8488, loss_cls: 1.3837, loss: 1.3837, grad_norm: 3.2830 2020-09-12 08:58:42,931 - mmaction - INFO - Epoch [120][600/627] lr: 6.000e-03, eta: 5:54:27, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6682, top5_acc: 0.8473, loss_cls: 1.3912, loss: 1.3912, grad_norm: 3.2088 2020-09-12 08:59:05,219 - mmaction - INFO - Epoch [120][620/627] lr: 6.000e-03, eta: 5:54:05, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.6716, top5_acc: 0.8556, loss_cls: 1.3550, loss: 1.3550, grad_norm: 3.2388 2020-09-12 08:59:11,438 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-09-12 08:59:45,541 - mmaction - INFO - Epoch [121][20/627] lr: 6.000e-03, eta: 5:53:35, time: 1.618, data_time: 0.481, memory: 8471, top1_acc: 0.6784, top5_acc: 0.8618, loss_cls: 1.3246, loss: 1.3246, grad_norm: 3.1983 2020-09-12 09:00:08,029 - mmaction - INFO - Epoch [121][40/627] lr: 6.000e-03, eta: 5:53:12, time: 1.124, data_time: 0.015, memory: 8471, top1_acc: 0.6706, top5_acc: 0.8523, loss_cls: 1.3773, loss: 1.3773, grad_norm: 3.2566 2020-09-12 09:00:30,648 - mmaction - INFO - Epoch [121][60/627] lr: 6.000e-03, eta: 5:52:49, time: 1.140, data_time: 0.034, memory: 8471, top1_acc: 0.6741, top5_acc: 0.8466, loss_cls: 1.3837, loss: 1.3837, grad_norm: 3.2302 2020-09-12 09:00:52,897 - mmaction - INFO - Epoch [121][80/627] lr: 6.000e-03, eta: 5:52:27, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6811, top5_acc: 0.8556, loss_cls: 1.3396, loss: 1.3396, grad_norm: 3.2021 2020-09-12 09:01:15,180 - mmaction - INFO - Epoch [121][100/627] lr: 6.000e-03, eta: 5:52:04, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6836, top5_acc: 0.8582, loss_cls: 1.3358, loss: 1.3358, grad_norm: 3.1933 2020-09-12 09:01:37,460 - mmaction - INFO - Epoch [121][120/627] lr: 6.000e-03, eta: 5:51:41, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6839, top5_acc: 0.8547, loss_cls: 1.3483, loss: 1.3483, grad_norm: 3.1940 2020-09-12 09:01:59,773 - mmaction - INFO - Epoch [121][140/627] lr: 6.000e-03, eta: 5:51:19, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3879, loss: 1.3879, grad_norm: 3.2513 2020-09-12 09:02:22,044 - mmaction - INFO - Epoch [121][160/627] lr: 6.000e-03, eta: 5:50:56, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6776, top5_acc: 0.8533, loss_cls: 1.3526, loss: 1.3526, grad_norm: 3.1932 2020-09-12 09:02:44,418 - mmaction - INFO - Epoch [121][180/627] lr: 6.000e-03, eta: 5:50:33, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.6757, top5_acc: 0.8533, loss_cls: 1.3749, loss: 1.3749, grad_norm: 3.2581 2020-09-12 09:03:06,559 - mmaction - INFO - Epoch [121][200/627] lr: 6.000e-03, eta: 5:50:11, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.6835, top5_acc: 0.8557, loss_cls: 1.3393, loss: 1.3393, grad_norm: 3.1878 2020-09-12 09:03:28,936 - mmaction - INFO - Epoch [121][220/627] lr: 6.000e-03, eta: 5:49:48, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.6794, top5_acc: 0.8499, loss_cls: 1.3717, loss: 1.3717, grad_norm: 3.2767 2020-09-12 09:03:51,295 - mmaction - INFO - Epoch [121][240/627] lr: 6.000e-03, eta: 5:49:25, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.6689, top5_acc: 0.8484, loss_cls: 1.3804, loss: 1.3804, grad_norm: 3.2166 2020-09-12 09:04:13,498 - mmaction - INFO - Epoch [121][260/627] lr: 6.000e-03, eta: 5:49:03, time: 1.121, data_time: 0.016, memory: 8471, top1_acc: 0.6876, top5_acc: 0.8624, loss_cls: 1.3020, loss: 1.3020, grad_norm: 3.1883 2020-09-12 09:04:35,708 - mmaction - INFO - Epoch [121][280/627] lr: 6.000e-03, eta: 5:48:40, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6919, top5_acc: 0.8621, loss_cls: 1.2939, loss: 1.2939, grad_norm: 3.1701 2020-09-12 09:04:58,010 - mmaction - INFO - Epoch [121][300/627] lr: 6.000e-03, eta: 5:48:18, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6695, top5_acc: 0.8441, loss_cls: 1.3998, loss: 1.3998, grad_norm: 3.2616 2020-09-12 09:05:20,296 - mmaction - INFO - Epoch [121][320/627] lr: 6.000e-03, eta: 5:47:55, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6717, top5_acc: 0.8479, loss_cls: 1.3915, loss: 1.3915, grad_norm: 3.2676 2020-09-12 09:05:42,621 - mmaction - INFO - Epoch [121][340/627] lr: 6.000e-03, eta: 5:47:32, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.6737, top5_acc: 0.8465, loss_cls: 1.3769, loss: 1.3769, grad_norm: 3.2872 2020-09-12 09:06:04,887 - mmaction - INFO - Epoch [121][360/627] lr: 6.000e-03, eta: 5:47:10, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6798, top5_acc: 0.8540, loss_cls: 1.3626, loss: 1.3626, grad_norm: 3.2843 2020-09-12 09:06:27,062 - mmaction - INFO - Epoch [121][380/627] lr: 6.000e-03, eta: 5:46:47, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.6788, top5_acc: 0.8591, loss_cls: 1.3341, loss: 1.3341, grad_norm: 3.2314 2020-09-12 09:06:49,275 - mmaction - INFO - Epoch [121][400/627] lr: 6.000e-03, eta: 5:46:24, time: 1.106, data_time: 0.012, memory: 8471, top1_acc: 0.6701, top5_acc: 0.8462, loss_cls: 1.3966, loss: 1.3966, grad_norm: 3.2843 2020-09-12 09:07:11,511 - mmaction - INFO - Epoch [121][420/627] lr: 6.000e-03, eta: 5:46:02, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.6751, top5_acc: 0.8518, loss_cls: 1.3620, loss: 1.3620, grad_norm: 3.2067 2020-09-12 09:07:33,876 - mmaction - INFO - Epoch [121][440/627] lr: 6.000e-03, eta: 5:45:39, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6776, top5_acc: 0.8523, loss_cls: 1.3696, loss: 1.3696, grad_norm: 3.2480 2020-09-12 09:07:56,084 - mmaction - INFO - Epoch [121][460/627] lr: 6.000e-03, eta: 5:45:16, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6773, top5_acc: 0.8495, loss_cls: 1.3480, loss: 1.3480, grad_norm: 3.2903 2020-09-12 09:08:18,414 - mmaction - INFO - Epoch [121][480/627] lr: 6.000e-03, eta: 5:44:54, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.6743, top5_acc: 0.8473, loss_cls: 1.3647, loss: 1.3647, grad_norm: 3.2413 2020-09-12 09:08:40,755 - mmaction - INFO - Epoch [121][500/627] lr: 6.000e-03, eta: 5:44:31, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3577, loss: 1.3577, grad_norm: 3.2260 2020-09-12 09:09:02,963 - mmaction - INFO - Epoch [121][520/627] lr: 6.000e-03, eta: 5:44:08, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.6703, top5_acc: 0.8522, loss_cls: 1.3620, loss: 1.3620, grad_norm: 3.2386 2020-09-12 09:09:25,239 - mmaction - INFO - Epoch [121][540/627] lr: 6.000e-03, eta: 5:43:46, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.6698, top5_acc: 0.8490, loss_cls: 1.3712, loss: 1.3712, grad_norm: 3.2594 2020-09-12 09:09:47,536 - mmaction - INFO - Epoch [121][560/627] lr: 6.000e-03, eta: 5:43:23, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.6822, top5_acc: 0.8555, loss_cls: 1.3313, loss: 1.3313, grad_norm: 3.2579 2020-09-12 09:10:09,795 - mmaction - INFO - Epoch [121][580/627] lr: 6.000e-03, eta: 5:43:00, time: 1.103, data_time: 0.005, memory: 8471, top1_acc: 0.6695, top5_acc: 0.8480, loss_cls: 1.3947, loss: 1.3947, grad_norm: 3.2875 2020-09-12 09:10:32,085 - mmaction - INFO - Epoch [121][600/627] lr: 6.000e-03, eta: 5:42:38, time: 1.120, data_time: 0.017, memory: 8471, top1_acc: 0.6763, top5_acc: 0.8505, loss_cls: 1.3713, loss: 1.3713, grad_norm: 3.2684 2020-09-12 09:10:54,430 - mmaction - INFO - Epoch [121][620/627] lr: 6.000e-03, eta: 5:42:15, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6625, top5_acc: 0.8452, loss_cls: 1.4160, loss: 1.4160, grad_norm: 3.3036 2020-09-12 09:12:03,414 - mmaction - INFO - Epoch [122][20/627] lr: 6.000e-03, eta: 5:41:49, time: 2.559, data_time: 1.346, memory: 8471, top1_acc: 0.6766, top5_acc: 0.8533, loss_cls: 1.3559, loss: 1.3559, grad_norm: 3.1732 2020-09-12 09:12:25,617 - mmaction - INFO - Epoch [122][40/627] lr: 6.000e-03, eta: 5:41:27, time: 1.101, data_time: 0.006, memory: 8471, top1_acc: 0.6758, top5_acc: 0.8488, loss_cls: 1.3750, loss: 1.3750, grad_norm: 3.2614 2020-09-12 09:12:47,769 - mmaction - INFO - Epoch [122][60/627] lr: 6.000e-03, eta: 5:41:04, time: 1.116, data_time: 0.019, memory: 8471, top1_acc: 0.6720, top5_acc: 0.8509, loss_cls: 1.3704, loss: 1.3704, grad_norm: 3.2613 2020-09-12 09:13:09,891 - mmaction - INFO - Epoch [122][80/627] lr: 6.000e-03, eta: 5:40:41, time: 1.101, data_time: 0.008, memory: 8471, top1_acc: 0.6827, top5_acc: 0.8564, loss_cls: 1.3475, loss: 1.3475, grad_norm: 3.2280 2020-09-12 09:13:32,198 - mmaction - INFO - Epoch [122][100/627] lr: 6.000e-03, eta: 5:40:19, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.6711, top5_acc: 0.8480, loss_cls: 1.3747, loss: 1.3747, grad_norm: 3.2206 2020-09-12 09:13:54,410 - mmaction - INFO - Epoch [122][120/627] lr: 6.000e-03, eta: 5:39:56, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6810, top5_acc: 0.8573, loss_cls: 1.3332, loss: 1.3332, grad_norm: 3.2643 2020-09-12 09:14:16,685 - mmaction - INFO - Epoch [122][140/627] lr: 6.000e-03, eta: 5:39:33, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.6796, top5_acc: 0.8566, loss_cls: 1.3466, loss: 1.3466, grad_norm: 3.2565 2020-09-12 09:14:38,787 - mmaction - INFO - Epoch [122][160/627] lr: 6.000e-03, eta: 5:39:11, time: 1.104, data_time: 0.010, memory: 8471, top1_acc: 0.6842, top5_acc: 0.8595, loss_cls: 1.3338, loss: 1.3338, grad_norm: 3.2352 2020-09-12 09:15:01,056 - mmaction - INFO - Epoch [122][180/627] lr: 6.000e-03, eta: 5:38:48, time: 1.120, data_time: 0.016, memory: 8471, top1_acc: 0.6729, top5_acc: 0.8478, loss_cls: 1.3718, loss: 1.3718, grad_norm: 3.2847 2020-09-12 09:15:23,213 - mmaction - INFO - Epoch [122][200/627] lr: 6.000e-03, eta: 5:38:25, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.6751, top5_acc: 0.8586, loss_cls: 1.3392, loss: 1.3392, grad_norm: 3.2677 2020-09-12 09:15:45,479 - mmaction - INFO - Epoch [122][220/627] lr: 6.000e-03, eta: 5:38:03, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.6850, top5_acc: 0.8565, loss_cls: 1.3374, loss: 1.3374, grad_norm: 3.2952 2020-09-12 09:16:07,697 - mmaction - INFO - Epoch [122][240/627] lr: 6.000e-03, eta: 5:37:40, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.6772, top5_acc: 0.8530, loss_cls: 1.3557, loss: 1.3557, grad_norm: 3.2979 2020-09-12 09:16:29,981 - mmaction - INFO - Epoch [122][260/627] lr: 6.000e-03, eta: 5:37:17, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.6810, top5_acc: 0.8566, loss_cls: 1.3448, loss: 1.3448, grad_norm: 3.2295 2020-09-12 09:16:52,223 - mmaction - INFO - Epoch [122][280/627] lr: 6.000e-03, eta: 5:36:55, time: 1.116, data_time: 0.016, memory: 8471, top1_acc: 0.6779, top5_acc: 0.8482, loss_cls: 1.3673, loss: 1.3673, grad_norm: 3.2567 2020-09-12 09:17:14,502 - mmaction - INFO - Epoch [122][300/627] lr: 6.000e-03, eta: 5:36:32, time: 1.117, data_time: 0.016, memory: 8471, top1_acc: 0.6741, top5_acc: 0.8568, loss_cls: 1.3511, loss: 1.3511, grad_norm: 3.3117 2020-09-12 09:17:36,765 - mmaction - INFO - Epoch [122][320/627] lr: 6.000e-03, eta: 5:36:09, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6831, top5_acc: 0.8574, loss_cls: 1.3335, loss: 1.3335, grad_norm: 3.2432 2020-09-12 09:17:59,043 - mmaction - INFO - Epoch [122][340/627] lr: 6.000e-03, eta: 5:35:47, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6771, top5_acc: 0.8527, loss_cls: 1.3536, loss: 1.3536, grad_norm: 3.2619 2020-09-12 09:18:21,283 - mmaction - INFO - Epoch [122][360/627] lr: 6.000e-03, eta: 5:35:24, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6733, top5_acc: 0.8486, loss_cls: 1.3669, loss: 1.3669, grad_norm: 3.2770 2020-09-12 09:18:43,566 - mmaction - INFO - Epoch [122][380/627] lr: 6.000e-03, eta: 5:35:01, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6697, top5_acc: 0.8484, loss_cls: 1.3951, loss: 1.3951, grad_norm: 3.2882 2020-09-12 09:19:05,867 - mmaction - INFO - Epoch [122][400/627] lr: 6.000e-03, eta: 5:34:39, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.6754, top5_acc: 0.8572, loss_cls: 1.3515, loss: 1.3515, grad_norm: 3.2678 2020-09-12 09:19:28,165 - mmaction - INFO - Epoch [122][420/627] lr: 6.000e-03, eta: 5:34:16, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.6785, top5_acc: 0.8585, loss_cls: 1.3401, loss: 1.3401, grad_norm: 3.2622 2020-09-12 09:19:50,516 - mmaction - INFO - Epoch [122][440/627] lr: 6.000e-03, eta: 5:33:54, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.6777, top5_acc: 0.8583, loss_cls: 1.3407, loss: 1.3407, grad_norm: 3.2735 2020-09-12 09:20:12,786 - mmaction - INFO - Epoch [122][460/627] lr: 6.000e-03, eta: 5:33:31, time: 1.111, data_time: 0.013, memory: 8471, top1_acc: 0.6716, top5_acc: 0.8486, loss_cls: 1.3908, loss: 1.3908, grad_norm: 3.2930 2020-09-12 09:20:35,172 - mmaction - INFO - Epoch [122][480/627] lr: 6.000e-03, eta: 5:33:08, time: 1.126, data_time: 0.014, memory: 8471, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3932, loss: 1.3932, grad_norm: 3.2871 2020-09-12 09:20:57,470 - mmaction - INFO - Epoch [122][500/627] lr: 6.000e-03, eta: 5:32:46, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6733, top5_acc: 0.8491, loss_cls: 1.3833, loss: 1.3833, grad_norm: 3.2720 2020-09-12 09:21:19,675 - mmaction - INFO - Epoch [122][520/627] lr: 6.000e-03, eta: 5:32:23, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.6719, top5_acc: 0.8527, loss_cls: 1.3851, loss: 1.3851, grad_norm: 3.3104 2020-09-12 09:21:42,014 - mmaction - INFO - Epoch [122][540/627] lr: 6.000e-03, eta: 5:32:00, time: 1.121, data_time: 0.008, memory: 8471, top1_acc: 0.6724, top5_acc: 0.8478, loss_cls: 1.3904, loss: 1.3904, grad_norm: 3.2881 2020-09-12 09:22:04,290 - mmaction - INFO - Epoch [122][560/627] lr: 6.000e-03, eta: 5:31:38, time: 1.107, data_time: 0.006, memory: 8471, top1_acc: 0.6697, top5_acc: 0.8520, loss_cls: 1.3738, loss: 1.3738, grad_norm: 3.3113 2020-09-12 09:22:26,555 - mmaction - INFO - Epoch [122][580/627] lr: 6.000e-03, eta: 5:31:15, time: 1.121, data_time: 0.013, memory: 8471, top1_acc: 0.6858, top5_acc: 0.8561, loss_cls: 1.3227, loss: 1.3227, grad_norm: 3.2604 2020-09-12 09:22:48,857 - mmaction - INFO - Epoch [122][600/627] lr: 6.000e-03, eta: 5:30:52, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.6719, top5_acc: 0.8509, loss_cls: 1.3751, loss: 1.3751, grad_norm: 3.3369 2020-09-12 09:23:11,062 - mmaction - INFO - Epoch [122][620/627] lr: 6.000e-03, eta: 5:30:30, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6802, top5_acc: 0.8556, loss_cls: 1.3341, loss: 1.3341, grad_norm: 3.2596 2020-09-12 09:23:51,313 - mmaction - INFO - Epoch [123][20/627] lr: 6.000e-03, eta: 5:30:00, time: 1.694, data_time: 0.552, memory: 8471, top1_acc: 0.6822, top5_acc: 0.8534, loss_cls: 1.3390, loss: 1.3390, grad_norm: 3.2056 2020-09-12 09:24:13,719 - mmaction - INFO - Epoch [123][40/627] lr: 6.000e-03, eta: 5:29:37, time: 1.125, data_time: 0.013, memory: 8471, top1_acc: 0.6781, top5_acc: 0.8488, loss_cls: 1.3715, loss: 1.3715, grad_norm: 3.2529 2020-09-12 09:24:36,012 - mmaction - INFO - Epoch [123][60/627] lr: 6.000e-03, eta: 5:29:15, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.6816, top5_acc: 0.8521, loss_cls: 1.3521, loss: 1.3521, grad_norm: 3.2502 2020-09-12 09:24:58,262 - mmaction - INFO - Epoch [123][80/627] lr: 6.000e-03, eta: 5:28:52, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.6839, top5_acc: 0.8607, loss_cls: 1.3252, loss: 1.3252, grad_norm: 3.2769 2020-09-12 09:25:20,461 - mmaction - INFO - Epoch [123][100/627] lr: 6.000e-03, eta: 5:28:29, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.6892, top5_acc: 0.8650, loss_cls: 1.2941, loss: 1.2941, grad_norm: 3.2443 2020-09-12 09:25:42,718 - mmaction - INFO - Epoch [123][120/627] lr: 6.000e-03, eta: 5:28:07, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.6872, top5_acc: 0.8600, loss_cls: 1.3128, loss: 1.3128, grad_norm: 3.2483 2020-09-12 09:26:05,084 - mmaction - INFO - Epoch [123][140/627] lr: 6.000e-03, eta: 5:27:44, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.6784, top5_acc: 0.8461, loss_cls: 1.3609, loss: 1.3609, grad_norm: 3.2651 2020-09-12 09:26:27,414 - mmaction - INFO - Epoch [123][160/627] lr: 6.000e-03, eta: 5:27:21, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.6733, top5_acc: 0.8477, loss_cls: 1.3925, loss: 1.3925, grad_norm: 3.3271 2020-09-12 09:26:49,717 - mmaction - INFO - Epoch [123][180/627] lr: 6.000e-03, eta: 5:26:59, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6746, top5_acc: 0.8443, loss_cls: 1.3826, loss: 1.3826, grad_norm: 3.2208 2020-09-12 09:27:12,031 - mmaction - INFO - Epoch [123][200/627] lr: 6.000e-03, eta: 5:26:36, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.6686, top5_acc: 0.8503, loss_cls: 1.3988, loss: 1.3988, grad_norm: 3.3044 2020-09-12 09:27:34,243 - mmaction - INFO - Epoch [123][220/627] lr: 6.000e-03, eta: 5:26:13, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6736, top5_acc: 0.8473, loss_cls: 1.3716, loss: 1.3716, grad_norm: 3.2647 2020-09-12 09:27:56,648 - mmaction - INFO - Epoch [123][240/627] lr: 6.000e-03, eta: 5:25:51, time: 1.123, data_time: 0.007, memory: 8471, top1_acc: 0.6794, top5_acc: 0.8490, loss_cls: 1.3563, loss: 1.3563, grad_norm: 3.2401 2020-09-12 09:28:18,904 - mmaction - INFO - Epoch [123][260/627] lr: 6.000e-03, eta: 5:25:28, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6796, top5_acc: 0.8526, loss_cls: 1.3509, loss: 1.3509, grad_norm: 3.2162 2020-09-12 09:28:41,358 - mmaction - INFO - Epoch [123][280/627] lr: 6.000e-03, eta: 5:25:06, time: 1.125, data_time: 0.011, memory: 8471, top1_acc: 0.6759, top5_acc: 0.8549, loss_cls: 1.3592, loss: 1.3592, grad_norm: 3.2859 2020-09-12 09:29:03,663 - mmaction - INFO - Epoch [123][300/627] lr: 6.000e-03, eta: 5:24:43, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6840, top5_acc: 0.8573, loss_cls: 1.3202, loss: 1.3202, grad_norm: 3.1978 2020-09-12 09:29:25,864 - mmaction - INFO - Epoch [123][320/627] lr: 6.000e-03, eta: 5:24:20, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.6801, top5_acc: 0.8522, loss_cls: 1.3573, loss: 1.3573, grad_norm: 3.2892 2020-09-12 09:29:48,140 - mmaction - INFO - Epoch [123][340/627] lr: 6.000e-03, eta: 5:23:58, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6767, top5_acc: 0.8531, loss_cls: 1.3517, loss: 1.3517, grad_norm: 3.2936 2020-09-12 09:30:10,283 - mmaction - INFO - Epoch [123][360/627] lr: 6.000e-03, eta: 5:23:35, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.6742, top5_acc: 0.8535, loss_cls: 1.3648, loss: 1.3648, grad_norm: 3.3053 2020-09-12 09:30:32,601 - mmaction - INFO - Epoch [123][380/627] lr: 6.000e-03, eta: 5:23:12, time: 1.121, data_time: 0.011, memory: 8471, top1_acc: 0.6755, top5_acc: 0.8527, loss_cls: 1.3588, loss: 1.3588, grad_norm: 3.2874 2020-09-12 09:30:54,899 - mmaction - INFO - Epoch [123][400/627] lr: 6.000e-03, eta: 5:22:50, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6770, top5_acc: 0.8526, loss_cls: 1.3534, loss: 1.3534, grad_norm: 3.3195 2020-09-12 09:31:17,099 - mmaction - INFO - Epoch [123][420/627] lr: 6.000e-03, eta: 5:22:27, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.6747, top5_acc: 0.8560, loss_cls: 1.3728, loss: 1.3728, grad_norm: 3.3465 2020-09-12 09:31:39,336 - mmaction - INFO - Epoch [123][440/627] lr: 6.000e-03, eta: 5:22:04, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6807, top5_acc: 0.8540, loss_cls: 1.3439, loss: 1.3439, grad_norm: 3.2917 2020-09-12 09:32:01,630 - mmaction - INFO - Epoch [123][460/627] lr: 6.000e-03, eta: 5:21:42, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.6740, top5_acc: 0.8487, loss_cls: 1.3655, loss: 1.3655, grad_norm: 3.2677 2020-09-12 09:32:23,922 - mmaction - INFO - Epoch [123][480/627] lr: 6.000e-03, eta: 5:21:19, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.6753, top5_acc: 0.8460, loss_cls: 1.3518, loss: 1.3518, grad_norm: 3.2631 2020-09-12 09:32:46,179 - mmaction - INFO - Epoch [123][500/627] lr: 6.000e-03, eta: 5:20:56, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.6788, top5_acc: 0.8526, loss_cls: 1.3639, loss: 1.3639, grad_norm: 3.2653 2020-09-12 09:33:08,469 - mmaction - INFO - Epoch [123][520/627] lr: 6.000e-03, eta: 5:20:34, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6788, top5_acc: 0.8510, loss_cls: 1.3390, loss: 1.3390, grad_norm: 3.2852 2020-09-12 09:33:30,808 - mmaction - INFO - Epoch [123][540/627] lr: 6.000e-03, eta: 5:20:11, time: 1.125, data_time: 0.013, memory: 8471, top1_acc: 0.6732, top5_acc: 0.8513, loss_cls: 1.3761, loss: 1.3761, grad_norm: 3.2906 2020-09-12 09:33:53,076 - mmaction - INFO - Epoch [123][560/627] lr: 6.000e-03, eta: 5:19:48, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6798, top5_acc: 0.8483, loss_cls: 1.3555, loss: 1.3555, grad_norm: 3.2562 2020-09-12 09:34:15,344 - mmaction - INFO - Epoch [123][580/627] lr: 6.000e-03, eta: 5:19:26, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6762, top5_acc: 0.8518, loss_cls: 1.3664, loss: 1.3664, grad_norm: 3.2970 2020-09-12 09:34:37,535 - mmaction - INFO - Epoch [123][600/627] lr: 6.000e-03, eta: 5:19:03, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6734, top5_acc: 0.8552, loss_cls: 1.3566, loss: 1.3566, grad_norm: 3.3087 2020-09-12 09:34:59,794 - mmaction - INFO - Epoch [123][620/627] lr: 6.000e-03, eta: 5:18:41, time: 1.120, data_time: 0.019, memory: 8471, top1_acc: 0.6802, top5_acc: 0.8576, loss_cls: 1.3391, loss: 1.3391, grad_norm: 3.2756 2020-09-12 09:35:40,238 - mmaction - INFO - Epoch [124][20/627] lr: 6.000e-03, eta: 5:18:11, time: 1.700, data_time: 0.465, memory: 8471, top1_acc: 0.6784, top5_acc: 0.8564, loss_cls: 1.3386, loss: 1.3386, grad_norm: 3.2618 2020-09-12 09:36:02,447 - mmaction - INFO - Epoch [124][40/627] lr: 6.000e-03, eta: 5:17:48, time: 1.119, data_time: 0.015, memory: 8471, top1_acc: 0.6833, top5_acc: 0.8618, loss_cls: 1.3106, loss: 1.3106, grad_norm: 3.2921 2020-09-12 09:36:24,684 - mmaction - INFO - Epoch [124][60/627] lr: 6.000e-03, eta: 5:17:26, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6736, top5_acc: 0.8499, loss_cls: 1.3636, loss: 1.3636, grad_norm: 3.3023 2020-09-12 09:36:46,863 - mmaction - INFO - Epoch [124][80/627] lr: 6.000e-03, eta: 5:17:03, time: 1.101, data_time: 0.012, memory: 8471, top1_acc: 0.6826, top5_acc: 0.8530, loss_cls: 1.3481, loss: 1.3481, grad_norm: 3.2820 2020-09-12 09:37:09,200 - mmaction - INFO - Epoch [124][100/627] lr: 6.000e-03, eta: 5:16:40, time: 1.124, data_time: 0.011, memory: 8471, top1_acc: 0.6766, top5_acc: 0.8535, loss_cls: 1.3595, loss: 1.3595, grad_norm: 3.3523 2020-09-12 09:37:31,495 - mmaction - INFO - Epoch [124][120/627] lr: 6.000e-03, eta: 5:16:18, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.6745, top5_acc: 0.8513, loss_cls: 1.3654, loss: 1.3654, grad_norm: 3.2910 2020-09-12 09:37:53,761 - mmaction - INFO - Epoch [124][140/627] lr: 6.000e-03, eta: 5:15:55, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.6818, top5_acc: 0.8529, loss_cls: 1.3430, loss: 1.3430, grad_norm: 3.3051 2020-09-12 09:38:16,114 - mmaction - INFO - Epoch [124][160/627] lr: 6.000e-03, eta: 5:15:32, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3550, loss: 1.3550, grad_norm: 3.3227 2020-09-12 09:38:38,417 - mmaction - INFO - Epoch [124][180/627] lr: 6.000e-03, eta: 5:15:10, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.6858, top5_acc: 0.8549, loss_cls: 1.3252, loss: 1.3252, grad_norm: 3.3157 2020-09-12 09:39:00,624 - mmaction - INFO - Epoch [124][200/627] lr: 6.000e-03, eta: 5:14:47, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.6826, top5_acc: 0.8582, loss_cls: 1.3199, loss: 1.3199, grad_norm: 3.2933 2020-09-12 09:39:22,868 - mmaction - INFO - Epoch [124][220/627] lr: 6.000e-03, eta: 5:14:24, time: 1.109, data_time: 0.003, memory: 8471, top1_acc: 0.6835, top5_acc: 0.8508, loss_cls: 1.3430, loss: 1.3430, grad_norm: 3.2565 2020-09-12 09:39:45,037 - mmaction - INFO - Epoch [124][240/627] lr: 6.000e-03, eta: 5:14:02, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.6742, top5_acc: 0.8513, loss_cls: 1.3655, loss: 1.3655, grad_norm: 3.3773 2020-09-12 09:40:07,454 - mmaction - INFO - Epoch [124][260/627] lr: 6.000e-03, eta: 5:13:39, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.6688, top5_acc: 0.8529, loss_cls: 1.3658, loss: 1.3658, grad_norm: 3.3785 2020-09-12 09:40:29,811 - mmaction - INFO - Epoch [124][280/627] lr: 6.000e-03, eta: 5:13:16, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6819, top5_acc: 0.8516, loss_cls: 1.3591, loss: 1.3591, grad_norm: 3.3088 2020-09-12 09:40:52,008 - mmaction - INFO - Epoch [124][300/627] lr: 6.000e-03, eta: 5:12:54, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.6788, top5_acc: 0.8522, loss_cls: 1.3630, loss: 1.3630, grad_norm: 3.3263 2020-09-12 09:41:14,299 - mmaction - INFO - Epoch [124][320/627] lr: 6.000e-03, eta: 5:12:31, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.6794, top5_acc: 0.8530, loss_cls: 1.3588, loss: 1.3588, grad_norm: 3.3336 2020-09-12 09:41:36,564 - mmaction - INFO - Epoch [124][340/627] lr: 6.000e-03, eta: 5:12:08, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6814, top5_acc: 0.8562, loss_cls: 1.3401, loss: 1.3401, grad_norm: 3.3145 2020-09-12 09:41:58,875 - mmaction - INFO - Epoch [124][360/627] lr: 6.000e-03, eta: 5:11:46, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.6911, top5_acc: 0.8625, loss_cls: 1.2969, loss: 1.2969, grad_norm: 3.2159 2020-09-12 09:42:21,117 - mmaction - INFO - Epoch [124][380/627] lr: 6.000e-03, eta: 5:11:23, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.6721, top5_acc: 0.8544, loss_cls: 1.3674, loss: 1.3674, grad_norm: 3.3539 2020-09-12 09:42:43,420 - mmaction - INFO - Epoch [124][400/627] lr: 6.000e-03, eta: 5:11:01, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.6750, top5_acc: 0.8514, loss_cls: 1.3653, loss: 1.3653, grad_norm: 3.3294 2020-09-12 09:43:05,629 - mmaction - INFO - Epoch [124][420/627] lr: 6.000e-03, eta: 5:10:38, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.6715, top5_acc: 0.8471, loss_cls: 1.3851, loss: 1.3851, grad_norm: 3.3467 2020-09-12 09:43:27,847 - mmaction - INFO - Epoch [124][440/627] lr: 6.000e-03, eta: 5:10:15, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6816, top5_acc: 0.8525, loss_cls: 1.3460, loss: 1.3460, grad_norm: 3.2857 2020-09-12 09:43:50,089 - mmaction - INFO - Epoch [124][460/627] lr: 6.000e-03, eta: 5:09:53, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.6793, top5_acc: 0.8534, loss_cls: 1.3577, loss: 1.3577, grad_norm: 3.3263 2020-09-12 09:44:12,332 - mmaction - INFO - Epoch [124][480/627] lr: 6.000e-03, eta: 5:09:30, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6853, top5_acc: 0.8591, loss_cls: 1.3263, loss: 1.3263, grad_norm: 3.2947 2020-09-12 09:44:34,630 - mmaction - INFO - Epoch [124][500/627] lr: 6.000e-03, eta: 5:09:07, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6704, top5_acc: 0.8454, loss_cls: 1.3932, loss: 1.3932, grad_norm: 3.3787 2020-09-12 09:44:56,935 - mmaction - INFO - Epoch [124][520/627] lr: 6.000e-03, eta: 5:08:45, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.6824, top5_acc: 0.8582, loss_cls: 1.3219, loss: 1.3219, grad_norm: 3.3328 2020-09-12 09:45:19,275 - mmaction - INFO - Epoch [124][540/627] lr: 6.000e-03, eta: 5:08:22, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.6674, top5_acc: 0.8453, loss_cls: 1.3972, loss: 1.3972, grad_norm: 3.3536 2020-09-12 09:45:41,503 - mmaction - INFO - Epoch [124][560/627] lr: 6.000e-03, eta: 5:07:59, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.6806, top5_acc: 0.8564, loss_cls: 1.3458, loss: 1.3458, grad_norm: 3.2963 2020-09-12 09:46:03,694 - mmaction - INFO - Epoch [124][580/627] lr: 6.000e-03, eta: 5:07:37, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.6794, top5_acc: 0.8526, loss_cls: 1.3613, loss: 1.3613, grad_norm: 3.3485 2020-09-12 09:46:26,004 - mmaction - INFO - Epoch [124][600/627] lr: 6.000e-03, eta: 5:07:14, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.6794, top5_acc: 0.8566, loss_cls: 1.3350, loss: 1.3350, grad_norm: 3.3539 2020-09-12 09:46:48,246 - mmaction - INFO - Epoch [124][620/627] lr: 6.000e-03, eta: 5:06:51, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.6743, top5_acc: 0.8527, loss_cls: 1.3572, loss: 1.3572, grad_norm: 3.3549 2020-09-12 09:47:28,329 - mmaction - INFO - Epoch [125][20/627] lr: 6.000e-03, eta: 5:06:22, time: 1.687, data_time: 0.422, memory: 8471, top1_acc: 0.6792, top5_acc: 0.8527, loss_cls: 1.3606, loss: 1.3606, grad_norm: 3.2884 2020-09-12 09:47:50,568 - mmaction - INFO - Epoch [125][40/627] lr: 6.000e-03, eta: 5:05:59, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.6794, top5_acc: 0.8492, loss_cls: 1.3796, loss: 1.3796, grad_norm: 3.3427 2020-09-12 09:48:12,768 - mmaction - INFO - Epoch [125][60/627] lr: 6.000e-03, eta: 5:05:36, time: 1.101, data_time: 0.004, memory: 8471, top1_acc: 0.6911, top5_acc: 0.8582, loss_cls: 1.3136, loss: 1.3136, grad_norm: 3.2698 2020-09-12 09:48:35,116 - mmaction - INFO - Epoch [125][80/627] lr: 6.000e-03, eta: 5:05:14, time: 1.124, data_time: 0.016, memory: 8471, top1_acc: 0.6827, top5_acc: 0.8544, loss_cls: 1.3308, loss: 1.3308, grad_norm: 3.2697 2020-09-12 09:48:57,493 - mmaction - INFO - Epoch [125][100/627] lr: 6.000e-03, eta: 5:04:51, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.6811, top5_acc: 0.8560, loss_cls: 1.3410, loss: 1.3410, grad_norm: 3.3234 2020-09-12 09:49:19,719 - mmaction - INFO - Epoch [125][120/627] lr: 6.000e-03, eta: 5:04:28, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6805, top5_acc: 0.8517, loss_cls: 1.3545, loss: 1.3545, grad_norm: 3.3707 2020-09-12 09:49:42,028 - mmaction - INFO - Epoch [125][140/627] lr: 6.000e-03, eta: 5:04:06, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3488, loss: 1.3488, grad_norm: 3.3177 2020-09-12 09:50:04,169 - mmaction - INFO - Epoch [125][160/627] lr: 6.000e-03, eta: 5:03:43, time: 1.106, data_time: 0.002, memory: 8471, top1_acc: 0.6891, top5_acc: 0.8598, loss_cls: 1.3098, loss: 1.3098, grad_norm: 3.2779 2020-09-12 09:50:26,512 - mmaction - INFO - Epoch [125][180/627] lr: 6.000e-03, eta: 5:03:20, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6702, top5_acc: 0.8583, loss_cls: 1.3685, loss: 1.3685, grad_norm: 3.3469 2020-09-12 09:50:48,902 - mmaction - INFO - Epoch [125][200/627] lr: 6.000e-03, eta: 5:02:58, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.6802, top5_acc: 0.8615, loss_cls: 1.3357, loss: 1.3357, grad_norm: 3.3483 2020-09-12 09:51:11,275 - mmaction - INFO - Epoch [125][220/627] lr: 6.000e-03, eta: 5:02:35, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6710, top5_acc: 0.8507, loss_cls: 1.3757, loss: 1.3757, grad_norm: 3.3483 2020-09-12 09:51:33,549 - mmaction - INFO - Epoch [125][240/627] lr: 6.000e-03, eta: 5:02:13, time: 1.121, data_time: 0.025, memory: 8471, top1_acc: 0.6783, top5_acc: 0.8559, loss_cls: 1.3377, loss: 1.3377, grad_norm: 3.3141 2020-09-12 09:51:55,861 - mmaction - INFO - Epoch [125][260/627] lr: 6.000e-03, eta: 5:01:50, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.6792, top5_acc: 0.8534, loss_cls: 1.3368, loss: 1.3368, grad_norm: 3.3369 2020-09-12 09:52:18,151 - mmaction - INFO - Epoch [125][280/627] lr: 6.000e-03, eta: 5:01:27, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.6771, top5_acc: 0.8549, loss_cls: 1.3574, loss: 1.3574, grad_norm: 3.3855 2020-09-12 09:52:40,494 - mmaction - INFO - Epoch [125][300/627] lr: 6.000e-03, eta: 5:01:05, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.6786, top5_acc: 0.8566, loss_cls: 1.3430, loss: 1.3430, grad_norm: 3.3112 2020-09-12 09:53:02,763 - mmaction - INFO - Epoch [125][320/627] lr: 6.000e-03, eta: 5:00:42, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6792, top5_acc: 0.8542, loss_cls: 1.3425, loss: 1.3425, grad_norm: 3.3268 2020-09-12 09:53:25,094 - mmaction - INFO - Epoch [125][340/627] lr: 6.000e-03, eta: 5:00:19, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6763, top5_acc: 0.8531, loss_cls: 1.3433, loss: 1.3433, grad_norm: 3.3477 2020-09-12 09:53:47,401 - mmaction - INFO - Epoch [125][360/627] lr: 6.000e-03, eta: 4:59:57, time: 1.127, data_time: 0.019, memory: 8471, top1_acc: 0.6753, top5_acc: 0.8540, loss_cls: 1.3589, loss: 1.3589, grad_norm: 3.3608 2020-09-12 09:54:09,712 - mmaction - INFO - Epoch [125][380/627] lr: 6.000e-03, eta: 4:59:34, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.6824, top5_acc: 0.8538, loss_cls: 1.3443, loss: 1.3443, grad_norm: 3.3688 2020-09-12 09:54:32,014 - mmaction - INFO - Epoch [125][400/627] lr: 6.000e-03, eta: 4:59:11, time: 1.113, data_time: 0.004, memory: 8471, top1_acc: 0.6755, top5_acc: 0.8514, loss_cls: 1.3752, loss: 1.3752, grad_norm: 3.4141 2020-09-12 09:54:54,284 - mmaction - INFO - Epoch [125][420/627] lr: 6.000e-03, eta: 4:58:49, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.6772, top5_acc: 0.8568, loss_cls: 1.3316, loss: 1.3316, grad_norm: 3.3658 2020-09-12 09:55:16,577 - mmaction - INFO - Epoch [125][440/627] lr: 6.000e-03, eta: 4:58:26, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6727, top5_acc: 0.8495, loss_cls: 1.3565, loss: 1.3565, grad_norm: 3.3897 2020-09-12 09:55:38,827 - mmaction - INFO - Epoch [125][460/627] lr: 6.000e-03, eta: 4:58:04, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6805, top5_acc: 0.8600, loss_cls: 1.3208, loss: 1.3208, grad_norm: 3.3271 2020-09-12 09:56:01,017 - mmaction - INFO - Epoch [125][480/627] lr: 6.000e-03, eta: 4:57:41, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6868, top5_acc: 0.8603, loss_cls: 1.3277, loss: 1.3277, grad_norm: 3.2892 2020-09-12 09:56:23,269 - mmaction - INFO - Epoch [125][500/627] lr: 6.000e-03, eta: 4:57:18, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.6803, top5_acc: 0.8531, loss_cls: 1.3512, loss: 1.3512, grad_norm: 3.3818 2020-09-12 09:56:45,501 - mmaction - INFO - Epoch [125][520/627] lr: 6.000e-03, eta: 4:56:56, time: 1.116, data_time: 0.016, memory: 8471, top1_acc: 0.6793, top5_acc: 0.8523, loss_cls: 1.3655, loss: 1.3655, grad_norm: 3.3816 2020-09-12 09:57:07,811 - mmaction - INFO - Epoch [125][540/627] lr: 6.000e-03, eta: 4:56:33, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.6763, top5_acc: 0.8543, loss_cls: 1.3634, loss: 1.3634, grad_norm: 3.3661 2020-09-12 09:57:30,060 - mmaction - INFO - Epoch [125][560/627] lr: 6.000e-03, eta: 4:56:10, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6767, top5_acc: 0.8573, loss_cls: 1.3489, loss: 1.3489, grad_norm: 3.3383 2020-09-12 09:57:52,270 - mmaction - INFO - Epoch [125][580/627] lr: 6.000e-03, eta: 4:55:48, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.6816, top5_acc: 0.8535, loss_cls: 1.3573, loss: 1.3573, grad_norm: 3.3811 2020-09-12 09:58:14,596 - mmaction - INFO - Epoch [125][600/627] lr: 6.000e-03, eta: 4:55:25, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.6764, top5_acc: 0.8555, loss_cls: 1.3377, loss: 1.3377, grad_norm: 3.3262 2020-09-12 09:58:36,782 - mmaction - INFO - Epoch [125][620/627] lr: 6.000e-03, eta: 4:55:02, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.6716, top5_acc: 0.8530, loss_cls: 1.3614, loss: 1.3614, grad_norm: 3.3800 2020-09-12 09:58:42,987 - mmaction - INFO - Saving checkpoint at 125 epochs 2020-09-12 09:59:17,379 - mmaction - INFO - Epoch [126][20/627] lr: 6.000e-03, eta: 4:54:32, time: 1.662, data_time: 0.473, memory: 8471, top1_acc: 0.6822, top5_acc: 0.8592, loss_cls: 1.3215, loss: 1.3215, grad_norm: 3.3159 2020-09-12 09:59:39,787 - mmaction - INFO - Epoch [126][40/627] lr: 6.000e-03, eta: 4:54:10, time: 1.121, data_time: 0.008, memory: 8471, top1_acc: 0.6802, top5_acc: 0.8529, loss_cls: 1.3541, loss: 1.3541, grad_norm: 3.3500 2020-09-12 10:00:02,054 - mmaction - INFO - Epoch [126][60/627] lr: 6.000e-03, eta: 4:53:47, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6815, top5_acc: 0.8559, loss_cls: 1.3545, loss: 1.3545, grad_norm: 3.3839 2020-09-12 10:00:24,517 - mmaction - INFO - Epoch [126][80/627] lr: 6.000e-03, eta: 4:53:25, time: 1.123, data_time: 0.004, memory: 8471, top1_acc: 0.6753, top5_acc: 0.8576, loss_cls: 1.3514, loss: 1.3514, grad_norm: 3.3509 2020-09-12 10:00:46,727 - mmaction - INFO - Epoch [126][100/627] lr: 6.000e-03, eta: 4:53:02, time: 1.104, data_time: 0.007, memory: 8471, top1_acc: 0.6854, top5_acc: 0.8590, loss_cls: 1.3248, loss: 1.3248, grad_norm: 3.3161 2020-09-12 10:01:08,919 - mmaction - INFO - Epoch [126][120/627] lr: 6.000e-03, eta: 4:52:39, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.6785, top5_acc: 0.8527, loss_cls: 1.3526, loss: 1.3526, grad_norm: 3.3800 2020-09-12 10:01:31,193 - mmaction - INFO - Epoch [126][140/627] lr: 6.000e-03, eta: 4:52:17, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6814, top5_acc: 0.8531, loss_cls: 1.3511, loss: 1.3511, grad_norm: 3.3743 2020-09-12 10:01:53,550 - mmaction - INFO - Epoch [126][160/627] lr: 6.000e-03, eta: 4:51:54, time: 1.117, data_time: 0.003, memory: 8471, top1_acc: 0.6789, top5_acc: 0.8612, loss_cls: 1.3360, loss: 1.3360, grad_norm: 3.4024 2020-09-12 10:02:15,752 - mmaction - INFO - Epoch [126][180/627] lr: 6.000e-03, eta: 4:51:31, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.6789, top5_acc: 0.8499, loss_cls: 1.3607, loss: 1.3607, grad_norm: 3.3793 2020-09-12 10:02:38,041 - mmaction - INFO - Epoch [126][200/627] lr: 6.000e-03, eta: 4:51:09, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.6729, top5_acc: 0.8542, loss_cls: 1.3573, loss: 1.3573, grad_norm: 3.3581 2020-09-12 10:03:00,298 - mmaction - INFO - Epoch [126][220/627] lr: 6.000e-03, eta: 4:50:46, time: 1.122, data_time: 0.015, memory: 8471, top1_acc: 0.6784, top5_acc: 0.8560, loss_cls: 1.3327, loss: 1.3327, grad_norm: 3.3418 2020-09-12 10:03:22,585 - mmaction - INFO - Epoch [126][240/627] lr: 6.000e-03, eta: 4:50:24, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6827, top5_acc: 0.8553, loss_cls: 1.3348, loss: 1.3348, grad_norm: 3.3596 2020-09-12 10:03:45,013 - mmaction - INFO - Epoch [126][260/627] lr: 6.000e-03, eta: 4:50:01, time: 1.122, data_time: 0.008, memory: 8471, top1_acc: 0.6694, top5_acc: 0.8543, loss_cls: 1.3589, loss: 1.3589, grad_norm: 3.3900 2020-09-12 10:04:07,330 - mmaction - INFO - Epoch [126][280/627] lr: 6.000e-03, eta: 4:49:38, time: 1.118, data_time: 0.004, memory: 8471, top1_acc: 0.6730, top5_acc: 0.8499, loss_cls: 1.3739, loss: 1.3739, grad_norm: 3.4008 2020-09-12 10:04:29,694 - mmaction - INFO - Epoch [126][300/627] lr: 6.000e-03, eta: 4:49:16, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.6853, top5_acc: 0.8556, loss_cls: 1.3390, loss: 1.3390, grad_norm: 3.3559 2020-09-12 10:04:52,005 - mmaction - INFO - Epoch [126][320/627] lr: 6.000e-03, eta: 4:48:53, time: 1.115, data_time: 0.014, memory: 8471, top1_acc: 0.6954, top5_acc: 0.8632, loss_cls: 1.2894, loss: 1.2894, grad_norm: 3.3132 2020-09-12 10:05:14,261 - mmaction - INFO - Epoch [126][340/627] lr: 6.000e-03, eta: 4:48:30, time: 1.124, data_time: 0.017, memory: 8471, top1_acc: 0.6763, top5_acc: 0.8592, loss_cls: 1.3487, loss: 1.3487, grad_norm: 3.4278 2020-09-12 10:05:36,534 - mmaction - INFO - Epoch [126][360/627] lr: 6.000e-03, eta: 4:48:08, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.6767, top5_acc: 0.8576, loss_cls: 1.3429, loss: 1.3429, grad_norm: 3.3850 2020-09-12 10:05:58,814 - mmaction - INFO - Epoch [126][380/627] lr: 6.000e-03, eta: 4:47:45, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.6820, top5_acc: 0.8533, loss_cls: 1.3552, loss: 1.3552, grad_norm: 3.3729 2020-09-12 10:06:21,043 - mmaction - INFO - Epoch [126][400/627] lr: 6.000e-03, eta: 4:47:22, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6862, top5_acc: 0.8605, loss_cls: 1.2982, loss: 1.2982, grad_norm: 3.2860 2020-09-12 10:06:43,238 - mmaction - INFO - Epoch [126][420/627] lr: 6.000e-03, eta: 4:47:00, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.6827, top5_acc: 0.8533, loss_cls: 1.3518, loss: 1.3518, grad_norm: 3.4115 2020-09-12 10:07:05,485 - mmaction - INFO - Epoch [126][440/627] lr: 6.000e-03, eta: 4:46:37, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6734, top5_acc: 0.8507, loss_cls: 1.3700, loss: 1.3700, grad_norm: 3.4226 2020-09-12 10:07:27,895 - mmaction - INFO - Epoch [126][460/627] lr: 6.000e-03, eta: 4:46:15, time: 1.125, data_time: 0.016, memory: 8471, top1_acc: 0.6852, top5_acc: 0.8513, loss_cls: 1.3511, loss: 1.3511, grad_norm: 3.3791 2020-09-12 10:07:50,260 - mmaction - INFO - Epoch [126][480/627] lr: 6.000e-03, eta: 4:45:52, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.6844, top5_acc: 0.8577, loss_cls: 1.3318, loss: 1.3318, grad_norm: 3.3634 2020-09-12 10:08:12,614 - mmaction - INFO - Epoch [126][500/627] lr: 6.000e-03, eta: 4:45:29, time: 1.125, data_time: 0.017, memory: 8471, top1_acc: 0.6734, top5_acc: 0.8529, loss_cls: 1.3605, loss: 1.3605, grad_norm: 3.3970 2020-09-12 10:08:34,992 - mmaction - INFO - Epoch [126][520/627] lr: 6.000e-03, eta: 4:45:07, time: 1.121, data_time: 0.009, memory: 8471, top1_acc: 0.6770, top5_acc: 0.8583, loss_cls: 1.3546, loss: 1.3546, grad_norm: 3.3968 2020-09-12 10:08:57,259 - mmaction - INFO - Epoch [126][540/627] lr: 6.000e-03, eta: 4:44:44, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6802, top5_acc: 0.8555, loss_cls: 1.3333, loss: 1.3333, grad_norm: 3.3621 2020-09-12 10:09:19,565 - mmaction - INFO - Epoch [126][560/627] lr: 6.000e-03, eta: 4:44:21, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.6798, top5_acc: 0.8487, loss_cls: 1.3596, loss: 1.3596, grad_norm: 3.3802 2020-09-12 10:09:41,827 - mmaction - INFO - Epoch [126][580/627] lr: 6.000e-03, eta: 4:43:59, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6766, top5_acc: 0.8483, loss_cls: 1.3704, loss: 1.3704, grad_norm: 3.3980 2020-09-12 10:10:04,038 - mmaction - INFO - Epoch [126][600/627] lr: 6.000e-03, eta: 4:43:36, time: 1.102, data_time: 0.007, memory: 8471, top1_acc: 0.6751, top5_acc: 0.8514, loss_cls: 1.3576, loss: 1.3576, grad_norm: 3.4149 2020-09-12 10:10:26,357 - mmaction - INFO - Epoch [126][620/627] lr: 6.000e-03, eta: 4:43:14, time: 1.124, data_time: 0.017, memory: 8471, top1_acc: 0.6858, top5_acc: 0.8628, loss_cls: 1.3148, loss: 1.3148, grad_norm: 3.3863 2020-09-12 10:11:35,350 - mmaction - INFO - Epoch [127][20/627] lr: 6.000e-03, eta: 4:42:47, time: 2.490, data_time: 1.323, memory: 8471, top1_acc: 0.6747, top5_acc: 0.8573, loss_cls: 1.3500, loss: 1.3500, grad_norm: 3.3830 2020-09-12 10:11:57,426 - mmaction - INFO - Epoch [127][40/627] lr: 6.000e-03, eta: 4:42:24, time: 1.113, data_time: 0.013, memory: 8471, top1_acc: 0.6891, top5_acc: 0.8568, loss_cls: 1.3095, loss: 1.3095, grad_norm: 3.3415 2020-09-12 10:12:19,659 - mmaction - INFO - Epoch [127][60/627] lr: 6.000e-03, eta: 4:42:01, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.6783, top5_acc: 0.8493, loss_cls: 1.3648, loss: 1.3648, grad_norm: 3.3639 2020-09-12 10:12:41,845 - mmaction - INFO - Epoch [127][80/627] lr: 6.000e-03, eta: 4:41:39, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.6861, top5_acc: 0.8560, loss_cls: 1.3360, loss: 1.3360, grad_norm: 3.3576 2020-09-12 10:13:04,150 - mmaction - INFO - Epoch [127][100/627] lr: 6.000e-03, eta: 4:41:16, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.6763, top5_acc: 0.8570, loss_cls: 1.3411, loss: 1.3411, grad_norm: 3.4075 2020-09-12 10:13:26,469 - mmaction - INFO - Epoch [127][120/627] lr: 6.000e-03, eta: 4:40:53, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.6832, top5_acc: 0.8576, loss_cls: 1.3325, loss: 1.3325, grad_norm: 3.3810 2020-09-12 10:13:48,658 - mmaction - INFO - Epoch [127][140/627] lr: 6.000e-03, eta: 4:40:31, time: 1.113, data_time: 0.021, memory: 8471, top1_acc: 0.6762, top5_acc: 0.8529, loss_cls: 1.3442, loss: 1.3442, grad_norm: 3.3876 2020-09-12 10:14:10,792 - mmaction - INFO - Epoch [127][160/627] lr: 6.000e-03, eta: 4:40:08, time: 1.113, data_time: 0.014, memory: 8471, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.3120, loss: 1.3120, grad_norm: 3.3237 2020-09-12 10:14:33,070 - mmaction - INFO - Epoch [127][180/627] lr: 6.000e-03, eta: 4:39:46, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6757, top5_acc: 0.8526, loss_cls: 1.3410, loss: 1.3410, grad_norm: 3.4238 2020-09-12 10:14:55,347 - mmaction - INFO - Epoch [127][200/627] lr: 6.000e-03, eta: 4:39:23, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6882, top5_acc: 0.8570, loss_cls: 1.3305, loss: 1.3305, grad_norm: 3.3678 2020-09-12 10:15:17,510 - mmaction - INFO - Epoch [127][220/627] lr: 6.000e-03, eta: 4:39:00, time: 1.114, data_time: 0.016, memory: 8471, top1_acc: 0.6833, top5_acc: 0.8561, loss_cls: 1.3274, loss: 1.3274, grad_norm: 3.4286 2020-09-12 10:15:39,892 - mmaction - INFO - Epoch [127][240/627] lr: 6.000e-03, eta: 4:38:38, time: 1.118, data_time: 0.005, memory: 8471, top1_acc: 0.6874, top5_acc: 0.8591, loss_cls: 1.3327, loss: 1.3327, grad_norm: 3.3892 2020-09-12 10:16:02,266 - mmaction - INFO - Epoch [127][260/627] lr: 6.000e-03, eta: 4:38:15, time: 1.120, data_time: 0.006, memory: 8471, top1_acc: 0.6827, top5_acc: 0.8555, loss_cls: 1.3497, loss: 1.3497, grad_norm: 3.3978 2020-09-12 10:16:24,547 - mmaction - INFO - Epoch [127][280/627] lr: 6.000e-03, eta: 4:37:52, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.6832, top5_acc: 0.8557, loss_cls: 1.3552, loss: 1.3552, grad_norm: 3.3697 2020-09-12 10:16:46,743 - mmaction - INFO - Epoch [127][300/627] lr: 6.000e-03, eta: 4:37:30, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6917, top5_acc: 0.8581, loss_cls: 1.3276, loss: 1.3276, grad_norm: 3.3816 2020-09-12 10:17:09,031 - mmaction - INFO - Epoch [127][320/627] lr: 6.000e-03, eta: 4:37:07, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.6902, top5_acc: 0.8611, loss_cls: 1.3210, loss: 1.3210, grad_norm: 3.3845 2020-09-12 10:17:31,239 - mmaction - INFO - Epoch [127][340/627] lr: 6.000e-03, eta: 4:36:44, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6749, top5_acc: 0.8520, loss_cls: 1.3629, loss: 1.3629, grad_norm: 3.4662 2020-09-12 10:17:53,387 - mmaction - INFO - Epoch [127][360/627] lr: 6.000e-03, eta: 4:36:22, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.6772, top5_acc: 0.8540, loss_cls: 1.3493, loss: 1.3493, grad_norm: 3.4188 2020-09-12 10:18:15,616 - mmaction - INFO - Epoch [127][380/627] lr: 6.000e-03, eta: 4:35:59, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.6824, top5_acc: 0.8553, loss_cls: 1.3204, loss: 1.3204, grad_norm: 3.3796 2020-09-12 10:18:37,907 - mmaction - INFO - Epoch [127][400/627] lr: 6.000e-03, eta: 4:35:37, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.6779, top5_acc: 0.8490, loss_cls: 1.3618, loss: 1.3618, grad_norm: 3.3972 2020-09-12 10:19:00,239 - mmaction - INFO - Epoch [127][420/627] lr: 6.000e-03, eta: 4:35:14, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.6766, top5_acc: 0.8504, loss_cls: 1.3495, loss: 1.3495, grad_norm: 3.4148 2020-09-12 10:19:22,524 - mmaction - INFO - Epoch [127][440/627] lr: 6.000e-03, eta: 4:34:51, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6793, top5_acc: 0.8526, loss_cls: 1.3403, loss: 1.3403, grad_norm: 3.4030 2020-09-12 10:19:44,821 - mmaction - INFO - Epoch [127][460/627] lr: 6.000e-03, eta: 4:34:29, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.6848, top5_acc: 0.8587, loss_cls: 1.3142, loss: 1.3142, grad_norm: 3.3928 2020-09-12 10:20:07,021 - mmaction - INFO - Epoch [127][480/627] lr: 6.000e-03, eta: 4:34:06, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6794, top5_acc: 0.8539, loss_cls: 1.3581, loss: 1.3581, grad_norm: 3.4075 2020-09-12 10:20:29,288 - mmaction - INFO - Epoch [127][500/627] lr: 6.000e-03, eta: 4:33:43, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.6715, top5_acc: 0.8482, loss_cls: 1.3849, loss: 1.3849, grad_norm: 3.4442 2020-09-12 10:20:51,513 - mmaction - INFO - Epoch [127][520/627] lr: 6.000e-03, eta: 4:33:21, time: 1.117, data_time: 0.019, memory: 8471, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3306, loss: 1.3306, grad_norm: 3.3713 2020-09-12 10:21:13,725 - mmaction - INFO - Epoch [127][540/627] lr: 6.000e-03, eta: 4:32:58, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6767, top5_acc: 0.8551, loss_cls: 1.3530, loss: 1.3530, grad_norm: 3.3975 2020-09-12 10:21:36,035 - mmaction - INFO - Epoch [127][560/627] lr: 6.000e-03, eta: 4:32:35, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6704, top5_acc: 0.8544, loss_cls: 1.3399, loss: 1.3399, grad_norm: 3.3987 2020-09-12 10:21:58,350 - mmaction - INFO - Epoch [127][580/627] lr: 6.000e-03, eta: 4:32:13, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.6831, top5_acc: 0.8565, loss_cls: 1.3608, loss: 1.3608, grad_norm: 3.3985 2020-09-12 10:22:20,545 - mmaction - INFO - Epoch [127][600/627] lr: 6.000e-03, eta: 4:31:50, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6819, top5_acc: 0.8531, loss_cls: 1.3422, loss: 1.3422, grad_norm: 3.3961 2020-09-12 10:22:42,713 - mmaction - INFO - Epoch [127][620/627] lr: 6.000e-03, eta: 4:31:28, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.6835, top5_acc: 0.8551, loss_cls: 1.3415, loss: 1.3415, grad_norm: 3.3594 2020-09-12 10:23:23,123 - mmaction - INFO - Epoch [128][20/627] lr: 6.000e-03, eta: 4:30:58, time: 1.707, data_time: 0.548, memory: 8471, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3336, loss: 1.3336, grad_norm: 3.3374 2020-09-12 10:23:45,359 - mmaction - INFO - Epoch [128][40/627] lr: 6.000e-03, eta: 4:30:35, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6836, top5_acc: 0.8577, loss_cls: 1.3272, loss: 1.3272, grad_norm: 3.4092 2020-09-12 10:24:07,760 - mmaction - INFO - Epoch [128][60/627] lr: 6.000e-03, eta: 4:30:12, time: 1.124, data_time: 0.011, memory: 8471, top1_acc: 0.6828, top5_acc: 0.8497, loss_cls: 1.3462, loss: 1.3462, grad_norm: 3.3661 2020-09-12 10:24:30,017 - mmaction - INFO - Epoch [128][80/627] lr: 6.000e-03, eta: 4:29:50, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6764, top5_acc: 0.8530, loss_cls: 1.3535, loss: 1.3535, grad_norm: 3.4316 2020-09-12 10:24:52,287 - mmaction - INFO - Epoch [128][100/627] lr: 6.000e-03, eta: 4:29:27, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.6772, top5_acc: 0.8546, loss_cls: 1.3425, loss: 1.3425, grad_norm: 3.3968 2020-09-12 10:25:14,557 - mmaction - INFO - Epoch [128][120/627] lr: 6.000e-03, eta: 4:29:05, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6849, top5_acc: 0.8560, loss_cls: 1.3152, loss: 1.3152, grad_norm: 3.3359 2020-09-12 10:25:36,757 - mmaction - INFO - Epoch [128][140/627] lr: 6.000e-03, eta: 4:28:42, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.6833, top5_acc: 0.8622, loss_cls: 1.3071, loss: 1.3071, grad_norm: 3.3857 2020-09-12 10:25:59,075 - mmaction - INFO - Epoch [128][160/627] lr: 6.000e-03, eta: 4:28:19, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.6745, top5_acc: 0.8632, loss_cls: 1.3352, loss: 1.3352, grad_norm: 3.4343 2020-09-12 10:26:21,363 - mmaction - INFO - Epoch [128][180/627] lr: 6.000e-03, eta: 4:27:57, time: 1.108, data_time: 0.010, memory: 8471, top1_acc: 0.6831, top5_acc: 0.8521, loss_cls: 1.3161, loss: 1.3161, grad_norm: 3.3024 2020-09-12 10:26:43,635 - mmaction - INFO - Epoch [128][200/627] lr: 6.000e-03, eta: 4:27:34, time: 1.121, data_time: 0.011, memory: 8471, top1_acc: 0.6859, top5_acc: 0.8583, loss_cls: 1.3126, loss: 1.3126, grad_norm: 3.3981 2020-09-12 10:27:05,894 - mmaction - INFO - Epoch [128][220/627] lr: 6.000e-03, eta: 4:27:11, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6895, top5_acc: 0.8620, loss_cls: 1.3018, loss: 1.3018, grad_norm: 3.3576 2020-09-12 10:27:28,269 - mmaction - INFO - Epoch [128][240/627] lr: 6.000e-03, eta: 4:26:49, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.6745, top5_acc: 0.8555, loss_cls: 1.3605, loss: 1.3605, grad_norm: 3.4921 2020-09-12 10:27:50,517 - mmaction - INFO - Epoch [128][260/627] lr: 6.000e-03, eta: 4:26:26, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6764, top5_acc: 0.8574, loss_cls: 1.3511, loss: 1.3511, grad_norm: 3.3937 2020-09-12 10:28:12,753 - mmaction - INFO - Epoch [128][280/627] lr: 6.000e-03, eta: 4:26:03, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6882, top5_acc: 0.8566, loss_cls: 1.3027, loss: 1.3027, grad_norm: 3.3359 2020-09-12 10:28:34,990 - mmaction - INFO - Epoch [128][300/627] lr: 6.000e-03, eta: 4:25:41, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6827, top5_acc: 0.8546, loss_cls: 1.3331, loss: 1.3331, grad_norm: 3.4311 2020-09-12 10:28:57,220 - mmaction - INFO - Epoch [128][320/627] lr: 6.000e-03, eta: 4:25:18, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6820, top5_acc: 0.8573, loss_cls: 1.3430, loss: 1.3430, grad_norm: 3.4158 2020-09-12 10:29:19,484 - mmaction - INFO - Epoch [128][340/627] lr: 6.000e-03, eta: 4:24:56, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6823, top5_acc: 0.8556, loss_cls: 1.3245, loss: 1.3245, grad_norm: 3.4366 2020-09-12 10:29:41,698 - mmaction - INFO - Epoch [128][360/627] lr: 6.000e-03, eta: 4:24:33, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.6902, top5_acc: 0.8630, loss_cls: 1.3028, loss: 1.3028, grad_norm: 3.4161 2020-09-12 10:30:03,983 - mmaction - INFO - Epoch [128][380/627] lr: 6.000e-03, eta: 4:24:10, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6784, top5_acc: 0.8544, loss_cls: 1.3271, loss: 1.3271, grad_norm: 3.4233 2020-09-12 10:30:26,173 - mmaction - INFO - Epoch [128][400/627] lr: 6.000e-03, eta: 4:23:48, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.6810, top5_acc: 0.8499, loss_cls: 1.3586, loss: 1.3586, grad_norm: 3.4626 2020-09-12 10:30:48,500 - mmaction - INFO - Epoch [128][420/627] lr: 6.000e-03, eta: 4:23:25, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.6737, top5_acc: 0.8499, loss_cls: 1.3818, loss: 1.3818, grad_norm: 3.4325 2020-09-12 10:31:10,742 - mmaction - INFO - Epoch [128][440/627] lr: 6.000e-03, eta: 4:23:02, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.6775, top5_acc: 0.8526, loss_cls: 1.3650, loss: 1.3650, grad_norm: 3.4476 2020-09-12 10:31:33,125 - mmaction - INFO - Epoch [128][460/627] lr: 6.000e-03, eta: 4:22:40, time: 1.122, data_time: 0.012, memory: 8471, top1_acc: 0.6922, top5_acc: 0.8611, loss_cls: 1.3090, loss: 1.3090, grad_norm: 3.3683 2020-09-12 10:31:55,279 - mmaction - INFO - Epoch [128][480/627] lr: 6.000e-03, eta: 4:22:17, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.6870, top5_acc: 0.8620, loss_cls: 1.3141, loss: 1.3141, grad_norm: 3.4374 2020-09-12 10:32:17,593 - mmaction - INFO - Epoch [128][500/627] lr: 6.000e-03, eta: 4:21:54, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6807, top5_acc: 0.8521, loss_cls: 1.3508, loss: 1.3508, grad_norm: 3.4666 2020-09-12 10:32:39,869 - mmaction - INFO - Epoch [128][520/627] lr: 6.000e-03, eta: 4:21:32, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.6887, top5_acc: 0.8611, loss_cls: 1.3111, loss: 1.3111, grad_norm: 3.4173 2020-09-12 10:33:02,073 - mmaction - INFO - Epoch [128][540/627] lr: 6.000e-03, eta: 4:21:09, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6841, top5_acc: 0.8585, loss_cls: 1.3292, loss: 1.3292, grad_norm: 3.4580 2020-09-12 10:33:24,392 - mmaction - INFO - Epoch [128][560/627] lr: 6.000e-03, eta: 4:20:47, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6809, top5_acc: 0.8535, loss_cls: 1.3373, loss: 1.3373, grad_norm: 3.4582 2020-09-12 10:33:46,748 - mmaction - INFO - Epoch [128][580/627] lr: 6.000e-03, eta: 4:20:24, time: 1.124, data_time: 0.014, memory: 8471, top1_acc: 0.6870, top5_acc: 0.8595, loss_cls: 1.3153, loss: 1.3153, grad_norm: 3.3893 2020-09-12 10:34:08,966 - mmaction - INFO - Epoch [128][600/627] lr: 6.000e-03, eta: 4:20:01, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.6805, top5_acc: 0.8576, loss_cls: 1.3311, loss: 1.3311, grad_norm: 3.4428 2020-09-12 10:34:31,203 - mmaction - INFO - Epoch [128][620/627] lr: 6.000e-03, eta: 4:19:39, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6745, top5_acc: 0.8526, loss_cls: 1.3703, loss: 1.3703, grad_norm: 3.4511 2020-09-12 10:35:11,514 - mmaction - INFO - Epoch [129][20/627] lr: 6.000e-03, eta: 4:19:09, time: 1.696, data_time: 0.535, memory: 8471, top1_acc: 0.6848, top5_acc: 0.8605, loss_cls: 1.3117, loss: 1.3117, grad_norm: 3.4060 2020-09-12 10:35:33,782 - mmaction - INFO - Epoch [129][40/627] lr: 6.000e-03, eta: 4:18:46, time: 1.117, data_time: 0.017, memory: 8471, top1_acc: 0.6753, top5_acc: 0.8521, loss_cls: 1.3501, loss: 1.3501, grad_norm: 3.4515 2020-09-12 10:35:55,987 - mmaction - INFO - Epoch [129][60/627] lr: 6.000e-03, eta: 4:18:24, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.6841, top5_acc: 0.8600, loss_cls: 1.3224, loss: 1.3224, grad_norm: 3.4186 2020-09-12 10:36:18,250 - mmaction - INFO - Epoch [129][80/627] lr: 6.000e-03, eta: 4:18:01, time: 1.119, data_time: 0.016, memory: 8471, top1_acc: 0.6867, top5_acc: 0.8592, loss_cls: 1.3166, loss: 1.3166, grad_norm: 3.3752 2020-09-12 10:36:40,494 - mmaction - INFO - Epoch [129][100/627] lr: 6.000e-03, eta: 4:17:38, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.6868, top5_acc: 0.8656, loss_cls: 1.2961, loss: 1.2961, grad_norm: 3.4076 2020-09-12 10:37:02,741 - mmaction - INFO - Epoch [129][120/627] lr: 6.000e-03, eta: 4:17:16, time: 1.104, data_time: 0.004, memory: 8471, top1_acc: 0.6841, top5_acc: 0.8551, loss_cls: 1.3362, loss: 1.3362, grad_norm: 3.4962 2020-09-12 10:37:24,946 - mmaction - INFO - Epoch [129][140/627] lr: 6.000e-03, eta: 4:16:53, time: 1.113, data_time: 0.013, memory: 8471, top1_acc: 0.6833, top5_acc: 0.8579, loss_cls: 1.3217, loss: 1.3217, grad_norm: 3.4649 2020-09-12 10:37:47,204 - mmaction - INFO - Epoch [129][160/627] lr: 6.000e-03, eta: 4:16:30, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6835, top5_acc: 0.8579, loss_cls: 1.3137, loss: 1.3137, grad_norm: 3.4526 2020-09-12 10:38:09,477 - mmaction - INFO - Epoch [129][180/627] lr: 6.000e-03, eta: 4:16:08, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6870, top5_acc: 0.8607, loss_cls: 1.3091, loss: 1.3091, grad_norm: 3.4808 2020-09-12 10:38:31,805 - mmaction - INFO - Epoch [129][200/627] lr: 6.000e-03, eta: 4:15:45, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.6802, top5_acc: 0.8574, loss_cls: 1.3353, loss: 1.3353, grad_norm: 3.3981 2020-09-12 10:38:53,973 - mmaction - INFO - Epoch [129][220/627] lr: 6.000e-03, eta: 4:15:23, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.6853, top5_acc: 0.8617, loss_cls: 1.3077, loss: 1.3077, grad_norm: 3.3899 2020-09-12 10:39:16,230 - mmaction - INFO - Epoch [129][240/627] lr: 6.000e-03, eta: 4:15:00, time: 1.108, data_time: 0.015, memory: 8471, top1_acc: 0.6771, top5_acc: 0.8560, loss_cls: 1.3311, loss: 1.3311, grad_norm: 3.4310 2020-09-12 10:39:38,393 - mmaction - INFO - Epoch [129][260/627] lr: 6.000e-03, eta: 4:14:37, time: 1.113, data_time: 0.015, memory: 8471, top1_acc: 0.6844, top5_acc: 0.8576, loss_cls: 1.3231, loss: 1.3231, grad_norm: 3.4270 2020-09-12 10:40:00,636 - mmaction - INFO - Epoch [129][280/627] lr: 6.000e-03, eta: 4:14:15, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.6865, top5_acc: 0.8598, loss_cls: 1.3178, loss: 1.3178, grad_norm: 3.4891 2020-09-12 10:40:22,902 - mmaction - INFO - Epoch [129][300/627] lr: 6.000e-03, eta: 4:13:52, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6810, top5_acc: 0.8547, loss_cls: 1.3312, loss: 1.3312, grad_norm: 3.4380 2020-09-12 10:40:45,157 - mmaction - INFO - Epoch [129][320/627] lr: 6.000e-03, eta: 4:13:29, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.6809, top5_acc: 0.8616, loss_cls: 1.3299, loss: 1.3299, grad_norm: 3.4471 2020-09-12 10:41:07,300 - mmaction - INFO - Epoch [129][340/627] lr: 6.000e-03, eta: 4:13:07, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.6786, top5_acc: 0.8562, loss_cls: 1.3361, loss: 1.3361, grad_norm: 3.4650 2020-09-12 10:41:29,557 - mmaction - INFO - Epoch [129][360/627] lr: 6.000e-03, eta: 4:12:44, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.6781, top5_acc: 0.8522, loss_cls: 1.3524, loss: 1.3524, grad_norm: 3.5082 2020-09-12 10:41:51,779 - mmaction - INFO - Epoch [129][380/627] lr: 6.000e-03, eta: 4:12:21, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.6716, top5_acc: 0.8548, loss_cls: 1.3670, loss: 1.3670, grad_norm: 3.5136 2020-09-12 10:42:14,034 - mmaction - INFO - Epoch [129][400/627] lr: 6.000e-03, eta: 4:11:59, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6846, top5_acc: 0.8579, loss_cls: 1.3096, loss: 1.3096, grad_norm: 3.4520 2020-09-12 10:42:36,302 - mmaction - INFO - Epoch [129][420/627] lr: 6.000e-03, eta: 4:11:36, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6762, top5_acc: 0.8547, loss_cls: 1.3396, loss: 1.3396, grad_norm: 3.4564 2020-09-12 10:42:58,533 - mmaction - INFO - Epoch [129][440/627] lr: 6.000e-03, eta: 4:11:14, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.6819, top5_acc: 0.8565, loss_cls: 1.3293, loss: 1.3293, grad_norm: 3.4936 2020-09-12 10:43:20,851 - mmaction - INFO - Epoch [129][460/627] lr: 6.000e-03, eta: 4:10:51, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.6776, top5_acc: 0.8473, loss_cls: 1.3610, loss: 1.3610, grad_norm: 3.4971 2020-09-12 10:43:43,100 - mmaction - INFO - Epoch [129][480/627] lr: 6.000e-03, eta: 4:10:28, time: 1.114, data_time: 0.014, memory: 8471, top1_acc: 0.6763, top5_acc: 0.8523, loss_cls: 1.3573, loss: 1.3573, grad_norm: 3.4191 2020-09-12 10:44:05,288 - mmaction - INFO - Epoch [129][500/627] lr: 6.000e-03, eta: 4:10:06, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.6805, top5_acc: 0.8589, loss_cls: 1.3309, loss: 1.3309, grad_norm: 3.4382 2020-09-12 10:44:27,579 - mmaction - INFO - Epoch [129][520/627] lr: 6.000e-03, eta: 4:09:43, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.6728, top5_acc: 0.8533, loss_cls: 1.3605, loss: 1.3605, grad_norm: 3.4427 2020-09-12 10:44:49,881 - mmaction - INFO - Epoch [129][540/627] lr: 6.000e-03, eta: 4:09:20, time: 1.123, data_time: 0.011, memory: 8471, top1_acc: 0.6849, top5_acc: 0.8572, loss_cls: 1.3355, loss: 1.3355, grad_norm: 3.3895 2020-09-12 10:45:12,194 - mmaction - INFO - Epoch [129][560/627] lr: 6.000e-03, eta: 4:08:58, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.6719, top5_acc: 0.8479, loss_cls: 1.3897, loss: 1.3897, grad_norm: 3.5329 2020-09-12 10:45:34,428 - mmaction - INFO - Epoch [129][580/627] lr: 6.000e-03, eta: 4:08:35, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.6822, top5_acc: 0.8552, loss_cls: 1.3415, loss: 1.3415, grad_norm: 3.4182 2020-09-12 10:45:56,735 - mmaction - INFO - Epoch [129][600/627] lr: 6.000e-03, eta: 4:08:13, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.6750, top5_acc: 0.8479, loss_cls: 1.3768, loss: 1.3768, grad_norm: 3.4873 2020-09-12 10:46:19,018 - mmaction - INFO - Epoch [129][620/627] lr: 6.000e-03, eta: 4:07:50, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.6921, top5_acc: 0.8602, loss_cls: 1.2862, loss: 1.2862, grad_norm: 3.3628 2020-09-12 10:46:59,275 - mmaction - INFO - Epoch [130][20/627] lr: 6.000e-03, eta: 4:07:20, time: 1.699, data_time: 0.515, memory: 8471, top1_acc: 0.6854, top5_acc: 0.8561, loss_cls: 1.3221, loss: 1.3221, grad_norm: 3.4462 2020-09-12 10:47:21,517 - mmaction - INFO - Epoch [130][40/627] lr: 6.000e-03, eta: 4:06:57, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.6793, top5_acc: 0.8529, loss_cls: 1.3428, loss: 1.3428, grad_norm: 3.5005 2020-09-12 10:47:43,704 - mmaction - INFO - Epoch [130][60/627] lr: 6.000e-03, eta: 4:06:35, time: 1.103, data_time: 0.012, memory: 8471, top1_acc: 0.6889, top5_acc: 0.8609, loss_cls: 1.3039, loss: 1.3039, grad_norm: 3.4544 2020-09-12 10:48:06,005 - mmaction - INFO - Epoch [130][80/627] lr: 6.000e-03, eta: 4:06:12, time: 1.122, data_time: 0.019, memory: 8471, top1_acc: 0.6889, top5_acc: 0.8611, loss_cls: 1.3028, loss: 1.3028, grad_norm: 3.4245 2020-09-12 10:48:28,248 - mmaction - INFO - Epoch [130][100/627] lr: 6.000e-03, eta: 4:05:49, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.6919, top5_acc: 0.8609, loss_cls: 1.3058, loss: 1.3058, grad_norm: 3.4489 2020-09-12 10:48:50,477 - mmaction - INFO - Epoch [130][120/627] lr: 6.000e-03, eta: 4:05:27, time: 1.117, data_time: 0.019, memory: 8471, top1_acc: 0.6816, top5_acc: 0.8609, loss_cls: 1.3104, loss: 1.3104, grad_norm: 3.4687 2020-09-12 10:49:12,724 - mmaction - INFO - Epoch [130][140/627] lr: 6.000e-03, eta: 4:05:04, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.6878, top5_acc: 0.8608, loss_cls: 1.3027, loss: 1.3027, grad_norm: 3.4624 2020-09-12 10:49:34,933 - mmaction - INFO - Epoch [130][160/627] lr: 6.000e-03, eta: 4:04:42, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6706, top5_acc: 0.8508, loss_cls: 1.3652, loss: 1.3652, grad_norm: 3.5023 2020-09-12 10:49:57,213 - mmaction - INFO - Epoch [130][180/627] lr: 6.000e-03, eta: 4:04:19, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.6868, top5_acc: 0.8566, loss_cls: 1.3270, loss: 1.3270, grad_norm: 3.4244 2020-09-12 10:50:19,532 - mmaction - INFO - Epoch [130][200/627] lr: 6.000e-03, eta: 4:03:56, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.6865, top5_acc: 0.8607, loss_cls: 1.3140, loss: 1.3140, grad_norm: 3.4344 2020-09-12 10:50:41,861 - mmaction - INFO - Epoch [130][220/627] lr: 6.000e-03, eta: 4:03:34, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.6801, top5_acc: 0.8568, loss_cls: 1.3290, loss: 1.3290, grad_norm: 3.4565 2020-09-12 10:51:04,226 - mmaction - INFO - Epoch [130][240/627] lr: 6.000e-03, eta: 4:03:11, time: 1.120, data_time: 0.007, memory: 8471, top1_acc: 0.6887, top5_acc: 0.8574, loss_cls: 1.3044, loss: 1.3044, grad_norm: 3.4266 2020-09-12 10:51:26,474 - mmaction - INFO - Epoch [130][260/627] lr: 6.000e-03, eta: 4:02:48, time: 1.105, data_time: 0.003, memory: 8471, top1_acc: 0.6923, top5_acc: 0.8613, loss_cls: 1.2927, loss: 1.2927, grad_norm: 3.4194 2020-09-12 10:51:48,720 - mmaction - INFO - Epoch [130][280/627] lr: 6.000e-03, eta: 4:02:26, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.6848, top5_acc: 0.8617, loss_cls: 1.2978, loss: 1.2978, grad_norm: 3.4348 2020-09-12 10:52:11,014 - mmaction - INFO - Epoch [130][300/627] lr: 6.000e-03, eta: 4:02:03, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6859, top5_acc: 0.8566, loss_cls: 1.3206, loss: 1.3206, grad_norm: 3.4685 2020-09-12 10:52:33,237 - mmaction - INFO - Epoch [130][320/627] lr: 6.000e-03, eta: 4:01:41, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.6812, top5_acc: 0.8573, loss_cls: 1.3421, loss: 1.3421, grad_norm: 3.4916 2020-09-12 10:52:55,508 - mmaction - INFO - Epoch [130][340/627] lr: 6.000e-03, eta: 4:01:18, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.6810, top5_acc: 0.8581, loss_cls: 1.3227, loss: 1.3227, grad_norm: 3.4677 2020-09-12 10:53:17,844 - mmaction - INFO - Epoch [130][360/627] lr: 6.000e-03, eta: 4:00:55, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.6934, top5_acc: 0.8612, loss_cls: 1.3052, loss: 1.3052, grad_norm: 3.4625 2020-09-12 10:53:40,117 - mmaction - INFO - Epoch [130][380/627] lr: 6.000e-03, eta: 4:00:33, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6805, top5_acc: 0.8525, loss_cls: 1.3533, loss: 1.3533, grad_norm: 3.5155 2020-09-12 10:54:02,408 - mmaction - INFO - Epoch [130][400/627] lr: 6.000e-03, eta: 4:00:10, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.6883, top5_acc: 0.8533, loss_cls: 1.3406, loss: 1.3406, grad_norm: 3.4560 2020-09-12 10:54:24,702 - mmaction - INFO - Epoch [130][420/627] lr: 6.000e-03, eta: 3:59:48, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.6844, top5_acc: 0.8592, loss_cls: 1.3238, loss: 1.3238, grad_norm: 3.4621 2020-09-12 10:54:46,932 - mmaction - INFO - Epoch [130][440/627] lr: 6.000e-03, eta: 3:59:25, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6908, top5_acc: 0.8587, loss_cls: 1.3040, loss: 1.3040, grad_norm: 3.4208 2020-09-12 10:55:09,129 - mmaction - INFO - Epoch [130][460/627] lr: 6.000e-03, eta: 3:59:02, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6829, top5_acc: 0.8595, loss_cls: 1.3284, loss: 1.3284, grad_norm: 3.5078 2020-09-12 10:55:31,301 - mmaction - INFO - Epoch [130][480/627] lr: 6.000e-03, eta: 3:58:40, time: 1.103, data_time: 0.004, memory: 8471, top1_acc: 0.6908, top5_acc: 0.8616, loss_cls: 1.3010, loss: 1.3010, grad_norm: 3.4383 2020-09-12 10:55:53,538 - mmaction - INFO - Epoch [130][500/627] lr: 6.000e-03, eta: 3:58:17, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.6690, top5_acc: 0.8512, loss_cls: 1.3829, loss: 1.3829, grad_norm: 3.5370 2020-09-12 10:56:15,721 - mmaction - INFO - Epoch [130][520/627] lr: 6.000e-03, eta: 3:57:54, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6753, top5_acc: 0.8518, loss_cls: 1.3503, loss: 1.3503, grad_norm: 3.5016 2020-09-12 10:56:37,929 - mmaction - INFO - Epoch [130][540/627] lr: 6.000e-03, eta: 3:57:32, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.6775, top5_acc: 0.8559, loss_cls: 1.3273, loss: 1.3273, grad_norm: 3.4821 2020-09-12 10:57:00,238 - mmaction - INFO - Epoch [130][560/627] lr: 6.000e-03, eta: 3:57:09, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.6844, top5_acc: 0.8546, loss_cls: 1.3397, loss: 1.3397, grad_norm: 3.5364 2020-09-12 10:57:22,603 - mmaction - INFO - Epoch [130][580/627] lr: 6.000e-03, eta: 3:56:47, time: 1.117, data_time: 0.005, memory: 8471, top1_acc: 0.6874, top5_acc: 0.8604, loss_cls: 1.3102, loss: 1.3102, grad_norm: 3.5042 2020-09-12 10:57:44,935 - mmaction - INFO - Epoch [130][600/627] lr: 6.000e-03, eta: 3:56:24, time: 1.112, data_time: 0.003, memory: 8471, top1_acc: 0.6819, top5_acc: 0.8544, loss_cls: 1.3522, loss: 1.3522, grad_norm: 3.4941 2020-09-12 10:58:07,126 - mmaction - INFO - Epoch [130][620/627] lr: 6.000e-03, eta: 3:56:01, time: 1.103, data_time: 0.009, memory: 8471, top1_acc: 0.6829, top5_acc: 0.8536, loss_cls: 1.3345, loss: 1.3345, grad_norm: 3.4587 2020-09-12 10:58:13,305 - mmaction - INFO - Saving checkpoint at 130 epochs 2020-09-12 10:58:47,342 - mmaction - INFO - Epoch [131][20/627] lr: 6.000e-04, eta: 3:55:31, time: 1.651, data_time: 0.514, memory: 8471, top1_acc: 0.6932, top5_acc: 0.8587, loss_cls: 1.3007, loss: 1.3007, grad_norm: 3.3795 2020-09-12 10:59:09,576 - mmaction - INFO - Epoch [131][40/627] lr: 6.000e-04, eta: 3:55:09, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.6935, top5_acc: 0.8639, loss_cls: 1.2829, loss: 1.2829, grad_norm: 3.3889 2020-09-12 10:59:31,778 - mmaction - INFO - Epoch [131][60/627] lr: 6.000e-04, eta: 3:54:46, time: 1.106, data_time: 0.009, memory: 8471, top1_acc: 0.6853, top5_acc: 0.8589, loss_cls: 1.3146, loss: 1.3146, grad_norm: 3.4153 2020-09-12 10:59:53,991 - mmaction - INFO - Epoch [131][80/627] lr: 6.000e-04, eta: 3:54:23, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.6889, top5_acc: 0.8574, loss_cls: 1.3048, loss: 1.3048, grad_norm: 3.3584 2020-09-12 11:00:16,325 - mmaction - INFO - Epoch [131][100/627] lr: 6.000e-04, eta: 3:54:01, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3222, loss: 1.3222, grad_norm: 3.4211 2020-09-12 11:00:38,683 - mmaction - INFO - Epoch [131][120/627] lr: 6.000e-04, eta: 3:53:38, time: 1.119, data_time: 0.010, memory: 8471, top1_acc: 0.6846, top5_acc: 0.8555, loss_cls: 1.3206, loss: 1.3206, grad_norm: 3.4654 2020-09-12 11:01:01,002 - mmaction - INFO - Epoch [131][140/627] lr: 6.000e-04, eta: 3:53:15, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.7007, top5_acc: 0.8698, loss_cls: 1.2332, loss: 1.2332, grad_norm: 3.3384 2020-09-12 11:01:23,254 - mmaction - INFO - Epoch [131][160/627] lr: 6.000e-04, eta: 3:52:53, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.6956, top5_acc: 0.8600, loss_cls: 1.3101, loss: 1.3101, grad_norm: 3.3943 2020-09-12 11:01:45,468 - mmaction - INFO - Epoch [131][180/627] lr: 6.000e-04, eta: 3:52:30, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.6939, top5_acc: 0.8616, loss_cls: 1.2916, loss: 1.2916, grad_norm: 3.4170 2020-09-12 11:02:07,785 - mmaction - INFO - Epoch [131][200/627] lr: 6.000e-04, eta: 3:52:08, time: 1.114, data_time: 0.003, memory: 8471, top1_acc: 0.6978, top5_acc: 0.8661, loss_cls: 1.2673, loss: 1.2673, grad_norm: 3.3738 2020-09-12 11:02:30,051 - mmaction - INFO - Epoch [131][220/627] lr: 6.000e-04, eta: 3:51:45, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2600, loss: 1.2600, grad_norm: 3.3865 2020-09-12 11:02:52,295 - mmaction - INFO - Epoch [131][240/627] lr: 6.000e-04, eta: 3:51:22, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.6897, top5_acc: 0.8652, loss_cls: 1.2827, loss: 1.2827, grad_norm: 3.4108 2020-09-12 11:03:14,642 - mmaction - INFO - Epoch [131][260/627] lr: 6.000e-04, eta: 3:51:00, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.6941, top5_acc: 0.8609, loss_cls: 1.2927, loss: 1.2927, grad_norm: 3.4013 2020-09-12 11:03:36,866 - mmaction - INFO - Epoch [131][280/627] lr: 6.000e-04, eta: 3:50:37, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.6902, top5_acc: 0.8617, loss_cls: 1.2808, loss: 1.2808, grad_norm: 3.3887 2020-09-12 11:03:59,085 - mmaction - INFO - Epoch [131][300/627] lr: 6.000e-04, eta: 3:50:14, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.6986, top5_acc: 0.8624, loss_cls: 1.2826, loss: 1.2826, grad_norm: 3.3776 2020-09-12 11:04:21,271 - mmaction - INFO - Epoch [131][320/627] lr: 6.000e-04, eta: 3:49:52, time: 1.103, data_time: 0.004, memory: 8471, top1_acc: 0.6969, top5_acc: 0.8582, loss_cls: 1.2851, loss: 1.2851, grad_norm: 3.4076 2020-09-12 11:04:43,462 - mmaction - INFO - Epoch [131][340/627] lr: 6.000e-04, eta: 3:49:29, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.6971, top5_acc: 0.8654, loss_cls: 1.2600, loss: 1.2600, grad_norm: 3.3594 2020-09-12 11:05:05,772 - mmaction - INFO - Epoch [131][360/627] lr: 6.000e-04, eta: 3:49:07, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.6969, top5_acc: 0.8602, loss_cls: 1.3001, loss: 1.3001, grad_norm: 3.4167 2020-09-12 11:05:27,952 - mmaction - INFO - Epoch [131][380/627] lr: 6.000e-04, eta: 3:48:44, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.6997, top5_acc: 0.8701, loss_cls: 1.2491, loss: 1.2491, grad_norm: 3.4437 2020-09-12 11:05:50,194 - mmaction - INFO - Epoch [131][400/627] lr: 6.000e-04, eta: 3:48:21, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.6914, top5_acc: 0.8673, loss_cls: 1.2735, loss: 1.2735, grad_norm: 3.4201 2020-09-12 11:06:12,489 - mmaction - INFO - Epoch [131][420/627] lr: 6.000e-04, eta: 3:47:59, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6956, top5_acc: 0.8645, loss_cls: 1.2747, loss: 1.2747, grad_norm: 3.3796 2020-09-12 11:06:34,668 - mmaction - INFO - Epoch [131][440/627] lr: 6.000e-04, eta: 3:47:36, time: 1.103, data_time: 0.004, memory: 8471, top1_acc: 0.6967, top5_acc: 0.8715, loss_cls: 1.2398, loss: 1.2398, grad_norm: 3.3913 2020-09-12 11:06:56,860 - mmaction - INFO - Epoch [131][460/627] lr: 6.000e-04, eta: 3:47:13, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.6964, top5_acc: 0.8641, loss_cls: 1.2788, loss: 1.2788, grad_norm: 3.4145 2020-09-12 11:07:18,992 - mmaction - INFO - Epoch [131][480/627] lr: 6.000e-04, eta: 3:46:51, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.6940, top5_acc: 0.8617, loss_cls: 1.2824, loss: 1.2824, grad_norm: 3.3742 2020-09-12 11:07:41,217 - mmaction - INFO - Epoch [131][500/627] lr: 6.000e-04, eta: 3:46:28, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.6986, top5_acc: 0.8639, loss_cls: 1.2664, loss: 1.2664, grad_norm: 3.4172 2020-09-12 11:08:03,485 - mmaction - INFO - Epoch [131][520/627] lr: 6.000e-04, eta: 3:46:06, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.6967, top5_acc: 0.8604, loss_cls: 1.2665, loss: 1.2665, grad_norm: 3.3837 2020-09-12 11:08:25,694 - mmaction - INFO - Epoch [131][540/627] lr: 6.000e-04, eta: 3:45:43, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.7081, top5_acc: 0.8724, loss_cls: 1.2246, loss: 1.2246, grad_norm: 3.3759 2020-09-12 11:08:47,924 - mmaction - INFO - Epoch [131][560/627] lr: 6.000e-04, eta: 3:45:20, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.7021, top5_acc: 0.8706, loss_cls: 1.2366, loss: 1.2366, grad_norm: 3.3780 2020-09-12 11:09:10,195 - mmaction - INFO - Epoch [131][580/627] lr: 6.000e-04, eta: 3:44:58, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.6926, top5_acc: 0.8639, loss_cls: 1.2727, loss: 1.2727, grad_norm: 3.4762 2020-09-12 11:09:32,435 - mmaction - INFO - Epoch [131][600/627] lr: 6.000e-04, eta: 3:44:35, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.7034, top5_acc: 0.8632, loss_cls: 1.2579, loss: 1.2579, grad_norm: 3.4048 2020-09-12 11:09:54,607 - mmaction - INFO - Epoch [131][620/627] lr: 6.000e-04, eta: 3:44:12, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.6961, top5_acc: 0.8638, loss_cls: 1.2668, loss: 1.2668, grad_norm: 3.4291 2020-09-12 11:10:50,454 - mmaction - INFO - Epoch [132][20/627] lr: 6.000e-04, eta: 3:43:45, time: 2.450, data_time: 1.275, memory: 8471, top1_acc: 0.7152, top5_acc: 0.8727, loss_cls: 1.2056, loss: 1.2056, grad_norm: 3.3377 2020-09-12 11:11:12,713 - mmaction - INFO - Epoch [132][40/627] lr: 6.000e-04, eta: 3:43:22, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.6983, top5_acc: 0.8652, loss_cls: 1.2683, loss: 1.2683, grad_norm: 3.4419 2020-09-12 11:11:34,958 - mmaction - INFO - Epoch [132][60/627] lr: 6.000e-04, eta: 3:42:59, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.6962, top5_acc: 0.8617, loss_cls: 1.2743, loss: 1.2743, grad_norm: 3.4323 2020-09-12 11:11:57,087 - mmaction - INFO - Epoch [132][80/627] lr: 6.000e-04, eta: 3:42:37, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.6861, top5_acc: 0.8566, loss_cls: 1.3001, loss: 1.3001, grad_norm: 3.4580 2020-09-12 11:12:19,382 - mmaction - INFO - Epoch [132][100/627] lr: 6.000e-04, eta: 3:42:14, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.6923, top5_acc: 0.8632, loss_cls: 1.2760, loss: 1.2760, grad_norm: 3.4074 2020-09-12 11:12:41,539 - mmaction - INFO - Epoch [132][120/627] lr: 6.000e-04, eta: 3:41:52, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6932, top5_acc: 0.8642, loss_cls: 1.2682, loss: 1.2682, grad_norm: 3.4174 2020-09-12 11:13:03,919 - mmaction - INFO - Epoch [132][140/627] lr: 6.000e-04, eta: 3:41:29, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.7009, top5_acc: 0.8681, loss_cls: 1.2488, loss: 1.2488, grad_norm: 3.4497 2020-09-12 11:13:26,089 - mmaction - INFO - Epoch [132][160/627] lr: 6.000e-04, eta: 3:41:06, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.7012, top5_acc: 0.8629, loss_cls: 1.2525, loss: 1.2525, grad_norm: 3.4054 2020-09-12 11:13:48,334 - mmaction - INFO - Epoch [132][180/627] lr: 6.000e-04, eta: 3:40:44, time: 1.110, data_time: 0.003, memory: 8471, top1_acc: 0.7064, top5_acc: 0.8676, loss_cls: 1.2487, loss: 1.2487, grad_norm: 3.4063 2020-09-12 11:14:10,611 - mmaction - INFO - Epoch [132][200/627] lr: 6.000e-04, eta: 3:40:21, time: 1.109, data_time: 0.014, memory: 8471, top1_acc: 0.6992, top5_acc: 0.8645, loss_cls: 1.2601, loss: 1.2601, grad_norm: 3.4207 2020-09-12 11:14:32,850 - mmaction - INFO - Epoch [132][220/627] lr: 6.000e-04, eta: 3:39:58, time: 1.119, data_time: 0.011, memory: 8471, top1_acc: 0.6927, top5_acc: 0.8615, loss_cls: 1.2941, loss: 1.2941, grad_norm: 3.4397 2020-09-12 11:14:55,157 - mmaction - INFO - Epoch [132][240/627] lr: 6.000e-04, eta: 3:39:36, time: 1.117, data_time: 0.003, memory: 8471, top1_acc: 0.7085, top5_acc: 0.8690, loss_cls: 1.2385, loss: 1.2385, grad_norm: 3.3943 2020-09-12 11:15:17,417 - mmaction - INFO - Epoch [132][260/627] lr: 6.000e-04, eta: 3:39:13, time: 1.103, data_time: 0.003, memory: 8471, top1_acc: 0.7010, top5_acc: 0.8615, loss_cls: 1.2733, loss: 1.2733, grad_norm: 3.4136 2020-09-12 11:15:39,602 - mmaction - INFO - Epoch [132][280/627] lr: 6.000e-04, eta: 3:38:51, time: 1.112, data_time: 0.015, memory: 8471, top1_acc: 0.7042, top5_acc: 0.8652, loss_cls: 1.2534, loss: 1.2534, grad_norm: 3.4035 2020-09-12 11:16:01,769 - mmaction - INFO - Epoch [132][300/627] lr: 6.000e-04, eta: 3:38:28, time: 1.113, data_time: 0.013, memory: 8471, top1_acc: 0.6944, top5_acc: 0.8689, loss_cls: 1.2557, loss: 1.2557, grad_norm: 3.4315 2020-09-12 11:16:23,946 - mmaction - INFO - Epoch [132][320/627] lr: 6.000e-04, eta: 3:38:05, time: 1.106, data_time: 0.006, memory: 8471, top1_acc: 0.6986, top5_acc: 0.8690, loss_cls: 1.2621, loss: 1.2621, grad_norm: 3.4684 2020-09-12 11:16:46,158 - mmaction - INFO - Epoch [132][340/627] lr: 6.000e-04, eta: 3:37:43, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6988, top5_acc: 0.8669, loss_cls: 1.2362, loss: 1.2362, grad_norm: 3.4247 2020-09-12 11:17:08,378 - mmaction - INFO - Epoch [132][360/627] lr: 6.000e-04, eta: 3:37:20, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8697, loss_cls: 1.2236, loss: 1.2236, grad_norm: 3.3843 2020-09-12 11:17:30,691 - mmaction - INFO - Epoch [132][380/627] lr: 6.000e-04, eta: 3:36:57, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.6927, top5_acc: 0.8591, loss_cls: 1.3004, loss: 1.3004, grad_norm: 3.4714 2020-09-12 11:17:53,005 - mmaction - INFO - Epoch [132][400/627] lr: 6.000e-04, eta: 3:36:35, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.6978, top5_acc: 0.8632, loss_cls: 1.2596, loss: 1.2596, grad_norm: 3.4713 2020-09-12 11:18:15,233 - mmaction - INFO - Epoch [132][420/627] lr: 6.000e-04, eta: 3:36:12, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6868, top5_acc: 0.8616, loss_cls: 1.2985, loss: 1.2985, grad_norm: 3.4804 2020-09-12 11:18:37,458 - mmaction - INFO - Epoch [132][440/627] lr: 6.000e-04, eta: 3:35:50, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.7026, top5_acc: 0.8655, loss_cls: 1.2509, loss: 1.2509, grad_norm: 3.4039 2020-09-12 11:18:59,803 - mmaction - INFO - Epoch [132][460/627] lr: 6.000e-04, eta: 3:35:27, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.7030, top5_acc: 0.8665, loss_cls: 1.2591, loss: 1.2591, grad_norm: 3.4507 2020-09-12 11:19:22,039 - mmaction - INFO - Epoch [132][480/627] lr: 6.000e-04, eta: 3:35:04, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.6967, top5_acc: 0.8643, loss_cls: 1.2675, loss: 1.2675, grad_norm: 3.4098 2020-09-12 11:19:44,298 - mmaction - INFO - Epoch [132][500/627] lr: 6.000e-04, eta: 3:34:42, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.7001, top5_acc: 0.8684, loss_cls: 1.2499, loss: 1.2499, grad_norm: 3.4271 2020-09-12 11:20:06,521 - mmaction - INFO - Epoch [132][520/627] lr: 6.000e-04, eta: 3:34:19, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.6928, top5_acc: 0.8592, loss_cls: 1.2785, loss: 1.2785, grad_norm: 3.4594 2020-09-12 11:20:28,857 - mmaction - INFO - Epoch [132][540/627] lr: 6.000e-04, eta: 3:33:57, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.6997, top5_acc: 0.8669, loss_cls: 1.2585, loss: 1.2585, grad_norm: 3.4235 2020-09-12 11:20:51,064 - mmaction - INFO - Epoch [132][560/627] lr: 6.000e-04, eta: 3:33:34, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.7102, top5_acc: 0.8693, loss_cls: 1.2307, loss: 1.2307, grad_norm: 3.4360 2020-09-12 11:21:13,256 - mmaction - INFO - Epoch [132][580/627] lr: 6.000e-04, eta: 3:33:11, time: 1.099, data_time: 0.007, memory: 8471, top1_acc: 0.7010, top5_acc: 0.8596, loss_cls: 1.2808, loss: 1.2808, grad_norm: 3.4474 2020-09-12 11:21:35,510 - mmaction - INFO - Epoch [132][600/627] lr: 6.000e-04, eta: 3:32:49, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.7046, top5_acc: 0.8672, loss_cls: 1.2289, loss: 1.2289, grad_norm: 3.3753 2020-09-12 11:21:57,706 - mmaction - INFO - Epoch [132][620/627] lr: 6.000e-04, eta: 3:32:26, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.6964, top5_acc: 0.8695, loss_cls: 1.2427, loss: 1.2427, grad_norm: 3.4784 2020-09-12 11:22:38,066 - mmaction - INFO - Epoch [133][20/627] lr: 6.000e-04, eta: 3:31:56, time: 1.706, data_time: 0.541, memory: 8471, top1_acc: 0.7043, top5_acc: 0.8686, loss_cls: 1.2356, loss: 1.2356, grad_norm: 3.4195 2020-09-12 11:23:00,389 - mmaction - INFO - Epoch [133][40/627] lr: 6.000e-04, eta: 3:31:33, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.6986, top5_acc: 0.8681, loss_cls: 1.2571, loss: 1.2571, grad_norm: 3.4438 2020-09-12 11:23:22,586 - mmaction - INFO - Epoch [133][60/627] lr: 6.000e-04, eta: 3:31:11, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.6987, top5_acc: 0.8676, loss_cls: 1.2503, loss: 1.2503, grad_norm: 3.4422 2020-09-12 11:23:44,739 - mmaction - INFO - Epoch [133][80/627] lr: 6.000e-04, eta: 3:30:48, time: 1.103, data_time: 0.008, memory: 8471, top1_acc: 0.7017, top5_acc: 0.8711, loss_cls: 1.2360, loss: 1.2360, grad_norm: 3.4229 2020-09-12 11:24:06,980 - mmaction - INFO - Epoch [133][100/627] lr: 6.000e-04, eta: 3:30:26, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.7065, top5_acc: 0.8743, loss_cls: 1.2045, loss: 1.2045, grad_norm: 3.3558 2020-09-12 11:24:29,301 - mmaction - INFO - Epoch [133][120/627] lr: 6.000e-04, eta: 3:30:03, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.7092, top5_acc: 0.8661, loss_cls: 1.2323, loss: 1.2323, grad_norm: 3.3883 2020-09-12 11:24:51,530 - mmaction - INFO - Epoch [133][140/627] lr: 6.000e-04, eta: 3:29:40, time: 1.113, data_time: 0.018, memory: 8471, top1_acc: 0.6967, top5_acc: 0.8655, loss_cls: 1.2683, loss: 1.2683, grad_norm: 3.4705 2020-09-12 11:25:13,879 - mmaction - INFO - Epoch [133][160/627] lr: 6.000e-04, eta: 3:29:18, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.6977, top5_acc: 0.8639, loss_cls: 1.2536, loss: 1.2536, grad_norm: 3.4506 2020-09-12 11:25:36,125 - mmaction - INFO - Epoch [133][180/627] lr: 6.000e-04, eta: 3:28:55, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.7048, top5_acc: 0.8672, loss_cls: 1.2434, loss: 1.2434, grad_norm: 3.4398 2020-09-12 11:25:58,422 - mmaction - INFO - Epoch [133][200/627] lr: 6.000e-04, eta: 3:28:32, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6987, top5_acc: 0.8660, loss_cls: 1.2519, loss: 1.2519, grad_norm: 3.4390 2020-09-12 11:26:20,588 - mmaction - INFO - Epoch [133][220/627] lr: 6.000e-04, eta: 3:28:10, time: 1.114, data_time: 0.015, memory: 8471, top1_acc: 0.7004, top5_acc: 0.8659, loss_cls: 1.2581, loss: 1.2581, grad_norm: 3.4595 2020-09-12 11:26:42,804 - mmaction - INFO - Epoch [133][240/627] lr: 6.000e-04, eta: 3:27:47, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.6988, top5_acc: 0.8635, loss_cls: 1.2711, loss: 1.2711, grad_norm: 3.4861 2020-09-12 11:27:05,075 - mmaction - INFO - Epoch [133][260/627] lr: 6.000e-04, eta: 3:27:25, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.6961, top5_acc: 0.8587, loss_cls: 1.2827, loss: 1.2827, grad_norm: 3.4494 2020-09-12 11:27:27,422 - mmaction - INFO - Epoch [133][280/627] lr: 6.000e-04, eta: 3:27:02, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.6928, top5_acc: 0.8596, loss_cls: 1.2818, loss: 1.2818, grad_norm: 3.4408 2020-09-12 11:27:49,645 - mmaction - INFO - Epoch [133][300/627] lr: 6.000e-04, eta: 3:26:39, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.7004, top5_acc: 0.8702, loss_cls: 1.2310, loss: 1.2310, grad_norm: 3.4721 2020-09-12 11:28:11,858 - mmaction - INFO - Epoch [133][320/627] lr: 6.000e-04, eta: 3:26:17, time: 1.115, data_time: 0.027, memory: 8471, top1_acc: 0.7035, top5_acc: 0.8701, loss_cls: 1.2490, loss: 1.2490, grad_norm: 3.4513 2020-09-12 11:28:34,130 - mmaction - INFO - Epoch [133][340/627] lr: 6.000e-04, eta: 3:25:54, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.7043, top5_acc: 0.8729, loss_cls: 1.2374, loss: 1.2374, grad_norm: 3.4083 2020-09-12 11:28:56,408 - mmaction - INFO - Epoch [133][360/627] lr: 6.000e-04, eta: 3:25:32, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.7046, top5_acc: 0.8712, loss_cls: 1.2331, loss: 1.2331, grad_norm: 3.4271 2020-09-12 11:29:18,728 - mmaction - INFO - Epoch [133][380/627] lr: 6.000e-04, eta: 3:25:09, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.7132, top5_acc: 0.8671, loss_cls: 1.2144, loss: 1.2144, grad_norm: 3.3695 2020-09-12 11:29:40,945 - mmaction - INFO - Epoch [133][400/627] lr: 6.000e-04, eta: 3:24:46, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.6961, top5_acc: 0.8665, loss_cls: 1.2443, loss: 1.2443, grad_norm: 3.4126 2020-09-12 11:30:03,239 - mmaction - INFO - Epoch [133][420/627] lr: 6.000e-04, eta: 3:24:24, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.7048, top5_acc: 0.8652, loss_cls: 1.2594, loss: 1.2594, grad_norm: 3.4329 2020-09-12 11:30:25,548 - mmaction - INFO - Epoch [133][440/627] lr: 6.000e-04, eta: 3:24:01, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.6935, top5_acc: 0.8612, loss_cls: 1.2801, loss: 1.2801, grad_norm: 3.4650 2020-09-12 11:30:47,839 - mmaction - INFO - Epoch [133][460/627] lr: 6.000e-04, eta: 3:23:38, time: 1.116, data_time: 0.006, memory: 8471, top1_acc: 0.7059, top5_acc: 0.8711, loss_cls: 1.2411, loss: 1.2411, grad_norm: 3.4545 2020-09-12 11:31:10,215 - mmaction - INFO - Epoch [133][480/627] lr: 6.000e-04, eta: 3:23:16, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6944, top5_acc: 0.8682, loss_cls: 1.2501, loss: 1.2501, grad_norm: 3.4460 2020-09-12 11:31:32,459 - mmaction - INFO - Epoch [133][500/627] lr: 6.000e-04, eta: 3:22:53, time: 1.110, data_time: 0.013, memory: 8471, top1_acc: 0.7052, top5_acc: 0.8621, loss_cls: 1.2514, loss: 1.2514, grad_norm: 3.4118 2020-09-12 11:31:54,706 - mmaction - INFO - Epoch [133][520/627] lr: 6.000e-04, eta: 3:22:31, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.6996, top5_acc: 0.8694, loss_cls: 1.2493, loss: 1.2493, grad_norm: 3.4758 2020-09-12 11:32:17,054 - mmaction - INFO - Epoch [133][540/627] lr: 6.000e-04, eta: 3:22:08, time: 1.118, data_time: 0.004, memory: 8471, top1_acc: 0.7063, top5_acc: 0.8741, loss_cls: 1.2175, loss: 1.2175, grad_norm: 3.3574 2020-09-12 11:32:39,345 - mmaction - INFO - Epoch [133][560/627] lr: 6.000e-04, eta: 3:21:45, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.6914, top5_acc: 0.8659, loss_cls: 1.2790, loss: 1.2790, grad_norm: 3.5154 2020-09-12 11:33:01,651 - mmaction - INFO - Epoch [133][580/627] lr: 6.000e-04, eta: 3:21:23, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.7018, top5_acc: 0.8698, loss_cls: 1.2362, loss: 1.2362, grad_norm: 3.4566 2020-09-12 11:33:23,853 - mmaction - INFO - Epoch [133][600/627] lr: 6.000e-04, eta: 3:21:00, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.7039, top5_acc: 0.8648, loss_cls: 1.2428, loss: 1.2428, grad_norm: 3.5037 2020-09-12 11:33:46,110 - mmaction - INFO - Epoch [133][620/627] lr: 6.000e-04, eta: 3:20:38, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.7051, top5_acc: 0.8691, loss_cls: 1.2423, loss: 1.2423, grad_norm: 3.4862 2020-09-12 11:34:26,222 - mmaction - INFO - Epoch [134][20/627] lr: 6.000e-04, eta: 3:20:08, time: 1.687, data_time: 0.533, memory: 8471, top1_acc: 0.7049, top5_acc: 0.8695, loss_cls: 1.2324, loss: 1.2324, grad_norm: 3.4498 2020-09-12 11:34:48,450 - mmaction - INFO - Epoch [134][40/627] lr: 6.000e-04, eta: 3:19:45, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.7048, top5_acc: 0.8643, loss_cls: 1.2511, loss: 1.2511, grad_norm: 3.4093 2020-09-12 11:35:10,729 - mmaction - INFO - Epoch [134][60/627] lr: 6.000e-04, eta: 3:19:22, time: 1.109, data_time: 0.014, memory: 8471, top1_acc: 0.6979, top5_acc: 0.8637, loss_cls: 1.2667, loss: 1.2667, grad_norm: 3.4523 2020-09-12 11:35:32,946 - mmaction - INFO - Epoch [134][80/627] lr: 6.000e-04, eta: 3:19:00, time: 1.121, data_time: 0.017, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8685, loss_cls: 1.2392, loss: 1.2392, grad_norm: 3.4571 2020-09-12 11:35:55,215 - mmaction - INFO - Epoch [134][100/627] lr: 6.000e-04, eta: 3:18:37, time: 1.111, data_time: 0.003, memory: 8471, top1_acc: 0.7069, top5_acc: 0.8691, loss_cls: 1.2283, loss: 1.2283, grad_norm: 3.4114 2020-09-12 11:36:17,505 - mmaction - INFO - Epoch [134][120/627] lr: 6.000e-04, eta: 3:18:14, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.7051, top5_acc: 0.8685, loss_cls: 1.2378, loss: 1.2378, grad_norm: 3.4493 2020-09-12 11:36:39,773 - mmaction - INFO - Epoch [134][140/627] lr: 6.000e-04, eta: 3:17:52, time: 1.118, data_time: 0.013, memory: 8471, top1_acc: 0.6928, top5_acc: 0.8707, loss_cls: 1.2656, loss: 1.2656, grad_norm: 3.5353 2020-09-12 11:37:02,133 - mmaction - INFO - Epoch [134][160/627] lr: 6.000e-04, eta: 3:17:29, time: 1.119, data_time: 0.007, memory: 8471, top1_acc: 0.6885, top5_acc: 0.8650, loss_cls: 1.2725, loss: 1.2725, grad_norm: 3.5127 2020-09-12 11:37:24,423 - mmaction - INFO - Epoch [134][180/627] lr: 6.000e-04, eta: 3:17:07, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.6970, top5_acc: 0.8633, loss_cls: 1.2630, loss: 1.2630, grad_norm: 3.4608 2020-09-12 11:37:46,665 - mmaction - INFO - Epoch [134][200/627] lr: 6.000e-04, eta: 3:16:44, time: 1.105, data_time: 0.005, memory: 8471, top1_acc: 0.6921, top5_acc: 0.8585, loss_cls: 1.3113, loss: 1.3113, grad_norm: 3.5115 2020-09-12 11:38:09,031 - mmaction - INFO - Epoch [134][220/627] lr: 6.000e-04, eta: 3:16:21, time: 1.125, data_time: 0.013, memory: 8471, top1_acc: 0.6970, top5_acc: 0.8673, loss_cls: 1.2570, loss: 1.2570, grad_norm: 3.5000 2020-09-12 11:38:31,257 - mmaction - INFO - Epoch [134][240/627] lr: 6.000e-04, eta: 3:15:59, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.7072, top5_acc: 0.8685, loss_cls: 1.2286, loss: 1.2286, grad_norm: 3.4187 2020-09-12 11:38:53,606 - mmaction - INFO - Epoch [134][260/627] lr: 6.000e-04, eta: 3:15:36, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.7092, top5_acc: 0.8720, loss_cls: 1.2077, loss: 1.2077, grad_norm: 3.4258 2020-09-12 11:39:15,862 - mmaction - INFO - Epoch [134][280/627] lr: 6.000e-04, eta: 3:15:14, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.7103, top5_acc: 0.8721, loss_cls: 1.2205, loss: 1.2205, grad_norm: 3.4802 2020-09-12 11:39:38,185 - mmaction - INFO - Epoch [134][300/627] lr: 6.000e-04, eta: 3:14:51, time: 1.118, data_time: 0.004, memory: 8471, top1_acc: 0.7046, top5_acc: 0.8656, loss_cls: 1.2430, loss: 1.2430, grad_norm: 3.4586 2020-09-12 11:40:00,467 - mmaction - INFO - Epoch [134][320/627] lr: 6.000e-04, eta: 3:14:28, time: 1.113, data_time: 0.003, memory: 8471, top1_acc: 0.6990, top5_acc: 0.8625, loss_cls: 1.2571, loss: 1.2571, grad_norm: 3.4551 2020-09-12 11:40:22,728 - mmaction - INFO - Epoch [134][340/627] lr: 6.000e-04, eta: 3:14:06, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6997, top5_acc: 0.8684, loss_cls: 1.2649, loss: 1.2649, grad_norm: 3.5195 2020-09-12 11:40:44,939 - mmaction - INFO - Epoch [134][360/627] lr: 6.000e-04, eta: 3:13:43, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.6974, top5_acc: 0.8613, loss_cls: 1.2760, loss: 1.2760, grad_norm: 3.4945 2020-09-12 11:41:07,107 - mmaction - INFO - Epoch [134][380/627] lr: 6.000e-04, eta: 3:13:21, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.7042, top5_acc: 0.8703, loss_cls: 1.2278, loss: 1.2278, grad_norm: 3.4485 2020-09-12 11:41:29,410 - mmaction - INFO - Epoch [134][400/627] lr: 6.000e-04, eta: 3:12:58, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.6966, top5_acc: 0.8618, loss_cls: 1.2763, loss: 1.2763, grad_norm: 3.4691 2020-09-12 11:41:51,706 - mmaction - INFO - Epoch [134][420/627] lr: 6.000e-04, eta: 3:12:35, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.6997, top5_acc: 0.8658, loss_cls: 1.2646, loss: 1.2646, grad_norm: 3.5095 2020-09-12 11:42:13,858 - mmaction - INFO - Epoch [134][440/627] lr: 6.000e-04, eta: 3:12:13, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.6935, top5_acc: 0.8629, loss_cls: 1.2893, loss: 1.2893, grad_norm: 3.4980 2020-09-12 11:42:36,218 - mmaction - INFO - Epoch [134][460/627] lr: 6.000e-04, eta: 3:11:50, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6993, top5_acc: 0.8656, loss_cls: 1.2655, loss: 1.2655, grad_norm: 3.5181 2020-09-12 11:42:58,453 - mmaction - INFO - Epoch [134][480/627] lr: 6.000e-04, eta: 3:11:27, time: 1.108, data_time: 0.013, memory: 8471, top1_acc: 0.6991, top5_acc: 0.8673, loss_cls: 1.2625, loss: 1.2625, grad_norm: 3.5232 2020-09-12 11:43:20,745 - mmaction - INFO - Epoch [134][500/627] lr: 6.000e-04, eta: 3:11:05, time: 1.123, data_time: 0.015, memory: 8471, top1_acc: 0.6975, top5_acc: 0.8659, loss_cls: 1.2438, loss: 1.2438, grad_norm: 3.4655 2020-09-12 11:43:43,056 - mmaction - INFO - Epoch [134][520/627] lr: 6.000e-04, eta: 3:10:42, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.6996, top5_acc: 0.8626, loss_cls: 1.2585, loss: 1.2585, grad_norm: 3.4710 2020-09-12 11:44:05,244 - mmaction - INFO - Epoch [134][540/627] lr: 6.000e-04, eta: 3:10:20, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.7038, top5_acc: 0.8733, loss_cls: 1.2265, loss: 1.2265, grad_norm: 3.4499 2020-09-12 11:44:27,543 - mmaction - INFO - Epoch [134][560/627] lr: 6.000e-04, eta: 3:09:57, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.7077, top5_acc: 0.8762, loss_cls: 1.1984, loss: 1.1984, grad_norm: 3.4440 2020-09-12 11:44:49,816 - mmaction - INFO - Epoch [134][580/627] lr: 6.000e-04, eta: 3:09:34, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.6965, top5_acc: 0.8708, loss_cls: 1.2449, loss: 1.2449, grad_norm: 3.4997 2020-09-12 11:45:12,082 - mmaction - INFO - Epoch [134][600/627] lr: 6.000e-04, eta: 3:09:12, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.7031, top5_acc: 0.8699, loss_cls: 1.2560, loss: 1.2560, grad_norm: 3.4741 2020-09-12 11:45:34,313 - mmaction - INFO - Epoch [134][620/627] lr: 6.000e-04, eta: 3:08:49, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.6943, top5_acc: 0.8645, loss_cls: 1.2686, loss: 1.2686, grad_norm: 3.5293 2020-09-12 11:46:14,642 - mmaction - INFO - Epoch [135][20/627] lr: 6.000e-04, eta: 3:08:19, time: 1.701, data_time: 0.517, memory: 8471, top1_acc: 0.7021, top5_acc: 0.8633, loss_cls: 1.2635, loss: 1.2635, grad_norm: 3.5070 2020-09-12 11:46:36,863 - mmaction - INFO - Epoch [135][40/627] lr: 6.000e-04, eta: 3:07:57, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.7060, top5_acc: 0.8727, loss_cls: 1.2222, loss: 1.2222, grad_norm: 3.4349 2020-09-12 11:46:59,226 - mmaction - INFO - Epoch [135][60/627] lr: 6.000e-04, eta: 3:07:34, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.7146, top5_acc: 0.8734, loss_cls: 1.2029, loss: 1.2029, grad_norm: 3.3769 2020-09-12 11:47:21,448 - mmaction - INFO - Epoch [135][80/627] lr: 6.000e-04, eta: 3:07:11, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.7103, top5_acc: 0.8697, loss_cls: 1.2374, loss: 1.2374, grad_norm: 3.4482 2020-09-12 11:47:43,826 - mmaction - INFO - Epoch [135][100/627] lr: 6.000e-04, eta: 3:06:49, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.7126, top5_acc: 0.8724, loss_cls: 1.2035, loss: 1.2035, grad_norm: 3.3911 2020-09-12 11:48:06,219 - mmaction - INFO - Epoch [135][120/627] lr: 6.000e-04, eta: 3:06:26, time: 1.119, data_time: 0.006, memory: 8471, top1_acc: 0.6957, top5_acc: 0.8616, loss_cls: 1.2714, loss: 1.2714, grad_norm: 3.4346 2020-09-12 11:48:28,450 - mmaction - INFO - Epoch [135][140/627] lr: 6.000e-04, eta: 3:06:04, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.7043, top5_acc: 0.8682, loss_cls: 1.2362, loss: 1.2362, grad_norm: 3.5070 2020-09-12 11:48:50,711 - mmaction - INFO - Epoch [135][160/627] lr: 6.000e-04, eta: 3:05:41, time: 1.109, data_time: 0.009, memory: 8471, top1_acc: 0.7118, top5_acc: 0.8725, loss_cls: 1.2073, loss: 1.2073, grad_norm: 3.4045 2020-09-12 11:49:13,121 - mmaction - INFO - Epoch [135][180/627] lr: 6.000e-04, eta: 3:05:18, time: 1.125, data_time: 0.013, memory: 8471, top1_acc: 0.7003, top5_acc: 0.8668, loss_cls: 1.2510, loss: 1.2510, grad_norm: 3.4703 2020-09-12 11:49:35,381 - mmaction - INFO - Epoch [135][200/627] lr: 6.000e-04, eta: 3:04:56, time: 1.113, data_time: 0.014, memory: 8471, top1_acc: 0.7129, top5_acc: 0.8711, loss_cls: 1.1989, loss: 1.1989, grad_norm: 3.4051 2020-09-12 11:49:57,635 - mmaction - INFO - Epoch [135][220/627] lr: 6.000e-04, eta: 3:04:33, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.7068, top5_acc: 0.8712, loss_cls: 1.2270, loss: 1.2270, grad_norm: 3.4591 2020-09-12 11:50:19,802 - mmaction - INFO - Epoch [135][240/627] lr: 6.000e-04, eta: 3:04:11, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.7051, top5_acc: 0.8745, loss_cls: 1.2330, loss: 1.2330, grad_norm: 3.4706 2020-09-12 11:50:41,989 - mmaction - INFO - Epoch [135][260/627] lr: 6.000e-04, eta: 3:03:48, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.7000, top5_acc: 0.8681, loss_cls: 1.2420, loss: 1.2420, grad_norm: 3.4821 2020-09-12 11:51:04,313 - mmaction - INFO - Epoch [135][280/627] lr: 6.000e-04, eta: 3:03:25, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.7052, top5_acc: 0.8690, loss_cls: 1.2351, loss: 1.2351, grad_norm: 3.4519 2020-09-12 11:51:26,600 - mmaction - INFO - Epoch [135][300/627] lr: 6.000e-04, eta: 3:03:03, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.7021, top5_acc: 0.8669, loss_cls: 1.2413, loss: 1.2413, grad_norm: 3.4695 2020-09-12 11:51:48,877 - mmaction - INFO - Epoch [135][320/627] lr: 6.000e-04, eta: 3:02:40, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7029, top5_acc: 0.8674, loss_cls: 1.2313, loss: 1.2313, grad_norm: 3.4761 2020-09-12 11:52:11,237 - mmaction - INFO - Epoch [135][340/627] lr: 6.000e-04, eta: 3:02:18, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.7047, top5_acc: 0.8603, loss_cls: 1.2580, loss: 1.2580, grad_norm: 3.4997 2020-09-12 11:52:33,406 - mmaction - INFO - Epoch [135][360/627] lr: 6.000e-04, eta: 3:01:55, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.7030, top5_acc: 0.8712, loss_cls: 1.2281, loss: 1.2281, grad_norm: 3.5273 2020-09-12 11:52:55,751 - mmaction - INFO - Epoch [135][380/627] lr: 6.000e-04, eta: 3:01:32, time: 1.121, data_time: 0.010, memory: 8471, top1_acc: 0.7027, top5_acc: 0.8685, loss_cls: 1.2403, loss: 1.2403, grad_norm: 3.4094 2020-09-12 11:53:17,945 - mmaction - INFO - Epoch [135][400/627] lr: 6.000e-04, eta: 3:01:10, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.6913, top5_acc: 0.8628, loss_cls: 1.2888, loss: 1.2888, grad_norm: 3.5308 2020-09-12 11:53:40,157 - mmaction - INFO - Epoch [135][420/627] lr: 6.000e-04, eta: 3:00:47, time: 1.112, data_time: 0.013, memory: 8471, top1_acc: 0.7069, top5_acc: 0.8672, loss_cls: 1.2281, loss: 1.2281, grad_norm: 3.4675 2020-09-12 11:54:02,501 - mmaction - INFO - Epoch [135][440/627] lr: 6.000e-04, eta: 3:00:24, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.6948, top5_acc: 0.8615, loss_cls: 1.2682, loss: 1.2682, grad_norm: 3.5272 2020-09-12 11:54:24,825 - mmaction - INFO - Epoch [135][460/627] lr: 6.000e-04, eta: 3:00:02, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.6952, top5_acc: 0.8681, loss_cls: 1.2590, loss: 1.2590, grad_norm: 3.5231 2020-09-12 11:54:47,078 - mmaction - INFO - Epoch [135][480/627] lr: 6.000e-04, eta: 2:59:39, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.7046, top5_acc: 0.8694, loss_cls: 1.2342, loss: 1.2342, grad_norm: 3.4893 2020-09-12 11:55:09,391 - mmaction - INFO - Epoch [135][500/627] lr: 6.000e-04, eta: 2:59:17, time: 1.118, data_time: 0.006, memory: 8471, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2573, loss: 1.2573, grad_norm: 3.5208 2020-09-12 11:55:31,588 - mmaction - INFO - Epoch [135][520/627] lr: 6.000e-04, eta: 2:58:54, time: 1.108, data_time: 0.008, memory: 8471, top1_acc: 0.7010, top5_acc: 0.8698, loss_cls: 1.2357, loss: 1.2357, grad_norm: 3.5419 2020-09-12 11:55:53,798 - mmaction - INFO - Epoch [135][540/627] lr: 6.000e-04, eta: 2:58:31, time: 1.110, data_time: 0.005, memory: 8471, top1_acc: 0.7020, top5_acc: 0.8652, loss_cls: 1.2594, loss: 1.2594, grad_norm: 3.5259 2020-09-12 11:56:16,111 - mmaction - INFO - Epoch [135][560/627] lr: 6.000e-04, eta: 2:58:09, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6961, top5_acc: 0.8725, loss_cls: 1.2458, loss: 1.2458, grad_norm: 3.5330 2020-09-12 11:56:38,376 - mmaction - INFO - Epoch [135][580/627] lr: 6.000e-04, eta: 2:57:46, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.7017, top5_acc: 0.8628, loss_cls: 1.2458, loss: 1.2458, grad_norm: 3.4820 2020-09-12 11:57:00,645 - mmaction - INFO - Epoch [135][600/627] lr: 6.000e-04, eta: 2:57:24, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.7013, top5_acc: 0.8725, loss_cls: 1.2344, loss: 1.2344, grad_norm: 3.5426 2020-09-12 11:57:22,793 - mmaction - INFO - Epoch [135][620/627] lr: 6.000e-04, eta: 2:57:01, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.7089, top5_acc: 0.8689, loss_cls: 1.2141, loss: 1.2141, grad_norm: 3.4253 2020-09-12 11:57:28,986 - mmaction - INFO - Saving checkpoint at 135 epochs 2020-09-12 11:58:02,914 - mmaction - INFO - Epoch [136][20/627] lr: 6.000e-04, eta: 2:56:31, time: 1.617, data_time: 0.458, memory: 8471, top1_acc: 0.7064, top5_acc: 0.8677, loss_cls: 1.2280, loss: 1.2280, grad_norm: 3.4234 2020-09-12 11:58:25,148 - mmaction - INFO - Epoch [136][40/627] lr: 6.000e-04, eta: 2:56:08, time: 1.105, data_time: 0.012, memory: 8471, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2589, loss: 1.2589, grad_norm: 3.5395 2020-09-12 11:58:47,482 - mmaction - INFO - Epoch [136][60/627] lr: 6.000e-04, eta: 2:55:46, time: 1.125, data_time: 0.015, memory: 8471, top1_acc: 0.7008, top5_acc: 0.8650, loss_cls: 1.2515, loss: 1.2515, grad_norm: 3.5272 2020-09-12 11:59:09,680 - mmaction - INFO - Epoch [136][80/627] lr: 6.000e-04, eta: 2:55:23, time: 1.112, data_time: 0.006, memory: 8471, top1_acc: 0.7049, top5_acc: 0.8660, loss_cls: 1.2300, loss: 1.2300, grad_norm: 3.5003 2020-09-12 11:59:31,913 - mmaction - INFO - Epoch [136][100/627] lr: 6.000e-04, eta: 2:55:00, time: 1.110, data_time: 0.011, memory: 8471, top1_acc: 0.6973, top5_acc: 0.8637, loss_cls: 1.2604, loss: 1.2604, grad_norm: 3.5276 2020-09-12 11:59:54,183 - mmaction - INFO - Epoch [136][120/627] lr: 6.000e-04, eta: 2:54:38, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.7003, top5_acc: 0.8661, loss_cls: 1.2671, loss: 1.2671, grad_norm: 3.5368 2020-09-12 12:00:19,322 - mmaction - INFO - Epoch [136][140/627] lr: 6.000e-04, eta: 2:54:15, time: 1.253, data_time: 0.011, memory: 8471, top1_acc: 0.7038, top5_acc: 0.8708, loss_cls: 1.2357, loss: 1.2357, grad_norm: 3.5188 2020-09-12 12:00:41,602 - mmaction - INFO - Epoch [136][160/627] lr: 6.000e-04, eta: 2:53:53, time: 1.111, data_time: 0.018, memory: 8471, top1_acc: 0.7073, top5_acc: 0.8697, loss_cls: 1.2216, loss: 1.2216, grad_norm: 3.4656 2020-09-12 12:01:03,797 - mmaction - INFO - Epoch [136][180/627] lr: 6.000e-04, eta: 2:53:30, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.6915, top5_acc: 0.8633, loss_cls: 1.2670, loss: 1.2670, grad_norm: 3.5176 2020-09-12 12:01:26,054 - mmaction - INFO - Epoch [136][200/627] lr: 6.000e-04, eta: 2:53:08, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6997, top5_acc: 0.8637, loss_cls: 1.2643, loss: 1.2643, grad_norm: 3.5338 2020-09-12 12:01:48,350 - mmaction - INFO - Epoch [136][220/627] lr: 6.000e-04, eta: 2:52:45, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.7137, top5_acc: 0.8740, loss_cls: 1.2146, loss: 1.2146, grad_norm: 3.4620 2020-09-12 12:02:10,610 - mmaction - INFO - Epoch [136][240/627] lr: 6.000e-04, eta: 2:52:22, time: 1.108, data_time: 0.004, memory: 8471, top1_acc: 0.7109, top5_acc: 0.8714, loss_cls: 1.2164, loss: 1.2164, grad_norm: 3.4265 2020-09-12 12:02:32,875 - mmaction - INFO - Epoch [136][260/627] lr: 6.000e-04, eta: 2:52:00, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.7090, top5_acc: 0.8693, loss_cls: 1.2251, loss: 1.2251, grad_norm: 3.4691 2020-09-12 12:02:55,188 - mmaction - INFO - Epoch [136][280/627] lr: 6.000e-04, eta: 2:51:37, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.7033, top5_acc: 0.8691, loss_cls: 1.2397, loss: 1.2397, grad_norm: 3.4635 2020-09-12 12:03:17,447 - mmaction - INFO - Epoch [136][300/627] lr: 6.000e-04, eta: 2:51:15, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.7040, top5_acc: 0.8655, loss_cls: 1.2400, loss: 1.2400, grad_norm: 3.4755 2020-09-12 12:03:39,632 - mmaction - INFO - Epoch [136][320/627] lr: 6.000e-04, eta: 2:50:52, time: 1.104, data_time: 0.009, memory: 8471, top1_acc: 0.7072, top5_acc: 0.8724, loss_cls: 1.2300, loss: 1.2300, grad_norm: 3.4844 2020-09-12 12:04:01,903 - mmaction - INFO - Epoch [136][340/627] lr: 6.000e-04, eta: 2:50:29, time: 1.117, data_time: 0.012, memory: 8471, top1_acc: 0.7056, top5_acc: 0.8721, loss_cls: 1.2328, loss: 1.2328, grad_norm: 3.4971 2020-09-12 12:04:24,262 - mmaction - INFO - Epoch [136][360/627] lr: 6.000e-04, eta: 2:50:07, time: 1.113, data_time: 0.014, memory: 8471, top1_acc: 0.6993, top5_acc: 0.8647, loss_cls: 1.2563, loss: 1.2563, grad_norm: 3.5135 2020-09-12 12:04:46,459 - mmaction - INFO - Epoch [136][380/627] lr: 6.000e-04, eta: 2:49:44, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.7079, top5_acc: 0.8665, loss_cls: 1.2365, loss: 1.2365, grad_norm: 3.4653 2020-09-12 12:05:08,574 - mmaction - INFO - Epoch [136][400/627] lr: 6.000e-04, eta: 2:49:22, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.7033, top5_acc: 0.8689, loss_cls: 1.2387, loss: 1.2387, grad_norm: 3.5229 2020-09-12 12:05:30,887 - mmaction - INFO - Epoch [136][420/627] lr: 6.000e-04, eta: 2:48:59, time: 1.110, data_time: 0.004, memory: 8471, top1_acc: 0.6952, top5_acc: 0.8703, loss_cls: 1.2531, loss: 1.2531, grad_norm: 3.5853 2020-09-12 12:05:53,127 - mmaction - INFO - Epoch [136][440/627] lr: 6.000e-04, eta: 2:48:36, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2383, loss: 1.2383, grad_norm: 3.5488 2020-09-12 12:06:15,414 - mmaction - INFO - Epoch [136][460/627] lr: 6.000e-04, eta: 2:48:14, time: 1.114, data_time: 0.011, memory: 8471, top1_acc: 0.6984, top5_acc: 0.8698, loss_cls: 1.2292, loss: 1.2292, grad_norm: 3.4919 2020-09-12 12:06:37,708 - mmaction - INFO - Epoch [136][480/627] lr: 6.000e-04, eta: 2:47:51, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.7118, top5_acc: 0.8747, loss_cls: 1.2150, loss: 1.2150, grad_norm: 3.4616 2020-09-12 12:06:59,960 - mmaction - INFO - Epoch [136][500/627] lr: 6.000e-04, eta: 2:47:29, time: 1.123, data_time: 0.017, memory: 8471, top1_acc: 0.6969, top5_acc: 0.8587, loss_cls: 1.2846, loss: 1.2846, grad_norm: 3.5898 2020-09-12 12:07:22,083 - mmaction - INFO - Epoch [136][520/627] lr: 6.000e-04, eta: 2:47:06, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.7025, top5_acc: 0.8689, loss_cls: 1.2243, loss: 1.2243, grad_norm: 3.5012 2020-09-12 12:07:44,306 - mmaction - INFO - Epoch [136][540/627] lr: 6.000e-04, eta: 2:46:43, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.7044, top5_acc: 0.8652, loss_cls: 1.2537, loss: 1.2537, grad_norm: 3.5065 2020-09-12 12:08:06,565 - mmaction - INFO - Epoch [136][560/627] lr: 6.000e-04, eta: 2:46:21, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.7023, top5_acc: 0.8693, loss_cls: 1.2309, loss: 1.2309, grad_norm: 3.5123 2020-09-12 12:08:28,787 - mmaction - INFO - Epoch [136][580/627] lr: 6.000e-04, eta: 2:45:58, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.7031, top5_acc: 0.8691, loss_cls: 1.2303, loss: 1.2303, grad_norm: 3.4890 2020-09-12 12:08:51,012 - mmaction - INFO - Epoch [136][600/627] lr: 6.000e-04, eta: 2:45:36, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6964, top5_acc: 0.8626, loss_cls: 1.2712, loss: 1.2712, grad_norm: 3.5259 2020-09-12 12:09:13,288 - mmaction - INFO - Epoch [136][620/627] lr: 6.000e-04, eta: 2:45:13, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.7098, top5_acc: 0.8714, loss_cls: 1.2069, loss: 1.2069, grad_norm: 3.4362 2020-09-12 12:10:40,431 - mmaction - INFO - Epoch [137][20/627] lr: 6.000e-04, eta: 2:44:46, time: 3.239, data_time: 2.049, memory: 8471, top1_acc: 0.7042, top5_acc: 0.8737, loss_cls: 1.2278, loss: 1.2278, grad_norm: 3.5083 2020-09-12 12:11:02,546 - mmaction - INFO - Epoch [137][40/627] lr: 6.000e-04, eta: 2:44:23, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.7018, top5_acc: 0.8703, loss_cls: 1.2217, loss: 1.2217, grad_norm: 3.4979 2020-09-12 12:11:24,771 - mmaction - INFO - Epoch [137][60/627] lr: 6.000e-04, eta: 2:44:01, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.7091, top5_acc: 0.8755, loss_cls: 1.2036, loss: 1.2036, grad_norm: 3.4619 2020-09-12 12:11:47,018 - mmaction - INFO - Epoch [137][80/627] lr: 6.000e-04, eta: 2:43:38, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.7074, top5_acc: 0.8706, loss_cls: 1.2221, loss: 1.2221, grad_norm: 3.4941 2020-09-12 12:12:09,269 - mmaction - INFO - Epoch [137][100/627] lr: 6.000e-04, eta: 2:43:16, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.7035, top5_acc: 0.8717, loss_cls: 1.2364, loss: 1.2364, grad_norm: 3.4840 2020-09-12 12:12:31,467 - mmaction - INFO - Epoch [137][120/627] lr: 6.000e-04, eta: 2:42:53, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2343, loss: 1.2343, grad_norm: 3.5127 2020-09-12 12:12:53,513 - mmaction - INFO - Epoch [137][140/627] lr: 6.000e-04, eta: 2:42:30, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.7013, top5_acc: 0.8686, loss_cls: 1.2410, loss: 1.2410, grad_norm: 3.5560 2020-09-12 12:13:15,710 - mmaction - INFO - Epoch [137][160/627] lr: 6.000e-04, eta: 2:42:08, time: 1.108, data_time: 0.013, memory: 8471, top1_acc: 0.6924, top5_acc: 0.8629, loss_cls: 1.2851, loss: 1.2851, grad_norm: 3.5588 2020-09-12 12:13:38,047 - mmaction - INFO - Epoch [137][180/627] lr: 6.000e-04, eta: 2:41:45, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2400, loss: 1.2400, grad_norm: 3.4852 2020-09-12 12:14:00,221 - mmaction - INFO - Epoch [137][200/627] lr: 6.000e-04, eta: 2:41:22, time: 1.110, data_time: 0.016, memory: 8471, top1_acc: 0.7079, top5_acc: 0.8708, loss_cls: 1.2403, loss: 1.2403, grad_norm: 3.4952 2020-09-12 12:14:22,516 - mmaction - INFO - Epoch [137][220/627] lr: 6.000e-04, eta: 2:41:00, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.7025, top5_acc: 0.8635, loss_cls: 1.2534, loss: 1.2534, grad_norm: 3.5172 2020-09-12 12:14:44,707 - mmaction - INFO - Epoch [137][240/627] lr: 6.000e-04, eta: 2:40:37, time: 1.115, data_time: 0.016, memory: 8471, top1_acc: 0.7017, top5_acc: 0.8690, loss_cls: 1.2522, loss: 1.2522, grad_norm: 3.5453 2020-09-12 12:15:06,969 - mmaction - INFO - Epoch [137][260/627] lr: 6.000e-04, eta: 2:40:15, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7018, top5_acc: 0.8714, loss_cls: 1.2395, loss: 1.2395, grad_norm: 3.5893 2020-09-12 12:15:29,251 - mmaction - INFO - Epoch [137][280/627] lr: 6.000e-04, eta: 2:39:52, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7065, top5_acc: 0.8699, loss_cls: 1.2423, loss: 1.2423, grad_norm: 3.5410 2020-09-12 12:15:51,575 - mmaction - INFO - Epoch [137][300/627] lr: 6.000e-04, eta: 2:39:29, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.7061, top5_acc: 0.8703, loss_cls: 1.2188, loss: 1.2188, grad_norm: 3.4952 2020-09-12 12:16:13,898 - mmaction - INFO - Epoch [137][320/627] lr: 6.000e-04, eta: 2:39:07, time: 1.116, data_time: 0.015, memory: 8471, top1_acc: 0.7137, top5_acc: 0.8754, loss_cls: 1.1912, loss: 1.1912, grad_norm: 3.4587 2020-09-12 12:16:36,108 - mmaction - INFO - Epoch [137][340/627] lr: 6.000e-04, eta: 2:38:44, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.7007, top5_acc: 0.8658, loss_cls: 1.2511, loss: 1.2511, grad_norm: 3.5185 2020-09-12 12:16:58,324 - mmaction - INFO - Epoch [137][360/627] lr: 6.000e-04, eta: 2:38:22, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.7039, top5_acc: 0.8622, loss_cls: 1.2631, loss: 1.2631, grad_norm: 3.4928 2020-09-12 12:17:20,545 - mmaction - INFO - Epoch [137][380/627] lr: 6.000e-04, eta: 2:37:59, time: 1.109, data_time: 0.007, memory: 8471, top1_acc: 0.7083, top5_acc: 0.8703, loss_cls: 1.2196, loss: 1.2196, grad_norm: 3.5070 2020-09-12 12:17:42,830 - mmaction - INFO - Epoch [137][400/627] lr: 6.000e-04, eta: 2:37:36, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.7076, top5_acc: 0.8717, loss_cls: 1.2131, loss: 1.2131, grad_norm: 3.4451 2020-09-12 12:18:05,069 - mmaction - INFO - Epoch [137][420/627] lr: 6.000e-04, eta: 2:37:14, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.6978, top5_acc: 0.8641, loss_cls: 1.2689, loss: 1.2689, grad_norm: 3.5350 2020-09-12 12:18:27,283 - mmaction - INFO - Epoch [137][440/627] lr: 6.000e-04, eta: 2:36:51, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.7100, top5_acc: 0.8703, loss_cls: 1.2088, loss: 1.2088, grad_norm: 3.4652 2020-09-12 12:18:49,662 - mmaction - INFO - Epoch [137][460/627] lr: 6.000e-04, eta: 2:36:29, time: 1.118, data_time: 0.004, memory: 8471, top1_acc: 0.7113, top5_acc: 0.8651, loss_cls: 1.2399, loss: 1.2399, grad_norm: 3.4962 2020-09-12 12:19:11,886 - mmaction - INFO - Epoch [137][480/627] lr: 6.000e-04, eta: 2:36:06, time: 1.101, data_time: 0.004, memory: 8471, top1_acc: 0.7053, top5_acc: 0.8658, loss_cls: 1.2428, loss: 1.2428, grad_norm: 3.5357 2020-09-12 12:19:34,075 - mmaction - INFO - Epoch [137][500/627] lr: 6.000e-04, eta: 2:35:43, time: 1.117, data_time: 0.017, memory: 8471, top1_acc: 0.7007, top5_acc: 0.8646, loss_cls: 1.2606, loss: 1.2606, grad_norm: 3.5343 2020-09-12 12:19:56,465 - mmaction - INFO - Epoch [137][520/627] lr: 6.000e-04, eta: 2:35:21, time: 1.121, data_time: 0.012, memory: 8471, top1_acc: 0.7023, top5_acc: 0.8676, loss_cls: 1.2384, loss: 1.2384, grad_norm: 3.5071 2020-09-12 12:20:18,664 - mmaction - INFO - Epoch [137][540/627] lr: 6.000e-04, eta: 2:34:58, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.7027, top5_acc: 0.8689, loss_cls: 1.2290, loss: 1.2290, grad_norm: 3.4793 2020-09-12 12:20:40,803 - mmaction - INFO - Epoch [137][560/627] lr: 6.000e-04, eta: 2:34:36, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.7109, top5_acc: 0.8697, loss_cls: 1.2321, loss: 1.2321, grad_norm: 3.5167 2020-09-12 12:21:03,150 - mmaction - INFO - Epoch [137][580/627] lr: 6.000e-04, eta: 2:34:13, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.7000, top5_acc: 0.8645, loss_cls: 1.2709, loss: 1.2709, grad_norm: 3.5291 2020-09-12 12:21:25,470 - mmaction - INFO - Epoch [137][600/627] lr: 6.000e-04, eta: 2:33:50, time: 1.126, data_time: 0.016, memory: 8471, top1_acc: 0.7098, top5_acc: 0.8710, loss_cls: 1.2191, loss: 1.2191, grad_norm: 3.5537 2020-09-12 12:21:47,706 - mmaction - INFO - Epoch [137][620/627] lr: 6.000e-04, eta: 2:33:28, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.7020, top5_acc: 0.8669, loss_cls: 1.2568, loss: 1.2568, grad_norm: 3.5624 2020-09-12 12:22:27,861 - mmaction - INFO - Epoch [138][20/627] lr: 6.000e-04, eta: 2:32:58, time: 1.692, data_time: 0.450, memory: 8471, top1_acc: 0.7100, top5_acc: 0.8723, loss_cls: 1.2116, loss: 1.2116, grad_norm: 3.4482 2020-09-12 12:22:50,112 - mmaction - INFO - Epoch [138][40/627] lr: 6.000e-04, eta: 2:32:35, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.7089, top5_acc: 0.8660, loss_cls: 1.2285, loss: 1.2285, grad_norm: 3.5398 2020-09-12 12:23:12,482 - mmaction - INFO - Epoch [138][60/627] lr: 6.000e-04, eta: 2:32:12, time: 1.119, data_time: 0.009, memory: 8471, top1_acc: 0.7085, top5_acc: 0.8689, loss_cls: 1.2291, loss: 1.2291, grad_norm: 3.4696 2020-09-12 12:23:34,704 - mmaction - INFO - Epoch [138][80/627] lr: 6.000e-04, eta: 2:31:50, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.7056, top5_acc: 0.8654, loss_cls: 1.2320, loss: 1.2320, grad_norm: 3.4890 2020-09-12 12:23:56,910 - mmaction - INFO - Epoch [138][100/627] lr: 6.000e-04, eta: 2:31:27, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.7108, top5_acc: 0.8715, loss_cls: 1.2118, loss: 1.2118, grad_norm: 3.4825 2020-09-12 12:24:19,181 - mmaction - INFO - Epoch [138][120/627] lr: 6.000e-04, eta: 2:31:05, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.7055, top5_acc: 0.8658, loss_cls: 1.2315, loss: 1.2315, grad_norm: 3.4965 2020-09-12 12:24:41,413 - mmaction - INFO - Epoch [138][140/627] lr: 6.000e-04, eta: 2:30:42, time: 1.122, data_time: 0.018, memory: 8471, top1_acc: 0.7035, top5_acc: 0.8655, loss_cls: 1.2467, loss: 1.2467, grad_norm: 3.5247 2020-09-12 12:25:03,668 - mmaction - INFO - Epoch [138][160/627] lr: 6.000e-04, eta: 2:30:19, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.7031, top5_acc: 0.8698, loss_cls: 1.2411, loss: 1.2411, grad_norm: 3.5396 2020-09-12 12:25:25,985 - mmaction - INFO - Epoch [138][180/627] lr: 6.000e-04, eta: 2:29:57, time: 1.107, data_time: 0.004, memory: 8471, top1_acc: 0.7118, top5_acc: 0.8699, loss_cls: 1.2212, loss: 1.2212, grad_norm: 3.5089 2020-09-12 12:25:48,261 - mmaction - INFO - Epoch [138][200/627] lr: 6.000e-04, eta: 2:29:34, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.7018, top5_acc: 0.8720, loss_cls: 1.2350, loss: 1.2350, grad_norm: 3.5649 2020-09-12 12:26:10,517 - mmaction - INFO - Epoch [138][220/627] lr: 6.000e-04, eta: 2:29:12, time: 1.119, data_time: 0.020, memory: 8471, top1_acc: 0.7053, top5_acc: 0.8723, loss_cls: 1.2128, loss: 1.2128, grad_norm: 3.5087 2020-09-12 12:26:32,837 - mmaction - INFO - Epoch [138][240/627] lr: 6.000e-04, eta: 2:28:49, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.7077, top5_acc: 0.8691, loss_cls: 1.2375, loss: 1.2375, grad_norm: 3.5337 2020-09-12 12:26:55,247 - mmaction - INFO - Epoch [138][260/627] lr: 6.000e-04, eta: 2:28:26, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.7083, top5_acc: 0.8668, loss_cls: 1.2347, loss: 1.2347, grad_norm: 3.4780 2020-09-12 12:27:17,473 - mmaction - INFO - Epoch [138][280/627] lr: 6.000e-04, eta: 2:28:04, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.7086, top5_acc: 0.8714, loss_cls: 1.2169, loss: 1.2169, grad_norm: 3.4981 2020-09-12 12:27:39,823 - mmaction - INFO - Epoch [138][300/627] lr: 6.000e-04, eta: 2:27:41, time: 1.121, data_time: 0.011, memory: 8471, top1_acc: 0.7184, top5_acc: 0.8697, loss_cls: 1.2021, loss: 1.2021, grad_norm: 3.4691 2020-09-12 12:28:02,041 - mmaction - INFO - Epoch [138][320/627] lr: 6.000e-04, eta: 2:27:19, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.7048, top5_acc: 0.8733, loss_cls: 1.2252, loss: 1.2252, grad_norm: 3.5127 2020-09-12 12:28:24,368 - mmaction - INFO - Epoch [138][340/627] lr: 6.000e-04, eta: 2:26:56, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.7087, top5_acc: 0.8680, loss_cls: 1.2170, loss: 1.2170, grad_norm: 3.5004 2020-09-12 12:28:46,643 - mmaction - INFO - Epoch [138][360/627] lr: 6.000e-04, eta: 2:26:33, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.6995, top5_acc: 0.8691, loss_cls: 1.2477, loss: 1.2477, grad_norm: 3.5657 2020-09-12 12:29:08,975 - mmaction - INFO - Epoch [138][380/627] lr: 6.000e-04, eta: 2:26:11, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.7025, top5_acc: 0.8686, loss_cls: 1.2457, loss: 1.2457, grad_norm: 3.5678 2020-09-12 12:29:31,245 - mmaction - INFO - Epoch [138][400/627] lr: 6.000e-04, eta: 2:25:48, time: 1.114, data_time: 0.004, memory: 8471, top1_acc: 0.7016, top5_acc: 0.8708, loss_cls: 1.2307, loss: 1.2307, grad_norm: 3.5210 2020-09-12 12:29:53,575 - mmaction - INFO - Epoch [138][420/627] lr: 6.000e-04, eta: 2:25:26, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.7044, top5_acc: 0.8693, loss_cls: 1.2267, loss: 1.2267, grad_norm: 3.5726 2020-09-12 12:30:15,842 - mmaction - INFO - Epoch [138][440/627] lr: 6.000e-04, eta: 2:25:03, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.7056, top5_acc: 0.8646, loss_cls: 1.2493, loss: 1.2493, grad_norm: 3.5575 2020-09-12 12:30:38,034 - mmaction - INFO - Epoch [138][460/627] lr: 6.000e-04, eta: 2:24:40, time: 1.119, data_time: 0.014, memory: 8471, top1_acc: 0.7073, top5_acc: 0.8727, loss_cls: 1.2067, loss: 1.2067, grad_norm: 3.5041 2020-09-12 12:31:00,362 - mmaction - INFO - Epoch [138][480/627] lr: 6.000e-04, eta: 2:24:18, time: 1.116, data_time: 0.004, memory: 8471, top1_acc: 0.7066, top5_acc: 0.8671, loss_cls: 1.2459, loss: 1.2459, grad_norm: 3.5694 2020-09-12 12:31:22,613 - mmaction - INFO - Epoch [138][500/627] lr: 6.000e-04, eta: 2:23:55, time: 1.103, data_time: 0.009, memory: 8471, top1_acc: 0.6957, top5_acc: 0.8667, loss_cls: 1.2506, loss: 1.2506, grad_norm: 3.5613 2020-09-12 12:31:44,873 - mmaction - INFO - Epoch [138][520/627] lr: 6.000e-04, eta: 2:23:33, time: 1.123, data_time: 0.015, memory: 8471, top1_acc: 0.7083, top5_acc: 0.8674, loss_cls: 1.2265, loss: 1.2265, grad_norm: 3.5516 2020-09-12 12:32:07,113 - mmaction - INFO - Epoch [138][540/627] lr: 6.000e-04, eta: 2:23:10, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.7095, top5_acc: 0.8710, loss_cls: 1.2217, loss: 1.2217, grad_norm: 3.4991 2020-09-12 12:32:29,364 - mmaction - INFO - Epoch [138][560/627] lr: 6.000e-04, eta: 2:22:47, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.7025, top5_acc: 0.8671, loss_cls: 1.2385, loss: 1.2385, grad_norm: 3.5120 2020-09-12 12:32:51,597 - mmaction - INFO - Epoch [138][580/627] lr: 6.000e-04, eta: 2:22:25, time: 1.106, data_time: 0.016, memory: 8471, top1_acc: 0.6970, top5_acc: 0.8714, loss_cls: 1.2531, loss: 1.2531, grad_norm: 3.5609 2020-09-12 12:33:13,866 - mmaction - INFO - Epoch [138][600/627] lr: 6.000e-04, eta: 2:22:02, time: 1.124, data_time: 0.016, memory: 8471, top1_acc: 0.6991, top5_acc: 0.8708, loss_cls: 1.2301, loss: 1.2301, grad_norm: 3.5703 2020-09-12 12:33:36,074 - mmaction - INFO - Epoch [138][620/627] lr: 6.000e-04, eta: 2:21:40, time: 1.103, data_time: 0.003, memory: 8471, top1_acc: 0.7092, top5_acc: 0.8673, loss_cls: 1.2358, loss: 1.2358, grad_norm: 3.5328 2020-09-12 12:34:16,417 - mmaction - INFO - Epoch [139][20/627] lr: 6.000e-04, eta: 2:21:09, time: 1.700, data_time: 0.513, memory: 8471, top1_acc: 0.7072, top5_acc: 0.8685, loss_cls: 1.2287, loss: 1.2287, grad_norm: 3.5397 2020-09-12 12:34:38,643 - mmaction - INFO - Epoch [139][40/627] lr: 6.000e-04, eta: 2:20:47, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.7008, top5_acc: 0.8674, loss_cls: 1.2405, loss: 1.2405, grad_norm: 3.5544 2020-09-12 12:35:00,946 - mmaction - INFO - Epoch [139][60/627] lr: 6.000e-04, eta: 2:20:24, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.6996, top5_acc: 0.8639, loss_cls: 1.2608, loss: 1.2608, grad_norm: 3.6053 2020-09-12 12:35:23,183 - mmaction - INFO - Epoch [139][80/627] lr: 6.000e-04, eta: 2:20:02, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.7053, top5_acc: 0.8702, loss_cls: 1.2348, loss: 1.2348, grad_norm: 3.5162 2020-09-12 12:35:45,431 - mmaction - INFO - Epoch [139][100/627] lr: 6.000e-04, eta: 2:19:39, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.7048, top5_acc: 0.8715, loss_cls: 1.2225, loss: 1.2225, grad_norm: 3.5347 2020-09-12 12:36:07,515 - mmaction - INFO - Epoch [139][120/627] lr: 6.000e-04, eta: 2:19:16, time: 1.109, data_time: 0.012, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8754, loss_cls: 1.2143, loss: 1.2143, grad_norm: 3.5052 2020-09-12 12:36:29,742 - mmaction - INFO - Epoch [139][140/627] lr: 6.000e-04, eta: 2:18:54, time: 1.103, data_time: 0.008, memory: 8471, top1_acc: 0.7073, top5_acc: 0.8725, loss_cls: 1.2038, loss: 1.2038, grad_norm: 3.5097 2020-09-12 12:36:52,010 - mmaction - INFO - Epoch [139][160/627] lr: 6.000e-04, eta: 2:18:31, time: 1.122, data_time: 0.013, memory: 8471, top1_acc: 0.7068, top5_acc: 0.8745, loss_cls: 1.2131, loss: 1.2131, grad_norm: 3.5447 2020-09-12 12:37:14,284 - mmaction - INFO - Epoch [139][180/627] lr: 6.000e-04, eta: 2:18:09, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.7142, top5_acc: 0.8734, loss_cls: 1.2241, loss: 1.2241, grad_norm: 3.4855 2020-09-12 12:37:36,595 - mmaction - INFO - Epoch [139][200/627] lr: 6.000e-04, eta: 2:17:46, time: 1.106, data_time: 0.008, memory: 8471, top1_acc: 0.7077, top5_acc: 0.8621, loss_cls: 1.2411, loss: 1.2411, grad_norm: 3.5490 2020-09-12 12:37:58,934 - mmaction - INFO - Epoch [139][220/627] lr: 6.000e-04, eta: 2:17:23, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.6980, top5_acc: 0.8598, loss_cls: 1.2601, loss: 1.2601, grad_norm: 3.5716 2020-09-12 12:38:21,201 - mmaction - INFO - Epoch [139][240/627] lr: 6.000e-04, eta: 2:17:01, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.7079, top5_acc: 0.8702, loss_cls: 1.2178, loss: 1.2178, grad_norm: 3.5086 2020-09-12 12:38:43,400 - mmaction - INFO - Epoch [139][260/627] lr: 6.000e-04, eta: 2:16:38, time: 1.113, data_time: 0.012, memory: 8471, top1_acc: 0.7018, top5_acc: 0.8688, loss_cls: 1.2284, loss: 1.2284, grad_norm: 3.5761 2020-09-12 12:39:05,565 - mmaction - INFO - Epoch [139][280/627] lr: 6.000e-04, eta: 2:16:16, time: 1.101, data_time: 0.006, memory: 8471, top1_acc: 0.7001, top5_acc: 0.8639, loss_cls: 1.2686, loss: 1.2686, grad_norm: 3.5779 2020-09-12 12:39:27,731 - mmaction - INFO - Epoch [139][300/627] lr: 6.000e-04, eta: 2:15:53, time: 1.106, data_time: 0.013, memory: 8471, top1_acc: 0.7132, top5_acc: 0.8732, loss_cls: 1.2142, loss: 1.2142, grad_norm: 3.4884 2020-09-12 12:39:49,935 - mmaction - INFO - Epoch [139][320/627] lr: 6.000e-04, eta: 2:15:30, time: 1.113, data_time: 0.020, memory: 8471, top1_acc: 0.7091, top5_acc: 0.8694, loss_cls: 1.2269, loss: 1.2269, grad_norm: 3.5134 2020-09-12 12:40:12,161 - mmaction - INFO - Epoch [139][340/627] lr: 6.000e-04, eta: 2:15:08, time: 1.116, data_time: 0.020, memory: 8471, top1_acc: 0.7098, top5_acc: 0.8743, loss_cls: 1.2151, loss: 1.2151, grad_norm: 3.5659 2020-09-12 12:40:34,384 - mmaction - INFO - Epoch [139][360/627] lr: 6.000e-04, eta: 2:14:45, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.7141, top5_acc: 0.8674, loss_cls: 1.2194, loss: 1.2194, grad_norm: 3.4941 2020-09-12 12:40:56,628 - mmaction - INFO - Epoch [139][380/627] lr: 6.000e-04, eta: 2:14:22, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.7103, top5_acc: 0.8764, loss_cls: 1.1972, loss: 1.1972, grad_norm: 3.5283 2020-09-12 12:41:19,008 - mmaction - INFO - Epoch [139][400/627] lr: 6.000e-04, eta: 2:14:00, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.7068, top5_acc: 0.8613, loss_cls: 1.2557, loss: 1.2557, grad_norm: 3.5338 2020-09-12 12:41:41,339 - mmaction - INFO - Epoch [139][420/627] lr: 6.000e-04, eta: 2:13:37, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.7151, top5_acc: 0.8702, loss_cls: 1.2159, loss: 1.2159, grad_norm: 3.4868 2020-09-12 12:42:03,691 - mmaction - INFO - Epoch [139][440/627] lr: 6.000e-04, eta: 2:13:15, time: 1.122, data_time: 0.009, memory: 8471, top1_acc: 0.7074, top5_acc: 0.8693, loss_cls: 1.2140, loss: 1.2140, grad_norm: 3.4951 2020-09-12 12:42:26,070 - mmaction - INFO - Epoch [139][460/627] lr: 6.000e-04, eta: 2:12:52, time: 1.117, data_time: 0.004, memory: 8471, top1_acc: 0.7013, top5_acc: 0.8672, loss_cls: 1.2467, loss: 1.2467, grad_norm: 3.5509 2020-09-12 12:42:48,393 - mmaction - INFO - Epoch [139][480/627] lr: 6.000e-04, eta: 2:12:30, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.7027, top5_acc: 0.8611, loss_cls: 1.2524, loss: 1.2524, grad_norm: 3.5718 2020-09-12 12:43:10,626 - mmaction - INFO - Epoch [139][500/627] lr: 6.000e-04, eta: 2:12:07, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.7013, top5_acc: 0.8715, loss_cls: 1.2289, loss: 1.2289, grad_norm: 3.5696 2020-09-12 12:43:32,908 - mmaction - INFO - Epoch [139][520/627] lr: 6.000e-04, eta: 2:11:44, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.6997, top5_acc: 0.8667, loss_cls: 1.2520, loss: 1.2520, grad_norm: 3.5228 2020-09-12 12:43:55,126 - mmaction - INFO - Epoch [139][540/627] lr: 6.000e-04, eta: 2:11:22, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.7052, top5_acc: 0.8686, loss_cls: 1.2277, loss: 1.2277, grad_norm: 3.5467 2020-09-12 12:44:17,385 - mmaction - INFO - Epoch [139][560/627] lr: 6.000e-04, eta: 2:10:59, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8737, loss_cls: 1.2010, loss: 1.2010, grad_norm: 3.4774 2020-09-12 12:44:39,524 - mmaction - INFO - Epoch [139][580/627] lr: 6.000e-04, eta: 2:10:37, time: 1.100, data_time: 0.007, memory: 8471, top1_acc: 0.7095, top5_acc: 0.8738, loss_cls: 1.2159, loss: 1.2159, grad_norm: 3.5340 2020-09-12 12:45:01,729 - mmaction - INFO - Epoch [139][600/627] lr: 6.000e-04, eta: 2:10:14, time: 1.116, data_time: 0.013, memory: 8471, top1_acc: 0.6913, top5_acc: 0.8616, loss_cls: 1.2931, loss: 1.2931, grad_norm: 3.6518 2020-09-12 12:45:23,980 - mmaction - INFO - Epoch [139][620/627] lr: 6.000e-04, eta: 2:09:51, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.7061, top5_acc: 0.8706, loss_cls: 1.2385, loss: 1.2385, grad_norm: 3.5420 2020-09-12 12:46:04,151 - mmaction - INFO - Epoch [140][20/627] lr: 6.000e-04, eta: 2:09:21, time: 1.698, data_time: 0.536, memory: 8471, top1_acc: 0.7085, top5_acc: 0.8747, loss_cls: 1.2037, loss: 1.2037, grad_norm: 3.5222 2020-09-12 12:46:26,482 - mmaction - INFO - Epoch [140][40/627] lr: 6.000e-04, eta: 2:08:59, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.6979, top5_acc: 0.8652, loss_cls: 1.2588, loss: 1.2588, grad_norm: 3.5742 2020-09-12 12:46:48,688 - mmaction - INFO - Epoch [140][60/627] lr: 6.000e-04, eta: 2:08:36, time: 1.110, data_time: 0.017, memory: 8471, top1_acc: 0.7007, top5_acc: 0.8725, loss_cls: 1.2198, loss: 1.2198, grad_norm: 3.5624 2020-09-12 12:47:10,951 - mmaction - INFO - Epoch [140][80/627] lr: 6.000e-04, eta: 2:08:13, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.7148, top5_acc: 0.8760, loss_cls: 1.1895, loss: 1.1895, grad_norm: 3.4949 2020-09-12 12:47:33,139 - mmaction - INFO - Epoch [140][100/627] lr: 6.000e-04, eta: 2:07:51, time: 1.101, data_time: 0.008, memory: 8471, top1_acc: 0.7125, top5_acc: 0.8695, loss_cls: 1.2018, loss: 1.2018, grad_norm: 3.4671 2020-09-12 12:47:55,430 - mmaction - INFO - Epoch [140][120/627] lr: 6.000e-04, eta: 2:07:28, time: 1.122, data_time: 0.016, memory: 8471, top1_acc: 0.7079, top5_acc: 0.8645, loss_cls: 1.2339, loss: 1.2339, grad_norm: 3.4879 2020-09-12 12:48:17,725 - mmaction - INFO - Epoch [140][140/627] lr: 6.000e-04, eta: 2:07:06, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.7059, top5_acc: 0.8733, loss_cls: 1.1945, loss: 1.1945, grad_norm: 3.5118 2020-09-12 12:48:39,928 - mmaction - INFO - Epoch [140][160/627] lr: 6.000e-04, eta: 2:06:43, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.7001, top5_acc: 0.8674, loss_cls: 1.2571, loss: 1.2571, grad_norm: 3.5736 2020-09-12 12:49:02,294 - mmaction - INFO - Epoch [140][180/627] lr: 6.000e-04, eta: 2:06:20, time: 1.119, data_time: 0.005, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8671, loss_cls: 1.2391, loss: 1.2391, grad_norm: 3.5493 2020-09-12 12:49:24,515 - mmaction - INFO - Epoch [140][200/627] lr: 6.000e-04, eta: 2:05:58, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.7113, top5_acc: 0.8708, loss_cls: 1.2163, loss: 1.2163, grad_norm: 3.5255 2020-09-12 12:49:46,725 - mmaction - INFO - Epoch [140][220/627] lr: 6.000e-04, eta: 2:05:35, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.7040, top5_acc: 0.8680, loss_cls: 1.2277, loss: 1.2277, grad_norm: 3.5512 2020-09-12 12:50:08,984 - mmaction - INFO - Epoch [140][240/627] lr: 6.000e-04, eta: 2:05:13, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.7126, top5_acc: 0.8763, loss_cls: 1.2039, loss: 1.2039, grad_norm: 3.5387 2020-09-12 12:50:31,237 - mmaction - INFO - Epoch [140][260/627] lr: 6.000e-04, eta: 2:04:50, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.7120, top5_acc: 0.8727, loss_cls: 1.2144, loss: 1.2144, grad_norm: 3.5513 2020-09-12 12:50:53,468 - mmaction - INFO - Epoch [140][280/627] lr: 6.000e-04, eta: 2:04:27, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.7104, top5_acc: 0.8668, loss_cls: 1.2325, loss: 1.2325, grad_norm: 3.5299 2020-09-12 12:51:15,749 - mmaction - INFO - Epoch [140][300/627] lr: 6.000e-04, eta: 2:04:05, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.6996, top5_acc: 0.8650, loss_cls: 1.2422, loss: 1.2422, grad_norm: 3.5232 2020-09-12 12:51:37,889 - mmaction - INFO - Epoch [140][320/627] lr: 6.000e-04, eta: 2:03:42, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.7066, top5_acc: 0.8665, loss_cls: 1.2414, loss: 1.2414, grad_norm: 3.5944 2020-09-12 12:52:00,171 - mmaction - INFO - Epoch [140][340/627] lr: 6.000e-04, eta: 2:03:20, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.7039, top5_acc: 0.8706, loss_cls: 1.2280, loss: 1.2280, grad_norm: 3.6166 2020-09-12 12:52:22,444 - mmaction - INFO - Epoch [140][360/627] lr: 6.000e-04, eta: 2:02:57, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.7103, top5_acc: 0.8680, loss_cls: 1.2253, loss: 1.2253, grad_norm: 3.5308 2020-09-12 12:52:44,734 - mmaction - INFO - Epoch [140][380/627] lr: 6.000e-04, eta: 2:02:34, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.7035, top5_acc: 0.8689, loss_cls: 1.2432, loss: 1.2432, grad_norm: 3.6037 2020-09-12 12:53:06,965 - mmaction - INFO - Epoch [140][400/627] lr: 6.000e-04, eta: 2:02:12, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.7103, top5_acc: 0.8686, loss_cls: 1.2106, loss: 1.2106, grad_norm: 3.5319 2020-09-12 12:53:29,208 - mmaction - INFO - Epoch [140][420/627] lr: 6.000e-04, eta: 2:01:49, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.7137, top5_acc: 0.8721, loss_cls: 1.1935, loss: 1.1935, grad_norm: 3.5152 2020-09-12 12:53:51,418 - mmaction - INFO - Epoch [140][440/627] lr: 6.000e-04, eta: 2:01:27, time: 1.101, data_time: 0.005, memory: 8471, top1_acc: 0.7111, top5_acc: 0.8711, loss_cls: 1.2171, loss: 1.2171, grad_norm: 3.5116 2020-09-12 12:54:13,634 - mmaction - INFO - Epoch [140][460/627] lr: 6.000e-04, eta: 2:01:04, time: 1.117, data_time: 0.013, memory: 8471, top1_acc: 0.7039, top5_acc: 0.8647, loss_cls: 1.2623, loss: 1.2623, grad_norm: 3.6069 2020-09-12 12:54:35,802 - mmaction - INFO - Epoch [140][480/627] lr: 6.000e-04, eta: 2:00:41, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.7061, top5_acc: 0.8694, loss_cls: 1.2315, loss: 1.2315, grad_norm: 3.5898 2020-09-12 12:54:58,080 - mmaction - INFO - Epoch [140][500/627] lr: 6.000e-04, eta: 2:00:19, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.7014, top5_acc: 0.8641, loss_cls: 1.2573, loss: 1.2573, grad_norm: 3.5628 2020-09-12 12:55:20,378 - mmaction - INFO - Epoch [140][520/627] lr: 6.000e-04, eta: 1:59:56, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.7053, top5_acc: 0.8701, loss_cls: 1.2320, loss: 1.2320, grad_norm: 3.6197 2020-09-12 12:55:42,556 - mmaction - INFO - Epoch [140][540/627] lr: 6.000e-04, eta: 1:59:34, time: 1.113, data_time: 0.016, memory: 8471, top1_acc: 0.7133, top5_acc: 0.8706, loss_cls: 1.2118, loss: 1.2118, grad_norm: 3.5427 2020-09-12 12:56:04,825 - mmaction - INFO - Epoch [140][560/627] lr: 6.000e-04, eta: 1:59:11, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.6940, top5_acc: 0.8655, loss_cls: 1.2732, loss: 1.2732, grad_norm: 3.5987 2020-09-12 12:56:27,046 - mmaction - INFO - Epoch [140][580/627] lr: 6.000e-04, eta: 1:58:48, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2341, loss: 1.2341, grad_norm: 3.5804 2020-09-12 12:56:49,210 - mmaction - INFO - Epoch [140][600/627] lr: 6.000e-04, eta: 1:58:26, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.7061, top5_acc: 0.8702, loss_cls: 1.2221, loss: 1.2221, grad_norm: 3.5837 2020-09-12 12:57:11,409 - mmaction - INFO - Epoch [140][620/627] lr: 6.000e-04, eta: 1:58:03, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.7133, top5_acc: 0.8687, loss_cls: 1.2148, loss: 1.2148, grad_norm: 3.5296 2020-09-12 12:57:17,595 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-09-12 12:57:51,450 - mmaction - INFO - Epoch [141][20/627] lr: 6.000e-04, eta: 1:57:33, time: 1.638, data_time: 0.502, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8684, loss_cls: 1.2231, loss: 1.2231, grad_norm: 3.4865 2020-09-12 12:58:13,644 - mmaction - INFO - Epoch [141][40/627] lr: 6.000e-04, eta: 1:57:10, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.7085, top5_acc: 0.8702, loss_cls: 1.2259, loss: 1.2259, grad_norm: 3.5534 2020-09-12 12:58:35,995 - mmaction - INFO - Epoch [141][60/627] lr: 6.000e-04, eta: 1:56:48, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.7074, top5_acc: 0.8663, loss_cls: 1.2310, loss: 1.2310, grad_norm: 3.5131 2020-09-12 12:58:58,298 - mmaction - INFO - Epoch [141][80/627] lr: 6.000e-04, eta: 1:56:25, time: 1.122, data_time: 0.012, memory: 8471, top1_acc: 0.7096, top5_acc: 0.8759, loss_cls: 1.1971, loss: 1.1971, grad_norm: 3.5509 2020-09-12 12:59:20,591 - mmaction - INFO - Epoch [141][100/627] lr: 6.000e-04, eta: 1:56:03, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.6977, top5_acc: 0.8637, loss_cls: 1.2731, loss: 1.2731, grad_norm: 3.6321 2020-09-12 12:59:42,852 - mmaction - INFO - Epoch [141][120/627] lr: 6.000e-04, eta: 1:55:40, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.7081, top5_acc: 0.8707, loss_cls: 1.2161, loss: 1.2161, grad_norm: 3.5469 2020-09-12 13:00:05,982 - mmaction - INFO - Epoch [141][140/627] lr: 6.000e-04, eta: 1:55:17, time: 1.148, data_time: 0.012, memory: 8471, top1_acc: 0.7100, top5_acc: 0.8738, loss_cls: 1.1993, loss: 1.1993, grad_norm: 3.5273 2020-09-12 13:00:28,368 - mmaction - INFO - Epoch [141][160/627] lr: 6.000e-04, eta: 1:54:55, time: 1.120, data_time: 0.025, memory: 8471, top1_acc: 0.7086, top5_acc: 0.8754, loss_cls: 1.2032, loss: 1.2032, grad_norm: 3.5880 2020-09-12 13:00:50,595 - mmaction - INFO - Epoch [141][180/627] lr: 6.000e-04, eta: 1:54:32, time: 1.121, data_time: 0.016, memory: 8471, top1_acc: 0.7026, top5_acc: 0.8672, loss_cls: 1.2400, loss: 1.2400, grad_norm: 3.5866 2020-09-12 13:01:12,853 - mmaction - INFO - Epoch [141][200/627] lr: 6.000e-04, eta: 1:54:10, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.6964, top5_acc: 0.8678, loss_cls: 1.2458, loss: 1.2458, grad_norm: 3.5875 2020-09-12 13:01:35,153 - mmaction - INFO - Epoch [141][220/627] lr: 6.000e-04, eta: 1:53:47, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.7044, top5_acc: 0.8681, loss_cls: 1.2404, loss: 1.2404, grad_norm: 3.6140 2020-09-12 13:01:57,381 - mmaction - INFO - Epoch [141][240/627] lr: 6.000e-04, eta: 1:53:24, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.7138, top5_acc: 0.8732, loss_cls: 1.2145, loss: 1.2145, grad_norm: 3.5314 2020-09-12 13:02:19,674 - mmaction - INFO - Epoch [141][260/627] lr: 6.000e-04, eta: 1:53:02, time: 1.112, data_time: 0.014, memory: 8471, top1_acc: 0.7023, top5_acc: 0.8663, loss_cls: 1.2462, loss: 1.2462, grad_norm: 3.6292 2020-09-12 13:02:41,882 - mmaction - INFO - Epoch [141][280/627] lr: 6.000e-04, eta: 1:52:39, time: 1.112, data_time: 0.014, memory: 8471, top1_acc: 0.7047, top5_acc: 0.8660, loss_cls: 1.2445, loss: 1.2445, grad_norm: 3.5629 2020-09-12 13:03:04,146 - mmaction - INFO - Epoch [141][300/627] lr: 6.000e-04, eta: 1:52:17, time: 1.121, data_time: 0.016, memory: 8471, top1_acc: 0.7137, top5_acc: 0.8711, loss_cls: 1.2220, loss: 1.2220, grad_norm: 3.5406 2020-09-12 13:03:26,385 - mmaction - INFO - Epoch [141][320/627] lr: 6.000e-04, eta: 1:51:54, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.7023, top5_acc: 0.8621, loss_cls: 1.2565, loss: 1.2565, grad_norm: 3.5668 2020-09-12 13:03:48,603 - mmaction - INFO - Epoch [141][340/627] lr: 6.000e-04, eta: 1:51:32, time: 1.108, data_time: 0.009, memory: 8471, top1_acc: 0.7113, top5_acc: 0.8699, loss_cls: 1.2142, loss: 1.2142, grad_norm: 3.5329 2020-09-12 13:04:10,876 - mmaction - INFO - Epoch [141][360/627] lr: 6.000e-04, eta: 1:51:09, time: 1.111, data_time: 0.010, memory: 8471, top1_acc: 0.7010, top5_acc: 0.8685, loss_cls: 1.2541, loss: 1.2541, grad_norm: 3.6112 2020-09-12 13:04:33,060 - mmaction - INFO - Epoch [141][380/627] lr: 6.000e-04, eta: 1:50:46, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.7107, top5_acc: 0.8711, loss_cls: 1.2214, loss: 1.2214, grad_norm: 3.5712 2020-09-12 13:04:55,428 - mmaction - INFO - Epoch [141][400/627] lr: 6.000e-04, eta: 1:50:24, time: 1.120, data_time: 0.009, memory: 8471, top1_acc: 0.6990, top5_acc: 0.8613, loss_cls: 1.2622, loss: 1.2622, grad_norm: 3.5858 2020-09-12 13:05:17,645 - mmaction - INFO - Epoch [141][420/627] lr: 6.000e-04, eta: 1:50:01, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7057, top5_acc: 0.8671, loss_cls: 1.2263, loss: 1.2263, grad_norm: 3.5615 2020-09-12 13:05:39,907 - mmaction - INFO - Epoch [141][440/627] lr: 6.000e-04, eta: 1:49:39, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7156, top5_acc: 0.8729, loss_cls: 1.1959, loss: 1.1959, grad_norm: 3.4839 2020-09-12 13:06:02,223 - mmaction - INFO - Epoch [141][460/627] lr: 6.000e-04, eta: 1:49:16, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.7053, top5_acc: 0.8725, loss_cls: 1.2265, loss: 1.2265, grad_norm: 3.5803 2020-09-12 13:06:24,359 - mmaction - INFO - Epoch [141][480/627] lr: 6.000e-04, eta: 1:48:53, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.6987, top5_acc: 0.8684, loss_cls: 1.2564, loss: 1.2564, grad_norm: 3.5929 2020-09-12 13:06:46,670 - mmaction - INFO - Epoch [141][500/627] lr: 6.000e-04, eta: 1:48:31, time: 1.113, data_time: 0.001, memory: 8471, top1_acc: 0.7010, top5_acc: 0.8635, loss_cls: 1.2620, loss: 1.2620, grad_norm: 3.6199 2020-09-12 13:07:08,960 - mmaction - INFO - Epoch [141][520/627] lr: 6.000e-04, eta: 1:48:08, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.7115, top5_acc: 0.8691, loss_cls: 1.2151, loss: 1.2151, grad_norm: 3.5288 2020-09-12 13:07:31,174 - mmaction - INFO - Epoch [141][540/627] lr: 6.000e-04, eta: 1:47:46, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.7132, top5_acc: 0.8727, loss_cls: 1.2063, loss: 1.2063, grad_norm: 3.5325 2020-09-12 13:07:53,366 - mmaction - INFO - Epoch [141][560/627] lr: 6.000e-04, eta: 1:47:23, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7035, top5_acc: 0.8723, loss_cls: 1.2216, loss: 1.2216, grad_norm: 3.5358 2020-09-12 13:08:15,585 - mmaction - INFO - Epoch [141][580/627] lr: 6.000e-04, eta: 1:47:00, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.7074, top5_acc: 0.8656, loss_cls: 1.2269, loss: 1.2269, grad_norm: 3.5247 2020-09-12 13:08:37,740 - mmaction - INFO - Epoch [141][600/627] lr: 6.000e-04, eta: 1:46:38, time: 1.103, data_time: 0.010, memory: 8471, top1_acc: 0.7064, top5_acc: 0.8721, loss_cls: 1.2097, loss: 1.2097, grad_norm: 3.5276 2020-09-12 13:09:00,123 - mmaction - INFO - Epoch [141][620/627] lr: 6.000e-04, eta: 1:46:15, time: 1.122, data_time: 0.011, memory: 8471, top1_acc: 0.7128, top5_acc: 0.8681, loss_cls: 1.2200, loss: 1.2200, grad_norm: 3.5288 2020-09-12 13:10:09,547 - mmaction - INFO - Epoch [142][20/627] lr: 6.000e-04, eta: 1:45:46, time: 2.449, data_time: 1.255, memory: 8471, top1_acc: 0.7081, top5_acc: 0.8740, loss_cls: 1.1917, loss: 1.1917, grad_norm: 3.4916 2020-09-12 13:10:31,678 - mmaction - INFO - Epoch [142][40/627] lr: 6.000e-04, eta: 1:45:23, time: 1.109, data_time: 0.010, memory: 8471, top1_acc: 0.6910, top5_acc: 0.8661, loss_cls: 1.2616, loss: 1.2616, grad_norm: 3.6144 2020-09-12 13:10:53,814 - mmaction - INFO - Epoch [142][60/627] lr: 6.000e-04, eta: 1:45:01, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.7146, top5_acc: 0.8750, loss_cls: 1.1906, loss: 1.1906, grad_norm: 3.5207 2020-09-12 13:11:16,012 - mmaction - INFO - Epoch [142][80/627] lr: 6.000e-04, eta: 1:44:38, time: 1.114, data_time: 0.016, memory: 8471, top1_acc: 0.7134, top5_acc: 0.8788, loss_cls: 1.1743, loss: 1.1743, grad_norm: 3.5374 2020-09-12 13:11:38,172 - mmaction - INFO - Epoch [142][100/627] lr: 6.000e-04, eta: 1:44:16, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.7074, top5_acc: 0.8758, loss_cls: 1.2042, loss: 1.2042, grad_norm: 3.5480 2020-09-12 13:12:00,382 - mmaction - INFO - Epoch [142][120/627] lr: 6.000e-04, eta: 1:43:53, time: 1.100, data_time: 0.005, memory: 8471, top1_acc: 0.7049, top5_acc: 0.8711, loss_cls: 1.2309, loss: 1.2309, grad_norm: 3.5753 2020-09-12 13:12:22,583 - mmaction - INFO - Epoch [142][140/627] lr: 6.000e-04, eta: 1:43:30, time: 1.117, data_time: 0.014, memory: 8471, top1_acc: 0.7124, top5_acc: 0.8760, loss_cls: 1.2044, loss: 1.2044, grad_norm: 3.5604 2020-09-12 13:12:44,763 - mmaction - INFO - Epoch [142][160/627] lr: 6.000e-04, eta: 1:43:08, time: 1.107, data_time: 0.008, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8702, loss_cls: 1.2219, loss: 1.2219, grad_norm: 3.5867 2020-09-12 13:13:07,007 - mmaction - INFO - Epoch [142][180/627] lr: 6.000e-04, eta: 1:42:45, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.7065, top5_acc: 0.8697, loss_cls: 1.2300, loss: 1.2300, grad_norm: 3.5535 2020-09-12 13:13:29,261 - mmaction - INFO - Epoch [142][200/627] lr: 6.000e-04, eta: 1:42:23, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8702, loss_cls: 1.2273, loss: 1.2273, grad_norm: 3.5410 2020-09-12 13:13:51,464 - mmaction - INFO - Epoch [142][220/627] lr: 6.000e-04, eta: 1:42:00, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.7116, top5_acc: 0.8710, loss_cls: 1.2347, loss: 1.2347, grad_norm: 3.5679 2020-09-12 13:14:13,729 - mmaction - INFO - Epoch [142][240/627] lr: 6.000e-04, eta: 1:41:37, time: 1.108, data_time: 0.015, memory: 8471, top1_acc: 0.7126, top5_acc: 0.8708, loss_cls: 1.2228, loss: 1.2228, grad_norm: 3.5534 2020-09-12 13:14:35,962 - mmaction - INFO - Epoch [142][260/627] lr: 6.000e-04, eta: 1:41:15, time: 1.116, data_time: 0.018, memory: 8471, top1_acc: 0.7129, top5_acc: 0.8758, loss_cls: 1.2064, loss: 1.2064, grad_norm: 3.5695 2020-09-12 13:14:58,274 - mmaction - INFO - Epoch [142][280/627] lr: 6.000e-04, eta: 1:40:52, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.7081, top5_acc: 0.8728, loss_cls: 1.2014, loss: 1.2014, grad_norm: 3.5315 2020-09-12 13:15:20,482 - mmaction - INFO - Epoch [142][300/627] lr: 6.000e-04, eta: 1:40:30, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2255, loss: 1.2255, grad_norm: 3.5713 2020-09-12 13:15:42,717 - mmaction - INFO - Epoch [142][320/627] lr: 6.000e-04, eta: 1:40:07, time: 1.106, data_time: 0.005, memory: 8471, top1_acc: 0.7082, top5_acc: 0.8669, loss_cls: 1.2220, loss: 1.2220, grad_norm: 3.5601 2020-09-12 13:16:04,922 - mmaction - INFO - Epoch [142][340/627] lr: 6.000e-04, eta: 1:39:44, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.7004, top5_acc: 0.8664, loss_cls: 1.2395, loss: 1.2395, grad_norm: 3.5863 2020-09-12 13:16:27,097 - mmaction - INFO - Epoch [142][360/627] lr: 6.000e-04, eta: 1:39:22, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.7121, top5_acc: 0.8698, loss_cls: 1.2225, loss: 1.2225, grad_norm: 3.5688 2020-09-12 13:16:49,288 - mmaction - INFO - Epoch [142][380/627] lr: 6.000e-04, eta: 1:38:59, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.7040, top5_acc: 0.8622, loss_cls: 1.2438, loss: 1.2438, grad_norm: 3.5486 2020-09-12 13:17:11,603 - mmaction - INFO - Epoch [142][400/627] lr: 6.000e-04, eta: 1:38:37, time: 1.116, data_time: 0.011, memory: 8471, top1_acc: 0.7105, top5_acc: 0.8694, loss_cls: 1.2318, loss: 1.2318, grad_norm: 3.5744 2020-09-12 13:17:33,915 - mmaction - INFO - Epoch [142][420/627] lr: 6.000e-04, eta: 1:38:14, time: 1.120, data_time: 0.012, memory: 8471, top1_acc: 0.7023, top5_acc: 0.8677, loss_cls: 1.2367, loss: 1.2367, grad_norm: 3.6089 2020-09-12 13:17:56,175 - mmaction - INFO - Epoch [142][440/627] lr: 6.000e-04, eta: 1:37:52, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.7107, top5_acc: 0.8734, loss_cls: 1.2099, loss: 1.2099, grad_norm: 3.5525 2020-09-12 13:18:18,558 - mmaction - INFO - Epoch [142][460/627] lr: 6.000e-04, eta: 1:37:29, time: 1.123, data_time: 0.011, memory: 8471, top1_acc: 0.7098, top5_acc: 0.8680, loss_cls: 1.2236, loss: 1.2236, grad_norm: 3.5586 2020-09-12 13:18:40,812 - mmaction - INFO - Epoch [142][480/627] lr: 6.000e-04, eta: 1:37:06, time: 1.114, data_time: 0.006, memory: 8471, top1_acc: 0.7040, top5_acc: 0.8629, loss_cls: 1.2602, loss: 1.2602, grad_norm: 3.6129 2020-09-12 13:19:03,082 - mmaction - INFO - Epoch [142][500/627] lr: 6.000e-04, eta: 1:36:44, time: 1.113, data_time: 0.006, memory: 8471, top1_acc: 0.7076, top5_acc: 0.8730, loss_cls: 1.2125, loss: 1.2125, grad_norm: 3.5639 2020-09-12 13:19:25,299 - mmaction - INFO - Epoch [142][520/627] lr: 6.000e-04, eta: 1:36:21, time: 1.102, data_time: 0.009, memory: 8471, top1_acc: 0.7148, top5_acc: 0.8747, loss_cls: 1.1797, loss: 1.1797, grad_norm: 3.4636 2020-09-12 13:19:47,555 - mmaction - INFO - Epoch [142][540/627] lr: 6.000e-04, eta: 1:35:59, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.7005, top5_acc: 0.8697, loss_cls: 1.2246, loss: 1.2246, grad_norm: 3.5430 2020-09-12 13:20:09,854 - mmaction - INFO - Epoch [142][560/627] lr: 6.000e-04, eta: 1:35:36, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.7098, top5_acc: 0.8740, loss_cls: 1.2148, loss: 1.2148, grad_norm: 3.5611 2020-09-12 13:20:32,194 - mmaction - INFO - Epoch [142][580/627] lr: 6.000e-04, eta: 1:35:13, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.7086, top5_acc: 0.8694, loss_cls: 1.2236, loss: 1.2236, grad_norm: 3.5977 2020-09-12 13:20:54,444 - mmaction - INFO - Epoch [142][600/627] lr: 6.000e-04, eta: 1:34:51, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.7064, top5_acc: 0.8717, loss_cls: 1.2301, loss: 1.2301, grad_norm: 3.5401 2020-09-12 13:21:16,563 - mmaction - INFO - Epoch [142][620/627] lr: 6.000e-04, eta: 1:34:28, time: 1.104, data_time: 0.004, memory: 8471, top1_acc: 0.6956, top5_acc: 0.8638, loss_cls: 1.2549, loss: 1.2549, grad_norm: 3.6730 2020-09-12 13:21:56,972 - mmaction - INFO - Epoch [143][20/627] lr: 6.000e-04, eta: 1:33:58, time: 1.709, data_time: 0.509, memory: 8471, top1_acc: 0.7107, top5_acc: 0.8707, loss_cls: 1.2076, loss: 1.2076, grad_norm: 3.5526 2020-09-12 13:22:19,316 - mmaction - INFO - Epoch [143][40/627] lr: 6.000e-04, eta: 1:33:35, time: 1.115, data_time: 0.004, memory: 8471, top1_acc: 0.7151, top5_acc: 0.8689, loss_cls: 1.2015, loss: 1.2015, grad_norm: 3.4696 2020-09-12 13:22:41,460 - mmaction - INFO - Epoch [143][60/627] lr: 6.000e-04, eta: 1:33:13, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.7013, top5_acc: 0.8737, loss_cls: 1.2244, loss: 1.2244, grad_norm: 3.6248 2020-09-12 13:23:03,709 - mmaction - INFO - Epoch [143][80/627] lr: 6.000e-04, eta: 1:32:50, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.7104, top5_acc: 0.8704, loss_cls: 1.2186, loss: 1.2186, grad_norm: 3.5877 2020-09-12 13:23:25,982 - mmaction - INFO - Epoch [143][100/627] lr: 6.000e-04, eta: 1:32:28, time: 1.105, data_time: 0.008, memory: 8471, top1_acc: 0.7163, top5_acc: 0.8747, loss_cls: 1.2018, loss: 1.2018, grad_norm: 3.5443 2020-09-12 13:23:48,137 - mmaction - INFO - Epoch [143][120/627] lr: 6.000e-04, eta: 1:32:05, time: 1.117, data_time: 0.015, memory: 8471, top1_acc: 0.7079, top5_acc: 0.8686, loss_cls: 1.2175, loss: 1.2175, grad_norm: 3.5617 2020-09-12 13:24:10,434 - mmaction - INFO - Epoch [143][140/627] lr: 6.000e-04, eta: 1:31:42, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.7197, top5_acc: 0.8730, loss_cls: 1.1729, loss: 1.1729, grad_norm: 3.5133 2020-09-12 13:24:32,679 - mmaction - INFO - Epoch [143][160/627] lr: 6.000e-04, eta: 1:31:20, time: 1.123, data_time: 0.015, memory: 8471, top1_acc: 0.7099, top5_acc: 0.8708, loss_cls: 1.2002, loss: 1.2002, grad_norm: 3.5672 2020-09-12 13:24:54,909 - mmaction - INFO - Epoch [143][180/627] lr: 6.000e-04, eta: 1:30:57, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.7113, top5_acc: 0.8706, loss_cls: 1.2268, loss: 1.2268, grad_norm: 3.5987 2020-09-12 13:25:17,189 - mmaction - INFO - Epoch [143][200/627] lr: 6.000e-04, eta: 1:30:35, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.7027, top5_acc: 0.8720, loss_cls: 1.2229, loss: 1.2229, grad_norm: 3.5771 2020-09-12 13:25:39,495 - mmaction - INFO - Epoch [143][220/627] lr: 6.000e-04, eta: 1:30:12, time: 1.117, data_time: 0.008, memory: 8471, top1_acc: 0.7092, top5_acc: 0.8762, loss_cls: 1.1969, loss: 1.1969, grad_norm: 3.5703 2020-09-12 13:26:01,736 - mmaction - INFO - Epoch [143][240/627] lr: 6.000e-04, eta: 1:29:49, time: 1.106, data_time: 0.009, memory: 8471, top1_acc: 0.7035, top5_acc: 0.8775, loss_cls: 1.1999, loss: 1.1999, grad_norm: 3.6076 2020-09-12 13:26:24,023 - mmaction - INFO - Epoch [143][260/627] lr: 6.000e-04, eta: 1:29:27, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.7027, top5_acc: 0.8677, loss_cls: 1.2388, loss: 1.2388, grad_norm: 3.5746 2020-09-12 13:26:46,327 - mmaction - INFO - Epoch [143][280/627] lr: 6.000e-04, eta: 1:29:04, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.7086, top5_acc: 0.8699, loss_cls: 1.2224, loss: 1.2224, grad_norm: 3.5868 2020-09-12 13:27:08,633 - mmaction - INFO - Epoch [143][300/627] lr: 6.000e-04, eta: 1:28:42, time: 1.116, data_time: 0.009, memory: 8471, top1_acc: 0.6957, top5_acc: 0.8648, loss_cls: 1.2662, loss: 1.2662, grad_norm: 3.6318 2020-09-12 13:27:30,974 - mmaction - INFO - Epoch [143][320/627] lr: 6.000e-04, eta: 1:28:19, time: 1.117, data_time: 0.004, memory: 8471, top1_acc: 0.7064, top5_acc: 0.8755, loss_cls: 1.2151, loss: 1.2151, grad_norm: 3.6445 2020-09-12 13:27:53,207 - mmaction - INFO - Epoch [143][340/627] lr: 6.000e-04, eta: 1:27:57, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.7143, top5_acc: 0.8741, loss_cls: 1.1847, loss: 1.1847, grad_norm: 3.5305 2020-09-12 13:28:15,428 - mmaction - INFO - Epoch [143][360/627] lr: 6.000e-04, eta: 1:27:34, time: 1.102, data_time: 0.010, memory: 8471, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2439, loss: 1.2439, grad_norm: 3.6456 2020-09-12 13:28:37,732 - mmaction - INFO - Epoch [143][380/627] lr: 6.000e-04, eta: 1:27:11, time: 1.125, data_time: 0.014, memory: 8471, top1_acc: 0.7035, top5_acc: 0.8697, loss_cls: 1.2395, loss: 1.2395, grad_norm: 3.6090 2020-09-12 13:28:59,938 - mmaction - INFO - Epoch [143][400/627] lr: 6.000e-04, eta: 1:26:49, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.7016, top5_acc: 0.8676, loss_cls: 1.2394, loss: 1.2394, grad_norm: 3.5994 2020-09-12 13:29:22,288 - mmaction - INFO - Epoch [143][420/627] lr: 6.000e-04, eta: 1:26:26, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.7043, top5_acc: 0.8693, loss_cls: 1.2308, loss: 1.2308, grad_norm: 3.5956 2020-09-12 13:29:44,552 - mmaction - INFO - Epoch [143][440/627] lr: 6.000e-04, eta: 1:26:04, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.7115, top5_acc: 0.8672, loss_cls: 1.2178, loss: 1.2178, grad_norm: 3.5615 2020-09-12 13:30:06,753 - mmaction - INFO - Epoch [143][460/627] lr: 6.000e-04, eta: 1:25:41, time: 1.112, data_time: 0.008, memory: 8471, top1_acc: 0.7010, top5_acc: 0.8650, loss_cls: 1.2480, loss: 1.2480, grad_norm: 3.6304 2020-09-12 13:30:29,028 - mmaction - INFO - Epoch [143][480/627] lr: 6.000e-04, eta: 1:25:18, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.7008, top5_acc: 0.8667, loss_cls: 1.2479, loss: 1.2479, grad_norm: 3.6070 2020-09-12 13:30:51,349 - mmaction - INFO - Epoch [143][500/627] lr: 6.000e-04, eta: 1:24:56, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.7014, top5_acc: 0.8681, loss_cls: 1.2596, loss: 1.2596, grad_norm: 3.6059 2020-09-12 13:31:13,548 - mmaction - INFO - Epoch [143][520/627] lr: 6.000e-04, eta: 1:24:33, time: 1.106, data_time: 0.003, memory: 8471, top1_acc: 0.7104, top5_acc: 0.8695, loss_cls: 1.2290, loss: 1.2290, grad_norm: 3.5994 2020-09-12 13:31:35,785 - mmaction - INFO - Epoch [143][540/627] lr: 6.000e-04, eta: 1:24:11, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.7025, top5_acc: 0.8746, loss_cls: 1.2172, loss: 1.2172, grad_norm: 3.6382 2020-09-12 13:31:58,048 - mmaction - INFO - Epoch [143][560/627] lr: 6.000e-04, eta: 1:23:48, time: 1.106, data_time: 0.003, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.2253, loss: 1.2253, grad_norm: 3.5994 2020-09-12 13:32:20,230 - mmaction - INFO - Epoch [143][580/627] lr: 6.000e-04, eta: 1:23:26, time: 1.114, data_time: 0.013, memory: 8471, top1_acc: 0.6997, top5_acc: 0.8703, loss_cls: 1.2605, loss: 1.2605, grad_norm: 3.5902 2020-09-12 13:32:42,483 - mmaction - INFO - Epoch [143][600/627] lr: 6.000e-04, eta: 1:23:03, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.7156, top5_acc: 0.8706, loss_cls: 1.2132, loss: 1.2132, grad_norm: 3.5487 2020-09-12 13:33:04,813 - mmaction - INFO - Epoch [143][620/627] lr: 6.000e-04, eta: 1:22:40, time: 1.114, data_time: 0.017, memory: 8471, top1_acc: 0.7109, top5_acc: 0.8730, loss_cls: 1.1990, loss: 1.1990, grad_norm: 3.5582 2020-09-12 13:33:45,041 - mmaction - INFO - Epoch [144][20/627] lr: 6.000e-04, eta: 1:22:10, time: 1.693, data_time: 0.508, memory: 8471, top1_acc: 0.7029, top5_acc: 0.8716, loss_cls: 1.2348, loss: 1.2348, grad_norm: 3.5973 2020-09-12 13:34:07,269 - mmaction - INFO - Epoch [144][40/627] lr: 6.000e-04, eta: 1:21:47, time: 1.119, data_time: 0.020, memory: 8471, top1_acc: 0.7111, top5_acc: 0.8714, loss_cls: 1.2300, loss: 1.2300, grad_norm: 3.5854 2020-09-12 13:34:29,456 - mmaction - INFO - Epoch [144][60/627] lr: 6.000e-04, eta: 1:21:25, time: 1.101, data_time: 0.006, memory: 8471, top1_acc: 0.6965, top5_acc: 0.8669, loss_cls: 1.2529, loss: 1.2529, grad_norm: 3.6083 2020-09-12 13:34:51,722 - mmaction - INFO - Epoch [144][80/627] lr: 6.000e-04, eta: 1:21:02, time: 1.120, data_time: 0.017, memory: 8471, top1_acc: 0.7125, top5_acc: 0.8716, loss_cls: 1.2129, loss: 1.2129, grad_norm: 3.5794 2020-09-12 13:35:13,994 - mmaction - INFO - Epoch [144][100/627] lr: 6.000e-04, eta: 1:20:40, time: 1.116, data_time: 0.012, memory: 8471, top1_acc: 0.7115, top5_acc: 0.8719, loss_cls: 1.1908, loss: 1.1908, grad_norm: 3.5583 2020-09-12 13:35:36,189 - mmaction - INFO - Epoch [144][120/627] lr: 6.000e-04, eta: 1:20:17, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.7014, top5_acc: 0.8723, loss_cls: 1.2252, loss: 1.2252, grad_norm: 3.6387 2020-09-12 13:35:58,421 - mmaction - INFO - Epoch [144][140/627] lr: 6.000e-04, eta: 1:19:55, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.7148, top5_acc: 0.8738, loss_cls: 1.2025, loss: 1.2025, grad_norm: 3.5476 2020-09-12 13:36:20,572 - mmaction - INFO - Epoch [144][160/627] lr: 6.000e-04, eta: 1:19:32, time: 1.103, data_time: 0.006, memory: 8471, top1_acc: 0.7059, top5_acc: 0.8716, loss_cls: 1.2184, loss: 1.2184, grad_norm: 3.6020 2020-09-12 13:36:42,852 - mmaction - INFO - Epoch [144][180/627] lr: 6.000e-04, eta: 1:19:09, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.7038, top5_acc: 0.8688, loss_cls: 1.2298, loss: 1.2298, grad_norm: 3.6013 2020-09-12 13:37:05,123 - mmaction - INFO - Epoch [144][200/627] lr: 6.000e-04, eta: 1:18:47, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8720, loss_cls: 1.2153, loss: 1.2153, grad_norm: 3.6319 2020-09-12 13:37:27,451 - mmaction - INFO - Epoch [144][220/627] lr: 6.000e-04, eta: 1:18:24, time: 1.117, data_time: 0.021, memory: 8471, top1_acc: 0.7065, top5_acc: 0.8688, loss_cls: 1.2346, loss: 1.2346, grad_norm: 3.6323 2020-09-12 13:37:49,829 - mmaction - INFO - Epoch [144][240/627] lr: 6.000e-04, eta: 1:18:02, time: 1.125, data_time: 0.020, memory: 8471, top1_acc: 0.7086, top5_acc: 0.8698, loss_cls: 1.2210, loss: 1.2210, grad_norm: 3.5730 2020-09-12 13:38:12,097 - mmaction - INFO - Epoch [144][260/627] lr: 6.000e-04, eta: 1:17:39, time: 1.114, data_time: 0.008, memory: 8471, top1_acc: 0.7039, top5_acc: 0.8673, loss_cls: 1.2300, loss: 1.2300, grad_norm: 3.5871 2020-09-12 13:38:34,400 - mmaction - INFO - Epoch [144][280/627] lr: 6.000e-04, eta: 1:17:16, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.7066, top5_acc: 0.8750, loss_cls: 1.2087, loss: 1.2087, grad_norm: 3.5940 2020-09-12 13:38:56,618 - mmaction - INFO - Epoch [144][300/627] lr: 6.000e-04, eta: 1:16:54, time: 1.106, data_time: 0.007, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8747, loss_cls: 1.2177, loss: 1.2177, grad_norm: 3.6064 2020-09-12 13:39:18,820 - mmaction - INFO - Epoch [144][320/627] lr: 6.000e-04, eta: 1:16:31, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.7065, top5_acc: 0.8668, loss_cls: 1.2396, loss: 1.2396, grad_norm: 3.5775 2020-09-12 13:39:41,026 - mmaction - INFO - Epoch [144][340/627] lr: 6.000e-04, eta: 1:16:09, time: 1.101, data_time: 0.004, memory: 8471, top1_acc: 0.6988, top5_acc: 0.8759, loss_cls: 1.2297, loss: 1.2297, grad_norm: 3.5990 2020-09-12 13:40:03,237 - mmaction - INFO - Epoch [144][360/627] lr: 6.000e-04, eta: 1:15:46, time: 1.108, data_time: 0.015, memory: 8471, top1_acc: 0.7049, top5_acc: 0.8730, loss_cls: 1.2255, loss: 1.2255, grad_norm: 3.5893 2020-09-12 13:40:25,572 - mmaction - INFO - Epoch [144][380/627] lr: 6.000e-04, eta: 1:15:24, time: 1.124, data_time: 0.017, memory: 8471, top1_acc: 0.7152, top5_acc: 0.8706, loss_cls: 1.2100, loss: 1.2100, grad_norm: 3.5286 2020-09-12 13:40:47,950 - mmaction - INFO - Epoch [144][400/627] lr: 6.000e-04, eta: 1:15:01, time: 1.121, data_time: 0.009, memory: 8471, top1_acc: 0.7124, top5_acc: 0.8727, loss_cls: 1.2088, loss: 1.2088, grad_norm: 3.5739 2020-09-12 13:41:10,239 - mmaction - INFO - Epoch [144][420/627] lr: 6.000e-04, eta: 1:14:38, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.7143, top5_acc: 0.8723, loss_cls: 1.1980, loss: 1.1980, grad_norm: 3.5703 2020-09-12 13:41:32,557 - mmaction - INFO - Epoch [144][440/627] lr: 6.000e-04, eta: 1:14:16, time: 1.114, data_time: 0.005, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8746, loss_cls: 1.2154, loss: 1.2154, grad_norm: 3.6292 2020-09-12 13:41:54,758 - mmaction - INFO - Epoch [144][460/627] lr: 6.000e-04, eta: 1:13:53, time: 1.110, data_time: 0.010, memory: 8471, top1_acc: 0.7156, top5_acc: 0.8704, loss_cls: 1.2147, loss: 1.2147, grad_norm: 3.5572 2020-09-12 13:42:16,946 - mmaction - INFO - Epoch [144][480/627] lr: 6.000e-04, eta: 1:13:31, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.7151, top5_acc: 0.8757, loss_cls: 1.1778, loss: 1.1778, grad_norm: 3.5307 2020-09-12 13:42:39,089 - mmaction - INFO - Epoch [144][500/627] lr: 6.000e-04, eta: 1:13:08, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.7120, top5_acc: 0.8746, loss_cls: 1.2012, loss: 1.2012, grad_norm: 3.5878 2020-09-12 13:43:01,407 - mmaction - INFO - Epoch [144][520/627] lr: 6.000e-04, eta: 1:12:45, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.7082, top5_acc: 0.8734, loss_cls: 1.2007, loss: 1.2007, grad_norm: 3.5822 2020-09-12 13:43:23,605 - mmaction - INFO - Epoch [144][540/627] lr: 6.000e-04, eta: 1:12:23, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.6984, top5_acc: 0.8698, loss_cls: 1.2378, loss: 1.2378, grad_norm: 3.6515 2020-09-12 13:43:45,926 - mmaction - INFO - Epoch [144][560/627] lr: 6.000e-04, eta: 1:12:00, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.7138, top5_acc: 0.8758, loss_cls: 1.2119, loss: 1.2119, grad_norm: 3.6123 2020-09-12 13:44:08,078 - mmaction - INFO - Epoch [144][580/627] lr: 6.000e-04, eta: 1:11:38, time: 1.116, data_time: 0.014, memory: 8471, top1_acc: 0.7147, top5_acc: 0.8699, loss_cls: 1.2070, loss: 1.2070, grad_norm: 3.5716 2020-09-12 13:44:30,223 - mmaction - INFO - Epoch [144][600/627] lr: 6.000e-04, eta: 1:11:15, time: 1.101, data_time: 0.007, memory: 8471, top1_acc: 0.7146, top5_acc: 0.8754, loss_cls: 1.1712, loss: 1.1712, grad_norm: 3.5306 2020-09-12 13:44:52,583 - mmaction - INFO - Epoch [144][620/627] lr: 6.000e-04, eta: 1:10:53, time: 1.123, data_time: 0.011, memory: 8471, top1_acc: 0.7055, top5_acc: 0.8655, loss_cls: 1.2528, loss: 1.2528, grad_norm: 3.6692 2020-09-12 13:45:32,817 - mmaction - INFO - Epoch [145][20/627] lr: 6.000e-04, eta: 1:10:22, time: 1.690, data_time: 0.522, memory: 8471, top1_acc: 0.7034, top5_acc: 0.8596, loss_cls: 1.2464, loss: 1.2464, grad_norm: 3.5916 2020-09-12 13:45:55,157 - mmaction - INFO - Epoch [145][40/627] lr: 6.000e-04, eta: 1:10:00, time: 1.120, data_time: 0.017, memory: 8471, top1_acc: 0.7104, top5_acc: 0.8681, loss_cls: 1.2208, loss: 1.2208, grad_norm: 3.5724 2020-09-12 13:46:17,523 - mmaction - INFO - Epoch [145][60/627] lr: 6.000e-04, eta: 1:09:37, time: 1.124, data_time: 0.013, memory: 8471, top1_acc: 0.7012, top5_acc: 0.8624, loss_cls: 1.2649, loss: 1.2649, grad_norm: 3.6285 2020-09-12 13:46:39,788 - mmaction - INFO - Epoch [145][80/627] lr: 6.000e-04, eta: 1:09:14, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.7076, top5_acc: 0.8757, loss_cls: 1.1908, loss: 1.1908, grad_norm: 3.5724 2020-09-12 13:47:01,990 - mmaction - INFO - Epoch [145][100/627] lr: 6.000e-04, eta: 1:08:52, time: 1.108, data_time: 0.012, memory: 8471, top1_acc: 0.7069, top5_acc: 0.8753, loss_cls: 1.2044, loss: 1.2044, grad_norm: 3.5938 2020-09-12 13:47:24,218 - mmaction - INFO - Epoch [145][120/627] lr: 6.000e-04, eta: 1:08:29, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8664, loss_cls: 1.2227, loss: 1.2227, grad_norm: 3.5288 2020-09-12 13:47:46,497 - mmaction - INFO - Epoch [145][140/627] lr: 6.000e-04, eta: 1:08:07, time: 1.120, data_time: 0.015, memory: 8471, top1_acc: 0.7007, top5_acc: 0.8673, loss_cls: 1.2408, loss: 1.2408, grad_norm: 3.6263 2020-09-12 13:48:08,590 - mmaction - INFO - Epoch [145][160/627] lr: 6.000e-04, eta: 1:07:44, time: 1.100, data_time: 0.005, memory: 8471, top1_acc: 0.7118, top5_acc: 0.8720, loss_cls: 1.2090, loss: 1.2090, grad_norm: 3.5894 2020-09-12 13:48:30,748 - mmaction - INFO - Epoch [145][180/627] lr: 6.000e-04, eta: 1:07:22, time: 1.108, data_time: 0.011, memory: 8471, top1_acc: 0.7132, top5_acc: 0.8727, loss_cls: 1.2016, loss: 1.2016, grad_norm: 3.6007 2020-09-12 13:48:53,103 - mmaction - INFO - Epoch [145][200/627] lr: 6.000e-04, eta: 1:06:59, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8733, loss_cls: 1.2092, loss: 1.2092, grad_norm: 3.6092 2020-09-12 13:49:15,354 - mmaction - INFO - Epoch [145][220/627] lr: 6.000e-04, eta: 1:06:36, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.7018, top5_acc: 0.8650, loss_cls: 1.2263, loss: 1.2263, grad_norm: 3.5974 2020-09-12 13:49:37,690 - mmaction - INFO - Epoch [145][240/627] lr: 6.000e-04, eta: 1:06:14, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.7120, top5_acc: 0.8772, loss_cls: 1.2008, loss: 1.2008, grad_norm: 3.5661 2020-09-12 13:49:59,884 - mmaction - INFO - Epoch [145][260/627] lr: 6.000e-04, eta: 1:05:51, time: 1.118, data_time: 0.019, memory: 8471, top1_acc: 0.7055, top5_acc: 0.8701, loss_cls: 1.2357, loss: 1.2357, grad_norm: 3.5723 2020-09-12 13:50:22,141 - mmaction - INFO - Epoch [145][280/627] lr: 6.000e-04, eta: 1:05:29, time: 1.113, data_time: 0.005, memory: 8471, top1_acc: 0.7068, top5_acc: 0.8747, loss_cls: 1.2034, loss: 1.2034, grad_norm: 3.5873 2020-09-12 13:50:44,442 - mmaction - INFO - Epoch [145][300/627] lr: 6.000e-04, eta: 1:05:06, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.7150, top5_acc: 0.8701, loss_cls: 1.2066, loss: 1.2066, grad_norm: 3.5555 2020-09-12 13:51:06,838 - mmaction - INFO - Epoch [145][320/627] lr: 6.000e-04, eta: 1:04:43, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.7048, top5_acc: 0.8707, loss_cls: 1.2111, loss: 1.2111, grad_norm: 3.5700 2020-09-12 13:51:29,111 - mmaction - INFO - Epoch [145][340/627] lr: 6.000e-04, eta: 1:04:21, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.7135, top5_acc: 0.8746, loss_cls: 1.1849, loss: 1.1849, grad_norm: 3.5654 2020-09-12 13:51:51,273 - mmaction - INFO - Epoch [145][360/627] lr: 6.000e-04, eta: 1:03:58, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.7020, top5_acc: 0.8689, loss_cls: 1.2286, loss: 1.2286, grad_norm: 3.6018 2020-09-12 13:52:13,454 - mmaction - INFO - Epoch [145][380/627] lr: 6.000e-04, eta: 1:03:36, time: 1.109, data_time: 0.011, memory: 8471, top1_acc: 0.7079, top5_acc: 0.8743, loss_cls: 1.2099, loss: 1.2099, grad_norm: 3.6047 2020-09-12 13:52:35,665 - mmaction - INFO - Epoch [145][400/627] lr: 6.000e-04, eta: 1:03:13, time: 1.109, data_time: 0.014, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8681, loss_cls: 1.2319, loss: 1.2319, grad_norm: 3.5519 2020-09-12 13:52:57,914 - mmaction - INFO - Epoch [145][420/627] lr: 6.000e-04, eta: 1:02:51, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.7130, top5_acc: 0.8732, loss_cls: 1.2011, loss: 1.2011, grad_norm: 3.5718 2020-09-12 13:53:20,174 - mmaction - INFO - Epoch [145][440/627] lr: 6.000e-04, eta: 1:02:28, time: 1.109, data_time: 0.005, memory: 8471, top1_acc: 0.7216, top5_acc: 0.8798, loss_cls: 1.1835, loss: 1.1835, grad_norm: 3.5690 2020-09-12 13:53:42,415 - mmaction - INFO - Epoch [145][460/627] lr: 6.000e-04, eta: 1:02:05, time: 1.116, data_time: 0.010, memory: 8471, top1_acc: 0.7078, top5_acc: 0.8741, loss_cls: 1.1934, loss: 1.1934, grad_norm: 3.6287 2020-09-12 13:54:04,734 - mmaction - INFO - Epoch [145][480/627] lr: 6.000e-04, eta: 1:01:43, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.7145, top5_acc: 0.8754, loss_cls: 1.1902, loss: 1.1902, grad_norm: 3.6114 2020-09-12 13:54:27,031 - mmaction - INFO - Epoch [145][500/627] lr: 6.000e-04, eta: 1:01:20, time: 1.113, data_time: 0.011, memory: 8471, top1_acc: 0.7082, top5_acc: 0.8663, loss_cls: 1.2440, loss: 1.2440, grad_norm: 3.5913 2020-09-12 13:54:49,159 - mmaction - INFO - Epoch [145][520/627] lr: 6.000e-04, eta: 1:00:58, time: 1.111, data_time: 0.012, memory: 8471, top1_acc: 0.7013, top5_acc: 0.8659, loss_cls: 1.2471, loss: 1.2471, grad_norm: 3.6613 2020-09-12 13:55:11,453 - mmaction - INFO - Epoch [145][540/627] lr: 6.000e-04, eta: 1:00:35, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.7079, top5_acc: 0.8695, loss_cls: 1.2129, loss: 1.2129, grad_norm: 3.5725 2020-09-12 13:55:33,597 - mmaction - INFO - Epoch [145][560/627] lr: 6.000e-04, eta: 1:00:13, time: 1.107, data_time: 0.013, memory: 8471, top1_acc: 0.7135, top5_acc: 0.8691, loss_cls: 1.2075, loss: 1.2075, grad_norm: 3.6114 2020-09-12 13:55:55,805 - mmaction - INFO - Epoch [145][580/627] lr: 6.000e-04, eta: 0:59:50, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.7063, top5_acc: 0.8687, loss_cls: 1.2297, loss: 1.2297, grad_norm: 3.6725 2020-09-12 13:56:18,178 - mmaction - INFO - Epoch [145][600/627] lr: 6.000e-04, eta: 0:59:27, time: 1.122, data_time: 0.014, memory: 8471, top1_acc: 0.7074, top5_acc: 0.8704, loss_cls: 1.2319, loss: 1.2319, grad_norm: 3.6316 2020-09-12 13:56:40,416 - mmaction - INFO - Epoch [145][620/627] lr: 6.000e-04, eta: 0:59:05, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.6993, top5_acc: 0.8707, loss_cls: 1.2393, loss: 1.2393, grad_norm: 3.6703 2020-09-12 13:56:46,589 - mmaction - INFO - Saving checkpoint at 145 epochs 2020-09-12 13:57:20,657 - mmaction - INFO - Epoch [146][20/627] lr: 6.000e-04, eta: 0:58:34, time: 1.640, data_time: 0.441, memory: 8471, top1_acc: 0.7012, top5_acc: 0.8686, loss_cls: 1.2361, loss: 1.2361, grad_norm: 3.5794 2020-09-12 13:57:42,901 - mmaction - INFO - Epoch [146][40/627] lr: 6.000e-04, eta: 0:58:12, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.7115, top5_acc: 0.8697, loss_cls: 1.2169, loss: 1.2169, grad_norm: 3.6033 2020-09-12 13:58:05,142 - mmaction - INFO - Epoch [146][60/627] lr: 6.000e-04, eta: 0:57:49, time: 1.111, data_time: 0.006, memory: 8471, top1_acc: 0.7057, top5_acc: 0.8685, loss_cls: 1.2286, loss: 1.2286, grad_norm: 3.5896 2020-09-12 13:58:27,394 - mmaction - INFO - Epoch [146][80/627] lr: 6.000e-04, eta: 0:57:27, time: 1.103, data_time: 0.008, memory: 8471, top1_acc: 0.7066, top5_acc: 0.8699, loss_cls: 1.2302, loss: 1.2302, grad_norm: 3.5981 2020-09-12 13:58:49,654 - mmaction - INFO - Epoch [146][100/627] lr: 6.000e-04, eta: 0:57:04, time: 1.116, data_time: 0.015, memory: 8471, top1_acc: 0.7108, top5_acc: 0.8753, loss_cls: 1.2019, loss: 1.2019, grad_norm: 3.6062 2020-09-12 13:59:11,940 - mmaction - INFO - Epoch [146][120/627] lr: 6.000e-04, eta: 0:56:42, time: 1.118, data_time: 0.014, memory: 8471, top1_acc: 0.7089, top5_acc: 0.8717, loss_cls: 1.2137, loss: 1.2137, grad_norm: 3.6229 2020-09-12 13:59:34,207 - mmaction - INFO - Epoch [146][140/627] lr: 6.000e-04, eta: 0:56:19, time: 1.113, data_time: 0.010, memory: 8471, top1_acc: 0.7043, top5_acc: 0.8671, loss_cls: 1.2330, loss: 1.2330, grad_norm: 3.6010 2020-09-12 13:59:56,459 - mmaction - INFO - Epoch [146][160/627] lr: 6.000e-04, eta: 0:55:56, time: 1.118, data_time: 0.010, memory: 8471, top1_acc: 0.6965, top5_acc: 0.8687, loss_cls: 1.2330, loss: 1.2330, grad_norm: 3.6454 2020-09-12 14:00:18,854 - mmaction - INFO - Epoch [146][180/627] lr: 6.000e-04, eta: 0:55:34, time: 1.116, data_time: 0.005, memory: 8471, top1_acc: 0.7059, top5_acc: 0.8691, loss_cls: 1.2293, loss: 1.2293, grad_norm: 3.6530 2020-09-12 14:00:41,263 - mmaction - INFO - Epoch [146][200/627] lr: 6.000e-04, eta: 0:55:11, time: 1.120, data_time: 0.018, memory: 8471, top1_acc: 0.7197, top5_acc: 0.8758, loss_cls: 1.1670, loss: 1.1670, grad_norm: 3.5375 2020-09-12 14:01:03,439 - mmaction - INFO - Epoch [146][220/627] lr: 6.000e-04, eta: 0:54:49, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.7035, top5_acc: 0.8723, loss_cls: 1.2200, loss: 1.2200, grad_norm: 3.6552 2020-09-12 14:01:25,712 - mmaction - INFO - Epoch [146][240/627] lr: 6.000e-04, eta: 0:54:26, time: 1.105, data_time: 0.007, memory: 8471, top1_acc: 0.7096, top5_acc: 0.8710, loss_cls: 1.1987, loss: 1.1987, grad_norm: 3.5675 2020-09-12 14:01:47,882 - mmaction - INFO - Epoch [146][260/627] lr: 6.000e-04, eta: 0:54:03, time: 1.118, data_time: 0.016, memory: 8471, top1_acc: 0.7082, top5_acc: 0.8721, loss_cls: 1.2205, loss: 1.2205, grad_norm: 3.6265 2020-09-12 14:02:10,084 - mmaction - INFO - Epoch [146][280/627] lr: 6.000e-04, eta: 0:53:41, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.7052, top5_acc: 0.8723, loss_cls: 1.2278, loss: 1.2278, grad_norm: 3.6205 2020-09-12 14:02:32,284 - mmaction - INFO - Epoch [146][300/627] lr: 6.000e-04, eta: 0:53:18, time: 1.100, data_time: 0.001, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.2139, loss: 1.2139, grad_norm: 3.5672 2020-09-12 14:02:54,521 - mmaction - INFO - Epoch [146][320/627] lr: 6.000e-04, eta: 0:52:56, time: 1.111, data_time: 0.017, memory: 8471, top1_acc: 0.7124, top5_acc: 0.8699, loss_cls: 1.2207, loss: 1.2207, grad_norm: 3.5643 2020-09-12 14:03:16,778 - mmaction - INFO - Epoch [146][340/627] lr: 6.000e-04, eta: 0:52:33, time: 1.122, data_time: 0.019, memory: 8471, top1_acc: 0.7188, top5_acc: 0.8704, loss_cls: 1.1877, loss: 1.1877, grad_norm: 3.5168 2020-09-12 14:03:39,153 - mmaction - INFO - Epoch [146][360/627] lr: 6.000e-04, eta: 0:52:11, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.7060, top5_acc: 0.8717, loss_cls: 1.2149, loss: 1.2149, grad_norm: 3.5562 2020-09-12 14:04:01,391 - mmaction - INFO - Epoch [146][380/627] lr: 6.000e-04, eta: 0:51:48, time: 1.113, data_time: 0.009, memory: 8471, top1_acc: 0.7151, top5_acc: 0.8741, loss_cls: 1.1891, loss: 1.1891, grad_norm: 3.5432 2020-09-12 14:04:23,656 - mmaction - INFO - Epoch [146][400/627] lr: 6.000e-04, eta: 0:51:25, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.6986, top5_acc: 0.8684, loss_cls: 1.2440, loss: 1.2440, grad_norm: 3.6361 2020-09-12 14:04:45,865 - mmaction - INFO - Epoch [146][420/627] lr: 6.000e-04, eta: 0:51:03, time: 1.115, data_time: 0.011, memory: 8471, top1_acc: 0.7035, top5_acc: 0.8685, loss_cls: 1.2343, loss: 1.2343, grad_norm: 3.6428 2020-09-12 14:05:08,163 - mmaction - INFO - Epoch [146][440/627] lr: 6.000e-04, eta: 0:50:40, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2047, loss: 1.2047, grad_norm: 3.6213 2020-09-12 14:05:30,376 - mmaction - INFO - Epoch [146][460/627] lr: 6.000e-04, eta: 0:50:18, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.7030, top5_acc: 0.8663, loss_cls: 1.2543, loss: 1.2543, grad_norm: 3.6300 2020-09-12 14:05:52,610 - mmaction - INFO - Epoch [146][480/627] lr: 6.000e-04, eta: 0:49:55, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7090, top5_acc: 0.8691, loss_cls: 1.2275, loss: 1.2275, grad_norm: 3.6284 2020-09-12 14:06:14,863 - mmaction - INFO - Epoch [146][500/627] lr: 6.000e-04, eta: 0:49:33, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8660, loss_cls: 1.2290, loss: 1.2290, grad_norm: 3.5932 2020-09-12 14:06:37,103 - mmaction - INFO - Epoch [146][520/627] lr: 6.000e-04, eta: 0:49:10, time: 1.102, data_time: 0.006, memory: 8471, top1_acc: 0.7025, top5_acc: 0.8645, loss_cls: 1.2267, loss: 1.2267, grad_norm: 3.5918 2020-09-12 14:06:59,374 - mmaction - INFO - Epoch [146][540/627] lr: 6.000e-04, eta: 0:48:47, time: 1.121, data_time: 0.022, memory: 8471, top1_acc: 0.7096, top5_acc: 0.8725, loss_cls: 1.2133, loss: 1.2133, grad_norm: 3.6165 2020-09-12 14:07:21,625 - mmaction - INFO - Epoch [146][560/627] lr: 6.000e-04, eta: 0:48:25, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.7026, top5_acc: 0.8715, loss_cls: 1.2374, loss: 1.2374, grad_norm: 3.6127 2020-09-12 14:07:43,868 - mmaction - INFO - Epoch [146][580/627] lr: 6.000e-04, eta: 0:48:02, time: 1.111, data_time: 0.005, memory: 8471, top1_acc: 0.7027, top5_acc: 0.8667, loss_cls: 1.2508, loss: 1.2508, grad_norm: 3.5956 2020-09-12 14:08:06,085 - mmaction - INFO - Epoch [146][600/627] lr: 6.000e-04, eta: 0:47:40, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.6965, top5_acc: 0.8669, loss_cls: 1.2508, loss: 1.2508, grad_norm: 3.6927 2020-09-12 14:08:28,215 - mmaction - INFO - Epoch [146][620/627] lr: 6.000e-04, eta: 0:47:17, time: 1.103, data_time: 0.007, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8733, loss_cls: 1.2113, loss: 1.2113, grad_norm: 3.6231 2020-09-12 14:09:39,053 - mmaction - INFO - Epoch [147][20/627] lr: 6.000e-04, eta: 0:46:47, time: 2.470, data_time: 1.278, memory: 8471, top1_acc: 0.7068, top5_acc: 0.8724, loss_cls: 1.2138, loss: 1.2138, grad_norm: 3.6213 2020-09-12 14:10:01,300 - mmaction - INFO - Epoch [147][40/627] lr: 6.000e-04, eta: 0:46:25, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.7082, top5_acc: 0.8682, loss_cls: 1.2189, loss: 1.2189, grad_norm: 3.6390 2020-09-12 14:10:23,433 - mmaction - INFO - Epoch [147][60/627] lr: 6.000e-04, eta: 0:46:02, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.7063, top5_acc: 0.8729, loss_cls: 1.2239, loss: 1.2239, grad_norm: 3.6181 2020-09-12 14:10:45,610 - mmaction - INFO - Epoch [147][80/627] lr: 6.000e-04, eta: 0:45:39, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7069, top5_acc: 0.8676, loss_cls: 1.2304, loss: 1.2304, grad_norm: 3.6281 2020-09-12 14:11:07,886 - mmaction - INFO - Epoch [147][100/627] lr: 6.000e-04, eta: 0:45:17, time: 1.105, data_time: 0.004, memory: 8471, top1_acc: 0.7107, top5_acc: 0.8725, loss_cls: 1.2086, loss: 1.2086, grad_norm: 3.5843 2020-09-12 14:11:30,140 - mmaction - INFO - Epoch [147][120/627] lr: 6.000e-04, eta: 0:44:54, time: 1.115, data_time: 0.015, memory: 8471, top1_acc: 0.7038, top5_acc: 0.8652, loss_cls: 1.2578, loss: 1.2578, grad_norm: 3.6160 2020-09-12 14:11:52,376 - mmaction - INFO - Epoch [147][140/627] lr: 6.000e-04, eta: 0:44:32, time: 1.118, data_time: 0.012, memory: 8471, top1_acc: 0.7195, top5_acc: 0.8785, loss_cls: 1.1772, loss: 1.1772, grad_norm: 3.5728 2020-09-12 14:12:14,563 - mmaction - INFO - Epoch [147][160/627] lr: 6.000e-04, eta: 0:44:09, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.7223, top5_acc: 0.8777, loss_cls: 1.1466, loss: 1.1466, grad_norm: 3.5401 2020-09-12 14:12:36,824 - mmaction - INFO - Epoch [147][180/627] lr: 6.000e-04, eta: 0:43:47, time: 1.115, data_time: 0.009, memory: 8471, top1_acc: 0.7120, top5_acc: 0.8785, loss_cls: 1.1912, loss: 1.1912, grad_norm: 3.5947 2020-09-12 14:12:59,197 - mmaction - INFO - Epoch [147][200/627] lr: 6.000e-04, eta: 0:43:24, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.7171, top5_acc: 0.8723, loss_cls: 1.1985, loss: 1.1985, grad_norm: 3.6031 2020-09-12 14:13:21,411 - mmaction - INFO - Epoch [147][220/627] lr: 6.000e-04, eta: 0:43:01, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.7103, top5_acc: 0.8664, loss_cls: 1.2186, loss: 1.2186, grad_norm: 3.6104 2020-09-12 14:13:43,754 - mmaction - INFO - Epoch [147][240/627] lr: 6.000e-04, eta: 0:42:39, time: 1.116, data_time: 0.007, memory: 8471, top1_acc: 0.7115, top5_acc: 0.8712, loss_cls: 1.2206, loss: 1.2206, grad_norm: 3.6219 2020-09-12 14:14:06,056 - mmaction - INFO - Epoch [147][260/627] lr: 6.000e-04, eta: 0:42:16, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.7173, top5_acc: 0.8770, loss_cls: 1.1908, loss: 1.1908, grad_norm: 3.5145 2020-09-12 14:14:28,354 - mmaction - INFO - Epoch [147][280/627] lr: 6.000e-04, eta: 0:41:54, time: 1.115, data_time: 0.008, memory: 8471, top1_acc: 0.7000, top5_acc: 0.8728, loss_cls: 1.2350, loss: 1.2350, grad_norm: 3.6245 2020-09-12 14:14:50,617 - mmaction - INFO - Epoch [147][300/627] lr: 6.000e-04, eta: 0:41:31, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.7089, top5_acc: 0.8704, loss_cls: 1.2261, loss: 1.2261, grad_norm: 3.6846 2020-09-12 14:15:12,754 - mmaction - INFO - Epoch [147][320/627] lr: 6.000e-04, eta: 0:41:09, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.7033, top5_acc: 0.8698, loss_cls: 1.2262, loss: 1.2262, grad_norm: 3.6798 2020-09-12 14:15:34,959 - mmaction - INFO - Epoch [147][340/627] lr: 6.000e-04, eta: 0:40:46, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.7109, top5_acc: 0.8732, loss_cls: 1.2120, loss: 1.2120, grad_norm: 3.6378 2020-09-12 14:15:57,295 - mmaction - INFO - Epoch [147][360/627] lr: 6.000e-04, eta: 0:40:23, time: 1.123, data_time: 0.011, memory: 8471, top1_acc: 0.7047, top5_acc: 0.8664, loss_cls: 1.2420, loss: 1.2420, grad_norm: 3.6641 2020-09-12 14:16:19,540 - mmaction - INFO - Epoch [147][380/627] lr: 6.000e-04, eta: 0:40:01, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.7026, top5_acc: 0.8672, loss_cls: 1.2416, loss: 1.2416, grad_norm: 3.6394 2020-09-12 14:16:41,765 - mmaction - INFO - Epoch [147][400/627] lr: 6.000e-04, eta: 0:39:38, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7038, top5_acc: 0.8681, loss_cls: 1.2363, loss: 1.2363, grad_norm: 3.7114 2020-09-12 14:17:04,045 - mmaction - INFO - Epoch [147][420/627] lr: 6.000e-04, eta: 0:39:16, time: 1.112, data_time: 0.011, memory: 8471, top1_acc: 0.7099, top5_acc: 0.8704, loss_cls: 1.2319, loss: 1.2319, grad_norm: 3.6135 2020-09-12 14:17:26,364 - mmaction - INFO - Epoch [147][440/627] lr: 6.000e-04, eta: 0:38:53, time: 1.121, data_time: 0.009, memory: 8471, top1_acc: 0.7168, top5_acc: 0.8772, loss_cls: 1.1661, loss: 1.1661, grad_norm: 3.5288 2020-09-12 14:17:48,753 - mmaction - INFO - Epoch [147][460/627] lr: 6.000e-04, eta: 0:38:30, time: 1.121, data_time: 0.008, memory: 8471, top1_acc: 0.7031, top5_acc: 0.8655, loss_cls: 1.2481, loss: 1.2481, grad_norm: 3.6282 2020-09-12 14:18:10,938 - mmaction - INFO - Epoch [147][480/627] lr: 6.000e-04, eta: 0:38:08, time: 1.099, data_time: 0.004, memory: 8471, top1_acc: 0.7092, top5_acc: 0.8707, loss_cls: 1.2316, loss: 1.2316, grad_norm: 3.6251 2020-09-12 14:18:33,236 - mmaction - INFO - Epoch [147][500/627] lr: 6.000e-04, eta: 0:37:45, time: 1.122, data_time: 0.013, memory: 8471, top1_acc: 0.7129, top5_acc: 0.8719, loss_cls: 1.1929, loss: 1.1929, grad_norm: 3.5888 2020-09-12 14:18:55,462 - mmaction - INFO - Epoch [147][520/627] lr: 6.000e-04, eta: 0:37:23, time: 1.108, data_time: 0.006, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8717, loss_cls: 1.2132, loss: 1.2132, grad_norm: 3.6255 2020-09-12 14:19:17,683 - mmaction - INFO - Epoch [147][540/627] lr: 6.000e-04, eta: 0:37:00, time: 1.112, data_time: 0.009, memory: 8471, top1_acc: 0.7036, top5_acc: 0.8672, loss_cls: 1.2442, loss: 1.2442, grad_norm: 3.6848 2020-09-12 14:19:39,921 - mmaction - INFO - Epoch [147][560/627] lr: 6.000e-04, eta: 0:36:38, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.7104, top5_acc: 0.8717, loss_cls: 1.2233, loss: 1.2233, grad_norm: 3.6344 2020-09-12 14:20:02,167 - mmaction - INFO - Epoch [147][580/627] lr: 6.000e-04, eta: 0:36:15, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.7070, top5_acc: 0.8746, loss_cls: 1.2117, loss: 1.2117, grad_norm: 3.6095 2020-09-12 14:20:24,565 - mmaction - INFO - Epoch [147][600/627] lr: 6.000e-04, eta: 0:35:52, time: 1.117, data_time: 0.007, memory: 8471, top1_acc: 0.7099, top5_acc: 0.8723, loss_cls: 1.2062, loss: 1.2062, grad_norm: 3.6052 2020-09-12 14:20:46,937 - mmaction - INFO - Epoch [147][620/627] lr: 6.000e-04, eta: 0:35:30, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.7090, top5_acc: 0.8672, loss_cls: 1.2274, loss: 1.2274, grad_norm: 3.6153 2020-09-12 14:21:27,139 - mmaction - INFO - Epoch [148][20/627] lr: 6.000e-04, eta: 0:34:59, time: 1.698, data_time: 0.474, memory: 8471, top1_acc: 0.6988, top5_acc: 0.8685, loss_cls: 1.2396, loss: 1.2396, grad_norm: 3.6648 2020-09-12 14:21:49,391 - mmaction - INFO - Epoch [148][40/627] lr: 6.000e-04, eta: 0:34:37, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.7176, top5_acc: 0.8725, loss_cls: 1.1963, loss: 1.1963, grad_norm: 3.5399 2020-09-12 14:22:11,744 - mmaction - INFO - Epoch [148][60/627] lr: 6.000e-04, eta: 0:34:14, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.7099, top5_acc: 0.8706, loss_cls: 1.2091, loss: 1.2091, grad_norm: 3.5890 2020-09-12 14:22:33,925 - mmaction - INFO - Epoch [148][80/627] lr: 6.000e-04, eta: 0:33:52, time: 1.109, data_time: 0.008, memory: 8471, top1_acc: 0.7169, top5_acc: 0.8708, loss_cls: 1.1889, loss: 1.1889, grad_norm: 3.5825 2020-09-12 14:22:56,099 - mmaction - INFO - Epoch [148][100/627] lr: 6.000e-04, eta: 0:33:29, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.7122, top5_acc: 0.8727, loss_cls: 1.2001, loss: 1.2001, grad_norm: 3.5556 2020-09-12 14:23:18,302 - mmaction - INFO - Epoch [148][120/627] lr: 6.000e-04, eta: 0:33:07, time: 1.109, data_time: 0.003, memory: 8471, top1_acc: 0.7147, top5_acc: 0.8747, loss_cls: 1.2075, loss: 1.2075, grad_norm: 3.6185 2020-09-12 14:23:40,644 - mmaction - INFO - Epoch [148][140/627] lr: 6.000e-04, eta: 0:32:44, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.7159, top5_acc: 0.8734, loss_cls: 1.1987, loss: 1.1987, grad_norm: 3.6191 2020-09-12 14:24:02,840 - mmaction - INFO - Epoch [148][160/627] lr: 6.000e-04, eta: 0:32:21, time: 1.111, data_time: 0.016, memory: 8471, top1_acc: 0.7040, top5_acc: 0.8723, loss_cls: 1.2245, loss: 1.2245, grad_norm: 3.6341 2020-09-12 14:24:25,166 - mmaction - INFO - Epoch [148][180/627] lr: 6.000e-04, eta: 0:31:59, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.6993, top5_acc: 0.8642, loss_cls: 1.2574, loss: 1.2574, grad_norm: 3.7006 2020-09-12 14:24:47,400 - mmaction - INFO - Epoch [148][200/627] lr: 6.000e-04, eta: 0:31:36, time: 1.104, data_time: 0.006, memory: 8471, top1_acc: 0.6986, top5_acc: 0.8716, loss_cls: 1.2372, loss: 1.2372, grad_norm: 3.6957 2020-09-12 14:25:09,730 - mmaction - INFO - Epoch [148][220/627] lr: 6.000e-04, eta: 0:31:14, time: 1.127, data_time: 0.014, memory: 8471, top1_acc: 0.7108, top5_acc: 0.8737, loss_cls: 1.2004, loss: 1.2004, grad_norm: 3.5884 2020-09-12 14:25:31,969 - mmaction - INFO - Epoch [148][240/627] lr: 6.000e-04, eta: 0:30:51, time: 1.109, data_time: 0.004, memory: 8471, top1_acc: 0.6988, top5_acc: 0.8663, loss_cls: 1.2660, loss: 1.2660, grad_norm: 3.7102 2020-09-12 14:25:54,135 - mmaction - INFO - Epoch [148][260/627] lr: 6.000e-04, eta: 0:30:29, time: 1.110, data_time: 0.007, memory: 8471, top1_acc: 0.7085, top5_acc: 0.8717, loss_cls: 1.2175, loss: 1.2175, grad_norm: 3.5925 2020-09-12 14:26:16,519 - mmaction - INFO - Epoch [148][280/627] lr: 6.000e-04, eta: 0:30:06, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.7104, top5_acc: 0.8698, loss_cls: 1.2090, loss: 1.2090, grad_norm: 3.5863 2020-09-12 14:26:38,760 - mmaction - INFO - Epoch [148][300/627] lr: 6.000e-04, eta: 0:29:43, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.7060, top5_acc: 0.8714, loss_cls: 1.2215, loss: 1.2215, grad_norm: 3.6320 2020-09-12 14:27:00,947 - mmaction - INFO - Epoch [148][320/627] lr: 6.000e-04, eta: 0:29:21, time: 1.110, data_time: 0.009, memory: 8471, top1_acc: 0.7107, top5_acc: 0.8685, loss_cls: 1.2292, loss: 1.2292, grad_norm: 3.6380 2020-09-12 14:27:23,150 - mmaction - INFO - Epoch [148][340/627] lr: 6.000e-04, eta: 0:28:58, time: 1.111, data_time: 0.011, memory: 8471, top1_acc: 0.7095, top5_acc: 0.8740, loss_cls: 1.2007, loss: 1.2007, grad_norm: 3.6032 2020-09-12 14:27:45,360 - mmaction - INFO - Epoch [148][360/627] lr: 6.000e-04, eta: 0:28:36, time: 1.114, data_time: 0.010, memory: 8471, top1_acc: 0.7135, top5_acc: 0.8716, loss_cls: 1.2091, loss: 1.2091, grad_norm: 3.6220 2020-09-12 14:28:07,581 - mmaction - INFO - Epoch [148][380/627] lr: 6.000e-04, eta: 0:28:13, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.7193, top5_acc: 0.8723, loss_cls: 1.1925, loss: 1.1925, grad_norm: 3.5786 2020-09-12 14:28:29,734 - mmaction - INFO - Epoch [148][400/627] lr: 6.000e-04, eta: 0:27:51, time: 1.110, data_time: 0.006, memory: 8471, top1_acc: 0.7048, top5_acc: 0.8693, loss_cls: 1.2405, loss: 1.2405, grad_norm: 3.6918 2020-09-12 14:28:51,996 - mmaction - INFO - Epoch [148][420/627] lr: 6.000e-04, eta: 0:27:28, time: 1.112, data_time: 0.004, memory: 8471, top1_acc: 0.7077, top5_acc: 0.8684, loss_cls: 1.2245, loss: 1.2245, grad_norm: 3.5949 2020-09-12 14:29:14,272 - mmaction - INFO - Epoch [148][440/627] lr: 6.000e-04, eta: 0:27:05, time: 1.113, data_time: 0.008, memory: 8471, top1_acc: 0.7010, top5_acc: 0.8678, loss_cls: 1.2365, loss: 1.2365, grad_norm: 3.5930 2020-09-12 14:29:36,701 - mmaction - INFO - Epoch [148][460/627] lr: 6.000e-04, eta: 0:26:43, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.7055, top5_acc: 0.8746, loss_cls: 1.2098, loss: 1.2098, grad_norm: 3.6389 2020-09-12 14:29:58,922 - mmaction - INFO - Epoch [148][480/627] lr: 6.000e-04, eta: 0:26:20, time: 1.119, data_time: 0.012, memory: 8471, top1_acc: 0.7057, top5_acc: 0.8728, loss_cls: 1.2179, loss: 1.2179, grad_norm: 3.6791 2020-09-12 14:30:21,203 - mmaction - INFO - Epoch [148][500/627] lr: 6.000e-04, eta: 0:25:58, time: 1.104, data_time: 0.005, memory: 8471, top1_acc: 0.7146, top5_acc: 0.8762, loss_cls: 1.1970, loss: 1.1970, grad_norm: 3.6232 2020-09-12 14:30:43,434 - mmaction - INFO - Epoch [148][520/627] lr: 6.000e-04, eta: 0:25:35, time: 1.108, data_time: 0.015, memory: 8471, top1_acc: 0.7122, top5_acc: 0.8699, loss_cls: 1.2149, loss: 1.2149, grad_norm: 3.6384 2020-09-12 14:31:05,696 - mmaction - INFO - Epoch [148][540/627] lr: 6.000e-04, eta: 0:25:13, time: 1.123, data_time: 0.017, memory: 8471, top1_acc: 0.7148, top5_acc: 0.8763, loss_cls: 1.1809, loss: 1.1809, grad_norm: 3.5669 2020-09-12 14:31:27,953 - mmaction - INFO - Epoch [148][560/627] lr: 6.000e-04, eta: 0:24:50, time: 1.111, data_time: 0.007, memory: 8471, top1_acc: 0.7023, top5_acc: 0.8617, loss_cls: 1.2434, loss: 1.2434, grad_norm: 3.6376 2020-09-12 14:31:50,276 - mmaction - INFO - Epoch [148][580/627] lr: 6.000e-04, eta: 0:24:27, time: 1.118, data_time: 0.007, memory: 8471, top1_acc: 0.7151, top5_acc: 0.8695, loss_cls: 1.2041, loss: 1.2041, grad_norm: 3.5937 2020-09-12 14:32:12,545 - mmaction - INFO - Epoch [148][600/627] lr: 6.000e-04, eta: 0:24:05, time: 1.108, data_time: 0.005, memory: 8471, top1_acc: 0.7158, top5_acc: 0.8681, loss_cls: 1.2108, loss: 1.2108, grad_norm: 3.5824 2020-09-12 14:32:34,758 - mmaction - INFO - Epoch [148][620/627] lr: 6.000e-04, eta: 0:23:42, time: 1.115, data_time: 0.010, memory: 8471, top1_acc: 0.6977, top5_acc: 0.8660, loss_cls: 1.2492, loss: 1.2492, grad_norm: 3.6957 2020-09-12 14:33:14,910 - mmaction - INFO - Epoch [149][20/627] lr: 6.000e-04, eta: 0:23:12, time: 1.697, data_time: 0.535, memory: 8471, top1_acc: 0.7107, top5_acc: 0.8737, loss_cls: 1.2080, loss: 1.2080, grad_norm: 3.6731 2020-09-12 14:33:37,144 - mmaction - INFO - Epoch [149][40/627] lr: 6.000e-04, eta: 0:22:49, time: 1.101, data_time: 0.007, memory: 8471, top1_acc: 0.7057, top5_acc: 0.8712, loss_cls: 1.2258, loss: 1.2258, grad_norm: 3.6207 2020-09-12 14:33:59,369 - mmaction - INFO - Epoch [149][60/627] lr: 6.000e-04, eta: 0:22:27, time: 1.112, data_time: 0.018, memory: 8471, top1_acc: 0.7243, top5_acc: 0.8836, loss_cls: 1.1412, loss: 1.1412, grad_norm: 3.5309 2020-09-12 14:34:21,637 - mmaction - INFO - Epoch [149][80/627] lr: 6.000e-04, eta: 0:22:04, time: 1.123, data_time: 0.017, memory: 8471, top1_acc: 0.7065, top5_acc: 0.8691, loss_cls: 1.2292, loss: 1.2292, grad_norm: 3.6471 2020-09-12 14:34:43,872 - mmaction - INFO - Epoch [149][100/627] lr: 6.000e-04, eta: 0:21:42, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.7145, top5_acc: 0.8728, loss_cls: 1.2005, loss: 1.2005, grad_norm: 3.6702 2020-09-12 14:35:06,189 - mmaction - INFO - Epoch [149][120/627] lr: 6.000e-04, eta: 0:21:19, time: 1.115, data_time: 0.005, memory: 8471, top1_acc: 0.7105, top5_acc: 0.8775, loss_cls: 1.1990, loss: 1.1990, grad_norm: 3.6243 2020-09-12 14:35:28,544 - mmaction - INFO - Epoch [149][140/627] lr: 6.000e-04, eta: 0:20:56, time: 1.111, data_time: 0.009, memory: 8471, top1_acc: 0.7090, top5_acc: 0.8663, loss_cls: 1.2238, loss: 1.2238, grad_norm: 3.6079 2020-09-12 14:35:50,855 - mmaction - INFO - Epoch [149][160/627] lr: 6.000e-04, eta: 0:20:34, time: 1.121, data_time: 0.014, memory: 8471, top1_acc: 0.7122, top5_acc: 0.8730, loss_cls: 1.2074, loss: 1.2074, grad_norm: 3.5929 2020-09-12 14:36:13,084 - mmaction - INFO - Epoch [149][180/627] lr: 6.000e-04, eta: 0:20:11, time: 1.112, data_time: 0.007, memory: 8471, top1_acc: 0.7073, top5_acc: 0.8685, loss_cls: 1.2140, loss: 1.2140, grad_norm: 3.6124 2020-09-12 14:36:35,413 - mmaction - INFO - Epoch [149][200/627] lr: 6.000e-04, eta: 0:19:49, time: 1.114, data_time: 0.009, memory: 8471, top1_acc: 0.7204, top5_acc: 0.8734, loss_cls: 1.1792, loss: 1.1792, grad_norm: 3.5475 2020-09-12 14:36:57,730 - mmaction - INFO - Epoch [149][220/627] lr: 6.000e-04, eta: 0:19:26, time: 1.120, data_time: 0.013, memory: 8471, top1_acc: 0.7116, top5_acc: 0.8749, loss_cls: 1.2020, loss: 1.2020, grad_norm: 3.6266 2020-09-12 14:37:20,074 - mmaction - INFO - Epoch [149][240/627] lr: 6.000e-04, eta: 0:19:04, time: 1.117, data_time: 0.003, memory: 8471, top1_acc: 0.7042, top5_acc: 0.8708, loss_cls: 1.2155, loss: 1.2155, grad_norm: 3.6219 2020-09-12 14:37:42,293 - mmaction - INFO - Epoch [149][260/627] lr: 6.000e-04, eta: 0:18:41, time: 1.107, data_time: 0.007, memory: 8471, top1_acc: 0.7113, top5_acc: 0.8717, loss_cls: 1.2103, loss: 1.2103, grad_norm: 3.6363 2020-09-12 14:38:04,702 - mmaction - INFO - Epoch [149][280/627] lr: 6.000e-04, eta: 0:18:18, time: 1.118, data_time: 0.011, memory: 8471, top1_acc: 0.7039, top5_acc: 0.8707, loss_cls: 1.2248, loss: 1.2248, grad_norm: 3.6318 2020-09-12 14:38:26,978 - mmaction - INFO - Epoch [149][300/627] lr: 6.000e-04, eta: 0:17:56, time: 1.119, data_time: 0.013, memory: 8471, top1_acc: 0.7198, top5_acc: 0.8746, loss_cls: 1.1863, loss: 1.1863, grad_norm: 3.5845 2020-09-12 14:38:49,144 - mmaction - INFO - Epoch [149][320/627] lr: 6.000e-04, eta: 0:17:33, time: 1.110, data_time: 0.008, memory: 8471, top1_acc: 0.7059, top5_acc: 0.8746, loss_cls: 1.2048, loss: 1.2048, grad_norm: 3.6535 2020-09-12 14:39:11,397 - mmaction - INFO - Epoch [149][340/627] lr: 6.000e-04, eta: 0:17:11, time: 1.106, data_time: 0.004, memory: 8471, top1_acc: 0.7198, top5_acc: 0.8747, loss_cls: 1.1755, loss: 1.1755, grad_norm: 3.5381 2020-09-12 14:39:33,677 - mmaction - INFO - Epoch [149][360/627] lr: 6.000e-04, eta: 0:16:48, time: 1.120, data_time: 0.011, memory: 8471, top1_acc: 0.7120, top5_acc: 0.8723, loss_cls: 1.2086, loss: 1.2086, grad_norm: 3.6686 2020-09-12 14:39:55,986 - mmaction - INFO - Epoch [149][380/627] lr: 6.000e-04, eta: 0:16:26, time: 1.115, data_time: 0.006, memory: 8471, top1_acc: 0.7090, top5_acc: 0.8638, loss_cls: 1.2357, loss: 1.2357, grad_norm: 3.6235 2020-09-12 14:40:18,248 - mmaction - INFO - Epoch [149][400/627] lr: 6.000e-04, eta: 0:16:03, time: 1.111, data_time: 0.008, memory: 8471, top1_acc: 0.7109, top5_acc: 0.8736, loss_cls: 1.2056, loss: 1.2056, grad_norm: 3.6306 2020-09-12 14:40:40,545 - mmaction - INFO - Epoch [149][420/627] lr: 6.000e-04, eta: 0:15:40, time: 1.117, data_time: 0.009, memory: 8471, top1_acc: 0.7074, top5_acc: 0.8669, loss_cls: 1.2391, loss: 1.2391, grad_norm: 3.6531 2020-09-12 14:41:02,867 - mmaction - INFO - Epoch [149][440/627] lr: 6.000e-04, eta: 0:15:18, time: 1.115, data_time: 0.007, memory: 8471, top1_acc: 0.7177, top5_acc: 0.8728, loss_cls: 1.1908, loss: 1.1908, grad_norm: 3.5965 2020-09-12 14:41:25,079 - mmaction - INFO - Epoch [149][460/627] lr: 6.000e-04, eta: 0:14:55, time: 1.108, data_time: 0.007, memory: 8471, top1_acc: 0.7102, top5_acc: 0.8763, loss_cls: 1.2132, loss: 1.2132, grad_norm: 3.6323 2020-09-12 14:41:47,370 - mmaction - INFO - Epoch [149][480/627] lr: 6.000e-04, eta: 0:14:33, time: 1.116, data_time: 0.008, memory: 8471, top1_acc: 0.7102, top5_acc: 0.8714, loss_cls: 1.2161, loss: 1.2161, grad_norm: 3.6388 2020-09-12 14:42:09,760 - mmaction - INFO - Epoch [149][500/627] lr: 6.000e-04, eta: 0:14:10, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.7079, top5_acc: 0.8719, loss_cls: 1.2186, loss: 1.2186, grad_norm: 3.6063 2020-09-12 14:42:32,050 - mmaction - INFO - Epoch [149][520/627] lr: 6.000e-04, eta: 0:13:48, time: 1.113, data_time: 0.013, memory: 8471, top1_acc: 0.7108, top5_acc: 0.8737, loss_cls: 1.2089, loss: 1.2089, grad_norm: 3.6664 2020-09-12 14:42:54,376 - mmaction - INFO - Epoch [149][540/627] lr: 6.000e-04, eta: 0:13:25, time: 1.117, data_time: 0.010, memory: 8471, top1_acc: 0.7087, top5_acc: 0.8714, loss_cls: 1.2108, loss: 1.2108, grad_norm: 3.6507 2020-09-12 14:43:16,747 - mmaction - INFO - Epoch [149][560/627] lr: 6.000e-04, eta: 0:13:03, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.7098, top5_acc: 0.8730, loss_cls: 1.2068, loss: 1.2068, grad_norm: 3.6284 2020-09-12 14:43:38,952 - mmaction - INFO - Epoch [149][580/627] lr: 6.000e-04, eta: 0:12:40, time: 1.121, data_time: 0.015, memory: 8471, top1_acc: 0.7168, top5_acc: 0.8777, loss_cls: 1.1798, loss: 1.1798, grad_norm: 3.6267 2020-09-12 14:44:01,270 - mmaction - INFO - Epoch [149][600/627] lr: 6.000e-04, eta: 0:12:17, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.7143, top5_acc: 0.8654, loss_cls: 1.2277, loss: 1.2277, grad_norm: 3.5930 2020-09-12 14:44:23,464 - mmaction - INFO - Epoch [149][620/627] lr: 6.000e-04, eta: 0:11:55, time: 1.102, data_time: 0.005, memory: 8471, top1_acc: 0.7154, top5_acc: 0.8698, loss_cls: 1.2063, loss: 1.2063, grad_norm: 3.6303 2020-09-12 14:45:03,790 - mmaction - INFO - Epoch [150][20/627] lr: 6.000e-04, eta: 0:11:24, time: 1.709, data_time: 0.547, memory: 8471, top1_acc: 0.7193, top5_acc: 0.8824, loss_cls: 1.1758, loss: 1.1758, grad_norm: 3.5633 2020-09-12 14:45:25,976 - mmaction - INFO - Epoch [150][40/627] lr: 6.000e-04, eta: 0:11:02, time: 1.105, data_time: 0.006, memory: 8471, top1_acc: 0.7082, top5_acc: 0.8699, loss_cls: 1.2329, loss: 1.2329, grad_norm: 3.7087 2020-09-12 14:45:48,245 - mmaction - INFO - Epoch [150][60/627] lr: 6.000e-04, eta: 0:10:39, time: 1.112, data_time: 0.012, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8665, loss_cls: 1.2203, loss: 1.2203, grad_norm: 3.6092 2020-09-12 14:46:10,488 - mmaction - INFO - Epoch [150][80/627] lr: 6.000e-04, eta: 0:10:17, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.7143, top5_acc: 0.8656, loss_cls: 1.2097, loss: 1.2097, grad_norm: 3.6139 2020-09-12 14:46:32,641 - mmaction - INFO - Epoch [150][100/627] lr: 6.000e-04, eta: 0:09:54, time: 1.112, data_time: 0.010, memory: 8471, top1_acc: 0.7095, top5_acc: 0.8674, loss_cls: 1.2195, loss: 1.2195, grad_norm: 3.6467 2020-09-12 14:46:54,971 - mmaction - INFO - Epoch [150][120/627] lr: 6.000e-04, eta: 0:09:32, time: 1.118, data_time: 0.009, memory: 8471, top1_acc: 0.7098, top5_acc: 0.8704, loss_cls: 1.2189, loss: 1.2189, grad_norm: 3.6173 2020-09-12 14:47:17,281 - mmaction - INFO - Epoch [150][140/627] lr: 6.000e-04, eta: 0:09:09, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.7141, top5_acc: 0.8762, loss_cls: 1.1801, loss: 1.1801, grad_norm: 3.6173 2020-09-12 14:47:39,478 - mmaction - INFO - Epoch [150][160/627] lr: 6.000e-04, eta: 0:08:46, time: 1.113, data_time: 0.016, memory: 8471, top1_acc: 0.7176, top5_acc: 0.8775, loss_cls: 1.1842, loss: 1.1842, grad_norm: 3.5811 2020-09-12 14:48:01,815 - mmaction - INFO - Epoch [150][180/627] lr: 6.000e-04, eta: 0:08:24, time: 1.119, data_time: 0.008, memory: 8471, top1_acc: 0.7030, top5_acc: 0.8788, loss_cls: 1.2144, loss: 1.2144, grad_norm: 3.6445 2020-09-12 14:48:24,079 - mmaction - INFO - Epoch [150][200/627] lr: 6.000e-04, eta: 0:08:01, time: 1.114, data_time: 0.007, memory: 8471, top1_acc: 0.7143, top5_acc: 0.8764, loss_cls: 1.2034, loss: 1.2034, grad_norm: 3.6216 2020-09-12 14:48:46,222 - mmaction - INFO - Epoch [150][220/627] lr: 6.000e-04, eta: 0:07:39, time: 1.107, data_time: 0.009, memory: 8471, top1_acc: 0.7129, top5_acc: 0.8743, loss_cls: 1.1985, loss: 1.1985, grad_norm: 3.6176 2020-09-12 14:49:08,460 - mmaction - INFO - Epoch [150][240/627] lr: 6.000e-04, eta: 0:07:16, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.7116, top5_acc: 0.8738, loss_cls: 1.1990, loss: 1.1990, grad_norm: 3.6189 2020-09-12 14:49:30,694 - mmaction - INFO - Epoch [150][260/627] lr: 6.000e-04, eta: 0:06:54, time: 1.107, data_time: 0.013, memory: 8471, top1_acc: 0.6974, top5_acc: 0.8656, loss_cls: 1.2734, loss: 1.2734, grad_norm: 3.7162 2020-09-12 14:49:52,853 - mmaction - INFO - Epoch [150][280/627] lr: 6.000e-04, eta: 0:06:31, time: 1.106, data_time: 0.010, memory: 8471, top1_acc: 0.7099, top5_acc: 0.8736, loss_cls: 1.2088, loss: 1.2088, grad_norm: 3.6267 2020-09-12 14:50:15,108 - mmaction - INFO - Epoch [150][300/627] lr: 6.000e-04, eta: 0:06:08, time: 1.113, data_time: 0.016, memory: 8471, top1_acc: 0.7027, top5_acc: 0.8746, loss_cls: 1.2220, loss: 1.2220, grad_norm: 3.6738 2020-09-12 14:50:37,266 - mmaction - INFO - Epoch [150][320/627] lr: 6.000e-04, eta: 0:05:46, time: 1.117, data_time: 0.011, memory: 8471, top1_acc: 0.7138, top5_acc: 0.8729, loss_cls: 1.1904, loss: 1.1904, grad_norm: 3.6421 2020-09-12 14:50:59,440 - mmaction - INFO - Epoch [150][340/627] lr: 6.000e-04, eta: 0:05:23, time: 1.108, data_time: 0.003, memory: 8471, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1773, loss: 1.1773, grad_norm: 3.6241 2020-09-12 14:51:21,649 - mmaction - INFO - Epoch [150][360/627] lr: 6.000e-04, eta: 0:05:01, time: 1.109, data_time: 0.006, memory: 8471, top1_acc: 0.7085, top5_acc: 0.8694, loss_cls: 1.2194, loss: 1.2194, grad_norm: 3.6477 2020-09-12 14:51:43,870 - mmaction - INFO - Epoch [150][380/627] lr: 6.000e-04, eta: 0:04:38, time: 1.113, data_time: 0.007, memory: 8471, top1_acc: 0.7052, top5_acc: 0.8729, loss_cls: 1.2288, loss: 1.2288, grad_norm: 3.6544 2020-09-12 14:52:06,183 - mmaction - INFO - Epoch [150][400/627] lr: 6.000e-04, eta: 0:04:16, time: 1.111, data_time: 0.004, memory: 8471, top1_acc: 0.7099, top5_acc: 0.8721, loss_cls: 1.2038, loss: 1.2038, grad_norm: 3.5946 2020-09-12 14:52:28,398 - mmaction - INFO - Epoch [150][420/627] lr: 6.000e-04, eta: 0:03:53, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.7115, top5_acc: 0.8695, loss_cls: 1.2009, loss: 1.2009, grad_norm: 3.6421 2020-09-12 14:52:50,685 - mmaction - INFO - Epoch [150][440/627] lr: 6.000e-04, eta: 0:03:30, time: 1.107, data_time: 0.005, memory: 8471, top1_acc: 0.7065, top5_acc: 0.8671, loss_cls: 1.2233, loss: 1.2233, grad_norm: 3.6777 2020-09-12 14:53:12,907 - mmaction - INFO - Epoch [150][460/627] lr: 6.000e-04, eta: 0:03:08, time: 1.109, data_time: 0.013, memory: 8471, top1_acc: 0.7005, top5_acc: 0.8758, loss_cls: 1.2182, loss: 1.2182, grad_norm: 3.6697 2020-09-12 14:53:35,218 - mmaction - INFO - Epoch [150][480/627] lr: 6.000e-04, eta: 0:02:45, time: 1.121, data_time: 0.017, memory: 8471, top1_acc: 0.7099, top5_acc: 0.8712, loss_cls: 1.2132, loss: 1.2132, grad_norm: 3.6618 2020-09-12 14:53:57,437 - mmaction - INFO - Epoch [150][500/627] lr: 6.000e-04, eta: 0:02:23, time: 1.115, data_time: 0.012, memory: 8471, top1_acc: 0.7126, top5_acc: 0.8725, loss_cls: 1.1936, loss: 1.1936, grad_norm: 3.6153 2020-09-12 14:54:19,694 - mmaction - INFO - Epoch [150][520/627] lr: 6.000e-04, eta: 0:02:00, time: 1.115, data_time: 0.014, memory: 8471, top1_acc: 0.7105, top5_acc: 0.8680, loss_cls: 1.2228, loss: 1.2228, grad_norm: 3.6175 2020-09-12 14:54:42,005 - mmaction - INFO - Epoch [150][540/627] lr: 6.000e-04, eta: 0:01:38, time: 1.112, data_time: 0.005, memory: 8471, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1902, loss: 1.1902, grad_norm: 3.6585 2020-09-12 14:55:04,407 - mmaction - INFO - Epoch [150][560/627] lr: 6.000e-04, eta: 0:01:15, time: 1.117, data_time: 0.006, memory: 8471, top1_acc: 0.7109, top5_acc: 0.8716, loss_cls: 1.2151, loss: 1.2151, grad_norm: 3.6182 2020-09-12 14:55:26,581 - mmaction - INFO - Epoch [150][580/627] lr: 6.000e-04, eta: 0:00:53, time: 1.115, data_time: 0.013, memory: 8471, top1_acc: 0.7027, top5_acc: 0.8684, loss_cls: 1.2487, loss: 1.2487, grad_norm: 3.6738 2020-09-12 14:55:48,757 - mmaction - INFO - Epoch [150][600/627] lr: 6.000e-04, eta: 0:00:30, time: 1.107, data_time: 0.012, memory: 8471, top1_acc: 0.7115, top5_acc: 0.8730, loss_cls: 1.2085, loss: 1.2085, grad_norm: 3.6709 2020-09-12 14:56:11,114 - mmaction - INFO - Epoch [150][620/627] lr: 6.000e-04, eta: 0:00:07, time: 1.118, data_time: 0.008, memory: 8471, top1_acc: 0.7122, top5_acc: 0.8757, loss_cls: 1.2005, loss: 1.2005, grad_norm: 3.6732 2020-09-12 14:56:17,341 - mmaction - INFO - Saving checkpoint at 150 epochs